Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice

Milling quality (MQ) and grain shape (GS) of rice (Oryza sativa L.) are correlated traits, both determine farmers’ final profit. More than one population under multiple environments may provide valuable information for breeding selection on these MQ-GS correlations. However, suitable analytical meth...

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Autores principales: Emelin, Mwenda, Qiu, Xianjin, Fan, Fangjun, Alamin, Md., Faruquee, Muhiuddin, Hu, Hui, Xu, Junying, Yang, Jie, Xu, Haiming, Ali, Jauhar, Liu, Bailong, Shi, Yumin, Li, Zhikang, Zhang, Luyan, Zheng, Tianqing, Xu, Jianlong
Formato: Journal Article
Lenguaje:Inglés
Publicado: Springer 2024
Acceso en línea:https://hdl.handle.net/10568/163856
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author Emelin, Mwenda
Qiu, Xianjin
Fan, Fangjun
Alamin, Md.
Faruquee, Muhiuddin
Hu, Hui
Xu, Junying
Yang, Jie
Xu, Haiming
Ali, Jauhar
Liu, Bailong
Shi, Yumin
Li, Zhikang
Zhang, Luyan
Zheng, Tianqing
Xu, Jianlong
author_browse Alamin, Md.
Ali, Jauhar
Emelin, Mwenda
Fan, Fangjun
Faruquee, Muhiuddin
Hu, Hui
Li, Zhikang
Liu, Bailong
Qiu, Xianjin
Shi, Yumin
Xu, Haiming
Xu, Jianlong
Xu, Junying
Yang, Jie
Zhang, Luyan
Zheng, Tianqing
author_facet Emelin, Mwenda
Qiu, Xianjin
Fan, Fangjun
Alamin, Md.
Faruquee, Muhiuddin
Hu, Hui
Xu, Junying
Yang, Jie
Xu, Haiming
Ali, Jauhar
Liu, Bailong
Shi, Yumin
Li, Zhikang
Zhang, Luyan
Zheng, Tianqing
Xu, Jianlong
author_sort Emelin, Mwenda
collection Repository of Agricultural Research Outputs (CGSpace)
description Milling quality (MQ) and grain shape (GS) of rice (Oryza sativa L.) are correlated traits, both determine farmers’ final profit. More than one population under multiple environments may provide valuable information for breeding selection on these MQ-GS correlations. However, suitable analytical methods for reciprocal introgression lines with linkage map for this kind of correlation remains unclear. In this study, our major tasks were (1) to provide a set of reciprocal introgression lines (composed of two BC2RIL populations) suitable for mapping by linkage mapping using markers/bins with physical positions; (2) to test the mapping effects of different methods by using MQ-GS correlation dissection as sample case; (3) to perform genetic and breeding simulation on pyramiding favorite alleles of QTLs for representative MQ-GS traits. Finally, with four analysis methods and data collected under five environments, we identified about 28.4 loci on average for MQ-GS traits. Notably, 52.3% of these loci were commonly detected by different methods and eight loci were novel. There were also nine regions harboring loci for different MQ-GS traits which may be underlying the MQ-GS correlations. Background independent (BI) loci were also found for each MQ and GS trait. All these information may provide useful resources for rice molecular breeding.
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spelling CGSpace1638562024-12-19T14:12:46Z Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice Emelin, Mwenda Qiu, Xianjin Fan, Fangjun Alamin, Md. Faruquee, Muhiuddin Hu, Hui Xu, Junying Yang, Jie Xu, Haiming Ali, Jauhar Liu, Bailong Shi, Yumin Li, Zhikang Zhang, Luyan Zheng, Tianqing Xu, Jianlong Milling quality (MQ) and grain shape (GS) of rice (Oryza sativa L.) are correlated traits, both determine farmers’ final profit. More than one population under multiple environments may provide valuable information for breeding selection on these MQ-GS correlations. However, suitable analytical methods for reciprocal introgression lines with linkage map for this kind of correlation remains unclear. In this study, our major tasks were (1) to provide a set of reciprocal introgression lines (composed of two BC2RIL populations) suitable for mapping by linkage mapping using markers/bins with physical positions; (2) to test the mapping effects of different methods by using MQ-GS correlation dissection as sample case; (3) to perform genetic and breeding simulation on pyramiding favorite alleles of QTLs for representative MQ-GS traits. Finally, with four analysis methods and data collected under five environments, we identified about 28.4 loci on average for MQ-GS traits. Notably, 52.3% of these loci were commonly detected by different methods and eight loci were novel. There were also nine regions harboring loci for different MQ-GS traits which may be underlying the MQ-GS correlations. Background independent (BI) loci were also found for each MQ and GS trait. All these information may provide useful resources for rice molecular breeding. 2024-01-09 2024-12-19T12:53:05Z 2024-12-19T12:53:05Z Journal Article https://hdl.handle.net/10568/163856 en Open Access Springer Emelin, Mwenda; Qiu, Xianjin; Fan, Fangjun; Alamin, Md.; Faruquee, Muhiuddin; Hu, Hui; Xu, Junying; Yang, Jie; Xu, Haiming; Ali, Jauhar; Liu, Bailong; Shi, Yumin; Li, Zhikang; Zhang, Luyan; Zheng, Tianqing and Xu, Jianlong. 2024. Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice. BMC Plant Biol, Volume 24, no. 1
spellingShingle Emelin, Mwenda
Qiu, Xianjin
Fan, Fangjun
Alamin, Md.
Faruquee, Muhiuddin
Hu, Hui
Xu, Junying
Yang, Jie
Xu, Haiming
Ali, Jauhar
Liu, Bailong
Shi, Yumin
Li, Zhikang
Zhang, Luyan
Zheng, Tianqing
Xu, Jianlong
Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice
title Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice
title_full Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice
title_fullStr Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice
title_full_unstemmed Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice
title_short Identification of reliable QTLs and designed QTL breeding for grain shape and milling quality in the reciprocal introgression lines in rice
title_sort identification of reliable qtls and designed qtl breeding for grain shape and milling quality in the reciprocal introgression lines in rice
url https://hdl.handle.net/10568/163856
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