Resequencing 200 Flax Cultivated Accessions Identifies Candidate Genes Related to Seed Size and Weight and Reveals Signatures of Artificial Selection

被引:32
作者
Guo, Dongliang [1 ]
Jiang, Haixia [1 ]
Yan, Wenliang [2 ]
Yang, Liangjie [3 ]
Ye, Jiali [1 ]
Wang, Yue [1 ]
Yan, Qingcheng [1 ]
Chen, Jiaxun [1 ]
Gao, Yanfang [1 ]
Duan, Lepeng [1 ]
Liu, Huiqing [1 ]
Xie, Liqiong [1 ]
机构
[1] Xinjiang Univ, Coll Life Sci & Technol, Natl Ctr Melon Engn & Technol, Mol Breeding Lab, Urumqi, Peoples R China
[2] Nanjing Agr Univ, Natl Ctr Soybean Improvement, Key Lab Biol & Genet & Breeding Soybean, Minist Agr,State Key Lab Crop Genet & Germplasm E, Nanjing, Peoples R China
[3] Agr Bur Zhaosu Cty, Herbal Med Innovat Res Ctr, Yili, Peoples R China
基金
中国国家自然科学基金;
关键词
flax (Linum usitatissimum L; domestication; genetic diversity; seed size; genome-wide association studies; selective sweeps; LINUM-USITATISSIMUM L; GENOME-WIDE ASSOCIATION; AGRONOMIC TRAITS; 26S PROTEASOME; ORGAN SIZE; LINKAGE DISEQUILIBRIUM; REGULATES SEED; GRAIN SHAPE; E3; LIGASE; RICE;
D O I
10.3389/fpls.2019.01682
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Seed size and weight are key traits determining crop yield, which often undergo strongly artificial selection during crop domestication. Although seed sizes differ significantly between oil flax and fiber flax, the genetic basis of morphological differences and artificial selection characteristics in seed size remains largely unclear. Here we re-sequenced 200 flax cultivated accessions to generate a genome variation map based on chromosome assembly reference genomes. We provide evidence that oil flax group is the ancestor of cultivated flax, and the oil-fiber dual purpose group (OF) is the evolutionary intermediate transition state between oil and fiber flax. Genome-wide association studies (GWAS) were combined with LD Heatmap to identify candidate regions related to seed size and weight, then candidate genes were screened based on detailed functional annotations and estimation of nucleotide polymorphism effects. Using this strategy, we obtained 13 candidate genes related to seed size and weight. Selective sweeps analysis indicates human-involved selection of small seeds during the oil to fiber flax transition. Our study shows the existence of elite alleles for seed size and weight in flax germplasm and provides molecular insights into approaches for further improvement.
引用
收藏
页数:15
相关论文
共 83 条
[41]   DnaSP v5: a software for comprehensive analysis of DNA polymorphism data [J].
Librado, P. ;
Rozas, J. .
BIOINFORMATICS, 2009, 25 (11) :1451-1452
[42]   Genomic analyses provide insights into the history of tomato breeding [J].
Lin, Tao ;
Zhu, Guangtao ;
Zhang, Junhong ;
Xu, Xiangyang ;
Yu, Qinghui ;
Zheng, Zheng ;
Zhang, Zhonghua ;
Lun, Yaoyao ;
Li, Shuai ;
Wang, Xiaoxuan ;
Huang, Zejun ;
Li, Junming ;
Zhang, Chunzhi ;
Wang, Taotao ;
Zhang, Yuyang ;
Wang, Aoxue ;
Zhang, Yancong ;
Lin, Kui ;
Li, Chuanyou ;
Xiong, Guosheng ;
Xue, Yongbiao ;
Mazzucato, Andrea ;
Causse, Mathilde ;
Fei, Zhangjun ;
Giovannoni, James J. ;
Chetelat, Roger T. ;
Zamir, Dani ;
Staedler, Thomas ;
Li, Jingfu ;
Ye, Zhibiao ;
Du, Yongchen ;
Huang, Sanwen .
NATURE GENETICS, 2014, 46 (11) :1220-1226
[43]   From association to prediction: statistical methods for the dissection and selection of complex traits in plants [J].
Lipka, Alexander E. ;
Kandianis, Catherine B. ;
Hudson, Matthew E. ;
Yu, Jianming ;
Drnevich, Jenny ;
Bradbury, Peter J. ;
Gore, Michael A. .
CURRENT OPINION IN PLANT BIOLOGY, 2015, 24 :110-118
[44]  
Liu YuLiang Liu YuLiang, 2017, Chinese Bulletin of Botany, V52, P113
[45]   Natural variation and artificial selection in four genes determine grain shape in rice [J].
Lu, Li ;
Shao, Di ;
Qiu, Xianjin ;
Sun, Liang ;
Yan, Wenhao ;
Zhou, Xiangchun ;
Yang, Lin ;
He, Yuqing ;
Yu, Sibin ;
Xing, Yongzhong .
NEW PHYTOLOGIST, 2013, 200 (04) :1269-1280
[46]   A PP2C-1 Allele Underlying a Quantitative Trait Locus Enhances Soybean 100-Seed Weight [J].
Lu, Xiang ;
Xiong, Qing ;
Cheng, Tong ;
Li, Qing-Tian ;
Liu, Xin-Lei ;
Bi, Ying-Dong ;
Li, Wei ;
Zhang, Wan-Ke ;
Ma, Biao ;
Lai, Yong-Cai ;
Du, Wei-Guang ;
Man, Wei-Qun ;
Chen, Shou-Yi ;
Zhang, Jin-Song .
MOLECULAR PLANT, 2017, 10 (05) :670-684
[47]   Silage yield and quality traits in elite maize hybrids and their relationship to elemental concentrations in juvenile plants [J].
Melchinger, Albrecht E. ;
Utz, Friedrich H. ;
Bay, Alexander ;
Mirdita, Vilson ;
Ludewig, Uwe .
PLANT BREEDING, 2016, 135 (01) :55-62
[48]   Small-seeded species produce more seeds per square metre of canopy per year, but not per individual per lifetime [J].
Moles, AT ;
Falster, DS ;
Leishman, MR ;
Westoby, M .
JOURNAL OF ECOLOGY, 2004, 92 (03) :384-396
[49]   Association Mapping: Critical Considerations Shift from Genotyping to Experimental Design [J].
Myles, Sean ;
Peiffer, Jason ;
Brown, Patrick J. ;
Ersoz, Elhan S. ;
Zhang, Zhiwu ;
Costich, Denise E. ;
Buckler, Edward S. .
PLANT CELL, 2009, 21 (08) :2194-2202
[50]   Quantitative Trait Locus Mapping for Verticillium wilt Resistance in an Upland Cotton Recombinant Inbred Line Using SNP-Based High Density Genetic Map [J].
Palanga, Koffi Kibalou ;
Jamshed, Muhammad ;
Rashid, Md Harun or ;
Gong, Juwu ;
Li, Junwen ;
Iqbal, Muhammad Sajid ;
Liu, Aiying ;
Shang, Haihong ;
Shi, Yuzhen ;
Chen, Tingting ;
Ge, Qun ;
Zhang, Zhen ;
Dilnur, Tussipkan ;
Li, Weijie ;
Li, Pengtao ;
Gong, Wankui ;
Yuan, Youlu .
FRONTIERS IN PLANT SCIENCE, 2017, 8