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比较基因组分析揭示了快速生长和缓慢生长之间的差异基因组特征和特色基因。

Comparative genomic analysis reveals differential genomic characteristics and featured genes between rapid- and slow-growing .

作者信息

Zhang Menglu, Wang Peihan, Li Cuidan, Segev Ofir, Wang Jie, Wang Xiaotong, Yue Liya, Jiang Xiaoyuan, Sheng Yongjie, Levy Asaf, Jiang Chunlai, Chen Fei

机构信息

National Engineering Laboratory for AIDS Vaccine, School of Life Science, Jilin University, Changchun, China.

CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, China.

出版信息

Front Microbiol. 2023 Sep 21;14:1243371. doi: 10.3389/fmicb.2023.1243371. eCollection 2023.

Abstract

INTRODUCTION

(NTM) is a major category of environmental bacteria in nature that can be divided into rapidly growing (RGM) and slowly growing (SGM) based on their distinct growth rates. To explore differential molecular mechanisms between RGM and SGM is crucial to understand their survival state, environmental/host adaptation and pathogenicity. Comparative genomic analysis provides a powerful tool for deeply investigating differential molecular mechanisms between them. However, large-scale comparative genomic analysis between RGM and SGM is still uncovered.

METHODS

In this study, we screened 335 high-quality, non-redundant NTM genome sequences covering 187 species from 3,478 online NTM genomes, and then performed a comprehensive comparative genomic analysis to identify differential genomic characteristics and featured genes/protein domains between RGM and SGM.

RESULTS

Our findings reveal that RGM has a larger genome size, more genes, lower GC content, and more featured genes/protein domains in metabolism of some main substances (e.g. carbohydrates, amino acids, nucleotides, ions, and coenzymes), energy metabolism, signal transduction, replication, transcription, and translation processes, which are essential for its rapid growth requirements. On the other hand, SGM has a smaller genome size, fewer genes, higher GC content, and more featured genes/protein domains in lipid and secondary metabolite metabolisms and cellular defense mechanisms, which help enhance its genome stability and environmental adaptability. Additionally, orthogroup analysis revealed the important roles of bacterial division and bacteriophage associated genes in RGM and secretion system related genes for better environmental adaptation in SGM. Notably, PCoA analysis of the top 20 genes/protein domains showed precision classification between RGM and SGM, indicating the credibility of our screening/classification strategies.

DISCUSSION

Overall, our findings shed light on differential underlying molecular mechanisms in survival state, adaptation and pathogenicity between RGM and SGM, show the potential for our comparative genomic pipeline to investigate differential genes/protein domains at whole genomic level across different bacterial species on a large scale, and provide an important reference and improved understanding of NTM.

摘要

引言

非结核分枝杆菌(NTM)是自然界中一类主要的环境细菌,根据其不同的生长速率可分为快速生长型(RGM)和缓慢生长型(SGM)。探索RGM和SGM之间的差异分子机制对于理解它们的生存状态、环境/宿主适应性及致病性至关重要。比较基因组分析为深入研究它们之间的差异分子机制提供了有力工具。然而,RGM和SGM之间大规模的比较基因组分析仍未开展。

方法

在本研究中,我们从3478个在线NTM基因组中筛选出335个高质量、无冗余的NTM基因组序列,涵盖187个物种,然后进行全面的比较基因组分析,以确定RGM和SGM之间的差异基因组特征以及特色基因/蛋白质结构域。

结果

我们的研究结果表明,RGM具有更大的基因组大小、更多的基因、更低的GC含量,以及在一些主要物质(如碳水化合物、氨基酸、核苷酸、离子和辅酶)代谢、能量代谢、信号转导、复制、转录和翻译过程中有更多的特色基因/蛋白质结构域,这些对于其快速生长需求至关重要。另一方面,SGM具有较小的基因组大小、较少的基因、较高的GC含量,以及在脂质和次生代谢物代谢及细胞防御机制方面有更多的特色基因/蛋白质结构域,这有助于增强其基因组稳定性和环境适应性。此外,直系同源组分析揭示了细菌分裂和噬菌体相关基因在RGM中的重要作用,以及分泌系统相关基因在SGM中对更好的环境适应性的重要作用。值得注意的是,对前20个基因/蛋白质结构域的主坐标分析(PCoA)显示了RGM和SGM之间的精确分类,表明我们的筛选/分类策略的可信度。

讨论

总体而言,我们的研究结果揭示了RGM和SGM在生存状态、适应性和致病性方面潜在的差异分子机制,展示了我们的比较基因组流程在大规模跨不同细菌物种的全基因组水平上研究差异基因/蛋白质结构域的潜力,并为NTM提供了重要参考和更深入的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2092/10551460/a0d65bd6207b/fmicb-14-1243371-g001.jpg

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