Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• FEM: mining biological meaning from cell level in single-cell RNA sequencing data.

  PMID 34909283 · PMC8641482 · PeerJ · 2021 · 8 claims · 5 setups

  Has reproduction · 75

  The FEM algorithm converts a single-cell gene expression matrix into a functional expression matrix using multi-module gene set enrichment analysis, utilizing information from all expressed genes rather than discarding filtered genes.

  pbmc pancreas liver scrna-seq single-cell fisher's dimensionality

• Immune classification of advanced melanoma identifies non-responders to anti-PD1 therapy.

  PMID 42047827 · PMC13125473 · Cancer immunology, immunotherapy : CII · 2026 · 8 claims · 6 setups

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  The immune-low group defined by the 107-gene immune signature includes mostly patients who do not respond to anti-PD1 inhibitors

  ffpe gem campbell targeted consensus cibersortx

• metaGEM: reconstruction of genome scale metabolic models directly from metagenomes.

  PMID 34614189 · PMC8643649 · Nucleic acids research · 2021 · 8 claims · 8 setups

  Has reproduction · 64

  metaGEM enables end-to-end reconstruction of FBA-ready GEMs directly from metagenomes without relying on reference genomes

  metagenomic prokaryotic reconstructed gut mag genome-scale gem

• An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors.

  PMID 36548438 · PMC9822106 · PLoS computational biology · 2022 · 8 claims · 6 setups

  Has reproduction · 67

  An individualized Bayesian causal discovery framework can learn tumor-specific intercellular communication networks (ICNs) by combining single-cell gene expression module (GEM) discovery, bulk tumor deconvolution, and individualized causal network learning.

  hnscc cd45+ cd8+ tcga single-cell bulk pseudo-time

• Evaluating the practical aspects and performance of commercial single-cell RNA sequencing technologies.

  PMID 41503158 · PMC12770963 · NAR genomics and bioinformatics · 2026 · 8 claims · 8 setups

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  A comprehensive comparison of seven 3'/whole-transcriptome single-cell platforms and two 5' whole-transcriptome + TCR platforms was performed using PBMCs from multiple donors.

  pbmcs sorted scrna-seq evercode

• Pharmacogenomics of gemcitabine: can genetic studies lead to tailor-made therapy?

  PMID 17595663 · PMC2360307 · British journal of cancer · 2007 · 8 claims · 14 setups

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  A SNP in the cytidine deaminase (CDA) gene (208G>A, haplotype *3) decreases gemcitabine clearance, increases Cmax/AUC, and increases neutropenia risk when gemcitabine is combined with platinum drugs or 5-FU

  japanese paraffin-embedded tumour recombinant prospective immunohistochemistry pcr

• Optimizing Single-Cell Long-Read Sequencing for Enhanced Isoform Detection in Pancreatic Islets.

  PMID 41563441 · PMC13007207 · Diabetes · 2026 · 8 claims · 7 setups

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  5′ single-cell library preparation protocols outperform 3′ protocols for transcript identification and read length

  lines pancreatic spleen dtc single-cell bulk ngs