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).

• Using structural bioinformatics to investigate the impact of non synonymous SNPs and disease mutations: scope and limitations.

  PMID 19758473 · PMC2745591 · BMC bioinformatics · 2009 · 8 claims · 8 setups

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  None of 39 tested structural properties can be used as a sole classification criterion to separate neutral SNPs from disease mutations.

  ensembl swissprot same structural foldx side

• Prodepth: predict residue depth by support vector regression approach from protein sequences only.

  PMID 19759917 · PMC2742725 · PloS one · 2009 · 8 claims · 8 setups

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  Residue depth can be reliably predicted solely from protein primary sequence using support vector regression on sequence-derived features.

  structure sequences sequence residue dssp psi-blast

• Protein structure quality assessment based on the distance profiles of consecutive backbone Cα atoms.

  PMID 24555103 · PMC3892923 · F1000Research · 2013 · 8 claims · 8 setups

  Has reproduction · 71

  The distance between consecutive backbone Cα atoms in high-quality structures is normally distributed with mean 3.8 Å and standard deviation 0.04 Å, justifying a reference state in which all consecutive Cα atoms are 3.8 Å apart.

  top100h decoys i-tasser non-homologous statistical rdcc comparative

• 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

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  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

• Predicting the pathogenicity of missense variants using features derived from AlphaFold2.

  PMID 37084271 · PMC10203375 · Bioinformatics (Oxford, England) · 2023 · 6 claims · 8 setups

  Has reproduction · 85

  AlphaFold2-derived structural features (solvent accessibility, amino acid network features, physicochemical environment, pLDDT) can be used to train a random forest classifier (AlphScore) that distinguishes proxy-benign from proxy-pathogenic missense variants.

  gnomad alphafold2-predicted alphscore proteins machine secondary physicochemical

• Towards a comprehensive structural coverage of completed genomes: a structural genomics viewpoint.

  PMID 17349043 · PMC1829165 · BMC bioinformatics · 2007 · 8 claims · 6 setups

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  A combined target-selection approach — pursuing both structurally uncharacterised domain families and additional targets from large structurally characterised superfamilies — is essential for comprehensive structural coverage of the genomes.

  sp-trembl hmm-based domain computational

• PCP consensus sequences of flaviviruses: correlating variance with vector competence and disease phenotype.

  PMID 19969003 · PMC2822003 · Journal of molecular biology · 2010 · 7 claims · 7 setups

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  PCP-consensus sequences of E protein show insertions/deletions that distinguish tick-borne, mosquito-borne, no-known-vector (NKV), and yellow fever virus (YFV) Flaviviruses

  natural aligned ns3 denv sequence pcp-consensus physicochemical

• Human genomic diversity, viral genomics and proteomics, as exemplified by human papillomaviruses and H5N1 influenza viruses.

  PMID 19706363 · PMC3525194 · Human genomics · 2009 · 8 claims · 6 setups

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  A novel HPV type (HPV-85) was identified and phylogenetically characterized, showing closest relatedness to HPV-70/39/18/45/59 within the A7 genital HPV group

  novel hpv gene h5n1 whole-genome intrinsic statistical

• Web-based resources for comparative genomics.

  PMID 16197736 · PMC3525128 · Human genomics · 2005 · 8 claims · 8 setups

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  Comparative genomics is an indispensable tool for identifying functional genome elements and exploring evolutionary genome dynamics

  yeast chimpanzee mammalian protein-coding comparative genome maximum-likelihood

• Mutations in the UBIAD1 gene, encoding a potential prenyltransferase, are causal for Schnyder crystalline corneal dystrophy.

  PMID 17668063 · PMC1925147 · PloS one · 2007 · 8 claims · 7 setups

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  Mutations in UBIAD1 are causal for Schnyder crystalline corneal dystrophy

  pedigrees pedigree genomic ubiad1 microsatellite fine direct

• Structural organization and interactions of transmembrane domains in tetraspanin proteins.

  PMID 15985154 · PMC1190194 · BMC structural biology · 2005 · 8 claims · 5 setups

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  TM1, TM2 and TM3 of human tetraspanins display a distinct heptad repeat motif (abcdefg)n, while TM4 lacks this motif.

  tetraspanin cd9 gfp single-cysteine sequence cross-species fluorescence

• Automatic discovery of cross-family sequence features associated with protein function.

  PMID 16409628 · PMC1395344 · BMC bioinformatics · 2006 · 8 claims · 6 setups

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  A self-supervised data mining approach can find relationships between sequence features and functional annotations without preconceived functional categories.

  non-redundant same evolved eukaryotic self-supervised experiment self-organizing

• Species-specific protein sequence and fold optimizations.

  PMID 12487631 · PMC139977 · BMC bioinformatics · 2002 · 7 claims · 7 setups

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  Environmental niche is a significant factor explaining variability in amino acid composition across 100 complete genomes

  predicted mean over orf principal hierarchical domain-based

• Genomic signatures of human versus avian influenza A viruses.

  PMID 17073083 · PMC3294750 · Emerging infectious diseases · 2006 · 8 claims · 6 setups

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  52 validated 'species-associated' amino acid positions distinguish human from avian influenza A viruses

  throat clinical 401-genome avian rt-pcr immunofluorescent sequence

• Evolutionary history of the UCP gene family: gene duplication and selection.

  PMID 18980678 · PMC2584656 · BMC evolutionary biology · 2008 · 8 claims · 8 setups

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  The UCP gene family arose through two ancestral gene duplications early in vertebrate evolution, producing the UCP1, UCP2 and UCP3 lineages.

  vertebrate ucp human-mouse ucp1 sequence phylogenetic gene

• Nature of protein family signatures: insights from singular value analysis of position-specific scoring matrices.

  PMID 18398479 · PMC2276316 · PloS one · 2008 · 8 claims · 6 setups

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  The first singular component of a PSSM acts to disfavor substitutions, penalizing potentially functionally important residues at conserved sites more severely.

  representative pfam pdb right psi-blast hidden singular