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).

• A gene signature related to programmed cell death to predict immunotherapy response and prognosis in colon adenocarcinoma.

  PMID 39950044 · PMC11823652 · PeerJ · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  COAD patients can be divided into two molecular subtypes (S1, S2) based on 21 prognostic PCD-related genes, with S1 showing worse prognosis and immunosuppressive microenvironment, S2 showing better prognosis and stronger anti-tumor immunity

  coad consensus cibersort mcp-counter

• Identification of intrinsic genes across general hypertension, hypertension with left ventricular remodeling, and uncontrolled hypertension.

  PMID 36277786 · PMC9582241 · Frontiers in cardiovascular medicine · 2022 · 7 claims · 8 setups

  Has reproduction · 73

  FBXW4 and 13 other genes are uniquely enriched in the general hypertension group

  peripheral white four gse75360 microarray gene weighted

• Hypoxia-associated genes as predictors of outcomes in gastric cancer: a genomic approach.

  PMID 40129974 · PMC11931070 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 96

  A prognostic model built from five H1-specific hypoxia-associated transcription factors (EHF, EIF1AD, GLA, KEAP1, MAGED2) predicts overall survival in STAD, with high-risk patients showing significantly worse OS.

  gastric gene scrna-seq tcga single-cell wgcna cell-cell

• Representing and querying disease networks using graph databases.

  PMID 27462371 · PMC4960687 · BioData mining · 2016 · 7 claims · 8 setups

  Has reproduction · 77

  Graph databases are well suited for representing biological information because it is typically highly connected, semi-structured and unpredictable, unlike relational databases which require rigid schemas.

  uniprot proteins tissues asthma all-vs-all protein-protein metabolic

• Generative and integrative modeling for transcriptomics with formalin fixed paraffin embedded material.

  PMID 41029822 · PMC12486589 · Journal of translational medicine · 2025 · 8 claims · 6 setups

  Has reproduction · 67

  The negative binomial distribution best fits fRNA-seq transcript counts, with little evidence supporting zero-inflated extensions

  compendium ffpe simulated frna-seq statistical bulk integrity

• DMN-seq enriches DNA hypomethylated regions for biomarker discovery using 5-methylcytosine glycosylase.

  PMID 41673887 · PMC13097799 · Genome biology · 2026 · 8 claims · 9 setups

  Has reproduction · 80

  DMN-seq (DMN+) uses DME to nick DNA specifically at 5mC sites, enabling 5mC detection at single-base resolution via selective adaptor ligation

  synthetic partially embryonic mesc glycosylase dmn-seq ultrafast

• Intratumoral heterogeneity in microsatellite instability status at single-cell resolution.

  PMID 41767255 · PMC12936829 · iScience · 2026 · 8 claims · 7 setups

  Has reproduction · 100

  A novel computational (Snakemake) pipeline quantifies intratumoral heterogeneity in MSI status at single-cell resolution

  colorectal cancer aggregated msisensor-rna single-cell cnv-based

• Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.

  PMID 42216239 · PMC13240488 · Journal of cellular and molecular medicine · 2026 · 8 claims · 7 setups

  Has reproduction · 49

  S100A3 shows consistent discriminatory performance across the training cohort, an independent sleep deprivation cohort, and a chronic insomnia cohort

  blood degs bulk single-gene gene

• Electroacupuncture reshapes the microbial co-occurrence networks related to the behavioral and psychological symptoms of dementia in Alzheimer's disease.

  PMID 41676443 · PMC12806058 · iMetaOmics · 2025 · 6 claims · 7 setups

  Has reproduction · 77

  Electroacupuncture reshapes microbial co-occurrence network topology and drives keystone species in AD-related BPSD, with R. gnavus emerging as a likely keystone species post-intervention.

  appswe app gut 16s open picrust2

• Heterogeneity of cancer-associated fibroblasts in head and neck squamous cell carcinoma.

  PMID 37320872 · PMC10277597 · Translational oncology · 2023 · 8 claims · 9 setups

  Has reproduction · 50

  Seven distinct CAF subsets exist in HNSCC, identified via integration of scRNA-seq, bulk transcriptomic, and spatial transcriptomic data.

  hnscc tcga-hnscc caf fibroblast single-cell bulk spatial

• miRbiom: Machine-learning on Bayesian causal nets of RBP-miRNA interactions successfully predicts miRNA profiles.

  PMID 34637468 · PMC8509996 · PloS one · 2021 · 7 claims · 6 setups

  Has reproduction · 100

  RBPs beyond Drosha/DGCR8/Dicer are involved in regulating miRNA biogenesis and explain its spatio-temporal nature

  tissues computational rbps clip-seq rna-seq srna-seq

• Association between Arsenic Level, Gene Expression in Asian Population, and In Vitro Carcinogenic Bladder Tumor.

  PMID 35039759 · PMC8760535 · Oxidative medicine and cellular longevity · 2022 · 8 claims · 5 setups

  Has reproduction

  A unique set of 147 genes is associated with arsenic exposure and linked to molecular mechanisms of cancer.

  bangladesh pakistan four bladder blood gene bladder

• Unlocking the microbial studies through computational approaches: how far have we reached?

  PMID 36920617 · PMC10016191 · Environmental science and pollution research international · 2023 · 8 claims · 8 setups

  Has reproduction

  Metagenomics enables culture-independent study of microbial communities directly from their natural environments, bypassing the need for clonal isolation.

  clinical bacteriophage vaginal hbv ngs random whole-genome

• Identification of potential therapeutic targets for nonischemic cardiomyopathy in European ancestry: an integrated multiomics analysis.

  PMID 39267096 · PMC11396958 · Cardiovascular diabetology · 2024 · 8 claims · 7 setups

  Has reproduction · 89

  Two-sample MR analysis identified 255 circulating plasma proteins associated with NISCM

  european cis-pqtl myocardial geo mendelian bayesian differential

• A novel HRAS c.466C>T p.(Phe156Leu) variant in two patients with attenuated features of Costello syndrome.

  PMID 35764878 · PMC9437031 · European journal of human genetics : EJHG · 2022 · 8 claims · 6 setups

  Has reproduction

  HRAS c.466C>T p.(Phe156Leu) is a novel de novo pathogenic variant causing an attenuated Costello syndrome phenotype in two unrelated boys

  blood hek293t patients trio gst gap-binding

• Mutation of the nm23 gene, loss of heterozygosity at the nm23 locus and K-ras mutation in ovarian carcinoma: correlation with tumour progression and nm23 gene expression.

  PMID 7669582 · PMC2033876 · British journal of cancer · 1995 · 8 claims · 5 setups

  Full-text index only

  A novel missense mutation (TGG→CGG, Trp133→Arg) in nm23-H2 was found in one stage III serous ovarian carcinoma

  ovarian case matched same pcr-sscp subcloning loh

• The detection of K-ras mutations in colorectal cancer using the amplification-refractory mutation system.

  PMID 9579832 · PMC2150152 · British journal of cancer · 1998 · 5 claims · 6 setups

  Full-text index only

  ARMS reliably detects K-ras codon 12/13 mutations in archival CRC DNA samples even when mutant sequence is under-represented relative to wild-type

  archival tumour tumour-derived haematoxylin arms direct pcr

• Rare-type mutations of MMAC1 tumor suppressor gene in human glioma cell lines and their tumors of origin.

  PMID 10551321 · PMC5926156 · Japanese journal of cancer research : Gann · 1999 · 8 claims · 6 setups

  Full-text index only

  6 of 10 glioma cell lines examined showed MMAC1 mutations with presumed loss of heterozygosity (LOH)

  glioma pcr northern rt-pcr sscp

• Mutation analysis of the Fanconi anaemia A gene in breast tumours with loss of heterozygosity at 16q24.3.

  PMID 10098735 · PMC2362253 · British journal of cancer · 1999 · 7 claims · 6 setups

  Full-text index only

  The FAA gene is not the gene targeted by LOH at 16q24.3 in breast cancer

  breast tumour sscp exon-by-exon southern

• Multiple genetic alterations cause frequent and heterogeneous human histocompatibility leukocyte antigen class I loss in cervical cancer.

  PMID 10727458 · PMC2193119 · The Journal of experimental medicine · 2000 · 8 claims · 8 setups

  Full-text index only

  Tumor-associated HLA class I alterations were present in 90% of cervical cancer lesions tested

  cervical frozen genomic peripheral multiparameter flow immunohistochemistry