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).

• Infrequent mutation of the H-cadherin gene on chromosome 16q24 in human breast cancers.

  PMID 9330599 · PMC5921496 · Japanese journal of cancer research : Gann · 1997 · 4 claims · 2 setups

  Full-text index only

  Mutation of the H-cadherin gene is very infrequent in primary breast cancers with 16q loss

  pcr-single sequencing

• CDKL1 variants affecting ciliary formation predispose to thoracic aortic aneurysm and dissection.

  PMID 41056017 · PMC12646653 · The Journal of clinical investigation · 2025 · 8 claims · 8 setups

  Has reproduction · 67

  Heterozygous CDKL1 missense variants (Cys143Arg, Ser206Leu, Thr135Met) were identified in 6 patients from 3 families with TAAD spectrum disorders

  patients cohort cdkl1 aortic exome gene structural

• Activity of distinct growth factor receptor network components in breast tumors uncovers two biologically relevant subtypes.

  PMID 28446242 · PMC5406893 · Genome medicine · 2017 · 8 claims · 7 setups

  Has reproduction · 92

  Application of GFRN pathway signatures to breast tumor gene expression data identifies two discrete phenotypes: a 'survival phenotype' (concordant activation of HER2, IGF1R, AKT) and a 'growth phenotype' (concordant activation of EGFR, KRAS(G12V), RAF1, BAD)

  mammary tcga icbp43 hmecs rna-sequencing assign western

• Octopus-toolkit: a workflow to automate mining of public epigenomic and transcriptomic next-generation sequencing data.

  PMID 29420797 · PMC5961211 · Nucleic acids research · 2018 · 7 claims · 5 setups

  Has reproduction · 68

  Octopus-toolkit is a stand-alone application that automatically retrieves and processes large sets of epigenomic and transcriptomic NGS data from GEO in a single step

  mammary liver saccharomyces chip-seq rna-seq

• Synergism between IL7R and CXCR4 drives BCR-ABL induced transformation in Philadelphia chromosome-positive acute lymphoblastic leukemia.

  PMID 32581241 · PMC7314847 · Nature communications · 2020 · 8 claims · 8 setups

  Has reproduction · 92

  IL7R interacts with CXCR4 to recruit BCR-ABL1 and JAK kinases into close proximity, forming a molecular platform for transformation

  bm-derived pediatric bcr-abl1-transformed nod-scid rna-sequencing gene flow

• Genome-wide kinetic properties of transcriptional bursting in mouse embryonic stem cells.

  PMID 32596448 · PMC7299619 · Science advances · 2020 · 8 claims · 8 setups

  Has reproduction · 57

  Transcriptional bursting kinetics is regulated by a combination of promoter- and gene body-binding proteins, including the polycomb repressive complex 2 (PRC2) and transcription elongation factors

  cast knock-in mesc mescs single-cell single-molecule flow

• Complete Genome Sequencing of Lactobacillus plantarum ZLP001, a Potential Probiotic That Enhances Intestinal Epithelial Barrier Function and Defense Against Pathogens in Pigs.

  PMID 30542296 · PMC6277807 · Frontiers in physiology · 2018 · 8 claims · 8 setups

  Has reproduction · 68

  The complete genome of L. plantarum ZLP001 was sequenced and compared with 18 other L. plantarum genomes to identify genomic features underlying its gut-health-promoting probiotic properties.

  lactobacillus plantarum whole-genome gene comparative

• Core transcriptional signatures of phase change in the migratory locust.

  PMID 31292921 · PMC6881432 · Protein & cell · 2019 · 8 claims · 7 setups

  Has reproduction · 60

  PhaseCore genes, identified via AC-PCA across developmental, tissue, and time-course datasets, predict locust phase status (gregarious vs. solitary) with over 87.5% accuracy

  locusta bulk interference transcriptional

• Single-cell transcriptomics and chromatin accessibility profiling elucidate the kidney-protective mechanism of mineralocorticoid receptor antagonists.

  PMID 37906287 · PMC10760974 · The Journal of clinical investigation · 2024 · 8 claims · 8 setups

  Has reproduction · 95

  Mineralocorticoid effects are established through open chromatin and target gene expression primarily in principal and connecting tubule cells, and to a lesser extent in distal convoluted tubule cells

  kidney live blood snrna-seq snatac-seq bulk

• Tbx5 drives Aldh1a2 expression to regulate a RA-Hedgehog-Wnt gene regulatory network coordinating cardiopulmonary development.

  PMID 34643182 · PMC8555986 · eLife · 2021 · 7 claims · 8 setups

  Has reproduction · 84

  Tbx5 directly maintains Aldh1a2 expression in the foregut lateral plate mesoderm via an evolutionarily conserved intronic enhancer

  e9.5 xenopus bulk rt-qpcr whole-mount

• Equivalent change enrichment analysis: assessing equivalent and inverse change in biological pathways between diverse experiments.

  PMID 32093613 · PMC7041296 · BMC genomics · 2020 · 7 claims · 5 setups

  Has reproduction · 62

  Equivalent Change Enrichment Analysis (ECEA), built on a new gene-level statistic called the Equivalent Change Index (ECI), identifies pathways with non-random distributions of equivalently or inversely changed genes across two experiments.

  white model simulated expression gene simulated

• Community assessment of methods to deconvolve cellular composition from bulk gene expression.

  PMID 39191725 · PMC11350143 · Nature communications · 2024 · 8 claims · 4 setups

  Has reproduction · 63

  Most deconvolution methods accurately predict coarse-grained immune/stromal cell populations from bulk expression.

  admixtures cancer tumor bulk bulk admixture crowdsourced

• Epigenome screening highlights that JMJD6 confers an epigenetic vulnerability and mediates sunitinib sensitivity in renal cell carcinoma.

  PMID 33634984 · PMC7882098 · Clinical and translational medicine · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  JMJD6 is identified as a potent epigenetic vulnerability/fitness gene in RCC by integrating GeCK CRISPR screening data with TCGA-KIRC epigenetic regulator survival analysis

  pan-cancer tcga-kirc rcc balb crispr rna-seq mtt

• Transcriptomic data meta-analysis reveals common and injury model specific gene expression changes in the regenerating zebrafish heart.

  PMID 37012284 · PMC10070245 · Scientific reports · 2023 · 7 claims · 8 setups

  Has reproduction · 90

  Batch correction using sequencing platform as the correcting variable (via Combat-Seq) removes technical variability so that samples cluster by injury condition rather than dataset origin.

  zebrafish orthologs ortholog core bulk overrepresentation network

• Wx: a neural network-based feature selection algorithm for transcriptomic data.

  PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  The Wx algorithm ranks genes using a DI score reflecting each gene's classification power for distinguishing two groups.

  tcga gse72056 gse40419 gse103322 bulk single-cell rna-seq

• 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-guided discovery of gastric cancer continuum.

  PMID 36692601 · PMC9871434 · Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  A Boolean implication network built from GSE66229 yields a GC-BoNE gene signature (Boolean paths C#11-2-4-14 and C#7-13-14) that classifies tumor vs normal/adjacent-normal gastric samples

  gastric independent models prospective microarray transcriptomics

• Computationally scalable regression modeling for ultrahigh-dimensional omics data with ParProx.

  PMID 34254998 · PMC8575036 · Briefings in bioinformatics · 2021 · 6 claims · 4 setups

  Has reproduction · 79

  ParProx implements latent group lasso penalized regression (overlapping and non-overlapping groups) for survival (Cox) and classification (logistic) analysis of omics data.

  tcga breast liver simulated cox logistic simulation

• Understanding the function of Pax5 in development of docetaxel-resistant neuroendocrine-like prostate cancers.

  PMID 39183332 · PMC11345443 · Cell death & disease · 2024 · 7 claims · 8 setups

  Has reproduction · 69

  Pax5 is an important transcription factor driving neuronal gene expression and is specific to t-NEPC

  ne-like prostate lucap mcrpc atac-seq acetylated-histone rna-seq

• SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.

  PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 6 claims · 5 setups

  Has reproduction · 77

  SurvConvMixer, using pathway-level gene expression images and ConvMixer, achieves strong internal validation AUC for overall survival prediction, especially on larger datasets like LUAD

  luad lusc skcm trained deep benchmark model