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).

• Genetic evidence supporting obesity as a risk factor for lung squamous cell carcinoma and the identification of MFAP1 as a shared genetic target.

  PMID 41820721 · PMC13096280 · Discover oncology · 2026 · 8 claims · 8 setups

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  BMI and LUSC show a significant positive genome-wide genetic correlation, robust to constrained-intercept sensitivity analysis and replicated by GNOVA.

  gwas gtex scrna-seq ldsc gnova ρ-hess

• Estimating in silico causal effects of DNA methylation on gene expression through genetic anchors in airway epithelium in asthma.

  PMID 42018614 · PMC13101850 · Science advances · 2026 · 8 claims · 8 setups

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  DNA methylation is a plausible causal driver of gene expression in the majority (73%) of tested eQTM pairs, more often than the reverse direction (28%)

  nasal genes snps types eqtm eqtl causal

• SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering.

  PMID 39775401 · PMC11709272 · PloS one · 2025 · 8 claims · 5 setups

  Has reproduction · 81

  SEMdag() is a two-step order-based algorithm for fast learning of high-dimensional linear SEMs, using knowledge-based (KB) or data-driven bottom-up (BU) node/layer ordering followed by penalized (L1) DAG estimation

  amyotrophic breast coronavirus st-elevation rna-seq comparative

• Artificial Intelligence Approach in Machine Learning-Based Modeling and Networking of the Coronavirus Pathogenesis Pathway.

  PMID 40699865 · PMC12191508 · Current issues in molecular biology · 2025 · 8 claims · 8 setups

  Has reproduction

  The coronavirus pathogenesis pathway is activated in SARS-CoV-2-infected iPSC-derived cardiac cells and in SARS-CoV/SARS-CoV-2-infected LUAD cells

  ace2-transfected calu-3 luad ipsc-derived ipa sequencing convolutional

• Differentially expressed genes reflect disease-induced rather than disease-causing changes in the transcriptome.

  PMID 34561431 · PMC8463674 · Nature communications · 2021 · 8 claims · 7 setups

  Has reproduction · 100

  revTWMR, a reverse transcriptome-wide Mendelian Randomization approach integrating GWAS and whole-blood trans-eQTL summary statistics, is proposed to estimate the causal effect of a phenotype on gene expression.

  blood ra-associated genome-wide revtwmr transcriptome-wide reverse functional

• PowerBacGWAS: a computational pipeline to perform power calculations for bacterial genome-wide association studies.

  PMID 35338232 · PMC8956664 · Communications biology · 2022 · 8 claims · 8 setups

  Has reproduction · 85

  Two computational approaches (sub-sampling and phenotype-simulation) can be implemented to perform power calculations for bacterial GWAS using existing genome collections, packaged as the PowerBacGWAS pipeline

  enterococcus klebsiella mycobacterium faecium pan-genome burden variant

• Genetical genomics: spotlight on QTL hotspots.

  PMID 18949031 · PMC2563687 · PLoS genetics · 2008 · 8 claims · 4 setups

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  Distant eQTL hotspots are rare and difficult to reliably verify across published genetical genomics studies

  adipose saccharomyces genome-wide permutation gene

• A genome-wide association analysis identifies 16 novel susceptibility loci for carpal tunnel syndrome.

  PMID 30833571 · PMC6399342 · Nature communications · 2019 · 6 claims · 8 setups

  Has reproduction · 90

  A GWAS of 12,312 CTS cases and 389,344 controls in UK Biobank identifies 16 novel genome-wide significant susceptibility loci for CTS

  biobank surgically gwas transformed genome-wide sequencing gene-based

• Positive Relationships between Intraocular Pressure and Thyroid Function in Graves' Ophthalmopathy: A Three-Aspect Evidence Analysis.

  PMID 40992768 · PMC12479196 · Yonsei medical journal · 2025 · 7 claims · 5 setups

  Has reproduction · 68

  Thyroid function parameters (FT3, FT4) and disease activity (CAS) are significantly associated with elevated IOP in GO patients

  nhanes gtex gse199688 differentially retrospective cross-sectional summary-data-based

• Integrated multi-omics analysis combined with clinical validation reveals that HLA-DRB5 and ODAPH are causal risk genes for keratoconus.

  PMID 41803193 · PMC13179358 · Scientific reports · 2026 · 8 claims · 8 setups

  Has reproduction · 64

  2,884 differentially expressed genes (DEGs) were identified as the union of upregulated genes from two independent KC transcriptome datasets (GSE151631, GSE77938), enriched in cell adhesion, immune response, and TNF/IL-17 signaling pathways.

  corneal deg gwas eqtl bulk kegg summary-data

• Embeddings from language models are good learners for single-cell data analysis.

  PMID 41726097 · PMC12921509 · Patterns (New York, N.Y.) · 2026 · 8 claims · 8 setups

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  scELMo combines LLM-derived embeddings of gene and cell metadata with raw single-cell expression data via matrix operations to generate cell embeddings without pretraining a new model

  scrna-seq multi-batch diseased perturbation clustering batch cell-type

• Integration of multi-omics and machine learning strategies identifies immune related candidate biomarkers in inflammation-associated hypertrophic cardiomyopathy.

  PMID 41080564 · PMC12510942 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 85

  Seven key immune-related genes (RNF165, SNCA, SRGN, MARCO, STEAP4, SIGLEC9, TKT) are associated with HCM by intersecting DEGs with MR-identified eQTLs

  left eqtl degs merged bulk two-sample functional

• Forward genetic screening of mutants of the wild diploid ancestor Nicotiana sylvestris identifies aspartate oxidase 2 as a key gene for nicotine biosynthesis in cultivated allotetraploid tobacco (Nicotiana tabacum).

  PMID 41921204 · PMC13043189 · The Plant journal : for cell and molecular biology · 2026 · 7 claims · 8 setups

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  A large-scale, high-mutation-frequency EMS mutant library of N. sylvestris was constructed as a forward genetics resource

  sylvestris tabacum ems whole-genome rna-seq

• Malaria genomics meets drug-resistance phenotyping in the field.

  PMID 19664295 · PMC2745762 · Genome biology · 2009 · 8 claims · 8 setups

  Full-text index only

  Significantly longer parasite clearance times in Pailin (western Cambodia) versus Wang Pha (Thailand-Myanmar border) establish the presence of artemisinin resistance in western Cambodia.

  falciparum plasmodium drug clinical high-throughput