De novo transcriptome assembly and gene expression analysis of Cnidium officinale under high-temperature conditions.

IF 3.7 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Sohee Shin, Eonyong Han, Hyeju Seong, Yong Il Kim, Inuk Jung, Woosuk Jung
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Abstract

Background: The medicinal plant Cnidium officinale (CO) is widespread in Northeast Asia and vulnerable to heat stress. The naturally occurring composition of pharmacological ingredients of CO results in overall physiological consequences; therefore, it is crucial to have a comprehensive understanding of metabolic response to ambient heat in terms of acclimation to estimate how much CO is exposed to threatening environmental conditions.

Results: Transcriptome analysis is critical for understanding the consequences of long-term physiological adaptation of CO to abiotic stress. However, transcriptome analysis on this species, particularly under prolonged stress conditions, has remained limited. We employed a temperature gradient tunnel (TGT) to subject CO to high-temperature exposure for four months, enabling us to observe the cumulative effects of heat and assess its acclimation mechanisms. In the absence of genome sequencing data, we performed de novo transcriptome assembly and compared DEGs from temperature treatment plots of a TGT and a growth chamber (GC). Since interpreting transcriptomic data can be complex, we employed a sequential analytical approach, including DEG clustering, GO enrichment, KEGG pathway mapping, miRNA-target gene analysis, and multiple rounds of RNA sequencing validation. DEGs were classified into two categories: genes exhibiting significant fold changes and genes showing significant count changes rather than fold changes. Then, we analyzed the functional roles of DEGs to determine which pathways respond to ambient and stressful high temperatures and validated the findings through cross-comparison with GC. Additionally, we conducted miRNA analysis to investigate post-transcriptional regulation under high temperatures. CO grown under higher ambient temperatures exhibited slight upregulation of pathways related to protein stability and turnover, ABA biosynthesis, and energy production, such as photosynthesis and oxidative phosphorylation. However, under extreme heat stress, most metabolic pathways were downregulated except for those involved in transcription, translation, oxidative phosphorylation and the biosynthesis of cutin, suberin, and wax.

Conclusion: This study demonstrated that proper clustering of genes based on expression levels and fold changes in two different experimental conditions, along with pathway mapping, may provide a comprehensive understanding of CO's response to heat stress. These insights could contribute to future research on heat tolerance and crop improvement.

高温条件下蛇爪草从头转录组组装及基因表达分析。
背景:药用植物蛇咬草(Cnidium officinale, CO)广泛分布于东北亚地区,易受热胁迫。天然存在的一氧化碳药理成分组成导致整体生理后果;因此,从适应的角度全面了解代谢对环境热的反应,以估计有多少CO暴露于威胁的环境条件是至关重要的。结果:转录组分析对于理解CO对非生物胁迫的长期生理适应的后果至关重要。然而,对该物种的转录组分析,特别是在长时间的应激条件下,仍然有限。我们采用温度梯度隧道(TGT)对CO进行了为期4个月的高温暴露,使我们能够观察热量的累积效应并评估其驯化机制。在缺乏基因组测序数据的情况下,我们进行了从头转录组组装,并比较了TGT和生长室(GC)温度处理图的deg。由于转录组学数据的解释可能很复杂,我们采用了顺序分析方法,包括DEG聚类、GO富集、KEGG通路定位、mirna靶基因分析和多轮RNA测序验证。deg被分为两类:具有显著折叠变化的基因和具有显著计数变化而非折叠变化的基因。然后,我们分析了deg的功能作用,以确定哪些途径对环境和应激高温作出反应,并通过与GC的交叉比较验证了这些发现。此外,我们进行了miRNA分析,以研究高温下的转录后调控。在较高环境温度下生长的CO表现出与蛋白质稳定性和转换、ABA生物合成和能量生产相关的途径(如光合作用和氧化磷酸化)的轻微上调。然而,在极端热胁迫下,除了转录、翻译、氧化磷酸化和角质素、木质素和蜡质的生物合成外,大多数代谢途径都被下调。结论:本研究表明,在两种不同的实验条件下,基于表达水平和折叠变化对基因进行适当的聚类,并结合途径定位,可以全面了解CO对热应激的反应。这些见解可能有助于未来耐热性和作物改良的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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