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).

• Deciphering the Immune Microenvironment at the Forefront of Tumor Aggressiveness by Constructing a Regulatory Network with Single-Cell and Spatial Transcriptomic Data.

  PMID 38254989 · PMC10815467 · Genes · 2024 · 8 claims · 8 setups

  Has reproduction · 85

  Combining scRNA-seq and spatial transcriptomics enables inference of malignant cells at the invasive front of the ER+ breast cancer TME and dissection of events at the tumor infiltration forefront

  normal er+ epithelial malignant single-cell spatial copy

• Numb prevents a complete epithelial-mesenchymal transition by modulating Notch signalling.

  PMID 29187638 · PMC5721160 · Journal of the Royal Society, Interface · 2017 · 7 claims · 8 setups

  Has reproduction · 49

  Numb (and Numbl) inhibits a full EMT by stabilizing a hybrid E/M phenotype, acting as a 'phenotypic stability factor'.

  notch-emt-numb h1975 independent mathematical multi-cell sirna

• 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

• Single-cell protein activity analysis reveals aberrant myogenesis and IGF2-PI3K pathway dependencies in MYOD1-mutant rhabdomyosarcoma.

  PMID 41758938 · PMC12947870 · Science advances · 2026 · 7 claims · 8 setups

  Has reproduction · 84

  MYOD1 L122R-mutant SRMS comprises three coexisting tumor cell states (MYOD1-enriched progenitor-like, proliferative transition, and partially differentiated with reduced MYOD1 activity) reflecting disrupted myogenic differentiation.

  six myod1 independent paired single-nucleus targeted bulk

• Targeted and personalized immunotherapy in lung adenocarcinoma: single-cell RNA sequencing of MAFF+ tumor cells and the therapeutic potential of FOS.

  PMID 40936936 · PMC12420628 · Frontiers in immunology · 2025 · 7 claims · 8 setups

  Has reproduction · 71

  A highly stem-like C0 MAFF+ tumor cell subtype dominates invasive LUAD, producing chemokines and activating lipid metabolism

  luad tumor a549 single-cell infercnv pseudotime

• Single-cell transcriptome maps of myeloid blood cell lineages in Drosophila.

  PMID 32900993 · PMC7479620 · Nature communications · 2020 · 8 claims · 8 setups

  Has reproduction · 86

  Single-cell RNA-seq of developing Drosophila lymph glands resolves heterogeneity of hemocytes and identifies major and sub cell types.

  drosophila lymph single single-cell bulk gene

• To Explore the Key Subgroup and Their Immune Microenvironment During the Formation of Coronary Plaque With scRNA-seq.

  PMID 40454289 · PMC12126265 · Cardiology research and practice · 2025 · 6 claims · 8 setups

  Has reproduction · 33

  C1 RACK1+ NK cells are a crucial subgroup for understanding coronary plaque formation, exhibiting the highest cell stemness/differentiation potential and positioned at the start of the pseudotime trajectory

  coronary scrna-seq five type single-cell doublet copy

• A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells.

  PMID 34316714 · PMC8271219 · NAR cancer · 2021 · 7 claims · 8 setups

  Has reproduction · 85

  EMT and tamoxifen-resistance (TamR) regulatory axes can drive one another, enabling non-genetic heterogeneity via six co-existing phenotypes (ES, ER, HS, HR, MS, MR)

  gene same randomized publicly racipe stochastic randomized

• Toward a Consensus in the Repertoire of Hemocytes Identified in Drosophila.

  PMID 33748138 · PMC7969988 · Frontiers in cell and developmental biology · 2021 · 8 claims · 8 setups

  Has reproduction · 74

  Comparative analysis of three scRNAseq studies identifies eight common, robust hemocyte subgroups associated with distinct functions (proliferation, immune response, phagocytosis, secretion)

  wandering feeding stage type single scenic immunolabeling

• Single-cell transcriptomics reveals maturation of transplanted stem cell-derived retinal pigment epithelial cells toward native state.

  PMID 37339216 · PMC10293804 · Proceedings of the National Academy of Sciences of the United States of America · 2023 · 8 claims · 8 setups

  Has reproduction · 59

  Subretinally transplanted stem cell-derived RPE (ESC- and iPSC-derived) retain RPE identity and survive in vivo for at least 30 days in immunocompetent rabbit eyes

  hpsc-derived day esc dutch qrt-pcr immunofluorescence transepithelial

• Prediction of condition-specific regulatory genes using machine learning.

  PMID 32329779 · PMC7293043 · Nucleic acids research · 2020 · 8 claims · 6 setups

  Has reproduction · 85

  ConSReg integrates expression, DAP-seq TF-DNA binding, and ATAC-seq open chromatin data into machine learning models to predict condition-specific regulatory genes

  arabidopsis zea bulk dap-seq atac-seq

• Integrative network modeling reveals mechanisms underlying T cell exhaustion.

  PMID 32024856 · PMC7002445 · Scientific reports · 2020 · 8 claims · 6 setups

  Has reproduction · 59

  An integrative, literature-curated and data-driven gene regulatory network underlies CD8+ T cell exhaustion and accurately captures expression states in chronic infection and tumor settings.

  cd8+ tce activated manual gene principal

• Identification of a PRDM1-regulated T cell network to regulate atherosclerotic plaque inflammation.

  PMID 41039608 · PMC12490039 · Genome medicine · 2025 · 6 claims · 7 setups

  Has reproduction · 100

  A distinct gene co-expression module with a prominent T cell signature is enriched in unstable plaques and distinguishes high-risk from low-risk lesions.

  carotid calcified atherosclerotic cell-specific microarray single-cell loss-of-function

• Sox8 remodels the cranial ectoderm to generate the ear.

  PMID 35867760 · PMC9282420 · Proceedings of the National Academy of Sciences of the United States of America · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  Sox8 sits at the top of a core transcriptional circuit (Sox8, Pax2, Lmx1a, Zbtb16) that determines otic identity

  chick bulk single-cell chipseq

• Variations in the transcriptome of Alzheimer's disease reveal molecular networks involved in cardiovascular diseases.

  PMID 18842138 · PMC2760875 · Genome biology · 2008 · 8 claims · 6 setups

  Full-text index only

  AD-related genes (APOE, A2M, PON2, MAP4) and CVD-associated genes (COMT, CBS, WNK1) congregate in a single co-expression module, linking AD and CVD at the transcriptional level

  entorhinal subjects expression differentially microarray significance principal

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  Twenty-two genes lie at the intersection of AFB1-predicted targets and breast cancer-associated co-expression modules/DEGs

  afb1 breast training candidate computational bulk weighted

• Hippo signaling differentially regulates distal progenitor subpopulations and their transitional states to construct the mammalian lungs.

  PMID 41932885 · PMC13219436 · Nature communications · 2026 · 8 claims · 8 setups

  Has reproduction · 91

  A fraction (15-50%) of the distal SOX9+ tip progenitor subdomain is sufficient to direct lung outgrowth through branch bifurcation, providing a mechanism for lung size control

  lung whole-mount immunofluorescence single-cell