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

• The role of medical structural genomics in discovering new drugs for infectious diseases.

  PMID 19855826 · PMC2756625 · PLoS computational biology · 2009 · 8 claims · 6 setups

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  Structure-based drug design using X-ray/NMR protein structures has contributed to the development of numerous approved and improved therapeutics.

  bacteria plasmodium candidate burkholderia high-throughput animal compound-target

• Prediction and assessment of splicing alterations: implications for clinical testing.

  PMID 18951448 · PMC2832470 · Human mutation · 2008 · 8 claims · 5 setups

  Full-text index only

  Bioinformatic prediction alone is insufficient; in vitro analysis is needed to confirm or establish splicing aberrations for clinical variant classification

  brca1 lymphocytes mammalian large bioinformatic cycloheximide mini-gene

• Disease-causing mutations in the CLRN1 gene alter normal CLRN1 protein trafficking to the plasma membrane.

  PMID 19753315 · PMC2742642 · Molecular vision · 2009 · 8 claims · 5 setups

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  Wild-type HA-tagged CLRN1 is correctly trafficked to the plasma membrane in transfected BHK-21 cells

  bhk-21 genomic ush confocal western cycloheximide

• Prognostic biomarker discovery in pancreatic cancer through hybrid ensemble feature selection and multi-omics data.

  PMID 41957754 · PMC13188360 · BioData mining · 2026 · 7 claims · 3 setups

  Has reproduction · 92

  The hEFS framework integrates data subsampling with multiple prognostic models (embedded and wrapper-based), aggregates feature rankings via a voting-theory-inspired approach, and selects the optimal feature subset via Pareto front optimization, eliminating user-defined thresholds.

  pancreatic pdac multi-omics gene monte

• Peroxisomal proliferator activated receptor-gamma deficiency in a Canadian kindred with familial partial lipodystrophy type 3 (FPLD3).

  PMID 16412238 · PMC1368963 · BMC medical genetics · 2006 · 8 claims · 6 setups

  Full-text index only

  A novel PPARG nonsense mutation, Y355X, was identified in a mother and daughter with FPLD3-consistent phenotypes and was absent from unaffected relatives and 260 healthy controls

  subjects nih3t3 subject healthy sequencing luciferase western

• Fatty acid synthesis suppresses dietary polyunsaturated fatty acid use.

  PMID 38167725 · PMC10762034 · Nature communications · 2024 · 7 claims · 8 setups

  Has reproduction · 94

  FASN activity critically determines the use/incorporation of dietary PUFA into complex lipids in mice and humans

  index nash patient-derived hek293t lipidomics 14c-acetate cycloheximide

• Short tandem repeat sequences in the Mycoplasma genitalium genome and their use in a multilocus genotyping system.

  PMID 18664269 · PMC2515158 · BMC microbiology · 2008 · 8 claims · 7 setups

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  18 STR loci (1-5 base repeat units, copy number 4-26) were identified in the M. genitalium G37 genome via bioinformatics analysis.

  genitalium clinical selected 246-bp bioinformatics pcr plasmid