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).
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A Soft Matrix Microenvironment Promotes Laterally Spreading Tumors via Oxidative Phosphorylation-Dependent Cell Adhesion.
PMID 41833005 · PMC13248847 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 7 claims · 8 setups
LSTs exhibit a more malignant phenotype than PAs, with higher inferred CNV scores, stronger genetic correlation with colorectal cancer, and downregulation of adhesion molecules
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Identification and validation of key PANoptosis-related genes via integrative machine learning and single-cell sequencing in AILI.
PMID 41858622 · PMC12995703 · iScience · 2026 · 8 claims · 8 setups
Cdkn1a and Pdk1 are key PANoptosis-related genes with high diagnostic potential for AILI
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Has reproduction · 66
STAT3-dependent analysis reveals PDK4 as independent predictor of recurrence in prostate cancer.
PMID 32323921 · PMC7178451 · Molecular systems biology · 2020 · 8 claims · 6 setups
Low STAT3 expression in primary PCa is associated with increased OXPHOS and ribosomal biosynthesis at the transcriptomic level
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Has reproduction · 80
Specific signature biomarkers highlight the potential mechanisms of circulating neutrophils in aneurysmal subarachnoid hemorrhage.
PMID 36438795 · PMC9685413 · Frontiers in pharmacology · 2022 · 8 claims · 8 setups
A neutrophil-related co-expression gene module (blue module) is significantly associated with aSAH occurrence
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Has reproduction · 51
Construction and Validation of an Immune Infiltration-Related Gene Signature for the Prediction of Prognosis and Therapeutic Response in Breast Cancer.
PMID 33986754 · PMC8110914 · Frontiers in immunology · 2021 · 7 claims · 8 setups
A higher immune infiltration-related risk score (IRS) indicates worse prognosis and lower sensitivity to immunotherapy in breast cancer patients
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Has reproduction · 48
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
277 co-expressed DEGs shared between RA and rosacea are enriched in immune processes and chemokine-mediated signaling pathways
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Has reproduction · 49
Integrative transcriptomics and single-cell transcriptomics analyses reveal potential biomarkers and mechanisms of action in papillary thyroid carcinoma.
PMID 40520228 · PMC12162626 · Frontiers in genetics · 2025 · 8 claims · 8 setups
ENTPD1, SERPINA1, and TACSTD2 are potential transcriptomic biomarkers for PTC
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Has reproduction · 49
LRP1 as a potential diagnostic and immunomodulatory target in endometriosis: evidence from multi-omics and single-cell analyses.
PMID 42064072 · PMC13124487 · Frontiers in immunology · 2026 · 8 claims · 8 setups
LRP1 is a hub gene with the highest diagnostic performance among 30 candidate hub genes identified by machine learning
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Identify GDPD3 as a key regulator of epithelial-mesenchymal transition and prostate adenocarcinoma progression via the LPA/LPAR1/AKT axis: transcriptomic and experimental study.
PMID 41562071 · PMC12813044 · Frontiers in immunology · 2025 · 7 claims · 8 setups
GDPD3 is upregulated in PRAD tumor tissue and its knockdown inhibits tumor cell proliferation, invasion, and migration
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Genomic biomarkers of immunotherapy plus chemotherapy in patients with advanced NSCLC: Insights from the phase 3 ORIENT-11 study.
PMID 41660271 · PMC12876322 · iScience · 2026 · 8 claims · 8 setups
A 9-gene Immune-Chemotherapy Prediction Score (ICPscore), derived from ORIENT-11 via WGCNA and LASSO Cox regression, predicts survival benefit from ICI plus chemotherapy in advanced NSCLC
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UBE2M as a bridge spanning neddylation and cell cycle regulation in colorectal adenocarcinoma.
PMID 41680469 · PMC12993059 · Experimental & molecular medicine · 2026 · 8 claims · 8 setups
Neddylation is associated with G2M phase progression in CRC
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OptiSyn: an interpretable, multi-omics-driven graph convolutional network framework for synergy-oriented drug combination design in disease treatment.
PMID 41877167 · PMC13011277 · Chinese medicine · 2026 · 8 claims · 8 setups
Eight AS-associated hub genes were identified through integration of multi-omics datasets (DEG analysis, WGCNA, scRNA-seq, Mendelian randomization, PPI module analysis)
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A tissue-resolved, network-based transcriptomic framework for abiotic stress responses in sorghum.
PMID 41904985 · PMC13033392 · The Plant journal : for cell and molecular biology · 2026 · 8 claims · 8 setups
Tissue specificity is the dominant determinant of abiotic stress-induced gene reprogramming across drought, heat, and salinity stress in sorghum
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Integrated transcriptome and single-cell sequencing analysis identify blood-pancreas shared lncRNA biomarkers in new-onset T2DM.
PMID 41915667 · PMC13037964 · PloS one · 2026 · 8 claims · 6 setups
1,709 lncRNAs are differentially expressed in peripheral blood of new-onset T2DM patients vs controls
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Has reproduction · 79
TSUNAMI: Translational Bioinformatics Tool Suite for Network Analysis and Mining.
PMID 33705981 · PMC9403021 · Genomics, proteomics & bioinformatics · 2021 · 8 claims · 6 setups
TSUNAMI is a freely accessible web-based tool suite that mines gene co-expression network (GCN) modules from public (GEO, TCGA) or user-uploaded numerical omics data and performs downstream gene set enrichment analysis.
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Has reproduction · 88
Vaccine-induced ICOS(+)CD38(+) circulating Tfh are sensitive biosensors of age-related changes in inflammatory pathways.
PMID 34095875 · PMC8149371 · Cell reports. Medicine · 2021 · 8 claims · 8 setups
Vaccine-induced ICOS+CD38+ cTfh from elderly adults show increased TNF-NF-κB pathway transcriptional signaling compared to young adults at day 7 post-vaccination
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Has reproduction · 55
Identification of TYR, TYRP1, DCT and LARP7 as related biomarkers and immune infiltration characteristics of vitiligo via comprehensive strategies.
PMID 34107850 · PMC8806433 · Bioengineered · 2021 · 7 claims · 8 setups
131 robust DEGs (89 upregulated, 42 downregulated) were identified by RRA integration of three vitiligo datasets and are closely associated with melanogenesis and vitiligo development
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Has reproduction · 42
Machine learning-based identification of biomarkers and drugs in immunologically cold and hot pancreatic adenocarcinomas.
PMID 39152432 · PMC11328457 · Journal of translational medicine · 2024 · 7 claims · 8 setups
PAAD tumors can be consensus-clustered into immunologically hot and cold subtypes based on CIBERSORT-derived immune cell fractions, with significantly different survival outcomes.
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Has reproduction · 62
A comparative gene co-expression analysis using self-organizing maps on two congener filmy ferns identifies specific desiccation tolerance mechanisms associated to their microhabitat preference.
PMID 32019526 · PMC7001327 · BMC plant biology · 2020 · 8 claims · 6 setups
Inter-specific differences in vertical distribution/microhabitat preference are associated with distinct dynamics of gene expression during dehydration and rehydration phases
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Has reproduction · 92
Similarities and Differences in Gene Expression Networks Between the Breast Cancer Cell Line Michigan Cancer Foundation-7 and Invasive Human Breast Cancer Tissues.
PMID 34056582 · PMC8155268 · Frontiers in artificial intelligence · 2021 · 8 claims · 6 setups
MCF-7 cell lines and human breast cancer tissues show only minimal similarity in biological processes, though some fundamental functions like cell cycle are conserved.