Literature DB >> 36038728

US-align: universal structure alignments of proteins, nucleic acids, and macromolecular complexes.

Chengxin Zhang1,2,3, Morgan Shine4, Anna Marie Pyle3,4,5, Yang Zhang6,7.   

Abstract

Structure comparison and alignment are of fundamental importance in structural biology studies. We developed the first universal platform, US-align, to uniformly align monomer and complex structures of different macromolecules-proteins, RNAs and DNAs. The pipeline is built on a uniform TM-score objective function coupled with a heuristic alignment searching algorithm. Large-scale benchmarks demonstrated consistent advantages of US-align over state-of-the-art methods in pairwise and multiple structure alignments of different molecules. Detailed analyses showed that the main advantage of US-align lies in the extensive optimization of the unified objective function powered by efficient heuristic search iterations, which substantially improve the accuracy and speed of the structural alignment process. Meanwhile, the universal protocol fusing different molecular and structural types helps facilitate the heterogeneous oligomer structure comparison and template-based protein-protein and protein-RNA/DNA docking.
© 2022. The Author(s), under exclusive licence to Springer Nature America, Inc.

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Year:  2022        PMID: 36038728     DOI: 10.1038/s41592-022-01585-1

Source DB:  PubMed          Journal:  Nat Methods        ISSN: 1548-7091            Impact factor:   47.990


  36 in total

1.  Automated prediction of protein function and detection of functional sites from structure.

Authors:  Florencio Pazos; Michael J E Sternberg
Journal:  Proc Natl Acad Sci U S A       Date:  2004-09-29       Impact factor: 11.205

2.  CATH--a hierarchic classification of protein domain structures.

Authors:  C A Orengo; A D Michie; S Jones; D T Jones; M B Swindells; J M Thornton
Journal:  Structure       Date:  1997-08-15       Impact factor: 5.006

3.  Assembling multidomain protein structures through analogous global structural alignments.

Authors:  Xiaogen Zhou; Jun Hu; Chengxin Zhang; Guijun Zhang; Yang Zhang
Journal:  Proc Natl Acad Sci U S A       Date:  2019-07-24       Impact factor: 11.205

4.  STRUM: structure-based prediction of protein stability changes upon single-point mutation.

Authors:  Lijun Quan; Qiang Lv; Yang Zhang
Journal:  Bioinformatics       Date:  2016-06-17       Impact factor: 6.937

Review 5.  The coming of age of de novo protein design.

Authors:  Po-Ssu Huang; Scott E Boyken; David Baker
Journal:  Nature       Date:  2016-09-15       Impact factor: 49.962

6.  Dali: a network tool for protein structure comparison.

Authors:  L Holm; C Sander
Journal:  Trends Biochem Sci       Date:  1995-11       Impact factor: 13.807

7.  COFACTOR: improved protein function prediction by combining structure, sequence and protein-protein interaction information.

Authors:  Chengxin Zhang; Peter L Freddolino; Yang Zhang
Journal:  Nucleic Acids Res       Date:  2017-07-03       Impact factor: 16.971

8.  MetaGO: Predicting Gene Ontology of Non-homologous Proteins Through Low-Resolution Protein Structure Prediction and Protein-Protein Network Mapping.

Authors:  Chengxin Zhang; Wei Zheng; Peter L Freddolino; Yang Zhang
Journal:  J Mol Biol       Date:  2018-03-10       Impact factor: 5.469

9.  An evolution-based approach to De Novo protein design and case study on Mycobacterium tuberculosis.

Authors:  Pralay Mitra; David Shultis; Jeffrey R Brender; Jeff Czajka; David Marsh; Felicia Gray; Tomasz Cierpicki; Yang Zhang
Journal:  PLoS Comput Biol       Date:  2013-10-24       Impact factor: 4.475

10.  Template-Based Modeling of Protein-RNA Interactions.

Authors:  Jinfang Zheng; Petras J Kundrotas; Ilya A Vakser; Shiyong Liu
Journal:  PLoS Comput Biol       Date:  2016-09-23       Impact factor: 4.475

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  1 in total

1.  A unified approach to sequential and non-sequential structure alignment of proteins, RNAs, and DNAs.

Authors:  Chengxin Zhang; Anna Marie Pyle
Journal:  iScience       Date:  2022-09-28
  1 in total

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