陆地棉D11染色体一个纤维长度主效位点的遗传解析

RichHTML

PDF

关于本刊

在线期刊

作者中心

相关单位

联系我们

陆地棉D11染色体一个纤维长度主效位点的遗传解析

Genetic analysis of a major fiber length locus on chromosome D11 of upland cotton

陆地棉D11染色体一个纤维长度主效位点的遗传解析

Genetic analysis of a major fiber length locus on chromosome D11 of upland cotton

摘要/Abstract

图/表 10

参考文献 38

Metrics

摘要/Abstract

引用本文

使用本文

图/表 10

参考文献 38

相关文章 15

Metrics

本文评价

推荐阅读 10

doi:10.3724/SP.J.1006.2025.44049

作物学报 ›› 2025, Vol. 51 ›› Issue (2): 383-394.doi: 10.3724/SP.J.1006.2025.44049

• 作物遗传育种·种质资源·分子遗传学 • 上一篇下一篇

郭淑慧¹^,²(), 潘转霞¹(), 赵战胜³, 杨六六¹, 皇甫张龙¹, 郭宝生⁴, 胡晓丽¹, 录亚丹³, 丁霄¹, 吴翠翠¹, 兰刚¹, 吕贝贝¹, 谭逢平³, 李朋波¹^,^*()

¹山西农业大学棉花研究所, 山西运城 044000
²山西农业大学农学院, 山西晋中 030800
³新疆生产建设兵团第六师农业科学研究所, 新疆五家渠 831301
⁴河北农林科学院棉花研究所, 河北石家庄 050051

收稿日期:2024-03-15 接受日期:2024-10-25 出版日期:2025-02-12 网络出版日期:2024-11-08
通讯作者: *李朋波, E-mail: lipengbo@sxau.edu.cn
作者简介:郭淑慧, E-mail: 1197985125@qq.com;
潘转霞, E-mail: panzhuanxia@126.com第一联系人：^**同等贡献
基金资助:
山西省重点研发计划项目“机采棉育种关键技术研究与新品种培育”(202302140601004);中央引导地方科技发展资金项目“北疆棉花优良种质重要性状的优异位点评价及利用”资助。

GUO Shu-Hui¹^,²(), PAN Zhuan-Xia¹(), ZHAO Zhan-Sheng³, YANG Liu-Liu¹, HUANG-FU Zhang-Long¹, GUO Bao-Sheng⁴, HU Xiao-Li¹, LU Ya-Dan³, DING Xiao¹, WU Cui-Cui¹, LAN Gang¹, LYU Bei-Bei¹, TAN Feng-Ping³, LI Peng-Bo¹^,^*()

¹Institute of Cotton Research, Shanxi Agricultural University, Yuncheng 044000, Shanxi, China
²College of Agriculture, Shanxi Agricultural University, Jinzhong 030800, Shanxi, China
³Institute of Agricultural Science, Sixth Division, Xinjiang Production and Construction Corps, Wujiaqu 831301, Xinjiang, China
⁴Institute of Cotton, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050051, Hebei, China

Received:2024-03-15 Accepted:2024-10-25 Published:2025-02-12 Published online:2024-11-08
Contact: *E-mail: lipengbo@sxau.edu.cn
About author:First author contact:^**Contributed equally to this work
Supported by:
Key Research and Development Program of Shanxi Province “Key Technology Research and New Variety Cultivation of Mechanized Cotton Breeding”(202302140601004);Central Guided Local Science and Technology Development Fund Project “Evaluation and Utilization of Superior Loci for Important Traits of Excellent Cotton Germplasm in Northern Xinjiang”

摘要：

棉花纤维长度是重要的纤维品质性状指标, 其遗传基础的解析对优质棉品种培育具有重要意义。为了获得具有育种价值的棉花纤维品质相关位点, 本研究采用棉花40K SNP (single-nucleotide polymorphism)芯片, 在陆地棉重组自交系(recombinant inbred line, RIL)群体和自然群体中定位纤维长度相关的QTL (quantitative trait locus)和SNP位点。从Q30-12×05SJ重组自交系群体中定位到4个纤维长度QTL, 分别位于A05、D11和D13染色体上, 从自然群体中鉴定到24个与纤维长度显著相关的SNP位点, 分别位于A01、A03、D05、D11和D12染色体上。综合连锁分析和关联分析的定位结果发现, D11染色体23.99~24.01 Mb区段存在与纤维长度密切关联的重叠区间, 对该定位区间的单倍型进行分析, 发现携带Hap1单倍型的种质纤维长度极显著或显著地长于Hap2单倍型种质, 黄河流域育成的品种中有95.3%携带Hap1单倍型, 西北内陆棉区育成品种中有45.5%携带Hap1单倍型, 其中具有Hap1优异单倍型的西北内陆品种超过一半以上具有黄河流域棉区品种血缘。通过生物信息学分析发现, D11染色体上28.4 kb重叠区域的3个候选基因CML1、DTX51、PCMPE88可能在棉花纤维伸长过程中发挥重要作用。综上所述, 本研究鉴定的Hap1单倍型是一个在棉花纤维品质育种中具有重要应用价值的优异单倍型, 可为解析D11染色体上纤维长度遗传机制和候选基因提供可靠依据。

关键词: 陆地棉, 纤维长度, QTL定位, 全基因组关联分析

Abstract:

Cotton fiber length is a crucial index of fiber quality, and analyzing its genetic basis is is significant for cultivating high-quality cotton varieties. To identify valuable loci related to cotton fiber quality, we utilized 40K SNP (single-nucleotide polymorphism) chips, were used to analyze fiber length-related QTLs in recombinant inbred lines (RIL) and SNP sites in natural populations of upland cotton. Four QTLs for fiber length were obtained from Q30-12 × 05SJ RIL, and located on chromosomes A05, D11 and D13, respectively. Twenty-four SNPs significantly associated fiber length were identified in natural populations, and located on chromosomes A01, A03, D05, D11, and D12, respectively. Based on the results of linkage analysis and association analysis, an overlapping region closely related to fiber length was found in the 23.99-24.01 Mb region of chromosome D11. Haplotype analysis revealed that the fiber length of germplasm carrying the Hap1 haplotype was significantly longer than that of the Hap2 haplotype. Approximately 95.3% of varieties from the Yellow River basin carried the Hap1 haplotype, whereas 45.5% of varieties from the northwest inland cotton region carried the Hap1 haplotype. More than half of the varieties from the northwest inland region with the Hap1 haplotype were related to the Yellow River basin cotton region. Three candidate genes, CML1, DTX51, and PCMP-E88, were discovered in the 28.4 kb region of Chr.D11 overlap interval by bioinformatics analysis, which may play an important role in cotton fiber elongation. In summary, the Hap1 haplotype identified in this study represents an excellent haplotype with significant application value for improving cotton fiber quality. Our results provide a reliable basis for analyzing fiber length-related loci and candidate genes on chromosome D11.

Key words: Gossypium hirsutum, fiber length, QTL mapping, genome-wide association analysis

郭淑慧, 潘转霞, 赵战胜, 杨六六, 皇甫张龙, 郭宝生, 胡晓丽, 录亚丹, 丁霄, 吴翠翠, 兰刚, 吕贝贝, 谭逢平, 李朋波. 陆地棉D11染色体一个纤维长度主效位点的遗传解析[J]. 作物学报, 2025, 51(2): 383-394.

GUO Shu-Hui, PAN Zhuan-Xia, ZHAO Zhan-Sheng, YANG Liu-Liu, HUANG-FU Zhang-Long, GUO Bao-Sheng, HU Xiao-Li, LU Ya-Dan, DING Xiao, WU Cui-Cui, LAN Gang, LYU Bei-Bei, TAN Feng-Ping, LI Peng-Bo. Genetic analysis of a major fiber length locus on chromosome D11 of upland cotton[J]. Acta Agronomica Sinica, 2025, 51(2): 383-394.

附表1

318份种质资源信息"

编号 Number	种质名称 Germplasm name	来源 Region	编号 Number	种质名称 Germplasm name	来源 Region
JX001	09F9077	黄河流域, 中国 Yellow River basin, China	JX168	新A8 Xin A8	西北内陆, 中国 Northwest inland, China
JX002	14QHB01-5	黄河流域, 中国 Yellow River basin, China	JX169	新A1 Xin A1	西北内陆, 中国 Northwest inland, China
JX003	海7124 (海岛棉) Hai 7124 (G. barbadense L.)	长江流域, 中国 Yangtze River basin, China	JX170	新B1 Xin B1	西北内陆, 中国 Northwest inland, China
JX004	15S2743	黄河流域, 中国 Yellow River basin, China	JX171	新B3 Xin B3	西北内陆, 中国 Northwest inland, China
JX005	15S2746	黄河流域, 中国 Yellow River basin, China	JX172	新B5 Xin B5	西北内陆, 中国 Northwest inland, China
JX006	中G5 Zhong G5	黄河流域, 中国 Yellow River basin, China	JX173	冀656 Ji 656	西北内陆, 中国 Northwest inland, China
JX007	16PN01	黄河流域, 中国 Yellow River basin, China	JX174	航707(R) Hang 707	西北内陆, 中国 Northwest inland, China
JX008	16PN02	黄河流域, 中国 Yellow River basin, China	JX175	丰119 Feng 119	西北内陆, 中国 Northwest inland, China
JX009	16PN41	黄河流域, 中国 Yellow River basin, China	JX176	新2001(R) Xin 2001	西北内陆, 中国 Northwest inland, China
JX010	16PN64	黄河流域, 中国 Yellow River basin, China	JX177	JH6619	西北内陆, 中国 Northwest inland, China
JX011	鲁25A Lu 25A	黄河流域, 中国 Yellow River basin, China	JX178	特116 Te 116	西北内陆, 中国 Northwest inland, China
JX012	莎24-3 Sha 24-3	黄河流域, 中国 Yellow River basin, China	JX179	丰17 Feng 17	西北内陆, 中国 Northwest inland, China
JX013	石抗278(R) Shikang 278	黄河流域, 中国 Yellow River basin, China	JX180	如91 Ru 91	西北内陆, 中国 Northwest inland, China
JX014	荆N2 Jing N2	黄河流域, 中国 Yellow River basin, China	JX181	创棉68 Chuangmian 68	西北内陆, 中国 Northwest inland, China
JX015	大丰S1 Dafeng S1	黄河流域, 中国 Yellow River basin, China	JX182	创棉63 Chuangmian 63	西北内陆, 中国 Northwest inland, China
JX016	06BM01	孟加拉国 Bangladesh	JX183	创棉66 Chuangmian 66	西北内陆, 中国 Northwest inland, China
JX017	American cotton	美国 USA	JX184	庄稼汉151 Zhuangjiahan 151	西北内陆, 中国 Northwest inland, China
JX019	邱县0904 Qiuxian 0904	黄河流域, 中国 Yellow River basin, China	JX185	中棉所115(R) CCRI 115	西北内陆, 中国 Northwest inland, China
JX020	冀228(R) Ji 228	黄河流域, 中国 Yellow River basin, China	JX186	农科053 Nongke 053	西北内陆, 中国 Northwest inland, China
JX021	银兴棉28(R) Yinxingmian 28	黄河流域, 中国 Yellow River basin, China	JX187	六师118 Liushi 118	西北内陆, 中国 Northwest inland, China
JX022	晋棉47号(R) Jinmian 47	黄河流域, 中国 Yellow River basin, China	JX190	六师417 Liushi 417	西北内陆, 中国 Northwest inland, China
JX023	河北紧凑 Hebei compact	黄河流域, 中国 Yellow River basin, China	JX191	金科21(R) Jinke 21	西北内陆, 中国 Northwest inland, China
JX024	运0519 Yun 0519	黄河流域, 中国 Yellow River basin, China	JX192	六师405 Liushi 405	西北内陆, 中国 Northwest inland, China
JX026	GK12(R)	黄河流域, 中国 Yellow River basin, China	JX193	六师351 Liushi 351	西北内陆, 中国 Northwest inland, China
JX027	GK21	黄河流域, 中国 Yellow River basin, China	JX195	六师163 Liushi 163	西北内陆, 中国 Northwest inland, China
JX028	新07-3 Xin 07-3	西北内陆, 中国 Northwest inland, China	JX196	六师423 Liushi 423	西北内陆, 中国 Northwest inland, China
JX029	衡优30号 Hengyou 30	黄河流域, 中国 Yellow River basin, China	JX197	ZY-101	西北内陆, 中国 Northwest inland, China
JX031	太24 Tai 24	黄河流域, 中国 Yellow River basin, China	JX198	六师491 Liushi 491	西北内陆, 中国 Northwest inland, China
JX032	TY-21(R)	黄河流域, 中国 Yellow River basin, China	JX199	六师051 Liushi 051	西北内陆, 中国 Northwest inland, China
JX033	晋棉50号(R) Jinmian 50	黄河流域, 中国 Yellow River basin, China	JX200	六师378 Liushi 378	西北内陆, 中国 Northwest inland, China
JX034	衡优15号 Hengyou 15	黄河流域, 中国 Yellow River basin, China	JX201	六师434 Liushi 434	西北内陆, 中国 Northwest inland, China
JX035	1718系 1718 Xi	黄河流域, 中国 Yellow River basin, China	JX202	六师494 Liushi 494	西北内陆, 中国 Northwest inland, China
JX036	创097 Chuang 097	黄河流域, 中国 Yellow River basin, China	JX203	六师420 Liushi 420	西北内陆, 中国 Northwest inland, China
JX037	新棉33B(R) Xinmian 33B	美国 USA	JX204	六师226 Liushi 226	西北内陆, 中国 Northwest inland, China
JX038	冀无538(R) Jiwu 538	黄河流域, 中国 Yellow River basin, China	JX205	ZZS8	西北内陆, 中国 Northwest inland, China
JX039	GK164(R)	黄河流域, 中国 Yellow River basin, China	JX206	子鼎580 Ziding 580	西北内陆, 中国 Northwest inland, China
JX040	中棉所17(R) CCRI 17	黄河流域, 中国 Yellow River basin, China	JX207	子鼎760 Ziding 760	西北内陆, 中国 Northwest inland, China
JX041	Foster6	美国 USA	JX208	子鼎644 Ziding 644	西北内陆, 中国 Northwest inland, China
JX042	儒农研18号(R) Runongyan 18	黄河流域, 中国 Yellow River basin, China	JX209	子鼎640 Ziding 640	西北内陆, 中国 Northwest inland, China
JX043	SX03	黄河流域, 中国 Yellow River basin, China	JX210	子鼎770 Ziding 770	西北内陆, 中国 Northwest inland, China
JX044	中植棉1020-596 Zhongzhimian 1020-596	黄河流域, 中国 Yellow River basin, China	JX211	子鼎355 Ziding 355	西北内陆, 中国 Northwest inland, China
JX045	鄂0902 E 0902	黄河流域, 中国 Yellow River basin, China	JX212	子鼎614 Ziding 614	西北内陆, 中国 Northwest inland, China
JX046	优选3号 Youxuan 3	黄河流域, 中国 Yellow River basin, China	JX213	子鼎600 Ziding 600	西北内陆, 中国 Northwest inland, China
JX047	冀234 Ji 234	黄河流域, 中国 Yellow River basin, China	JX214	子鼎627 Ziding 627	西北内陆, 中国 Northwest inland, China
JX048	冀387 Ji 387	黄河流域, 中国 Yellow River basin, China	JX215	子鼎409 Ziding 409	西北内陆, 中国 Northwest inland, China
JX049	N71	黄河流域, 中国 Yellow River basin, China	JX216	子鼎129 Ziding 129	西北内陆, 中国 Northwest inland, China
JX050	合丰201(R) Hefeng 201	黄河流域, 中国 Yellow River basin, China	JX217	子鼎108 Ziding 108	西北内陆, 中国 Northwest inland, China
JX051	池B28 Chi B28	黄河流域, 中国 Yellow River basin, China	JX218	子鼎799 Ziding 799	西北内陆, 中国 Northwest inland, China
JX052	冀1120 Ji 1120	黄河流域, 中国 Yellow River basin, China	JX219	子鼎282 Ziding 282	西北内陆, 中国 Northwest inland, China
JX053	冀1121 Ji 1121	黄河流域, 中国 Yellow River basin, China	JX220	子鼎705 Ziding 705	西北内陆, 中国 Northwest inland, China
JX054	冀1125 Ji 1125	黄河流域, 中国 Yellow River basin, China	JX221	子鼎445 Ziding 445	西北内陆, 中国 Northwest inland, China
JX055	冀1138 Ji 1138	黄河流域, 中国 Yellow River basin, China	JX222	子鼎415 Ziding 415	西北内陆, 中国 Northwest inland, China
JX056	冀1142 Ji 1142	黄河流域, 中国 Yellow River basin, China	JX223	子鼎477 Ziding 477	西北内陆, 中国 Northwest inland, China
JX057	远1闭花 Far 1 cleistor	黄河流域, 中国 Yellow River basin, China	JX224	ZY-2	西北内陆, 中国 Northwest inland, China
JX058	邯无198(R) Hanwu 198	黄河流域, 中国 Yellow River basin, China	JX225	六师208 Liushi 208	西北内陆, 中国 Northwest inland, China
JX059	冀1533(R) Ji 1533	黄河流域, 中国 Yellow River basin, China	JX226	六师445 Liushi 445	西北内陆, 中国 Northwest inland, China
JX060	冀1535 Ji 1535	黄河流域, 中国 Yellow River basin, China	JX227	新早A3 Xinzao A3	西北内陆, 中国 Northwest inland, China
JX061	冀1542 Ji 1542	黄河流域, 中国 Yellow River basin, China	JX228	ZY-87	西北内陆, 中国 Northwest inland, China
JX062	冀优326 Jiyou 326	黄河流域, 中国 Yellow River basin, China	JX229	六师178 Liushi 178	西北内陆, 中国 Northwest inland, China
JX063	邯682(R) Han 682	黄河流域, 中国 Yellow River basin, China	JX230	六师168 Liushi 168	西北内陆, 中国 Northwest inland, China
JX064	Z10	黄河流域, 中国 Yellow River basin, China	JX231	新早C2 Xinzao C2	西北内陆, 中国 Northwest inland, China
JX065	快育66(R) Kuaiyu 66	黄河流域, 中国 Yellow River basin, China	JX232	六师340 Liushi 340	西北内陆, 中国 Northwest inland, China
JX066	冀1642 Ji 1642	黄河流域, 中国 Yellow River basin, China	JX233	新早135 Xinzao 135	西北内陆, 中国 Northwest inland, China
JX068	冀1755 Ji 1755	黄河流域, 中国 Yellow River basin, China	JX234	子鼎075 Ziding 075	西北内陆, 中国 Northwest inland, China
JX069	冀丰522(R) Jifeng 522	黄河流域, 中国 Yellow River basin, China	JX235	新早A5 Xinzao A5	西北内陆, 中国 Northwest inland, China
JX070	邯6208(R) Han 6208	黄河流域, 中国 Yellow River basin, China	JX236	六师096 Liushi 096	西北内陆, 中国 Northwest inland, China
JX071	冀棉958(R) Jimian 958	黄河流域, 中国 Yellow River basin, China	JX237	六师266 Liushi 266	西北内陆, 中国 Northwest inland, China
JX072	冀丰554(R) Jifeng 554	黄河流域, 中国 Yellow River basin, China	JX238	子鼎221 Ziding 221	西北内陆, 中国 Northwest inland, China
JX073	冀1316(R) Ji 1316	黄河流域, 中国 Yellow River basin, China	JX239	子鼎777 Ziding 777	西北内陆, 中国 Northwest inland, China
JX074	冀丰4号(R) Jifeng 4	黄河流域, 中国 Yellow River basin, China	JX240	子鼎090 Ziding 090	西北内陆, 中国 Northwest inland, China
JX075	冀1516(R) Ji 1516	黄河流域, 中国 Yellow River basin, China	JX241	子鼎447 Ziding 447	西北内陆, 中国 Northwest inland, China
JX076	邯885(R) Han 885	黄河流域, 中国 Yellow River basin, China	JX242	子鼎103 Ziding 103	西北内陆, 中国 Northwest inland, China
JX077	冀丰1271(R) Jifeng 1271	黄河流域, 中国 Yellow River basin, China	JX243	21-295	西北内陆, 中国 Northwest inland, China
JX078	国欣3号(R) Guoxin 3	黄河流域, 中国 Yellow River basin, China	JX244	子鼎441 Ziding 441	西北内陆, 中国 Northwest inland, China
JX079	鲁棉339 Lumian 339	黄河流域, 中国 Yellow River basin, China	JX245	子鼎302 Ziding 302	西北内陆, 中国 Northwest inland, China
JX080	鲁3892 Lu 3892	黄河流域, 中国 Yellow River basin, China	JX246	子鼎612 Ziding 612	西北内陆, 中国 Northwest inland, China
JX081	14PH035-7	黄河流域, 中国 Yellow River basin, China	JX247	子鼎741 Ziding 741	西北内陆, 中国 Northwest inland, China
JX082	新陆中80号(R) Xinluzhong 80	西北内陆, 中国 Northwest inland, China	JX248	子鼎214 Ziding 214	西北内陆, 中国 Northwest inland, China
JX083	W-389	黄河流域, 中国 Yellow River basin, China	JX249	子鼎277 Ziding 277	西北内陆, 中国 Northwest inland, China
JX084	LL43	黄河流域, 中国 Yellow River basin, China	JX250	新陆早45号(R) Xinluzao 45	西北内陆, 中国 Northwest inland, China
JX085	新棉8号 Xinmian 8	西北内陆, 中国 Northwest inland, China	JX251	新陆早48号(R) Xinluzao 48	西北内陆, 中国 Northwest inland, China
JX086	新陆中54号(R) Xinluzhong 54	西北内陆, 中国 Northwest inland, China	JX252	新陆早72号(R) Xinluzao 72	西北内陆, 中国 Northwest inland, China
JX087	K-1506	黄河流域, 中国 Yellow River basin, China	JX253	Z1112(R)	西北内陆, 中国 Northwest inland, China
JX088	新陆中21号(R) Xinluzhong 21	西北内陆, 中国 Northwest inland, China	JX254	X19075(R)	西北内陆, 中国 Northwest inland, China
JX089	新陆中77号(R) Xinluzhong 77	西北内陆, 中国 Northwest inland, China	JX255	T115(R)	西北内陆, 中国 Northwest inland, China
JX090	新陆中75号(R) Xinluzhong 75	西北内陆, 中国 Northwest inland, China	JX256	H33-1-4(R)	西北内陆, 中国 Northwest inland, China
JX091	LL59	黄河流域, 中国 Yellow River basin, China	JX257	H216(R)	西北内陆, 中国 Northwest inland, China
JX092	新陆早61号(R) Xinluzao 61	西北内陆, 中国 Northwest inland, China	JX258	新陆早81号(R) Xinluzao 81	西北内陆, 中国 Northwest inland, China
JX093	辽棉34(R) Liaomian 34	北部特早熟棉区, 中国 Northern extra early cotton region, China	JX259	新陆早64号(R) Xinluzao 64	西北内陆, 中国 Northwest inland, China
JX094	中棉所49(R) CCRI 49	西北内陆, 中国 Northwest inland, China	JX260	H219(R)	西北内陆, 中国 Northwest inland, China
JX095	冀棉653(R) Jimian 653	黄河流域, 中国 Yellow River basin, China	JX261	新陆中87号(R) Xinluzhong 87	西北内陆, 中国 Northwest inland, China
JX096	石抗126(R) Shikang 126	黄河流域, 中国 Yellow River basin, China	JX262	新石K28(R) Xinshi K28	西北内陆, 中国 Northwest inland, China
JX097	鲁棉28(R) Lumian 28	黄河流域, 中国 Yellow River basin, China	JX263	新石K25(R) Xinshi K25	西北内陆, 中国 Northwest inland, China
JX099	08S51	黄河流域, 中国 Yellow River basin, China	JX264	新石K24(R) Xinshi K24	西北内陆, 中国 Northwest inland, China
JX100	中棉所69(R) CCRI 69	黄河流域, 中国 Yellow River basin, China	JX265	新陆早36号(R) Xinluzao 36	西北内陆, 中国 Northwest inland, China
JX101	中H177 Zhong H177	黄河流域, 中国 Yellow River basin, China	JX266	新陆早62号(R) Xinluzao 62	西北内陆, 中国 Northwest inland, China
JX102	中S9612 Zhong S9612	黄河流域, 中国 Yellow River basin, China	JX267	新陆早46号(R) Xinluzao 46	西北内陆, 中国 Northwest inland, China
JX103	中9807 Zhong 9807	黄河流域, 中国 Yellow River basin, China	JX268	新石K21(R) Xinshi K21	西北内陆, 中国 Northwest inland, China
JX104	中J0102 Zhong J0102	黄河流域, 中国 Yellow River basin, China	JX269	新石K35(R) Xinshi K35	西北内陆, 中国 Northwest inland, China
JX105	中J8588 Zhong J8588	黄河流域, 中国 Yellow River basin, China	JX270	新石K18(R) Xinshi K18	西北内陆, 中国 Northwest inland, China
JX106	中J9648 Zhong J9648	黄河流域, 中国 Yellow River basin, China	JX271	新石K26(R) Xinshi K26	西北内陆, 中国 Northwest inland, China
JX107	新陆中40号(R) Xinluzhong 40	西北内陆, 中国 Northwest inland, China	JX272	新石H21 Xinshi H21	西北内陆, 中国 Northwest inland, China
JX108	新陆中46号(R) Xinluzhong 46	西北内陆, 中国 Northwest inland, China	JX273	新石H16(R) Xinshi H16	西北内陆, 中国 Northwest inland, China
JX111	05sj	黄河流域, 中国 Yellow River basin, China	JX274	新石H12(R) Xinshi H12	西北内陆, 中国 Northwest inland, China
JX112	GB518(R)	黄河流域, 中国 Yellow River basin, China	JX275	新陆早80号(R) Xinluzao 80	西北内陆, 中国 Northwest inland, China
JX113	中棉96019(R) Zhongmian 96019	黄河流域, 中国 Yellow River basin, China	JX276	庄稼汉701(R) Zhuangjiahan 701	西北内陆, 中国 Northwest inland, China
JX114	冀棉803(R) Jimian 803	黄河流域, 中国 Yellow River basin, China	JX277	金垦1814 Jinkeng 1814	西北内陆, 中国 Northwest inland, China
JX115	德棉16(R) Demian 16	黄河流域, 中国 Yellow River basin, China	JX278	新陆早74号(R) Xinluzao 74	西北内陆, 中国 Northwest inland, China
JX116	中棉所117(R) CCRI 117	黄河流域, 中国 Yellow River basin, China	JX279	石研2号 Shiyan 2	西北内陆, 中国 Northwest inland, China
JX117	中棉所119(R) CCRI 119	黄河流域, 中国 Yellow River basin, China	JX280	新陆早37号(R) Xinluzao 37	西北内陆, 中国 Northwest inland, China
JX118	冀棉262(R) Jimian 262	黄河流域, 中国 Yellow River basin, China	JX281	新陆早75号(R) Xinluzao 75	西北内陆, 中国 Northwest inland, China
JX119	中棉612(R) Zhongmian 612	黄河流域, 中国 Yellow River basin, China	JX282	新陆早12号(R) Xinluzao 12	西北内陆, 中国 Northwest inland, China
JX120	中MB11761A(R) Zhong MB11761A	黄河流域, 中国 Yellow River basin, China	JX283	新陆早82号(R) Xinluzao 82	西北内陆, 中国 Northwest inland, China
JX121	中棉所100(R) CCRI 100	黄河流域, 中国 Yellow River basin, China	JX284	五师16-15(R) Wushi 16-15	西北内陆, 中国 Northwest inland, China
JX122	运棉SP1 Yunmian SP1	黄河流域, 中国 Yellow River basin, China	JX285	五师16-13(R) Wushi 16-13	西北内陆, 中国 Northwest inland, China
JX123	运早F6 Yunzao F6	黄河流域, 中国 Yellow River basin, China	JX286	Y21(R)	西北内陆, 中国 Northwest inland, China
JX124	运早F9 Yunzao F9	黄河流域, 中国 Yellow River basin, China	JX287	新陆早53号(R) Xinluzao 53	西北内陆, 中国 Northwest inland, China
JX125	运棉SP2 Yunmian SP2	黄河流域, 中国 Yellow River basin, China	JX288	Z1122	西北内陆, 中国 Northwest inland, China
JX126	运棉SP4 Yunmian SP4	黄河流域, 中国 Yellow River basin, China	JX289	新陆早47号(R) Xinluzao 47	西北内陆, 中国 Northwest inland, China
JX127	运棉SP5 Yunmian SP5	黄河流域, 中国 Yellow River basin, China	JX290	新陆早60号(R) Xinluzao 60	西北内陆, 中国 Northwest inland, China
JX128	运棉SP6 Yunmian SP6	黄河流域, 中国 Yellow River basin, China	JX291	新陆早78号(R) Xinluzao 78	西北内陆, 中国 Northwest inland, China
JX129	运棉SP9 Yunmian SP9	黄河流域, 中国 Yellow River basin, China	JX292	新陆早65号(R) Xinluzao 65	西北内陆, 中国 Northwest inland, China
JX130	运棉SP12 Yunmian SP12	黄河流域, 中国 Yellow River basin, China	JX293	新陆早1号(R) Xinluzao 1	西北内陆, 中国 Northwest inland, China
JX131	运早S129 Yunzao S129	黄河流域, 中国 Yellow River basin, China	JX294	新陆早2号(R) Xinluzao 2	西北内陆, 中国 Northwest inland, China
JX132	运早S136 Yunzao S136	黄河流域, 中国 Yellow River basin, China	JX295	新陆早4号(R) Xinluzao 4	西北内陆, 中国 Northwest inland, China
JX133	运早S171 Yunzao S171	黄河流域, 中国 Yellow River basin, China	JX296	新陆早9号(R) Xinluzao 9	西北内陆, 中国 Northwest inland, China
JX134	14N105	黄河流域, 中国 Yellow River basin, China	JX297	新陆早10号(R) Xinluzao 10	西北内陆, 中国 Northwest inland, China
JX135	14E7	黄河流域, 中国 Yellow River basin, China	JX298	新陆早15号(R) Xinluzao 15	西北内陆, 中国 Northwest inland, China
JX137	14N107	黄河流域, 中国 Yellow River basin, China	JX299	新陆早17号(R) Xinluzao 17	西北内陆, 中国 Northwest inland, China
JX138	运Z-47 Yun Z-47	黄河流域, 中国 Yellow River basin, China	JX300	新陆早20号(R) Xinluzao 20	西北内陆, 中国 Northwest inland, China
JX139	中棉所50号(R) CCRI 50	黄河流域, 中国 Yellow River basin, China	JX301	新陆早21号(R) Xinluzao 21	西北内陆, 中国 Northwest inland, China
JX140	农科344 Nongke 344	西北内陆, 中国 Northwest inland, China	JX302	新陆早22号(R) Xinluzao 22	西北内陆, 中国 Northwest inland, China
JX141	六师136 Liushi 136	西北内陆, 中国 Northwest inland, China	JX303	新陆早23号(R) Xinluzao 23	西北内陆, 中国 Northwest inland, China
JX142	农科331 Nongke 331	西北内陆, 中国 Northwest inland, China	JX304	新陆早24号(R) Xinluzao 24	西北内陆, 中国 Northwest inland, China
JX143	NK19-22-1	西北内陆, 中国 Northwest inland, China	JX305	新陆早25号(R) Xinluzao 25	西北内陆, 中国 Northwest inland, China
JX144	农科289 Nongke 289	西北内陆, 中国 Northwest inland, China	JX306	新陆早29号(R) Xinluzao 29	西北内陆, 中国 Northwest inland, China
JX145	NK19-194	西北内陆, 中国 Northwest inland, China	JX307	新陆早30号(R) Xinluzao 30	西北内陆, 中国 Northwest inland, China
JX146	NK19-153-2	西北内陆, 中国 Northwest inland, China	JX308	新陆早31号(R) Xinluzao 31	西北内陆, 中国 Northwest inland, China
JX147	276X346	西北内陆, 中国 Northwest inland, China	JX309	新陆早32号(R) Xinluzao 32	西北内陆, 中国 Northwest inland, China
JX148	NK18-458-1	西北内陆, 中国 Northwest inland, China	JX310	新陆早33号(R) Xinluzao 33	西北内陆, 中国 Northwest inland, China
JX149	农科291 Nongke 291	西北内陆, 中国 Northwest inland, China	JX311	新陆早34号(R) Xinluzao 34	西北内陆, 中国 Northwest inland, China
JX150	NK19-298-2	西北内陆, 中国 Northwest inland, China	JX312	新陆早35号(R) Xinluzao 35	西北内陆, 中国 Northwest inland, China
JX151	NK19-124	西北内陆, 中国 Northwest inland, China	JX313	新陆早38号(R) Xinluzao 38	西北内陆, 中国 Northwest inland, China
JX152	农科192 Nongke 192	西北内陆, 中国 Northwest inland, China	JX314	新陆早39号(R) Xinluzao 39	西北内陆, 中国 Northwest inland, China
JX153	NK18-367-2	西北内陆, 中国 Northwest inland, China	JX315	新陆早42号(R) Xinluzao 42	西北内陆, 中国 Northwest inland, China
JX154	六师081 Liushi 081	西北内陆, 中国 Northwest inland, China	JX316	新陆早49号(R) Xinluzao 49	西北内陆, 中国 Northwest inland, China
JX155	六师371 Liushi 371	西北内陆, 中国 Northwest inland, China	JX317	新陆早50号(R) Xinluzao 50	西北内陆, 中国 Northwest inland, China
JX156	NK19-383-1	西北内陆, 中国 Northwest inland, China	JX318	新陆早51号(R) Xinluzao 51	西北内陆, 中国 Northwest inland, China
JX157	NK19-311	西北内陆, 中国 Northwest inland, China	JX319	611波(R) 611 Bo	前苏联 Former Soviet Union
JX158	NK19-237-3	西北内陆, 中国 Northwest inland, China	JX320	岱字棉15(R) Deltapine 15	美国 USA
JX159	子鼎104 Ziding 104	西北内陆, 中国 Northwest inland, China	JX321	塔什干2号(R) Tashigan 2	前苏联 Former Soviet Union
JX160	NK19-280-2	西北内陆, 中国 Northwest inland, China	JX322	金字棉(R) King	美国 USA
JX161	新A9 Xin A9	西北内陆, 中国 Northwest inland, China	JX323	贝尔斯诺(R) Beiersinuo	美国 USA
JX162	新A6 Xin A6	西北内陆, 中国 Northwest inland, China	JX324	爱字棉1517(R) Acala 1517	美国 USA
JX163	新A7 Xin A7	西北内陆, 中国 Northwest inland, China	JX325	108夫(R) 108 Fu	前苏联 Former Soviet Union
JX164	新A12 Xin A12	西北内陆, 中国 Northwest inland, China	JX326	中棉所12(R) CCRI 12	黄河流域, 中国 Yellow River basin, China
JX165	新A10 Xin A10	西北内陆, 中国 Northwest inland, China	JX327	中棉所19(R) CCRI 19	黄河流域, 中国 Yellow River basin, China
JX166	新A5 Xin A5	西北内陆, 中国 Northwest inland, China	JX328	中棉所35(R) CCRI 35	黄河流域, 中国 Yellow River basin, China
JX167	新A11 Xin A11	西北内陆, 中国 Northwest inland, China	JX330	KK-1543(R)	前苏联 Former Soviet Union

附表1

表1

表2

图1

表3

图2

图3

表4

图4

表5

[1]	Fang L, Wang Q, Hu Y, Jia Y H, Chen J D, Liu B L, Zhang Z Y, Guan X Y, Chen S Q, Zhou B L, Mei G F, Sun J L, Pan Z E, He S P, Xiao S H, Shi W J, Gong W F, Liu J G, Ma J, Cai C P, Zhu X F, Guo W Z, Du X M, Zhang T Z. Genomic analyses in cotton identify signatures of selection and loci associated with fiber quality and yield traits. Nat Genet, 2017, 49: 1089-1098. doi: 10.1038/ng.3887 pmid: 28581501
[2]	李付广. 全产业链布局推进中国棉花提质增效及提升国际竞争力. 农学学报, 2019, 9(3): 6-10.
	Li F G. China’s cotton industry through construction of the whole industrial chain: improving quality and performance and enhancing international competitiveness. J Agric, 2019, 9(3): 6-10 (in Chinese with English abstract).
[3]	Su J J, Li L B, Pang C Y, Wei H L, Wang C X, Song M Z, Wang H T, Zhao S Q, Zhang C, Mao G Z, Huang L, Wang C S, Fan S L, Yu S X. Two genomic regions associated with fiber quality traits in Chinese upland cotton under apparent breeding selection. Sci Rep, 2016, 6: 38496. doi: 10.1038/srep38496 pmid: 27924947
[4]	Sohu R S, Singh P, Gill B S. Genetic analysis of fiber traits in upland cotton (Gossypium hirsutum L.). J Cotton Res Dev, 2016, 30: 22-28.
[5]	Zhang C, Li L B, Liu Q B, Gu L J, Huang J Q, Wei H L, Wang H T, Yu S X. Identification of loci and candidate genes responsible for fiber length in upland cotton (Gossypium hirsutum L.) via association mapping and linkage analyses. Front Plant Sci, 2019, 10: 53. doi: 10.3389/fpls.2019.00053 pmid: 30804954
[6]	Said J I, Knapka J A, Song M Z, Zhang J F. Cotton QTLdb: a cotton QTL database for QTL analysis, visualization, and comparison between Gossypium hirsutum and G. hirsutum × G. barbadense populations. Mol Genet Genomics, 2015, 290: 1615-1625.
[7]	Ijaz B, Zhao N, Kong J, Hua J P. Fiber quality improvement in upland cotton (Gossypium hirsutum L.): quantitative trait loci mapping and marker assisted selection application. Front Plant Sci, 2019, 10: 1585.
[8]	Ma Z Y, He S P, Wang X F, Sun J L, Zhang Y, Zhang G Y, Wu L Q, Li Z K, Liu Z H, Sun G F, Yan Y Y, Jia Y H, Yang J, Pan Z E, Gu Q S, Li X Y, Sun Z W, Dai P H, Liu Z W, Gong W F, Wu J H, Wang M, Liu H W, Feng K Y, Ke H F, Wang J D, Lan H Y, Wang G N, Peng J, Wang N, Wang L R, Pang B Y, Peng Z, Li R Q, Tian S L, Du X M. Resequencing a core collection of upland cotton identifies genomic variation and loci influencing fiber quality and yield. Nat Genet, 2018, 50: 803-813. doi: 10.1038/s41588-018-0119-7 pmid: 29736016
[9]	Tang W X, Tu L L, Yang X Y, Tan J F, Deng F L, Hao J, Guo K, Lindsey K, Zhang X L. The calcium sensor GhCaM7 promotes cotton fiber elongation by modulating reactive oxygen species (ROS) production. New Phytol, 2014, 202: 509-520.
[10]	马艳明, 娄鸿耀, 王威, 孙娜, 颜国荣, 张胜军, 刘杰, 倪中福, 徐麟. 新疆冬小麦籽粒品质性状遗传差异与关联分析. 作物学报, 2024, 50: 1394-1405.
	Ma Y M, Lou H Y, Wang W, Sun N, Yan G R, Zhang S J, Liu J, Ni Z F, Xu L. Genetic difference and genome association analysis of grain quality traits in Xinjiang winter wheat. Acta Agron Sin, 2024, 50: 1394-1405 (in Chinese with English abstract). doi: 10.3724/SP.J.1006.2024.31030
[11]	毕俊鸽, 曾占奎, 李琼, 洪壮壮, 颜群翔, 赵越, 王春平. 两个RIL群体中小麦籽粒品质相关性状QTL定位及KASP标记开发. 作物学报, 2024, 50 : 1669-1683. doi: 10.3724/SP.J.1006.2024.31073
	Bi J G, Zeng Z K, Li Q, Hong Z Z, Yan Q X, Zhao Y, Wang C P. QTL mapping and KASP marker development of grain quality- relating traits in two wheat RIL populations. Acta Agron Sin, 2024, 50: 1669-1683 (in Chinese with English abstract).
[12]	Li Z H, Wang P C, You C Y, Yu J W, Zhang X N, Yan F L, Ye Z X, Shen C, Li B Q, Guo K, Liu N, Thyssen Gregory N, Fang D D, Lindsey K, Zhang X L, Wang M J, Tu L L. Combined GWAS and eQTL analysis uncovers a genetic regulatory network orchestrating the initiation of secondary cell wall development in cotton. New Phytol, 2020, 226: 1738-1752. doi: 10.1111/nph.16468 pmid: 32017125
[13]	柯会锋, 张震, 谷淇深, 赵艳, 李培育, 张冬梅, 崔彦茹, 王省芬, 吴立强, 张桂寅, 马峙英, 孙正文. 低磷胁迫下陆地棉苗期根生物量相关性状全基因组关联分析. 作物学报, 2022, 48: 2168-2179. doi: 10.3724/SP.J.1006.2022.14152
	Ke H F, Zhang Z, Gu Q S, Zhao Y, Li P Y, Zhang D M, Cui Y R, Wang X F, Wu L Q, Zhang G Y, Ma Z Y, Sun Z W. Genome-wide association study of root biomass related traits at seeding stage under low phosphorus stress in cotton (Gossypium hirsutum L.). Acta Agron Sin, 2022, 48: 2168-2179 (in Chinese with English abstract).
[14]	姜洪真, 马伯军, 钱前, 高振宇. 全基因组关联分析(GWAS)在作物农艺性状研究中的应用. 农业生物技术学报, 2018, 26: 1244-1257.
	Jiang H Z, Ma B J, Qian Q, Gao Z Y. The application of genome-wide association study (GWAS) in crop agronomic traits. J Agric Biotechnol, 2018, 26: 1244-1257 (in Chinese with English abstract).
[15]	Li X Y, Wang P, Zhang K X, Liu S L, Qi Z Y, Fang Y L, Wang Y, Tian X C, Song J, Wang J J, Yang C, Sun X, Tian Z X, Li W X, Ning H L. Fine mapping QTL and mining genes for protein content in soybean by the combination of linkage and association analysis. Theor Appl Genet, 2021, 134: 1095-1122.
[16]	Gong J W, Peng Y, Yu J W, Pei W F, Zhang Z, Fan D R, Liu L J, Xiao X H, Liu R X, Lu Q W, Li P T, Shang H H, Shi Y Z, Li J W, Ge Q, Liu A Y, Deng X Y, Fan S M, Pan J T, Chen Q J, Yuan Y L, Gong W K. Linkage and association analyses reveal that hub genes in energy-flow and lipid biosynthesis pathways form a cluster in upland cotton. Comput Struct Biotechnol J, 2022, 20: 1841-1859.
[17]	Zhang Z P, Li Z, He F, Lyu J J, Xie B, Yi X Y, Li J M, Li J, Song J H, Pu Z E, Ma J, Peng Y Y, Chen G Y, Wei Y M, Zhang Y L, Li W. Genome-wide association and linkage mapping strategies reveal the genetic loci and candidate genes of important agronomic traits in Sichuan wheat. J Integr Agric, 2023, 22: 3380-3393.
[18]	Wang H, Xu S T, Fan Y M, Liu N N, Zhan W, Liu H J, Xiao Y J, Li K, Pan Q C, Li W Q, Deng M, Liu J, Jin M, Yang X H, Li J S, Li Q, Yan J B. Beyond pathways: genetic dissection of tocopherol content in maize kernels by combining linkage and association analyses. Plant Biotechnol J, 2018, 16: 1464-1475. doi: 10.1111/pbi.12889 pmid: 29356296
[19]	霍强, 杨鸿, 陈志友, 荐红举, 曲存民, 卢坤, 李加纳. 基于QTL定位和全基因组关联分析筛选甘蓝型油菜株高和一次有效分枝高度的候选基因. 作物学报, 2020, 46: 214-227. doi: 10.3724/SP.J.1006.2020.94067
	Huo Q, Yang H, Chen Z Y, Jian H J, Qu C M, Lu K, Li J N. Candidate genes screening for plant height and the first branch height based on QTL mapping and genome-wide association study in rapeseed (Brassica napus L.). Acta Agron Sin, 2020, 46: 214-227 (in Chinese with English abstract).
[20]	Liu R X, Gong J W, Xiao X H, Zhang Z, Li J W, Liu A Y, Lu Q W, Shang H H, Shi Y Z, Ge Q, Iqbal Muhammad S, Deng X Y, Li S Q, Pan J T, Duan L, Zhang Q, Jiang X, Zou X Y, Hafeez A, Chen Q J, Geng H W, Gong W K, Yuan Y L. GWAS analysis and QTL identification of fiber quality traits and yield components in upland cotton using enriched high-density SNP markers. Front Plant Sci, 2018, 9: 1067. doi: 10.3389/fpls.2018.01067 pmid: 30283462
[21]	温天旺. 连锁和关联作图解析棕色棉重要农艺性状的遗传基础. 华中农业大学博士学位论文, 湖北武汉, 2019.
	Wen T W. Genetic Basis of the Agronomic Traits of Brown Fiber Cotton Revealed by Linkage and Association Mapping. PhD Dissertation of Huazhong Agricultural University, Wuhan, Hubei, China, 2019 (in Chinese with English abstract).
[22]	Wang M J, Tu L L, Lin M, Lin Z X, Wang P C, Yang Q Y, Ye Z X, Shen C, Li J Y, Zhang L, Zhou X L, Nie X H, Li Z H, Guo K, Ma Y Z, Huang C, Jin S X, Zhu L F, Yang X Y, Min L, Yuan D J, Zhang Q H, Lindsey K, Zhang X L. Asymmetric sub genome selection and cis-regulatory divergence during cotton domestication. Nat Genet, 2017, 49: 579-587.
[23]	宋国立, 崔荣霞, 王坤波, 郭立平, 黎绍惠, 王春英, 张香娣. 改良CTAB法快速提取棉花DNA. 棉花学报, 1998, 10(5): 50-52.
	Song G L, Cui R X, Wang K B, Guo L P, Li S H, Wang C Y, Zhang X D. A rapid improved CTAB method for extraction of cotton genomic DNA. Cotton Sci, 1998, 10(5): 50-52 (in Chinese with English abstract).
[24]	徐云碧, 杨泉女, 郑洪建, 许彦芬, 桑志勤, 郭子锋, 彭海, 张丛, 蓝昊发, 王蕴波, 吴坤生, 陶家军, 张嘉楠. 靶向测序基因型检测(GBTS)技术及其应用. 中国农业科学, 2020, 53: 2983-3004. doi: 10.3864/j.issn.0578-1752.2020.15.001
	Xu Y B, Yang Q N, Zheng H J, Xu Y F, Sang Z Q, Guo Z F, Peng H, Zhang C, Lan H F, Wang Y B, Wu K S, Tao J J, Zhang J N. Genotyping by target sequencing (GBTS) and its applications. Sci Agric Sin, 2020, 53: 2983-3004 (in Chinese with English abstract). doi: 10.3864/j.issn.0578-1752.2020.15.001
[25]	Si Z F, Jin S K, Li J Y, Han Z G, Li Y Q, Wu X N, Ge Y X, Fang L, Zhang T Z, Hu Y. The design, validation, and utility of the “ZJU CottonSNP40K” liquid chip through genotyping by target sequencing. Ind Crops Prod, 2022, 188: 115629.
[26]	Su J J, Wang C X, Yang D L, Shi C H, Zhang A, Ma Q, Liu J J, Zhang X L, Huang L, Ma X F. Decryption of favorable haplotypes and potential candidate genes for five fiber quality properties using a relatively novel genome-wide association study procedure in upland cotton. Ind Crops Prod, 2020, 158: 113004.
[27]	Meng L, Li H H, Zhang L Y, Wang J K. QTL IciMapping: integrated software for genetic linkage map construction and quantitative trait locus mapping in biparental populations. Crop J, 2015, 3: 269-283. doi: 10.1016/j.cj.2015.01.001
[28]	Su J J, Ma Q, Li M, Hao F S, Wang C X. Multi-locus genome-wide association studies of fiber-quality related traits in Chinese early-maturity upland cotton. Front Plant Sci, 2018, 9: 1169. doi: 10.3389/fpls.2018.01169 pmid: 30166989
[29]	Liu S, Fan C C, Li J N, Cai G Q, Yang Q Y, Wu J, Yi X Q, Zhang C Y, Zhou Y M. A genome-wide association study reveals novel elite allelic variations in seed oil content of Brassica napus. Theor Appl Genet, 2016, 129: 1203-1215.
[30]	Chang C C, Chow C C, Tellier L C, Vattikuti S, Purcell S M, Lee J J. Second-generation PLINK: rising to the challenge of larger and richer datasets. GigaScience, 2015, 4: 7. doi: 10.1186/s13742-015-0047-8 pmid: 25722852
[31]	Zhang T Z, Hu Y, Jiang W K, Fang L, Guan X Y, Chen J D, Zhang J B, Saski C A, Scheffler B E, Stelly D M, Hulse-Kemp A M, Wan Q, Liu B L, Liu C X, Wang S, Pan M Q, Wang Y K, Wang D W, Ye W X, Chang L J, Zhang W P, Song Q X, Kirkbride R C, Chen X Y, Dennis E, Llewellyn D J, Peterson D G, Thaxton P, Jones D C, Wang Q, Xu X Y, Zhang H, Wu H T, Zhou L, Mei G F, Chen S Q, Tian Y, Xiang D, Li X H, Ding J, Zuo Q Y, Tao L N, Liu Y C, Li J, Lin Y, Hui Y Y, Cao Z S, Cai C P, Zhu X F, Jiang Z, Zhou B L, Guo W Z, Li R Q, Chen Z J. Sequencing of allotetraploid cotton (Gossypium hirsutum L. acc. TM-1) provides a resource for fiber improvement. Nature Biotechnol, 2015, 33: 531-537.
[32]	Zhu T, Liang C Z, Meng Z G, Sun G Q, Meng Z H, Guo S D, Zhang R. CottonFGD: an integrated functional genomics database for cotton. BMC Plant Biol, 2017, 17: 101.
[33]	Naoumkina M, Thyssen G N, Fang D D, Jenkins J N, McCarty J C, Florane C B. Genetic and transcriptomic dissection of the fiber length trait from a cotton (Gossypium hirsutum L.) MAGIC population. BMC Genomics, 2019, 20: 112. doi: 10.1186/s12864-019-5427-5 pmid: 30727946
[34]	Chen H, Han Z G, Ma Q, Dong C G, Ning X Z, Li J L, Lin H, Xu S Z, Li Y Q, Hu Y, Si Z F, Song Q P. Identification of elite fiber quality loci in upland cotton based on the genotyping-by-target- sequencing technology. Front Plant Sci, 2022, 13: 1027806.
[35]	赵芊, 赵雪萌, 宋聪, 黄媛媛, 贾振华, 宋水山. 植物CaMs/ CMLs家族研究进展. 植物生理学报, 2024, 60: 1357-1366.
	Zhao Q, Zhao X M, Song C, Huang Y Y, Jia Z H, Song S S. Research progress of CaMs/CMLs family in plant. Plant Physiol J, 2024, 60: 1357-1366 (in Chinese with English abstract).
[36]	何永辉. 棉花钙调素与类钙调素基因家族表达分析及棉花纤维离子组测定. 华中农业大学硕士学位论文, 湖北武汉, 2015.
	He Y H. Expression Analysis of Calmodulin and Calmodulin-like Gene Family and Ionome Analysis of Cotton Fiber. MS Thesis of Huazhong Agricultural University, Wuhan, Hubei, China, 2015 (in Chinese with English abstract).
[37]	Wang R, Liu X Y, Liang S, Ge Q, Li Y F, Shao J X, Qi Y F, An L J, Yu F. A subgroup of MATE transporter genes regulates hypocotyl cell elongation in Arabidopsis. J Exp Bot, 2015, 66: 6327-6343. doi: 10.1093/jxb/erv344 pmid: 26160579
[38]	Zhao N, Wang Y M, Hua J P. Genomewide identification of PPR gene family and prediction analysis on restorer gene in Gossypium. J Genet, 2018, 97: 1083-1095. pmid: 30555058

Viewed

Full text

From	Others	local

Times	1	87
Rate	1%	99%

Abstract

117

Just accepted	Online first	Issue

19	0	98

	From	local

	Times	117
	Rate	100%

Cited

Web of Science	Crossref	ScienceDirect	Search for Citations in Google Scholar >>


This page requires you have already subscribed to WoS.

Shared

Discussed

性状 Trait	环境 Environment	亲本Parents		重组自交系群体RIL population
性状 Trait	环境 Environment	Q30-12	05SJ	最大值 Max.	最小值 Min.	平均值 Average	标准差 Standard deviation	偏度 Skewness	峰度 Kurtosis	变异系数 CV (%)
纤维长度 FL (mm)	E1	27.5^**	31.5^**	33.0	24.6	29.28	1.44	-0.104	0.374	4.92%
纤维长度 FL (mm)	E2	28.7^**	31.8^**	32.5	25.0	29.45	1.42	-0.561	0.534	4.82%

染色体 Chromosome	位点名称 QTL name	标记区间 Marker interval	环境 Environment	LOD值 LOD value	表型贡献率 Phenotypic variation explained (%)	加性效应 Additive effect
A05	qFL-A05-1	A05_3746985-A05_5040514	E1	3.17	6.77	-0.40
A05	qFL-A05-1	A05_3746985-A05_5040514	E2	3.01	5.30	-0.35
D11	qFL-D11-1	D11_42346892-D11_49760967	E1	2.53	4.08	-0.31
D11	qFL-D11-2	D11_23991504-D11_24047565	E1	3.44	5.78	-0.38
D11	qFL-D11-2	D11_23991504-D11_24047565	E2	4.18	6.20	-0.40
D13	qFL-D13-1	D13_4004318-D13_4087951	E1	3.91	7.61	-0.43

性状 Trait	环境 Environment	最大值 Max.	最小值 Min.	平均值 Average	标准差 Standard deviation	偏度 Skewness	峰度 Kurtosis	变异系数 CV (%)
纤维长度 FL (mm)	E3	35.6	25.5	31.0^***	1.83	-0.114	-0.025	5.90
	E4	34.3	24.4	28.8^***	1.65	-0.037	-0.018	5.73
	BLUP	33.1	26.8	29.9^***	1.17	-0.127	0.049	3.91

染色体 Chromosome	位置 Position (bp)	P值 P-value	表型变异解释率 R² (%)	SNP基因型 SNP genotypes
A01	18936405	0.0000093	7.8	T/C
A03	17570758	0.0000399	6.8	T/G
A03	99847837	0.0000470	6.7	T/C
A03	104815345	0.0000126	7.6	T/C
A03	108732262	0.0000411	6.8	A/G
D05	29514256	0.0000187	7.3	C/G
D11	23847995	0.0000334	6.9	A/T
D11	23848335	0.0000334	6.9	T/C
D11	23889334	0.0000325	6.9	T/C
D11	23892045	0.0000311	6.9	A/G
D11	23923162	0.0000275	7.0	A/G
D11	23924389	0.0000275	7.0	A/T
D11	23924409	0.0000275	7.0	T/C
D11	23944152	0.0000275	7.0	T/C
D11	23944771	0.0000325	6.9	T/C
D11	23957256	0.0000325	6.9	A/T
D11	23974124	0.0000325	6.9	A/G
D11	23991504	0.0000325	6.9	A/G
D11	24001762	0.0000270	7.0	G/T
D11	24002127	0.0000275	7.0	A/G
D11	24004627	0.0000325	6.9	G/A
D11	24004889	0.0000275	7.0	C/T
D11	24019910	0.0000325	6.9	T/C
D12	34731895	0.0000229	7.2	A/G

基因ID Genes ID	基因名称Genes name	基因编码区SNP变异 SNP variants in CDS of genes			功能注释 Annotation
基因ID Genes ID	基因名称Genes name	位置 Position	碱基 Bases	氨基酸Amino acids	功能注释 Annotation
GH_D11G2045	CML1	24001762	G→T	D→E	类钙调蛋白1 Calmodulin-like protein 1
GH_D11G2046	DTX51	24003610	T→C	—	解毒蛋白51 Protein DETOXIFICATION 51
		24003645	C→T	A→T
		24003668	T→C	N→S
		24004421	G→C	P→R
		24004627	G→A	L→F
		24004651	T→C	I→M
GH_D11G2047	PCMP-E88	24009170	G→A	—	五肽重复序列蛋白At3g09040 Pentatricopeptide repeat-containing protein At3g09040
		24009414	G→A	A→V
		24009646	C→T	V→I
		24009796	A→C	F→V
		24010057	G→A	P→S
		24010285	G→A	H→Y
		24010356	C→T	G→D
		24010672	A→C	W→G
		24011417	G→A	—
		24011426	T→C	—

Just accepted

Online first

Just accepted

Online first

[1]	徐建霞, 丁延庆, 曹宁, 程斌, 高旭, 李文贞, 张立异. 中国高粱株高和节间数全基因组关联分析及候选基因预测[J]. 作物学报, 2025, 51(3): 568-585.
[2]	赵斐斐, 李少雄, 刘浩, 李海芬, 王润风, 黄璐, 余倩霞, 洪彦彬, 陈小平, 鲁清, 曹玉曼. 花生主茎节间和侧枝节间长度的关联作图及候选基因分析[J]. 作物学报, 2025, 51(2): 548-556.
[3]	杨景发, 余鑫莲, 姚有华, 姚晓华, 王蕾, 吴昆仑, 李新. 青稞分蘖角度的QTL定位[J]. 作物学报, 2025, 51(1): 260-272.
[4]	马敏虎, 常华瑜, 陈朝燕, 仁增, 刘廷辉, 邢国芳, 郭刚刚. 苗草专用型大麦品种鉴定及全基因组关联分析[J]. 作物学报, 2025, 51(1): 91-102.
[5]	禹海龙, 吴文雪, 裴星旭, 刘晓宇, 邓跟望, 李西臣, 甄士聪, 望俊森, 赵永涛, 许海霞, 程西永, 詹克慧. 小麦茎秆性状的转录组测序及全基因组关联分析[J]. 作物学报, 2024, 50(9): 2187-2206.
[6]	彭小爱, 卢茂昂, 张玲, 刘童, 曹磊, 宋有洪, 郑文寅, 何贤芳, 朱玉磊. 基于55K SNP芯片的小麦籽粒主要品质性状的全基因组关联分析[J]. 作物学报, 2024, 50(8): 1948-1960.
[7]	韩丽, 汤胜胜, 李佳, 胡海斌, 刘龙龙, 吴斌. 燕麦SNP高密度遗传图谱构建及β-葡聚糖含量QTL定位[J]. 作物学报, 2024, 50(7): 1710-1718.
[8]	毕俊鸽, 曾占奎, 李琼, 洪壮壮, 颜群翔, 赵越, 王春平. 两个RIL群体中小麦籽粒品质相关性状QTL定位及KASP标记开发[J]. 作物学报, 2024, 50(7): 1669-1683.
[9]	秦娜, 叶珍言, 朱灿灿, 付森杰, 代书桃, 宋迎辉, 景雅, 王春义, 李君霞. 谷子籽粒类黄酮含量和粒色的QTL定位[J]. 作物学报, 2024, 50(7): 1719-1727.
[10]	李长喜, 董占鹏, 关永虎, 刘金伟, 李航, 梅拥军. 南疆陆地棉农艺性状与皮棉产量性状的遗传贡献及决策系数分析[J]. 作物学报, 2024, 50(6): 1486-1502.
[11]	郑雪晴, 王兴荣, 张彦军, 龚佃明, 邱法展. 玉米果穗相关性状QTL定位及重要候选基因分析[J]. 作物学报, 2024, 50(6): 1435-1450.
[12]	张红梅, 张威, 王琼, 贾倩茹, 孟珊, 熊雅文, 刘晓庆, 陈新, 陈华涛. 大豆籽粒Ve含量的全基因组关联分析[J]. 作物学报, 2024, 50(5): 1223-1235.
[13]	张力岚, 杨军, 王让剑. 茶树橙花叔醇和芳樟醇樱草糖苷含量全基因组关联分析及候选基因预测[J]. 作物学报, 2024, 50(4): 871-886.
[14]	张月, 王志慧, 淮东欣, 刘念, 姜慧芳, 廖伯寿, 雷永. 花生含油量的遗传基础与QTL定位研究进展[J]. 作物学报, 2024, 50(3): 529-542.
[15]	郝倩琳, 杨廷志, 吕新茹, 秦慧敏, 王亚林, 贾晨飞, 夏先春, 马武军, 徐登安. 小麦胚芽鞘长度QTL定位和GWAS分析[J]. 作物学报, 2024, 50(3): 590-602.