Mapping QTLs underpin nutrition components in aromatic rice germplasm

被引:23
作者
Islam, M. Z. [1 ]
Arifuzzaman, M. [2 ]
Banik, S. [3 ]
Hossain, M. A. [4 ]
Ferdous, J. [5 ]
Khalequzzaman, M. [1 ]
Pittendrigh, B. R. [6 ]
Tomita, M. [7 ]
Ali, M. P. [8 ]
机构
[1] Bangladesh Rice Res Inst BRRI, Genet Resources & Seed Div, Gazipur, Bangladesh
[2] Hajee Mohammad Danesh Sci & Technol Univ, Dept Genet & Plant Breeding, Dinajpur, Bangladesh
[3] Bangladesh Rice Res Inst BRRI, Grain Qual & Nutr Div, Gazipur, Bangladesh
[4] Bangladesh Rice Res Inst, Reg Stn, Gazipur, Bangladesh
[5] Bangladesh Rice Res Inst BRRI, Biotechnol Div, Gazipur, Bangladesh
[6] Michigan State Univ, Dept Entomol, E Lansing, MI 48824 USA
[7] Shizuoka Univ, Res Inst Green Sci & Technol, Green Biol Res Div, Genet & Genome Engn Lab, Shizuoka, Shizuoka, Japan
[8] Bangladesh Rice Res Inst BRRI, Entomolgy Div, Gazipur, Bangladesh
关键词
QUANTITATIVE TRAIT LOCI; STAGE DROUGHT STRESS; GRAIN-YIELD; GENETIC DIVERSITY; IDENTIFICATION; ENVIRONMENT; SELECTION; ELEMENTS; IRON;
D O I
10.1371/journal.pone.0234395
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
As rice is an important staple food globally, research for development and enhancement of its nutritional value it is an imperative task. Identification of nutrient enriched rice germplasm and exploiting them for breeding programme is the easiest way to develop better quality rice. In this study, we analyzed 113 aromatic rice germplasm in order to identify quantitative trait loci (QTL) underpinning nutrition components and determined by measuring the normal frequency distribution for Fe, Zn, amylose, and protein content in those rice germplasm. Comparatively, the germplasm Radhuni pagal, Kalobakri, Thakurbhog (26.6 ppm) and Hatisail exhibited the highest mean values for Fe (16.9 ppm), Zn (34.1 ppm), amylose (26.6 ppm) and protein content (11.0 ppm), respectively. Moreover, a significant linear relationship (R-2= 0.693) was observed between Fe and Zn contents. Cluster analysis based on Mahalanobis D(2)distances revealed four major clusters of 113 rice germplasm, with cluster III containing a maximum 37 germplasm and a maximum inter-cluster distance between clusters III and IV. The 45 polymorphic SSRs and four trait associations exhibited eight significant quantitative trait loci (QTL) located on eight different chromosomes using composite interval mapping (CIM). The highly significant QTL (variance 7.89%, LOD 2.02) for protein content (QTL.pro.1) was observed on chromosome 1 at 94.9cM position. Also, four QTLs for amylose content were observed with the highly significantQTL.amy.8located on chromosome 8 exhibiting 7.2% variance with LOD 1.83. Only one QTL (QTL.Fe.9) for Fe content was located on chromosome 9 (LOD 1.24), and two (QTL.Zn.4andQTL.Zn.5) for Zn on chromosome 4 (LOD 1.71) and 5 (LOD 1.18), respectively. Overall, germplasm from clusters III and IV might offer higher heterotic response with the identified QTLs playing a significant role in any rice biofortification breeding program and released with development of new varieties.
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页数:13
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