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

  Full-text index only

  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

• Oligomeric protein structure networks: insights into protein-protein interactions.

  PMID 16336694 · PMC1326230 · BMC bioinformatics · 2005 · 8 claims · 6 setups

  Full-text index only

  Interface amino acid clusters identified at Imin=6% correlate well with residues losing accessible surface area (δASA) upon oligomerization

  non-redundant same known complexes structure hub comparison

• Interaction preferences across protein-protein interfaces of obligatory and non-obligatory components are different.

  PMID 16105176 · PMC1201154 · BMC structural biology · 2005 · 8 claims · 5 setups

  Full-text index only

  Interaction patterns across obligatory and non-obligatory interfaces are different, with obligatory contacts predominantly non-polar

  pdb obligatory same psi-blast solvent residue

• 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

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

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

  Full-text index only

  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

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

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

  Full-text index only

  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

• 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

  Full-text index only

  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

• Tracing the origin of functional and conserved domains in the human proteome: implications for protein evolution at the modular level.

  PMID 17090320 · PMC1654190 · BMC evolutionary biology · 2006 · 8 claims · 5 setups

  Full-text index only

  HHpred (HMM-HMM comparison) detects remote homologs in the human proteome with higher sensitivity than hmmpfam (HMMER), giving 10% more functional domain coverage and 20% higher residue coverage against Pfam-A families.

  proteome homo domains hmm-hmm hmm subtractive

• A novel mutation in GJA8 associated with jellyfish-like cataract in a family of Indian origin.

  PMID 18334946 · PMC2255026 · Molecular vision · 2008 · 8 claims · 4 setups

  Full-text index only

  A novel heterozygous c.134G→C change in GJA8, causing p.W45S, was identified as the disease-associated mutation in the affected family

  genomic patients ethnically connexin50 bidirectional clinical sanger

• 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

• Structural evolution of the protein kinase-like superfamily.

  PMID 16244704 · PMC1261164 · PLoS computational biology · 2005 · 8 claims · 5 setups

  Full-text index only

  All kinases in the superfamily share a 'universal core' domain consisting only of the regions required for ATP binding and the phosphotransfer reaction.

  bank representative same kinase comparative manual structure-annotated