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

Zhiyuan Yang1,2,3, Xi Zeng2,3,4, Stephen Kwok-Wing Tsui5,6,7

  • 1College of Life Information Science & Instrument Engineering, Hangzhou Dianzi University, Hangzhou, 310018, China.

BMC Genomics
|May 23, 2019
PubMed
Abstract

Insights

Researchers identified functions for hypothetical proteins in Mycobacterium tuberculosis (MTB) using SSEalign. This study reveals potential drug targets and virulence factors, advancing tuberculosis research.

Area of Science:

  • Microbiology
  • Genomics
  • Structural Biology

Background:

  • Mycobacterium tuberculosis (MTB) causes significant global mortality.
  • A substantial portion of MTB's encoded proteins remain hypothetical, lacking assigned functions.
  • Understanding these hypothetical proteins is crucial for advancing tuberculosis research.

Purpose of the Study:

  • To assign functions to hypothetical proteins in the MTB genome.
  • To identify potential virulence factors and drug targets within these proteins.
  • To provide a valuable dataset for future MTB studies.

Main Methods:

  • Utilized SSEalign, a novel algorithm leveraging structural information, to assign functions.
  • Applied rigorous criteria to validate the functional annotations.
  • Screened annotated proteins for virulence factors and potential drug targets.

Main Results:

  • Successfully assigned functions to 78% of hypothetical MTB proteins by identifying homologs.
  • Identified 62.2% of annotated proteins as enzymes, with robust validation.
  • Discovered 12 virulence factors, 10 vaccine candidates, and 6 novel drug targets, including Rv0817 and Rv2927c.

Conclusions:

  • The functional annotation of MTB hypothetical proteins provides a valuable resource.
  • The identified proteins offer insights into MTB's biology, including metabolism and host interaction.
  • This work paves the way for developing new therapeutic strategies against tuberculosis.

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