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).

• Genomic regions and signaling pathways associated with indicator traits for feed efficiency in juvenile Atlantic salmon (Salmo salar).

  PMID 33158415 · PMC7648306 · Genetics, selection, evolution : GSE · 2020 · 7 claims · 5 setups

  Has reproduction · 85

  A QTL for pre-smolt growth was identified on chromosome 9.

  atlantic isotope snp rnaseq

• Improving genomic prediction accuracy for methane emission and feed efficiency in sheep: integrating rumen microbial PCA with host genomic variation using neural network GBLUP (NN-GBLUP).

  PMID 40676527 · PMC12273308 · Genetics, selection, evolution : GSE · 2025 · 7 claims · 6 setups

  Has reproduction · 85

  PCA effectively reduces RMC data dimensionality while preserving essential biological information, with microbiability from PCs explaining 100% of variation closely matching full-dataset estimates

  sheep rmc portable feed snp

• Application of machine learning in SNP discovery.

  PMID 16398931 · PMC1955739 · BMC bioinformatics · 2006 · 8 claims · 6 setups

  Full-text index only

  PolyBayes produces high false-positive SNP predictions even with stringent parameters

  diverse soybean candidate same sts polybayes polyphred

• Translation affects mRNA stability in a codon-dependent manner in human cells.

  PMID 31012849 · PMC6529216 · eLife · 2019 · 8 claims · 8 setups

  Has reproduction · 87

  Translation strongly affects mRNA stability in a codon-dependent manner in human cells, with specific codons stabilizing or destabilizing mRNAs.

  293t incl endogenous time-course orfome slam-seq

• Prediction of catalytic residues using Support Vector Machine with selected protein sequence and structural properties.

  PMID 16790052 · PMC1534064 · BMC bioinformatics · 2006 · 8 claims · 7 setups

  Full-text index only

  The Sequential Minimal Optimization (SMO) SVM algorithm was the best-performing classifier among 26 WEKA classifiers for predicting catalytic residues

  benchmarking same pirsf pdb supervised wrapper sequence

• Approaching the genomics of risk-taking behavior.

  PMID 20109660 · PMC3961474 · Advances in genetics · 2009 · 8 claims · 8 setups

  Full-text index only

  Candidate genes (e.g., DRD4, SERT, MAOA) explain only a small fraction of total genetic variation in risk-taking-related behaviors, motivating a whole-genome approach.

  wild-caught three-spined sticklebacks open-field-like predator repeated-measures