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).

• Ethnically diverse causes of Walker-Warburg syndrome (WWS): FCMD mutations are a more common cause of WWS outside of the Middle East.

  PMID 18752264 · PMC2577713 · Human mutation · 2008 · 8 claims · 4 setups

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  40% (16/40) of WWS families in this diverse cohort received a molecular diagnosis with mutations in POMT1, POMT2, FKRP or FCMD

  genomic pomt2 population genome-wide pcr multiplex

• Genomic insight into the influence of selection, crossbreeding, and geography on population structure in poultry.

  PMID 36670351 · PMC9854048 · Genetics, selection, evolution : GSE · 2023 · 6 claims · 8 setups

  Has reproduction · 100

  Dutch traditional chicken breeds show a complex and admixed subdivided population structure that partly matches historical management-based clustering (past-productive, ornamental, country fowl, Lakenvelder).

  chickens dutch individuals phased whole-genome principal neighbor-joining

• Speeding disease gene discovery by sequence based candidate prioritization.

  PMID 15766383 · PMC1274252 · BMC bioinformatics · 2005 · 7 claims · 8 setups

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  Disease genes (OMIM) differ significantly from non-disease genes in sequence-based features including gene/cDNA/protein size, exon number, homolog conservation, secretion signal, 3' UTR length, CpG islands, and distance to nearest gene.

  ensembl training same hgmd comparative machine tenfold

• Sequential sequencing reveals the architecture and complexity of genomic variants in patients with Alport syndrome.

  PMID 41872207 · PMC13171879 · Nature communications · 2026 · 8 claims · 7 setups

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  A sequential sequencing strategy (WES→WGS→RNA-seq→NLR-seq) identifies COL4A3/COL4A4/COL4A5 variants in 509/555 (91.7%) of Alport syndrome patients

  chinese prediction-negative randomly minigene whole-exome whole-genome sequencing

• Multi-omics feature engineering driven by biomedical foundation models improves drug response prediction for inflammatory bowel disease patients.

  PMID 41844950 · PMC13129071 · Scientific reports · 2026 · 8 claims · 7 setups

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  FM (MAMMAL)-derived drug-target binding affinity (BA) inference can be used to rank/select biologically relevant protein targets and their associated genes/SNPs for a drug of interest without knowledge of protein structure or active sites

  reference top surgical snp-mutated inference gene genomic

• ddRAD-seq reveals the genetic structure and detects signals of selection in Italian brown trout.

  PMID 35100964 · PMC8805291 · Genetics, selection, evolution : GSE · 2022 · 7 claims · 9 setups

  Has reproduction · 87

  Italian brown trout populations are genetically differentiated but show strong admixture from stocking practices, especially with the Atlantic lineage.

  brown snp subset salmo ddrad-seq admixture newhybrids