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).

• Identification of Molecular Subtypes of Clear-Cell Renal Cell Carcinoma in Patient-Derived Xenografts Using Multi-Omics.

  PMID 40282537 · PMC12026142 · Cancers · 2025 · 8 claims · 7 setups

  Full-text index only

  Each ccRCC PDX resembles one of the human molecular subtypes closely at both the transcript and protein levels.

  ccrcc differentially bulk lc-ms targeted

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

  PMID 31799603 · PMC6954439 · Nucleic acids research · 2020 · 5 claims · 5 setups

  Has reproduction · 89

  mitoXplorer integrates transcriptome, proteome, and mutation data with a manually curated mitochondrial interactome of ~1200 genes grouped into 38 mitochondrial processes across four model species.

  rpe-1 trisomic rpe yeast bulk proteomics mitotracker

• Complete human day 14 post-implantation embryo models from naive ES cells.

  PMID 37673118 · PMC10584686 · Nature · 2023 · 8 claims · 8 setups

  Has reproduction · 100

  Genetically unmodified human naive ES cells, without transgene overexpression, can be aggregated to form complete SEMs recapitulating epiblast, hypoblast, extra-embryonic mesoderm and trophoblast compartments

  naive day igata3 sem facs immunofluorescence scrna-seq

• Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.

  PMID 40660214 · PMC12257665 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 68

  RIF endometrial samples segregate into two reproducible molecular subtypes: an immune-driven subtype (RIF-I) and a metabolic-driven subtype (RIF-M)

  endometrial in-house bulk rif-degs meta-analysis sequencing immune

• Comprehensive analysis of a novel RNA modifications-related model in the prognostic characterization, immune landscape and drug therapy of bladder cancer.

  PMID 37124622 · PMC10131083 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  Two distinct RNA modification patterns exist among BCa samples with radically varying clinical outcomes and biological characteristics

  meta-geo tcga-blca bca genomics unsupervised lasso weighted

• Integration of multi-omics and machine learning strategies identifies immune related candidate biomarkers in inflammation-associated hypertrophic cardiomyopathy.

  PMID 41080564 · PMC12510942 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 85

  Seven key immune-related genes (RNF165, SNCA, SRGN, MARCO, STEAP4, SIGLEC9, TKT) are associated with HCM by intersecting DEGs with MR-identified eQTLs

  left eqtl degs merged bulk two-sample functional

• Gene co-expression network analysis in human spinal cord highlights mechanisms underlying amyotrophic lateral sclerosis susceptibility.

  PMID 33707641 · PMC7970949 · Scientific reports · 2021 · 8 claims · 8 setups

  Has reproduction · 100

  WGCNA on control human cervical spinal cord RNA-seq identifies 13 co-expression modules (SC.M1-M13), each representing distinct biological processes or cell types.

  cervical als top yeast bulk stratified protein-protein

• From genomics to chemical genomics: new developments in KEGG.

  PMID 16381885 · PMC1347464 · Nucleic acids research · 2006 · 8 claims · 5 setups

  Full-text index only

  KEGG BRITE has been formally added as a fourth main KEGG database to establish a logical foundation for functional interpretation and pathway reconstruction.

  enzymatic substrate kegg complete chemical number ortholog

• Gene-disease relationship discovery based on model-driven data integration and database view definition.

  PMID 19042916 · PMC2639000 · Bioinformatics (Oxford, England) · 2009 · 8 claims · 4 setups

  Full-text index only

  Explicit gene–disease relationships can be formulated as candidate gene definitions (e.g., co-localization, dysregulation, functional similarity) that may include intermediary orthologous or interacting genes

  acgr disease term-based database case

• Zebrafish whole-adult-organism chemogenomics for large-scale predictive and discovery chemical biology.

  PMID 18618001 · PMC2442223 · PLoS genetics · 2008 · 8 claims · 6 setups

  Full-text index only

  Zebrafish whole-adult-organism chemogenomics generates robust prediction models that discriminate P(H)AHs from ECs across independent experiments

  zebrafish computational seven consolidated whole-adult-organism supervised quantitative

• Proteomic interrogation of androgen action in prostate cancer cells reveals roles of aminoacyl tRNA synthetases.

  PMID 19763266 · PMC2740864 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  Androgen treatment alters the whole-cell proteome of LNCaP prostate cancer cells

  lncap androgen prostate itraq mudpit immunoblot

• Phase transition specified by a binary code patterns the vertebrate eye cup.

  PMID 34757798 · PMC8580326 · Science advances · 2021 · 7 claims · 6 setups

  Has reproduction · 74

  FGF signaling is required for ciliary margin (CM) development; loss of FGFRs in peripheral retina abolishes CM markers and causes aniridia

  embryonic e13.5 retina immunostaining single-cell velocity

• Bioinformatics in Malaysia: hope, initiative, effort, reality, and challenges.

  PMID 19714208 · PMC2723929 · PLoS computational biology · 2009 · 8 claims · 4 setups

  Full-text index only

  Bioinformatics in Malaysia began informally in the early 1990s but its systematic development was curtailed by an early focus on the biotechnology industry, leaving gaps in human capital, research, and commercialization.

  virus alkalophilic extremophilic parasite high-throughput

• Orthogonal cytokine engineering enables novel synthetic effector states escaping canonical exhaustion in tumor-rejecting CD8(+) T cells.

  PMID 37081150 · PMC10154250 · Nature immunology · 2023 · 8 claims · 7 setups

  Has reproduction · 37

  Orthogonal engineering with PD1d/IL-2v/IL-33 reprograms adoptively transferred CD8+ T cells into a novel synthetic effector state (C5/TSE) that deviates from canonical TOX+ exhaustion

  cd8+ b16-ova ot1 mice scrna-seq flow secretion

• Distinct sympathetic projections to brown fat regulate thermogenesis and glucose tolerance.

  PMID 41559445 · PMC12945688 · Nature metabolism · 2026 · 8 claims · 8 setups

  Has reproduction · 85

  Distinct sympathetic neuron subpopulations in the stellate ganglion (SG) innervating iBAT parenchyma versus its vasculature mediate separable functions of the depot.

  th-cre awake ibat plasma retrograde chemogenetic indirect

• 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

• Network-assisted protein identification and data interpretation in shotgun proteomics.

  PMID 19690572 · PMC2736651 · Molecular systems biology · 2009 · 7 claims · 7 setups

  Full-text index only

  Confidently identified proteins in a sample form tightly connected sub-networks in the protein interaction network, with significantly higher clustering coefficients than random or topology-matched random sub-networks.

  yeast organs mammary organ shotgun clique-enrichment microarray

• Ensembl's 10th year.

  PMID 19906699 · PMC2808936 · Nucleic acids research · 2010 · 8 claims · 8 setups

  Full-text index only

  Ensembl provides comprehensive gene annotation and integrated genomic resources (variation, regulation, comparative genomics) across a growing set of chordate genomes

  anole western genome cd4+ whole-genome gene cross-database