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CAPRIB:一个用于研究氨基酸变化和选择以探索属内进化的用户友好型工具。

CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution.

机构信息

Institut national de la recherche scientifique, Centre Armand-Frappier Santé Biotechnologie, Bacterial Symbionts Evolution, Laval, Québec, Canada.

出版信息

BMC Genomics. 2020 Nov 26;21(1):832. doi: 10.1186/s12864-020-07232-3.

Abstract

BACKGROUND

The evolution of bacteria is shaped by different mechanisms such as mutation, gene deletion, duplication, or insertion of foreign DNA among others. These genetic changes can accumulate in the descendants as a result of natural selection. Using phylogeny and genome comparisons, evolutionary paths can be somehow retraced, with recent events being much easier to detect than older ones. For this reason, multiple tools are available to study the evolutionary events within genomes of single species, such as gene composition alterations, or subtler mutations such as SNPs. However, these tools are generally designed to compare similar genomes and require advanced skills in bioinformatics. We present CAPRIB, a unique tool developed in Java that allows to determine the amino acid changes, at the genus level, that correlate with phenotypic differences between two groups of organisms.

RESULTS

CAPRIB has a user-friendly graphical interface and uses databases in SQL, making it easy to compare several genomes without the need for programming or thorough knowledge in bioinformatics. This intuitive software narrows down a list of amino acid changes that are concomitant with a given phenotypic divergence at the genus scale. Each permutation found by our software is associated with two already described statistical values that indicate its potential impact on the protein's function, helping the user decide which promising candidates to further investigate. We show that CAPRIB is able to detect already known mutations and uncovers many more, and that this tool can be used to question molecular phylogeny. Finally, we exemplify the utility of CAPRIB by pinpointing amino acid changes that coincided with the emergence of slow-growing mycobacteria from their fast-growing counterparts. The software is freely available at https://github.com/BactSymEvol/Caprib .

CONCLUSIONS

CAPRIB is a new bioinformatics software aiming to make genus-scale comparisons accessible to all. With its intuitive graphical interface, this tool identifies key amino acid changes concomitant with a phenotypic divergence. By comparing fast and slow-growing mycobacteria, we shed light on evolutionary hotspots, such as the cytokinin pathway, that are interesting candidates for further experimentations.

摘要

背景

细菌的进化是由多种机制塑造的,如突变、基因缺失、重复或插入外源 DNA 等。这些遗传变化可以通过自然选择在后代中积累。通过系统发育和基因组比较,可以追溯进化路径,最近的事件比更早的事件更容易检测。出于这个原因,有多种工具可用于研究单个物种基因组内的进化事件,例如基因组成的改变,或更细微的突变,如单核苷酸多态性。然而,这些工具通常设计用于比较相似的基因组,并且需要生物信息学方面的高级技能。我们介绍了 CAPRIB,这是一种用 Java 开发的独特工具,允许确定与两组生物体之间表型差异相关的属水平上的氨基酸变化。

结果

CAPRIB 具有用户友好的图形界面,并使用 SQL 数据库,使得无需编程或深入的生物信息学知识即可轻松比较多个基因组。这个直观的软件缩小了与给定表型分歧相关的氨基酸变化列表,这些变化发生在属的规模上。我们的软件发现的每种排列都与两个已经描述的统计值相关联,这些值表明其对蛋白质功能的潜在影响,这有助于用户决定进一步研究哪些有前途的候选物。我们表明,CAPRIB 能够检测到已经已知的突变,并揭示了更多的突变,并且该工具可用于质疑分子系统发育。最后,我们通过指出与慢生长分枝杆菌从其快速生长对应物中出现相吻合的氨基酸变化,举例说明了 CAPRIB 的实用性。该软件可免费在 https://github.com/BactSymEvol/Caprib 上获得。

结论

CAPRIB 是一种新的生物信息学软件,旨在使属级别的比较为所有人所接受。通过其直观的图形界面,该工具可识别与表型分歧相关的关键氨基酸变化。通过比较快速和慢速生长的分枝杆菌,我们揭示了进化热点,如细胞分裂素途径,这些是进一步实验的有趣候选物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d4c/7690079/6c5497ba7abc/12864_2020_7232_Fig1_HTML.jpg

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