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).

• Rete ridges form via evolutionarily distinct mechanisms in mammalian skin.

  PMID 41639458 · PMC12959975 · Nature · 2026 · 8 claims · 8 setups

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  Rete ridges form through a mechanism independent from hair follicles and sweat glands, via interconnected epidermal invaginations

  trunk pig multispecies gw12 histology comparative immunostaining

• bayesReact: expression-coupled regulatory motif analysis detects microRNA activity across cancers, tissues, and at the single-cell level.

  PMID 41657247 · PMC12884093 · Nucleic acids research · 2026 · 8 claims · 6 setups

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  bayesReact is a novel fully Bayesian generative model for inferring regulatory motif (e.g., miRNA) activity from bulk or single-cell expression data

  tcga gtex stem embryonic paired semi-synthetic single-cell

• Spatial transcriptomics identifies differentiation, lipid metabolism, and retinoid pathway alterations in acne vulgaris.

  PMID 41657309 · PMC12892907 · JCI insight · 2026 · 8 claims · 6 setups

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  A custom KRT5-directed segmentation pipeline improves transcript assignment accuracy in the spatially complex sebaceous gland compared with standard multimodal or nuclei-expansion segmentation

  skin inflammatory tert gtrd spatial immunohistochemistry reanalysis

• Single-cell transcriptomics reveals keratinocyte dynamic processes associated with S100a4 expression in psoriasiform dermatitis.

  PMID 41660613 · PMC12876221 · Frontiers in immunology · 2025 · 7 claims · 8 setups

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  S100a4 knockout mice show significant pathological improvement in psoriasis-like lesions, including reduced inflammatory cell infiltration and decreased epidermal hyperplasia

  c57bl skin dorsal dcmo crispr western imiquimod-induced

• RMzyme: regulations of RNA-modifying enzymes in humans.

  PMID 41672979 · PMC12895048 · Signal transduction and targeted therapy · 2026 · 8 claims · 7 setups

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  RMzyme is a comprehensive multiomics knowledgebase covering 179 human RNA-modifying proteins across 18 major RNA modification types and 63 human tissues

  nomo1 molm13 tissues cptac merip-seq bulk single-cell

• M(5)C-driven stabilization of SERPINB5 promotes cervical cancer progression and chemotherapy resistance.

  PMID 41673397 · PMC12921336 · Cell death & disease · 2026 · 8 claims · 8 setups

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  RNA m5C levels are globally and consistently elevated in cervical tumors compared to normal cervical tissue

  cervical hela nsun2 bisulfite bulk spatial

• Novel fatty acid metabolism-related molecular subtyping and prognostic signature for breast cancer.

  PMID 41674979 · PMC12885896 · Translational cancer research · 2026 · 8 claims · 8 setups

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  A FAM-related gene prognostic model (FAMGM) built using CoxBoost and random survival forest was identified as the optimal model among 101 machine learning combinations, based on highest average C-index across TCGA-BRCA and GSE96058 cohorts

  tcga-brca gse96058 brca breast bulk single-cell spatial

• Increased IL4I1 expression predicts poor survival and modulates the immune microenvironment in acute myeloid leukemia.

  PMID 41680858 · PMC12910993 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  IL4I1 mRNA expression is significantly elevated in AML compared to normal controls

  tcga-laml bone thp-1-derived thp-1 bulk kaplan-meier deg

• Genome-wide association analyses highlight the role of the intestinal molecular environment in human gut microbiota variation.

  PMID 41688638 · PMC12987725 · Nature genetics · 2026 · 8 claims · 8 setups

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  Variants in the OR51E1–OR51E2 locus, encoding microbiome-derived fatty acid chemosensors expressed in enteroendocrine cells, are associated with gut microbial richness

  adults subset intestinal enteroendocrine genome-wide sanger single-cell

• SiCmiR Atlas: Single-Cell miRNA Landscape Reveals Hub-miRNA and Network Signatures in Human Cancers.

  PMID 41691474 · PMC13042402 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  SiCmiR, a two-layer neural network, predicts mature miRNA expression profiles from only 977 LINCS L1000 landmark genes

  tcga k562 pancreatic acth-secreting paired bulk scrna-seq-based

• Excitatory GABA receptors shape locomotor circuit organization in C. elegans.

  PMID 41703147 · PMC13003095 · Scientific reports · 2026 · 8 claims · 5 setups

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  lgc genes are broadly and preferentially enriched in C. elegans locomotion motor neurons compared to other neuron types/subgroups

  elegans cys-loop single-cell ucell multi-species

• Benchmarking LLM-based agents for single-cell omics analysis.

  PMID 41742311 · PMC13064268 · Genome biology · 2026 · 8 claims · 8 setups

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  Introduces a comprehensive benchmarking evaluation system comprising an open-source agent platform, 18 evaluation metrics across four dimensions, and 50 real-world single-cell omics tasks

  agent single-cell spatial scatac-seq llm-agent scrna-seq spatial

• IFN signaling is associated with radiotherapy response in malignant peripheral nerve sheath tumors.

  PMID 41766654 · PMC12948414 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  MPNST cells are more radioresistant than benign plexiform neurofibroma (pNF) cells in vitro

  mpnst st88-14 nf9511.b jh-2-002 flow fractionated bulk

• Identification and validation of prognostic genes related to glycolysis and M2 macrophage in hepatocellular carcinoma: an integrated analysis of bulk RNA sequencing and single-cell RNA sequencing.

  PMID 41766871 · PMC12935947 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  52 candidate genes were identified at the intersection of glycolysis-related genes (GRGs), M2 macrophage-related genes (MRGs), and HCC-vs-control DEGs (DEGs2).

  tcga-lihc gse149614 key hcc bulk immune cox

• Enhancing KLF15 activity in cardiomyocytes: a novel approach to prevent pathological reprogramming and fibrosis via nuclease-deficient dCas9VPR.

  PMID 41771837 · PMC12953643 · Signal transduction and targeted therapy · 2026 · 8 claims · 8 setups

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  KLF15 transcriptional activity shows the most significant change among TFs in pathological cardiomyocytes during progressive hypertrophic remodeling, reflecting less effective repression of disease-associated genes.

  ventricular heart cardiomyocytes cardiomyocyte single-cell rt-qpcr bulk

• TRAP5 Inhibition Targeting Scar-Associated Macrophages Ameliorates Acute Kidney Injury to Chronic Kidney Disease Transition.

  PMID 41773735 · PMC13159109 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  A distinct scar-associated macrophage (SM) subset marked by high Acp5/TRAP5, Ctsk, Mmp9, and Spp1 emerges and predominates during the renal remodeling/CKD phase after AAI-induced AKI

  kidney ckd aai unilateral single-cell velocity pseudotime

• Vγ1 γδ T cells steer airway macrophages toward a profibrotic response in an autochthonous lung cancer mouse model.

  PMID 41779856 · PMC12959402 · Science advances · 2026 · 7 claims · 6 setups

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  Lung tumors drive expansion of both CD27+ and CD27- pulmonary γδ T cells, which acquire distinct spatial and phenotypic changes in the tumor microenvironment

  spc-cre+ microdissected sorted merged flow confocal single-cell

• Development and validation of a gemcitabine sensitivity-related long noncoding RNA signature for predicting the prognosis and subtypes of bladder cancer.

  PMID 41809777 · PMC12968932 · Translational andrology and urology · 2026 · 8 claims · 8 setups

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  A 37-GSRlncRNA prognostic signature stratifies BLCA patients into low- and high-risk groups with significant differences in survival, pathway enrichment, immune infiltration, and mutational profiles

  tcga-blca blca paired wgcna differential machine

• Comprehensive immune profiling reveals IFN-γ signaling in T cells mediates parasite phagocytosis in a rodent malaria model.

  PMID 41810957 · PMC13059739 · mBio · 2026 · 8 claims · 8 setups

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  IFN-γ signaling in T cells contributes to the development of malaria-associated lung pathology

  lungs pbnk65-infected cell-specific lung flow time-series qrt-pcr

• Fibroblast-associated CTHRC1 as a key indicator of recurrence risk in prostate cancer.

  PMID 41832493 · PMC13101373 · World journal of surgical oncology · 2026 · 7 claims · 8 setups

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  Pathological T stage, N stage, Gleason score, and TP53 mutation are associated with higher PRAD recurrence risk

  tcga geo prad scrna-seq bulk single-cell cell-cell