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 · 93
DNA binding analysis of rare variants in homeodomains reveals homeodomain specificity-determining residues.
PMID 38600112 · PMC11006913 · Nature communications · 2024 · 8 claims · 5 setups
Many of the 92 assayed HD missense variants alter DNA binding affinity and/or specificity compared to their corresponding reference alleles
-
Has reproduction · 59
Integrative network modeling reveals mechanisms underlying T cell exhaustion.
PMID 32024856 · PMC7002445 · Scientific reports · 2020 · 8 claims · 7 setups
TCE arises from changes in diverse gene regulatory interactions across a shared network rather than dysregulation of a single gene
-
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 · 93
Epistemic uncertainty challenges aging clock reliability in predicting rejuvenation effects.
PMID 39072888 · PMC11561706 · Aging cell · 2024 · 8 claims · 8 setups
DNA methylation profiles observed across cellular reprogramming are poorly represented in the training data of existing aging clocks, introducing high out-of-distribution/epistemic uncertainty in their age estimates
-
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 · 62
Predicting Bone Metastasis Using Gene Expression-Based Machine Learning Models.
PMID 34858485 · PMC8631472 · Frontiers in genetics · 2021 · 8 claims · 5 setups
A DNN model built on 34 top-ranked hub genes achieves the highest prediction accuracy (AUC 92.11%) for distinguishing primary from bone-metastasized tumors
-
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
Genomic prediction based on selective linkage disequilibrium pruning of low-coverage whole-genome sequence variants in a pure Duroc population.
PMID 37853325 · PMC10583454 · Genetics, selection, evolution : GSE · 2023 · 5 claims · 6 setups
SLDP selects a subset of WGS variants using GWAS prior information (P-value threshold) combined with LD pruning (r2) to improve genomic prediction accuracy.
-
Has reproduction · 63
Creation of a Single Cell RNASeq Meta-Atlas to Define Human Liver Immune Homeostasis.
PMID 34335581 · PMC8322955 · Frontiers in immunology · 2021 · 7 claims · 8 setups
Three independently generated human liver CD45+ scRNA-seq datasets (LACEe, Lnb, LCD45e) can be co-clustered and integrated despite differing sequencing platforms and processing protocols.
-
Has reproduction · 84
TransOrGAN: An Artificial Intelligence Mapping of Rat Transcriptomic Profiles between Organs, Ages, and Sexes.
PMID 37200521 · PMC10433534 · Chemical research in toxicology · 2023 · 8 claims · 5 setups
TransOrGAN can infer transcriptomic profiles between any 2 of 9 rat organs with an average cosine similarity of 0.984 versus real profiles
-
Has reproduction · 84
AI-assisted discovery of an ethnicity-influenced driver of cell transformation in esophageal and gastroesophageal junction adenocarcinomas.
PMID 36134663 · PMC9675486 · JCI insight · 2022 · 8 claims · 8 setups
An AI-guided Boolean network approach (BoNE) models transcriptomic continuum states of normal esophagus, BE, and EAC to derive classifier gene signatures
-
Has reproduction
Identification of a novel 10 immune-related genes signature as a prognostic biomarker panel for gastric cancer.
PMID 34382341 · PMC8446556 · Cancer medicine · 2021 · 8 claims · 8 setups
A 10-IRG prognostic signature (BMPR1B, GHR, IL11RA, INHBB, NPR3, OBP2A, PTN, R3HDML, TAC1, TPM2) predicts overall survival in gastric cancer.
-
Has reproduction · 83
Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer.
PMID 40472802 · PMC12171563 · EBioMedicine · 2025 · 6 claims · 7 setups
AI-derived radiological clustering identifies stage II CRC patients with significantly different survival benefit from adjuvant chemotherapy
-
Has reproduction · 71
A crowdsourced set of curated structural variants for the human genome.
PMID 32559231 · PMC7329145 · PLoS computational biology · 2020 · 8 claims · 8 setups
1235 manually curated SVs were produced that can be used to evaluate SV callers or train machine learning models
-
Has reproduction · 62
Metabolic profiling during malaria reveals the role of the aryl hydrocarbon receptor in regulating kidney injury.
PMID 33021470 · PMC7538157 · eLife · 2020 · 8 claims · 8 setups
Plasma AHR ligands derived from heme metabolism (biliverdin, bilirubin) and tryptophan/kynurenine pathway metabolites increase during acute Pc malaria in mice and acute cerebral malaria in humans
-
Has reproduction · 67
Unraveling the timeline of gene expression: A pseudotemporal trajectory analysis of single-cell RNA sequencing data.
PMID 37994351 · PMC10663991 · F1000Research · 2023 · 8 claims · 6 setups
A comprehensive open-source R workflow combining trajectory inference (monocle3) and pseudo-bulk time course analysis (edgeR) can be applied to multi-sample scRNA-seq data of the mouse mammary gland.
-
Has reproduction · 68
Cell-type annotation with accurate unseen cell-type identification using multiple references.
PMID 37379341 · PMC10335708 · PLoS computational biology · 2023 · 8 claims · 4 setups
mtANN integrates multiple reference datasets and eight gene selection methods via ensemble learning (multiple deep classification models + majority voting) to improve cell-type annotation accuracy
-
Has reproduction · 90
Systematic Assessment of Small RNA Profiling in Human Extracellular Vesicles.
PMID 37444556 · PMC10340377 · Cancers · 2023 · 8 claims · 6 setups
EV extraction methods vary in reproducibility for isolating small RNAs, with effects on small RNA composition
-
Has reproduction · 76
Estimation of peptide elongation times from ribosome profiling spectra.
PMID 33885812 · PMC8136808 · Nucleic acids research · 2021 · 7 claims · 4 setups
A maximum likelihood statistical model using 915 context-defining parameters can neutralize technical biases (e.g. RNase cleavage preferences) in Ribo-Seq data and estimate peptide elongation times at single-codon resolution.
-
Has reproduction · 100
Smart spatial omics (S2-omics) optimizes region of interest selection to capture molecular heterogeneity in diverse tissues.
PMID 41298871 · PMC12662399 · Nature cell biology · 2025 · 7 claims · 6 setups
S2-omics is an end-to-end workflow that automatically selects ROIs from H&E histology images to maximize molecular information content for spatial omics profiling.