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).

• treeclimbR pinpoints the data-dependent resolution of hierarchical hypotheses.

  PMID 34001188 · PMC8127214 · Genome biology · 2021 · 7 claims · 6 setups

  Has reproduction · 73

  treeclimbR proposes multiple candidate resolutions on a tree and selects the optimal one in a data-driven manner using three criteria (FDR-controlling range of t, number of rejected leaves, fewest internal nodes)

  synthetic semi-simulated microbiome mirna differential microbiome microrna

• Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.

  PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups

  Has reproduction · 80

  Combining WGCNA hub genes and VAE 10-dimensional representation as features for an SVM classifier achieves high accuracy in predicting CRC

  colorectal same combined meturquoise microarray differential batch

• Identification of TYR, TYRP1, DCT and LARP7 as related biomarkers and immune infiltration characteristics of vitiligo via comprehensive strategies.

  PMID 34107850 · PMC8806433 · Bioengineered · 2021 · 7 claims · 8 setups

  Has reproduction · 55

  131 robust DEGs (89 upregulated, 42 downregulated) were identified by RRA integration of three vitiligo datasets and are closely associated with melanogenesis and vitiligo development

  lesional merged robust verification gene robust weighted

• Transcriptomic and functional analyses of the piRNA pathway in the Chagas disease vector Rhodnius prolixus.

  PMID 30303955 · PMC6179187 · PLoS neglected tropical diseases · 2018 · 7 claims · 6 setups

  Has reproduction · 94

  Core piRNA pathway components are expressed during previtellogenic stages of Rhodnius oogenesis

  rhodnius piwi sequencing rt-pcr parental

• Genome scans of facial features in East Africans and cross-population comparisons reveal novel associations.

  PMID 34411106 · PMC8375984 · PLoS genetics · 2021 · 8 claims · 5 setups

  Has reproduction

  Genome scans of 3D facial shape phenotypes in Tanzanian children identified 20 loci significant at p < 2.5 × 10^-8

  tanzanian european cranial gtex gwas cross-population chip-seq-based

• An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.

  PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference

  osteoarthritic articular chondrocyte microarray computational high-throughput

• Mod(mdg4) variants repress telomeric retrotransposon HeT-A by blocking subtelomeric enhancers.

  PMID 36373634 · PMC9723646 · Nucleic acids research · 2022 · 8 claims · 8 setups

  Has reproduction · 68

  Specific splice variants of Mod(mdg4) repress HeT-A by blocking subtelomeric enhancers in ovarian somatic cells (OSCs)

  drosophila ovarian osc melanogaster chip-seq sirna western

• A newly identified glycosyltransferase AsRCOM provides resistance to purple curl leaf disease in agave.

  PMID 37936069 · PMC10629022 · BMC genomics · 2023 · 8 claims · 4 setups

  Has reproduction

  Hypersensitive response (HR) accompanied by systemic acquired resistance is the primary contributor to resistance against purple curl leaf disease in agave

  agave bulk wgcna qpcr

• GeneSetCart: assembling, augmenting, combining, visualizing, and analyzing gene sets.

  PMID 40208796 · PMC11984350 · GigaScience · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  GeneSetCart is a web-based platform that lets users assemble, augment, combine, visualize, and analyze gene sets from multiple sources in one place

  user-assembled archs4 generif-derived aggregated gene gene-gene literature

• A curated collection of transcriptome datasets to investigate the molecular mechanisms of immunoglobulin E-mediated atopic diseases.

  PMID 31290545 · PMC6616200 · Database : the journal of biological databases and curation · 2019 · 7 claims · 8 setups

  Has reproduction · 62

  A curated collection of 33 GEO transcriptome datasets (1860 profiles) relevant to IgE-mediated atopic disease was assembled and made available on the Gene Expression Browser (GXB) platform

  pbmc bronchial nasal skin gene rna-seq

• 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

  Has reproduction · 50

  CCR2hi and CCR2lo periarticular bone marrow OCP subsets show a disparate transcriptome (863 differentially expressed genes)

  sorted rna-seq periarticular bulk gene flow

• 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

  Has reproduction · 49

  ENTPD1, SERPINA1, and TACSTD2 are potential transcriptomic biomarkers for PTC

  ptc degs key bulk kegg weighted

• Enhanced microRNA accumulation and gene silencing efficiency through optimized precursor base pairing.

  PMID 41505763 · PMC12782649 · The Plant journal : for cell and molecular biology · 2026 · 8 claims · 7 setups

  Has reproduction · 87

  Introducing a G-C base pair immediately upstream of the mature amiRNA (position 18, A18G) at the DCL1 first cleavage site significantly enhances amiRNA accumulation and silencing efficiency

  nicotiana arabidopsis srna quantitative chlorophyll

• Genetic introgression from commercial European pigs to the indigenous Chinese Lijiang breed and associated changes in phenotypes.

  PMID 38566006 · PMC10985947 · Genetics, selection, evolution : GSE · 2024 · 7 claims · 7 setups

  Has reproduction · 64

  Significant genetic introgression from commercial European pigs (EP) into the Lijiang pig (LJP) and other domestic Chinese pig breeds was detected.

  unrelated chinese ljp individuals whole-genome d-statistic local

• Diapause vs. reproductive programs: transcriptional phenotypes in a keystone copepod.

  PMID 33782539 · PMC8007741 · Communications biology · 2021 · 8 claims · 7 setups

  Has reproduction · 57

  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

  calanus same 11k degs bulk dimensionality differential

• 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

  Has reproduction · 54

  EpiDiverse Toolkit provides Nextflow-based pipelines for WGBS mapping, methylation calling, variant calling, differential methylation, and EWAS tailored to non-model plant ecology

  populus nigra genome variant clustering

• The COMBAT-TB Workbench: Making Powerful Mycobacterium tuberculosis Bioinformatics Accessible.

  PMID 35138128 · PMC8827006 · mSphere · 2022 · 8 claims · 5 setups

  Has reproduction · 90

  The COMBAT-TB Workbench combines the IRIDA web platform and the Galaxy workflow platform into a single easy-to-install, Docker-based application

  tuberculosis outlier whole-genome maximum-likelihood read

• Lineage-specific, fast-evolving GATA-like gene regulates zygotic gene activation to promote endoderm specification and pattern formation in the Theridiidae spider.

  PMID 36203191 · PMC9535882 · BMC biology · 2022 · 8 claims · 8 setups

  Has reproduction · 65

  Comparative RNA-seq of cells isolated from central, intermediate, and peripheral regions of stage-3 embryos identifies genes with locally restricted expression genome-wide

  tepidariorum drosophila rna-seq whole-mount parental

• Genetic architecture of natural variation of cardiac performance from flies to humans.

  PMID 36383075 · PMC9668334 · eLife · 2022 · 8 claims · 7 setups

  Has reproduction · 74

  Natural genetic variation significantly influences cardiac performance traits (rhythmicity and contractility) across 167 DGRP lines

  drosophila dgrp gene induced high-speed genome-wide epistasis

• Missense variants in human forkhead transcription factors reveal determinants of forkhead DNA bispecificity.

  PMID 41124077 · PMC12795473 · Cell reports · 2025 · 6 claims · 5 setups

  Has reproduction · 92

  Non-DNA-contacting residues, especially in the loop between helices 2 and 3 and in wing 2, control mono- vs. bispecificity of FH domains for the FKH and FHL motifs

  reference chimeric foxn3 foxk1 universal pbm chip-seq