State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Xiangshan Road, Beijing 100091, China.
Key Laboratory of State Forestry Administration on Tropical Forestry Research, Research Institute of Tropical Forestry, Chinese Academy of Forestry, 682 Guangshan Road 1, Guangzhou 510520, China.
Tree Physiol. 2023 Sep 6;43(9):1619-1640. doi: 10.1093/treephys/tpad063.
The mechanisms underlying plant response to drought involve the expression of numerous functional and regulatory genes. Transcriptome sequencing based on the second- and/or third-generation high-throughput sequencing platforms has proven to be powerful for investigating the transcriptional landscape under drought stress. However, the full-length transcriptomes related to drought responses in the important conifer genus Pinus L. remained to be delineated using the third-generation sequencing technology. With the objectives of identifying the candidate genes responsible for drought and/or rehydration and clarifying the expression profile of key genes involved in drought regulation, we combined the third- and second-generation sequencing techniques to perform transcriptome analysis on seedling roots under drought stress and rewatering in the drought-tolerant conifer Pinus massoniana Lamb. A sum of 294,114 unique full-length transcripts were produced with a mean length of 3217 bp and N50 estimate of 5075 bp, including 279,560 and 124,438 unique full-length transcripts being functionally annotated and Gene Ontology enriched, respectively. A total of 4076, 6295 and 18,093 differentially expressed genes (DEGs) were identified in three pair-wise comparisons of drought-treatment versus control transcriptomes, including 2703, 3576 and 8273 upregulated and 1373, 2719 and 9820 downregulated DEGs, respectively. Moreover, 157, 196 and 691 DEGs were identified as transcription factors in the three transcriptome comparisons and grouped into 26, 34 and 44 transcription factor families, respectively. Gene Ontology enrichment analysis revealed that a remarkable number of DEGs were enriched in soluble sugar-related and cell wall-related processes. A subset of 75, 68 and 97 DEGs were annotated to be associated with starch, sucrose and raffinose metabolism, respectively, while 32 and 70 DEGs were associated with suberin and lignin biosynthesis, respectively. Weighted gene co-expression network analysis revealed modules and hub genes closely related to drought and rehydration. This study provides novel insights into root transcriptomic changes in response to drought dynamics in Masson pine and serves as a fundamental work for further molecular investigation on drought tolerance in conifers.
植物响应干旱的机制涉及众多功能和调节基因的表达。基于第二代和/或第三代高通量测序平台的转录组测序已被证明是研究干旱胁迫下转录谱的有力工具。然而,使用第三代测序技术,仍需要描绘与干旱反应相关的重要针叶树属松属的全长转录组。本研究的目的是鉴定与干旱和/或复水相关的候选基因,并阐明参与干旱调控的关键基因的表达谱,我们结合第三代和第二代测序技术,对耐旱针叶树马尾松幼苗根在干旱胁迫和复水条件下进行转录组分析。共产生了 294114 条独特的全长转录本,平均长度为 3217bp,N50 估计为 5075bp,其中 279560 和 124438 条独特全长转录本分别具有功能注释和基因本体富集。在三个两两比较中,干旱处理与对照转录组之间共鉴定出 4076、6295 和 18093 个差异表达基因(DEGs),其中分别有 2703、3576 和 8273 个上调基因和 1373、2719 和 9820 个下调基因。此外,在三个转录组比较中,分别有 157、196 和 691 个 DEGs 被鉴定为转录因子,并分别分为 26、34 和 44 个转录因子家族。基因本体富集分析表明,大量的 DEGs 富集在可溶性糖相关和细胞壁相关过程中。一组 75、68 和 97 个 DEGs 分别注释为与淀粉、蔗糖和棉子糖代谢相关,而 32 和 70 个 DEGs 分别与角质素和木质素生物合成相关。加权基因共表达网络分析揭示了与干旱和复水密切相关的模块和枢纽基因。本研究为马尾松根对干旱动态的转录组变化提供了新的见解,并为进一步研究针叶树的耐旱性提供了基础。