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
  • [1] Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers
    Abraham, Mark James
    Murtola, Teemu
    Schulz, Roland
    Páll, Szilárd
    Smith, Jeremy C.
    Hess, Berk
    Lindah, Erik
    [J]. SoftwareX, 2015, 1-2 : 19 - 25
  • [2] Adzhubei Ivan, 2013, Curr Protoc Hum Genet, VChapter 7, DOI 10.1002/0471142905.hg0720s76
  • [3] Molecular characterization of a unique patient with epimerase-deficiency galactosaemia
    Alano, A
    Almashanu, S
    Chinsky, JM
    Costeas, P
    Blitzer, MG
    Wulfsberg, EA
    Cowan, TM
    [J]. JOURNAL OF INHERITED METABOLIC DISEASE, 1998, 21 (04) : 341 - 350
  • [4] ESSENTIAL DYNAMICS OF PROTEINS
    AMADEI, A
    LINSSEN, ABM
    BERENDSEN, HJC
    [J]. PROTEINS-STRUCTURE FUNCTION AND GENETICS, 1993, 17 (04): : 412 - 425
  • [5] [Anonymous], 2014, Google Research
  • [6] Functional analysis of mutations in UDP-galactose-4-epimerase (GALE) associated with galactosemia in Korean patients using mammalian GALE-null cells
    Bang, You-Lim
    Nguyen, Trang T. T.
    Trinh, Tram T. B.
    Kim, Yun J.
    Song, Junghan
    Song, Young-Han
    [J]. FEBS JOURNAL, 2009, 276 (07) : 1952 - 1961
  • [7] UniProt: the universal protein knowledgebase
    Bateman, Alex
    Martin, Maria Jesus
    O'Donovan, Claire
    Magrane, Michele
    Alpi, Emanuele
    Antunes, Ricardo
    Bely, Benoit
    Bingley, Mark
    Bonilla, Carlos
    Britto, Ramona
    Bursteinas, Borisas
    Bye-A-Jee, Hema
    Cowley, Andrew
    Da Silva, Alan
    De Giorgi, Maurizio
    Dogan, Tunca
    Fazzini, Francesco
    Castro, Leyla Garcia
    Figueira, Luis
    Garmiri, Penelope
    Georghiou, George
    Gonzalez, Daniel
    Hatton-Ellis, Emma
    Li, Weizhong
    Liu, Wudong
    Lopez, Rodrigo
    Luo, Jie
    Lussi, Yvonne
    MacDougall, Alistair
    Nightingale, Andrew
    Palka, Barbara
    Pichler, Klemens
    Poggioli, Diego
    Pundir, Sangya
    Pureza, Luis
    Qi, Guoying
    Rosanoff, Steven
    Saidi, Rabie
    Sawford, Tony
    Shypitsyna, Aleksandra
    Speretta, Elena
    Turner, Edward
    Tyagi, Nidhi
    Volynkin, Vladimir
    Wardell, Tony
    Warner, Kate
    Watkins, Xavier
    Zaru, Rossana
    Zellner, Hermann
    Xenarios, Ioannis
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) : D158 - D169
  • [8] PredictSNP: Robust and Accurate Consensus Classifier for Prediction of Disease-Related Mutations
    Bendl, Jaroslav
    Stourac, Jan
    Salanda, Ondrej
    Pavelka, Antonin
    Wieben, Eric D.
    Zendulka, Jaroslav
    Brezovsky, Jan
    Damborsky, Jiri
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2014, 10 (01)
  • [9] Berendsen H.J.C., 1981, P OF, P331
  • [10] Berry G.T., 2014, Rosenberg's Molecular and Genetic Basis of Neurological and Psychiatric Disease: Fifth Edition, P615, DOI DOI 10.1016/B978-0-12-410529-4.00055-3