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陆地棉重组自交系群体中多个环境下纤维品质性状稳定数量性状位点(QTL)的鉴定

Identification of stable quantitative trait loci (QTLs) for fiber quality traits across multiple environments in Gossypium hirsutum recombinant inbred line population.

作者信息

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

机构信息

State Key Laboratory of Cotton Biology, Key Laboratory of Biological and Genetic Breeding of Cotton, The Ministry of Agriculture, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.

College of Agronomy, Xinjiang Agricultural University, Key Laboratory of Agro-Biotechnology, Urumqi, 830052, Xinjiang, China.

出版信息

BMC Genomics. 2016 Mar 8;17:197. doi: 10.1186/s12864-016-2560-2.

Abstract

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 At sub-genome comprised 44 QTLs, whereas 14 clusters in the Dt 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.

摘要

背景

鉴定在多个环境和群体中稳定且一致的数量性状基因座(QTL)在标记辅助选择(MAS)中起着至关重要的作用。在本研究中,我们使用了28,861个简单序列重复(SSR)标记,其中包括12,560个基于雷蒙德氏棉(D基因组)序列的SSR标记,以鉴定两个陆地棉品系0-153和sGK9708之间的多态性。最终选择了851个多态性引物,用于对0-153和sGK9708杂交产生的196个重组自交系(RIL)进行基因分型,并用于构建连锁图谱。对RIL群体在中国六个地点进行了五年的纤维品质性状评估。在此种内杂交中鉴定出的稳定QTL可用于未来的棉花育种计划,且障碍较少。

结果

该图谱覆盖距离为4,110 cM,约占陆地棉基因组的93.2%,相邻标记之间的平均距离为5.2 cM。我们鉴定出165个纤维品质性状的QTL,其中47个QTL被确定在多个环境中稳定。这些QTL中的大多数聚集成具有两个或更多性状的簇。总共鉴定出30个QTL簇,由103个QTL组成。At亚基因组中的16个簇包含44个QTL,而Dt亚基因组中的14个簇包含59个纤维品质QTL。四条染色体,包括第4号染色体(c4)、c7、c14和c25富含簇,分别含有5个、4个、5个和6个簇。使用Biomercator V4.2进行荟萃分析,以整合上述亲本的RIL群体的11个环境数据集中的QTL以及先前的QTL报告。在鉴定出的165个QTL中,90个被鉴定为常见QTL,而其余75个QTL被确定为新QTL。纤维品质性状的广义遗传力估计值对于纤维长度(0.93)、纤维强度(0.92)、纤维马克隆值(0.85)和纤维均匀度(0.80)较高,但对于纤维伸长率(0.27)较低。c4、c7、c14和c25上的元簇被鉴定为稳定QTL簇,并被认为在MAS中对于改善陆地棉纤维品质更有价值。

结论

对种内RIL群体进行了多次环境评估以鉴定稳定的QTL。元QTL分析确定了一个在纤维发育中起重要作用的共同染色体区域。因此,本研究中鉴定出的QTL是棉花育种计划中MAS改善纤维品质的理想候选者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a804/4782318/7e2e4dff4981/12864_2016_2560_Fig1_HTML.jpg

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