A semi-automated genetic screen using genome-wide association analysis identifies modulators of stress-induced sleep in Caenorhabditis elegans.

IF 2.4 3区 生物学 Q3 GENETICS & HEREDITY
Zihao John Li, Helya Honarpisheh, Sreekar Kutagulla, Kerry M LeCure, Jing Liang, David M Raizen, Christopher Fang-Yen
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Abstract

Animals sleep more when they are sick. In C. elegans, stress-induced sleep (SIS) follows cellular injury such as exposure to ultraviolet (UV) light. The genetic regulators of SIS remain incompletely defined. Using robotic automation, high-throughput imaging, and genome-wide association analysis, we performed a semi-automated screen of 940 whole-genome sequenced Million Mutation Project (MMP) strains. We quantified behavioral activity and quiescence before and after ultraviolet (UV) radiation. We applied the Sequence Kernel Association Test (SKAT) to this behavioral data to prioritize a set of associated genes and observed significant enrichment of known SIS genetic regulators. Based on these results, we conducted a candidate validation screen for additional genes regulating SIS. We identified three genes (strd-1, cla-1, and egl-8), mutations in which reproducibly influence SIS. Further exploration of these genes holds potential for enhancing our understanding of the molecular basis of SIS. These findings establish a pipeline for automated behavioral phenotyping coupled with gene-based association to accelerate studies of C. elegans neurogenetics.

使用全基因组关联分析的半自动基因筛选确定了秀丽隐杆线虫应激诱导睡眠的调节因子。
动物生病时睡得更多。在秀丽隐杆线虫中,应激性睡眠(SIS)是在细胞损伤(如暴露于紫外线(UV)光)之后发生的。SIS的遗传调控因子仍未完全确定。利用机器人自动化、高通量成像和全基因组关联分析,我们对940个全基因组测序的百万突变计划(MMP)菌株进行了半自动化筛选。我们量化了紫外线照射前后的行为活动和静止。我们对这些行为数据应用了序列核关联测试(SKAT)来确定一组相关基因的优先级,并观察到已知SIS基因调控因子的显著富集。基于这些结果,我们对其他调节SIS的基因进行了候选验证筛选。我们确定了三种基因(strd-1、cla-1和egl-8)的突变可重复地影响SIS。对这些基因的进一步探索有可能增强我们对SIS分子基础的理解。这些发现为自动行为表型加上基于基因的关联建立了一条管道,以加速秀丽隐杆线虫神经遗传学的研究。
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来源期刊
G3: Genes|Genomes|Genetics
G3: Genes|Genomes|Genetics GENETICS & HEREDITY-
CiteScore
5.10
自引率
3.80%
发文量
305
审稿时长
3-8 weeks
期刊介绍: G3: Genes, Genomes, Genetics provides a forum for the publication of high‐quality foundational research, particularly research that generates useful genetic and genomic information such as genome maps, single gene studies, genome‐wide association and QTL studies, as well as genome reports, mutant screens, and advances in methods and technology. The Editorial Board of G3 believes that rapid dissemination of these data is the necessary foundation for analysis that leads to mechanistic insights. G3, published by the Genetics Society of America, meets the critical and growing need of the genetics community for rapid review and publication of important results in all areas of genetics. G3 offers the opportunity to publish the puzzling finding or to present unpublished results that may not have been submitted for review and publication due to a perceived lack of a potential high-impact finding. G3 has earned the DOAJ Seal, which is a mark of certification for open access journals, awarded by DOAJ to journals that achieve a high level of openness, adhere to Best Practice and high publishing standards.
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