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生殖阶段区分了. 中代谢物时间进程的调节。

Reproduction Stage Differentiates the Time-Course Regulation of Metabolites in .

机构信息

Department of Physical and Environmental Science , University of Toronto Scarborough , 1265 Military Trail , Toronto , Ontario M1C 1A4 , Canada.

出版信息

Environ Sci Technol. 2019 Nov 5;53(21):12764-12773. doi: 10.1021/acs.est.9b03762. Epub 2019 Oct 15.

Abstract

is a keystone indicator zooplankton used in environmental quality assessments. Comparative metabolomics, which contrasts small biomolecular regulations under different conditions, has emerged as a sensitive and informative investigation tool for the assessment of environmental stressors on . Baseline metabolomic variation is likely impacted by the asexual reproduction cycle of ; however, the relationship between metabolite concentration regulation and reproduction cycle has not been investigated. This study investigated the time-course regulation of 51 metabolites during different reproduction stages to determine how the reproduction cycle controlled the metabolite profile of . Two-way analysis of variance (ANOVA) results reveal that most metabolites show significantly differentiated concentrations by individual or a combination of reproduction stages and sampling time. On the basis of the partial least-squares-discriminant analysis (PLS-DA) and ANOVA-simultaneous component analysis (ANOVA-SCA), stages 2 and 3 of reproduction show similarity in metabolite abundance regulation compared to stage 1. Metabolites were classified as being either dependent or independent of reproduction in the pairwise concentration correlation based on Pearson correlation coefficients. This study observed that the reproduction stage is an important consideration and potential variable and should be considered carefully when conducting metabolomic experiments using .

摘要

是浮游动物中用于环境质量评估的关键指标。比较代谢组学对比不同条件下的小分子生物调节,已成为评估环境胁迫对浮游动物的敏感和信息丰富的研究工具。基线代谢组学的变化可能受到无性繁殖周期的影响;然而,代谢物浓度调节与繁殖周期之间的关系尚未得到研究。本研究调查了 51 种代谢物在不同繁殖阶段的时间过程调节,以确定繁殖周期如何控制的代谢物谱。双向方差分析(ANOVA)结果表明,大多数代谢物的浓度通过个体或繁殖阶段和采样时间的组合表现出明显的差异。基于偏最小二乘判别分析(PLS-DA)和方差分析-同时成分分析(ANOVA-SCA),与阶段 1 相比,繁殖的阶段 2 和 3 显示出代谢物丰度调节的相似性。基于 Pearson 相关系数,根据成对浓度相关性,将代谢物分类为依赖或不依赖于繁殖。本研究观察到,繁殖阶段是一个重要的考虑因素和潜在变量,在使用进行代谢组学实验时应仔细考虑。

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