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).

• Annotation-free prediction of immunotherapy response in melanoma using single-cell transcriptomic data.

  PMID 41758825 · PMC12948085 · PloS one · 2026 · 8 claims · 6 setups

  Full-text index only

  AI-based predictive models built on unannotated scRNA-seq data (cell-by-gene expression matrices) can classify melanoma patients as ICI responders vs. non-responders

  cd45+ scrna-seq independent scrna-seq single-gene-level pathway-level

• Estropausal gut microbiota transplant improves measures of ovarian function in adult mice.

  PMID 41776310 · PMC13004687 · Nature aging · 2026 · 8 claims · 7 setups

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  Young and estropausal female mice have distinct, separable gut microbial profiles (beta and alpha diversity) across multiple cohorts.

  fecal young gut vcd-induced 16s ovarian picrust2

• A unified framework for correcting batch effects and integrating multi-omics data.

  PMID 41786846 · PMC13079841 · Scientific reports · 2026 · 7 claims · 6 setups

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  MoDAmix, a four-stage domain adaptation framework (pre-training, single-omics adversarial adaptation, multi-omics adversarial alignment, semi-supervised class alignment), unifies batch correction across multiple omics layers.

  brain aml same single-cell bulk k-means

• Genetic subtraction reveals divergent pathways and targets in anxiety-related and anxiety-independent TMD.

  PMID 41796324 · PMC13081294 · The journal of headache and pain · 2026 · 8 claims · 8 setups

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  Anxiety shows significant genetic correlation with TMD (rg=0.4417, p=1.98x10^-19)

  european tmd gwas gtex gwas gwas-by-subtraction bayesian

• Metabolic Adaptation of CD8⁺ T Cells Limits the Efficacy of Fatty Acid Oxidation Inhibition in Type 1 Diabetes.

  PMID 41800251 · PMC12965062 · International journal of biological sciences · 2026 · 8 claims · 8 setups

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  TMZ enhances mitochondrial membrane potential and suppresses fatty acid oxidation (FAO) in human T cells

  peripheral endoc-βh5 nod pancreatic mitochondrial extracellular glucose-stimulated

• Design of a targeted blood transcriptional panel for monitoring immunological changes accompanying pregnancy.

  PMID 38352867 · PMC10861739 · Frontiers in immunology · 2024 · 6 claims · 3 setups

  Has reproduction · 73

  A targeted panel of 176 transcripts plus 8 housekeeping genes was identified for monitoring immunological changes during pregnancy

  blood bulk microarray bloodgen3

• Association of MUTYH and colorectal cancer.

  PMID 16804517 · PMC2360610 · British journal of cancer · 2006 · 7 claims · 3 setups

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  Bi-allelic MUTYH mutations confer a very large increase in colorectal cancer risk (GRR=117), supporting a causal role in colorectal cancer

  blood pooled genotype genotyping meta-analysis chi-square

• DLX2 marks an immunosuppressive dendritic-cell program that reshapes cytotoxic immunity and marks a tolerogenic microenvironment in lung adenocarcinoma.

  PMID 41761000 · PMC13043845 · Discover oncology · 2026 · 8 claims · 8 setups

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  Neuroactive ligand–receptor signaling is among the most significantly upregulated pathways in LUAD relative to normal lung tissue.

  tcga-luad tcga luad dendritic-cell bulk survival pan-cancer

• scSurv: a deep generative model for single-cell survival analysis.

  PMID 41429574 · PMC12797213 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  scSurv combines a Cox proportional hazards model with a deep generative model (VAE) of single-cell transcriptomes to estimate individual cellular contributions to clinical outcomes

  simulated tcga melanoma renal scrna-seq bulk single-cell

• The ITGAV rs3738919-C allele is associated with rheumatoid arthritis in the European Caucasian population: a family-based study.

  PMID 17615072 · PMC2206364 · Arthritis research & therapy · 2007 · 8 claims · 2 setups

  Full-text index only

  The ITGAV rs3738919-C allele is significantly associated with rheumatoid arthritis in European Caucasian trio families

  genomic same pcr-restriction affected

• Charting the map of life.

  PMID 11171541 · PMC1242061 · Environmental health perspectives · 2001 · 8 claims · 8 setups

  Full-text index only

  Only 3-5% of the human genome, corresponding to 30,000-100,000 genes, is thought to be biologically functional

  drosophila genome haemophilus domestic genetic map-based whole-genome

• The future is genome-wide.

  PMID 16934105 · PMC1779592 · Genome biology · 2006 · 8 claims · 8 setups

  Full-text index only

  Noncoding SNPs near NRG1 associated with schizophrenia likely act by influencing NRG1 expression level

  schizophrenia myocardial individuals infectious genetic candidate gene

• A reference profile-free deconvolution method to infer cancer cell-intrinsic subtypes and tumor-type-specific stromal profiles.

  PMID 32111252 · PMC7049190 · Genome medicine · 2020 · 8 claims · 8 setups

  Has reproduction · 91

  DeClust is a reference-profile-free deconvolution method that incorporates molecular subtyping directly into the deconvolution process, outputting cohort-level cancer subtype and stromal reference profiles rather than per-individual profiles

  tcga simulated muscle-invasive ccrcc computational simulation-based deconvolution

• Transcriptomic profiling of skeletal muscle adaptations to exercise and inactivity.

  PMID 31980607 · PMC6981202 · Nature communications · 2020 · 8 claims · 8 setups

  Has reproduction · 52

  MetaMEx integrates transcriptomic data from 66 published human skeletal muscle studies (>1100 individuals) into an online meta-analysis resource (www.metamex.eu)

  skeletal pooled transcriptomic principal qpcr

• Co-regulation and function of FOXM1/RHNO1 bidirectional genes in cancer.

  PMID 33890574 · PMC8104967 · eLife · 2021 · 8 claims · 8 setups

  Has reproduction · 76

  FOXM1 and RHNO1 are head-to-head bidirectional genes regulated by a shared bidirectional promoter (F/R-BDP)

  tcga ft282 gistic expression rt-qpcr

• Disrupted PGR-B and ESR1 signaling underlies defective decidualization linked to severe preeclampsia.

  PMID 34709177 · PMC8553341 · eLife · 2021 · 8 claims · 6 setups

  Has reproduction · 78

  A 120-gene transcriptomic fingerprint encoding defective decidualization is present in decidua of women who developed sPE in a prior pregnancy

  endometrial proteins bulk rt-qpcr immunofluorescence

• Machine learning-based identification of biomarkers and drugs in immunologically cold and hot pancreatic adenocarcinomas.

  PMID 39152432 · PMC11328457 · Journal of translational medicine · 2024 · 7 claims · 8 setups

  Has reproduction · 42

  PAAD tumors can be consensus-clustered into immunologically hot and cold subtypes based on CIBERSORT-derived immune cell fractions, with significantly different survival outcomes.

  paad degs bulk consensus tumor

• A urine extracellular vesicle lncRNA classifier for high-grade prostate cancer and increased risk of progression: A multi-center study.

  PMID 37852185 · PMC10591064 · Cell reports. Medicine · 2023 · 8 claims · 8 setups

  Has reproduction · 65

  A 3-lncRNA urine extracellular vesicle classifier (Clnc: AC015987.1, CTD-2589M5.4, RP11-363E6.3) detects high-grade PCa with higher accuracy than PCA3, mpMRI, PCPT-RC 2.0, and ERSPC-RC

  urinary tcga paired urine sequencing lncrna qrt-pcr

• Construction and Validation of an Immune Infiltration-Related Gene Signature for the Prediction of Prognosis and Therapeutic Response in Breast Cancer.

  PMID 33986754 · PMC8110914 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 51

  A higher immune infiltration-related risk score (IRS) indicates worse prognosis and lower sensitivity to immunotherapy in breast cancer patients

  tcga candidate cancer univariate weighted lasso

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 8 claims · 8 setups

  Has reproduction

  A three-class WSI cluster (C0/C1/C2) derived via mini batch K-means clustering on Inception V3-extracted image features is significantly associated with overall survival and is an independent prognostic predictor in BLCA.

  tcga-blca gse32894 deep transfer machine