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).

• Improved mutation tagging with gene identifiers applied to membrane protein stability prediction.

  PMID 19758467 · PMC2745585 · BMC bioinformatics · 2009 · 8 claims · 4 setups

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  MutationTagger achieves 87% F-measure for the mutation retrieval task on a benchmark dataset

  pubmed uniprot five mutation gene sequence

• Chemical reversible crosslinking enables measurement of RNA 3D distances and alternative conformations in cells.

  PMID 35177610 · PMC8854666 · Nature communications · 2022 · 8 claims · 7 setups

  Has reproduction · 84

  SHARC uses chemical crosslinkers of defined lengths to measure distances between nucleotides in cellular RNA

  model dipicolinic hek293t 28s crosslinking nmr crosslink

• A multi-species comparative structural bioinformatics analysis of inherited mutations in alpha-D-mannosidase reveals strong genotype-phenotype correlation.

  PMID 19958498 · PMC2788387 · BMC genomics · 2009 · 8 claims · 4 setups

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  Comparative homology modeling of wild-type and mutant α-mannosidase across human, cow, cat and guinea pig reveals a significant correlation between genotype severity and phenotype severity in α-mannosidosis

  lysosomal full-length pro-peptide bovine homology sequence weblogo

• 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

• Hierarchical modeling of activation mechanisms in the ABL and EGFR kinase domains: thermodynamic and mechanistic catalysts of kinase activation by cancer mutations.

  PMID 19714203 · PMC2722018 · PLoS computational biology · 2009 · 8 claims · 8 setups

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  Cancer mutations in ABL and EGFR activate kinases via a common multi-stage mechanism involving hydrophobic spine assembly, formation of a Src-like intermediate structure, and cooperative breakage/formation of characteristic salt bridges

  abl egfr abl-sh2-sh3 homology molecular stability

• 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

• Genome bioinformatic analysis of nonsynonymous SNPs.

  PMID 17708757 · PMC1978506 · BMC bioinformatics · 2007 · 8 claims · 8 setups

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  Structure- and sequence-based prediction tools can generally distinguish disease-causing mutations from neutral ones

  gene modelled nssnps automated fold relative

• A comprehensive sensitivity analysis of microarray breast cancer classification under feature variability.

  PMID 19941644 · PMC2789744 · BMC bioinformatics · 2009 · 7 claims · 4 setups

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  Feature variability strongly influences breast cancer signature composition even when array platform and patient stratification are identical.

  breast preprocessed microarray two-color perturbation