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).
-
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
-
Has reproduction · 86
Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.
PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 7 claims · 4 setups
TNBC can be divided into four gene-expression-defined subtypes: BLIA, BLIS, MES, and LAR
-
Has reproduction · 84
DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.
PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 8 claims · 7 setups
DeepProg is a novel ensemble framework of deep-learning and machine-learning approaches that robustly predicts patient survival subtypes using multi-omics data
-
Has reproduction · 73
GREIN: An Interactive Web Platform for Re-analyzing GEO RNA-seq Data.
PMID 31110304 · PMC6527554 · Scientific reports · 2019 · 8 claims · 7 setups
GREIN is a web application providing user-friendly interfaces to manipulate, visualize, and analyze GEO RNA-seq data.
-
Has reproduction · 68
Coding and non-coding roles of MOCCI (C15ORF48) coordinate to regulate host inflammation and immunity.
PMID 33837217 · PMC8035321 · Nature communications · 2021 · 8 claims · 8 setups
MOCCI (encoded by C15ORF48) is a mito-SEP upregulated during inflammation and infection that promotes host-protective resolution
-
Has reproduction · 100
Differentially expressed genes reflect disease-induced rather than disease-causing changes in the transcriptome.
PMID 34561431 · PMC8463674 · Nature communications · 2021 · 8 claims · 7 setups
revTWMR, a reverse transcriptome-wide Mendelian Randomization approach integrating GWAS and whole-blood trans-eQTL summary statistics, is proposed to estimate the causal effect of a phenotype on gene expression.
-
Has reproduction · 88
From bud formation to flowering: transcriptomic state defines the cherry developmental phases of sweet cherry bud dormancy.
PMID 31830909 · PMC6909552 · BMC genomics · 2019 · 7 claims · 7 setups
Flower bud developmental stages (organogenesis, paradormancy, endodormancy, dormancy release, ecodormancy) are defined by distinct, stage-specific gene expression programs
-
Has reproduction · 70
Bulk and single-cell characterisation of the immune heterogeneity of atherosclerosis identifies novel targets for immunotherapy.
PMID 36855107 · PMC9974063 · BMC biology · 2023 · 8 claims · 8 setups
Integration of scRNA-seq datasets from human atherosclerosis samples identifies 28 distinct immune cell subpopulations with heterogeneity in tissue preference, genetics, function, immune dynamics, transcriptional regulators, metabolism, and cell communication.
-
Has reproduction · 78
Disrupted PGR-B and ESR1 signaling underlies defective decidualization linked to severe preeclampsia.
PMID 34709177 · PMC8553341 · eLife · 2021 · 8 claims · 6 setups
A 120-gene transcriptomic fingerprint encoding defective decidualization is present in decidua of women who developed sPE in a prior pregnancy
-
Has reproduction · 79
Epigenetic loss of heterogeneity from low to high grade localized prostate tumours.
PMID 34911933 · PMC8674326 · Nature communications · 2021 · 8 claims · 7 setups
Low-grade (Gleason pattern 3) prostate cancer cells share chromatin accessibility features that are lost in high-grade (Gleason pattern 4) tumours
-
Has reproduction · 71
Newborn sex-specific transcriptome signatures and gestational exposure to fine particles: findings from the ENVIRONAGE birth cohort.
PMID 28583124 · PMC5458481 · Environmental health : a global access science source · 2017 · 8 claims · 6 setups
Gestational PM2.5 exposure is associated with sex-specific transcriptome signatures in cord blood, with a significant sex-by-exposure interaction for many genes.
-
Has reproduction · 78
Evaluating Distribution and Prognostic Value of New Tumor-Infiltrating Lymphocytes in HCC Based on a scRNA-Seq Study With CIBERSORTx.
PMID 33043022 · PMC7527443 · Frontiers in medicine · 2020 · 6 claims · 8 setups
CIBERSORTx can combine scRNA-seq-derived signature matrices with bulk RNA-seq data to estimate proportions of 11 TIL subsets in HCC tumor and normal tissue
-
Has reproduction · 75
Identification and analysis of genes associated with epithelial ovarian cancer by integrated bioinformatics methods.
PMID 34143800 · PMC8213194 · PloS one · 2021 · 8 claims · 7 setups
306 overlapping DEGs (265 up-regulated, 41 down-regulated) were identified from three independent GEO microarray datasets comparing EOC and adjacent normal ovarian tissue
-
Has reproduction · 81
CCL8 as a promising prognostic factor in diffuse large B-cell lymphoma via M2 macrophage interactions: A bioinformatic analysis of the tumor microenvironment.
PMID 36072582 · PMC9441746 · Frontiers in immunology · 2022 · 8 claims · 8 setups
Higher stromal and ESTIMATE scores are associated with favorable prognosis in DLBCL
-
Has reproduction · 75
Systems Analysis Reveals Ageing-Related Perturbations in Retinoids and Sex Hormones in Alzheimer's and Parkinson's Diseases.
PMID 34680427 · PMC8533098 · Biomedicines · 2021 · 8 claims · 7 setups
AD and PD patients can be stratified by transcriptomic clustering into three subclasses with distinct gene expression and metabolic profiles
-
Has reproduction · 57
A ChIP-exo screen of 887 Protein Capture Reagents Program transcription factor antibodies in human cells.
PMID 34426512 · PMC8415381 · Genome research · 2021 · 8 claims · 8 setups
About 5% of tested PCRP antibodies showed high-confidence cognate-target enrichment in at least one assay and are strong candidates for further validation.
-
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.
-
Has reproduction · 45
NUSAP1 Could be a Potential Target for Preventing NAFLD Progression to Liver Cancer.
PMID 35431924 · PMC9010788 · Frontiers in pharmacology · 2022 · 7 claims · 8 setups
NUSAP1 is a hub gene linking NAFLD fibrosis progression and NAFLD-associated HCC
-
Has reproduction · 100
Gene signature discovery and systematic validation across diverse clinical cohorts for TB prognosis and response to treatment.
PMID 37471455 · PMC10393163 · PLoS computational biology · 2023 · 8 claims · 7 setups
A network-based meta-analysis of 27 discovery cohorts identified a common 45-gene signature specific to active TB disease across studies.
-
Has reproduction · 20
Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation.
PMID 37666859 · PMC10477296 · Scientific reports · 2023 · 8 claims · 8 setups
AM and RPR (Huangqi-Chishao decoction) alleviate bleomycin-induced pathological lung fibrotic damage in rats