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).

• Prediction by graph theoretic measures of structural effects in proteins arising from non-synonymous single nucleotide polymorphisms.

  PMID 18654622 · PMC2447880 · PLoS computational biology · 2008 · 8 claims · 5 setups

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  Bongo identifies mutations causing local and global structural effects with a remarkably low false positive rate

  p53 1bpi mutations disease-associated graph correlation structural

• Evolutionary trace annotation of protein function in the structural proteome.

  PMID 20036248 · PMC2831211 · Journal of molecular biology · 2010 · 8 claims · 7 setups

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  ET-ranked residue clusters can be used to build 3D templates that predict GO function in enzymes and non-enzymes alike, without prior knowledge of functional mechanism.

  structural pdb pairs annotated evolutionary template support

• 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

• Phosphorylation states of cell cycle and DNA repair proteins can be altered by the nsSNPs.

  PMID 16111488 · PMC1208866 · BMC cancer · 2005 · 8 claims · 4 setups

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  15 of 89 nsSNPs (16.9%) studied were predicted to abolish or create phosphorylation sites in 14 of 32 proteins (44.0%)

  orthologues repair case-control phosphorylation cross-species database

• Coverage of whole proteome by structural genomics observed through protein homology modeling database.

  PMID 17146617 · PMC1769342 · Journal of structural and functional genomics · 2006 · 8 claims · 7 setups

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  FAMSBASE, a homology-modeling database of whole-genome ORFs, currently covers about 50% of predicted ORFs (368,724 of 734,193) across 276 genomes with modeled 3D structures.

  orfs predicted modeled representative homology transmembrane intrinsic

• 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

• Identification and characterisation of the angiotensin converting enzyme-3 (ACE3) gene: a novel mammalian homologue of ACE.

  PMID 17597519 · PMC1925091 · BMC genomics · 2007 · 7 claims · 7 setups

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  A novel single-domain ACE-like gene, ACE3, exists in mouse, rat, cow, dog and human genomes, located on the same chromosome downstream of ACE.

  dog predicted ace3 panel blast sequence homology

• 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

• SNAP predicts effect of mutations on protein function.

  PMID 18757876 · PMC2562009 · Bioinformatics (Oxford, England) · 2008 · 8 claims · 3 setups

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  SNAP is a publicly available web-server implementation predicting functional effects (neutral/non-neutral) of single amino acid substitutions.

  mutant insulin neural alanine mutation

• Local combinational variables: an approach used in DNA-binding helix-turn-helix motif prediction with sequence information.

  PMID 19651875 · PMC2761287 · Nucleic acids research · 2009 · 8 claims · 7 setups

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  The LCV approach predicts HTH motifs with 93.29% accuracy, 93.93% sensitivity and 92.66% specificity using only primary sequence information

  quintessentialset-88 hth same newly lcs svm traditional

• Conservation, variability and the modeling of active protein kinases.

  PMID 17912359 · PMC1989141 · PloS one · 2007 · 7 claims · 5 setups

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  A novel sequence-order independent (fold-independent) structural alignment algorithm was developed that maximizes side-chain similarity to produce a consensus kinase structure.

  active-conformation same chak rio2 sequence-order pairwise structural

• 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

• 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

• 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

• 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

• Evolutionary genomics reveals lineage-specific gene loss and rapid evolution of a sperm-specific ion channel complex: CatSpers and CatSperbeta.

  PMID 18974790 · PMC2572835 · PloS one · 2008 · 8 claims · 6 setups

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  The CatSper channel complex (four CatSpers plus CatSperβ) originated as early as primitive metazoans such as the Cnidarian Nematostella vectensis

  metazoan catsper pore chicken tblastn maximum sequence

• A new mutation in BFSP2 (G1091A) causes autosomal dominant congenital lamellar cataracts.

  PMID 18958306 · PMC2573734 · Molecular vision · 2008 · 8 claims · 7 setups

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  The disease locus maps to chromosome 3q21-25, linked to markers D3S2322 and D3S1541

  four-generation bfsp2 wild-type microsatellite direct denaturing

• Mutation G61C in the CRYGD gene causing autosomal dominant congenital coralliform cataracts.

  PMID 18334953 · PMC2268897 · Molecular vision · 2008 · 8 claims · 6 setups

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  A G61C (P.G61C) missense mutation in CRYGD causes autosomal dominant congenital coralliform cataracts in this family

  four-generation genomic crygd wild-type genotyping direct denaturing

• Mutation analysis of the MDM4 gene in German breast cancer patients.

  PMID 18279506 · PMC2259322 · BMC cancer · 2008 · 8 claims · 8 setups

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  Resequencing of the whole MDM4 coding region in 40 German familial breast cancer patients uncovered two coding variants (V74V and D153G) in 4/40 patients

  german bilateral mdm4 lymphoid direct rflp-based splice

• Adaptive learning embedding features to improve the predictive performance of SARS-CoV-2 phosphorylation sites.

  PMID 37847658 · PMC10628388 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 3 setups

  Has reproduction · 67

  PSPred-ALE, a deep learning predictor using a self-adaptive learning embedding algorithm, automatically extracts contextual sequence features and identifies SARS-CoV-2 phosphorylation sites without feature engineering.

  lung peptide same bulk deep traditional