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).

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• RNA-Seq transcriptome profiling of upland cotton (Gossypium hirsutum L.) root tissue under water-deficit stress.

  PMID 24324815 · PMC3855774 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 38

  A total of 1,530 transcripts were differentially expressed between well-watered and water-deficit stressed field-grown upland cotton root tissues (913 up-regulated, 617 down-regulated).

  gossypium uppermost root reads bulk leaf rt-qpcr

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

  PMID 27082953 · PMC4833304 · PLoS computational biology · 2016 · 7 claims · 6 setups

  Has reproduction · 88

  Sample-sample correlation of transcript abundances is a misleading measure of replicability for assessing differential expression, because it is dominated by gene-specific dynamic ranges rather than condition-dependent variation.

  liver encode publicly co-expressed rna-seq meta-analysis computational

• Epigenetic profiling of hematopoietic stem cells from male mice identifies KDR and PU.1 as regulators of aging transcriptome and caloric restriction response.

  PMID 41720793 · PMC13035812 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  Lifelong CR reduces white blood cell production and shifts hematopoiesis toward myeloid and thrombo-erythroid lineages while suppressing lymphoid output

  peripheral sorted young aged complete flow bulk

• Long non-coding RNA profiling of hypertrophic cardiomyopathy in mice.

  PMID 41942516 · PMC13230700 · Scientific data · 2026 · 6 claims · 8 setups

  Full-text index only

  This study presents a transcriptome-wide RNA-Seq dataset delineating differentially expressed lncRNAs in left ventricle of the TNNT2 ∆160 HCM mouse model (n=31 TG, n=33 nTG).

  left fastq rna-seq lncrna bulk fastqc read

• spliceJAC: transition genes and state-specific gene regulation from single-cell transcriptome data.

  PMID 36321549 · PMC9627675 · Molecular systems biology · 2022 · 8 claims · 8 setups

  Has reproduction · 53

  spliceJAC uses unspliced and spliced mRNA count matrices to construct cell state-specific gene-gene regulatory interaction (Jacobian) matrices from scRNA-seq data

  bistable three-gene emt circuits simulation mixed-state grn

• Multi-omics analyses identify mannose phosphate isomerase-centered hypoxia-induced angiogenesis signature in colorectal cancer.

  PMID 41204349 · PMC12595641 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 61

  Twelve HIA-related genes were identified that are transcriptionally activated by HIF1A/HIF2A and functionally implicated in angiogenesis in CRC

  hct116 crc tumor chip-seq bulk single

• A comparative study of techniques for differential expression analysis on RNA-Seq data.

  PMID 25119138 · PMC4132098 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 58

  edgeR performs slightly better than DESeq and Cuffdiff2 in terms of the ability to uncover true positives.

  brain neurospheres lymphoblastoid simulation single-end paired-end rna-seq

• Lineage-Specific Disruption of Hematopoiesis by Oxaliplatin: Mechanisms of Erythropoietin Resistance and Immune Suppression.

  PMID 41868970 · PMC13005433 · Journal of hematology and oncology research · 2026 · 8 claims · 5 setups

  Full-text index only

  Oxaliplatin induces coordinated, lineage-dependent suppression of hematopoiesis, strongest in erythroid and lymphoid lineages while neutrophils are relatively spared

  bone peripheral plasma bulk complete multiplex

• AI-assisted discovery of an ethnicity-influenced driver of cell transformation in esophageal and gastroesophageal junction adenocarcinomas.

  PMID 36134663 · PMC9675486 · JCI insight · 2022 · 8 claims · 8 setups

  Has reproduction · 84

  An AI-guided Boolean network approach (BoNE) models transcriptomic continuum states of normal esophagus, BE, and EAC to derive classifier gene signatures

  gene keratinocyte-derived ffpe spt6-depleted boolean rna-seq immunohistochemistry

• Comparison of RNA-Seq by poly (A) capture, ribosomal RNA depletion, and DNA microarray for expression profiling.

  PMID 24888378 · PMC4070569 · BMC genomics · 2014 · 8 claims · 8 setups

  Has reproduction · 77

  Ribo-Zero-Seq removes rRNA with efficiency comparable to poly(A)-based mRNA-Seq in both FF and FFPE RNA, whereas DSN-Seq leaves significantly more rRNA and shows greater variation.

  fresh-frozen ffpe breast unc microarray mrna-seq ribo-zero-seq

• Dissecting microregulation of a master regulatory network.

  PMID 18294391 · PMC2289817 · BMC genomics · 2008 · 8 claims · 6 setups

  Full-text index only

  143 human miRNAs (termed p53-miRs) each contain at least one putative p53 binding site within 10 kb flanking sequence and are predicted to target at least one known gene

  genome mirnas mirna-target predicted p53 mirna cross-referencing

• Downregulation of Splicing Factor PTBP1 Curtails FBXO5 Expression to Promote Cellular Senescence in Lung Adenocarcinoma.

  PMID 39057099 · PMC11276454 · Current issues in molecular biology · 2024 · 8 claims · 8 setups

  Has reproduction · 59

  PTBP1 is significantly upregulated across multiple cancer types including LUAD, and higher PTBP1 levels are associated with worse LUAD patient survival

  cancer luad fibroblast a549 pan-cancer differential replicative

• Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.

  PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments

  tcga-blca famc1-3 differentially gse32894 bulk consensus gene

• Widespread ectopic expression of olfactory receptor genes.

  PMID 16716209 · PMC1508154 · BMC genomics · 2006 · 8 claims · 6 setups

  Full-text index only

  OR genes show widespread, locus-dependent, heterogeneous ectopic expression across dozens of non-olfactory human and mouse tissues

  tissues olfactory intact probesets microarray est custom

• Chronic Hypoxia Disrupts Spermatogenesis Through ASXL2-EZH2-Mediated Microtubule Destabilization.

  PMID 41782374 · PMC13159132 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

  Full-text index only

  Chronic hypoxia disrupts spermatogenesis by blocking the round-to-elongated spermatid transition, governed by the ASXL2–EZH2 axis

  testes seminiferous sperm including single-cell western transmission

• Shape-constrained, changepoint additive models for time series omics data with cpam.

  PMID 41978264 · PMC13076231 · Nucleic acids research · 2026 · 8 claims · 3 setups

  Full-text index only

  cpam outperforms existing time series methods in control of false discovery rate versus power to detect temporal changes

  embryogenesis arabidopsis simulated isoform-level gene-level simulation

• Benefit of using interaction effects for the analysis of high-dimensional time-response or dose-response data for two-group comparisons.

  PMID 38012163 · PMC10682470 · Scientific reports · 2023 · 5 claims · 1 setups

  Has reproduction · 92

  Interaction effects are often the mathematical equivalent of the biological research question in gene expression studies but are frequently not considered in practice.

  mice bulk

• Enterotoxins A and B produced by Staphylococcus aureus increase cell proliferation, invasion and cytarabine resistance in acute myeloid leukemia cell lines.

  PMID 37810000 · PMC10559070 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 88

  SEA and SEB treatment increases cell proliferation in AML cell lines

  aml cgp differentially proliferation culture transwell

• Acquired resistance to KRAS G12C small-molecule inhibitors via genetic/nongenetic mechanisms in lung cancer.

  PMID 37831779 · PMC10575592 · Science advances · 2023 · 8 claims · 8 setups

  Full-text index only

  Acquired resistance to sotorasib in isogenic cells correlates with increased ITGB4 expression

  h358 h23 sw1573 proliferation spheroid immunoblot