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).

• Liver-specific paraoxonase-1 alleviates regulatory T cell-driven immunosuppression via metabolic reprogramming in hepatocellular carcinoma.

  PMID 41387425 · PMC12701056 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 66

  PON1 expression is downregulated in HCC tumor tissue and low PON1 is associated with worse prognosis

  hcc paired hepa1-6 pon1-nc bioinformatic immunohistochemistry orthotopic

• Expression of neurofibromin 1 in colorectal cancer and cetuximab resistance.

  PMID 34779495 · PMC8611403 · Oncology reports · 2022 · 7 claims · 8 setups

  Has reproduction · 73

  NF1 is highly expressed in cetuximab-sensitive colorectal cancer cell lines (NCI-H508, Caco2) but weakly expressed in cetuximab-resistant lines (KM12C, SW480)

  crc cetuximab-sensitive nf1 cetuximab-resistant western sirna dapi

• Machine learning algorithm predicts fibrosis-related blood diagnosis markers of intervertebral disc degeneration.

  PMID 37915003 · PMC10619283 · BMC medical genomics · 2023 · 8 claims · 7 setups

  Has reproduction · 68

  CEP120 and SPDL1 were identified as diagnostic genes for IDD using a random forest model

  blood gse150408 cep120 pbmcs bulk machine single-sample

• Identification of the shared hub gene signatures and molecular mechanisms between HIV-1 and pulmonary arterial hypertension.

  PMID 38528047 · PMC10963360 · Scientific reports · 2024 · 6 claims · 8 setups

  Has reproduction · 71

  109 shared genes were identified between HIV-1- and PAH-associated WGCNA modules

  pbmc shared hub pbmcs weighted kegg differential

• Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.

  PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 50

  A 186-gene signature predictive of nCRT response was derived from integrating six GEO transcriptomic datasets using machine learning.

  pre-treatment combined larc 186-gene differential machine molecular

• Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.

  PMID 42216239 · PMC13240488 · Journal of cellular and molecular medicine · 2026 · 8 claims · 7 setups

  Has reproduction · 49

  S100A3 shows consistent discriminatory performance across the training cohort, an independent sleep deprivation cohort, and a chronic insomnia cohort

  blood degs bulk single-gene 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

• 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

• Genetics and functional genomics of type 2 diabetes mellitus.

  PMID 14659011 · PMC329413 · Genome biology · 2003 · 7 claims · 5 setups

  Full-text index only

  Genome-wide transcription profiling of diabetic skeletal muscle reveals coordinated downregulation of oxidative phosphorylation genes, converging on PGC1α as a central regulator.

  skeletal population microarray real-time genetic

• Using random walks to identify cancer-associated modules in expression data.

  PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups

  Has reproduction

  Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.

  hepatocellular breast sporadic geo gene differential interaction

• BABELOMICS: a systems biology perspective in the functional annotation of genome-scale experiments.

  PMID 16845052 · PMC1538844 · Nucleic acids research · 2006 · 8 claims · 8 setups

  Full-text index only

  Babelomics is presented as an updated, complete suite of web tools for functional analysis of genome-scale experiments with new and improved modules

  pre-selected pre-tabulated genes ranked kegg expression text-mining

• Revealing potential interfering genes between abdominal aortic aneurysm and periodontitis through machine learning and bioinformatics analysis.

  PMID 40857330 · PMC12380325 · PloS one · 2025 · 6 claims · 8 setups

  Full-text index only

  90 interacting genes were identified at the intersection of AAA DEGs and periodontitis WGCNA module genes

  abdominal gingival overlapping interacting microarray weighted kegg

• EpCAM supports exit from pluripotency of embryonic stem cells via Eomes.

  PMID 41963283 · PMC13076738 · Cell death & disease · 2026 · 8 claims · 8 setups

  Full-text index only

  EpCAM supports exit from pluripotency of mESCs and is required for cardiomyocyte formation in embryoid bodies

  e14tg2α epcam embryos mesc flow contraction qrt-pcr

• Frag'n'Flow: automated workflow for large-scale quantitative proteomics in high performance computing environments.

  PMID 41486154 · PMC12828970 · BMC bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  Frag'n'Flow is a Nextflow-based pipeline that encapsulates FragPipe, automating manifest/workflow generation, tool dependency management, and downstream analysis for HPC/cloud/cluster environments.

  laboratory institutional breast pluripotent ram cpu storage

• Single-cell immunophenotyping identifies CD8+GZMK+IFNG+ T cells as a key immune population in cutaneous Lyme disease.

  PMID 41729083 · PMC12956012 · JCI insight · 2026 · 8 claims · 7 setups

  Full-text index only

  A clonally expanded CD8+GZMK+IFNG+ T cell population (subdivided into IFNGhi and IFNGint groups) is enriched in the EM lesion and shows an inflammatory, tissue-resident phenotype (GZMBlo/PRF1-) resembling tissue-enriched GZMK+ TteK cells

  whole-skin cd8+gzmk+ifnghi identified skin scrna-seq pseudobulk immune

• Nonsense-mediated mRNA decay orchestrates neuronal migration and cortical lamination while modulating Reelin and ciliary gene regulatory networks.

  PMID 41746809 · PMC13042203 · Cell reports · 2026 · 8 claims · 8 setups

  Full-text index only

  UPF2-mediated NMD is required for proper cortical lamination; conditional Upf2 deletion in radial glia disrupts layering of TBR1+/SATB2+ and CTIP2+/CUX1+ neurons.

  cortex embryonic cortical neural immunofluorescence utero co-electroporation

• Midostaurin response in AML is shaped by a progenitor-like cell state selectively targeted by SMAC mimetics.

  PMID 41813823 · PMC12996285 · NPJ precision oncology · 2026 · 8 claims · 8 setups

  Full-text index only

  A progenitor-like CD38+CD45RA+ leukemic cell population is associated with midostaurin resistance

  bm-mncs flt3mut drug ms-based rna-sequencing

• Out-of-frame CBX3::ALK fusion drives ALK activation and therapy response.

  PMID 41887222 · PMC13130619 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  A CBX3::ALK out-of-frame fusion was identified in a patient with metastatic melanoma

  metastatic cutaneous tumor hek293t targeted immunohistochemistry fluorescence

• Standing on the shoulders of microbes: microbiome thermal priming buffers the effects of heatwaves on clams by preventing stress overreaction.

  PMID 41987828 · PMC13077298 · ISME communications · 2026 · 8 claims · 5 setups

  Full-text index only

  Transplantation of a microbiome from heat-primed donor clams into non-acclimated recipients is sufficient to enhance host resilience during a subsequent simulated heatwave.

  ruditapes philippinarum 16s host enzymatic

• RANKL inhibits macrophage proinflammatory Toll-like receptor 2 and 4 signaling and impairs killing of intracellular bacteria.

  PMID 42177796 · PMC13198865 · ImmunoHorizons · 2026 · 8 claims · 8 setups

  Full-text index only

  Prior RANKL exposure increases intracellular Salmonella Typhimurium (STm) burden in mouse and human macrophages

  bone bmdms raw-dual splenic bacterial viability sequencing