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Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population
BACKGROUND: The identification of quantitative trait loci (QTLs) that are stable and consistent across multiple environments and populations plays an essential role in marker-assisted selection (MAS). In the present study, we used 28,861 simple sequence repeat (SSR) markers, which included 12,560 Go...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782318/ https://www.ncbi.nlm.nih.gov/pubmed/26951621 http://dx.doi.org/10.1186/s12864-016-2560-2 |
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author | Jamshed, Muhammad Jia, Fei Gong, Juwu Palanga, Koffi Kibalou Shi, Yuzhen Li, Junwen Shang, Haihong Liu, Aiying Chen, Tingting Zhang, Zhen Cai, Juan Ge, Qun Liu, Zhi Lu, Quanwei Deng, Xiaoying Tan, Yunna or Rashid, Harun Sarfraz, Zareen Hassan, Murtaza Gong, Wankui Yuan, Youlu |
author_facet | Jamshed, Muhammad Jia, Fei Gong, Juwu Palanga, Koffi Kibalou Shi, Yuzhen Li, Junwen Shang, Haihong Liu, Aiying Chen, Tingting Zhang, Zhen Cai, Juan Ge, Qun Liu, Zhi Lu, Quanwei Deng, Xiaoying Tan, Yunna or Rashid, Harun Sarfraz, Zareen Hassan, Murtaza Gong, Wankui Yuan, Youlu |
author_sort | Jamshed, Muhammad |
collection | PubMed |
description | BACKGROUND: The identification of quantitative trait loci (QTLs) that are stable and consistent across multiple environments and populations plays an essential role in marker-assisted selection (MAS). In the present study, we used 28,861 simple sequence repeat (SSR) markers, which included 12,560 Gossypium raimondii (D genome) sequence-based SSR markers to identify polymorphism between two upland cotton strains 0–153 and sGK9708. A total of 851 polymorphic primers were finally selected and used to genotype 196 recombinant inbred lines (RIL) derived from a cross between 0 and 153 and sGK9708 and used to construct a linkage map. The RIL population was evaluated for fiber quality traits in six locations in China for five years. Stable QTLs identified in this intraspecific cross could be used in future cotton breeding program and with fewer obstacles. RESULTS: The map covered a distance of 4,110 cM, which represents about 93.2 % of the upland cotton genome, and with an average distance of 5.2 cM between adjacent markers. We identified 165 QTLs for fiber quality traits, of which 47 QTLs were determined to be stable across multiple environments. Most of these QTLs aggregated into clusters with two or more traits. A total of 30 QTL clusters were identified which consisted of 103 QTLs. Sixteen clusters in the A(t) sub-genome comprised 44 QTLs, whereas 14 clusters in the D(t) sub-genome that included 59 QTLs for fiber quality were identified. Four chromosomes, including chromosome 4 (c4), c7, c14, and c25 were rich in clusters harboring 5, 4, 5, and 6 clusters respectively. A meta-analysis was performed using Biomercator V4.2 to integrate QTLs from 11 environmental datasets on the RIL populations of the above mentioned parents and previous QTL reports. Among the 165 identified QTLs, 90 were identified as common QTLs, whereas the remaining 75 QTLs were determined to be novel QTLs. The broad sense heritability estimates of fiber quality traits were high for fiber length (0.93), fiber strength (0.92), fiber micronaire (0.85), and fiber uniformity (0.80), but low for fiber elongation (0.27). Meta-clusters on c4, c7, c14 and c25 were identified as stable QTL clusters and were considered more valuable in MAS for the improvement of fiber quality of upland cotton. CONCLUSION: Multiple environmental evaluations of an intraspecific RIL population were conducted to identify stable QTLs. Meta-QTL analyses identified a common chromosomal region that plays an important role in fiber development. Therefore, QTLs identified in the present study are an ideal candidate for MAS in cotton breeding programs to improve fiber quality. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2560-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4782318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-47823182016-03-09 Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population Jamshed, Muhammad Jia, Fei Gong, Juwu Palanga, Koffi Kibalou Shi, Yuzhen Li, Junwen Shang, Haihong Liu, Aiying Chen, Tingting Zhang, Zhen Cai, Juan Ge, Qun Liu, Zhi Lu, Quanwei Deng, Xiaoying Tan, Yunna or Rashid, Harun Sarfraz, Zareen Hassan, Murtaza Gong, Wankui Yuan, Youlu BMC Genomics Research Article BACKGROUND: The identification of quantitative trait loci (QTLs) that are stable and consistent across multiple environments and populations plays an essential role in marker-assisted selection (MAS). In the present study, we used 28,861 simple sequence repeat (SSR) markers, which included 12,560 Gossypium raimondii (D genome) sequence-based SSR markers to identify polymorphism between two upland cotton strains 0–153 and sGK9708. A total of 851 polymorphic primers were finally selected and used to genotype 196 recombinant inbred lines (RIL) derived from a cross between 0 and 153 and sGK9708 and used to construct a linkage map. The RIL population was evaluated for fiber quality traits in six locations in China for five years. Stable QTLs identified in this intraspecific cross could be used in future cotton breeding program and with fewer obstacles. RESULTS: The map covered a distance of 4,110 cM, which represents about 93.2 % of the upland cotton genome, and with an average distance of 5.2 cM between adjacent markers. We identified 165 QTLs for fiber quality traits, of which 47 QTLs were determined to be stable across multiple environments. Most of these QTLs aggregated into clusters with two or more traits. A total of 30 QTL clusters were identified which consisted of 103 QTLs. Sixteen clusters in the A(t) sub-genome comprised 44 QTLs, whereas 14 clusters in the D(t) sub-genome that included 59 QTLs for fiber quality were identified. Four chromosomes, including chromosome 4 (c4), c7, c14, and c25 were rich in clusters harboring 5, 4, 5, and 6 clusters respectively. A meta-analysis was performed using Biomercator V4.2 to integrate QTLs from 11 environmental datasets on the RIL populations of the above mentioned parents and previous QTL reports. Among the 165 identified QTLs, 90 were identified as common QTLs, whereas the remaining 75 QTLs were determined to be novel QTLs. The broad sense heritability estimates of fiber quality traits were high for fiber length (0.93), fiber strength (0.92), fiber micronaire (0.85), and fiber uniformity (0.80), but low for fiber elongation (0.27). Meta-clusters on c4, c7, c14 and c25 were identified as stable QTL clusters and were considered more valuable in MAS for the improvement of fiber quality of upland cotton. CONCLUSION: Multiple environmental evaluations of an intraspecific RIL population were conducted to identify stable QTLs. Meta-QTL analyses identified a common chromosomal region that plays an important role in fiber development. Therefore, QTLs identified in the present study are an ideal candidate for MAS in cotton breeding programs to improve fiber quality. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2560-2) contains supplementary material, which is available to authorized users. BioMed Central 2016-03-08 /pmc/articles/PMC4782318/ /pubmed/26951621 http://dx.doi.org/10.1186/s12864-016-2560-2 Text en © Jamshed et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Jamshed, Muhammad Jia, Fei Gong, Juwu Palanga, Koffi Kibalou Shi, Yuzhen Li, Junwen Shang, Haihong Liu, Aiying Chen, Tingting Zhang, Zhen Cai, Juan Ge, Qun Liu, Zhi Lu, Quanwei Deng, Xiaoying Tan, Yunna or Rashid, Harun Sarfraz, Zareen Hassan, Murtaza Gong, Wankui Yuan, Youlu Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population |
title | Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population |
title_full | Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population |
title_fullStr | Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population |
title_full_unstemmed | Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population |
title_short | Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population |
title_sort | identification of stable quantitative trait loci (qtls) for fiber quality traits across multiple environments in gossypium hirsutum recombinant inbred line population |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782318/ https://www.ncbi.nlm.nih.gov/pubmed/26951621 http://dx.doi.org/10.1186/s12864-016-2560-2 |
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