Investigating function roles of hypothetical proteins encoded by the Mycobacterium tuberculosis H37Rv genome

被引:41
|
作者
Yang, Zhiyuan [1 ,2 ,3 ]
Zeng, Xi [2 ,3 ,4 ]
Tsui, Stephen Kwok-Wing [2 ,3 ,4 ]
机构
[1] Hangzhou Dianzi Univ, Coll Life Informat Sci & Instrument Engn, Hangzhou 310018, Zhejiang, Peoples R China
[2] Chinese Univ Hong Kong, Sch Biomed Sci, Shatin, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Hong Kong Bioinformat Ctr, Shatin, Hong Kong, Peoples R China
[4] Chinese Univ Hong Kong, Ctr Microbial Genom & Prote, Shatin, Hong Kong, Peoples R China
关键词
Mycobacterium tuberculosis; Drug target; Virulence factor; Bioinformatics; DATABASE; PREDICTION; STRESS; INHIBITOR; FAMILIES;
D O I
10.1186/s12864-019-5746-6
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Mycobacterium tuberculosis (MTB) is a common bacterium causing tuberculosis and remains a major pathogen for mortality. Although the MTB genome has been extensively explored for two decades, the functions of 27% (1051/3906) of encoded proteins have yet to be determined and these proteins are annotated as hypothetical proteins. Methods: We assigned functions to these hypothetical proteins using SSEalign, a newly designed algorithm utilizing structural information. A set of rigorous criteria was applied to these annotations in order to examine whether they were supported by each parameter. Virulence factors and potential drug targets were also screened among the annotated proteins. Results: For 78% (823/1051) of the hypothetical proteins, we could identify homologs in Escherichia coli and Salmonella typhimurium by using SSEalign. Functional classification analysis indicated that 62.2% (512/823) of these annotated proteins were enzymes with catalytic activities and most of these annotations were supported by at least two other independent parameters. A relatively high proportion of transporter was identified in MTB genome, indicating the potential frequent transportation of frequent absorbing essential metabolites and excreting toxic materials in MTB. Twelve virulence factors and ten vaccine candidates were identified within these MTB hypothetical proteins, including two genes (rpoS and pspA) related to stress response to the host immune system. Furthermore, we have identified six novel drug target candidates among our annotated proteins, including Rv0817 and Rv2927c, which could be used for treating MTB infection. Conclusions: Our annotation of the MTB hypothetical proteins will probably serve as a useful dataset for future MTB studies.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Investigating function roles of hypothetical proteins encoded by the Mycobacterium tuberculosis H37Rv genome
    Zhiyuan Yang
    Xi Zeng
    Stephen Kwok-Wing Tsui
    BMC Genomics, 20
  • [2] Comparison of predicted and observed properties of proteins encoded in the genome of Mycobacterium tuberculosis H37Rv
    Urquhart, BL
    Cordwell, SJ
    Humphery-Smith, I
    BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 1998, 253 (01) : 70 - 79
  • [3] In silico characterization of hypothetical proteins obtained from Mycobacterium tuberculosis H37Rv
    Raj U.
    Sharma A.K.
    Aier I.
    Varadwaj P.K.
    Varadwaj, Pritish Kumar (pritish@iiita.ac.in), 1600, Springer Verlag (06):
  • [4] Analysis of the genome of Mycobacterium tuberculosis H37Rv
    Cole, ST
    Barrell, BG
    GENETICS AND TUBERCULOSIS, 1998, 217 : 160 - 177
  • [5] A comprehensive update to the Mycobacterium tuberculosis H37Rv reference genome
    Poonam Chitale
    Alexander D. Lemenze
    Emily C. Fogarty
    Avi Shah
    Courtney Grady
    Aubrey R. Odom-Mabey
    W. Evan Johnson
    Jason H. Yang
    A. Murat Eren
    Roland Brosch
    Pradeep Kumar
    David Alland
    Nature Communications, 13 (1)
  • [6] Learning from the genome sequence of Mycobacterium tuberculosis H37Rv
    Cole, ST
    FEBS LETTERS, 1999, 452 (1-2) : 7 - 10
  • [7] A comprehensive update to the Mycobacterium tuberculosis H37Rv reference genome
    Chitale, Poonam
    Lemenze, Alexander D.
    Fogarty, Emily C.
    Shah, Avi
    Grady, Courtney
    Odom-Mabey, Aubrey R.
    Johnson, W. Evan
    Yang, Jason H.
    Eren, A. Murat
    Brosch, Roland
    Kumar, Pradeep
    Alland, David
    NATURE COMMUNICATIONS, 2022, 13 (01)
  • [8] Re-annotation of the genome sequence of Mycobacterium tuberculosis H37Rv
    Camus, JC
    Pryor, MJ
    Médigue, C
    Cole, ST
    MICROBIOLOGY-SGM, 2002, 148 : 2967 - 2973
  • [9] POLYNUCLEOTIDE PHOSPHORYLASE OF MYCOBACTERIUM TUBERCULOSIS H37RV
    MALATHI, VG
    SIRSI, M
    MALLER, RK
    RAMAKRISHNAN, T
    INDIAN JOURNAL OF BIOCHEMISTRY, 1964, 1 (02): : 71 - +
  • [10] GLUCOSE DISSIMILATION BY MYCOBACTERIUM TUBERCULOSIS H37RV
    INDIRA, M
    RAMAKRISHNAN, T
    AMERICAN REVIEW OF RESPIRATORY DISEASE, 1963, 88 (04): : 509 - &