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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Has reproduction · 80
Decoding the tumor microenvironment and molecular mechanism: unraveling cervical cancer subpopulations and prognostic signatures through scRNA-Seq and bulk RNA-seq analyses.
PMID 38482016 · PMC10933018 · Frontiers in immunology · 2024 · 7 claims · 8 setups
C3 PLP2+ Tumor Epithelial Progenitor Cells are a key subpopulation that drives differentiation and progression of cervical carcinoma
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Has reproduction · 83
Multiomic machine learning on lactylation for molecular typing and prognosis of lung adenocarcinoma.
PMID 39856156 · PMC11760357 · Scientific reports · 2025 · 8 claims · 8 setups
Ten multiomics clustering algorithms identify two distinct lactylation cancer subtypes (CS1 and CS2) in LUAD
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Has reproduction · 65
A urine extracellular vesicle lncRNA classifier for high-grade prostate cancer and increased risk of progression: A multi-center study.
PMID 37852185 · PMC10591064 · Cell reports. Medicine · 2023 · 8 claims · 8 setups
A 3-lncRNA urine extracellular vesicle classifier (Clnc: AC015987.1, CTD-2589M5.4, RP11-363E6.3) detects high-grade PCa with higher accuracy than PCA3, mpMRI, PCPT-RC 2.0, and ERSPC-RC
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Has reproduction · 71
Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.
PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups
Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments
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A restricted spectrum of NRAS mutations causes Noonan syndrome.
PMID 19966803 · PMC3118669 · Nature genetics · 2010 · 8 claims · 6 setups
Germline NRAS mutations (T50I, G60E) cause a subset of Noonan syndrome cases via enhanced MAPK activation
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Has reproduction · 76
Intrinsic suppression of type I interferon production underlies the therapeutic efficacy of IL-15-producing natural killer cells in B-cell acute lymphoblastic leukemia.
PMID 37217248 · PMC10231005 · Journal for immunotherapy of cancer · 2023 · 8 claims · 8 setups
High expression of IFN-I signaling/response genes predicts favorable clinical outcome (longer relapse-free survival) in B-ALL patients
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MSI test to distinguish between HNPCC and other predisposing syndromes -- of value in tailored surveillance.
PMID 15528791 · PMC3839337 · Disease markers · 2004 · 8 claims · 5 setups
MSI (or immunohistochemistry) testing applied to a pre-selected patient with a family history or early-onset colorectal cancer can distinguish HNPCC from unknown non-HNPCC colorectal cancer syndromes.
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Has reproduction · 83
Gene-expression patterns in peripheral blood classify familial breast cancer susceptibility.
PMID 26538066 · PMC4634735 · BMC medical genomics · 2015 · 8 claims · 5 setups
A multigene peripheral-blood gene-expression biomarker accurately classifies which women from high-risk families develop familial breast cancer.
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Decision forest analysis of 61 single nucleotide polymorphisms in a case-control study of esophageal cancer; a novel method.
PMID 16026601 · PMC1637030 · BMC bioinformatics · 2005 · 8 claims · 2 setups
DF-SNPs, a novel adaptation of the Decision Forest method, can classify esophageal cancer cases vs. controls based on SNP genotype data with high concordance, sensitivity, and specificity.
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Has reproduction · 100
Transcriptomic-Based Quantification of the Epithelial-Hybrid-Mesenchymal Spectrum across Biological Contexts.
PMID 35053177 · PMC8773604 · Biomolecules · 2021 · 8 claims · 8 setups
The 76GS, KS, and MLR EMT scoring metrics show concordant trends in quantifying EMP across bulk RNA-seq datasets spanning multiple cancer types
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Has reproduction · 69
Machine learning-based identification of an immunotherapy-related signature to enhance outcomes and immunotherapy responses in melanoma.
PMID 39355255 · PMC11442245 · Frontiers in immunology · 2024 · 8 claims · 8 setups
66 consensus immunotherapy prognostic genes (CITPGs) were identified from the intersection of WGCNA modules, immunotherapy responder-vs-non-responder DEGs, and tumor-vs-normal DEGs
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Utah's Family High Risk Program: bridging the gap between genomics and public health.
PMID 15888235 · PMC1327718 · Preventing chronic disease · 2005 · 8 claims · 6 setups
Collection of family history through the Family High Risk Program (FHRP) is a cost-effective method for identifying and intervening with high-risk populations for chronic disease
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A hierarchical and modular approach to the discovery of robust associations in genome-wide association studies from pooled DNA samples.
PMID 18194558 · PMC2248205 · BMC genetics · 2008 · 8 claims · 5 setups
A hierarchical/modular approach integrating quality control, LD, physical distance, and gene ontology identifies authentic associations among those found by statistical tests in pooled DNA GWAS
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Has reproduction · 79
The relationship between PLOD1 expression level and glioma prognosis investigated using public databases.
PMID 34040895 · PMC8127981 · PeerJ · 2021 · 8 claims · 8 setups
PLOD1 mRNA expression is significantly higher in glioma tissue than in normal brain tissue
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Has reproduction · 90
Assessment of genotyping array performance for genome-wide association studies and imputation in African cattle.
PMID 36057548 · PMC9441065 · Genetics, selection, evolution : GSE · 2022 · 7 claims · 6 setups
Commercially available bovine arrays are ineffective at capturing variants segregating among African indicine animals, with only 6% of high-LD (r2>0.8) variants captured by the best arrays versus 17% in African taurine and 25% in European taurine.
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Has reproduction · 71
IL-6 trans-Signaling Regulates Neutrophilic Inflammation in Alcohol-Associated Hepatitis.
PMID 40562277 · PMC13168973 · The American journal of pathology · 2026 · 8 claims · 8 setups
Hepatic IL-6R expression progressively declines with increasing severity of alcohol-related liver disease, from normal to early ASH to nonsevere and severe AH
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Low frequency of E-cadherin alterations in familial breast cancer.
PMID 11305955 · PMC30704 · Breast cancer research : BCR · 2001 · 8 claims · 5 setups
No pathogenic germline E-cadherin mutations were found in 19 familial breast cancer patients whose tumours showed LOH at the E-cadherin locus
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Mutation of ERBB2 provides a novel alternative mechanism for the ubiquitous activation of RAS-MAPK in ovarian serous low malignant potential tumors.
PMID 19010816 · PMC6953412 · Molecular cancer research : MCR · 2008 · 8 claims · 8 setups
Activating RAS-MAPK pathway mutations are present in >70% of serous LMP tumors versus ~12.5% of serous ovarian carcinomas
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Systems genetics of alcoholism.
PMID 23584748 · PMC3860445 · Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism · 2008 · 8 claims · 8 setups
Alcoholism is a multifactorial disease driven by interacting genetic, social, and environmental factors, with genetics accounting for 50-60% of risk.
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Timing constraints of in vivo gag mutations during primary HIV-1 subtype C infection.
PMID 19890401 · PMC2768328 · PloS one · 2009 · 7 claims · 7 setups
Reverse mutations to the wild type (HIV-1C consensus) in Gag appear significantly earlier than escape mutations from the wild type during primary infection