From aac7e1a9f4cfa0e2552ecf7669a5c00fd130de23 Mon Sep 17 00:00:00 2001 From: WannaBeNeuralNetwork Date: Fri, 18 Sep 2026 06:02:57 -0500 Subject: [PATCH 1/6] genomics: haploblock knowledge graph, genome+proteome GNN, NIM decoder, NVFlare federation, KT report Person-level knowledge graph built from the published 1000 Genomes HaploGraph (chr22), real ancestry/population/sex labels and per-site proteomics joined on the sample id; PyTorch Geometric hetero-GNN encoder with SVD/Node2Vec/raw starts and negative controls; synthetic proteome with saved ground truth; GraphRAG decoder on NVIDIA NIM with citation validation; NVIDIA FLARE FedAvg over three sites plus site-alone comparison; Docker image built from the repo root, Brev deploy script, config.py/.env.example, unit tests, implementation guide, RESULTS.md and the knowledge-transfer report (PDF/DOCX/LaTeX). Verified by a fresh-clone run on CPU and a rebuilt-image run on an A100. --- genomics/.env.example | 34 + genomics/.gitignore | 9 + genomics/Dockerfile | 34 + genomics/Dockerfile.dockerignore | 15 + genomics/Makefile | 93 ++ genomics/README.md | 322 +++++++ genomics/RESULTS.md | 425 +++++++++ genomics/baseline.py | 100 +++ genomics/brev_deploy.sh | 54 ++ genomics/build_kg.py | 66 ++ genomics/build_kg_v2.py | 50 ++ genomics/config.py | 106 +++ genomics/cooccurrence_analysis.py | 213 +++++ genomics/docker-compose.yml | 51 ++ genomics/docs/DEEP_DIVE.md | 319 +++++++ genomics/docs/METHODS.md | 198 +++++ genomics/docs/architecture.html | 330 +++++++ genomics/docs/architecture.mmd | 67 ++ genomics/docs/report/ProGenome_KT.docx | Bin 0 -> 3972564 bytes genomics/docs/report/ProGenome_KT.pdf | Bin 0 -> 4202225 bytes genomics/docs/report/ProGenome_KT.tex | 837 ++++++++++++++++++ genomics/docs/report/build_report.js | 566 ++++++++++++ genomics/docs/report/figures/architecture.png | Bin 0 -> 535429 bytes .../docs/report/figures/baseline_vs_gnn.png | Bin 0 -> 36118 bytes .../report/figures/compute_benchmarks.png | Bin 0 -> 42863 bytes .../report/figures/confusion_matrices.png | Bin 0 -> 117843 bytes genomics/docs/report/figures/cramers_v.png | Bin 0 -> 46766 bytes .../docs/report/figures/data_flow_map.png | Bin 0 -> 288309 bytes genomics/docs/report/figures/eda_blocks.png | Bin 0 -> 126087 bytes .../report/figures/eda_blocks_populations.png | Bin 0 -> 140286 bytes genomics/docs/report/figures/eda_clusters.png | Bin 0 -> 42534 bytes .../docs/report/figures/eda_cooccurrence.png | Bin 0 -> 45581 bytes .../docs/report/figures/eda_populations.png | Bin 0 -> 33143 bytes .../docs/report/figures/eda_proteomics.png | Bin 0 -> 80066 bytes .../docs/report/figures/edge_similarity.png | Bin 0 -> 37263 bytes .../report/figures/embedding_clusters.png | Bin 0 -> 167667 bytes .../report/figures/embedding_individuals.png | Bin 0 -> 135567 bytes .../docs/report/figures/embedding_quality.png | 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.../docs/report/figures/saliency_top20.png | Bin 0 -> 82732 bytes .../docs/report/figures/schema_diagram.png | Bin 0 -> 91123 bytes .../report/figures/sites_batch_effect.png | Bin 0 -> 117442 bytes .../docs/report/figures/sites_composition.png | Bin 0 -> 60686 bytes .../docs/report/figures/training_curves.png | Bin 0 -> 124663 bytes .../docs/report/figures/workflow_pipeline.png | Bin 0 -> 125361 bytes genomics/docs/report/make_report_figures.py | 456 ++++++++++ genomics/eda.py | 276 ++++++ genomics/embeddings.py | 112 +++ genomics/federated/client.py | 146 +++ genomics/federated/evaluate_global.py | 91 ++ genomics/federated/job.py | 91 ++ genomics/federated/local_only.py | 87 ++ genomics/federated/model.py | 41 + genomics/fetch_data.sh | 39 + genomics/graph_explore.py | 204 +++++ genomics/graphrag_decoder.py | 208 +++++ genomics/haplokg.py | 337 +++++++ genomics/haplokg_proteins.py | 166 ++++ genomics/infer.py | 152 ++++ genomics/load_env.sh | 18 + genomics/neo4j_load.py | 142 +++ genomics/proteome_linear_baseline.py | 84 ++ genomics/proteomics_synth_1000g.py | 150 ++++ genomics/requirements.txt | 14 + genomics/run_all.sh | 20 + genomics/run_v2.sh | 28 + genomics/setup.sh | 27 + genomics/tests/conftest.py | 4 + genomics/tests/test_haplokg.py | 150 ++++ genomics/tests/test_haplokg_proteins.py | 66 ++ genomics/train_gnn.py | 277 ++++++ genomics/train_gnn_v2.py | 302 +++++++ 85 files changed, 7577 insertions(+) create mode 100644 genomics/.env.example create mode 100644 genomics/.gitignore create mode 100644 genomics/Dockerfile create mode 100644 genomics/Dockerfile.dockerignore create mode 100644 genomics/Makefile create mode 100644 genomics/README.md create mode 100644 genomics/RESULTS.md create mode 100644 genomics/baseline.py create mode 100755 genomics/brev_deploy.sh create mode 100644 genomics/build_kg.py create mode 100644 genomics/build_kg_v2.py create mode 100644 genomics/config.py create mode 100644 genomics/cooccurrence_analysis.py create mode 100644 genomics/docker-compose.yml create mode 100644 genomics/docs/DEEP_DIVE.md create mode 100644 genomics/docs/METHODS.md create mode 100644 genomics/docs/architecture.html create mode 100644 genomics/docs/architecture.mmd create mode 100644 genomics/docs/report/ProGenome_KT.docx create mode 100644 genomics/docs/report/ProGenome_KT.pdf create mode 100644 genomics/docs/report/ProGenome_KT.tex create mode 100644 genomics/docs/report/build_report.js create mode 100644 genomics/docs/report/figures/architecture.png create mode 100644 genomics/docs/report/figures/baseline_vs_gnn.png create mode 100644 genomics/docs/report/figures/compute_benchmarks.png create mode 100644 genomics/docs/report/figures/confusion_matrices.png create mode 100644 genomics/docs/report/figures/cramers_v.png create mode 100644 genomics/docs/report/figures/data_flow_map.png create mode 100644 genomics/docs/report/figures/eda_blocks.png create mode 100644 genomics/docs/report/figures/eda_blocks_populations.png create mode 100644 genomics/docs/report/figures/eda_clusters.png create mode 100644 genomics/docs/report/figures/eda_cooccurrence.png create mode 100644 genomics/docs/report/figures/eda_populations.png create mode 100644 genomics/docs/report/figures/eda_proteomics.png create mode 100644 genomics/docs/report/figures/edge_similarity.png create mode 100644 genomics/docs/report/figures/embedding_clusters.png create mode 100644 genomics/docs/report/figures/embedding_individuals.png create mode 100644 genomics/docs/report/figures/embedding_quality.png create mode 100644 genomics/docs/report/figures/federated_rounds.png create mode 100644 genomics/docs/report/figures/federated_site_alone.png create mode 100644 genomics/docs/report/figures/federated_topology.png create mode 100644 genomics/docs/report/figures/federated_vs_central.png create mode 100644 genomics/docs/report/figures/genome_to_graph.png create mode 100644 genomics/docs/report/figures/graph_edge_positions.png create mode 100644 genomics/docs/report/figures/graph_region.png create mode 100644 genomics/docs/report/figures/ground_truth_effects.png create mode 100644 genomics/docs/report/figures/informative_clusters_heatmap.png create mode 100644 genomics/docs/report/figures/informativeness.png create mode 100644 genomics/docs/report/figures/init_comparison.png create mode 100644 genomics/docs/report/figures/person_neighbourhood.png create mode 100644 genomics/docs/report/figures/results_modalities.png create mode 100644 genomics/docs/report/figures/ridge_r2.png create mode 100644 genomics/docs/report/figures/saliency_top20.png create mode 100644 genomics/docs/report/figures/schema_diagram.png create mode 100644 genomics/docs/report/figures/sites_batch_effect.png create mode 100644 genomics/docs/report/figures/sites_composition.png create mode 100644 genomics/docs/report/figures/training_curves.png create mode 100644 genomics/docs/report/figures/workflow_pipeline.png create mode 100644 genomics/docs/report/make_report_figures.py create mode 100644 genomics/eda.py create mode 100644 genomics/embeddings.py create mode 100644 genomics/federated/client.py create mode 100644 genomics/federated/evaluate_global.py create mode 100644 genomics/federated/job.py create mode 100644 genomics/federated/local_only.py create mode 100644 genomics/federated/model.py create mode 100755 genomics/fetch_data.sh create mode 100644 genomics/graph_explore.py create mode 100644 genomics/graphrag_decoder.py create mode 100644 genomics/haplokg.py create mode 100644 genomics/haplokg_proteins.py create mode 100644 genomics/infer.py create mode 100644 genomics/load_env.sh create mode 100644 genomics/neo4j_load.py create mode 100644 genomics/proteome_linear_baseline.py create mode 100644 genomics/proteomics_synth_1000g.py create mode 100644 genomics/requirements.txt create mode 100755 genomics/run_all.sh create mode 100755 genomics/run_v2.sh create mode 100755 genomics/setup.sh create mode 100644 genomics/tests/conftest.py create mode 100644 genomics/tests/test_haplokg.py create mode 100644 genomics/tests/test_haplokg_proteins.py create mode 100644 genomics/train_gnn.py create mode 100644 genomics/train_gnn_v2.py diff --git a/genomics/.env.example b/genomics/.env.example new file mode 100644 index 0000000..1f7a3c5 --- /dev/null +++ b/genomics/.env.example @@ -0,0 +1,34 @@ +# ProGenome genomics: configuration template. +# cp .env.example .env # then fill in what you use; .env is git-ignored and read by config.py and every script +# Alternative location: ~/.progenome.env (same format, kept outside the repository). +# Precedence: variables exported in your shell > genomics/.env > ~/.progenome.env > defaults in config.py. +# Keep comments on their own lines. Check what is in effect with: make config + +# --- LLM decoder (make decode, run_v2.sh) -------------------------------------------------------- +# Key from https://build.nvidia.com (sign in, any model page, "Get API Key"); starts with nvapi- +NVIDIA_API_KEY=nvapi-REPLACE_ME +# Model id on the endpoint (default: Nemotron 3 Super) +NIM_MODEL=nvidia/nemotron-3-super-120b-a12b +# Any OpenAI-compatible chat-completions endpoint (a local NIM container, vLLM, ...) +NIM_URL=https://integrate.api.nvidia.com/v1/chat/completions + +# --- Neo4j browser (make neo4j-load) ---------------------------------------------------------------- +# Defaults match docker-compose.yml; change both if you change one +NEO4J_URI=bolt://localhost:7687 +NEO4J_USER=neo4j +NEO4J_PASSWORD=progenome + +# --- Data and defaults ------------------------------------------------------------------------------ +# Where fetch_data.sh downloads the HaploGraph from +HAPLOBLOCKS_BASE=https://data.haploblocks.org +# Chromosome for every stage (also: CHROM=chr21 make run) +CHROM=chr22 +# Optional: move the 15 MB of data and the ~400 MB of outputs elsewhere +# PROGENOME_DATA_DIR=/data/progenome/data +# PROGENOME_OUTPUTS_DIR=/data/progenome/outputs + +# --- NVIDIA Brev (make brev) ------------------------------------------------------------------------- +# The CLI stores its own login (brev login --api-key ...); these only choose the instance +BREV_INSTANCE=progenome-gpu +BREV_TYPE=g2-standard-4:nvidia-l4:1 +# A100 example: BREV_INSTANCE=progenome-a100 BREV_TYPE=a100-80gb.1x diff --git a/genomics/.gitignore b/genomics/.gitignore new file mode 100644 index 0000000..0dcb2fd --- /dev/null +++ b/genomics/.gitignore @@ -0,0 +1,9 @@ +__pycache__/ +.pytest_cache/ +.venv/ +*.pyc +# downloaded inputs (re-fetch with fetch_data.sh) and generated outputs +data/ +outputs_brev/ +outputs/ +.env diff --git a/genomics/Dockerfile b/genomics/Dockerfile new file mode 100644 index 0000000..31000f9 --- /dev/null +++ b/genomics/Dockerfile @@ -0,0 +1,34 @@ +# ProGenome genomics pipeline: knowledge graph -> co-occurrence analysis -> GNN (PyTorch Geometric). +# CUDA image for NVIDIA Brev / any GPU box; the same image runs on CPU when no GPU is present. +# +# Build from the REPOSITORY ROOT so the two proteomics inputs are baked in (make docker does this): +# docker build -f genomics/Dockerfile -t progenome-genomics . +# Run (data/ and outputs/ bind-mounted; .env passed for the decoder): +# docker run --rm --gpus all --env-file genomics/.env -v $PWD/genomics/data:/app/genomics/data -v $PWD/genomics/outputs:/app/genomics/outputs progenome-genomics run_all.sh +# docker run --rm --gpus all -v ... progenome-genomics run_v2.sh +# docker run --rm --gpus all -v ... progenome-genomics -c "python train_gnn.py --target ancestry --init node2vec" +ARG BASE=pytorch/pytorch:2.14.0-cuda12.6-cudnn9-runtime +FROM ${BASE} +ARG PYG_WHEELS=https://data.pyg.org/whl/torch-2.14.0+cu126.html + +ENV PYTHONUNBUFFERED=1 PIP_NO_CACHE_DIR=1 PIP_BREAK_SYSTEM_PACKAGES=1 NX_CUGRAPH_AUTOCONFIG=True +RUN apt-get update && apt-get install -y --no-install-recommends curl ca-certificates && rm -rf /var/lib/apt/lists/* + +WORKDIR /app/genomics +COPY genomics/requirements.txt . +RUN pip install -r requirements.txt \ + && (pip install pyg_lib -f ${PYG_WHEELS} \ + || echo "no pyg_lib wheel for this torch build -> Node2Vec falls back to SVD") \ + && (pip install nx-cugraph-cu12 --extra-index-url https://pypi.nvidia.com \ + || echo "nx-cugraph not installed -> NetworkX runs on CPU") \ + && (pip install torch-tensorrt --extra-index-url https://download.pytorch.org/whl/cu126 \ + || echo "torch-tensorrt not installed -> infer.py --compile tensorrt falls back to inductor") + +COPY proteomics/uniprot_chr22.bed /app/proteomics/uniprot_chr22.bed +COPY proteomics/synthetic_proteomics_chr22/gene_symbol_cache.csv /app/proteomics/synthetic_proteomics_chr22/gene_symbol_cache.csv +COPY genomics/ /app/genomics/ +RUN python -m pytest tests -q + +# data/ and outputs/ are bind-mounted at run time (see docker-compose.yml) +ENTRYPOINT ["bash"] +CMD ["run_all.sh"] diff --git a/genomics/Dockerfile.dockerignore b/genomics/Dockerfile.dockerignore new file mode 100644 index 0000000..88a371a --- /dev/null +++ b/genomics/Dockerfile.dockerignore @@ -0,0 +1,15 @@ +# Build context is the repository root (docker build -f genomics/Dockerfile ..); keep the context small. +# BuildKit reads .dockerignore next to the Dockerfile. +* +!genomics/** +!proteomics/uniprot_chr22.bed +!proteomics/synthetic_proteomics_chr22/gene_symbol_cache.csv +genomics/data +genomics/outputs +genomics/outputs_brev +genomics/.venv +genomics/.env +genomics/docs/report/*.pdf +genomics/docs/report/*.docx +**/__pycache__ +**/.pytest_cache diff --git a/genomics/Makefile b/genomics/Makefile new file mode 100644 index 0000000..c645cac --- /dev/null +++ b/genomics/Makefile @@ -0,0 +1,93 @@ +# Clone-and-go entry points for the genomics pipeline. `make help` lists them. +CHROM ?= chr22 +INIT ?= svd +PY := .venv/bin/python + +.PHONY: help setup data kg analysis baseline graph gnn embeddings run run-v2 eda decode federated test docker docker-run docker-run-v2 docker-federated docker-shell config neo4j neo4j-load neo4j-down brev report clean + +help: ## show this help + @grep -E '^[a-z-]+:.*##' $(MAKEFILE_LIST) | awk -F':.*## ' '{printf " make %-12s %s\n", $$1, $$2}' + +setup: ## create .venv with torch (CPU or CUDA) + pinned deps, run unit tests + bash setup.sh + +data: ## download the HaploGraph, phenotypes and block stats for $(CHROM) + bash fetch_data.sh $(CHROM) + +kg: data ## build the knowledge graph (tables, sparse carriers, PyG HeteroData) + $(PY) build_kg.py --chrom $(CHROM) + +analysis: kg ## cluster/edge/block vs phenotype co-occurrence tests + plots + $(PY) cooccurrence_analysis.py --chrom $(CHROM) + +baseline: kg ## logistic-regression baseline, writes the shared train/val/test split + $(PY) baseline.py --chrom $(CHROM) + +graph: analysis ## NetworkX stats, GraphML export and plots of the graph + $(PY) graph_explore.py --chrom $(CHROM) + +gnn: baseline ## train the hetero-GNN on ancestry, population and sex (control) + for t in ancestry population sex; do $(PY) train_gnn.py --chrom $(CHROM) --target $$t --init $(INIT); done + +embeddings: gnn ## evaluate/plot SVD and GNN embeddings + $(PY) embeddings.py --chrom $(CHROM) + +run: ## the whole pipeline (same as run_all.sh) + PYTHON=$(PY) CHROM=$(CHROM) INIT=$(INIT) bash run_all.sh + +run-v2: run ## schema v2: proteomics on 1000G IDs, genes/proteins, genome+proteome GNN, EDA, decoder dry-run + PYTHON=$(PY) CHROM=$(CHROM) bash run_v2.sh + +eda: ## exploratory data analysis report -> outputs/eda/$(CHROM)/EDA.md + $(PY) eda.py --chrom $(CHROM) + +decode: ## GraphRAG insight for one person via NVIDIA NIM (needs NVIDIA_API_KEY; WHO=HG00103) + $(PY) graphrag_decoder.py --chrom $(CHROM) --individual $(or $(WHO),HG00103) --run phenotype_both_raw + +federated: ## NVFlare FedAvg over 3 sites (simulator), score the global model centrally, compare with each site alone + $(PY) federated/job.py --chrom $(CHROM) --rounds $(or $(ROUNDS),10) --local-epochs $(or $(LOCAL_EPOCHS),5) + $(PY) federated/evaluate_global.py --chrom $(CHROM) + $(PY) federated/local_only.py --chrom $(CHROM) --steps $$(( $(or $(ROUNDS),10) * $(or $(LOCAL_EPOCHS),5) )) + +test: ## unit tests + $(PY) -m pytest tests -q + +DOCKER_RUN = docker run --rm $$(command -v nvidia-smi >/dev/null 2>&1 && echo --gpus all) $$( [ -f .env ] && echo --env-file .env ) \ + -e CHROM=$(CHROM) -e INIT=$(INIT) -v $(PWD)/data:/app/genomics/data -v $(PWD)/outputs:/app/genomics/outputs progenome-genomics + +docker: ## build the CUDA image from the repository root (runs on CPU too); proteomics inputs are baked in + docker build -f Dockerfile -t progenome-genomics .. + +docker-run: ## v1 pipeline inside the image (GPU if available; .env passed if present) + $(DOCKER_RUN) run_all.sh + +docker-run-v2: ## v2 chain inside the image (after docker-run) + $(DOCKER_RUN) run_v2.sh + +docker-federated: ## NVFlare FedAvg inside the image (after docker-run-v2) + $(DOCKER_RUN) -c "python federated/job.py --chrom $(CHROM) --rounds $(or $(ROUNDS),30) --local-epochs $(or $(LOCAL_EPOCHS),5) && python federated/evaluate_global.py --chrom $(CHROM) && python federated/local_only.py --chrom $(CHROM) --steps $$(( $(or $(ROUNDS),30) * $(or $(LOCAL_EPOCHS),5) ))" + +docker-shell: ## interactive shell inside the image with data/ and outputs/ mounted + $(DOCKER_RUN:--rm=--rm -it) + +config: ## show the effective configuration (.env / ~/.progenome.env / defaults), secrets masked + $(PY) config.py + +neo4j: ## start Neo4j community at http://localhost:7474 (neo4j / progenome) + docker compose up -d neo4j + +neo4j-load: neo4j ## load the knowledge graph into Neo4j + $(PY) neo4j_load.py --chrom $(CHROM) + +neo4j-down: ## stop Neo4j (keeps its data volume) + docker compose down + +brev: ## create/use a Brev GPU instance, build there, run with Node2Vec + TensorRT benchmark, copy outputs back + bash brev_deploy.sh + +report: ## rebuild docs/report (figures -> .tex + .docx -> .pdf); needs node with the docx package and tectonic + $(PY) docs/report/make_report_figures.py + cd docs/report && node build_report.js && (command -v tectonic >/dev/null && tectonic ProGenome_KT.tex || echo "tectonic not installed: compile ProGenome_KT.tex with pdflatex/xelatex") + +clean: ## remove generated outputs (keeps downloaded data) + rm -rf outputs diff --git a/genomics/README.md b/genomics/README.md new file mode 100644 index 0000000..045246b --- /dev/null +++ b/genomics/README.md @@ -0,0 +1,322 @@ +# genomics/ — haploblock knowledge graph → phenotypes → proteomics → GNN → LLM + +[![Python](https://img.shields.io/badge/Python-3.10--3.13-3776AB?logo=python&logoColor=white)](https://www.python.org/) +[![PyTorch](https://img.shields.io/badge/PyTorch-2.14-EE4C2C?logo=pytorch&logoColor=white)](https://pytorch.org/) +[![PyTorch Geometric](https://img.shields.io/badge/PyTorch%20Geometric-2.8-3C2179)](https://pyg.org/) +[![CUDA](https://img.shields.io/badge/CUDA-12.6-76B900?logo=nvidia&logoColor=white)](https://developer.nvidia.com/cuda-toolkit) +[![Docker](https://img.shields.io/badge/Docker-Containerized-2496ED?logo=docker&logoColor=white)](Dockerfile) +[![NVIDIA FLARE](https://img.shields.io/badge/NVIDIA%20FLARE-2.9%20FedAvg-76B900?logo=nvidia&logoColor=white)](https://github.com/NVIDIA/NVFlare) +[![NVIDIA NIM](https://img.shields.io/badge/NVIDIA%20NIM-Nemotron%203%20Super-76B900?logo=nvidia&logoColor=white)](https://build.nvidia.com/) +[![NVIDIA Brev](https://img.shields.io/badge/NVIDIA%20Brev-A100%2080GB-76B900?logo=nvidia&logoColor=white)](https://brev.nvidia.com/) +[![Neo4j](https://img.shields.io/badge/Neo4j-5.26%20community-008CC1?logo=neo4j&logoColor=white)](https://neo4j.com/) +[![NetworkX](https://img.shields.io/badge/NetworkX-3.6%20%2B%20nx--cugraph-1B6AC6)](https://networkx.org/) +[![Data](https://img.shields.io/badge/Data-1000G%20HaploGraph%20chr22-0E7C7B)](https://data.haploblocks.org/haplograph/1000G/) +[![Tests](https://img.shields.io/badge/tests-11%20passing-brightgreen?logo=pytest&logoColor=white)](tests/) +[![Hackathon](https://img.shields.io/badge/Nordic%20Biobank%20x%20NVIDIA-Federated%20Learning%20Hackathon%202026-5A9E3F)](https://github.com/collaborativebioinformatics/ProGenome) + +The genome side of ProGenome, plus the join to proteomics. It takes the **published 1000 Genomes +HaploGraph** (built for this hackathon at Rigshospitalet, ), +connects it to the **real 1000G labels** (ancestry, population, sex) and to **per-site proteomics keyed by the +same sample IDs**, trains a heterogeneous **PyTorch Geometric GNN**, and decodes a person's graph neighbourhood +with an **LLM (NVIDIA NIM)** into a cited insight. Everything runs from a clone; chr22 takes ~10 min on a laptop CPU +and ~2 min on an A100. + +Architecture page (data flow, schema, federated topology, stack): `docs/architecture.html` · +Mermaid source for Lucidchart / GitHub: `docs/architecture.mmd`. + +## Quick start + +```bash +git clone https://github.com/collaborativebioinformatics/ProGenome.git +cd ProGenome && git checkout modelling && cd genomics +make setup # .venv with torch (CPU, or CUDA if nvidia-smi works) + pinned deps, runs the unit tests (~30 s with uv) +make run # v1: fetch -> knowledge graph -> co-occurrence analysis -> baseline -> graph plots -> GNN -> embeddings (~6 min CPU) +make run-v2 # v2: proteomics on 1000G IDs -> genes/proteins in the graph -> EDA -> genome+proteome GNN -> ridge -> decoder (~19 min CPU) +make federated ROUNDS=30 LOCAL_EPOCHS=5 # NVFlare FedAvg over 3 sites + central scoring + each site alone (~4 min CPU) +make decode WHO=HG00103 # LLM insight for one person via NVIDIA NIM (needs an API key, step 4 below) +make neo4j-load # browse the graph at http://localhost:7474 (neo4j / progenome) +make docker # CUDA image (pytorch 2.14 + cu12.6, PyG 2.8, pyg-lib, nx-cugraph, torch-tensorrt); runs on CPU too +make brev # create/use a Brev GPU instance, build there, run everything, copy outputs back +make help # every target +``` + +## Implementation guide: from clone to every result + +Everything below was executed end-to-end on 18 Sept 2026 from an empty folder on a laptop (Apple M2, CPU only, 30 min) +and on an A100 through the Docker image (14 min). Numbers you should see are in the *Results* section; the tolerance +between runs is stated there. + +### 0. What you need + +| Need | Details | +|---|---| +| OS, Python | macOS or Linux; Python 3.10-3.13 (3.13 tested). `uv` is optional and makes `make setup` take 30 s instead of minutes. | +| Tools | git, curl, make, bash. `md5sum` or macOS `md5` for the download check. | +| Resources | ~8 GB RAM, ~2 GB disk (15 MB download, ~400 MB of outputs). No GPU needed for chr22. | +| Network | data.haploblocks.org (the graph), download.pytorch.org and PyPI (setup), integrate.api.nvidia.com (decoder only). | +| Optional GPU | NVIDIA driver with CUDA 12.6: `setup.sh` picks CUDA wheels automatically. Docker + NVIDIA Container Toolkit for the image. | +| Optional cloud | NVIDIA Brev CLI and account for `make brev`. | +| Optional LLM | An NVIDIA API key (free tier is enough) for `make decode`; without it the decoder prints the prompt and stops. | + +### 1. Clone and set up + +```bash +git clone https://github.com/collaborativebioinformatics/ProGenome.git +cd ProGenome && git checkout modelling && cd genomics +make setup +``` + +`setup.sh` creates `./.venv`, installs torch 2.14.0 from the CPU index (or cu126 if `nvidia-smi` works), the pinned +`requirements.txt`, then runs the 11 unit tests and prints the torch / PyG / CUDA versions. Force a variant with +`TORCH_INDEX=cpu bash setup.sh` or `PYTHON=python3.12 bash setup.sh`. Every later command uses `.venv/bin/python` through +the Makefile, so nothing needs activating. + +### 2. Genome side (v1): `make run` + +Runs `fetch_data.sh` (md5-verified download of the chr22 HaploGraph, phenotypes and block statistics into `data/`), +`build_kg.py`, `cooccurrence_analysis.py`, `baseline.py`, `graph_explore.py`, `train_gnn.py` for ancestry, population +and sex, and `embeddings.py`. Check these files when it finishes: + +| File | What to expect | +|---|---| +| `outputs/kg/chr22/summary.json` | 2,548 individuals, 6,551 kept clusters, 2,365,574 CARRIES, 187,030 CO_OCCURS, 0 edges dropped | +| `outputs/cooccurrence/chr22/summary.json` | 6,470 ancestry-associated clusters, 0 sex-associated, edge cosine 0.86 vs 0.22 | +| `outputs/baseline/chr22/metrics.json` | test balanced accuracy ancestry 0.977, population 0.614, sex 0.463 | +| `outputs/gnn/chr22/ancestry_svd/metrics.json` | 0.974 (population_svd 0.437, sex_svd ~0.50); `history.csv`, `test_predictions.csv`, embeddings | +| `outputs/embeddings/chr22/embedding_quality.json` | silhouette by ancestry 0.06 (SVD) -> 0.70 (GNN) | + +Options: `CHROM=chr21 make run` (any chromosome on the server), `INIT=raw make gnn` (raw carrier row; population 0.611), +`INIT=node2vec` (needs pyg-lib, i.e. the GPU image; `--node2vec-epochs`, default 50). + +### 3. Proteomics integration (v2): `make run-v2` + +Runs `proteomics_synth_1000g.py` (synthetic proteomics on the real 1000G ids, 3 sites, `ground_truth.json`), +`build_kg_v2.py`, `eda.py`, `train_gnn_v2.py` for genome / proteome / both (SVD and raw input), the site and ancestry +controls, `proteome_linear_baseline.py`, and the decoder in dry-run mode (plus one real call if a key is configured). + +| File | What to expect | +|---|---| +| `outputs/kg/chr22/summary_v2.json` | 458 genes, 460 proteins, 1,063 block-gene overlaps, 1,065,712 MEASURED edges | +| `outputs/eda/chr22/EDA.md` | the 8-section report with tables and plots | +| `outputs/gnn_v2/chr22/phenotype_{genome,proteome,both}_svd/metrics.json` | AUC ~0.64 / 0.96 / 0.99 | +| `outputs/gnn_v2/chr22/phenotype_both_raw/metrics.json` | AUC ~0.99, `saliency.hits_in_ground_truth` 4 of 20, `saliency_top100.csv` | +| `outputs/gnn_v2/chr22/site_both_svd/metrics.json` | balanced accuracy ~0.30-0.34 (chance 0.33: the batch control) | +| `outputs/gnn_v2/chr22/proteome_ridge_baseline/metrics.json` | 4 of 20 cis proteins with test R2 > 0.1, 0 of 440 others | + +### 4. Configuration, credentials and the LLM decoder (NVIDIA NIM) + +All settings enter the code through **`config.py`**; scripts never read credentials on their own. Precedence: +variables exported in your shell > `genomics/.env` > `~/.progenome.env` > defaults. + +```bash +cp .env.example .env # template with every variable and a comment; .env is git-ignored +make config # prints what is in effect and where each value came from (secrets masked) +``` + +| Variable | Used by | Default | +|---|---|---| +| `NVIDIA_API_KEY` | `graphrag_decoder.py` (`make decode`, the real call in `run_v2.sh`) | none: required for the decoder | +| `NIM_MODEL`, `NIM_URL` | decoder model id and endpoint (any OpenAI-compatible chat server) | `nvidia/nemotron-3-super-120b-a12b`, `https://integrate.api.nvidia.com/v1/chat/completions` | +| `NEO4J_URI`, `NEO4J_USER`, `NEO4J_PASSWORD` | `neo4j_load.py` | `bolt://localhost:7687`, `neo4j`, `progenome` (matches docker-compose.yml) | +| `HAPLOBLOCKS_BASE`, `CHROM` | `fetch_data.sh`, every stage | `https://data.haploblocks.org`, `chr22` | +| `PROGENOME_DATA_DIR`, `PROGENOME_OUTPUTS_DIR` | move data / outputs elsewhere | `genomics/data`, `genomics/outputs` | +| `BREV_INSTANCE`, `BREV_TYPE` | `brev_deploy.sh` | `progenome-gpu`, `g2-standard-4:nvidia-l4:1` | + +Getting and using the LLM key: + +1. Sign in at , open any model page, click *Get API Key*; it starts with `nvapi-`. The free tier + covers this (one call is ~5,600 tokens, 4-13 s). +2. Put it in `.env` (`NVIDIA_API_KEY=nvapi-...`) or in `~/.progenome.env` outside the repository (`chmod 600`). +3. `make decode WHO=HG00103` (any 1000G id in the graph; people in the held-out split also get the GNN's prediction). + Output: `outputs/graphrag/chr22/HG00103_insight.json` (summary, ancestry and phenotype assessments, genome-proteome + links, caveats, cited ids, citation check, token usage) and `HG00103_context.json` (exactly what the model was given). + `.venv/bin/python graphrag_decoder.py --individual HG00103 --dry-run` prints the prompt without calling anything; + `--reasoning low|medium|high` turns on Nemotron's separate reasoning field (slower); `--run` picks another GNN run folder. +4. The call is `POST $NIM_URL` with `Authorization: Bearer $NVIDIA_API_KEY` and body `{model, messages, temperature 0.2, + max_tokens 4000, reasoning_effort "none"}`. A local NIM container, vLLM or any OpenAI-compatible server works by + changing `NIM_URL` and `NIM_MODEL`; a local NIM on the GPU box keeps patient context on site. + +### 5. Federated learning (NVFlare): `make federated ROUNDS=30 LOCAL_EPOCHS=5` + +Runs `federated/job.py` (FedAvgRecipe, 3 simulated sites as threads, only weights exchanged), `federated/evaluate_global.py` +(scores `FL_global_model.pt` on the same 376 held-out people as the central model) and `federated/local_only.py` +(each site alone, same number of steps). Expect in `outputs/federated/chr22/evaluation.json` a global AUC of 0.987-0.998 +against a central 0.992-0.995, and in `local_only_vs_federated.json` site-alone AUCs of 0.986-0.998. The NVFlare +workspace (logs, per-round metrics, global models) is under `outputs/federated/chr22/workspace/`. Ten rounds are not +enough (AUC 0.955); thirty converge. To run across real machines use NVFlare POC mode with the same `client.py` and +`model.py`; each site needs the shared graph files (`outputs/kg/chr22/`), its own people and the split file. + +### 6. Browse the graph: `make neo4j-load` + +Starts Neo4j 5.26 community with docker compose and loads the graph (a few minutes for the 2.4 M CARRIES edges). Open + (user `neo4j`, password `progenome`) and try +`MATCH (i:Individual {id:'HG00096'})-[:CARRIES]->(c:Cluster)-[:IN_BLOCK]->(b:Block) RETURN i,c,b LIMIT 50`. +`make neo4j-down` stops it and keeps the volume. + +### 7. GPU: Docker image and Brev + +* **Docker is the whole solution in one image.** `make docker` builds `progenome-genomics` from the repository root + (`docker build -f genomics/Dockerfile ..`) on `pytorch/pytorch:2.14.0-cuda12.6-cudnn9-runtime` with PyG 2.8, pyg-lib, + nx-cugraph, torch-tensorrt and NVFlare; the two proteomics inputs are baked in and the 11 unit tests run inside the build + (~10 GB, ~4 min on an A100). Only `data/` (15 MB, downloaded on first run) and `outputs/` are bind-mounted, and `.env` + is passed in when present. Then, on a Linux box with the NVIDIA Container Toolkit (or CPU-only without `--gpus`): + ```bash + make docker-run # v1 chain make docker-run-v2 # v2 chain incl. decoder if .env has a key + make docker-federated # NVFlare + scoring make docker-shell # interactive shell in the image + docker run --rm --gpus all -v $PWD/data:/app/genomics/data -v $PWD/outputs:/app/genomics/outputs progenome-genomics -c "python train_gnn.py --target ancestry --init node2vec" + ``` + `docker compose up -d neo4j` adds the graph browser next to it. Not in the image: the report toolchain (Node.js, tectonic) + and the Brev CLI. On Apple silicon the image builds under emulation and runs CPU-only: use `make setup` there instead. +* **Brev**: `brew install brevdev/homebrew-brev/brev` (or the installer at ), + `brev login --api-key `, then `make brev`. `brev_deploy.sh` creates the + instance if missing (default `g2-standard-4:nvidia-l4:1`, an L4 on GCP; `BREV_INSTANCE=progenome-a100 BREV_TYPE=a100-80gb.1x` + for an A100 where your account has a provider), waits for it, uploads the code, builds the image natively, runs the v1 + chain and the inference benchmark, and copies everything to `outputs_brev//`. Stop billing with + `brev stop ` (delete with `brev delete`). +* **Inference benchmark**: `.venv/bin/python infer.py --run ancestry_svd --compile inductor` (eager vs `torch.compile`, + reports the max logit difference); `--compile tensorrt` requires torch-tensorrt (in the image) and did not finish on this + hetero-GNN. + +### 8. The report and the docs + +**Presenting or reviewing? Start with [RESULTS.md](RESULTS.md)**: methods and results on one GitHub page with every figure. +`docs/report/ProGenome_KT.pdf` (+ `.docx`, `.tex`) is the full knowledge-transfer document; `docs/DEEP_DIVE.md` has the +formulas and shapes, `docs/METHODS.md` the short account, `docs/architecture.html` / `.mmd` the diagrams. `make report` +regenerates the figures from `outputs*/` and rebuilds the three formats (needs Node.js with the `docx` package on +`NODE_PATH`, and `tectonic` or another LaTeX engine). + +### 9. Troubleshooting + +| Symptom | Cause and fix | +|---|---| +| `no pyg_lib wheel for this torch build -> Node2Vec falls back to SVD` | Expected on CPU / macOS; `--init node2vec` needs the GPU image. SVD is the default and the better start anyway. | +| torch will not install | Python must be 3.10-3.13: `PYTHON=python3.12 bash setup.sh`; CPU-only box: `TORCH_INDEX=cpu`. | +| `MISMATCH` in the md5 check | A partial download: `rm -rf data && make data`. | +| `NVIDIA_API_KEY is not set` | `cp .env.example .env` and fill it in (or `~/.progenome.env`, or export it); `make config` shows what is loaded. | +| Decoder: `model did not return JSON` | Rare; the raw reply is saved as `_raw.txt`; rerun, or use `--reasoning none` (the default). | +| `brev create` fails with `cloudCredId or workspaceGroupId must be specified` | That instance type has no provider on your account; use the default L4 or a type listed by `brev ls --types`. | +| `brev exec` hangs | Not used: the deploy script talks to the box over `ssh ` (alias written by `brev refresh`). | +| Docker `externally-managed-environment` | Already handled (`PIP_BREAK_SYSTEM_PACKAGES=1` in the Dockerfile). | +| Docker on Apple silicon is very slow / no GPU | Expected (amd64 emulation); use the venv path locally and the image on Linux/Brev. | +| NVFlare run shows `status: None` | Normal for the simulator; look at `evaluation.json` and the workspace logs instead. | +| Different numbers than documented | Counts and statistics must be identical; model scores vary by up to ~0.01 AUC between runs (GPU kernels, FedAvg). | + +## How the pieces connect + +The HaploGraph file `nodes.csv.gz` has **one row per haploblock cluster and one 0/1 column per 1000G individual**. +`phenotypes_real.csv` and the proteomics matrices are keyed by the **same sample IDs** (`HG00096`, …). That single +string is the whole join: + +``` +Individual ─CARRIES→ Cluster ─IN_BLOCK→ Block ─OVERLAPS→ Gene ─ENCODES→ Protein +Individual ─MEASURED{log2, z}→ Protein Cluster ─CO_OCCURS{weight, lift}→ Cluster +``` + +Phenotypes are *properties* of the Individual node — training targets, never neighbours — so the GNN cannot read +the label off the graph. Individuals being their own node type is what makes the graph federatable: the +cluster/block/gene/protein graph is public and identical at every site; a site holds only its Individual nodes and +their CARRIES / MEASURED edges. + +| node / edge (chr22) | from | count | +|---|---|---| +| `Individual` {ancestry, population, sex, site, phenotype} | `phenotypes_real.csv` (2,503 labelled) + proteomics metadata | 2,548 | +| `Cluster` {support, block stats} | `nodes.csv.gz`, symmetric support filter ≥ 25 | 6,551 | +| `Block` {length, n_clusters, entropy, dominance} | `block_stats.tsv` | 669 | +| `Gene` · `Protein` | `../proteomics/uniprot_chr22.bed` (isoforms collapsed) | 458 · 460 | +| `CARRIES` | `nodes.csv.gz` | 2,365,574 | +| `CO_OCCURS` (weight, lift ≥ 5) | `edges_lift_above_threshold.csv.gz` | 187,030 | +| `IN_BLOCK` · `NEXT_BLOCK` · `OVERLAPS` · `ENCODES` | ids / coordinates | 6,551 · 668 · 1,063 · 460 | +| `MEASURED` (harmonised: robust z per site × protein; LOD-missing = no edge) | proteomics matrices | 1,065,712 | + +**Controls** are part of the design: `sex` (chr22 is autosomal → must be chance) and `site` (sites are +mixed-ancestry batches → must be chance). Every model is scored on the same seeded 70/15/15 split over individuals. + +## Results (chr22, seed 42, held-out test set) + +Graph ↔ phenotype (`cooccurrence_analysis.py`): 98.8 % of clusters are ancestry-associated (FDR 5 %), **0 %** +sex-associated; co-occurring clusters share ancestry profiles (cosine 0.86 vs 0.22 for shuffled pairs). + +| target | classes | logistic regression | GNN | +|---|---|---|---| +| ancestry (real) | 5 | 0.977 bal-acc | 0.974 (SVD init) | +| population (real) | 26 | 0.614 | 0.611 (`--init raw`) | +| sex — control | 2 | 0.463 | 0.503 | + +Genome + proteome (`train_gnn_v2.py`, synthetic phenotype with saved ground truth; AUC on the same test people): + +| modality | AUC | balanced accuracy | +|---|---|---| +| genome only | 0.60 | 0.57 | +| proteome only (MLP) | 0.96 | 0.96 | +| **genome + proteome (graph)** | **0.99** | **0.97** | +| site — batch control | — | 0.30 (chance 0.33) | + +Genome → proteome: the cis effects are in the data (per-cluster/protein r² up to 0.54, `eda.py` §8) and a per-protein +ridge recovers the strong ones (4/20 cis proteins with test R² > 0.1, 0/440 others; `proteome_linear_baseline.py`), +but the GNN's 64-d embedding does not — the GNN is the integration/embedding tool, cis discovery wants sparse +per-protein models or a pQTL edge prior (UKB-PPP on AWS Open Data is the planned source). + +Embeddings: the ancestry-GNN's 64-d space has silhouette 0.70 by ancestry vs 0.06 for plain SVD (`embeddings.py`). +SVD initialisation is essential (free learned embeddings: 0.585). Node2Vec (`--init node2vec`, pyg-lib, 50 pretraining +epochs, A100) is a working but weaker start: ancestry 0.950, population 0.292, sex 0.489; the same 0.70 silhouette. + +Compute (A100 80 GB via Brev): GNN epoch 0.10 s (0.95 s on an M2 CPU); inference over the full graph 36 ms eager → +**4.9 ms with `torch.compile`** (7.5×, identical logits). Torch-TensorRT compilation of this scatter-heavy hetero-GNN +did not finish in 3 h and is not reported. + +Decoder (`graphrag_decoder.py`, Nemotron 3 Super, `reasoning_effort=none`): ~13 s per person, 25 cited ids, 0 invented. + +Federated (`federated/job.py`, NVFlare 2.9 FedAvg, 3 mixed-ancestry sites, each training only on its own people; +only weights exchanged; `make federated`): after 30 rounds × 5 local epochs the global model scores **AUC 0.998 / +balanced accuracy 0.963** on the same 376 held-out people as the central model (0.992 / 0.969); per site 1.000 / +0.999 / 0.997. Ten rounds were not enough (0.955); thirty converge. ~4 min on the M2 CPU. +Site-alone comparison (`federated/local_only.py`, same 150 steps per site): a lone site reaches own-test AUC 0.998 / 0.986 / 0.988 and transfers to the other sites at worst 0.949 / 0.969 / 0.997; the federated model scores 0.999 / 1.000 / 0.968 on the same people. With only 50 steps per site (10 rounds) lone sites reach 0.88-0.92 while the federated model reaches +0.99. Federation costs nothing when a site has enough data and budget, helps when it does not, and in both cases solves the +constraint (one model trained on everyone, no row leaves a site). A larger gain is expected with ancestry-pure sites, the next experiment. + +Reproduction (18 Sept): a simulated fresh clone on the laptop (`make setup && make run && make run-v2 && make federated`) +and the Docker image rebuilt on the A100 both reproduce every count exactly and every score within run-to-run noise: +phenotype AUC both 0.994 (laptop) / 0.995 (A100), federated 0.996 / 0.987 vs central 0.994 / 0.995, +inference 36.3 -> 4.9 ms. Details: `docs/report/ProGenome_KT.pdf`, section 13. + +## Pipeline + +| step | script | writes | +|---|---|---| +| 1 | `fetch_data.sh` | `data/` — HaploGraph files, phenotypes, block stats (md5-verified) | +| 2 | `build_kg.py` (`haplokg.py`) | `outputs/kg//` tables, sparse `carries.npz`, PyG `hetero.pt` | +| 3 | `cooccurrence_analysis.py` | `outputs/cooccurrence//` | +| 4 | `baseline.py` | `outputs/baseline//` + shared split `outputs/splits/` | +| 5 | `graph_explore.py` (NetworkX; cuGraph via `nx-cugraph` in the image) | `outputs/graph//` stats, GraphML, plots | +| 6 | `train_gnn.py` (`--init svd|node2vec|learned|raw`) | `outputs/gnn//_/` | +| 7 | `embeddings.py` | `outputs/embeddings//` | +| v2.1 | `proteomics_synth_1000g.py` | `outputs/proteomics_synth//` (+ `ground_truth.json`) | +| v2.2 | `build_kg_v2.py` (`haplokg_proteins.py`) | genes/proteins/measured tables, `hetero_v2.pt` | +| v2.3 | `eda.py` | `outputs/eda//EDA.md` + tables + plots | +| v2.4 | `train_gnn_v2.py` (`--modality genome|proteome|both`, `--target phenotype|site|ancestry|sex|proteome`) | `outputs/gnn_v2//` | +| v2.5 | `proteome_linear_baseline.py` | `outputs/gnn_v2//proteome_ridge_baseline/` | +| v2.6 | `graphrag_decoder.py` | `outputs/graphrag//_insight.json` | +| v2.7 | `federated/job.py` → `federated/evaluate_global.py` | `outputs/federated//` NVFlare workspace, `evaluation.json` | +| v2.8 | `federated/local_only.py` | `outputs/federated//local_only_vs_federated.json` (each site alone vs the global model) | +| — | `infer.py` (`--compile none|inductor|tensorrt`) | inference benchmark | +| — | `neo4j_load.py` + `docker-compose.yml` | Neo4j browser | +| — | `Dockerfile`, `run_all.sh`, `run_v2.sh`, `brev_deploy.sh`, `Makefile`, `setup.sh` | packaging / deploy | + +Tests: `make test` (toy graph: parsing, filtering, edge remapping, protein layer, HeteroData). + +## GNN + +`HeteroConv`, 2 layers, hidden 64, LayerNorm + residual, dropout 0.3: `SAGEConv` on carries / in_block / next_block / +overlaps / encodes (both directions), `GraphConv` with edge weights on co_occurs (normalised log lift) and measured +(harmonised z). Individual input = SVD-32 of the carrier matrix (or the raw carrier row) + the harmonised protein +vector and its observed mask; clusters and blocks add their z-scored statistics. Class-weighted cross-entropy, +Adam 5e-3, early stopping on validation balanced accuracy. With `--init raw`, a gradient saliency ranks clusters and +is scored against the ground-truth causal clusters (precision@20 = 0.20 vs 0.06 by chance). + +## Next + +* **Federated, next level:** weight FedAvg by site size (`aggregation_weights`), per-site held-out reporting only + (no central test set), NVFlare POC mode across real machines (the L4 and A100 as two sites). +* **Real proteomics:** Wu et al. 2013 LCL proteomics (95 HapMap individuals with 1000G IDs) for a real join; UKB-PPP + cis-pQTLs (AWS Open Data) as `Cluster → Protein` propensity edges. +* More chromosomes: `CHROM=chr21 make run`. diff --git a/genomics/RESULTS.md b/genomics/RESULTS.md new file mode 100644 index 0000000..b66d1f2 --- /dev/null +++ b/genomics/RESULTS.md @@ -0,0 +1,425 @@ +# ProGenome genomics: Methods and Results (chromosome 22) + +*Person-level knowledge graph of haploblock clusters, genes and proteins; a heterogeneous GNN encoder; an LLM decoder; +federated training with NVIDIA FLARE.* This page renders on GitHub and is meant to be presented from directly. Every +number comes from files under `genomics/outputs*/` (chr22, seed 42); figures are in `docs/report/figures/` and are +regenerated by `make report`. The companion documents are the [README](README.md) (implementation guide), the +[knowledge-transfer report](docs/report/ProGenome_KT.pdf) (38 pages) and the [deep dive](docs/DEEP_DIVE.md) (formulas). + +**In one sentence:** we joined the published 1000 Genomes HaploGraph to real labels and to per-site proteomics through +the sample id, trained a graph neural network on the resulting person-level graph, showed that genome + proteome through +the graph predicts a phenotype better than either alone (AUC 0.60 / 0.96 / 0.99) while negative controls stay at chance, +turned the model's outputs into cited per-person reports with an NVIDIA NIM language model, and trained the same model +federated across three sites with no loss (AUC 0.987-0.998 vs central 0.992-0.995). + +--- + +## 1. Goal + +The team README asks three questions. This is how they were operationalised and what was achieved: + +| RQ | Question | Operational form | Status | +|---|---|---|---| +| 1 | How can haploblock genomics connect to genes and proteomics in a graph model? | one typed graph: Individual, Cluster, Block, Gene, Protein; seven edge types; joined by the 1000G sample id | done (schema v2, browsable in Neo4j) | +| 2 | Can a GNN combine genomic and proteomic information to identify disease-related phenotype clusters? | ablation genome / proteome / both on a synthetic phenotype with saved ground truth; controls; saliency against the planted causal clusters | done: 0.60 / 0.96 / 0.99 AUC; controls at chance; top-3 salient clusters all causal | +| 3 | Can it be trained across institutions without transferring individual-level data? | NVFlare FedAvg, three sites, only weights exchanged, scored on the same held-out people as the central model | done in simulation: 0.987-0.998 vs 0.992-0.995 | + +![Workflow](docs/report/figures/workflow_pipeline.png) + +*Figure 1. The two pipeline chains: v1 (genome graph to phenotypes) and v2 (proteomics integration, decoder, +federated). Each box is one script with a Makefile target.* + +--- + +## 2. Data + +| Data | Source | Content | Role | +|---|---|---|---| +| HaploGraph nodes | data.haploblocks.org/haplograph/1000G/chr22 | 248,254 haplotype clusters x 2,548 people, 0/1 carrier matrix | person-to-cluster edges (CARRIES) | +| HaploGraph edges | same | 187,030 cluster pairs with weight and lift >= 5 | cluster-to-cluster edges (CO_OCCURS) | +| Block statistics | same | 669 recombination-defined blocks, 17.1-50.2 Mb, length, entropy, dominance | Block nodes | +| Phenotypes | 1000G panel, republished with the graph | ancestry (5), population (26), sex for 2,503 people | labels on the person node; never edges | +| Gene / protein BED | UCSC UniProt track (team) | 917 isoform rows -> 458 genes, 460 proteins | Gene, Protein nodes; OVERLAPS, ENCODES | +| Proteomics (synthetic, joinable) | `proteomics_synth_1000g.py` | 2,503 real 1000G ids, 3 mixed-ancestry sites, 460 proteins, phenotype driven by 20 causal clusters, cis effects, batch shift, missingness; `ground_truth.json` | MEASURED edges, person features, site and phenotype labels, ground truth | +| Proteomics (team, SITE ids) | `proteomics/` on main | 4,000 patients, not 1000G ids | validated the proteomics side; cannot join the genome | + +![Genome to graph](docs/report/figures/genome_to_graph.png) + +*Figure 2. Upstream (haploblocks.org): blocks from recombination peaks, phased haplotypes per person and block, MMseqs2 +clusters, the carrier matrix; our symmetric support filter keeps 6,551 clusters and reproduces the edge file's node set +exactly.* + +![Where each source enters](docs/report/figures/data_flow_map.png) + +*Figure 3. Where each data source enters and what the trained model produces. Phenotypes are targets and ground truth +only; the encoder can reach a label only through the loss on training people.* + +--- + +## 3. Methods + +### 3.1 Knowledge graph + +The HaploGraph has one node type (cluster) with people as a feature vector. We made the person a node type of its own, +which is what lets labels and protein measurements attach to a person and what makes the graph federatable: the +cluster / block / gene / protein layer is public and identical everywhere, a site holds only its people and their edges. + +| Node | Count | Edge | Count | +|---|---|---|---| +| Individual {ancestry, population, sex, site, phenotype} | 2,548 | Individual CARRIES Cluster | 2,365,574 | +| Cluster {support, block statistics} | 6,551 | Cluster CO_OCCURS {weight, lift} Cluster | 187,030 | +| Block {length, n_clusters, entropy, dominance} | 669 | Cluster IN_BLOCK Block; Block NEXT_BLOCK Block | 6,551; 668 | +| Gene | 458 | Block OVERLAPS Gene; Gene ENCODES Protein | 1,063; 460 | +| Protein | 460 | Individual MEASURED {log2, z} Protein (missing = no edge) | 1,065,712 | + +Cluster filter: keep a cluster if 25 <= carriers <= N - 25 (248,254 -> 6,551; 0 of 187,030 edges lose an endpoint). +Protein levels are harmonised per site and protein (robust z = (x - median) / (1.4826 MAD)) before entering the graph; +the between-site shift goes from 0.48 to 0.00 log2 while 227 proteins keep a phenotype association at FDR 5 %. + +![Schema](docs/report/figures/schema_diagram.png) + +*Figure 4. The schema with chr22 counts. Labels live on the Individual node, never as neighbours (a label neighbour would +let a two-layer GNN read the answer and report a meaningless 100 %).* + +### 3.2 Statistics before modelling + +For every cluster and label a 2 x k contingency test (Cramer's V = sqrt(chi2 / N)) with Benjamini-Hochberg FDR, all +6,551 tests in one sparse matrix product; for every edge the cosine similarity of the endpoints' ancestry-enrichment +profiles against a degree-preserving shuffled null. + +### 3.3 Embeddings and the GNN encoder + +Starting vectors: cluster and block statistics; for people and clusters a label-free 32-component SVD of the carrier +matrix (rows of U S and V S share one space). Alternatives compared: Node2Vec (pyg-lib, 50 epochs), free learned +embeddings, the raw carrier row. + +Encoder: PyTorch Geometric `HeteroConv`, two layers, hidden 64; `SAGEConv` (neighbour mean) on carries, in_block, +next_block, overlaps, encodes in both directions; `GraphConv` with edge weights on co_occurs (normalised log lift) and +measured (harmonised z, signed); LayerNorm + residual + ReLU + dropout 0.3 per layer; linear head on the person vector. +Class-weighted cross-entropy on training people only, Adam 5e-3, weight decay 5e-4, early stopping on validation +balanced accuracy (patience 30). Full batch: one epoch is one pass over the graph (0.95 s on an M2 CPU, 0.10 s on an A100). + +### 3.4 Evaluation protocol and controls + +One stratified 70/15/15 split over the 2,503 labelled people (seed 42), written once and reused by every model, so all +held-out numbers are on the same 376 people. Two negative controls are part of the design: **sex** (chr22 is autosomal, +so any signal is noise) and **site** (sites are mixed-ancestry random partitions, so any signal is batch). Metrics: +balanced accuracy (mean per-class recall), ROC-AUC for binary targets, macro-F1, silhouette and 5-NN accuracy for +embeddings, precision at 20 for saliency, R2 per protein for regression. + +### 3.5 Synthetic proteome with ground truth + +Per person (real 1000G id, real sex, random age, site by shuffling within ancestry): case/control logit = weighted sum over +20 causal clusters (beta ~ N(0, 1.5)) + small age term, calibrated to 38 % cases; each causal cluster shifts one protein +in its own block (cis, beta ~ N(0, 1)); 15 % of proteins respond to the phenotype (beta ~ N(0, 0.5)); age, sex, site +shift (sd 0.3) and biological + technical noise; missingness rising toward the detection limit (MNAR). The first version +shifted every protein with the phenotype and every model scored 1.0; the signal was made sparse on purpose. + +### 3.6 Decoder (GraphRAG with NVIDIA NIM) + +For one person, deterministic retrieval from the graph (profile with the true phenotype withheld, the GNN prediction, +salient clusters carried, the 8 most ancestry-informative clusters with block / genes / proteins, the 8 most extreme +protein levels with their encoding block, the 5 nearest people in the embedding) -> JSON (~4.5 k tokens) -> +`nvidia/nemotron-3-super-120b-a12b` on the OpenAI-compatible NIM endpoint (`reasoning_effort=none`, temperature 0.2) +under a system prompt that forbids new entities and requires every id verbatim -> cited ids validated against the context. + +### 3.7 Federated learning (NVIDIA FLARE 2.9) + +`FedAvgRecipe` + `SimEnv`, three sites (835 / 835 / 833 people, mixed ancestry). Each client builds its site subgraph +(`HeteroData.subgraph` over its own people; public node types kept whole), receives the global weights, evaluates them on +its own validation and test people, trains five full-batch epochs with local class weights and sends back weights, +metrics and the step count; the server averages (step-weighted) and keeps the best model by validation balanced +accuracy. Per round per site only one state dict (~0.5 M floats) and five scalars cross the boundary. The global model +is then scored centrally on the same 376 held-out people as the central model, and `local_only.py` trains each site alone +for the same 150 steps as the reference. + +![Federated topology](docs/report/figures/federated_topology.png) + +*Figure 5. Three sites with private people and edges, one shared public graph, weights only to the server.* + +### 3.8 Compute and packaging + +Python 3.13, PyTorch 2.14, PyG 2.8, pyg-lib, scikit-learn, scipy sparse, NetworkX (+ nx-cugraph), Neo4j 5.26; Docker +image `pytorch/pytorch:2.14.0-cuda12.6-cudnn9-runtime` + PyG + nx-cugraph + torch-tensorrt + NVFlare, built from the +repository root with the proteomics inputs baked in and the unit tests run at build time; NVIDIA Brev L4 and A100 80 GB; +`config.py` + `.env.example` as the single credential entry point; Makefile targets for every stage. + +--- + +## 4. Results + +### 4.1 The graph carries phenotype information, and the control is clean + +| Test | Ancestry | Population | Sex (control) | +|---|---|---|---| +| Clusters associated at FDR 5 % | 6,470 / 6,551 (98.8 %) | 6,378 (97.4 %) | **0** | +| Median / max Cramer's V | 0.20 / 0.81 | 0.24 / - | 0.013 / 0.03 | + +Edges: cosine similarity of endpoint ancestry profiles 0.86 (real) vs 0.22 (shuffled); 86 % of edges join clusters +enriched in the same ancestry (42 % expected); similarity rises with lift (0.84 -> 0.90 by quartile). The co-occurrence +graph is largely population structure: long-range co-inheritance within ancestries, not physical linkage. + +![Cramer's V](docs/report/figures/cramers_v.png) + +*Figure 6. Per-cluster association with each label. Ancestry and population carry signal; sex does not.* + +![Edge similarity](docs/report/figures/edge_similarity.png) + +*Figure 7. Co-occurring clusters share ancestry-enrichment profiles; shuffled pairs do not.* + +![Informative clusters](docs/report/figures/informative_clusters_heatmap.png) + +*Figure 8. The 30 most ancestry-informative clusters and the fraction of each ancestry that carries them.* + +### 4.2 Real labels: the GNN ties the linear baseline on accuracy and the control stays at chance + +| Target (real labels) | Classes | Logistic regression | GNN (SVD input) | +|---|---|---|---| +| ancestry | 5 | 0.977 | 0.974 | +| population | 26 | 0.614 | 0.437 (0.611 with the raw carrier row) | +| sex, negative control | 2 | 0.463 | 0.503 | + +Balanced accuracy on the 376 held-out people. On chr22 alone ancestry is almost a linear function of which clusters a +person carries, so the GNN cannot beat logistic regression on accuracy here; its value is the embedding space (4.3) and +the integration (4.4). + +![Baseline vs GNN](docs/report/figures/baseline_vs_gnn.png) + +*Figure 9. Real labels: logistic regression versus the GNN; sex at chance for both.* + +![Confusion matrices](docs/report/figures/confusion_matrices.png) + +*Figure 10. Ground truth versus prediction on the held-out people. Ancestry: 368 / 376 correct, the eight errors all +between AMR and EUR (admixture). Synthetic phenotype: genome + proteome through the graph 367 / 376 with one false case; +genome alone 202 / 376. Sex: a coin flip, as it must be.* + +### 4.3 Embeddings: what the GNN adds + +| Space | Silhouette by ancestry | 5-NN balanced accuracy | +|---|---|---| +| SVD-32 (label-free start) | 0.06 | 0.90 | +| GNN hidden layer, ancestry run | **0.70** | **0.97** | +| GNN with free learned embeddings | 0.33 | 0.61 | + +![Embedding of people](docs/report/figures/embedding_individuals.png) + +*Figure 11. The GNN's 64-d embedding of people in two dimensions: five ancestries separate, AMR spread between EUR and +AFR as admixture predicts; coloured by sex the same points are fully mixed.* + +![Embedding quality](docs/report/figures/embedding_quality.png) + +*Figure 12. Silhouette and nearest-neighbour accuracy for SVD and for each GNN's hidden layer.* + +![Starting embeddings](docs/report/figures/init_comparison.png) + +*Figure 13. The same GNN with different starting embeddings. SVD is the best start (ancestry 0.974); Node2Vec with 50 +pretraining epochs is a working but weaker alternative (0.950); free learned embeddings fail (0.585); the raw carrier +row is best for the 26-class population target (0.611).* + +### 4.4 Integration: genome + proteome through the graph beats either alone + +Synthetic phenotype with saved ground truth; same 376 held-out people; AUC. + +| Model | Input to the person node | Relations | AUC | Balanced accuracy | +|---|---|---|---|---| +| genome only (graph) | SVD-32 or raw carrier row | genome relations | 0.60-0.65 | 0.57-0.62 | +| proteome only (MLP, no graph) | harmonised z + observed mask | none | 0.96 | 0.96 | +| **genome + proteome (graph)** | both | all twelve | **0.99** | **0.95-0.97** | +| site, batch control (full graph) | both | all | - | 0.30-0.34 (chance 0.33) | +| ancestry (full graph) | both | all | - | 0.89-0.90 | + +Saliency (gradient of the case score w.r.t. the carrier row, averaged over test cases): the top three clusters are all +among the 20 planted causal clusters out of 6,551, four of the top twenty are (0.06 expected by chance). + +Genome -> proteome, kept as a negative result: regressing the 460 protein z-scores from the person embedding gives R2 ~ 0 +even for cis-affected proteins, while a per-protein ridge on the carrier row recovers 4 of 20 cis proteins at test +R2 > 0.1 and 0 of 440 others; the data's own ceiling (r2 between carrying the causal cluster and its protein) is 0.54 +max, 0.17 mean. The GNN is the integration and embedding tool; cis discovery wants sparse per-protein models or a +pQTL edge prior. + +![Results by modality](docs/report/figures/results_modalities.png) + +*Figure 14. Held-out AUC and balanced accuracy by modality; the site control sits at chance.* + +![Training curves](docs/report/figures/training_curves.png) + +*Figure 15. Training loss and validation balanced accuracy per epoch; early stopping picks the best validation epoch.* + +![Saliency](docs/report/figures/saliency_top20.png) + +*Figure 16. Cluster saliency of the combined model: ground-truth causal clusters (teal) among the top 20.* + +![Ridge](docs/report/figures/ridge_r2.png) + +*Figure 17. Per-protein ridge from the genome: only the strong cis effects are recoverable.* + +![Ground truth](docs/report/figures/ground_truth_effects.png) + +*Figure 18. What was planted: causal-cluster effects on the phenotype, cis effects on proteins, phenotype effects on the +70 responsive proteins, carrier frequencies of the causal clusters.* + +### 4.5 Decoder: from numbers to a cited report + +For HG00103 (EUR, GBR, 994 clusters carried, predicted control) the model answered in 13 s from a 4,555-token context +with a 1,020-token reply, cited 25 ids and invented none: + +> Individual HG00103 is of EUR ancestry (GBR population) and carries 994 haploblock clusters. The GNN phenotype +> prediction for this individual is 'control', which is a synthetic case/control label used for pipeline testing. +> Several ancestry-informative clusters are carried, showing high enrichment in various populations including EUR, +> EAS, and SAS. + +Genome-proteome links named, for example, cluster `chr22_40032702-40132216_cluster151` in the block encoding TNRC6B +(Q9UPQ9); caveats stated that the phenotype is synthetic and that ancestry is population structure, not a medical +finding. A second call on a fresh clone cited 4 ids and invented none: the wording varies, the citation check does not. + +![Person neighbourhood](docs/report/figures/person_neighbourhood.png) + +*Figure 19. What the decoder retrieves for one person: clusters with blocks, genes and proteins, extreme protein levels, +nearest neighbours in the embedding.* + +### 4.6 Federated: no loss, no data movement + +| Model | Balanced accuracy | AUC | Evaluated on | +|---|---|---|---| +| federated, 10 rounds x 5 epochs | 0.89 | 0.955 | the same 376 held-out people | +| federated, 30 rounds x 5 epochs | 0.963-0.971 | **0.987-0.998** (three runs) | the same 376 held-out people | +| central model (train_gnn_v2, both / raw) | 0.953-0.969 | 0.992-0.995 | the same 376 held-out people | +| federated model per site (30 rounds) | 0.98 / 0.98-0.99 / 0.93 | 0.999 / 1.000 / 0.968-0.997 | each site's own held-out people | + +With and without federation (same 150 optimizer steps per site): a lone site reaches own-site AUC 0.986-0.998 and +transfers to other sites at worst 0.949-0.997; the federated model scores 0.968-1.000 per site and 0.987-0.998 pooled. +With a smaller training budget the picture changes: at 50 steps per site (10 rounds, A100 Docker run) a lone site reaches +only 0.88-0.92 while the federated model, which has seen every site's people through the averaged weights, reaches +0.989-0.998 on the same per-site people. So federation costs nothing when a site has enough data and budget, and helps +clearly when it does not; in both cases what it solves is the constraint: one model trained on everyone with no row +leaving a site. A larger gain is expected with ancestry-pure sites. + +![FedAvg rounds](docs/report/figures/federated_rounds.png) + +*Figure 20. Global-model AUC and validation balanced accuracy at each site per round, against the central model.* + +![Federated vs central](docs/report/figures/federated_vs_central.png) + +*Figure 21. Central versus federated (10 and 30 rounds) on the same held-out people, and per site.* + +![Site alone vs federated](docs/report/figures/federated_site_alone.png) + +*Figure 22. Each site trained alone versus the federated global model on the same per-site held-out people.* + +### 4.7 Compute + +| Quantity | Laptop (M2 CPU) | A100 80 GB | +|---|---|---| +| GNN epoch (full graph) | 0.95 s | 0.10 s | +| whole chain from an empty folder | ~30 min | ~14 min incl. image build | +| full-graph inference, eager -> torch.compile | - | 36.3 ms -> 4.9 ms (7.4x, logits equal to 2e-6) | +| Torch-TensorRT | - | did not finish compiling this scatter-heavy hetero-GNN in 3 h; not claimed | + +![Compute](docs/report/figures/compute_benchmarks.png) + +*Figure 23. Epoch time laptop vs A100; inference eager vs torch.compile.* + +### 4.8 Reproduction + +Before the commit the chain was re-run from the committable files as a fresh clone on the laptop and through the rebuilt +Docker image on the A100. Every count is identical; every score is within run-to-run noise. + +| Quantity | Documented | Fresh clone, laptop | Rebuilt image, A100 | +|---|---|---|---| +| clusters / CARRIES / CO_OCCURS / MEASURED | 6,551 / 2,365,574 / 187,030 / 1,065,712 | identical | identical | +| ancestry-associated clusters / sex | 6,470 / 0 | 6,470 / 0 | 6,470 / 0 | +| baseline ancestry / population / sex | 0.977 / 0.614 / 0.463 | 0.977 / 0.614 / 0.463 | 0.981 / 0.614 / 0.463 | +| GNN ancestry / population / sex (SVD) | 0.974 / 0.437 / 0.503 | 0.974 / 0.437 / 0.503 | Node2Vec: 0.950 / 0.292 / 0.489 | +| phenotype AUC genome / proteome / both | 0.64 / 0.96 / 0.99 | 0.65 / 0.96 / 0.99 | 0.64 / 0.96 / 0.99 | +| site control (chance 0.33) | 0.30 | 0.34 | 0.30 | +| saliency hits in top 20; ridge cis / other | 4; 4 / 0 | 4; 4 / 0 | 4; 4 / 0 | +| federated AUC / central AUC | 0.998 / 0.992 | 0.996 / 0.994 | 0.987 / 0.995 | +| decoder cited / invented | 25 / 0 | 4 / 0 | dry run | +| unit tests | 11 pass | 11 pass | 11 pass (in the build) | + +--- + +## 5. Exploratory data analysis (selected) + +![Populations](docs/report/figures/eda_populations.png) + +*Figure 24. 1000G individuals per population, coloured by continental ancestry (2,503 labelled: AFR 660, EAS 504, +EUR 503, SAS 489, AMR 347).* + +![Blocks](docs/report/figures/eda_blocks.png) + +*Figure 25. Haploblocks: length (median 29.7 kb), clusters per block versus length, entropy along the chromosome.* + +![Clusters](docs/report/figures/eda_clusters.png) + +*Figure 26. Kept clusters: carriers per cluster and clusters carried per person (~928) by ancestry.* + +![Co-occurrence](docs/report/figures/eda_cooccurrence.png) + +*Figure 27. Co-occurrence edges: lift (median 5.5, max 76), distance between endpoints (tens of Mb), degree (max 358; the +top hubs are AFR-enriched rare clusters, the mega-hub artefact).* + +![Graph region](docs/report/figures/graph_region.png) + +*Figure 28. The densest published island of chr22: clusters coloured by the ancestry they are enriched in.* + +![Edge positions](docs/report/figures/graph_edge_positions.png) + +*Figure 29. All 187,030 edges by the positions of their endpoints: block structure and long-range population structure.* + +![Proteomics](docs/report/figures/eda_proteomics.png) + +*Figure 30. Synthetic proteomics: intensity distribution, missingness rising for low-abundance proteins (7.4 % overall, +up to 16 %), batch effect between sites before and after the harmoniser.* + +![Sites](docs/report/figures/sites_composition.png) + +*Figure 31. The three federated sites: people per site by ancestry (mixed by design), case prevalence, missing values.* + +![Batch effect](docs/report/figures/sites_batch_effect.png) + +*Figure 32. Per-site protein medians before and after harmonisation: the batch offsets vanish.* + +--- + +## 6. What is claimed and what is not + +* The case/control phenotype is synthetic: the integration numbers show the pipeline recovers a planted signal, not + biology. Ancestry, population and sex results are on real labels. +* Chromosome 22 only; nothing in the code is chromosome-specific (`CHROM=chr21 make run`). +* On single-label accuracy the GNN ties, not beats, logistic regression; its value is the embedding space and the + integration. +* The GNN embedding does not recover single-cluster cis effects; a per-protein ridge does for the strong ones. +* Federated evaluation reuses the central held-out people; a real deployment reports per site only. Federation is run in + the NVFlare simulator, not across real machines. +* TensorRT is not part of the inference claim; torch.compile is. + +## 7. Relation to the proteomics analysis on main + +The main branch carries the proteomics-side pipeline on the team's 4,000-sample synthetic set: filtered logistic +regression (AUC 0.933), a hand-written FedAvg with logistic models (proteomics alone 0.962; age, sex and haplograph +summaries add < 0.001), a protein-centred knowledge graph, and two PyG models on a protein-projected graph that stay near +chance (AUC 0.51-0.52). Its report asks for "a different patient-level graph formulation". That formulation is this +branch: on main the patients are not nodes (SITE ids cannot attach to a haplotype cluster), here every person is a node +joined by a real 1000G id to their clusters and proteins, and the same GNN family reaches AUC 0.99 with the graph adding +signal over the proteome alone. Nothing in `genomics/` overlaps a path on main. + +## 8. Next steps + +1. Ancestry-pure sites: the federated experiment where FedAvg must fight client drift and site-alone models fail to + transfer. +2. Real proteomics: Wu et al. 2013 (95 HapMap LCLs with 1000G ids) as a real fourth site; UKB-PPP cis-pQTLs (AWS Open + Data) as Cluster -> Protein propensity edges. +3. NVFlare POC mode across real machines (the L4 and the A100 as two sites); per-site held-out reporting only. +4. More chromosomes, then the whole genome, with the same code. + +## 9. Reproduce + +```bash +git clone https://github.com/collaborativebioinformatics/ProGenome.git && cd ProGenome && git checkout modelling && cd genomics +make setup && make run && make run-v2 && make federated ROUNDS=30 LOCAL_EPOCHS=5 # ~30 min on a laptop CPU +cp .env.example .env # add NVIDIA_API_KEY for the decoder, then: make decode WHO=HG00103 +make report # regenerates every figure on this page and the PDF / DOCX / LaTeX report +``` + +The [README](README.md) has the full implementation guide, the expected output of every stage and a troubleshooting table. diff --git a/genomics/baseline.py b/genomics/baseline.py new file mode 100644 index 0000000..b3fc8aa --- /dev/null +++ b/genomics/baseline.py @@ -0,0 +1,100 @@ +#!/usr/bin/env python3 +"""Baseline: L2 logistic regression on the sparse carrier matrix. + +Individuals are the rows, kept haploblock clusters the 0/1 columns. One model +per target (ancestry, population, sex); C is chosen on the validation split; +metrics are reported on the untouched test split. Sex is the negative control +(autosomal chromosome -> expect chance level). The split is saved so that the +GNN is scored on exactly the same people. +""" +from __future__ import annotations + +import argparse +import json +from pathlib import Path + +import numpy as np +import pandas as pd +from sklearn.linear_model import LogisticRegression +from sklearn.metrics import accuracy_score, balanced_accuracy_score, f1_score + +import haplokg + +TARGETS = ("ancestry", "population", "sex") + + +def metrics(y_true, y_pred) -> dict: + return { + "accuracy": float(accuracy_score(y_true, y_pred)), + "balanced_accuracy": float(balanced_accuracy_score(y_true, y_pred)), + "macro_f1": float(f1_score(y_true, y_pred, average="macro", zero_division=0)), + "n": int(len(y_true)), + } + + +def main() -> int: + here = Path(__file__).resolve().parent + parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + parser.add_argument("--chrom", default="chr22") + parser.add_argument("--kg-dir", type=Path, default=None) + parser.add_argument("--out-dir", type=Path, default=None) + parser.add_argument("--split-path", type=Path, default=None) + parser.add_argument("--seed", type=int, default=42) + parser.add_argument("--C-grid", type=float, nargs="+", default=[0.01, 0.1, 1.0]) + args = parser.parse_args() + kg_dir = args.kg_dir or here / "outputs" / "kg" / args.chrom + out_dir = args.out_dir or here / "outputs" / "baseline" / args.chrom + split_path = args.split_path or here / "outputs" / "splits" / args.chrom / f"split_seed{args.seed}.csv" + out_dir.mkdir(parents=True, exist_ok=True) + + kg = haplokg.load_kg(kg_dir) + ind, clusters, X = kg["individuals"], kg["clusters"], kg["carries"].astype(np.float32) + split = haplokg.load_or_make_split(kg, split_path, seed=args.seed) + masks = {name: split == name for name in ("train", "val", "test")} + print({k: int(v.sum()) for k, v in masks.items()}, "unlabelled:", int((split == "unlabelled").sum())) + + report = {"chrom": args.chrom, "seed": args.seed, "n_features": int(X.shape[1]), "targets": {}} + for target in TARGETS: + y = ind[f"{target}_code"].to_numpy() + ok = y >= 0 # a few individuals lack a label for this target + tr, va, te = masks["train"] & ok, masks["val"] & ok, masks["test"] & ok + classes = kg["label_maps"][target] + + majority = np.bincount(y[tr]).argmax() + chance = metrics(y[te], np.full(te.sum(), majority)) + + best = None + for C in args.C_grid: + model = LogisticRegression(C=C, max_iter=5000, random_state=args.seed) + model.fit(X[tr], y[tr]) + val = metrics(y[va], model.predict(X[va])) + if best is None or val["balanced_accuracy"] > best[1]["balanced_accuracy"]: + best = (C, val, model) + C, val, model = best + test = metrics(y[te], model.predict(X[te])) + report["targets"][target] = {"C": C, "val": val, "test": test, "majority_class_test": chance, "n_classes": len(classes)} + print(f"{target:11s} C={C:<5} val bal-acc={val['balanced_accuracy']:.3f} TEST acc={test['accuracy']:.3f} " + f"bal-acc={test['balanced_accuracy']:.3f} macro-F1={test['macro_f1']:.3f} (majority-class acc={chance['accuracy']:.3f})") + + pd.DataFrame({ + "individual_id": ind.loc[te, "individual_id"].to_numpy(), + "true": [classes[i] for i in y[te]], + "pred": [classes[i] for i in model.predict(X[te])], + }).to_csv(out_dir / f"{target}_test_predictions.csv", index=False) + + # which clusters drive each class (largest positive coefficients) + coef = model.coef_ if model.coef_.shape[0] > 1 else np.vstack([-model.coef_[0], model.coef_[0]]) + rows = [] + for k, name in enumerate(classes): + for j in np.argsort(coef[k])[::-1][:10]: + rows.append({"class": name, "cluster_id": clusters.loc[j, "cluster_id"], "coef": float(coef[k, j]), + "support": int(clusters.loc[j, "support"])}) + pd.DataFrame(rows).to_csv(out_dir / f"{target}_top_clusters_per_class.csv", index=False) + + (out_dir / "metrics.json").write_text(json.dumps(report, indent=2)) + print(f"wrote {out_dir}") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/genomics/brev_deploy.sh b/genomics/brev_deploy.sh new file mode 100755 index 0000000..6e4c610 --- /dev/null +++ b/genomics/brev_deploy.sh @@ -0,0 +1,54 @@ +#!/usr/bin/env bash +# Deploy and run the pipeline on an NVIDIA Brev GPU instance, then pull the outputs back. +# bash brev_deploy.sh # instance $BREV_INSTANCE (default progenome-gpu); created if missing +# BREV_INSTANCE=progenome-a100 bash brev_deploy.sh +# STAGE=infer bash brev_deploy.sh # only the inference benchmark on an existing run +# INIT=node2vec bash brev_deploy.sh # Node2Vec instead of SVD starting embeddings (slightly weaker: ancestry 0.95 vs 0.97) +# Needs: brev CLI logged in (brev login --api-key ...). `brev refresh` writes an SSH alias named after the +# instance; this script drives the box with plain ssh/scp through that alias (brev exec is interactive-prone). +set -euo pipefail +cd "$(dirname "$0")" +. ./load_env.sh # BREV_INSTANCE / BREV_TYPE / INIT from .env +INSTANCE="${BREV_INSTANCE:-progenome-gpu}" +TYPE="${BREV_TYPE:-g2-standard-4:nvidia-l4:1}" # L4 24 GB (works without extra cloud credentials) +STAGE="${STAGE:-all}" # all | infer +INIT="${INIT:-svd}" # svd is the documented best; INIT=node2vec needs pyg_lib (in the image), 50 pretraining epochs +REMOTE=/home/ubuntu/progenome +SSH="ssh -o BatchMode=yes -o StrictHostKeyChecking=accept-new -o ServerAliveInterval=30" +SCP="scp -o BatchMode=yes -o StrictHostKeyChecking=accept-new" + +if ! brev ls 2>/dev/null | grep -qE "^\s*${INSTANCE}\s"; then + echo "== creating ${INSTANCE} (${TYPE})" + brev create "${INSTANCE}" --type "${TYPE}" --min-disk 100 --timeout 900 +fi +echo "== waiting for ${INSTANCE} shell" +until brev ls 2>/dev/null | grep -qE "^\s*${INSTANCE}\s+RUNNING\s+\S+\s+READY"; do sleep 15; done +brev refresh >/dev/null 2>&1 || true +$SSH "${INSTANCE}" 'nvidia-smi -L; docker --version' + +if [ "$STAGE" = all ]; then + echo "== upload code + data" + # genomics/ plus the two small proteomics inputs the v2 schema needs (protein BED, gene symbols) + tar czf /tmp/genomics_upload.tgz --exclude=outputs --exclude=outputs_brev --exclude='__pycache__' --exclude=.venv --exclude=.pytest_cache \ + -C .. genomics proteomics/uniprot_chr22.bed proteomics/synthetic_proteomics_chr22/gene_symbol_cache.csv + $SCP /tmp/genomics_upload.tgz "${INSTANCE}:/tmp/genomics_upload.tgz" + $SSH "${INSTANCE}" "mkdir -p ${REMOTE} && tar xzf /tmp/genomics_upload.tgz -C ${REMOTE} && ls ${REMOTE}/genomics | head -3" + + echo "== build image on the GPU box (native, no emulation)" + $SSH "${INSTANCE}" "cd ${REMOTE} && docker build -f genomics/Dockerfile -t progenome-genomics . 2>&1 | grep -E '^#[0-9]+ (DONE|ERROR)|passed|failed|error|Successfully|naming to' | tail -20" + + echo "== run the full pipeline on the GPU (INIT=${INIT})" + $SSH "${INSTANCE}" "cd ${REMOTE}/genomics && mkdir -p outputs && docker run --rm --gpus all -e INIT=${INIT} \ + -v ${REMOTE}/genomics/data:/app/genomics/data -v ${REMOTE}/genomics/outputs:/app/genomics/outputs progenome-genomics run_all.sh" +fi + +echo "== inference benchmark: eager vs Torch-TensorRT" +RUN_NAME=$($SSH "${INSTANCE}" "ls ${REMOTE}/genomics/outputs/gnn/chr22 2>/dev/null | grep -E '^ancestry_(node2vec|svd)$' | head -1") +$SSH "${INSTANCE}" "cd ${REMOTE}/genomics && docker run --rm --gpus all \ + -v ${REMOTE}/genomics/data:/app/genomics/data -v ${REMOTE}/genomics/outputs:/app/genomics/outputs progenome-genomics \ + -c 'python infer.py --run ${RUN_NAME} --compile none && python infer.py --run ${RUN_NAME} --compile inductor && python infer.py --run ${RUN_NAME} --compile tensorrt --precision fp16'" + +echo "== copy outputs back to outputs_brev/${INSTANCE}/" +mkdir -p "outputs_brev/${INSTANCE}" +$SCP -r "${INSTANCE}:${REMOTE}/genomics/outputs/." "outputs_brev/${INSTANCE}/" +echo "done. Stop billing when finished: brev stop ${INSTANCE} (delete: brev delete ${INSTANCE})" diff --git a/genomics/build_kg.py b/genomics/build_kg.py new file mode 100644 index 0000000..088f43f --- /dev/null +++ b/genomics/build_kg.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python3 +"""Build the haploblock knowledge graph for one chromosome. + + python build_kg.py --chrom chr22 --min-support 25 + +Reads data/ (see fetch_data.sh) and writes outputs/kg//: + individuals.csv clusters.csv blocks.csv co_occurs.csv next_block.csv + carries.npz sparse 0/1 matrix, individuals x kept clusters + label_maps.json class order for ancestry / population / sex codes + hetero.pt torch_geometric HeteroData (load with torch.load(..., weights_only=False)) + summary.json +""" +from __future__ import annotations + +import argparse +import json +import time +from pathlib import Path + +import haplokg + + +def main() -> int: + here = Path(__file__).resolve().parent + parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + parser.add_argument("--chrom", default="chr22") + parser.add_argument("--data-dir", type=Path, default=here / "data") + parser.add_argument("--out-dir", type=Path, default=None, help="default outputs/kg/") + parser.add_argument("--min-support", type=int, default=25, + help="keep clusters carried by >= this many individuals (default 25, same as the edge file)") + parser.add_argument("--no-symmetric", action="store_true", + help="also keep near-universal clusters (default drops clusters with < min-support non-carriers)") + parser.add_argument("--chunksize", type=int, default=8192) + parser.add_argument("--no-torch", action="store_true", help="skip writing hetero.pt") + args = parser.parse_args() + out_dir = args.out_dir or here / "outputs" / "kg" / args.chrom + + graph_dir = args.data_dir / "haplograph" / args.chrom + t0 = time.time() + print(f"[1/4] streaming {graph_dir / 'nodes.csv.gz'} ...", flush=True) + cluster_ids, block_ids, individual_ids, matrix = haplokg.read_node_matrix(graph_dir / "nodes.csv.gz", args.chunksize) + print(f" {matrix.shape[0]:,} clusters x {matrix.shape[1]:,} individuals, nnz={matrix.nnz:,} ({time.time()-t0:.0f}s)") + + print("[2/4] loading phenotypes, block stats, edges", flush=True) + phenotypes = haplokg.load_phenotypes(args.data_dir / "haplograph" / "phenotypes_real.csv") + block_stats = haplokg.load_block_stats(args.data_dir / "haploblocks" / "block_stats.tsv", args.chrom) + edges = haplokg.load_edges(graph_dir / "edges_lift_above_threshold.csv.gz") + + print(f"[3/4] building tables (min_support={args.min_support}, symmetric={not args.no_symmetric})", flush=True) + tables = haplokg.build_tables(cluster_ids, block_ids, individual_ids, matrix, phenotypes, block_stats, edges, + min_support=args.min_support, symmetric=not args.no_symmetric) + summary = haplokg.save_tables(tables, out_dir) + + if not args.no_torch: + import torch + print("[4/4] writing HeteroData", flush=True) + data = haplokg.to_hetero_data(tables) + torch.save(data, out_dir / "hetero.pt") + print(data) + print(json.dumps(summary, indent=2)) + print(f"wrote {out_dir} ({time.time()-t0:.0f}s total)") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/genomics/build_kg_v2.py b/genomics/build_kg_v2.py new file mode 100644 index 0000000..eacd3c7 --- /dev/null +++ b/genomics/build_kg_v2.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python3 +"""Schema v2: add genes, proteins and per-individual proteomics to the genome knowledge graph. + + python build_kg_v2.py --chrom chr22 # uses outputs/proteomics_synth/ + python build_kg_v2.py --chrom chr22 --measured my_measured_long.csv --metadata my_samples.csv + +Requires build_kg.py to have run. Writes genes.csv, proteins.csv, block_gene.csv, gene_protein.csv, +measured.csv, abundance_z.npz, abundance_observed.npz, individuals_v2.csv, label_maps_v2.json and +hetero_v2.pt into outputs/kg//. +""" +from __future__ import annotations + +import argparse +import json +from pathlib import Path + +import haplokg +import haplokg_proteins as hp + + +def main() -> int: + here = Path(__file__).resolve().parent + parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + parser.add_argument("--chrom", default="chr22") + parser.add_argument("--bed", type=Path, default=here.parent / "proteomics" / "uniprot_chr22.bed") + parser.add_argument("--symbols", type=Path, default=here.parent / "proteomics" / "synthetic_proteomics_chr22" / "gene_symbol_cache.csv") + parser.add_argument("--measured", type=Path, default=None, help="long csv: individual_id, protein_id, log2_intensity, site") + parser.add_argument("--metadata", type=Path, default=None, help="csv: sample_id, site, age, sex, phenotype") + args = parser.parse_args() + kg_dir = here / "outputs" / "kg" / args.chrom + synth = here / "outputs" / "proteomics_synth" / args.chrom + measured = args.measured or synth / "measured_long.csv" + metadata = args.metadata or synth / "sample_metadata.csv" + + kg = haplokg.load_kg(kg_dir) + t = hp.build_protein_tables(kg, args.bed, measured, metadata, args.symbols) + summary = hp.save_protein_tables(t, kg_dir) + + import torch + data = torch.load(kg_dir / "hetero.pt", weights_only=False) + data = hp.extend_hetero_data(data, t) + torch.save(data, kg_dir / "hetero_v2.pt") + print(data) + print(json.dumps(summary, indent=2)) + print(f"wrote {kg_dir}/hetero_v2.pt") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/genomics/config.py b/genomics/config.py new file mode 100644 index 0000000..5b522bf --- /dev/null +++ b/genomics/config.py @@ -0,0 +1,106 @@ +#!/usr/bin/env python3 +"""One place where credentials and settings enter the code. + +Precedence (first wins): variables already exported in the shell > genomics/.env > ~/.progenome.env > defaults. +Copy .env.example to .env and fill it in; .env is git-ignored. Every script that needs a credential or an endpoint +imports `settings` from here instead of reading os.environ itself. + + python config.py # prints the effective settings with secrets masked, and where each came from +""" +from __future__ import annotations + +import os +import sys +from dataclasses import dataclass, field, fields +from pathlib import Path + +GENOMICS = Path(__file__).resolve().parent +ENV_FILES = (GENOMICS / ".env", Path.home() / ".progenome.env") +SECRET_KEYS = {"NVIDIA_API_KEY", "NEO4J_PASSWORD", "BREV_API_KEY"} + + +def _parse_env_file(path: Path) -> dict[str, str]: + """KEY=VALUE lines; 'export KEY=VALUE' accepted; blank lines and full-line comments ignored; quotes stripped.""" + out: dict[str, str] = {} + for raw in path.read_text().splitlines(): + line = raw.strip() + if not line or line.startswith("#") or "=" not in line: + continue + key, value = line.split("=", 1) + key = key.removeprefix("export ").strip() + value = value.strip() + if value[:1] in ("'", '"') and value[-1:] == value[:1]: + value = value[1:-1] + if key: + out[key] = value + return out + + +def load_env_files() -> dict[str, str]: + """Put file values into os.environ for keys that are not already set; return {key: source} for reporting.""" + source: dict[str, str] = {} + for path in ENV_FILES: + if not path.exists(): + continue + for key, value in _parse_env_file(path).items(): + if key not in os.environ: + os.environ[key] = value + source[key] = str(path) + return source + + +_SOURCES = load_env_files() + + +def _env(key: str, default: str) -> str: + return os.environ.get(key, default) + + +@dataclass(frozen=True) +class Settings: + # LLM decoder (NVIDIA NIM or any OpenAI-compatible chat endpoint) + nvidia_api_key: str = field(default_factory=lambda: _env("NVIDIA_API_KEY", "")) + nim_model: str = field(default_factory=lambda: _env("NIM_MODEL", "nvidia/nemotron-3-super-120b-a12b")) + nim_url: str = field(default_factory=lambda: _env("NIM_URL", "https://integrate.api.nvidia.com/v1/chat/completions")) + # Neo4j browser + neo4j_uri: str = field(default_factory=lambda: _env("NEO4J_URI", "bolt://localhost:7687")) + neo4j_user: str = field(default_factory=lambda: _env("NEO4J_USER", "neo4j")) + neo4j_password: str = field(default_factory=lambda: _env("NEO4J_PASSWORD", "progenome")) + # data source and defaults + haploblocks_base: str = field(default_factory=lambda: _env("HAPLOBLOCKS_BASE", "https://data.haploblocks.org")) + chrom: str = field(default_factory=lambda: _env("CHROM", "chr22")) + # NVIDIA Brev (the CLI keeps its own login; these only pick the instance) + brev_instance: str = field(default_factory=lambda: _env("BREV_INSTANCE", "progenome-gpu")) + brev_type: str = field(default_factory=lambda: _env("BREV_TYPE", "g2-standard-4:nvidia-l4:1")) + # paths (relative to this folder unless overridden) + data_dir: Path = field(default_factory=lambda: Path(_env("PROGENOME_DATA_DIR", str(GENOMICS / "data")))) + outputs_dir: Path = field(default_factory=lambda: Path(_env("PROGENOME_OUTPUTS_DIR", str(GENOMICS / "outputs")))) + + +settings = Settings() + + +def require(env_key: str) -> str: + """Return a setting that must be present, or exit with instructions instead of a traceback.""" + value = os.environ.get(env_key, "") + if not value or value.endswith("REPLACE_ME"): + raise SystemExit(f"{env_key} is not set. Copy genomics/.env.example to genomics/.env (or ~/.progenome.env) and fill it in, " + f"or export {env_key}=... ; see README step 4.") + return value + + +def describe() -> str: + lines = [] + for f_ in fields(Settings): + key = f_.name.upper() if not f_.name.endswith("_dir") else f"PROGENOME_{f_.name.upper()}" + value = getattr(settings, f_.name) + shown = ("***" + str(value)[-4:] if value else "(not set)") if key in SECRET_KEYS else str(value) + origin = _SOURCES.get(key, "exported" if key in os.environ else "default") + lines.append(f"{key:24s} {shown:60s} [{origin}]") + return "\n".join(lines) + + +if __name__ == "__main__": + print(f"env files read: {[str(p) for p in ENV_FILES if p.exists()] or 'none'}") + print(describe()) + sys.exit(0) diff --git a/genomics/cooccurrence_analysis.py b/genomics/cooccurrence_analysis.py new file mode 100644 index 0000000..2bb3845 --- /dev/null +++ b/genomics/cooccurrence_analysis.py @@ -0,0 +1,213 @@ +#!/usr/bin/env python3 +"""Does the haploblock-cluster graph co-occur with phenotypes? + +Three questions, all answered from the knowledge graph in outputs/kg/: + +1. cluster x phenotype For every cluster: is being a carrier independent of + ancestry / population / sex? (chi-square on the 2 x k + carrier-by-class table, Cramer's V, BH-FDR). Sex is the + negative control: chr22 is autosomal, so nothing should + pass. +2. edge x phenotype Do co-occurring clusters (lift edges) have more similar + ancestry profiles than random cluster pairs? If the + graph structure tracks population structure, yes. +3. block x phenotype Where along the chromosome is the graph most + ancestry-informative? (max Cramer's V per block) + +Writes CSV tables, a summary.json and three PNGs to outputs/cooccurrence//. +""" +from __future__ import annotations + +import argparse +import json +from pathlib import Path + +import numpy as np +import pandas as pd +from scipy import sparse, stats + +import haplokg + +TARGETS = ("ancestry", "population", "sex") + + +def bh_fdr(p: np.ndarray) -> np.ndarray: + p = np.asarray(p, dtype=float) + n = len(p) + order = np.argsort(p) + ranked = p[order] * n / (np.arange(n) + 1) + q = np.minimum.accumulate(ranked[::-1])[::-1] + out = np.empty(n) + out[order] = np.clip(q, 0, 1) + return out + + +def association(carries: sparse.csr_matrix, codes: np.ndarray, n_classes: int) -> dict: + """Carrier-vs-class independence test for every cluster at once. + + carries: (n_labelled x clusters) 0/1; codes: class code per row (0..k-1). + Cramer's V for a 2 x k table is sqrt(chi2 / n) because min(2-1, k-1) = 1. + """ + n = carries.shape[0] + onehot = sparse.csr_matrix((np.ones(n), (np.arange(n), codes)), shape=(n, n_classes)) + carriers = np.asarray((onehot.T @ carries).todense(), dtype=float) # k x clusters + n_class = np.asarray(onehot.sum(axis=0)).ravel() # k + support = carriers.sum(axis=0) # clusters + non_carriers = n_class[:, None] - carriers + expected1 = np.outer(n_class, support) / n + expected0 = n_class[:, None] - expected1 + with np.errstate(divide="ignore", invalid="ignore"): + chi2 = np.nansum((carriers - expected1) ** 2 / expected1, axis=0) + \ + np.nansum((non_carriers - expected0) ** 2 / expected0, axis=0) + p = stats.chi2.sf(chi2, df=n_classes - 1) + frac = carriers / n_class[:, None] # P(carry | class) + overall = support / n + with np.errstate(divide="ignore", invalid="ignore"): + enrich = np.where(overall > 0, frac / overall, np.nan) # k x clusters + return { + "chi2": chi2, "p": p, "q": bh_fdr(p), "cramers_v": np.sqrt(chi2 / n), + "frac": frac, "enrich": enrich, "dominant": np.nanargmax(np.nan_to_num(enrich, nan=-1), axis=0), + "support": support, + } + + +def edge_profile_similarity(co: pd.DataFrame, enrich: np.ndarray, dominant: np.ndarray, rng: np.random.Generator) -> dict: + """Cosine similarity of the two endpoints' ancestry-deviation profiles, real edges vs shuffled targets.""" + deviation = np.nan_to_num(enrich.T - 1.0) # clusters x k, 0 = neutral + norm = np.linalg.norm(deviation, axis=1, keepdims=True) + unit = deviation / np.where(norm > 0, norm, 1.0) + src, dst = co["src"].to_numpy(), co["dst"].to_numpy() + perm = rng.permutation(dst) # keeps the degree of every source + cos_real = (unit[src] * unit[dst]).sum(1) + cos_null = (unit[src] * unit[perm]).sum(1) + same_real = dominant[src] == dominant[dst] + same_null = dominant[src] == dominant[perm] + rho, rho_p = stats.spearmanr(co["lift"].to_numpy(), cos_real) + return { + "n_edges": int(len(co)), + "profile_cosine_real_mean": float(cos_real.mean()), + "profile_cosine_null_mean": float(cos_null.mean()), + "same_dominant_ancestry_real": float(same_real.mean()), + "same_dominant_ancestry_null": float(same_null.mean()), + "spearman_lift_vs_profile_cosine": float(rho), + "spearman_p": float(rho_p), + "_cos_real": cos_real, "_cos_null": cos_null, + } + + +def main() -> int: + here = Path(__file__).resolve().parent + parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + parser.add_argument("--chrom", default="chr22") + parser.add_argument("--kg-dir", type=Path, default=None) + parser.add_argument("--out-dir", type=Path, default=None) + parser.add_argument("--fdr", type=float, default=0.05) + parser.add_argument("--seed", type=int, default=42) + parser.add_argument("--no-plots", action="store_true") + args = parser.parse_args() + kg_dir = args.kg_dir or here / "outputs" / "kg" / args.chrom + out_dir = args.out_dir or here / "outputs" / "cooccurrence" / args.chrom + out_dir.mkdir(parents=True, exist_ok=True) + rng = np.random.default_rng(args.seed) + + kg = haplokg.load_kg(kg_dir) + ind, clusters, blocks, co = kg["individuals"], kg["clusters"], kg["blocks"], kg["co_occurs"] + labelled = ind["ancestry_code"].to_numpy() >= 0 + carries = kg["carries"][labelled] + summary = {"chrom": args.chrom, "n_individuals_labelled": int(labelled.sum()), "n_clusters": int(len(clusters)), "fdr": args.fdr} + + # ---- 1. cluster x phenotype ------------------------------------------------- + table = clusters[["cluster_idx", "cluster_id", "block_id", "block_idx", "support"]].copy() + results = {} + for target in TARGETS: + codes = ind.loc[labelled, f"{target}_code"].to_numpy() + classes = kg["label_maps"][target] + res = association(carries, codes, len(classes)) + results[target] = res + table[f"{target}_cramers_v"] = res["cramers_v"] + table[f"{target}_p"] = res["p"] + table[f"{target}_q"] = res["q"] + table[f"{target}_dominant"] = [classes[i] for i in res["dominant"]] + if target == "ancestry": + for i, name in enumerate(classes): + table[f"carrier_frac_{name}"] = res["frac"][i] + sig = res["q"] < args.fdr + summary[f"{target}_clusters_significant"] = int(sig.sum()) + summary[f"{target}_clusters_significant_frac"] = float(sig.mean()) + summary[f"{target}_cramers_v_median"] = float(np.median(res["cramers_v"])) + summary[f"{target}_cramers_v_p90"] = float(np.quantile(res["cramers_v"], 0.9)) + table.to_csv(out_dir / "cluster_phenotype_association.csv", index=False) + top = table.sort_values("ancestry_cramers_v", ascending=False).head(25) + top.to_csv(out_dir / "top_ancestry_clusters.csv", index=False) + + # ---- 2. edge x phenotype ---------------------------------------------------- + edge = edge_profile_similarity(co, results["ancestry"]["enrich"], results["ancestry"]["dominant"], rng) + cos_real, cos_null = edge.pop("_cos_real"), edge.pop("_cos_null") + summary["edges"] = edge + # by lift quartile + q = pd.qcut(co["lift"], 4, labels=["Q1 (lowest lift)", "Q2", "Q3", "Q4 (highest lift)"]) + by_lift = pd.DataFrame({"lift_quartile": q, "cos": cos_real}).groupby("lift_quartile", observed=True)["cos"].agg(["mean", "count"]).reset_index() + by_lift.to_csv(out_dir / "edge_similarity_by_lift_quartile.csv", index=False) + summary["edges"]["profile_cosine_by_lift_quartile"] = dict(zip(by_lift["lift_quartile"].astype(str), by_lift["mean"].round(4))) + + # ---- 3. block x phenotype --------------------------------------------------- + per_block = table.groupby("block_idx").agg( + n_clusters_kept=("cluster_idx", "size"), + max_ancestry_v=("ancestry_cramers_v", "max"), + n_ancestry_significant=("ancestry_q", lambda s: int((s < args.fdr).sum())), + max_sex_v=("sex_cramers_v", "max"), + ).reset_index() + per_block = blocks[["block_idx", "block_id", "start", "end", "block_length"]].merge(per_block, on="block_idx", how="left") + per_block.to_csv(out_dir / "block_informativeness.csv", index=False) + summary["blocks_with_kept_clusters"] = int(per_block["n_clusters_kept"].notna().sum()) + summary["blocks_with_significant_ancestry_cluster"] = int((per_block["n_ancestry_significant"].fillna(0) > 0).sum()) + + (out_dir / "summary.json").write_text(json.dumps(summary, indent=2, default=float)) + + # ---- plots ------------------------------------------------------------------ + if not args.no_plots: + import matplotlib + matplotlib.use("Agg") + import matplotlib.pyplot as plt + + colours = {"ancestry": "#1f6f8b", "population": "#6a4c93", "sex": "#c44536"} + fig, ax = plt.subplots(figsize=(7, 4)) + bins = np.linspace(0, max(0.05, table[[f"{t}_cramers_v" for t in TARGETS]].to_numpy().max()), 60) + for target in TARGETS: + ax.hist(table[f"{target}_cramers_v"], bins=bins, histtype="step", linewidth=1.8, + label=f"{target} ({summary[f'{target}_clusters_significant']:,} clusters FDR<{args.fdr})", color=colours[target]) + ax.set_xlabel("Cramér's V (carrier status vs phenotype)") + ax.set_ylabel("clusters") + ax.set_title(f"{args.chrom}: how strongly each haploblock cluster tracks a phenotype") + ax.legend(frameon=False) + fig.tight_layout(); fig.savefig(out_dir / "cramers_v_by_phenotype.png", dpi=150); plt.close(fig) + + fig, ax = plt.subplots(figsize=(9, 3.6)) + pb = per_block.dropna(subset=["max_ancestry_v"]) + mid = (pb["start"] + pb["end"]) / 2e6 + ax.scatter(mid, pb["max_ancestry_v"], s=10, color=colours["ancestry"], label="ancestry (max V in block)") + ax.scatter(mid, pb["max_sex_v"], s=10, color=colours["sex"], alpha=0.7, label="sex (negative control)") + ax.set_xlabel(f"{args.chrom} position (Mb)"); ax.set_ylabel("max Cramér's V per block") + ax.set_title("Where along the chromosome the haploblock graph tracks ancestry") + ax.legend(frameon=False, loc="upper right") + fig.tight_layout(); fig.savefig(out_dir / "informativeness_along_chromosome.png", dpi=150); plt.close(fig) + + fig, ax = plt.subplots(figsize=(7, 4)) + bins = np.linspace(-1, 1, 50) + ax.hist(cos_null, bins=bins, alpha=0.6, color="#9a9a9a", label=f"shuffled pairs (mean {edge['profile_cosine_null_mean']:.2f})") + ax.hist(cos_real, bins=bins, alpha=0.7, color=colours["ancestry"], label=f"lift edges (mean {edge['profile_cosine_real_mean']:.2f})") + ax.set_xlabel("cosine similarity of endpoint ancestry profiles"); ax.set_ylabel("edges") + ax.set_title("Co-occurring clusters share ancestry profiles") + ax.legend(frameon=False) + fig.tight_layout(); fig.savefig(out_dir / "edge_ancestry_similarity.png", dpi=150); plt.close(fig) + + print(json.dumps(summary, indent=2, default=float)) + print("\nTop ancestry-informative clusters:") + cols = ["cluster_id", "support", "ancestry_cramers_v", "ancestry_dominant"] + [c for c in table.columns if c.startswith("carrier_frac_")] + print(top[cols].head(10).to_string(index=False, float_format=lambda v: f"{v:.3f}")) + print(f"\nwrote {out_dir}") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/genomics/docker-compose.yml b/genomics/docker-compose.yml new file mode 100644 index 0000000..00a9c52 --- /dev/null +++ b/genomics/docker-compose.yml @@ -0,0 +1,51 @@ +# Local graph browser for the haploblock knowledge graph. +# docker compose up -d neo4j # then open http://localhost:7474 (user neo4j / password progenome) +# python neo4j_load.py --chrom chr22 # loads outputs/kg/chr22 into it (a few minutes for all CARRIES edges) +# docker compose down # keeps the data volume; add -v to wipe it +services: + neo4j: + image: neo4j:5.26-community + container_name: progenome-neo4j + ports: + - "7474:7474" # browser + - "7687:7687" # bolt + environment: + NEO4J_AUTH: neo4j/progenome + NEO4J_server_memory_heap_initial__size: 1G + NEO4J_server_memory_heap_max__size: 2G + NEO4J_server_memory_pagecache_size: 1G + NEO4J_dbms_security_procedures_unrestricted: "apoc.*" + volumes: + - neo4j_data:/data + healthcheck: + test: ["CMD-SHELL", "wget -qO- http://localhost:7474 >/dev/null || exit 1"] + interval: 10s + timeout: 5s + retries: 20 + + # GPU pipeline image (see Dockerfile); run stages with e.g. + # docker compose run --rm pipeline python train_gnn.py --target ancestry + pipeline: + build: + context: .. + dockerfile: genomics/Dockerfile + image: progenome-genomics + env_file: + - path: .env + required: false + volumes: + - ./data:/app/genomics/data + - ./outputs:/app/genomics/outputs + environment: + NEO4J_URI: bolt://neo4j:7687 + NX_CUGRAPH_AUTOCONFIG: "True" + deploy: + resources: + reservations: + devices: + - driver: nvidia + count: all + capabilities: [gpu] + +volumes: + neo4j_data: {} diff --git a/genomics/docs/DEEP_DIVE.md b/genomics/docs/DEEP_DIVE.md new file mode 100644 index 0000000..8776144 --- /dev/null +++ b/genomics/docs/DEEP_DIVE.md @@ -0,0 +1,319 @@ +# ProGenome deep dive — every step, with the formulas, shapes and numbers + +Companion to `METHODS.md` (the short account) and `../README.md` (how to run). This file explains *how* +each stage works at the level of tensors and equations, and *why* it was built that way. chr22, seed 42. + +--- + +## 0. Vocabulary + +| term | meaning here | +|---|---| +| haploblock (block) | a recombination-defined stretch of chromosome; 669 on chr22, median 29.7 kb, tiling 17.1–50.2 Mb with no gaps | +| haplotype | one of a person's two copies of a block's sequence (phased: we know which variants sit on the same copy) | +| cluster | a group of haplotypes of one block that MMseqs2 called similar; a person *carries* a cluster if at least one of their two haplotypes is in it | +| carrier matrix | `M ∈ {0,1}^{N×C}`: `M[i,c] = 1` iff person `i` carries cluster `c`; N = 2,548 people, C = 6,551 kept clusters | +| support | number of carriers of a cluster, `Σ_i M[i,c]` | +| lift | `P(A∩B) / (P(A)·P(B))` for two clusters: >1 means they travel together more than chance | +| phenotype | a property of a person used as a label: real (ancestry, population, sex) or synthetic (case/control) | +| site | a hospital; owns its people's rows of `M` and their proteomics; never sees other sites' rows | + +--- + +## 1. Inputs, byte by byte + +### 1.1 `nodes.csv.gz` (HaploGraph) + +``` +id,high_dim_edge,HG00096,HG00097,...,NA21144 # 2 + 2,548 columns +chr22_17099658-17118145_cluster1,chr22_17099658-17118145,1,0,...,1 +``` + +248,254 rows (one per cluster of any size), 2,548 person columns. Uncompressed 1.3 GB, gzipped 9 MB. +Read in 8,192-row chunks with pandas, dtype `int8` for every person column, each chunk turned into a +`scipy.sparse.csr_matrix` and stacked (`haplokg.read_node_matrix`). Peak memory stays under 1 GB; the +full dense int8 matrix would be 632 MB and int64 would be 5 GB. + +### 1.2 The cluster filter + +`support[c] = Σ_i M[i,c]`; keep `c` iff `25 ≤ support[c] ≤ N − 25`. Rationale: a cluster carried by 2,540 +of 2,548 people is as uninformative as one carried by 8 — the "informative side" has 8 people either way +(this mirrors the HaploGraph's own `MIN_CLUSTER_SUPPORT=25` symmetric edge filter). 248,254 → 6,551. +176,903 of the dropped clusters are singletons (one haplotype). The filter reproduces the edge file's node +set exactly: 0 of 187,030 edges lose an endpoint. + +### 1.3 Edges + +`source,target,weight,lift`. `weight` = number of people carrying both; `lift` as above, ≥ 5 by +construction. Stored both directions in PyG (374,060 directed edges) with `edge_attr = [weight, lift]`. +We do **not** use the raw `edges.csv` (1 GB for chr6): its weights are dominated by one near-universal +haplotype ("mega-hub"), which the lift normalisation removes. + +### 1.4 Phenotypes + +`phenotypes_real.csv` long format `individual_id,phenotype,value,source` → pivoted wide. Labels encoded as +integers by sorted class name (`AFR=0, AMR=1, EAS=2, EUR=3, SAS=4`; `female=0, male=1`; 26 populations); +`-1` for the 45 people without labels (they stay in the graph as unlabelled nodes and are excluded from +every loss and metric). + +### 1.5 Proteins + +`uniprot_chr22.bed` (BED12 from the UCSC UniProt track): 917 isoform rows like `Q9BXF3-1`, `Q9BXF3-2`. +Isoforms are collapsed to the base accession (`Q9BXF3`), giving 460 proteins with the union span of their +isoforms; gene symbols from `gene_symbol_cache.csv` (UniProt lookup) give 458 genes. + +--- + +## 2. Graph schema and how each edge is computed + +| edge | computation | count | +|---|---|---| +| `Individual —CARRIES→ Cluster` | non-zeros of `M` after the filter (`carries = M[kept].T`), coordinates `(i, c)` | 2,365,574 | +| `Cluster —IN_BLOCK→ Block` | parsed from the cluster id (`chr22_-_clusterN` → block `chr22_-`) | 6,551 | +| `Block —NEXT_BLOCK→ Block` | blocks sorted by `start`; consecutive pairs | 668 | +| `Cluster —CO_OCCURS→ Cluster` | edge file, ids mapped to kept-cluster indices | 187,030 | +| `Block —OVERLAPS→ Gene` | `block.start ≤ gene.end` and `block.end ≥ gene.start+1` (BED is 0-based half-open; blocks 1-based inclusive) | 1,063 | +| `Gene —ENCODES→ Protein` | from the BED (one gene → up to 2 proteins) | 460 | +| `Individual —MEASURED→ Protein` | one edge per observed (person, protein) measurement; attributes `[z, log2]`; missing = no edge | 1,065,712 | + +Node features (all z-scored, NaN → 0): + +- `cluster.x ∈ ℝ^{6551×7}`: `log1p(support)`, `support/N`, block `log10(length)`, block entropy, block dominance, block `log1p(n_clusters)`, block singleton rate. +- `block.x ∈ ℝ^{669×5}`: the five block statistics. +- `gene.x`, `protein.x ∈ ℝ^{·×2}`: `log10(span)`, `log1p(n_proteins | n_isoforms)`. +- `individual.x`: set by the model (§5), not stored in the graph. + +The join key everywhere is the 1000G sample id. Phenotype labels are stored as `individual.y_` tensors — +node **properties**, never nodes or edges. This matters: if `Individual —HAS→ Phenotype` existed, a two-layer +GNN would read the label from its neighbour and report ~100 %. + +--- + +## 3. The statistics (what "co-occurrence with phenotypes" means numerically) + +### 3.1 Cluster × phenotype (`cooccurrence_analysis.py`) + +For each cluster `c` and a k-class label, the 2×k table of (carrier, non-carrier) × class. With one-hot +`A ∈ {0,1}^{N×k}` and the carrier matrix `M`: observed carriers per class `O₁ = Aᵀ M ∈ ℝ^{k×C}` in one sparse +product; non-carriers `O₀ = n_class − O₁`; expected `E₁ = n_class · support / N`, `E₀ = n_class − E₁`; +`χ² = Σ (O₁−E₁)²/E₁ + Σ (O₀−E₀)²/E₀` with `k−1` degrees of freedom; Cramér's `V = √(χ² / (N·min(1, k−1))) = √(χ²/N)` +because one dimension is binary. p-values → Benjamini–Hochberg q-values. A cluster's *dominant* ancestry is +the class with the largest enrichment `frac_class / frac_overall`. + +Result: ancestry 6,470/6,551 clusters at q < 0.05 (median V 0.20, max 0.81); population 6,378; **sex 0** +(median V 0.013, max 0.03). Sex is the negative control: any method that found sex signal on an autosome +would be fitting noise. + +### 3.2 Edge × phenotype + +For every lift edge, both endpoints' 5-vector of enrichment deviations `(frac_a/frac_overall − 1)` is +L2-normalised and the cosine similarity taken: mean **0.86** for real edges vs **0.22** for a null made by +permuting the target column (keeps each source's degree). 86 % of edges join two clusters with the same +dominant ancestry (42 % under the null). Similarity rises with lift (quartiles 0.84, 0.84, 0.85, 0.90). +Reading: the graph structure *is* population structure; the median endpoint distance is tens of Mb, i.e. +these are not physical linkage but co-inheritance within ancestries. + +--- + +## 4. Baseline: logistic regression on `M` + +`LogisticRegression(C ∈ {0.01, 0.1, 1}, max_iter=5000)` on the sparse float carrier matrix, one model per +label; C chosen on validation balanced accuracy; test scores: ancestry 0.977, population 0.614 (26 classes, +60–113 people each), sex 0.463. The split: `train_test_split` stratified on ancestry, 70/15/15 over the +2,503 labelled people, seed 42, written once to `outputs/splits/chr22/split_seed42.csv` and reused by every +model, so all held-out numbers are on the same 376 people. + +--- + +## 5. Embeddings: how a node becomes a vector + +### 5.1 Truncated SVD (`--init svd`, default) + +`M ≈ U Σ Vᵀ` with `k = 32` (`scipy.sparse.linalg.svds`): `U ∈ ℝ^{2548×32}`, `Σ` diagonal (top values 1025, 287, +198, 112, 101), `V ∈ ℝ^{6551×32}`. Person embedding `UΣ`, cluster embedding `VΣ`, each column z-scored. +Both live in one space: `(UΣ)(VΣ)ᵀ ≈ MΣ`, so a person is close to the clusters they carry and two people who +share clusters are close to each other. No labels are used, so nothing can leak into the test split. + +### 5.2 Node2Vec (`--init node2vec`) + +Random walks (length 20, 10 per node, context 10) on the homogeneous graph of people + clusters with +CARRIES and CO_OCCURS edges, skip-gram objective with 1 negative sample; `pyg-lib` provides the walks +(`torch_geometric.nn.Node2Vec` requires `pyg-lib ≥ 0.6`; `torch_cluster` is deprecated). Runs in the GPU image. + +### 5.3 Learned and raw + +`--init learned`: an `nn.Embedding(2548, 64)` per person — no prior, and it reached only 0.585 on ancestry. +`--init raw`: the person's own carrier row (6,551 zeros/ones) through the first linear layer — the most +information but 6,551 × 64 weights in that layer. + +### 5.4 What the GNN adds to an embedding + +`embeddings.py` scores each space by silhouette (how tight and separated the ancestry groups are) and by 5-NN +balanced accuracy on test people. SVD-32: silhouette 0.06, 5-NN 0.90. GNN hidden layer (ancestry run): +**0.70 / 0.97**. That 0.06 → 0.70 is the GNN's contribution: it reorganises the space so that groups are +compact, which is what downstream retrieval (nearest neighbours for the decoder) and clustering need. + +--- + +## 6. The GNN, layer by layer + +Hidden size `d = 64`, two layers. + +1. **Projection**: for each node type `t`, `h_t⁽⁰⁾ = W_t x_t + b_t`, `W_t ∈ ℝ^{d×in_t}`. + `in_individual` = 32 (SVD) or 6,551 (raw), + 460 + 460 in v2 (protein z and observed mask); + `in_cluster` = 7 (+32 with SVD), `in_block` = 5, `in_gene` = `in_protein` = 2. +2. **Message passing** (`HeteroConv`, one operator per relation, results summed per target type): + - `SAGEConv` on `carries`, `rev_carries`, `in_block`, `rev_in_block`, `next_block`, `overlaps`, `encodes` (each with its reverse): + `h_v' = W₁ h_v + W₂ · mean_{u ∈ N_r(v)} h_u` — the node keeps its own state and adds the mean of its neighbours under relation `r`. + - `GraphConv` on `co_occurs` and `measured`/`rev_measured`: + `h_v' = W₁ h_v + W₂ · mean_{u} w_{uv} h_u` with `w = log(lift)/max log(lift)` for co-occurrence and `w = z` (the harmonised protein level, signed) for measured — a protein that is high in this person pushes with positive weight, one that is low with negative weight. + - Sum over relations, then `h ← Dropout(ReLU(LayerNorm(h' + h)))` (residual keeps the projection signal alive through both layers). +3. **Head**: `logits = W_out h_individual⁽²⁾ + b`, `W_out ∈ ℝ^{k×64}`. + +What two rounds mean for a person `i`: round 1 pulls in the clusters `i` carries (and, in v2, `i`'s +proteins); round 2 pulls in what those clusters co-occur with, their blocks, and what genes/proteins sit in +those blocks. So `h_i⁽²⁾` summarises "my haplotypes, their population context, and my proteome" in 64 numbers. + +**Loss**: cross-entropy over training people only, with class weights `w_k = N_train / (k · n_k)` so rare +classes (AMR, small populations) are not ignored. **Optimiser**: Adam, lr 5·10⁻³, weight decay 5·10⁻⁴. +**Early stopping**: validation balanced accuracy, patience 30, best weights restored. Full-batch: one +epoch = one forward/backward over the whole graph (2.4 M + 0.37 M + 1.07 M edges): 0.95 s on the M2 CPU, +0.10 s on the A100. + +**Metrics**: accuracy; balanced accuracy = mean per-class recall (robust to the 26-class imbalance); +macro-F1; ROC-AUC for the binary phenotype; all computed only on test people with a label. + +Parameters: ≈105 k with SVD input; ≈0.5 M with raw input (dominated by the 6,551×64 projection). + +--- + +## 7. The synthetic proteome: exact generative model + +Per person `i` (real 1000G id, real sex, random age 18–85, site assigned by shuffling within each ancestry +and splitting into 3): + +- Causal clusters: 20 kept clusters drawn from blocks that encode a protein, with carrier frequency 5–60 %. + `β_c ~ N(0, 1.5²)`. Logit `η_i = Σ_c β_c M[i,c] + 0.02·(age_i − mean age)`; intercept set at the + `1−0.35` quantile of `η`; `case_i ~ Bernoulli(σ(η_i − intercept))` → 38 % cases. +- Protein `p` for person `i`: `y_ip = b_p + β^{age}_p·age_z + β^{sex}_p·sex_i + β^{pheno}_p·case_i + Σ_{c: cis(c)=p} β^{cis}_c M[i,c] + s_{site(i),p} + ε_bio + ε_tech` + with `b_p ~ U(6,16)` log2, `β^{age}, β^{sex} ~ N(0, 0.5²)`, `β^{pheno}_p ~ N(0, 0.5²)` for a random 15 % of proteins and 0 otherwise (70 responsive proteins), `β^{cis}_c ~ N(0, 1²)` for the one protein in the causal cluster's block, site shift `s ~ N(0, 0.3²)`, `ε_bio ~ N(0, 0.8²)`, `ε_tech ~ N(0, 0.3²)`. +- Missingness: `P(missing_ip) = 0.15 · (b_max − b_p)/(b_max − b_min)` — the least abundant proteins are missing most often (MNAR at the detection limit). + +Everything is written to `ground_truth.json`, so a model's saliency can be scored against the causal +clusters and a regression against the cis proteins. + +**Harmoniser** (`haplokg_proteins.harmonise`): within each `(site, protein)`, +`z = (y − median) / (1.4826 · MAD)`. Robust to outliers, computed from each site's own samples only, removes +`s_{site,p}` exactly (between-site median shift 0.48 → 0.00 log2 in the EDA) while preserving within-site +biology (227 proteins keep a phenotype association at FDR 5 %). + +--- + +## 8. Integration experiments: what each row of the table is + +| run | person input | relations | AUC | +|---|---|---|---| +| genome / svd | `UΣ` (32) | genome relations | 0.635 | +| genome / raw | carrier row (6,551) | genome relations | 0.601 | +| proteome | `[z, mask]` (920) → 2-layer MLP, **no graph** | — | 0.962 | +| both / svd | `[UΣ, z, mask]` | all 12 relations | 0.993 | +| both / raw | `[row, z, mask]` | all 12 relations | 0.992 | +| site (both) | as both | all | bal. acc. 0.30 (chance 0.33) | +| ancestry (both) | as both | all | bal. acc. 0.90 | + +Why genome-only is low: the phenotype's genomic part is 20 clusters with noisy logistic link → the Bayes +rate is far from 1; why proteome-only is high: 70 proteins each shift by ~N(0,0.5) with noise sd ~0.85, and +the MLP sums the evidence; why both is higher still: the graph brings the genomic evidence in and the +`measured` edges let protein evidence propagate. The site row is the guarantee that none of this is batch. + +**Saliency**: `∂ logit_case / ∂ x_individual`, averaged over test cases, restricted to the carrier-row +coordinates, ranked; 3–4 of the top 20 are ground-truth causal (chance 20 × 20/6551 = 0.06). + +**Genome → proteome**: predicting all 460 z-scores from `h_i⁽²⁾` gives R² ≈ 0 even for cis proteins, +although their linear ceiling (`r²` between carrying the causal cluster and the protein's z) is 0.54 for the +strongest and 0.17 on average. A per-protein ridge on the carrier row (`Ridge(alpha=1000)`, multi-output) +recovers 4/20 cis proteins at test R² > 0.1 and 0/440 others. Interpretation: a 64-d embedding trained for a +classification target does not preserve single-cluster cis effects; that needs sparse per-protein models or +a pQTL edge prior (UKB-PPP). + +--- + +## 9. Decoder: retrieval → prompt → validated JSON + +Retrieval for person `i` (all from the graph, deterministic): profile (ancestry, population, sex, site, age; +true phenotype withheld), GNN prediction from `test_predictions.csv`, the globally salient clusters `i` +carries, the 8 carried clusters with the highest ancestry Cramér's V (each with block, carrier fractions by +ancestry, genes and proteins in the block), the 8 proteins with the largest |z| (with their encoding block +and whether that block holds one of the notable clusters), and the 5 nearest labelled people by Euclidean +distance in `h⁽²⁾`. Serialised as JSON (~4.5 k tokens). + +Model: `nvidia/nemotron-3-super-120b-a12b` via the OpenAI-compatible NIM endpoint, `temperature 0.2`, +`max_tokens 4000`, `reasoning_effort="none"`. Without that flag the model emits its chain of thought in the +content and hits the token cap before the JSON (measured: 1,200 tokens of reasoning, no answer); +with `"low"` the reasoning goes to a separate field and the answer still arrives, at 2–4× the latency. +The system prompt forbids new entities and requires ids verbatim; `cited_ids` are checked against the +set of ids present in the context (25 cited, 0 unknown for HG00103, 13 s). + +--- + +## 10. Federated learning with NVFlare: the mechanics + +**Partition.** Site `s` gets the people with `site_code == s` (835 / 835 / 833, mixed ancestry). Its graph is +`HeteroData.subgraph({'individual': members})`: the person nodes are re-indexed to that site, their CARRIES +and MEASURED edges kept, every other node type (cluster, block, gene, protein) and their edges kept whole — +those are public. Site 1, for example: 835 people, 774,753 CARRIES, 355,294 MEASURED edges. Person input += raw carrier row + protein z + mask — computed from the site's own rows only; no cross-site preprocessing +(the harmoniser is already per site). Cluster/block/gene/protein features are public statistics. + +**Model config.** `job.py` derives every constructor value from the public graph (input dims, the 12 +relations, hidden 64, 2 layers, dropout 0.3) into `model_args.json`; the server builds +`model.ProGenomeGNN(config_path)` from it and each client builds the same, so state-dict keys and shapes +match by construction. + +**Round loop (Client API, `client.py`).** `flare.init()` → `flare.get_site_name()` → build the site graph +once → `while flare.is_running(): m = flare.receive(); model.load_state_dict(m.params); evaluate the received +global model on the site's own val/test people; if it is an evaluate-only task, send metrics; else train 5 +full-batch epochs (5 optimizer steps) on the site's training people with local class weights; send +FLModel(params=state_dict on CPU, metrics, meta[NUM_STEPS_CURRENT_ROUND]=5)`. + +**Server.** `FedAvgRecipe` (NVFlare 2.9, `nvflare.app_opt.pt.recipes.fedavg`): after each round the global +weights are the step-weighted average `θ ← Σ_s n_s θ_s / Σ_s n_s` with `n_s = NUM_STEPS_CURRENT_ROUND` +(equal here — full-batch — so a plain mean; a real deployment would weight by local sample count via +`aggregation_weights`). `key_metric="val_balanced_accuracy"` selects `best_FL_global_model.pt`; +`FL_global_model.pt` is the final round. Tensor-native transport: `server_expected_format=PYTORCH` + +`TensorDecomposer`. `SimEnv(num_clients=3)` runs the three sites as threads on one machine; +`recipe.execute(env)` materialises the job under `outputs/federated/chr22/workspace/`. + +**What crosses the site boundary.** Per round per site: one state dict (~0.5 M floats) and five scalars. +No rows of `M`, no protein values, no embeddings of people. + +**Result (10 rounds × 5 local epochs, ~70 s on the M2).** Global model scored centrally on the same 376 +held-out people as the central model: AUC **0.955** vs central 0.992; per site (their own test people) +AUC 0.977 / 0.968 / 0.938. Per-round curves show the global model still improving at round 9, i.e. 50 local +steps is short of the central run's ~80 epochs. **30 rounds × 5 local epochs (~4 min on the M2): AUC 0.998 / +balanced accuracy 0.963 centrally on the same 376 people — equal to the central model (0.992 / 0.969); per site +AUC 1.000 / 0.999 / 0.997.** Federated training loses nothing here because the sites are i.i.d. draws of the same +population (mixed ancestry by construction); with ancestry-pure sites the averaging would have to fight client drift. + +--- + +## 11. Compute and engineering facts + +- Image: `pytorch/pytorch:2.14.0-cuda12.6-cudnn9-runtime` (system-managed Python 3.12 → `PIP_BREAK_SYSTEM_PACKAGES=1`), torch_geometric 2.8.0.post1, pyg-lib 0.9 (the only extension PyG still ships; `torch_scatter` has no wheel for torch 2.14 and PyG no longer needs it), nx-cugraph (NetworkX dispatch to cuGraph with `NX_CUGRAPH_AUTOCONFIG=True`), torch-tensorrt 2.14. +- GPU: A100 80 GB (Crusoe, $1.98/h) — image built natively in ~4 min; epoch 0.10 s; whole v1 pipeline < 2 min. L4 24 GB (GCP) also ran it. +- Inference: eager 36 ms per full graph; `torch.compile` (inductor) 4.9 ms, max |Δlogit| 1.4·10⁻⁶; Torch-TensorRT (`torch.compile(backend="torch_tensorrt")`) did not finish partitioning/compiling this scatter-heavy hetero-GNN in 3 h and is reported as not applicable. +- Graph display: Neo4j 5.26 community (2,548 + 6,551 + 669 nodes, 2.37 M + 187 k + … relationships loaded with batched `UNWIND ... MERGE` in ~2 min); NetworkX 3.6 statistics and GraphML export. +- Packaging: `make setup/run/run-v2/eda/decode/federated/docker/brev`, pinned `requirements.txt`, 11 unit tests on a toy graph, secrets only via environment. + +--- + +## 12. Caveats, stated plainly + +1. The phenotype is synthetic. The genome ↔ proteome ↔ phenotype numbers show the *pipeline* recovers a + planted signal; they are not biology. Ancestry/population/sex results are on real labels. +2. chr22 only; ancestry on one chromosome is almost linearly separable, so the GNN cannot beat logistic + regression on accuracy there — its value is the embedding space and the integration. +3. The GNN does not recover cis genotype→protein effects; the ridge does for the strong ones. +4. Federated evaluation is on the same held-out people as central; in a real deployment each site would + report its own held-out score and no central evaluation would exist. +5. TensorRT is not part of the inference claim; `torch.compile` is. diff --git a/genomics/docs/METHODS.md b/genomics/docs/METHODS.md new file mode 100644 index 0000000..5f5aba4 --- /dev/null +++ b/genomics/docs/METHODS.md @@ -0,0 +1,198 @@ +# ProGenome — what the goal is and what we built (technical account) + +Written for the team and the manuscript's methods paragraphs. Every number is from `genomics/outputs*/` +on chromosome 22, seed 42, unless stated otherwise. + +## 1. The goal, precisely + +The README asks three questions. Translated into things a program can do: + +| RQ | question | operational form | status | +|---|---|---|---| +| 1 | How can haploblock genomics connect to genes and proteomics in one graph model? | a typed graph in which one **person** node links to the haplotype **clusters** they carry, clusters sit in **blocks**, blocks overlap **genes**, genes encode **proteins**, and the same person links to measured **protein levels** | built (v2 schema) | +| 2 | Can a GNN combine genomic + proteomic information to identify phenotype groups? | train a heterogeneous GNN on that graph to predict a phenotype from the person's neighbourhood; show that genome + proteome beats either alone, and that the embedding separates groups | built; result on synthetic ground truth | +| 3 | Can it be trained across institutions without moving individual-level data? | split the person nodes by site, keep the shared reference graph identical everywhere, exchange only model weights (FedAvg) | designed; next step (NVFlare) | + +The mission sentence — "each institution retains its individual-level data locally and trains the same +graph-based model; only model updates are exchanged" — is a statement about *where node types live*. That is +why the whole design starts from making the person a separate node type. + +## 2. The data and where it comes from + +**HaploGraph (data.haploblocks.org, built at MDxCORE/Rigshospitalet, September 2026, for this hackathon).** +Upstream pipeline (haploblocks.org, Kubica et al. 2025): recombination-rate peaks define *haploblocks* +(recombination-defined regions); each 1000 Genomes individual's two phased haplotypes are extracted per block +from the GRCh38 phased VCF; haplotype sequences of a block are clustered with MMseqs2; each haplotype gets a +*cluster id*; a *hash* encodes strand/chromosome/block/cluster/variants. We did **not** re-run those steps — +we consumed their published outputs and cross-checked them against each other (669 blocks in the boundaries +file = 669 in block_stats = 669 in the node matrix; per-block cluster counts identical for all 669; +248,254 clusters both ways). + +Files consumed for chr22: + +- `nodes.csv.gz` — 248,254 clusters × 2,548 individuals, 0/1 = individual carries that cluster (on either haplotype). +- `edges_lift_above_threshold.csv.gz` — 187,030 cluster–cluster edges with `weight` (individuals carrying both) and + `lift = P(A∩B) / (P(A)·P(B))`, pre-filtered to lift ≥ 5 (the raw `edges.csv` is dominated by one + population-frequency "mega-hub", per the HaploGraph README). +- `block_stats.tsv` — per block: coordinates, length, number of clusters, largest-cluster share (dominance), + Shannon entropy, singleton count. +- `phenotypes_real.csv` — ancestry (5 super-populations), population (26), sex, for 2,503 of the 2,548 people. + **1000G has no other phenotype.** Height (whiteboard) therefore had to become a simulated label. +- `proteomics/uniprot_chr22.bed` — 917 UniProt isoform rows → 460 proteins, 458 gene symbols, with genomic spans. +- Proteomics per site: today synthetic (below); planned real sources: Wu et al. 2013 (TMT proteomics on 95 HapMap + LCLs, 53 CEU/33 YRI/9 EAS, ids are 1000G ids) and UKB-PPP cis-pQTL summary statistics (AWS Open Data). + +Why chr22: smallest autosome with a complete HaploGraph (9 MB of graph), so the whole loop runs on a laptop in +minutes; nothing in the code is chromosome-specific (`CHROM=chr21 make run`). + +## 3. Knowledge-graph construction (`build_kg.py`, `haplokg.py`) + +1. Stream `nodes.csv.gz` in 8,192-row chunks as `int8`, convert each chunk to a CSR sparse matrix, stack → + clusters × individuals (1.3 GB CSV → 2.8 M non-zeros in memory). +2. **Cluster filter**: keep clusters with `25 ≤ carriers ≤ N−25` (symmetric, like the HaploGraph edge filter). + 248,254 → 6,551 clusters; 176,903 singletons and the near-universal clusters carry no population signal. + The filter reproduces the edge file's node set exactly (0 of 187,030 edges dropped). +3. Transpose → `carries` = individuals × kept clusters (2,548 × 6,551, 2,365,574 ones; ~928 per person = two + haplotypes × 669 blocks minus filtered clusters). +4. Join phenotypes on `individual_id`; encode labels as integers, −1 for the 45 unlabelled people. +5. Map edge endpoints to cluster indices; blocks sorted by position → `NEXT_BLOCK` edges. +6. PyG `HeteroData`: node types `individual`, `cluster` (7 z-scored features: log support, support fraction, + block log-length, entropy, dominance, log n_clusters, singleton rate), `block` (5 features); edge types + `carries`/`rev_carries`, `in_block`/`rev_in_block`, `co_occurs` (both directions, `edge_attr` = [weight, lift]), + `next_block` (both directions). Labels `y_ancestry`, `y_population`, `y_sex` on `individual`. + +**Where the phenotype connects:** the phenotype file and the node matrix share the sample id (`HG00096` is a +column header in one and a row key in the other). Phenotypes become node *properties*, never neighbours — if +the label were a neighbour, the GNN would read it directly (that is how a 100 % accuracy is produced by mistake). + +## 4. Statistics before any model (`cooccurrence_analysis.py`, `eda.py`) + +- For every cluster, a 2 × k contingency test of carrier-status vs ancestry / population / sex; Cramér's V = + √(χ²/N) for a 2 × k table; Benjamini–Hochberg FDR. Result: 6,470/6,551 clusters (98.8 %) are ancestry-associated + at FDR 5 % (median V 0.20, max 0.81); 6,378 population-associated; **0 sex-associated** (median V 0.013). + The sex result is the negative control: chr22 is autosomal, so a method that finds sex signal is broken. +- For every lift edge, the cosine similarity of the two endpoints' ancestry-enrichment profiles (5-vector of + carrier-fraction / overall-fraction − 1): 0.86 for real edges vs 0.22 for degree-preserving shuffled pairs; + 86 % of edges join clusters enriched in the same ancestry (42 % expected); higher-lift quartiles are more + similar (0.84 → 0.90). Interpretation: the co-occurrence graph is largely population structure — long-range + edges (median endpoint distance in the tens of Mb) are ancestry, not physical linkage. +- Graph statistics (`graph_explore.py`, NetworkX): 6,551 nodes, 187,030 edges, largest connected component + 4,327, 2,207 clusters without a lift edge, degree max 358; the top hubs are all AFR-enriched low-support + clusters — the mega-hub artefact per node. +- EDA (`outputs/eda/chr22/EDA.md`): provenance table, population/sex tables, block length (median 29.7 kb, + 5–95 % 8.9–151 kb), clusters per block (median 214), singleton rate (median 0.62), entropy along the + chromosome, support distributions, edge lift/distance/degree, gene/protein counts, proteomics missingness + (7.4 % overall, rising to 16 % for the least abundant proteins — MNAR at the detection limit), between-site + shift before/after harmonisation, and the cis genotype→protein correlations. + +## 5. Baseline (`baseline.py`) + +L2 logistic regression on the sparse 0/1 carrier matrix, one model per target, C chosen on validation, +scored on the untouched test split (stratified 70/15/15 over the 2,503 labelled people; the split file is +shared by every later model). Test balanced accuracy: ancestry 0.977, population 0.614 (26 classes), sex 0.463 +(chance). This sets the bar the GNN must at least match. + +## 6. Embeddings (`train_gnn.py --init`, `embeddings.py`) + +Nodes need a starting vector. Options implemented and compared: + +- **SVD-32** (default): truncated SVD of the carrier matrix `M ≈ UΣVᵀ`; rows of `UΣ` embed people, rows of + `VΣ` embed clusters, in one shared space. Unsupervised → cannot leak labels. +- **Node2Vec** on the individual–cluster + cluster–cluster graph (pyg-lib random walks; needs the GPU image). +- **learned**: a free `nn.Embedding` per person. +- **raw**: the person's own 6,551-long carrier row through a linear layer. + +Finding: with free learned embeddings the GNN reaches only 0.585 balanced accuracy on ancestry; with SVD +initialisation 0.974. The starting embedding matters more than the architecture. `embeddings.py` measures +each space by silhouette (by ancestry) and 5-NN accuracy: SVD-32 0.06 / 0.90; the ancestry-GNN's hidden layer +**0.70 / 0.97** — the GNN's real contribution is a much better-organised embedding, not higher accuracy. + +## 7. The GNN (`train_gnn.py`, `train_gnn_v2.py`) + +Per node type a linear projection to hidden size 64, then two rounds of `HeteroConv` (sum over relations): + +- `SAGEConv` (mean or sum aggregation) on `carries`, `rev_carries`, `in_block`, `rev_in_block`, `next_block`, + and in v2 `overlaps`, `encodes` (both directions); +- `GraphConv` with edge weights on `co_occurs` (weight = normalised log lift) and in v2 on `measured` / + `rev_measured` (weight = harmonised protein z-score). + +After each round: LayerNorm, residual connection, ReLU, dropout 0.3. A linear head maps the person's 64-d +vector to class logits. Loss: class-weighted cross-entropy on training people only; Adam 5e-3, weight decay +5e-4; early stopping on validation balanced accuracy (patience 30). Full-batch: one epoch is one pass over +the whole graph (2.4 M carries edges) — 0.95 s on an M2 CPU, 0.10 s on the A100. + +What a round of message passing means here: a person's vector becomes a summary of the clusters they carry; +a cluster's vector becomes a summary of its carriers, of the clusters it co-occurs with (weighted by lift) and +of its block; after two rounds a person "sees" the clusters that co-occur with theirs and the block context — +and in v2 the proteins they express and the genes those proteins come from. + +Results (test, balanced accuracy): ancestry 0.974 (baseline 0.977), population 0.437 with SVD-32 input → +0.611 with the raw carrier row (baseline 0.614), sex 0.503 (chance). Honest reading: on chr22 alone these +labels are essentially linear in the carrier matrix, so the GNN matches but does not beat logistic regression; +it wins on the embedding space. + +## 8. Schema v2: joining proteomics (`proteomics_synth_1000g.py`, `haplokg_proteins.py`, `build_kg_v2.py`) + +Synthetic proteomics keyed to the **real 1000G ids** (2,503 people, 460 chr22 proteins), with a saved ground +truth so recovery can be scored: 3 sites assigned at random *within* each ancestry (mixed-ancestry sites → +`site` is a pure batch label); age, sex (real), a binary phenotype whose logit is a weighted sum over 20 +"causal" clusters (+ small age term), calibrated to 38 % cases; each causal cluster also shifts one protein +encoded in its block (cis effect, β ~ N(0, 1)); ~15 % of proteins respond to the phenotype (β ~ N(0, 0.5)); +age and sex effects; per-site batch shift (sd 0.3 log2); missingness increasing toward the detection limit +(15 % for the least abundant protein). The first version shifted *all* proteins with the phenotype, which made +every model score 1.0 — the same failure mode as an earlier team result; that is why the signal is now sparse. + +Graph additions: `Gene` and `Protein` nodes from the UniProt BED (isoforms collapsed); `Block —OVERLAPS→ Gene` +by coordinate intersection (1,063 edges; 29 genes fall outside any block, 117 span two); `Gene —ENCODES→ Protein`; +`Individual —MEASURED{log2, z}→ Protein` (1,065,712 edges). **Harmoniser**: robust z per (site, protein), +`(x − median)/(1.4826·MAD)`, computed over each site's own samples before anything crosses sites; it removes the +between-site median shift entirely (0.48 → 0.00) while 227 proteins keep a phenotype association at FDR 5 %. +Detection-limit missingness stays missing — no edge — never imputed as zero. + +## 9. Integration experiments (`train_gnn_v2.py`, A100) + +Same split, same test people, held-out AUC for the synthetic phenotype: + +| modality | input to the person node | AUC | bal. acc. | +|---|---|---|---| +| genome | SVD-32 or raw carrier row; genome relations only | 0.60–0.63 | 0.57–0.62 | +| proteome | harmonised z (460) + observed mask (460); MLP, no graph | 0.96 | 0.96 | +| **both** | SVD/raw + z + mask; all relations incl. `measured`, `overlaps`, `encodes` | **0.99** | **0.97** | +| site (batch control, both) | — | — | 0.30 (chance 0.33) | +| ancestry (both) | — | — | 0.90 | + +So the graph adds information on top of the proteome. Saliency (gradient of the case logit w.r.t. the raw +carrier row, averaged over test cases) puts 3–4 of the 20 ground-truth causal clusters in its top 20 +(chance 1.2). Genome → proteome as a regression from the person's embedding fails (R² ≈ 0), while a +per-protein ridge on the carrier row recovers the strongest cis effects (4/20 cis proteins at test R² > 0.1, +0/440 others; ceiling from the data itself: r² up to 0.54). Conclusion for the paper: the GNN is the +integration/embedding tool; cis discovery wants sparse per-protein models or a pQTL edge prior. + +## 10. Decoder (`graphrag_decoder.py`) + +For one person, deterministic retrieval from the graph: profile (true phenotype withheld), the GNN prediction, +globally salient clusters they carry, their 8 most ancestry-informative clusters with block/genes/proteins, +their 8 most extreme protein levels with the encoding block and whether it holds a notable cluster, and their +5 nearest neighbours in the GNN embedding. Serialised as JSON (~4.5 k tokens) to an OpenAI-compatible NIM +endpoint — `nvidia/nemotron-3-super-120b-a12b`, `reasoning_effort=none` (without it the reasoning model thinks +inline and exhausts the token budget before the JSON) — under a system prompt that forbids inventing entities +and requires ids to be cited verbatim; the reply's `cited_ids` are checked against the context (25 cited, 0 +unknown for HG00103). Output: summary, ancestry and phenotype assessments, genome↔proteome links, caveats. + +## 11. Compute, packaging, deployment + +CUDA image `pytorch/pytorch:2.14.0-cuda12.6-cudnn9-runtime` + torch_geometric 2.8.0 + pyg-lib + nx-cugraph + +torch-tensorrt 2.14 (the PyG docs' deprecation of torch_cluster in favour of pyg-lib was the cause of the first +build failure). Runs on CPU too. Neo4j 5.26 community via docker compose for browsing the graph. Brev: +`brev_deploy.sh` creates/uses an instance, uploads code + data, builds natively, runs, copies outputs back; +executed on an L4 (GCP) and an A100 80 GB (Crusoe). Inference: 36 ms per full graph eager → 4.9 ms with +`torch.compile` (identical logits); Torch-TensorRT compilation of this scatter-heavy hetero-GNN did not +finish in 3 h and is not claimed. Everything is `make`-driven from a clone; secrets via environment only. + +## 12. What the federated step (RQ3) will do + +Sites = the 3 mixed-ancestry sites; each holds its Individual nodes with their CARRIES and MEASURED edges; +the cluster/block/gene/protein graph and the encoder weights are shared. NVFlare FedAvg: each round every +site trains `train_gnn_v2.py`'s model on its subgraph for a few epochs and sends weights; the server averages +by sample count and returns the global model. Report: central vs federated on the same held-out people, plus +the `site` control. Exchanging embeddings of people would be a leak; exchanging weights is not. diff --git a/genomics/docs/architecture.html b/genomics/docs/architecture.html new file mode 100644 index 0000000..362c89e --- /dev/null +++ b/genomics/docs/architecture.html @@ -0,0 +1,330 @@ + +ProGenome Architecture + + + +
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ProGenome · Team #3 · Nordic Biobank × NVIDIA hackathon · branch modelling
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ProGenome Architecture

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One knowledge graph joins the public 1000 Genomes haploblock graph to per-site proteomics on the sample ID; a PyTorch Geometric GNN encodes it, an LLM decodes it, and only model weights ever cross a site boundary.

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+ chr22 demo2,548 individuals · 6,551 clusters · 669 blocks + 2.37 M CARRIES · 187 k CO_OCCURS458 genes · 460 proteins · 1.07 M MEASURED + data: data.haploblocks.org +
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Data flow: two lanes into one graph, one encoder, one decoder

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+ + + + + + + + SOURCESGRAPH BUILD · SCHEMAEMBEDDINGS + GNN · PyTorch GeometricINFERENCEDECODER + + + + + + + + + + + HaploGraph · 1000G · GRCh38 + nodes.csv.gz 248,254 × 2,548 + edges (lift ≥ 5) 187,030 + block_stats · boundaries + phenotypes_real.csv (3 labels) + + build_kg.py → hetero.pt + pandas · scipy CSR int8 stream + Individual · Cluster · Block + CARRIES · CO_OCCURS · IN_BLOCK + NEXT_BLOCK · support ≥ 25 + + SVD-32 + scipy svds · shared space + Node2Vec + pyg-lib random walks · GPU + + + + + + + Neo4j 5.26 community + neo4j_load.py · :7474 + NetworkX · nx-cugraph + stats · GraphML · plots + + + + + + + Proteomics per site · 1000G IDs + uniprot_chr22.bed 460 proteins + site{1,2,3}_proteomics_log2.csv + synthetic + ground truth today + Wu 2013 · UKB-PPP pQTL next + + build_kg_v2.py → hetero_v2.pt + harmoniser: robust z / site + Gene · Protein · OVERLAPS + ENCODES · MEASURED {log2, z} + LOD missing → no edge + + + + + + + fetch_data.sh + measured_long + + + + joins on sample ID (HG00096 …) + + + + + + + carries.npz + + + + + + + + genome edges + cluster / block stats + + + measured · overlaps · encodes + z vector + + + + + + 32-dim init + + + + HeteroConv × 2 · hidden 64 + LayerNorm + residual · dropout 0.3 + SAGEConv (mean or sum) + carries · in_block · next_block + overlaps · encodes + GraphConv, edge-weighted + co_occurs · w = log lift + measured · w = harmonised z + individual input + SVD-32 | raw carriers (6,551) + + protein z & mask (460 each) + heads + phenotype: CE, class-weighted + proteome: masked MSE + controls: sex (autosome), site (batch) + Adam 5e-3 · early stop on val · seed 42 + + + + infer.py · CUDA + eager 36 ms + torch.compile 4.9 ms + Torch-TensorRT fp16 + per full graph · A100 80 GB + 7.5× · logits identical + + model.pt + + + + GraphRAG decoder + KG neighbourhood + + GNN logits + embeds + → NVIDIA NIM LLM + Nemotron / Llama endpoint + stretch: PyG G-Retriever + + + + + outputs/ per run + metrics.json · test_predictions.csv · history.csv + embedding_individual.npy · embedding_cluster.npy + + + + + RUNTIME + docker pytorch/pytorch:2.14.0-cuda12.6-cudnn9-runtime · torch_geometric 2.8.0 · pyg-lib · nx-cugraph · torch-tensorrt 2.14 + compose neo4j:5.26-community + pipeline · Brev A100 80 GB (Crusoe, $1.98/h) · L4 24 GB (GCP, $0.85/h) · Mac M2 CPU ~10 min + make setup | run | docker | docker-run | neo4j-load | brev · Makefile · setup.sh · run_all.sh · brev_deploy.sh · pytest + +
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genome laneproteome laneshared / neutral
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The two source lanes meet in build_kg_v2.py on the 1000 Genomes sample ID: the same string is a column header in nodes.csv.gz and a row key in phenotypes_real.csv and in the proteomics matrices. Phenotypes stay node properties (training targets), never neighbours, so the GNN cannot read the label off the graph.
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Federated topology: what moves, what never leaves

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+ + + + + + + + + weights only, after each local round — rows never leave + + + + Site 1 (private)Site 2 (private)Site 3 (private) + Individual nodes · labelsIndividual nodes · labelsIndividual nodes · labels + CARRIES edges (genotype)CARRIES edges (genotype)CARRIES edges (genotype) + MEASURED edges (proteome)MEASURED edges (proteome)MEASURED edges (proteome) + local training round on its subgraphlocal training round on its subgraphlocal training round on its subgraph + + + Shared, public: Cluster · Block · Gene · Protein graph + the GNN encoder weights + identical at every site (data.haploblocks.org); a new site maps its haplotypes to these clusters by BLAST against shared representatives + + + NVFlare server · FedAvg + average weights (by n) + send global model back + no rows, no embeddings of people + control: site stays at chance + + model + +
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site-privateshared, public
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Because individuals are their own node type, the site boundary is a clean cut through the graph: everything in the teal band is public and identical everywhere; everything inside the dashed boxes stays put. Mixed-ancestry sites make site a pure batch label, so a model that predicts site is learning batch, not biology.
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Tech stack

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LayerChoiceStatus
Graph datadata.haploblocks.org HaploGraph 1000G (39,141 blocks genome-wide; chr22 here)done
Graph buildpandas 3.0 · scipy 1.18 CSR int8 streaming · PyG HeteroDatadone
Schema v2Gene/Protein nodes from uniprot_chr22.bed; MEASURED with per-site robust-z harmoniserdone
Graph displayNeo4j 5.26 community (Docker, localhost:7474) · NetworkX 3.6 · nx-cugraph on GPUdone
EmbeddingsSVD-32 (scipy) · Node2Vec (pyg-lib) · GNN hidden layer 64-ddone
Modeltorch 2.14 · torch_geometric 2.8.0 · HeteroConv(SAGEConv, GraphConv) · class-weighted CE · masked MSEdone
Training computeBrev A100 80 GB (Crusoe) · L4 24 GB (GCP) · Mac M2 CPU for devdone
Inferencetorch.compile inductor 7.5× · Torch-TensorRT 2.14 fp16 (dense parts; PyTorch fallback for scatter)done
DecoderGraphRAG prompt → NVIDIA NIM (Nemotron / Llama) · stretch: PyG G-Retriever soft-prompt LLMnext
FederationNVFlare 2.9 Recipe API, FedAvg over 3 mixed-ancestry sitesnext
PackagingDockerfile (CUDA 12.6 base) · docker compose · Makefile · setup.sh · brev_deploy.sh · pinned requirements · pytestdone
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Schema (chr22 counts)

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Node / edgeFromCount
Individual {ancestry, population, sex, site, phenotype}phenotypes_real.csv + sample metadata2,548
Cluster {support, block stats, SVD}nodes.csv.gz, support ≥ 256,551
Block {length, entropy, dominance}block_stats.tsv669
Gene · Proteinuniprot_chr22.bed (isoforms collapsed)458 · 460
Individual —CARRIES→ Clusternodes.csv.gz columns2,365,574
Cluster —CO_OCCURS{weight, lift}→ Clusteredges_lift_above_threshold187,030
Cluster —IN_BLOCK→ Block · Block —NEXT_BLOCK→ Blockids · coordinates6,551 · 668
Block —OVERLAPS→ Gene · Gene —ENCODES→ Proteincoordinate intersection1,063 · 460
Individual —MEASURED{log2, z}→ Proteinproteomics matrices, harmonised1,065,123
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Measured, not assumed

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GNN epoch0.10 sA100 · vs 0.95 s on the M2 CPU (full batch, 2.4 M edges)
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Inference, full graph4.9 mstorch.compile · 36 ms eager · max logit diff 1.4e-6
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Ancestry (held-out)0.97balanced accuracy · logistic baseline 0.98 · sex control 0.50
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Phenotype: proteome → + genome0.96 → 0.99AUC, held-out · genome alone 0.60 · synthetic ground truth
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Site (batch) control0.303 sites, chance 0.33 · harmoniser removes the injected shift
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Graph ↔ phenotype98.8 %of clusters ancestry-associated (FDR 5 %) · 0 % sex
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Everything runs from a clone: make setup && make run on a laptop, make docker for the CUDA image, make neo4j-load to browse the graph, make brev to build and train on an NVIDIA Brev GPU and copy the outputs back. Numbers are chr22, seed 42, 70/15/15 stratified split; synthetic proteomics carries a saved ground truth so recovery can be scored.
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diff --git a/genomics/docs/architecture.mmd b/genomics/docs/architecture.mmd new file mode 100644 index 0000000..3941e2a --- /dev/null +++ b/genomics/docs/architecture.mmd @@ -0,0 +1,67 @@ +%% ProGenome architecture — Mermaid source. +%% Lucidchart: Insert → Diagram as code → Mermaid → paste. GitHub renders it in a ```mermaid fence. +flowchart LR + subgraph SRC["Sources"] + HG["HaploGraph · 1000G · GRCh38
nodes.csv.gz 248,254 × 2,548
edges lift ≥ 5 · 187,030
block_stats · phenotypes_real.csv"] + PR["Proteomics per site · 1000G IDs
uniprot_chr22.bed · 460 proteins
site1..3_proteomics_log2.csv
synthetic + ground truth today · Wu 2013 / UKB-PPP next"] + end + + subgraph BUILD["Graph build · schema"] + KG1["build_kg.py → hetero.pt
pandas · scipy CSR int8
Individual · Cluster · Block
CARRIES 2.37M · CO_OCCURS 187k · IN_BLOCK · NEXT_BLOCK"] + KG2["build_kg_v2.py → hetero_v2.pt
harmoniser: robust z per site × protein
Gene 458 · Protein 460
OVERLAPS 1,063 · ENCODES 460 · MEASURED 1.07M"] + NEO["Neo4j 5.26 community
neo4j_load.py → localhost:7474"] + NX["NetworkX 3.6 / nx-cugraph
stats · GraphML · region plots"] + end + + subgraph EMB["Embeddings"] + SVD["SVD-32
scipy svds on carriers
shared individual/cluster space"] + N2V["Node2Vec
pyg-lib random walks · GPU"] + end + + subgraph GNN["GNN · PyTorch Geometric 2.8 · CUDA"] + ENC["HeteroConv × 2 · hidden 64
SAGEConv: carries · in_block · next_block · overlaps · encodes
GraphConv weighted: co_occurs (log lift) · measured (z)
input: SVD-32 or raw carrier row + protein z & mask
heads: phenotype CE · proteome masked MSE
controls: sex (autosome) · site (batch)"] + end + + subgraph INF["Inference"] + IE["infer.py
eager 36 ms → torch.compile 4.9 ms (7.5×)
Torch-TensorRT fp16 · A100 80 GB"] + end + + subgraph DEC["Decoder"] + RAG["GraphRAG
KG neighbourhood + GNN logits/embeddings
→ NVIDIA NIM LLM (Nemotron 3 Super)
stretch: PyG G-Retriever"] + OUT["Insights per patient
cited to cluster / block / protein ids"] + end + + HG -- "fetch_data.sh (md5)" --> KG1 + PR -- "measured_long.csv" --> KG2 + KG1 -- "joins on sample ID (HG00096…)" --> KG2 + KG1 -- "display before embedding" --> NEO + KG1 --> NX + KG1 -- "carries.npz" --> SVD + KG1 -- "carries + co_occurs" --> N2V + SVD -- "32-dim init" --> ENC + N2V -- "32-dim init" --> ENC + KG1 -- "genome edges + cluster/block stats" --> ENC + KG2 -- "measured · overlaps · encodes + z vector" --> ENC + ENC -- "model.pt · embeddings" --> IE + IE -- "logits + 64-d embeddings" --> RAG + RAG --> OUT + + subgraph RUN["Runtime"] + DK["Docker: pytorch/pytorch:2.14.0-cuda12.6-cudnn9-runtime
torch_geometric 2.8.0 · pyg-lib · nx-cugraph · torch-tensorrt 2.14
compose: neo4j:5.26-community + pipeline"] + HW["Brev A100 80 GB (Crusoe, $1.98/h) · L4 24 GB (GCP)
Mac M2 CPU for dev (~10 min end-to-end)
make setup | run | docker | neo4j-load | brev"] + end + + subgraph FED["Federated (NVFlare FedAvg)"] + S1["Site 1 (private)
Individual · CARRIES · MEASURED"] + S2["Site 2 (private)"] + S3["Site 3 (private)"] + SRV["NVFlare server
averages weights by n
returns global model"] + SHARED["Shared, public: Cluster · Block · Gene · Protein graph + encoder weights"] + end + S1 -- "weights only" --> SRV + S2 -- "weights only" --> SRV + S3 -- "weights only" --> SRV + SRV -. "global model" .-> S1 + SHARED --- S1 + SHARED --- S2 + SHARED --- S3 diff --git a/genomics/docs/report/ProGenome_KT.docx b/genomics/docs/report/ProGenome_KT.docx new file mode 100644 index 0000000000000000000000000000000000000000..efacc13af4b644437ee7f517c04faf27e58fb8fe GIT binary patch literal 3972564 zcma&N1xzMUvn`4{e7Fzp?(Xh7xPG_|?(*U8I=JiL?(XjHFt`seIK27Kx##7+m)zv` zPWJ9j)~epUE2*SbRjbHDLLq?t=aSH7Gx)EY|20AXTRj|{&6rjGj}XNFffzZP+qwL| zK)C<1)yXMXE&I<%76BL-;r|zC=3wgf!`$AL$@7OD(|@Sl8T0mf+(=;Rn86q zcz1H~@va}>WKKkUbA;(Yyn91D1WJDDnWbI+IK20{?CCyP-gIj8@#Q!6c)VT={>t+q zKI!88IgdRp|4cC+eY-EQ zL>H>9qG*zrYwM1;e}8@VA#QDWqBUT|V2`#EpIwghRTFFNhn}Vb4qSxO9DS**b8A&Z z7UMR02cZN>s{L81B*A2CjNuzyvZhb%YM;oUo~@}*RBK)hVw|Nw7EAwrH(tZrZ$+P) z(6T#~iR$gl>{6^^L$#I7iqdTxyp^OqDW1m0e7?*)VW+KP;}kHnh!t8{oH%EaOgc(g zvW4-cb}T9QA(=7Ar!B{Z7Q#6TtT3*pII(v zlYZdSsF5mhE`s2Z$T62efz_VqqA@Z|iR7c!B$#QWVj@Z#Z`N^uSm)4KNv!&#d;Aya zS2LC^xq`sSJa~~mDpB9(TIe8#3YO{3EiP^6&*uSH`19@B#EJIku)4~yhu 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