Dissection of the domestication-shaped genetic architecture of lettuce primary metabolism

被引:26
作者
Zhang, Weiyi [1 ]
Alseekh, Saleh [2 ,3 ]
Zhu, Xiang [4 ]
Zhang, Qinghua [5 ]
Fernie, Alisdair R. [2 ,3 ]
Kuang, Hanhui [1 ]
Wen, Weiwei [1 ]
机构
[1] Huazhong Agr Univ, Coll Hort & Forestry Sci, Key Lab Hort Plant Biol MOE, Wuhan 430070, Peoples R China
[2] Max Planck Inst Mol Plant Physiol, Muehlenberg 1, D-14476 Potsdam, Germany
[3] Ctr Plant Syst Biol & Biotechnol, Plovdiv 4000, Bulgaria
[4] Thermo Fisher Sci, Shanghai 201206, Peoples R China
[5] Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
关键词
domestication; genome-wide association studies; Lactuca sativa; primary metabolism; NATURAL VARIATION; GALACTINOL SYNTHASE; CHLOROGENIC ACID; PLANT; LACTUCA; EVOLUTIONARY; METABOLOMICS; INSIGHTS; REVEALS; IDENTIFICATION;
D O I
10.1111/tpj.14950
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Lettuce (Lactuca sativa L.) is an important vegetable crop species worldwide. The primary metabolism of this species is essential for its growth, development and reproduction as well as providing a considerable direct source of energy and nutrition for humans. Here, through investigating 77 primary metabolites in 189 accessions including all major horticultural types and wild lettuceL. serriolawe showed that the metabolites inL. serriolawere different from those in cultivated lettuce. The findings were consistent with the demographic model of lettuce and supported a single domestication event for this species. Selection signals among these metabolic traits were detected. Specifically, galactinol, malate, quinate and threonate were significantly affected by the domestication process and cultivar differentiation of lettuce. Galactinol and raffinose might have been selected during stem lettuce cultivation as an adaption to the local environments in China. Furthermore, we identified 154 loci significantly associated with the level of 51 primary metabolites. Three genes (LG8749721,LG8763094andLG5482522) responsible for the levels of galactinol, raffinose, quinate and chlorogenic acid were further dissected, which may have been the target of domestication and/or affected by local adaptation. Additionally, our findings strongly suggest that human selection resulted in reduced quinate and chlorogenic acid levels in cultivated lettuce. Our study thus provides beneficial genetic resources for lettuce quality improvement and sheds light on the domestication and evolution of this important leafy green.
引用
收藏
页码:613 / 630
页数:18
相关论文
共 78 条
[1]  
ALTSCHUL SF, 1990, J MOL BIOL, V215, P403, DOI 10.1006/jmbi.1990.9999
[2]  
[Anonymous], 2010, Dietary Guidelines for Americans, 2010
[3]   Identification and quantification of selected metabolites in differently pigmented leaves of lettuce (Lactuca sativa L.) cultivars harvested at mature and bolting stages [J].
Assefa, Awraris Derbie ;
Choi, Susanna ;
Lee, Jae-Eun ;
Sung, Jung-Sook ;
Hur, On-Sook ;
Ro, Na-Young ;
Lee, Ho-Sun ;
Jang, Suk-Woo ;
Rhee, Ju-Hee .
BMC CHEMISTRY, 2019, 13 (1)
[4]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[5]   Evolutionary Metabolomics Reveals Domestication-Associated Changes in Tetraploid Wheat Kernels [J].
Beleggia, Romina ;
Rau, Domenico ;
Laido, Giovanni ;
Platani, Cristiano ;
Nigro, Franca ;
Fragasso, Mariagiovanna ;
De Vita, Pasquale ;
Scossa, Federico ;
Fernie, Alisdair R. ;
Nikoloski, Zoran ;
Papa, Roberto .
MOLECULAR BIOLOGY AND EVOLUTION, 2016, 33 (07) :1740-1753
[6]   Statistical strategies for avoiding false discoveries in metabolomics and related experiments [J].
Broadhurst, David I. ;
Kell, Douglas B. .
METABOLOMICS, 2006, 2 (04) :171-196
[7]   The Complex Genetic Architecture of the Metabolome [J].
Chan, Eva K. F. ;
Rowe, Heather C. ;
Hansen, Bjarne G. ;
Kliebenstein, Daniel J. .
PLOS GENETICS, 2010, 6 (11)
[8]   Genome-wide association analyses provide genetic and biochemical insights into natural variation in rice metabolism [J].
Chen, Wei ;
Gao, Yanqiang ;
Xie, Weibo ;
Gong, Liang ;
Lu, Kai ;
Wang, Wensheng ;
Li, Yang ;
Liu, Xianqing ;
Zhang, Hongyan ;
Dong, Huaxia ;
Zhang, Wan ;
Zhang, Lejing ;
Yu, Sibin ;
Wang, Gongwei ;
Lian, Xingming ;
Luo, Jie .
NATURE GENETICS, 2014, 46 (07) :714-721
[9]  
Chinese Nutrition Society, 2016, CHIN DIET GUID
[10]   Statistical methods for gene set co-expression analysis [J].
Choi, YounJeong ;
Kendziorski, Christina .
BIOINFORMATICS, 2009, 25 (21) :2780-2786