Genome-wide association analysis identified molecular markers associated with important tea flavor-related metabolites
文献类型： 外文期刊
作者： Fang, Kaixing 1 ; Xia, Zhiqiang 2 ; Li, Hongjian 1 ; Jiang, Xiaohui 1 ; Qin, Dandan 1 ; Wang, Qiushuang 1 ; Wang, Qing 1 ;
作者机构： 1.Guangdong Acad Agr Sci, Tea Res Inst, Guangdong Key Lab Tea Plant Resources Innovat & U, Guangzhou 510640, Peoples R China
2.Chinese Acad Trop Agr Sci, Inst Biotechnol, Haikou 570100, Hainan, Peoples R China
3.Hainan Univ, Haikou 570228, Hainan, Peoples R China
期刊名称：HORTICULTURE RESEARCH （ 影响因子：6.793； 五年影响因子：6.589 ）
ISSN： 2662-6810
年卷期： 2021 年 8 卷 1 期
页码：
收录情况： SCI
摘要： The characteristic secondary metabolites in tea (theanine, caffeine, and catechins) are important factors contributing to unique tea flavors. However, there has been relatively little research on molecular markers related to these metabolites. Thus, we conducted a genome-wide association analysis of the levels of these tea flavor-related metabolites in three seasons. The theanine, caffeine, and catechin levels in Population 1 comprising 191 tea plant germplasms were examined, which revealed that their heritability exceeded 0.5 in the analyzed seasons, with the following rank order (highest to lowest heritabilities): (+)-catechin>(-)-gallocatechin gallate>caffeine=(-)-epicatechin>(-)-epigallocatechin-3-gallate>theanine>(-)-epigallocatechin>(-)-epicatechin-3-gallate>catechin gallate>(+)-gallocatechin. The SNPs detected by amplified-fragment SNP and methylation sequencing divided Population 1 into three groups and seven subgroups. An association analysis yielded 307 SNP markers related to theanine, caffeine, and catechins that were common to all three seasons. Some of the markers were pleiotropic. The functional annotation of 180 key genes at the SNP loci revealed that FLS, UGT, MYB, and WD40 domain-containing proteins, as well as ATP-binding cassette transporters, may be important for catechin synthesis. KEGG and GO analyses indicated that these genes are associated with metabolic pathways and secondary metabolite biosynthesis. Moreover, in Population 2 (98 tea plant germplasm resources), 30 candidate SNPs were verified, including 17 SNPs that were significantly or extremely significantly associated with specific metabolite levels. These results will provide a foundation for future research on important flavor-related metabolites and may help accelerate the breeding of new tea varieties.
- 相关文献
作者其他论文 更多>>
-
The chromosome-scale reference genome of mirid bugs (Adelphocoris suturalis) genome provides insights into omnivory, insecticide resistance, and survival adaptation
作者：Xu, Zhongping;Wang, Guanying;Zhu, Mingju;Wang, Ying;Zhang, Guangyu;Zhang, Can;Zhou, Yi;Yuan, Daojun;Chen, Taiyu;Ma, Weihua;Zhang, Xianlong;Jin, Shuangxia;Luo, Jing;Hu, Lisong;Liang, Sijia;Li, Bo;Huang, Xingxing;Chen, Lizhen;Gao, Wei;Lindsey, Keith;Ding, Fang
关键词：Adelphocoris suturalis; Chromosome-scale reference genome; Candidate effectors; Omnivory; Detoxification
-
Effect of the Amylose Nanoscale Polymerization Index on the Digestion Kinetics and Mechanism of Recombinant Chinese Seedless Breadfruit Starch Triadic Complexes
作者：Li, Bo;Wang, Shuangfei;Huang, Chongxing;Zhao, Yuan;Li, Bo;Zhang, Yanjun;Wu, Gang;Tan, Lehe;Li, Bo;Zhang, Yanjun;Wu, Gang;Tan, Lehe
关键词：recombinant starch ternary complex; nanoscale amylose polymerization index; log of slope (LOS) kinetic analysis; external and internal ultrastructure; quantitative statistical analysis
-
TCOD: an integrated resource for tropical crops
作者：Kang, Hailong;Huang, Tianhao;Duan, Guangya;Meng, Yuyan;Chen, Xiaoning;Tang, Bixia;Wang, Zhonghuang;Zhu, Junwei;Du, Zhenglin;Sun, Yanlin;Zhang, Sisi;Xiao, Jingfa;Zhao, Wenming;Kang, Hailong;Huang, Tianhao;Duan, Guangya;Meng, Yuyan;Chen, Xiaoning;Tang, Bixia;Wang, Zhonghuang;Zhu, Junwei;Du, Zhenglin;Sun, Yanlin;Zhang, Sisi;Xiao, Jingfa;Zhao, Wenming;Kang, Hailong;Huang, Tianhao;Duan, Guangya;Meng, Yuyan;Chen, Xiaoning;Tang, Bixia;Wang, Zhonghuang;Zhu, Junwei;Du, Zhenglin;Sun, Yanlin;Zhang, Sisi;Xiao, Jingfa;Zhao, Wenming;He, Shuang;Xia, Zhiqiang;Wang, Wenquan;Kang, Hailong;Huang, Tianhao;Duan, Guangya;Meng, Yuyan;Chen, Xiaoning;Wang, Zhonghuang;Xiao, Jingfa;Zhao, Wenming;Zhou, Xincheng;Chao, Jinquan;Tian, Weimin
关键词：
-
Database Resources of the National Genomics Data Center, China National Center for Bioinformation in 2024
作者：Bao, Yiming;Zhang, Zhang;Zhao, Wenming;Xiao, Jingfa;Bu, Congfan;Zheng, Xinchang;Zhao, Xuetong;Xu, Tianyi;Bai, Xue;Jia, Yaokai;Chen, Meili;Hao, Lili;Xiao, Jingfa;Zhang, Zhang;Zhao, Wenming;Tang, Bixia;Bao, Yiming;Jin, Enhui;Wu, Gangao;Zhu, Junwei;Wang, Zhonghuang;Zhang, Sisi;Wang, Anke;Chen, Xu;Sun, Yanling;Cao, Yongrong;Tian, Dongmei;Liu, Xiaonan;Song, Shuhui;Wang, Guoliang;Wu, Song;Qu, Hongzhu;Fang, Xiangdong;Qian, Qiheng;Lu, Mingming;Fan, Zhuojing;Zheng, Xinchang;Wang, Yibo;Chen, Xiaoning;Sun, Jiani;Xiong, Zhuang;Fan, Zhuojing;Bu, Congfan;Lin, Yihao;Wu, Sicheng;Sun, Jiani;Meng, Yuyan;Jin, Enhui;Kong, Demian;Duan, Guangya;Wu, Gangao;Hao, Lili;Zhao, Wei;Jiang, Meiye;Zeng, Jingyao;Chen, Meili;Zhang, Yadong;Zhang, Yang;Zou, Dong;Ma, Yingke;Ma, Lina;Zong, Wenting;Li, Rujiao;Chen, Xu;Chen, Tingting;Dong, Lili;Yu, Caixia;Zhou, Yubo;Zhai, Shuang;Sun, Yubin;Chen, Qiancheng;Yang, Xiaoyu;Zhang, Xin;Sang, Zhengqi;Wang, Yonggang;Zhao, Yilin;Chen, Huanxin;Lan, Li;Wang, Yanqing;Qin, Yuxin;Zhou, Xinyu;Qi, Yue;Cheng, Yuanyuan;Yang, Nan;Liu, Lin;Jia, Yaokai;Zhao, Xue-Tong;Li, Cuiping;Zhang, Rongqin;Bai, Xue;Li, Lun;Zhao, Wei;Huang, Tianhao;Kang, Hailong;Xue, Yongbiao;Xu, Tianyi;Chen, Ming;Zhu, Tongtong;Pan, Rong;Cheng, Yuanyuan;Chu, Yuan;Niu, Guangyi;Chu, Yuan;Zhang, Yuansheng;Chen, Ming;Cheng, Yuanyuan;Li, Zhao;Jiang, Shuai;Yang, Fei;Li, Rujiao;Nie, Zhi;Yu, Shuhuan;Mai, Jialin;Gao, Hao;Zhang, Mochen;Zhang, Yiran;Liu, Yiyun;Li, Rujiao;Kang, Hailong;Huang, Tianhao;Chen, Xiaoning;Du, Zhenglin;Sun, Yanlin;Jiang, Shuai;Cao, Ruifang;Gao, Feng;Bao, Yiming;Zhang, Zhang;Zhao, Wenming;Xiao, Jingfa;Bu, Congfan;Zheng, Xinchang;Zhao, Xuetong;Xu, Tianyi;Bai, Xue;Jia, Yaokai;Chen, Meili;Hao, Lili;Xiao, Jingfa;Zhang, Zhang;Zhao, Wenming;Tang, Bixia;Bao, Yiming;Jin, Enhui;Wu, Gangao;Zhu, Junwei;Wang, Zhonghuang;Zhang, Sisi;Wang, Anke;Chen, Xu;Sun, Yanling;Cao, Yongrong;Tian, Dongmei;Liu, Xiaonan;Song, Shuhui;Wang, Guoliang;Wu, Song;Qu, Hongzhu;Fang, Xiangdong;Qian, Qiheng;Lu, Mingming;Fan, Zhuojing;Zheng, Xinchang;Wang, Yibo;Chen, Xiaoning;Sun, Jiani;Xiong, Zhuang;Fan, Zhuojing;Bu, Congfan;Lin, Yihao;Wu, Sicheng;Sun, Jiani;Meng, Yuyan;Jin, Enhui;Kong, Demian;Duan, Guangya;Wu, Gangao;Hao, Lili;Zhao, Wei;Jiang, Meiye;Zeng, Jingyao;Chen, Meili;Zhang, Yadong;Zhang, Yang;Zou, Dong;Ma, Yingke;Ma, Lina;Zong, Wenting;Li, Rujiao;Chen, Xu;Chen, Tingting;Dong, Lili;Yu, Caixia;Zhou, Yubo;Zhai, Shuang;Sun, Yubin;Chen, Qiancheng;Yang, Xiaoyu;Zhang, Xin;Sang, Zhengqi;Wang, Yonggang;Zhao, Yilin;Chen, Huanxin;Lan, Li;Wang, Yanqing;Qin, Yuxin;Zhou, Xinyu;Qi, Yue;Cheng, Yuanyuan;Yang, Nan;Liu, Lin;Jia, Yaokai;Zhao, Xue-Tong;Li, Cuiping;Zhang, Rongqin;Bai, Xue;Li, Lun;Zhao, Wei;Huang, Tianhao;Kang, Hailong;Xue, Yongbiao;Xu, Tianyi;Chen, Ming;Zhu, Tongtong;Pan, Rong;Cheng, Yuanyuan;Chu, Yuan;Niu, Guangyi;Chu, Yuan;Zhang, Yuansheng;Chen, Ming;Cheng, Yuanyuan;Li, Zhao;Jiang, Shuai;Yang, Fei;Li, Rujiao;Nie, Zhi;Yu, Shuhuan;Mai, Jialin;Gao, Hao;Zhang, Mochen;Zhang, Yiran;Liu, Yiyun;Guo, Xutong;Li, Rujiao;Kang, Hailong;Huang, Tianhao;Chen, Xiaoning;Du, Zhenglin;Sun, Yanlin;Jiang, Shuai;Cao, Ruifang;Gao, Feng;Bao, Yiming;Zhang, Zhang;Zhao, Wenming;Xiao, Jingfa;Bu, Congfan;Zheng, Xinchang;Zhao, Xuetong;Xu, Tianyi;Bai, Xue;Jia, Yaokai;Chen, Meili;Hao, Lili;Tang, Bixia;Jin, Enhui;Wu, Gangao;Zhu, Junwei;Wang, Zhonghuang;Zhang, Sisi;Wang, Anke;Chen, Xu;Sun, Yanling;Cao, Yongrong;Tian, Dongmei;Liu, Xiaonan;Song, Shuhui;Wang, Guoliang;Wu, Song;Qu, Hongzhu;Fang, Xiangdong;Qian, Qiheng;Lu, Mingming;Fan, Zhuojing;Wang, Yibo;Chen, Xiaoning;Sun, Jiani;Xiong, Zhuang;Lin, Yihao;Wu, Sicheng;Sun, Jiani;Meng, Yuyan;Kong, Demian;Duan, Guangya;Zhao, Wei;Jiang, Meiye;Zeng, Jingyao;Zhang, Yadong;Zhang, Yang;Zou, Dong;Ma, Yingke;Ma, Lina;Zong, Wenting;Li, Rujiao;Chen, Tingting;Dong, Lili;Yu, Caixia;Zhou, Yubo;Zhai, Shuang;Sun, Yubin;Chen, Qiancheng;Yang, Xiaoyu;Zhang, Xin;Sang, Zhengqi;Wang, Yonggang;Zhao, Yilin;Chen, Huanxin;Lan, Li;Wang, Yanqing;Qin, Yuxin;Zhou, Xinyu;Qi, Yue;Cheng, Yuanyuan;Yang, Nan;Liu, Lin;Zhao, Xue-Tong;Li, Cuiping;Zhang, Rongqin;Li, Lun;Zhao, Wei;Huang, Tianhao;Kang, Hailong;Xue, Yongbiao;Chen, Ming;Zhu, Tongtong;Pan, Rong;Cheng, Yuanyuan;Chu, Yuan;Niu, Guangyi;Zhang, Yuansheng;Li, Zhao;Jiang, Shuai;Yang, Fei;Nie, Zhi;Yu, Shuhuan;Mai, Jialin;Gao, Hao;Zhang, Mochen;Zhang, Yiran;Liu, Yiyun;Guo, Xutong;Li, Rujiao;Du, Zhenglin;Sun, Yanlin;Bao, Yiming;Zhang, Zhang;Zhao, Wenming;Xiao, Jingfa;Hao, Lili;Jin, Enhui;Wu, Gangao;Wang, Zhonghuang;Cao, Yongrong;Tang, Zhixin;Liu, Xiaonan;Song, Shuhui;Wang, Guoliang;Wu, Song;Qu, Hongzhu;Fang, Xiangdong;Qian, Qiheng;Yan, Chenghao;Li, Pan;Lei, Wenyan;Shang, Kang;Wang, Peihan;Wang, Jie;Lu, Tianyi;Wei, Haobin;Chen, Fei;Li, Hao;Li, Jiaming;Yang, Kuan;Ren, Jie;Liu, Guang-Hui;Zhang, Weiqi;Wang, Yibo;Chen, Xiaoning;Sun, Jiani;Xiong, Zhuang;Lin, Yihao;Wu, Sicheng;Sun, Jiani;Meng, Yuyan;Kong, Demian;Duan, Guangya;Lin, Shiqi;Zhao, Wei;Fang, Zhanjie;Kang, Hongen;Liu, Xinxuan;Pan, Siyu;Jia, Peilin;Jiang, Meiye;Li, Cuidan;Wei, Haobin;Jiang, Xiaoyuan;Zhang, Yang;Ni, Lingbin;Tian, Zhixi;Gao, Xinxin;Gu, Siyu;Ma, Lina;Zong, Wenting;Li, Rujiao;Qin, Yuxin;Zhou, Xinyu;Qi, Yue;Cheng, Yuanyuan;Yang, Nan;Zhang, Rongqin;Huang, Tianhao;Kang, Hailong;Xue, Yongbiao;Chen, Ming;Zhu, Tongtong;Pan, Rong;Cheng, Yuanyuan;Chu, Yuan;Zhang, Yuansheng;Li, Zhao;Nie, Zhi;Yu, Shuhuan;Mai, Jialin;Gao, Hao;Zhang, Mochen;Zhang, Yiran;Liu, Yiyun;Guo, Xutong;Yuan, Hao;Su, Tianhan;Zhang, Yong E.;He, Shunmin;Chen, Runsheng;Luo, Huaxia;Zhang, Peng;Zhang, Wanyu;Zheng, Yu;Hao, Di;Shi, Yirong;Niu, Yiwei;Song, Tingrui;Li, Yanyan;Zhang, Guoqing;Li, Yixue;Zhao, Guoping;Cao, Ruifang;Ling, Yunchao;Meng, Jiayue;He, Qinwen;Wang, Yimin;Liu, Wan;Cen, Hui;Wu, Zhile;Zhou, Chenfen;Wang, Pengyu;Zhang, Guoqing;Li, Yixue;Zhao, Guoping;Cao, Ruifang;Ling, Yunchao;Meng, Jiayue;He, Qinwen;Wang, Yimin;Liu, Wan;Cen, Hui;Wu, Zhile;Zhou, Chenfen;Wang, Pengyu;Li, Yixue;Zhao, Guoping;Zhao, Dongli;Wei, Zhiyao;Meng, Yuanguang;Zhang, Zhe;Meng, Yuanguang;Tang, Zhixin;Hu, Weijuan;Liu, Yucheng;Shen, Yanting;Yang, Xiaoyue;Liu, Shulin;Ni, Lingbin;Tian, Zhixi;Xiong, Zhuang;Li, Cuidan;Yan, Chenghao;Li, Pan;Lei, Wenyan;Shang, Kang;Wang, Peihan;Wang, Jie;Lu, Tianyi;Wei, Haobin;Chen, Fei;Lu, Tianyi;Wei, Haobin;Wang, Jie;Wang, Peihan;Chen, Fei;Yang, Fei;Li, Cuidan;Yan, Chenghao;Li, Pan;Lei, Wenyan;Shang, Kang;Wang, Peihan;Wang, Jie;Lu, Tianyi;Wei, Haobin;Chen, Fei;Li, Jiaming;Yang, Kuan;Ren, Jie;Yang, Yun-Gui;Zhang, Weiqi;Lin, Shiqi;Fang, Zhanjie;Kang, Hongen;Liu, Xinxuan;Pan, Siyu;Jia, Peilin;Lu, Tianyi;Wei, Haobin;Wang, Jie;Wang, Peihan;Chen, Fei;Huang, Yuting;Yang, Hongwei;Chen, Fei;Chen, Fei;Li, Hao;Li, Jiaming;Yang, Kuan;Ren, Jie;Yang, Yun-Gui;Zhang, Weiqi;Lin, Shiqi;Fang, Zhanjie;Kang, Hongen;Liu, Xinxuan;Pan, Siyu;Jia, Peilin;Yang, Kuan;Ren, Jie;Sun, Jiani;Wei, Haobin;Cheng, Yuanyuan;Zhang, Rongqin;Ye, Weidong;Zhang, Feng;Ren, Jie;Liu, Guang-Hui;Zhang, Weiqi;Yang, Yun-Gui;Liu, Guang-Hui;Liu, Guang-Hui;Liu, Guang-Hui;Liu, Guang-Hui;Liu, Guang-Hui;Liu, Guang-Hui;Zhang, Weiqi;Xu, Tingjun;Gao, Wenxing;Zhu, Ruixin;Xu, Tingjun;Zhu, Lixin;Zhu, Lixin;Zhu, Lixin;Zhu, Lixin;Wu, Dingfeng;Bei, Shaoqi;Yu, Fudong;Gong, Jiao;Fan, Shaohua;Xu, Shuhua;Gong, Jiao;Xu, Shuhua;Gong, Jiao;Xu, Shuhua;Gao, Xinxin;Chen, Kai;Xiong, Jie;Yang, Fangdian;Jiang, Chuanqi;Wang, Guangying;Gu, Siyu;Zhang, Peng;Luo, Shuai;Huang, Kaiyao;Miao, Wei;Xiong, Jie;Gao, Xiaoxuan;Huang, Kaiyao;Miao, Wei;Miao, Wei;Wu, Zhile;Zhou, Haokui;Chen, Shuo;Yang, Xilan;Yang, Sen;Xie, Jianbo;Yang, Sen;Xie, Jianbo;Yang, Sen;Xie, Jianbo;Zhou, Xinyu;Yang, Nan;Zhao, Yongbing;He, Shuang;Xia, Zhiqiang;Wang, Wenquan;Zhou, Xincheng;Chao, Jinquan;Tian, Weimin;Jin, Weiwei;Gong, Jing;Niu, Xiaohui;Li, Jiang;Yang, Qing-Yong;Shen, Wen-Kang;Guo, An-Yuan;Liu, Dan;Zhang, Chi;Xue, Yu;Gou, Yujie;Chen, Miaomiao;Peng, Di;Xu, Danyang;Peng, Jianzhen;Wei, Yuxiang;Xiao, Leming;Liu, Chun-Jie;Xie, Gui-Yan;Zhang, Qiong;Fu, Shanshan;Zhao, Miaoying;Tang, Dachao;Zhang, Weizhi;Luo, Mei;Miao, Ya-Ru;Huang, Xinhe;Feng, Zihao;Xie, Guiyan;Han, Cheng;Tang, Qing;Zuo, Zhixiang;Ren, Jian;Xie, Yubin;Luo, XiaoTong;Zhang, Xinxin;Xiao, Yun;Li, Xia;Zhao, Zheng;Jiang, Tao;Wu, Wanying;Zhao, Fangqing;Meng, Xianwen;Chen, Ming;Zhou, Yincong;Yuan, Chunhui;Wu, Wenyi;Chen, Ming;Luo, Hao;Gao, Feng;Luo, Hao;Gao, Feng;Luo, Hao;Gao, Feng;Luo, Hao;Gao, Feng;Yuan, Hao;Su, Tianhan;Zhang, Yong E.;Yuan, Hao;Su, Tianhan;Zhang, Yong E.;Zhang, Yong E.;Guo, Guoji;Liao, Xingyu;Gao, Xin;Liao, Xingyu;Wang, Jianxin;Yang, Dechang;Tian, Feng;Gao, Ge;Yang, Dechang;Tian, Feng;Gao, Ge;Cui, Qinghua;Cui, Qinghua;Qi, Juntian;Li, Chuan-Yun;Liu, Bo;Yang, Jian
关键词：
-
Relationship between in vitro digestibility and multi-structures of four unconventional starches from Chinese tropical fruits (sweetsop, avocado, chempedak, and Pouteria campechiana) extracted using an ultrasound method
作者：Li, Bo;Zhao, Yuan;Luo, Wanru;Huang, Chongxing;Khan, Muhammad Rafiullah;Li, Bo;Zhang, Yanjun;Li, Bo;Zhang, Yanjun
关键词：High purity Chinese unconventional starches; In vitro hydrolysis kinetic; Multi-scale supramolecular structure; Physicochemical properties; Ultrasound-assisted starch extraction; Statistical analysis
-
Unveiling the retrogradation mechanism of a novel high amylose content starch-Pouteria campechiana seed
作者：Luo, Wanru;Li, Bo;Hu, Chi;Huang, Chongxing;Chen, Zhanpeng;Huang, Lijie;Luo, Wanru;Li, Bo;Zhang, Yanjun;Tan, Lehe;Luo, Wanru;Li, Bo;Zhang, Yanjun;Tan, Lehe
关键词：Retrogradation Pouteria campechiana seed; starch; Long-term retrogradation mechanism analysis; Supramolecular structure; Retrograded kinetic; Statistical analysis
-
Starch characterizations of two kinds of seedless Artocarpus altilis (Parkinson) Fosberg originated from China
作者：Li, Bo;Wang, Yitong;Zhu, Libin;Zhang, Yanjun;Wu, Gang;Tan, Lehe;Li, Bo;Huang, Chongxing;Zhao, Yuan;Wang, Yitong;Li, Bo;Wang, Yitong;Zhu, Libin;Zhang, Yanjun;Wu, Gang;Tan, Lehe;Zhu, Libin
关键词：Xinglong breadfruit starch; Spice and beverage research institute; breadfruit starch; Physicochemical properties; Principal component analysis
