De novo assembly and comparative transcriptome analysis of contrasting pearl millet (Pennisetum glaucum L.) genotypes under terminal drought stress using illumina sequencing

被引:11
作者
Shivhare, Radha [1 ,2 ]
Lakhwani, Deepika [1 ]
Asif, Mehar H. [1 ,2 ]
Chauhan, Puneet S. [1 ,2 ]
Lata, Charu [1 ,2 ,3 ]
机构
[1] Natl Bot Res Inst, CSIR, Rana Pratap Marg, Lucknow 226001, Uttar Pradesh, India
[2] Acad Sci & Innovat Res AcSIR, Ghaziabad 201002, India
[3] Natl Inst Sci Commun & Informat Resources, CSIR, 14 Satsang Vihar Marg, New Delhi 110067, India
来源
NUCLEUS-INDIA | 2020年 / 63卷 / 03期
关键词
Comparative transcriptome; De novo assembly; Pearl millet; Terminal drought; TOLERANCE; GENE; IDENTIFICATION; MECHANISMS; YIELD; TOOL;
D O I
10.1007/s13237-020-00324-1
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Pearl millet (Pennisetum glaucumL.) is one of the most important small-grained annual cereal crops grown in the arid and semi-arid regions of India and Africa, where terminal drought is a major constraint for its productivity. Terminal drought stress is more damaging to pearl millet than drought at vegetative stage as 50% or more reduction in yield may incur. However, a pearl millet genotype, PRLT2/89-33, parent of a mapping population is tolerant to terminal drought stress. With the aim to understand the molecular mechanism underlying terminal drought tolerance in this naturally drought tolerant crop, we examined the leaf transcriptome of contrasting pearl millet genotypes namely, PRLT2/89-33 and H77/833-2 differing for terminal drought tolerance using illumina Miseq sequencing platform. In this study, 40,880 genes were found to be differentially expressed and 8273 unigenes showed significant similarities to known sequences in NCBI non-redundant (nr) database and were classified into 189 Gene Ontology and 24 Clusters of Orthologous Group terms for both the genotypes. Expression profiling of 13 randomly selected transcripts was done to validate the RNA-Seq data. The study revealed that the genes for phytohormones biosynthesis, secondary metabolites and abiotic stress related transcription factors were more expressed in PRLT2/89-33, throwing insights into the molecular basis of its terminal drought tolerance. The study also supported that Illumina Miseq Platform is a powerful tool for transcriptome analysis and molecular-marker development in economically important non-model crop species, particularly those with large and complex genomes.
引用
收藏
页码:341 / 352
页数:12
相关论文
共 50 条
[21]   The Complete Chloroplast Genome of Pearl Millet (Pennisetum glaucum (L.) R. Br.) and Comparative Analysis within the Family Poaceae [J].
Raveendar, S. ;
Lee, G. A. ;
Lee, K. J. ;
Shin, M. J. ;
Lee, J. R. ;
Lee, S. Y. ;
Cho, G. T. ;
Ma, K. H. ;
Chung, J. W. .
CEREAL RESEARCH COMMUNICATIONS, 2019, 47 (01) :1-10
[22]   Population genomics of pearl millet (Pennisetum glaucum (L.) R. Br.): Comparative analysis of global accessions and Senegalese landraces [J].
Hu, Zhenbin ;
Mbacke, Bassirou ;
Perumal, Ramasamy ;
Gueye, Mame Codou ;
Sy, Ousmane ;
Bouchet, Sophie ;
Prasad, P. V. Vara ;
Morris, Geoffrey P. .
BMC GENOMICS, 2015, 16
[23]   The Complete Chloroplast Genome of Pearl Millet (Pennisetum glaucum (L.) R. Br.) and Comparative Analysis within the Family Poaceae [J].
S. Raveendar ;
G. A. Lee ;
K. J. Lee ;
M. J. Shin ;
J. R. Lee ;
S. Y. Lee ;
G. T. Cho ;
K. H. Ma ;
J. W. Chung .
Cereal Research Communications, 2019, 47 :1-10
[24]   De novo transcriptome sequencing of Acer palmatum and comprehensive analysis of differentially expressed genes under salt stress in two contrasting genotypes [J].
Rong, Liping ;
Li, Qianzhong ;
Li, Shushun ;
Tang, Ling ;
Wen, Jing .
MOLECULAR GENETICS AND GENOMICS, 2016, 291 (02) :575-586
[25]   Comparative transcriptome analysis of B. oleracea L. var. italica and B. macrocarpa Guss. genotypes under drought stress: de novo vs reference genome assembly [J].
Privitera, Grete Francesca ;
Treccarichi, Simone ;
Nicotra, Roberta ;
Branca, Ferdinando ;
Pulvirenti, Alfredo ;
Piero, Angela Roberta Lo ;
Sicilia, Angelo .
PLANT STRESS, 2024, 14
[26]   Construction of a genetic map for pearl millet, Pennisetum glaucum (L.) R. Br., using a genotyping-by-sequencing (GBS) approach [J].
Moumouni, K. H. ;
Kountche, B. A. ;
Jean, M. ;
Hash, C. T. ;
Vigouroux, Y. ;
Haussmann, B. I. G. ;
Belzile, F. .
MOLECULAR BREEDING, 2015, 35 (01)
[27]   Construction of a genetic map for pearl millet, Pennisetum glaucum (L.) R. Br., using a genotyping-by-sequencing (GBS) approach [J].
K. H. Moumouni ;
B. A. Kountche ;
M. Jean ;
C. T. Hash ;
Y. Vigouroux ;
B. I. G. Haussmann ;
F. Belzile .
Molecular Breeding, 2015, 35
[28]   De novo transcriptome analysis of an imminent biofuel crop, Camelina sativa L. using Illumina GAIIX sequencing platform and identification of SSR markers [J].
Mudalkar, Shalini ;
Golla, Ramesh ;
Ghatty, Sreenivas ;
Reddy, Attipalli Ramachandra .
PLANT MOLECULAR BIOLOGY, 2014, 84 (1-2) :159-171
[29]   De novo transcriptome analyses reveal multiple metabolic pathways for L-ascorbic acid biosynthesis under drought stress in Pugionium cornutum (L.) Gaertn [J].
Yang, Zhongren ;
Zhang, Xiaoyan ;
Zhang, Fenglan ;
Hao, Lizhen ;
Pang, Jie .
JOURNAL OF PLANT BIOCHEMISTRY AND BIOTECHNOLOGY, 2021, 31 (4) :765-776
[30]   Terminal drought-tolerant pearl millet [Pennisetum glaucum (L.) R. Br.] have high leaf ABA and limit transpiration at high vapour pressure deficit [J].
Kholova, Jana ;
Hash, C. T. ;
Kumar, P. Lava ;
Yadav, Rattan S. ;
Kocova, Marie ;
Vadez, Vincent .
JOURNAL OF EXPERIMENTAL BOTANY, 2010, 61 (05) :1431-1440