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利用 Illumina/Solexa 对低温驯化过程中的荒漠灌木——柠条进行从头测序和转录组分析。

De novo sequencing and transcriptome analysis of the desert shrub, Ammopiptanthus mongolicus, during cold acclimation using Illumina/Solexa.

出版信息

BMC Genomics. 2013 Jul 18;14:488. doi: 10.1186/1471-2164-14-488.

Abstract

BACKGROUND

Ammopiptanthus mongolicus (Maxim. ex Kom.) Cheng f., an evergreen broadleaf legume shrub, is distributed in Mid-Asia where the temperature can be as low as -30°C during the winter. Although A. mongolicus is an ideal model to study the plant response to cold stress, insufficient genomic resources for this species are available in public databases. To identify genes involved in cold acclimation (a phenomenon experienced by plants after low temperature stress), a high-throughput sequencing technology was applied.

RESULTS

We sequenced cold-treated and control (untreated) samples of A. mongolicus, and obtained 65,075,656 and 67,287,120 high quality reads, respectively. After de novo assembly and quantitative assessment, 82795 all-unigenes were finally generated with an average length of 816 bp. We then obtained functional annotations by aligning all-unigenes with public protein databases including NR, SwissProt, KEGG and COG. Differentially expressed genes (DEGs) were investigated using the RPKM method. Overall, 9309 up-regulated genes and 23419 down-regulated genes were identified. To increase our understanding of these DEGs, we performed GO enrichment and metabolic pathway enrichment analyses. Based on these results, a series of candidate genes involved in cold responsive pathways were selected and discussed. Moreover, we analyzed transcription factors, and found 720 of them are differentially expressed. Finally, 20 of the candidate genes that were up-regulated and known to be associated with cold stress were examined using qRT-PCR.

CONCLUSIONS

In this study, we identified a large set of cDNA unigenes from A. mongolicus. This is the first transcriptome sequencing of this non-model species under cold-acclimation using Illumina/Solexa, a next-generation sequencing technology. We sequenced cold-treated and control (untreated) samples of A. mongolicus and obtained large numbers of unigenes annotated to public databases. Studies of differentially expressed genes involved in cold-related metabolic pathways and transcription factors facilitate the discovery of cold-resistance genes.

摘要

背景

沙冬青(Ammopiptanthus mongolicus (Maxim. ex Kom.) Cheng f.)是一种常绿阔叶豆科灌木,分布于中亚地区,冬季温度可低至-30°C。尽管沙冬青是研究植物对低温胁迫响应的理想模式植物,但该物种在公共数据库中的基因组资源有限。为了鉴定参与冷驯化(植物在低温胁迫后经历的现象)的基因,我们应用了高通量测序技术。

结果

我们对低温处理和对照(未处理)的沙冬青样本进行了测序,分别获得了 65,075,656 和 67,287,120 条高质量reads。经过从头组装和定量评估,最终生成了 82795 个全长基因,平均长度为 816 bp。然后,我们通过将全长基因与包括 NR、SwissProt、KEGG 和 COG 在内的公共蛋白质数据库进行比对,获得了功能注释。使用 RPKM 方法研究差异表达基因(DEGs)。总的来说,鉴定出 9309 个上调基因和 23419 个下调基因。为了增加对这些 DEGs 的理解,我们进行了 GO 富集和代谢途径富集分析。基于这些结果,选择并讨论了一系列参与冷响应途径的候选基因。此外,我们分析了转录因子,发现有 720 个转录因子差异表达。最后,我们使用 qRT-PCR 检测了 20 个上调且已知与冷胁迫相关的候选基因。

结论

本研究从沙冬青中鉴定出了一大组 cDNA 基因。这是首次使用 Illumina/Solexa 高通量测序技术对该非模式物种进行冷驯化的转录组测序。我们对低温处理和对照(未处理)的沙冬青样本进行了测序,获得了大量注释到公共数据库的基因。对参与冷相关代谢途径和转录因子的差异表达基因的研究有助于发现抗寒基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c015/3728141/aeaf9b4d55d8/1471-2164-14-488-1.jpg

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