Identification of putative QTLs for seedling stage phosphorus starvation response in finger millet (Eleusine coracana L. Gaertn.) by association mapping and cross species synteny analysis

被引:35
作者
Ramakrishnan, M. [1 ]
Ceasar, S. Antony [1 ,2 ,3 ]
Vinod, K. K. [4 ]
Duraipandiyan, V. [1 ,5 ]
Krishna, T. P. Ajeesh [1 ]
Upadhyaya, Hari D. [6 ]
Al-Dhabi, N. A. [5 ]
Ignacimuthu, S. [1 ,7 ]
机构
[1] Loyola Coll, Entomol Res Inst, Div Plant Biotechnol, Madras, Tamil Nadu, India
[2] Univ Leeds, Fac Biol Sci, Ctr Plant Sci, Leeds, W Yorkshire, England
[3] Univ Leeds, Fac Biol Sci, Sch Mol & Cellular Biol, Leeds, W Yorkshire, England
[4] ICAR Res Complex, Indian Agr Res Inst, Rice Breeding & Genet Res Ctr, Aduthurai, Tamil Nadu, India
[5] King Saud Univ, Dept Bot & Microbiol, Coll Sci, Addiriyah Chair Environm Studies, Riyadh, Saudi Arabia
[6] Int Crops Res Inst Semi Arid Trop, Patancheru, Telangana, India
[7] King Saud Univ, ISPP, Vice Rectorate Grad Studies & Res 19, Riyadh, Saudi Arabia
来源
PLOS ONE | 2017年 / 12卷 / 08期
关键词
ZEA-MAYS L; ROOT HAIR LENGTH; ORYZA-SATIVA L; TRANSCRIPTION FACTOR; POPULATION-STRUCTURE; DEFICIENCY TOLERANCE; ARABIDOPSIS-THALIANA; GENETIC-ANALYSIS; PHOSPHATE STARVATION; COMPARATIVE GENOMICS;
D O I
10.1371/journal.pone.0183261
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A germplasm assembly of 128 finger millet genotypes from 18 countries was evaluated for seedling-stage phosphorus (P) responses by growing them in P sufficient (P-suf) and P deficient (P-def) treatments. Majority of the genotypes showed adaptive responses to low P condition. Based on phenotype behaviour using the best linear unbiased predictors for each trait, genotypes were classified into, P responsive, low P tolerant and P non-responsive types. Based on the overall phenotype performance under Pdef, 10 genotypes were identified as low P tolerants. The low P tolerant genotypes were characterised by increased shoot and root length and increased root hair induction with longer root hairs under Pdef, than under Psuf. Association mapping of P response traits using mixed linear models revealed four quantitative trait loci (QTLs). Two QTLs (qLRDW. 1 and qLRDW. 2) for low P response affecting root dry weight explained over 10% phenotypic variation. In silico synteny analysis across grass genomes for these QTLs identified putative candidate genes such as Ser-Thr kinase and transcription factors such as WRKY and basic helix-loop-helix (bHLH). The QTLs for response under Psuf were mapped for traits such as shoot dry weight (qHSDW. 1) and root length (qHRL. 1). Putative associations of these QTLs over the syntenous regions on the grass genomes revealed proximity to cytochrome P450, phosphate transporter and pectin methylesterase inhibitor (PMEI) genes. This is the first report of the extent of phenotypic variability for P response in finger millet genotypes during seedling-stage, along with the QTLs and putative candidate genes associated with P starvation tolerance.
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页数:27
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