KMAD: knowledge-based multiple sequence alignment for intrinsically disordered proteins

被引:24
|
作者
Lange, Joanna [1 ,2 ,3 ]
Wyrwicz, Lucjan S. [1 ,2 ]
Vriend, Gert [3 ]
机构
[1] M Sklodowska Curie Mem Canc Ctr, Lab Bioinformat & Biostat, Warsaw, Poland
[2] Inst Oncol, Warsaw, Poland
[3] CMBI Radboudumc, NL-6525 GA Nijmegen, Netherlands
关键词
ACCURATE PREDICTION; DATABASE; REGIONS; SEARCH;
D O I
10.1093/bioinformatics/btv663
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Intrinsically disordered proteins (IDPs) lack tertiary structure and thus differ from globular proteins in terms of their sequence-structure-function relations. IDPs have lower sequence conservation, different types of active sites and a different distribution of functionally important regions, which altogether make their multiple sequence alignment (MSA) difficult. The KMAD MSA software has been written specifically for the alignment and annotation of IDPs. It augments the substitution matrix with knowledge about post-translational modifications, functional domains and short linear motifs. Results: MSAs produced with KMAD describe well-conserved features among IDPs, tend to agree well with biological intuition, and are a good basis for designing new experiments to shed light on this large, understudied class of proteins.
引用
收藏
页码:932 / 936
页数:5
相关论文
共 50 条
  • [21] Sequence Effects on Size, Shape, and Structural Heterogeneity in Intrinsically Disordered Proteins
    Baul, Upayan
    Chakraborty, Debayan
    Mugnai, Mauro L.
    Straub, John E.
    Thirumalai, D.
    JOURNAL OF PHYSICAL CHEMISTRY B, 2019, 123 (16): : 3462 - 3474
  • [22] Sequence-Based Fingerprinting of Intrinsically Disordered Regions
    Ginell, Garrett M.
    Cohan, Megan C.
    Holehouse, Alex S.
    BIOPHYSICAL JOURNAL, 2019, 116 (03) : 179A - 179A
  • [23] Prediction of the Disordered Regions of Intrinsically Disordered Proteins Based on the Molecular Functions
    Xie, WeiXia
    Feng, Yong E.
    PROTEIN AND PEPTIDE LETTERS, 2020, 27 (04): : 279 - 286
  • [24] Dynamics Based Drug Design for Intrinsically Disordered Proteins
    Maity, Barun K.
    BIOPHYSICAL JOURNAL, 2018, 114 (03) : 590A - 590A
  • [25] Small Molecule Binding of Intrinsically Disordered Proteins: Multiple Binders on Multiple Sites
    Hammoudeh, Dalia
    Viachava-Follis, Ariele
    Prochownik, Edward V.
    Metallo, Steven J.
    BIOPHYSICAL JOURNAL, 2009, 96 (03) : 319A - 319A
  • [26] Intrinsically Disordered Proteins in a Physics-Based World
    Click, Timothy H.
    Ganguly, Debabani
    Chen, Jianhan
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2010, 11 (12) : 5293 - 5309
  • [27] Molecular biosensing system based on intrinsically disordered proteins
    Cissell, Kyle A.
    Shrestha, Suresh
    Purdie, Jennifer
    Kroodsma, Derrick
    Deo, Sapna K.
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2008, 391 (05) : 1721 - 1729
  • [28] KNOWLEDGE-BASED POTENTIALS FOR PROTEINS
    SIPPL, MJ
    CURRENT OPINION IN STRUCTURAL BIOLOGY, 1995, 5 (02) : 229 - 235
  • [29] Molecular biosensing system based on intrinsically disordered proteins
    Kyle A. Cissell
    Suresh Shrestha
    Jennifer Purdie
    Derrick Kroodsma
    Sapna K. Deo
    Analytical and Bioanalytical Chemistry, 2008, 391 : 1721 - 1729
  • [30] The Prediction of Intrinsically Disordered Proteins Based on Feature Selection
    He, Hao
    Zhao, Jiaxiang
    Sun, Guiling
    ALGORITHMS, 2019, 12 (02):