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).

• Fluent genomics with  plyranges and  tximeta.

  PMID 32528659 · PMC7243206 · F1000Research · 2020 · 6 claims · 2 setups

  Has reproduction · 69

  A simple three-step workflow (import, model, integrate) using R/Bioconductor enables fluent, reproducible genomics data analysis integrating RNA-seq and ATAC-seq.

  ipsc-derived bulk atac-seq

• Identification of phenotype-specific networks from paired gene expression-cell shape imaging data.

  PMID 35197309 · PMC8997347 · Genome research · 2022 · 8 claims · 5 setups

  Has reproduction · 100

  A network-based approach integrating RNA-seq and cell-shape imaging data identifies data-derived signaling networks specific to cell-shape regulation in breast cancer.

  breast representative kinases bulk high-throughput immunofluorescence

• AuPairWise: A Method to Estimate RNA-Seq Replicability through Co-expression.

  PMID 27082953 · PMC4833304 · PLoS computational biology · 2016 · 7 claims · 4 setups

  Has reproduction · 88

  Sample-sample correlation of transcript abundances is trivially high regardless of condition and gives misleading estimates of the replicability of conditional (differential) variation in expression.

  encode liver bulk rna-seq meta-analysis

• Mutually exclusive teams-like patterns of gene regulation characterize phenotypic heterogeneity along the noradrenergic-mesenchymal axis in neuroblastoma.

  PMID 38230570 · PMC10795782 · Cancer biology & therapy · 2024 · 8 claims · 6 setups

  Has reproduction · 87

  NOR-specific and MES-specific gene expression patterns are largely mutually exclusive, exhibiting a teams-like behavior across multiple bulk NB transcriptomic datasets

  lines bulk single-cell housekeeping bulk pca single-sample

• ASTRA: a comprehensive resource of stress-induced transcriptional activity in human cell lines.

  PMID 41263110 · PMC12807686 · Nucleic acids research · 2026 · 6 claims · 4 setups

  Has reproduction · 73

  ASTRA is a curated, open-access database cataloging standardized bulk RNA-seq transcriptomic responses to stress in human cell lines, organized into four stress categories (oxidative, hypoxia, heat shock, DNA damage).

  lines bulk

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 4 setups

  Has reproduction

  DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.

  pan-can jhu006 pc9 a375 bulk scrna-seq

• Enabling Single-Cell Drug Response Annotations from Bulk RNA-Seq Using SCAD.

  PMID 36762572 · PMC10104628 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023 · 7 claims · 7 setups

  Has reproduction · 81

  SCAD, a transfer learning framework integrating adversarial discriminative domain adaptation (ADDA), can infer single-cell drug sensitivities by transferring knowledge from bulk RNA-seq pharmacogenomic data (GDSC) to scRNA-seq target domains

  pan-cancer pc9 451lu a375 bulk scrna-seq computational

• 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/colocalizes with CXCR4 on the cell surface, recruiting BCR-ABL1 and JAK kinases into close proximity to form a platform for transformation

  bm-derived pediatric bcr-abl1-transformed nod-scid bulk gene flow

• mitoXplorer, a visual data mining platform to systematically analyze and visualize mitochondrial expression dynamics and mutations.

  PMID 31799603 · PMC6954439 · Nucleic acids research · 2020 · 6 claims · 4 setups

  Has reproduction · 89

  mitoXplorer is a web-based visual data mining platform that integrates expression and mutation data of mito-genes with a manually curated mitochondrial interactome of ~1200 genes grouped into 38 mitochondrial processes across four model species including human

  rpe-1 trisomic rpe bulk proteomics metabolic

• 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

• Effect of read-mapping biases on detecting allele-specific expression from RNA-sequencing data.

  PMID 19808877 · PMC2788925 · Bioinformatics (Oxford, England) · 2009 · 8 claims · 6 setups

  Full-text index only

  Reads mapped to the reference genome show a significant bias toward the reference allele at heterozygous SNPs

  lymphoblastoid simulated hapmap genes rna-seq read-mapping eqtl

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• GREIN: An Interactive Web Platform for Re-analyzing GEO RNA-seq Data.

  PMID 31110304 · PMC6527554 · Scientific reports · 2019 · 8 claims · 7 setups

  Has reproduction · 73

  GREIN is a web application providing user-friendly interfaces to manipulate, visualize, and analyze GEO RNA-seq data.

  mcf10a nde&dt hypoxia bulk correlation pca

• Interaction between SNAI2 and MYOD enhances oncogenesis and suppresses differentiation in Fusion Negative Rhabdomyosarcoma.

  PMID 33420019 · PMC7794422 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  SNAI2 is highly expressed in FN-RMS tumors and cell lines compared to normal tissue

  rms fn-rms fp-rms imr90 rna-seq western immunohistochemistry

• 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

• Systematic Assessment of Small RNA Profiling in Human Extracellular Vesicles.

  PMID 37444556 · PMC10340377 · Cancers · 2023 · 7 claims · 4 setups

  Has reproduction · 90

  Different EV isolation methods vary in reproducibility for isolating small RNAs and have characteristic effects on small RNA composition, with differential ultracentrifugation showing the highest variability/lowest replicability.

  evs plasma small isolation validation

• Histone hyperacetylation disrupts core gene regulatory architecture in rhabdomyosarcoma.

  PMID 31784732 · PMC6886578 · Nature genetics · 2019 · 8 claims · 8 setups

  Has reproduction · 58

  SOX8 is a previously unrecognized core regulatory TF in FP-RMS, co-localizing with other CR TFs at SEs and essential for tumor cell growth

  rms rh4 h3k27ac pooled chip-seq

• Analysis of the Hypoxic Response in a Mouse Cortical Collecting Duct-Derived Cell Line Suggests That Esrra Is Partially Involved in Hif1α-Mediated Hypoxia-Inducible Gene Expression in mCCD(cl1) Cells.

  PMID 35806266 · PMC9267015 · International journal of molecular sciences · 2022 · 8 claims · 7 setups

  Has reproduction · 76

  mCCD cl1 cells mount a broad transcriptional response to 24 h hypoxia (0.2% O2), with 3086 genes differentially expressed

  mccd lines bulk rt-qpcr western

• The Li2 mutation results in reduced subgenome expression bias in elongating fibers of allotetraploid cotton (Gossypium hirsutum L.).

  PMID 24598808 · PMC3944810 · PloS one · 2014 · 8 claims · 7 setups

  Has reproduction · 58

  The Li2 mutation significantly reduces subgenome (homeolog) expression bias in the elongating fiber transcriptome.

  developing rna-seq expressed subgenome-biased paired-end rna-seq rt-qpcr

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

  PMID 28446242 · PMC5406893 · Genome medicine · 2017 · 7 claims · 6 setups

  Has reproduction · 92

  Breast tumors exhibit two discrete GFRN activity phenotypes: a 'survival phenotype' with concordant HER2/IGF1R/AKT activation and a 'growth phenotype' with concordant EGFR/KRAS(G12V)/RAF1/BAD activation, which are typically mutually exclusive.

  mammary tcga hmecs breast rna-sequencing pathway western