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).

• A global view of protein expression in human cells, tissues, and organs.

  PMID 20029370 · PMC2824494 · Molecular systems biology · 2009 · 7 claims · 6 setups

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  A high fraction (>65%) of proteins is expressed in most human cells and tissues, while very few proteins (<2%) are detected in any single cell type.

  normal computational hepatocytes same immunohistochemistry immunofluorescence unsupervised

• 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

• Discovery and validation of molecular patterns and immune characteristics in the peripheral blood of ischemic stroke patients.

  PMID 38650649 · PMC11034498 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 83

  188 differentially expressed genes (DEGs) between IS and control blood samples were identified and enriched in immune-related biological pathways

  blood degs peripheral hub microarray kegg cibersort

• Screening of Diagnostic Biomarkers and Immune Infiltration Characteristics Linking Rheumatoid Arthritis and Rosacea Based on Bioinformatics Analysis.

  PMID 39104909 · PMC11299729 · Journal of inflammation research · 2024 · 8 claims · 8 setups

  Has reproduction · 48

  277 co-expressed DEGs shared between RA and rosacea are enriched in immune processes and chemokine-mediated signaling pathways

  synovial rosacea co-expressed serum microarray weighted protein-protein

• Integrated bioinformatics analysis screened the key genes and pathways of idiopathic pulmonary fibrosis.

  PMID 40280949 · PMC12032202 · Scientific reports · 2025 · 8 claims · 8 setups

  Has reproduction · 93

  5328 differentially expressed transcripts (4083 genes) were identified in GSE173355 by limma, with 4012 transcripts (3206 genes) confirmed by both limma and edgeR (logFC>1, FDR<0.05)

  ipf degs differentially bleomycin-induced bulk methylation kegg

• CeLLTra: aligning cell names with gene expression via a pathway-informed transformer.

  PMID 41652996 · PMC12881829 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  Grouping genes into pathway-defined gene sets as Transformer input tokens (instead of using individual genes or discretized bins) mitigates the long-sequence problem and improves representation learning of scRNA-Seq gene expression profiles.

  tabula tumor-infiltrating scrna-seq

• Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.

  PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 77

  457 differentially expressed GRGs were identified between OC and normal ovarian tissue, of which 30 were significantly associated with prognosis

  tcga-oc tcga-oc-gse26193 ov_gse154600 iose-80 bulk univariate copy

• Genomic expression during human myelopoiesis.

  PMID 17683550 · PMC2045681 · BMC genomics · 2007 · 8 claims · 5 setups

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  An integrated myelopoiesis expression dataset of 9,425 genes, each mapped to a unique genomic position, was generated from 24 microarray experiments across 8 myeloid cell types.

  myeloid same cd34+ gene microarray unsupervised sam

• Sex-Based Differences in Cell Types and Gene Expression within the Anterior Cruciate Ligament.

  PMID 41587266 · PMC13011956 · The Journal of bone and joint surgery. American volume · 2026 · 8 claims · 5 setups

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  ACL tissue is heterogeneous, containing 5 major cell types: fibroblasts, pericytes, endothelial cells, macrophages, and T cells.

  acl differentially study flow single-cell immunofluorescence

• PI3K inhibitors protect against glucocorticoid-induced skin atrophy.

  PMID 30737086 · PMC6441871 · EBioMedicine · 2019 · 8 claims · 8 setups

  Has reproduction · 76

  Drug repurposing screen of the LINCS transcriptional signature database identified PI3K/mTOR/Akt inhibitors as the most prominent pharmacological class capable of repressing REDD1/FKBP51 expression.

  keratinocytes hacat skin ear computational rt-pcr western

• Caloric Restriction Reprograms Adipose Tissues in Rhesus Monkeys.

  PMID 41042069 · PMC12686577 · Aging cell · 2025 · 8 claims · 8 setups

  Has reproduction · 66

  At baseline, SAT and VAT transcriptomes are highly similar, with only ~1% of genes (30 genes, adjusted p<0.05) differentially expressed between depots in Controls

  subcutaneous sat rhesus bulk gsea xcell

• 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

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  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

• Pan-Cancer Single-Cell RNA Sequencing Analysis Refines Multi-Origin Monocyte and Macrophage Lineages.

  PMID 41231218 · PMC12865363 · Cancer immunology research · 2026 · 6 claims · 8 setups

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  TAMs arise from two distinct origins: C1QC+ TAMs likely derive from resident tissue macrophages, while SPP1+ TAMs and ISG15+ TAMs likely originate from circulating monocytes.

  myeloid melanoma monocyte-to-macrophage coad-read scrna-seq differential developmental

• Substantial unannotated noncoding transcripts in tumors may transcriptionally regulate cancer-related genes.

  PMID 41606598 · PMC12924361 · BMC biology · 2026 · 8 claims · 8 setups

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  Many unannotated genes and transcripts (MSTRG/UNTs) are pervasively generated and significantly differentially expressed in cancer cell lines and tissues across four tumor types (lung, liver, stomach, colon)

  cancer a549 unt bulk chip-seq computational

• Endothelial PDGF Signaling Dysregulation Impairs Testicular Interstitial Homeostasis in Diabetes.

  PMID 41643060 · PMC13073339 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 7 setups

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  Testicular endothelial cells (TECs) function as a central signaling hub coordinating intercellular communication within the human testicular interstitium

  testicular testis leydig diabetic single-cell integrative cell-cell

• 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

• Boolean logic links chromatin accessibility states to gene expression variability across cell types.

  PMID 41909952 · PMC13148175 · Nucleic acids research · 2026 · 7 claims · 4 setups

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  ocrRBBR infers interpretable Boolean rules from combinations of accessible OCRs that explain gene expression variability across cell types

  immune genes atac-seq bulk hi-c

• The relationship between PLOD1 expression level and glioma prognosis investigated using public databases.

  PMID 34040895 · PMC8127981 · PeerJ · 2021 · 8 claims · 8 setups

  Has reproduction · 79

  PLOD1 mRNA expression is significantly higher in glioma tissue than in normal brain tissue

  glioma gbm cancer gene online genomic

• Comprehensive bioinformatics analysis and experimental verification identify mitochondrial gene Dgat2 as a novel therapeutic biomarker for myocardial ischemia-reperfusion.

  PMID 40510478 · PMC12159077 · Frontiers in endocrinology · 2025 · 8 claims · 8 setups

  Has reproduction · 64

  Dgat2 is a hub mitochondria-related differentially expressed gene (MitoDEG) that can serve as a novel biomarker and therapeutic target in MI/RI

  heart degs dgat2 mitodegs microarray kegg protein-protein

• PredTAD: A machine learning framework that models 3D chromatin organization alterations leading to oncogene dysregulation in breast cancer cell lines.

  PMID 34093998 · PMC8142020 · Computational and structural biotechnology journal · 2021 · 6 claims · 8 setups

  Has reproduction · 77

  PredTAD, a Gradient Boosting Machine model using epigenomic and genomic ChIP-seq-derived features plus neighboring-bin information, classifies 10 kb genomic bins as TAD boundary or non-boundary

  mcf10a t47d mcf7 tcga hi-c chip-seq atac-seq