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 · 96
Mammary cell gene expression atlas links epithelial cell remodeling events to breast carcinogenesis.
PMID 34079055 · PMC8172904 · Communications biology · 2021 · 8 claims · 8 setups
An integrated 50K mouse and 24K human mammary epithelial cell atlas (scRNA-seq) captures mammary epithelium reorganization across most lifetime stages.
-
Has reproduction · 67
Trem2 promotes anti-inflammatory responses in microglia and is suppressed under pro-inflammatory conditions.
PMID 32959884 · PMC7689298 · Human molecular genetics · 2020 · 8 claims · 8 setups
Trem2 promotes/drives the IL-4-induced anti-inflammatory gene expression program (e.g. Arg1, Ap1b1) in microglia, and reduced Trem2 attenuates this response.
-
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 · 66
STAT3-dependent analysis reveals PDK4 as independent predictor of recurrence in prostate cancer.
PMID 32323921 · PMC7178451 · Molecular systems biology · 2020 · 6 claims · 4 setups
Low STAT3 expression in primary prostate cancer is associated with up-regulated OXPHOS and ribosomal biosynthesis at the transcriptomic level.
-
Has reproduction · 61
Omics Playground: a comprehensive self-service platform for visualization, analytics and exploration of Big Omics Data.
PMID 33575569 · PMC7671354 · NAR genomics and bioinformatics · 2020 · 8 claims · 5 setups
Omics Playground is a user-friendly, interactive self-service bioinformatics platform for in-depth analysis, visualization and interpretation of transcriptomics and proteomics data without coding
-
Has reproduction · 80
Curation of over 10 000 transcriptomic studies to enable data reuse.
PMID 33599246 · PMC7904053 · Database : the journal of biological databases and curation · 2021 · 8 claims · 6 setups
Gemma is a curated database and bioinformatics system that addresses metadata, probe annotation, and expression data inconsistencies in GEO to enable transcriptomic data reuse
-
Has reproduction · 75
Stage-stratified molecular profiling of non-muscle-invasive bladder cancer enhances biological, clinical, and therapeutic insight.
PMID 35028613 · PMC8714941 · Cell reports. Medicine · 2021 · 8 claims · 5 setups
Stage-stratified molecular subclassification of Ta and T1 tumors provides greater biological understanding and more clinically meaningful information than subtypes derived from all NMIBCs combined.
-
Has reproduction · 85
Reactivation of a developmentally silenced embryonic globin gene.
PMID 34290235 · PMC8295333 · Nature communications · 2021 · 8 claims · 8 setups
In embryonic (primitive) erythroid cells, the ζ-gene lies within a ~65 kb sub-TAD of open, acetylated chromatin and physically interacts with the α-globin super-enhancer.
-
Has reproduction · 80
Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.
PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups
Combining WGCNA-derived hub genes with a VAE-derived 10-dimensional representation as features for an SVM classifier achieves high accuracy (0.9692) and AUC (0.9981) for colorectal cancer prediction.
-
Has reproduction
All of gene expression (AOE): An integrated index for public gene expression databases.
PMID 31978081 · PMC6980531 · PloS one · 2020 · 8 claims · 5 setups
AOE integrates publicly available gene expression data from GEO, ArrayExpress, and GEA into a single searchable index.
-
Has reproduction · 55
Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.
PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups
352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples
-
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 · 7 claims · 6 setups
Gestational PM2.5 exposure is associated with sex-specific gene expression changes in newborn cord blood, with major differences between boys and girls.
-
Has reproduction · 37
A Bayesian approach to accurate and robust signature detection on LINCS L1000 data.
PMID 32003771 · PMC7203754 · Bioinformatics (Oxford, England) · 2020 · 6 claims · 4 setups
A novel Bayesian-based peak deconvolution algorithm gives unbiased likelihood estimations for peak locations and characterizes peaks with probability-based z-scores.
-
Has reproduction · 75
Identification and analysis of genes associated with epithelial ovarian cancer by integrated bioinformatics methods.
PMID 34143800 · PMC8213194 · PloS one · 2021 · 7 claims · 6 setups
306 overlapping DEGs (265 up-regulated, 41 down-regulated) were identified across three independent GEO datasets in EOC vs normal ovarian tissue.
-
Has reproduction · 84
Tbx5 drives Aldh1a2 expression to regulate a RA-Hedgehog-Wnt gene regulatory network coordinating cardiopulmonary development.
PMID 34643182 · PMC8555986 · eLife · 2021 · 8 claims · 8 setups
Tbx5 directly maintains Aldh1a2 expression in the foregut lateral plate mesoderm/pSHF via an evolutionarily conserved intronic enhancer.
-
Has reproduction · 70
The manganese transporter SLC39A8 links alkaline ceramidase 1 to inflammatory bowel disease.
PMID 38839750 · PMC11153611 · Nature communications · 2024 · 8 claims · 8 setups
Intestinal epithelial cell-specific deletion of Slc39a8 causes systemic manganese (Mn) deficiency in blood and multiple organs.
-
Has reproduction · 78
Meta-analysis of gene expression profiles of lean and obese PCOS to identify differentially regulated pathways and risk of comorbidities.
PMID 32695266 · PMC7352056 · Computational and structural biotechnology journal · 2020 · 8 claims · 8 setups
The majority of differentially expressed genes in PCOS are downregulated regardless of tissue type and phenotype
-
Has reproduction · 48
Indoleamine 2, 3-Dioxygenase 1 and CD8 Expression Profiling Revealed an Immunological Subtype of Colon Cancer With a Poor Prognosis.
PMID 33425745 · PMC7793995 · Frontiers in oncology · 2020 · 7 claims · 6 setups
The CD8A-high/IDO1-high colon cancer subtype (group IV*) has the worst survival despite high CD8 infiltrates.
-
Has reproduction · 83
De novo identification of CD4(+) T cell epitopes.
PMID 38658646 · PMC11093748 · Nature methods · 2024 · 7 claims · 8 setups
SABR-IIs (chimeric receptors linking a covalently attached peptide-MHC-II to CD28-CD3ζ signaling domains) present epitopes to CD4+ T cells and induce a readable NFAT-GFP/CD69 signal upon cognate TCR recognition
-
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.