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 · 73
treeclimbR pinpoints the data-dependent resolution of hierarchical hypotheses.
PMID 34001188 · PMC8127214 · Genome biology · 2021 · 7 claims · 7 setups
treeclimbR proposes multiple candidate resolutions on a hierarchical tree and selects the optimal one in a data-driven way to pinpoint signal branches/leaves of interest.
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Ontological Discovery Environment: a system for integrating gene-phenotype associations.
PMID 19733230 · PMC2783409 · Genomics · 2009 · 8 claims · 8 setups
ODE is a web-based system for storing, sharing, retrieving and analyzing phenotype-centered genomic data sets across species and experimental systems
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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
Metagenomic and Untargeted Metabolomic Analysis of the Effect of Sporisorium reilianum Polysaccharide on Improving Obesity.
PMID 37107373 · PMC10137368 · Foods (Basel, Switzerland) · 2023 · 6 claims · 6 setups
SRP intervention reduces obesity, serum lipid levels, hepatic lipid accumulation, and adipocyte hypertrophy in high-fat-diet rats, especially at high dose.
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Has reproduction · 72
Single-cell transcriptomics identifies Keap1-Nrf2 regulated collective invasion in a Drosophila tumor model.
PMID 36321803 · PMC9708074 · eLife · 2022 · 7 claims · 5 setups
Follicle cell-specific Lgl knockdown (Lgl-KD) causes loss of apical-basal polarity and invasive multilayering of the follicular epithelium without long-distance metastasis
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Has reproduction · 49
Interplay between Non-Coding RNA Transcription, Stringent/Relaxed Phenotype and Antibiotic Production in Streptomyces ambofaciens.
PMID 34438997 · PMC8388888 · Antibiotics (Basel, Switzerland) · 2021 · 8 claims · 5 setups
The S. ambofaciens ATCC 23877 transcriptome was redefined from RNAseq data into 5587 transcriptional units (4433 monocistronic, 1154 polycistronic) covering 90.8% of the linear chromosome
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Has reproduction · 55
Gene module regulation in dilated cardiomyopathy and the role of Na/K-ATPase.
PMID 35901050 · PMC9333241 · PloS one · 2022 · 5 claims · 8 setups
Several co-expressed gene modules are significantly associated with left ventricle ejection fraction (LVEF) and the DCM phenotype, enriched in fibrosis-related, small molecule transporting-related, and immune response-related pathways.
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Has reproduction · 80
Comprehensive analysis of transcriptomics and radiomics revealed the potential of TEDC2 as a diagnostic marker for lung adenocarcinoma.
PMID 39553728 · PMC11569783 · PeerJ · 2024 · 8 claims · 8 setups
WGCNA identified 214 key genes in the blue module most correlated with LUAD
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Has reproduction · 97
Identification of immune-related signatures and pathogenesis differences between thoracic aortic aneurysm patients with bicuspid versus tricuspid valves via weighted gene co-expression network analysis.
PMID 37883426 · PMC10602290 · PloS one · 2023 · 6 claims · 7 setups
TAA/TAV pathogenesis is more associated with immune-related gene expression than TAA/BAV, with two WGCNA gene modules (brown and blue) enriched for immune functions.
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Has reproduction · 74
An open RNA-Seq data analysis pipeline tutorial with an example of reprocessing data from a recent Zika virus study.
PMID 27583132 · PMC4972086 · F1000Research · 2016 · 6 claims · 6 setups
An open-source, reproducible RNA-seq pipeline delivered as an IPython notebook and Docker image can process raw RNA-seq data into interactive PCA/HC plots, enrichment results, and small-molecule predictions with minimal setup overhead
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Has reproduction · 52
Social complexity, life-history and lineage influence the molecular basis of castes in vespid wasps.
PMID 36828829 · PMC9958023 · Nature communications · 2023 · 8 claims · 7 setups
A shared genetic toolkit of caste-associated genes exists across vespid wasp species spanning different levels of social complexity
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Babelomics: advanced functional profiling of transcriptomics, proteomics and genomics experiments.
PMID 18515841 · PMC2447758 · Nucleic acids research · 2008 · 8 claims · 5 setups
Babelomics is a web suite offering both conventional functional enrichment methods and more advanced gene set analysis (GSA) methods, a combination offered by only one other tool (FuncAssociate) among competitors.
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Mesotrypsin promotes malignant growth of breast cancer cells through shedding of CD109.
PMID 20035377 · PMC2929293 · Breast cancer research and treatment · 2010 · 8 claims · 8 setups
Serine protease inhibitors (aprotinin, SBTI) cause morphological reversion of malignant T4-2 breast cancer cells in 3D culture, restoring acinar structure and basal polarity
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Has reproduction · 50
Transcriptome profiling of osteoclast subsets associated with arthritis: A pathogenic role of CCR2(hi) osteoclast progenitors.
PMID 36591261 · PMC9797520 · Frontiers in immunology · 2022 · 8 claims · 6 setups
CCR2hi and CCR2lo periarticular bone marrow OCP subsets show a disparate transcriptome (863 differentially expressed genes)
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Has reproduction · 57
Diapause vs. reproductive programs: transcriptional phenotypes in a keystone copepod.
PMID 33782539 · PMC8007741 · Communications biology · 2021 · 8 claims · 7 setups
t-SNE clustering of all-gene expression data groups field-collected (diapause program) samples into one cluster while early and late culture (reproductive program) samples separate into two distinct phenotypes
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Has reproduction · 54
EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics.
PMID 34805989 · PMC8598301 · NAR genomics and bioinformatics · 2021 · 8 claims · 5 setups
EpiDiverse Toolkit provides Nextflow-based pipelines for WGBS mapping, methylation calling, variant calling, differential methylation, and EWAS tailored to non-model plant ecology
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Has reproduction
Using random walks to identify cancer-associated modules in expression data.
PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups
Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.
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Genomic expression during human myelopoiesis.
PMID 17683550 · PMC2045681 · BMC genomics · 2007 · 8 claims · 5 setups
An integrated myelopoiesis expression dataset of 9,425 genes, each mapped to a unique genomic position, was generated from 24 microarray experiments across 8 myeloid cell types.
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New strategies in drug discovery.
PMID 16671397 · PMC7120019 · Methods in molecular biology (Clifton, N.J.) · 2006 · 8 claims · 8 setups
A new integrated drug discovery paradigm has emerged combining clinical, genetic, genomic, and molecular phenotype data with cheminformatics, managed via informatics
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Has reproduction · 80
Ancient variation of the AvrPm17 gene in powdery mildew limits the effectiveness of the introgressed rye Pm17 resistance gene in wheat.
PMID 35857869 · PMC9335242 · Proceedings of the National Academy of Sciences of the United States of America · 2022 · 6 claims · 8 setups
AvrPm17 is encoded by a paralogous, tandemly duplicated effector gene pair located in a pericentromeric, mildew sublineage-specific effector cluster (family E003) showing signs of recurring gene conversion.