2015
DOI: 10.1371/journal.pcbi.1004343
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Automatic Prediction of Protein 3D Structures by Probabilistic Multi-template Homology Modeling

Abstract: Homology modeling predicts the 3D structure of a query protein based on the sequence alignment with one or more template proteins of known structure. Its great importance for biological research is owed to its speed, simplicity, reliability and wide applicability, covering more than half of the residues in protein sequence space. Although multiple templates have been shown to generally increase model quality over single templates, the information from multiple templates has so far been combined using empirical… Show more

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Cited by 120 publications
(95 citation statements)
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“…Bootstrap values were calculated for 10,000 trials. A hidden Markov model-based search was performed for the alignment using HHpred (Meier and Söding, 2015). Significant structural similarity was found between CLAMP and Claudin-19 ( p = 4.1 × 10 −9 ), Claudin-15 ( p = 7.3 × 10 −9 ), and the voltage-gated calcium channel γ subunit 15 ( p = 10 −10 ), which all belong to the same tetraspan family (Simske, 2013).…”
Section: Methods and Resourcesmentioning
confidence: 99%
“…Bootstrap values were calculated for 10,000 trials. A hidden Markov model-based search was performed for the alignment using HHpred (Meier and Söding, 2015). Significant structural similarity was found between CLAMP and Claudin-19 ( p = 4.1 × 10 −9 ), Claudin-15 ( p = 7.3 × 10 −9 ), and the voltage-gated calcium channel γ subunit 15 ( p = 10 −10 ), which all belong to the same tetraspan family (Simske, 2013).…”
Section: Methods and Resourcesmentioning
confidence: 99%
“…In the next step, we applied profile analysis to find and merge groups of related sequences. For this purpose, sequences in each group were aligned with Muscle (52) (default parameters), and the alignments were used to predict secondary structure and build profiles with the tools "addss" and "hhmake" available in the HHsuite package (53). The collection of profiles was enriched with those generated previously (47) for a large number of (nonarchaeal) dsDNA viruses.…”
Section: Classification Of Genes Into Homologous Familiesmentioning
confidence: 99%
“…The crystal structure of nakanori at 1.5‐A resolution was determined by molecular replacement (42) using a trimmed ensemble of 3 distant homologs as initial search model. The trimmed ensemble was generated by superimposing the top 3 results of an HHpred search (43, 44), trimming diverging residues and leaving the conserved core. This provided a clear solution for one molecule in P 6 5 , which was refined to a final R work : R free ratio of 0.1833:0.2185 with the Phenix program suite (ver.…”
Section: Methodsmentioning
confidence: 99%