Molecular dynamics, residue network analysis, and cross-correlation matrix to characterize the deleterious missense mutations in GALE causing galactosemia III

被引:24
作者
Kumar, S. Udhaya [1 ]
Sankar, Srivarshini [1 ]
Kumar, D. Thirumal [1 ]
Younes, Salma [2 ]
Younes, Nadin [2 ]
Siva, R. [1 ]
Doss, C. George Priya [1 ]
Zayed, Hatem [2 ]
机构
[1] Vellore Inst Technol, Sch Biosci & Technol, Vellore 632014, Tamil Nadu, India
[2] Qatar Univ, Dept Biomed Sci, Coll Hlth & Sci, QU Hlth, Doha, Qatar
关键词
GALE; Mutation; Galactose epimerase deficiency; Molecular dynamics simulation; Residue contacts; Residue networks; EPIMERASE-DEFICIENCY GALACTOSEMIA; PARTICLE MESH EWALD; WEB-BASED TOOL; FUNCTIONAL-ANALYSIS; SERUM TRANSFERRIN; SWISS-MODEL; IDENTIFICATION; GENE; ANNOTATION; STABILITY;
D O I
10.1007/s12013-020-00960-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Epimerase-deficiency galactosemia (EDG) is caused by mutations in the UDP-galactose 4'-epimerase enzyme, encoded by gene GALE. Catalyzing the last reaction in the Leloir pathway, UDP-galactose-4-epimerase catalyzes the interconversion of UDP-galactose and UDP-glucose. This study aimed to use in-depth computational strategies to prioritize the pathogenic missense mutations in GALE protein and investigate the systemic behavior, conformational spaces, atomic motions, and cross-correlation matrix of the GALE protein. We searched four databases (dbSNP, ClinVar, UniProt, and HGMD) and major biological literature databases (PubMed, Science Direct, and Google Scholar), for missense mutations that are associated with EDG patients, our search yielded 190 missense mutations. We applied a systematic computational prediction pipeline, including pathogenicity, stability, biochemical, conservational, protein residue contacts, and structural analysis, to predict the pathogenicity of these mutations. We found three mutations (p.K161N, p.R239W, and p.G302D) with a severe phenotype in patients with EDG that correlated with our computational prediction analysis; thus, they were selected for further structural and simulation analyses to compute the flexibility and stability of the mutant GALE proteins. The three mutants were subjected to molecular dynamics simulation (MDS) with native protein for 200 ns using GROMACS. The MDS demonstrated that these mutations affected the beta-sheets and helical region that are responsible for the catalytic activity; subsequently, affects the stability and flexibility of the mutant proteins along with a decrease and more deviations in compactness when compared to that of a native. Also, three mutations created major variations in the combined atomic motions of the catalytic and C-terminal regions. The network analysis of the residues in the native and three mutant protein structures showed disturbed residue contacts occurred owing to the missense mutations. Our findings help to understand the structural behavior of a protein owing to mutation and are intended to serve as a platform for prioritizing mutations, which could be potential targets for drug discovery and development of targeted therapeutics.
引用
收藏
页码:201 / 219
页数:19
相关论文
共 82 条
  • [11] Emerging functions of extracellular pyridine nucleotides
    Billington, Richard A.
    Bruzzone, Santina
    De Flora, Antonio
    Genazzani, Armando A.
    Koch-Nolte, Friedrich
    Ziegler, Mathias
    Zocchi, Elena
    [J]. MOLECULAR MEDICINE, 2006, 12 (11-12) : 324 - 327
  • [12] BIOVIA, 2020, DISC STUD CLIENT V 2
  • [13] Predicting the insurgence of human genetic diseases associated to single point protein mutations with support vector machines and evolutionary information
    Capriotti, E.
    Calabrese, R.
    Casadio, R.
    [J]. BIOINFORMATICS, 2006, 22 (22) : 2729 - 2734
  • [14] I-Mutant2.0: predicting stability changes upon mutation from the protein sequence or structure
    Capriotti, E
    Fariselli, P
    Casadio, R
    [J]. NUCLEIC ACIDS RESEARCH, 2005, 33 : W306 - W310
  • [15] NAPS update: network analysis of molecular dynamics data and protein-nucleic acid complexes
    Chakrabarty, Broto
    Naganathan, Varun
    Garg, Kanak
    Agarwal, Yash
    Parekh, Nita
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (W1) : W462 - W470
  • [16] Defective galactosylation of serum transferrin in galactosemia
    Charlwood, J
    Clayton, P
    Keir, G
    Mian, N
    Winchester, B
    [J]. GLYCOBIOLOGY, 1998, 8 (04) : 351 - 357
  • [17] iStable: off-the-shelf predictor integration for predicting protein stability changes
    Chen, Chi-Wei
    Lin, Jerome
    Chu, Yen-Wei
    [J]. BMC BIOINFORMATICS, 2013, 14
  • [18] Analysis of UDP-galactose 4'-epimerase mutations associated with the intermediate form of type III galactosaemia
    Chhay, J. S.
    Vargas, C. A.
    McCorvie, T. J.
    Fridovich-Keil, J. L.
    Timson, D. J.
    [J]. JOURNAL OF INHERITED METABOLIC DISEASE, 2008, 31 (01) : 108 - 116
  • [19] The human gene mutation database
    Cooper, DN
    Ball, EV
    Krawczak, M
    [J]. NUCLEIC ACIDS RESEARCH, 1998, 26 (01) : 285 - 287
  • [20] PARTICLE MESH EWALD - AN N.LOG(N) METHOD FOR EWALD SUMS IN LARGE SYSTEMS
    DARDEN, T
    YORK, D
    PEDERSEN, L
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1993, 98 (12) : 10089 - 10092