Research Papers

Analysis on Genetic Diversity, Population Structure, and Linkage Disequilibrium of 273 Rice Germplasms

Expand
  • State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
*Corresponding author, E-mail: ly318318@126.com; ycd311400@163.com

Received date: 2020-05-19

  Revised date: 2020-06-14

  Online published: 2021-03-10

Abstract

【Objective】The assessment of genetic diversity and population structure of 273 rice germplasms would provide important references for breeding as well as association mapping. 【Method】In this study, genetic diversity, population structure, and linkage disequilibrium for 273 rice landraces and breeding materials from 14 countries were assayed based on genotyping with 214 markers. 【Result】The test population were classified into two subgroups (SG1 and SG2) and one mixed group(AD) through population structure analysis, and the results of UMPGA clustering analysis and principal component analysis were consistent with the results of population structure analysis. Genetic diversity analysis showed that a total of 524 alleles were detected with 214 markers, the number of alleles detected on each locus ranged from 2 to 5 with the average genetic diversity of 0.44 and the average polymorphism information content (PIC) of 0.355. The genetic diversity and PIC were higher in SG2 than those in SG1. Analysis of molecular variance showed that 34 percent of variation was attributed to the genetic variation among groups and 66 percent to the genetic variation within groups. There was significant genetic differentiation between SG1 and SG2 (Fst=0.725, P<0.01). Linkage disequilibrium analysis showed that there were linkage disequilibrium loci in each linkage group, and the minimum distances extended when linkage disequilibrium was attenuated to below 75% in SG1 and SG2 were 13.7 Mb and 90.5 kb, respectively. 【Conclusion】Given rich genetic variation, the population consisting of 273 rice germplasm resources is suitable for excellent alleles mining through association mapping.

Cite this article

Junjie DONG, Yuxiang ZENG, Zhijuan JI, Yan LIANG, Changdeng YANG . Analysis on Genetic Diversity, Population Structure, and Linkage Disequilibrium of 273 Rice Germplasms[J]. Chinese Journal OF Rice Science, 2021 , 35(2) : 130 -140 . DOI: 10.16819/j.1001-7216.2021.0513

References

[1] Zhao K, Tung C W, Eizenga G C, Wright M H, Ali M L, Price A H, Norton G J, Islam M R, Reynolds A, Mezey J, McClung A M, Bustamante C D, McCouch S R. Genome-wide association mapping reveals a rich genetic architecture of complex traits in Oryza sativa[J]. Nature Communications, 2011, 2: 467.
[2] Glaszmann J C, Kilian B, Upadhyaya H D, Varshney R K.Accessing genetic diversity for crop improvement[J]. Current Opinion in Plant Biology, 2010, 13(2): 167-173.
[3] 齐永文, 张冬玲, 张洪亮, 王美兴, 孙俊立, 廖登群, 魏兴华, 裘宗恩, 汤圣祥, 曹永生, 王象坤, 李自超等. 中国水稻选育品种遗传多样性及其50年变化趋势[J]. 科学通报, 2006(6): 693-699.
[3] Qi Y W, Zhang D L, Zhang H L, Wang M X, Sun J L, Miao D Q, Wei X H, Qiu Z E, Tang S X, Cao Y S, Wang X K, Li Z C.Genetic diversity of rice cultivars in China and its variation trend over 50 years[J]. Chinese Science Bulletin, 2006(6): 693-699. (in Chinese)
[4] 魏兴华,汤圣祥,江云珠, 余汉勇, 裘宗恩, 颜启传.中国栽培稻选育品种等位酶多样性及其与形态学性状的相关分析[J]. 中国水稻科学, 2003(2): 30-35.
[4] Wei X H, Tang S X, Jiang Y Z, Qiu Z E, Yan Q Z.Genetic diversity of allozyme associated with morphological traits in Chinese improved rice varieties[J]. Chinese Journal of Rice Science, 2003(2): 30-35. (in Chinese with English abstract)
[5] 李云峰, 钟秉强, 杨正林, 罗洪发, 何光华.中国稻与美国稻的SSR标记多态性分析[J]. 分子植物育种, 2004(6): 801-806.
[5] Li Y F, Zhong B Q, Yang Z L, Luo H F, He G H.Polymorphism analysis of SSR marker among American rice and Chinese rice[J]. Molecular Plant Breeding, 2004, 2(6): 801-806. (in Chinese with English abstract)
[6] 李小华, 叶胜海, 赵小燕, 姚坚, 刘继云, 陈蕾, 翟荣荣, 金庆生, 张小明. 浙江省46个粳稻新品种SSR指纹图谱构建及遗传多样性分析[J]. 浙江农业学报, 2014, 26(5): 1158-1163.
[6] Li X H, Ye S H, Zhao X Y, Yao J, Liu J Y, Chen L, Zai R R, Jing Q S, Zhang X M.Fingerprint construction and analysis of genetic diversity with SSR markers for 46 japonica rice varieties in Zhejiang Province[J]. Journal of Zhejiang Agriculture, 2014, 26(5): 1158-1163. (in Chinese with English abstract)
[7] 陈玲, 陈志华, 韦平, 裴建波, 丁红梅, 裴柏平. 江苏中部地区水稻品种的指纹图谱构建及遗传多样性分析[J]. 农技服务, 2019, 36(9): 20-22.
[7] Chen L, Chen Z H, Wei P, Pei J B, Ding H M, Pei B P.Fingerprint construction and genetic diversity analysis of rice varieties in central Jiangsu Province[J]. Agricultural Extension Service, 2019, 36(9): 20-22. (in Chinese)
[8] Chang T T.The origin, evolution, cultivation, dissemination and diversification of Asian and African rices[J]. Euphytica, 1976, 5(1): 425-441.
[9] 程式华. 杂交水稻育种材料和方法研究的现状及发展趋势[J]. 中国水稻科学, 2000, 14(3): 165-169.
[9] Cheng S H.Current status and prospect in the development of breeding materials and breeding methodology of hybrid rice[J]. Chinese Journal of Rice Science, 2000, 14(3): 165-169. (in Chinese with English abstract)
[10] 曾亚文, 叶昌荣, 申时全. 水稻穗期耐冷性近等基因系的选育及耐冷性遗传研究[J]. 自然科学进展, 2001, 11(1): 94-96.
[10] Zeng Y W, Ye C R, Shen S Q.Breeding and inheritance of rice cold tolerance near isogenic lines in ear stage[J]. Progress in Natural Science, 2001, 11(1): 94-96. (in Chinese)
[11] 肖国樱. 爪哇稻及其亚种间杂种优势的研究[M]. 北京: 科学出版社, 2009.
[11] Xiao G Y. Studies on Heterospectic Dominance of Javanica Rice and Its Subspecies[M]. Beijing: Science Press, 2009. (in Chinese)
[12] 杨杰, 杨金欢, 王军, 范方军, 朱金燕, 曹卿, 田胜尼, 仲维功.稻瘟病抗病基因和在中国水稻地方品种中的分布[J]. 华北农学报, 2011, 26(3): 1-6.
[12] Yang J, Yang J H, Wang J, Fan F J, Zhu J Y, Cao Q.Distribution of two blast resistant genes pita and pib in landrace rice in China[J]. Acta Agriculturae Boreali-Sinica, 2011, 26(3): 1-6. (in Chinese with English abstract)
[13] 王才林, 仲维功. 高温对水稻结实率的影响及其防御对策[J]. 江苏农业科学, 2004(1): 15-18.
[13] Wang C L, Zhong W G.Effect of high temperature on seed setting rate of rice and its defense counter measures[J]. Jiangsu Agricultural Sciences, 2004(1): 15-18. (in Chinese)
[14] 李小湘, 姚奕, 潘孝武, 黎用朝, 刘文强, 刘利成, 盛新年, 康旭梅, 段永红. 地方稻资源D43的开花期耐热特性研究[J]. 植物遗传资源学报, 2017, 18(2): 275-282.
[14] Li X X, Yao Y, Pan X W, Ni Y C, Liu W Q, Liu L C, Shen X N, Kang X M, Duan Y H.Heat resistance analysis of an early-morning-flowering landrace D43 at anthesis[J]. Journal of Plant Genetic Resources, 2017, 18(2): 275-282. (in Chinese with English abstract)
[15] 夏秀忠, 张宗琼, 杨行海, 农保选, 曾宇, 刘开强, 邓国富, 李丹婷. 广西水稻地方品种耐冷性鉴定及相关分析[J]. 植物遗传资源学报, 2016, 17(6): 969-975.
[15] Xia X Z, Zhang Z Q, Yang X H, Nong B X, Zeng Y, Liu K Q, Deng G F, Li D T.Evaluation and correlation analysis of cold tolerance of Guangxi landrace rice[J]. Journal of Plant Genetic Resources, 2016, 17(6): 969-975. (in Chinese with English abstract)
[16] 马孟莉, 郑云, 周晓梅, 张婷婷, 张晓倩, 卢丙越. 云南哈尼梯田红米地方品种遗传多样性分析[J]. 作物杂志, 2018, 186(5): 27-32.
[16] Ma M L, Zheng Y, Zhou X M, Zhang T T, Zhang X Q, Lu B Y.Genetic diversity analysis of red rice from Hani’s terraced fields in Yunnan Province[J]. Crops, 2018, 186(5): 27-32. (in Chinese with English abstract)
[17] 唐如玉, 邹玉霞, 陈娇, 雷丽霞, 唐江红, 甘露, 张佳妮, 罗兰, 沈航, 台琳玉, 赵正武. 三峡库区优异稻种资源遗传多样性及群体结构分析[J]. 植物遗传资源学报, 2019(6).
[17] Tang R Y, Zou Y X, Chen J, Lei L X, Tang H J, Gan L, Zhang J N, Luo L, Shen H, Tai L Y, Zhao Z W. Unlocking the genetic diversity and population structure of excellent rice germplasm in the three Gorges Reservoir Area[J]. Journal of Plant Genetic Resources, 2019(6). (in Chinese with English abstract)
[18] Cai D, Xiao Y, Yang W, Ye W, Wang B, Younas M, Wu J, Liu K.Association mapping of six yield-related traits in rapeseed (Brassica napus L.)[J]. Theoretical and Applied Genetics, 2014, 127(1): 85-96.
[19] Thornsberry J M, Goodman M M, Doebley J, Kresovich S, Nielsen D, Buckler E S Ⅳ. Dwarf8 polymorphisms associate with variation in flowering time[J]. Nature Genetics, 2001, 28(3): 286.
[20] 文自翔, 赵团结, 郑永战, 刘顺湖, 王春娥, 王芳, 盖钧镒. 中国栽培和野生大豆农艺及品质性状与SSR标记的关联分析: Ⅱ.优异等位变异的发掘[J]. 作物学报, 2008, 34(8): 1339-1349.
[20] Wen Z X, Zhao T J, Zheng Y Z, Liu S H, Wang S E, Wang F, Gai J Y.Association analysis of agronomic and quality traits with SSR markers in Glycine max and Glycine soja in China: Ⅱ. Exploration of elite alleles[J]. Acta Agronomica Sinica, 2008, 34(8): 1339-1349. (in Chinese with English abstract)
[21] Flint-Garcia S A,Thornsberry J M,Buckler E S. Structure of linkage disequilibrium in plants[J]. Annual Review of Plant Biology, 2003, 54: 357-374.
[22] 杨小红, 严建兵, 郑艳萍, 余建明, 李建生. 植物数量性状关联分析研究进展[J]. 作物学报, 2007, 33(4): 523-530.
[22] Yang X H, Yan J B, Zhen Y P, Yu J M, Li J S.Reviews of association analysis for quantitative traits in plants[J]. Acta Agronomica Sinica, 2007, 33(4): 523-530. (in Chinese with English abstract)
[23] Zhang P, Zhong K Z, Muhammad S, Tong H H.Association analysis in rice: From application to utilization[J]. Frontiers in Plant Science, 2016, 7: 1202.
[24] Pushpendra K G, Sachin R, Pawan L K.Linkage disequilibrium and association studies in higher plants: Present status and future prospects[J]. Plant Molecular Biology, 2005, 57: 461-485.
[25] 金亮, 包劲松. 植物性状-标记关联分析研究进展[J]. 分子植物育种, 2009(6): 9-24.
[25] Jin L, Bao J S.Progress on the trait-marker association analysis in plants[J]. Molecular Plant Breeding, 2009(6): 9-24. (in Chinese with English abstract)
[26] Zeng Y X, Shi J S, Ji Z J, Wen Z H, Liang Y, Yang C D.Genotype by environment interaction: The greatest obstacle in precise determination of rice sheath blight resistance in the field[J]. Plant Disease, 2017, 101: 1795-1801.
[27] Rogers S O, Bendich A J.Extraction of DNA from Plant Tissues// Gelvin S B, Schilperoort R A, Verma D P S. Plant Molecular Biology Manual[M]. Dordrecht, Netherlands: Springer, 1989: 73-83.
[28] Zeng Y X, Wen Z H, Ma L Y, Ji Z J, Li X M, Yang C D.Development of 1047 insertion-deletion markers for rice genetic studies and breeding. Genet Molecular Research, 2013, 12(4): 5226-5235.
[29] Pritchard J, Stephens M, Donnelly P.Inference of population structure using multi locus genotype data[J]. Genetics, 2000, 155: 945-959.
[30] Evanno G, Regnaut S, Goudet J.Detecting the number of clusters of individuals using the software structure: A simulation study[J]. Molecular Ecology, 2005, 14(8): 2611-2620.
[31] Rosenberg N A.DISTRUCT: A program for the graphical display of population structure[J]. Molecular Ecology Notes, 2004, 4: 137-138.
[32] Liu K, Muse S V.PowerMarker: An integrated analysis environment for genetic marker analysis[J]. Bioinformatics, 2005, 21(9): 2128-2129.
[33] Tamura K, Dudley J, Nei M, Kumar S.MEGA4: Molecular evolutionary genetics analysis (MEGA) software version 4.0[J]. Molecular Biology and Evolution, 2007, 24: 1596-1599.
[34] Peakall R, Smouse P E.GENALEX6: Genetic analysis in Excel. Population genetic software for teaching and research[J]. Molecular Ecology Notes, 2006, 6: 288-295.
[35] Bradbury P J, Zhang Z, Kroon D E, Casstevens T M, Ramdoss Y, Buckler E S.TASSEL: Software for association mapping of complex traits in diverse samples[J]. Bioinformatics, 2007, 23: 2633-2635.
[36] Excoffier L, Smouse P E, Quattro J M.Analysis of molecular variance inferred from metric distances among DNA haplotypes: Application to human mitochondrial DNA restriction data[J]. Genetics, 1992, 131(2): 479-491.
[37] 陈越, 陈玲, 张敦宇, 肖素勤, 殷富有, 王玲仙, 王波, 钟巧芳, 付坚, 程在全. 云南水稻种质资源的遗传多样性及群体结构分析[J].西北农业学报, 2019, 28(11): 1778-1789.
[37] Chen Y, Chen L, Zhang D Y, Xiao S Q, Yin F Y, Wang L X, Wang B, Zhong F Q, Fu J, Cheng Z Q.Genetic diversity and population structure analysis of rice germplasm resources in Yunnan Province[J]. Acta Agriculture Boreali-occidentalis Sinica, 2019, 28(11): 1778-1789. (in Chinese)
[38] 刘承晨, 赵富伟, 吴晓霞, 张昌泉, 朱孔志, 薛达元, 武建勇, 黄绍文, 徐小颖, 金银根, 刘巧泉. 云南哈尼梯田当前栽培水稻遗传多样性及群体结构分析[J]. 中国水稻科学, 2015, 29(1): 28-34.
[38] Liu C C, Zhao F W, Wu X X, Zhang C Q, Zhu K Z, Xue D Y, Yuan J W, Huang S W, Xue X Y, Jin Y G, Liu Q Q.Genetic diversity and population structure analysis of currently cultivated rice landrace from Hani’s terraced fields in Yunnan Province[J]. Chinese Journal of Rice Science, 2015, 29(1): 28-34. (in Chinese with English abstract)
[39] Zeng Y, Zhang H, Wang L, Pu X, Du J, Yang S, Liu J.Evaluation of genetic diversity of rice landraces (Oryza sativa L.) in Yunnan, China[J]. Breeding Science, 2007, 57(2): 91-99.
[40] Thomson M J, Septiningsih E M, Suwardjo F, Santoso T J, Silitonga T S, McCouch S R. Genetic diversity analysis of traditional and improved Indonesian rice (Oryza sativa L.) germplasm using microsatellite markers[J]. Theoretical and Applied Genetics, 2007, 114(3): 559-568.
[41] Wei X, Yuan X, Yu H, Wang Y, Xu Q, Tang S.Temporal changes in SSR allelic diversity of major rice cultivars in China[J]. Journal of Genet Genomics, 2009, 36(6): 363-370.
[42] Flint-Garcia S A, Thornsberry J M, Buckler E S. Structure of linkage disequilibrium in plants[J]. Annual Review of Plant Biology, 2003, 54(1): 357-374.
[43] Gaut B S, Long A D.The lowdown on linkage disequilibrium[J]. The Plant Cell, 2003, 15(7): 1502-1506.
[44] 杨洋, 马君, 李波, 胡文冉, 王玉晶, 范玲. 引进陆地棉种质材料的遗传多样性、群体结构与连锁不平衡[J]. 分子植物育种, 2015, 6: 81-91.
[44] Yang Y, Ma J, Li B, Hu W R, Wang Y J, Fan L.Genetic diversity, population structure, and linkage disequilibrium of introduced cotton(Gossypium hirsutum) germplasms[J]. Molecular Plant Breeding, 2015, 6: 81-91. (in Chinese with English abstract)
[45] Mather K A, Caicedo A L, Polato N R, Olsen K M, McCouch S, Purugganan M D, The extent of linkage disequilibrium in rice (Oryza sativa L.)[J]. Genetics, 2007, 177(4): 2223.
Outlines

/

Tel: 0571-63370278 E-mail: cjrs@263.net
Supported by Beijing Magtech Co., Ltd.