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通过计算机模拟评估次生代谢中细菌酶的招募和功能谱。

Assessing in silico the recruitment and functional spectrum of bacterial enzymes from secondary metabolism.

作者信息

Veprinskiy Valery, Heizinger Leonhard, Plach Maximilian G, Merkl Rainer

机构信息

Faculty of Mathematics and Computer Science, University of Hagen, D-58084, Hagen, Germany.

Institute of Biophysics and Physical Biochemistry, University of Regensburg, D-93040, Regensburg, Germany.

出版信息

BMC Evol Biol. 2017 Jan 26;17(1):36. doi: 10.1186/s12862-017-0886-2.

Abstract

BACKGROUND

Microbes, plants, and fungi synthesize an enormous number of metabolites exhibiting rich chemical diversity. For a high-level classification, metabolism is subdivided into primary (PM) and secondary (SM) metabolism. SM products are often not essential for survival of the organism and it is generally assumed that SM enzymes stem from PM homologs.

RESULTS

We wanted to assess evolutionary relationships and function of bona fide bacterial PM and SM enzymes. Thus, we analyzed the content of 1010 biosynthetic gene clusters (BGCs) from the MIBiG dataset; the encoded bacterial enzymes served as representatives of SM. The content of 15 bacterial genomes known not to harbor BGCs served as a representation of PM. Enzymes were categorized on their EC number and for these enzyme functions, frequencies were determined. The comparison of PM/SM frequencies indicates a certain preference for hydrolases (EC class 3) and ligases (EC class 6) in PM and of oxidoreductases (EC class 1) and lyases (EC class 4) in SM. Based on BLAST searches, we determined pairs of PM/SM homologs and their functional diversity. Oxidoreductases, transferases (EC class 2), lyases and isomerases (EC class 5) form a tightly interlinked network indicating that many protein folds can accommodate different functions in PM and SM. In contrast, the functional diversity of hydrolases and especially ligases is significantly limited in PM and SM. For the most direct comparison of PM/SM homologs, we restricted for each BGC the search to the content of the genome it comes from. For each homologous hit, the contribution of the genomic neighborhood to metabolic pathways was summarized in BGC-specific html-pages that are interlinked with KEGG; this dataset can be downloaded from https://www.bioinf.ur.de .

CONCLUSIONS

Only few reaction chemistries are overrepresented in bacterial SM and at least 55% of the enzymatic functions present in BGCs possess PM homologs. Many SM enzymes arose in PM and Nature utilized the evolvability of enzymes similarly to establish novel functions both in PM and SM. Future work aimed at the elucidation of evolutionary routes that have interconverted a PM enzyme into an SM homolog can profit from our BGC-specific annotations.

摘要

背景

微生物、植物和真菌能合成大量具有丰富化学多样性的代谢产物。为了进行高层次分类,新陈代谢被细分为初级代谢(PM)和次级代谢(SM)。次级代谢产物通常对生物体的生存并非必不可少,一般认为次级代谢酶源于初级代谢的同源物。

结果

我们想要评估真正的细菌初级代谢和次级代谢酶的进化关系及功能。因此,我们分析了来自MIBiG数据集的1010个生物合成基因簇(BGC)的内容;编码的细菌酶作为次级代谢的代表。15个已知不含生物合成基因簇的细菌基因组的内容作为初级代谢的代表。根据酶的EC编号对酶进行分类,并确定这些酶功能的频率。初级代谢/次级代谢频率的比较表明,初级代谢中水解酶(EC 3类)和连接酶(EC 6类)有一定偏好,次级代谢中氧化还原酶(EC 1类)和裂合酶(EC 4类)有一定偏好。基于BLAST搜索,我们确定了初级代谢/次级代谢同源物对及其功能多样性。氧化还原酶、转移酶(EC 2类)、裂合酶和异构酶(EC 5类)形成了一个紧密相连的网络,这表明许多蛋白质折叠可以在初级代谢和次级代谢中适应不同功能。相比之下,水解酶尤其是连接酶在初级代谢和次级代谢中的功能多样性明显受限。为了对初级代谢/次级代谢同源物进行最直接的比较,我们将每个生物合成基因簇的搜索限制在其所在基因组的内容。对于每个同源匹配,基因组邻域对代谢途径的贡献在与KEGG相互链接的特定生物合成基因簇的html页面中进行了总结;该数据集可从https://www.bioinf.ur.de下载。

结论

在细菌次级代谢中,只有少数反应化学类型占优势,生物合成基因簇中至少55%的酶功能存在初级代谢同源物。许多次级代谢酶起源于初级代谢,自然界利用酶的可进化性以类似方式在初级代谢和次级代谢中建立新功能。未来旨在阐明将初级代谢酶转化为次级代谢同源物的进化途径的工作可以从我们特定生物合成基因簇的注释中受益。

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