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栽培甘薯(Ipomoea batatas [L.] Lam)及其野生祖先(Ipomoea trifida [Kunth] G. Don)根系转录组的比较分析。

Comparative analysis of the root transcriptomes of cultivated sweetpotato (Ipomoea batatas [L.] Lam) and its wild ancestor (Ipomoea trifida [Kunth] G. Don).

作者信息

Ponniah Sathish K, Thimmapuram Jyothi, Bhide Ketaki, Kalavacharla Venu Kal, Manoharan Muthusamy

机构信息

Department of Agriculture, University of Arkansas at Pine Bluff, Pine Bluff, Arkansas, USA.

Bioinformatics Core, Purdue University, West Lafayette, Indiana, USA.

出版信息

BMC Plant Biol. 2017 Jan 13;17(1):9. doi: 10.1186/s12870-016-0950-x.

Abstract

BACKGROUND

The complex process of formation of storage roots (SRs) from adventitious roots affects sweetpotato yield. Identifying the genes that are uniquely expressed in the SR forming cultivated species, Ipomoea batatas (Ib), and its immediate ancestral species, Ipomoea trifida (It), which does not form SRs, may provide insights into the molecular mechanisms underlying SR formation in sweetpotato.

RESULTS

Illumina paired-end sequencing generated ~208 and ~200 million reads for Ib and It, respectively. Trinity assembly of the reads resulted in 98,317 transcripts for Ib and 275,044 for It, after post-assembly removal of trans-chimeras. From these sequences, we identified 4,865 orthologous genes in both Ib and It, 60 paralogous genes in Ib and 2,286 paralogous genes in It. Among paralogous gene sets, transcripts encoding the transcription factor RKD, which may have a role in nitrogen regulation and starch formation, and rhamnogalacturonate lyase (RGL) family proteins, which produce the precursors of cell wall polysaccharides, were found only in Ib. In addition, transcripts encoding a K efflux antiporter (KEA5) and the ERECTA protein kinase, which function in phytohormonal regulation and root proliferation, respectively, were also found only in Ib. qRT-PCR indicated that starch and sucrose metabolism genes, such as those encoding ADP-glucose pyrophosphorylase and beta-amylase, showed lower expression in It than Ib, whereas lignin genes such as caffeoyl-CoA O-methyltransferase (CoMT) and cinnamyl alcohol dehydrogenase (CAD) showed higher expression in It than Ib. A total of 7,067 and 9,650 unique microsatellite markers, 1,037,396 and 495,931 single nucleotide polymorphisms (SNPs) and 103,439 and 69,194 InDels in Ib and It, respectively, were also identified from this study.

CONCLUSION

The detection of genes involved in the biosynthesis of RGL family proteins, the transcription factor RKD, and genes encoding a K efflux antiporter (KEA5) and the ERECTA protein kinase only in I. batatas indicate that these genes may have important functions in SR formation in sweetpotato. Potential molecular markers (SNPs, simple sequence repeats and InDels) and sequences identified in this study may represent a valuable resource for sweetpotato gene annotation and may serve as important tools for improving SR formation in sweetpotato through breeding.

摘要

背景

不定根形成贮藏根的复杂过程影响甘薯产量。鉴定在形成贮藏根的栽培种甘薯(Ipomoea batatas,Ib)及其不形成贮藏根的直接祖先种三浅裂野牵牛(Ipomoea trifida,It)中特异性表达的基因,可能有助于深入了解甘薯贮藏根形成的分子机制。

结果

Illumina双末端测序分别为Ib和It产生了约2.08亿和2.00亿条 reads。对这些reads进行Trinity组装,在去除组装后的反式嵌合体后,Ib得到98317个转录本,It得到275044个转录本。从这些序列中,我们在Ib和It中鉴定出4865个直系同源基因,Ib中有60个旁系同源基因,It中有2286个旁系同源基因。在旁系同源基因集中,仅在Ib中发现了编码可能参与氮调节和淀粉形成的转录因子RKD以及产生细胞壁多糖前体的鼠李糖半乳糖醛酸裂解酶(RGL)家族蛋白的转录本。此外,分别在植物激素调节和根增殖中起作用的编码钾外流反向转运蛋白(KEA5)和ERECTA蛋白激酶的转录本也仅在Ib中发现。qRT-PCR表明,淀粉和蔗糖代谢基因,如编码ADP-葡萄糖焦磷酸化酶和β-淀粉酶的基因,在It中的表达低于Ib,而木质素基因,如咖啡酰辅酶A O-甲基转移酶(CoMT)和肉桂醇脱氢酶(CAD)在It中的表达高于Ib。本研究还分别在Ib和It中鉴定出7067个和9650个独特的微卫星标记、1037396个和495931个单核苷酸多态性(SNP)以及103439个和69194个插入缺失。

结论

仅在甘薯中检测到参与RGL家族蛋白生物合成的基因、转录因子RKD以及编码钾外流反向转运蛋白(KEA5)和ERECTA蛋白激酶的基因,表明这些基因可能在甘薯贮藏根形成中具有重要功能。本研究中鉴定的潜在分子标记(SNP、简单序列重复和插入缺失)和序列可能是甘薯基因注释的宝贵资源,并可作为通过育种改善甘薯贮藏根形成的重要工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5c45/5234144/630503aa3f95/12870_2016_950_Fig1_HTML.jpg

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