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从藻类的系统转录组分析推断的代谢功能的得失。

Gains and losses of metabolic function inferred from a phylotranscriptomic analysis of algae.

机构信息

Yale-NUS College Singapore, 138527, Singapore, Singapore.

Computational and Systems Biology, Genome Institute of Singapore, Singapore, 138672, Singapore.

出版信息

Sci Rep. 2019 Jul 19;9(1):10482. doi: 10.1038/s41598-019-46869-3.

Abstract

Hidden Markov models representing 167 protein sequence families were used to infer the presence or absence of homologs within the transcriptomes of 183 algal species/strains. Statistical analyses of the distribution of HMM hits across major clades of algae, or at branch points on the phylogenetic tree of 98 chlorophytes, confirmed and extended known cases of metabolic loss and gain, most notably the loss of the mevalonate pathway for terpenoid synthesis in green algae but not, as we show here, in the streptophyte algae. Evidence for novel events was found as well, most remarkably in the recurrent and coordinated gain or loss of enzymes for the glyoxylate shunt. We find, as well, a curious pattern of retention (or re-gain) of HMG-CoA synthase in chlorophytes that have otherwise lost the mevalonate pathway, suggesting a novel, co-opted function for this enzyme in select lineages. Finally, we find striking, phylogenetically linked distributions of coding sequences for three pathways that synthesize the major membrane lipid phosphatidylcholine, and a complementary phylogenetic distribution pattern for the non-phospholipid DGTS (diacyl-glyceryl-trimethylhomoserine). Mass spectrometric analysis of lipids from 25 species was used to validate the inference of DGTS synthesis from sequence data.

摘要

使用代表 167 种蛋白质序列家族的隐马尔可夫模型,推断了 183 种藻类物种/菌株的转录组中同源物的存在或缺失。对 HMM 命中在藻类主要类群中的分布进行的统计分析,或在 98 种绿藻的系统发育树上的分支点进行的分析,证实并扩展了已知的代谢损失和获得的情况,尤其是在绿藻中萜类合成的甲羟戊酸途径的丧失,但正如我们在这里所示,在石松类藻类中并非如此。还发现了新事件的证据,最显著的是乙醛酸支路的酶的反复协调获得或丧失。我们还发现,在已经失去甲羟戊酸途径的绿藻中,HMG-CoA 合酶保留(或重新获得)的情况令人好奇,这表明该酶在某些谱系中具有新的、被采用的功能。最后,我们发现了合成主要膜脂磷脂酰胆碱的三个途径的编码序列以及非磷脂 DGTS(二酰基甘油基三甲羟肟酸)的互补系统发育分布模式,这些分布模式具有惊人的、系统发育相关的分布。对 25 种物种的脂质进行质谱分析,用于验证从序列数据推断 DGTS 合成的结果。

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