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从模式生物到进化上相距甚远的非模式生物的知识转移:珊瑚虫 Pocillopora damicornis 的膜信号受体组。

Transfer of knowledge from model organisms to evolutionarily distant non-model organisms: The coral Pocillopora damicornis membrane signaling receptome.

机构信息

Department of Chemistry, Colorado School of Mines, Golden, CO, United States of America.

MIT Computer Science & Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, United States of America.

出版信息

PLoS One. 2023 Feb 3;18(2):e0270965. doi: 10.1371/journal.pone.0270965. eCollection 2023.

Abstract

With the ease of gene sequencing and the technology available to study and manipulate non-model organisms, the extension of the methodological toolbox required to translate our understanding of model organisms to non-model organisms has become an urgent problem. For example, mining of large coral and their symbiont sequence data is a challenge, but also provides an opportunity for understanding functionality and evolution of these and other non-model organisms. Much more information than for any other eukaryotic species is available for humans, especially related to signal transduction and diseases. However, the coral cnidarian host and human have diverged over 700 million years ago and homologies between proteins in the two species are therefore often in the gray zone, or at least often undetectable with traditional BLAST searches. We introduce a two-stage approach to identifying putative coral homologues of human proteins. First, through remote homology detection using Hidden Markov Models, we identify candidate human homologues in the cnidarian genome. However, for many proteins, the human genome alone contains multiple family members with similar or even more divergence in sequence. In the second stage, therefore, we filter the remote homology results based on the functional and structural plausibility of each coral candidate, shortlisting the coral proteins likely to have conserved some of the functions of the human proteins. We demonstrate our approach with a pipeline for mapping membrane receptors in humans to membrane receptors in corals, with specific focus on the stony coral, P. damicornis. More than 1000 human membrane receptors mapped to 335 coral receptors, including 151 G protein coupled receptors (GPCRs). To validate specific sub-families, we chose opsin proteins, representative GPCRs that confer light sensitivity, and Toll-like receptors, representative non-GPCRs, which function in the immune response, and their ability to communicate with microorganisms. Through detailed structure-function analysis of their ligand-binding pockets and downstream signaling cascades, we selected those candidate remote homologues likely to carry out related functions in the corals. This pipeline may prove generally useful for other non-model organisms, such as to support the growing field of synthetic biology.

摘要

随着基因测序变得更加容易,以及研究和操纵非模式生物的技术不断发展,将我们对模式生物的理解扩展到非模式生物的方法工具箱的扩展已经成为一个紧迫的问题。例如,挖掘大型珊瑚及其共生体的序列数据是一个挑战,但也为理解这些和其他非模式生物的功能和进化提供了机会。与任何其他真核生物相比,人类拥有更多的信息,特别是与信号转导和疾病相关的信息。然而,珊瑚刺胞动物宿主和人类在 7 亿多年前就已经分化,因此这两个物种的蛋白质之间的同源性通常处于灰色地带,或者至少用传统的 BLAST 搜索通常无法检测到。我们介绍了一种两步法来识别人类蛋白的珊瑚假定同源物。首先,通过使用隐马尔可夫模型进行远程同源检测,我们在刺胞动物基因组中识别出候选人类同源物。然而,对于许多蛋白质,人类基因组本身就包含多个具有相似甚至更多序列差异的家族成员。因此,在第二阶段,我们根据每个珊瑚候选物的功能和结构合理性来过滤远程同源性结果,从而筛选出可能保留了一些人类蛋白功能的珊瑚蛋白。我们用一个将人类膜受体映射到珊瑚膜受体的管道来演示我们的方法,特别关注石珊瑚,P. damicornis。超过 1000 个人类膜受体映射到 335 个珊瑚受体,包括 151 个 G 蛋白偶联受体(GPCR)。为了验证特定的亚家族,我们选择了视蛋白蛋白,代表性的赋予光敏感性的 GPCR,以及 Toll 样受体,代表性的非 GPCR,它们在免疫反应中起作用,以及它们与微生物交流的能力。通过对其配体结合口袋和下游信号级联的详细结构功能分析,我们选择了那些在珊瑚中可能具有相关功能的候选远程同源物。该管道可能对其他非模式生物普遍有用,例如支持日益发展的合成生物学领域。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d7cc/9897584/0b1944b2bd5a/pone.0270965.g001.jpg

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