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).

• GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning.

  PMID 34461978 · PMC8407037 · Genome medicine · 2021 · 8 claims · 6 setups

  Has reproduction · 78

  GenTB is a free, open, web-based application offering two ML predictors (Random Forest and WDNN) that predict resistance to 13 and 10 anti-TB drugs, respectively.

  clinical tuberculosis registered whole-genome targeted retraining

• Prediction of Antimicrobial Resistance in Gram-Negative Bacteria From Whole-Genome Sequencing Data.

  PMID 32528441 · PMC7262952 · Frontiers in microbiology · 2020 · 8 claims · 5 setups

  Has reproduction · 100

  WGS-derived antibiotic resistance gene (ARG) coverage can be used to predict antimicrobial resistance in Gram-negative bacteria via machine learning

  gram-negative in-house args curated shotgun genome phenotypic

• Estimation of genetic parameters and genome-wide association study for carcass traits in native chickens.

  PMID 40211845 · PMC12229932 · Animal bioscience · 2025 · 8 claims · 7 setups

  Has reproduction · 71

  Carcass traits (SW, EW, ThW, and their percentages except SP) show moderate to high heritability (0.20-0.50), while SP has low heritability (0.08)

  sanhuang breast whole-genome genome-wide heritability

• 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

• 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

• Prediction of Antibiotic Susceptibility Profiles of Vibrio cholerae Isolates From Whole Genome Illumina and Nanopore Sequencing Data: CholerAegon.

  PMID 35814690 · PMC9257098 · Frontiers in microbiology · 2022 · 6 claims · 6 setups

  Has reproduction · 86

  CholerAegon, a Nextflow-based pipeline, predicts AMR profiles of V. cholerae from assembled genomes using CARD ontology

  vibrio assembled genome hybrid amr

• Genomic approaches used to investigate an atypical outbreak of Salmonella Adjame.

  PMID 30648934 · PMC6412060 · Microbial genomics · 2019 · 8 claims · 7 setups

  Has reproduction · 100

  WGS typing of the S. Adjame outbreak showed marked sub-clustering and genetic heterogeneity atypical of a point-source Salmonella outbreak

  adjame first outbreak food genome snp-based core

• Whole-genome analysis of a multidrug-resistant Klebsiella michiganensis environmental isolate from an orthopedic ward in Mwanza, Tanzania reveals IncF-family plasmid replicon signatures associated with resistance determinants.

  PMID 41957580 · PMC13173886 · BMC genomics · 2026 · 8 claims · 8 setups

  Has reproduction · 82

  An isolate phenotypically identified as K. oxytoca was reclassified by genome-based taxonomy (GTDB-Tk, ANI, BLAST) as Klebsiella michiganensis

  michiganensis a55848 african assembled whole-genome novo genome-based

• Genomic insights into the diversity, virulence, and antimicrobial resistance of group B Streptococcus clinical isolates from Saudi Arabia.

  PMID 38711928 · PMC11070470 · Frontiers in cellular and infection microbiology · 2024 · 8 claims · 8 setups

  Has reproduction · 69

  Sequenced GBS isolates from Saudi Arabia show high genetic diversity, with 28 sequence types and nine distinct serotypes including uncommon serotypes VII and VIII

  gbs whole-genome multilocus capsular

• Cost-effectively dissecting the genetic architecture of complex wool traits in rabbits by low-coverage sequencing.

  PMID 36401180 · PMC9673297 · Genetics, selection, evolution : GSE · 2022 · 8 claims · 8 setups

  Has reproduction · 50

  BaseVar + STITCH at 1.0X sequencing depth with a sample size >300 achieves the highest genotyping accuracy among tested imputation strategies (genotype concordance >98.8%, genotype accuracy >0.97).

  angora domesticated candidate low-coverage multivariate principal

• Genome sequence, comparative analysis, and population genetics of the domestic horse.

  PMID 19892987 · PMC3785132 · Science (New York, N.Y.) · 2009 · 8 claims · 7 setups

  Full-text index only

  Produced a high-quality draft genome assembly of the domestic horse (EquCab2.0)

  single horse eight twelve genome fish chip-on-chip

• Spontaneous mutations in hlyD and tuf genes result in resistance of Dickeya solani IPO 2222 to phage ϕD5 but cause decreased bacterial fitness and virulence in planta.

  PMID 37160956 · PMC10169776 · Scientific reports · 2023 · 7 claims · 8 setups

  Full-text index only

  Spontaneous ΦD5-resistant D. solani mutants DsR34 and DsR207 show significantly reduced virulence and colonization ability in planta compared to wild-type

  potato solani planta maceration genome

• Impact of genomics on animal agriculture and opportunities for animal health.

  PMID 18022262 · PMC7114270 · Trends in biotechnology · 2008 · 8 claims · 7 setups

  Full-text index only

  Genomics tools (single-gene tests, SNP chips, genomic selection) will speed genetic improvement of livestock production traits

  cattle chicken pig snp whole-genome transgenic

• The 21st century hepatologist and a systems biology based approach to liver diseases.

  PMID 19026013 · PMC2712824 · Hepatology (Baltimore, Md.) · 2008 · 7 claims · 3 setups

  Full-text index only

  Network models covering the majority of an organism's genes can accurately predict phenotypic effects of gene perturbations in multicellular organisms

  caenorhabditis cohorts computational genome-wide whole-genome

• Proteomic view of mitochondrial function.

  PMID 18331620 · PMC2374722 · Genome biology · 2008 · 8 claims · 8 setups

  Full-text index only

  Most modulators of basal mitochondrial function identified in the Drosophila RNAi screen are located outside the mitochondrion, since only 17 of 152 hits had a clear mitochondrial function.

  drosophila saccharomyces caenorhabditis yeast genome-wide phenotypic morphology

• Oxidative stress protection and growth promotion activity of Pseudomonas mercuritolerans sp. nov., in forage plants under mercury abiotic stress conditions.

  PMID 36560952 · PMC9763275 · Frontiers in microbiology · 2022 · 8 claims · 8 setups

  Has reproduction · 54

  Inoculation with SAICEUPSM^T significantly reduces the oxidative stress enzymatic response (CAT, APX, SOD, GR) in Lupinus albus grown under mercury stress

  lupinus saiceupsm^t greenhouse enzymatic mercury