Scientia Agricultura Sinica ›› 2018, Vol. 51 ›› Issue (2): 226-232.doi: 10.3864/j.issn.0578-1752.2018.02.003

• CROP GENETICS & BREEDING·GERMPLASM RESOURCES·MOLECULAR GENETICS • Previous Articles     Next Articles

Association Mapping of Fall Dormancy with SSR Markers in Alfalfa (Medicago sativa L.)

LIU XiQiang, ZHANG Han, WANG XueMin, YI DengXia, WANG Zan   

  1. Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193
  • Received:2017-08-02 Online:2018-01-16 Published:2018-01-16

Abstract: 【Objective】The aim of this study was to identify simple sequence repeat (SSR) loci associated with fall dormancy in alfalfa (Medicago sativa L.) for understanding its inheritance pattern and molecular mechanism.【Method】The association population was composed of a total of 321 tetraploid genotypes from 75 alfalfa accessions, and each of the Chinese accessions was represented by six to eight genotypes, while the remaining ones included three to four genotypes. All the 321 materials were genotyped using 85 SSR markers randomly distributed on alfalfa genome. The phenotyping data of fall dormancy trait of these alfalfa accessions was obtained in 2014 and 2015, and used together with the SSR genotyping results for an association mapping by using General Line Model (GLM) and Mixed Line Model (MLM) models.【Result】It was showed that the fall dormancy trait in alfalfa was significantly influenced by genotypes, years, and genotype × year interactions. The fall plant heights ranged between 5.1 cm and 55.1 cm, and between 3.5 cm and 44.9 cm, averages of 22.4 cm and 15.2 cm, and coefficients of variation at 45.5% and 43.7% in 2014 and 2015, respectively. This trait showed a normal or nearly normal distribution in both 2014 and 2015 and had a relatively high broad-sense heritability at 0.71. The MLM model which adequately controlled false positives identified a total of 12 and 11 significant associations accounting for 2.42% to 6.73% and 2.45% to 4.81% of the phenotypic variances in 2014 and 2015, respectively. Among them, four loci of m83_157 on Chr. 2, m525_230 and m525_231 on Chr. 3, and m429_245 on Chr. 4 were detected in the two years by using the two models.【Conclusion】It was concluded that the four association loci related to fall dormancy in alfalfa were identified, and would be subjected to functional verification so that they could be eventually used for alfalfa marker assisted selection breeding.

Key words: alfalfa, association mapping, SSR marker, fall dormancy

[1]    CASTONGUAY Y, LABERGE S, BRUMMER E C, VOLENEC J J. Alfalfa winter hardiness: a research retrospective and integrated perspective. Advance in Agronomy, 2006, 90: 203-265.
[2]    OAKLEY R A, WESTOVER H L. Effect of the length of day on seedlings of alfalfa varieties and the possibility of utilizing this as a practical means of identification. Journal of Agricultural Research, 1921, 21: 594-607.
[3]    BARNES D K, SMITH D M, TEUBER L R. Standard tests to characterize alfalfa cultivars fall dormancy. Beltsville. MD: North American Alfalfa Improvement Conference, 1991.
[4]    TEUBER L R, TAGGARD K L, GIBBS L K. Check cultivars locations and management of fall dormancy evaluation. Beltsville. MD: North American Alfalfa Improvement Conference Committee,1998.
[5]    覃凤飞, 李强, 崔棹茗, 李洪萍, 杨智然. 越冬期遮阴条件下3个不同秋眠型紫花苜蓿品种叶片解剖结构与其光生态适应性. 植物生态学报, 2012, 36: 333-345.
QIN F F, LI Q, CUI Z M, LI H P, YANG Z R. Leaf anatomical structures and ecological adaptabilities to light of three alfalfa cultivars with different fall dormancies under shading during overwintering. Chinese Journal of Plant Ecology, 2012, 36: 333-345. (in Chinese)
[6]    陈玮玮, 万里强, 何峰, 李向林, 刘树军. 温度和光照时间对3个秋眠型紫花苜蓿品种形态特征的影响. 草业科学, 2010, 27(12): 113-119.
CHEN W W, WAN L Q, HE F, LI X L, LIU S J. Effect of temperature and light length on the morphological traits of three fall-dormant class varieties of Medicago sativa. Pratacultural Science, 2010, 27(12): 113-119. (in Chinese)
[7]    CHEN T H H, CHEN F S C. Relations between photoperiod, temperature, abscisic acid, and fall dormancy in alfalfa (Medicago sativa). Canadian Journal of Botany, 1988, 66: 2491-2498.
[8]    万里强, 李向林, 袁庆华, 何峰, 陈玮玮. 降温与光长缩短对3个秋眠型苜蓿生理指标变化的影响. 西南农业学报, 2012, 25: 455-461.
WAN L Q, LI X L, YUAN Q H, HE F, CHEN W W. Effects of reduction of temperature and light length on physiological traits of three fall-dormancy classes Medicago sativa varieties. Southwest China Journal of Agricultural Sciences, 2012, 25: 455-461. (in Chinese)
[9]    樊文娜, 孙晓格, 倪俊霞, 杜红旗, 史莹华, 严学兵, 王成章. 光周期对不同秋眠型苜蓿光敏色素和内源激素的影响. 草业学报, 2014, 23(1):177-184.
FAN W N, SUN X G, NI J X, DU H Q, SHI Y H, YAN X B, WANG C Z. Effect of photoperiod on phytochromes and endogenous hormones of alfalfa with different fall-dormancies. Acta Prataculturae Sinica, 2014, 23(1):177-184. (in Chinese)
[10]   李平, 杨玲玲, 陈其新, 史莹华, 严学兵, 陈占宽, 王成章. 两种策略分别克隆紫花苜蓿光敏色素A、B基因. 草业学报, 2011, 20(6): 85-92.
LI P, YANG L L, CHEN Q X, SHI Y H, YAN X B, CHEN Z K, WANG C Z. Two strategies of cloning Medicago sativa phytochrome A and B gens. Acta Prataculturae Sinica, 2011, 20(6): 85-92. (in Chinese)
[11]   FAN W N, ZHANG S H, DU H Q, SUN X G, SHI Y H, WANG C Z. Genome-wide identification of different dormant Medicago sativa L. microRNAs in response to fall dormancy. PLoS ONE, 2014, 9: e114612.
[12]   LI X H, ALARCON-ZUNIGA B, KANG J M, HAMMAD NADEEM TAHIR M, JIANG Q Z, WEI Y L, REYNO R, ROBINS J G, BRUMMER E C. Mapping fall dormancy and winter injury in tetraploid alfalfa. Crop Science, 2015, 55: 1995-2011.
[13]   FLINT-GARCIA S A, THUILLET A C, YU J M, PRESSOIR G, ROMERO S M, MITCHELL S E, DOEBLEY J, KRESOVICH S, GOODMAN M M, BUCKLER E S. Maize association population: A high-resolution plat- form for quantitative trait locus dissection. The Plant Journal, 2005, 44: 1054-1064.
[14]   YU J M, BUCKLER E S. Genetic association mapping and genome organization of maize. Current Opinion in Biotechnology, 2006, 17(2): 155-160.
[15]   高宝祯, 刘博, 李石开, 梁建丽, 程锋, 王晓武, 武剑. 白菜类作物开花时间的全基因组关联分析. 中国农业科学, 2017, 50(17): 3375-3385.
GAO B Z , LIU B, LI S K, LIANG J L, CHENG F, WANG X W, WU J. Genome-wide association studies for flowering time in Brassica rapa. Scientia Agricultura Sinica, 2017, 50(17): 3375-3385. (in Chinese)
[16]   LI X, WEI Y, MOORE K J, MICHAUD R, VIANDS D R, HANSEN J L, ACHARYA A, BRUMMER, E C. Association mapping of biomass yield and stem composition in a tetraploid alfalfa breeding population. Plant Genome, 2011, 4: 24-35.
[17]   WANG Z, QIANG H P, ZHAO H M, WANG X M, GAO H W. Association mapping for fiber-related traits and digestibility in alfalfa. Frontier in Plant Science, 2016, 7: 331.
[18]   EUJAYL I, SLEDGE M K, WANG L, MAY G D, CHEKHOVSKIY K, ZWONITZER J C. Medicago truncatula EST-SSRs reveal cross- species genetic markers for Medicago spp. Theoretical and Applied Genetics, 2004, 108(3): 414-422.
[19]   ROBINS J G, LUTH D, CAMPBELL I A, BAUCHAN G R, HE C L, VIANDS D R. Genetic mapping of biomass production in tetraploid alfalfa. Crop Science, 2007, 47(1): 1-10.
[20]   PRITCHARD J K, STEPHENS M, DONNELLY P. Inference of population structure using multilocus genotype data. Genetics, 2000, 155(2): 945-959.
[21]   HARDY O J, VEKEMANS X. SPAGeDi: A versatile computer program to analyses spatial genetic structure at the individual or population levels. Molecular Ecology Resources, 2002, 2: 618-620.[22]   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. Bioinformatics, 2007, 23(19): 2633-2635.
[23]   BROUWER D J, DUKE S H, OSBORN T C. Mapping genetic factors associated with winter hardiness, fall growth, and freezing injury in autotetraploid alfalfa. Crop Science, 2000, 40: 1387-1396.
[24]   YU K F, PAULS K P. Rapid estimation of genetic relatedness among heterogeneous populations of alfalfa by random amplification of bulked genomic DNA samples. Theoretical and Applied Genetics, 1993, 86: 788-794.
[25] ROBINS J G, BAUCHAN G R, BRUMMER E C. Genetic mapping forage yield, plant height, and regrowth at multiple harvests in tetraploid alfalfa (Medicago sativa L.). Crop Science, 2007, 47: 11-18.
[26]   ROBINS J G, HANSEN J L, VIANDS D R, BRUMMER E C. Genetic mapping of persistence in tetraploid alfalfa. Crop Science, 2008, 48: 1780-1786.
[27]   MACKIE J M, MUSIAL J M, ARMOUR D J, PHAN H T, ELLWOOD S E, AITKEN K S, IRWIN J A. Identification of QTL for reaction to three races of colletotrichum trifolii and further analysis of inheritance of resistance in autotetraploid lucerne. Theoretical and Applied Genetics, 2007, 114: 1417-1426.
[28]   MUSIAL J M, MACKIE J M, ARMOUR D J, PHAN H T, ELLWOOD S E, AITKEN K S, IRWIN J A. Identification of QTL for resistance and susceptibility to Stagonospora meliloti in autotetraploid lucerne. Theoretical and Applied Genetics, 2007, 114: 1427-1435.
[29]   RAY I M, HAN Y H, LEI E, MEENACH C D, SANTANTONIO N, SLEDGE M K, PIERCE C A, STERLING T M, KERSEY R K, BHANDARI H S, MONTEROS M J. Identification of quantitative trait loci for alfalfa forage biomass productivity during drought stress. Crop Science, 2015, 55: 2012-2033.
[30]   ZHANG T J, YU L X, ZHENG P, LI Y J, RIVERA M, MAIN D, GREENE S L. Identification of loci associated with drought resistance traits in heterozygous autotetraploid alfalfa (Medicago sativa L.) using genome-wide association studies with genotyping by sequencing. PLoS ONE, 2015, 10(9): e0138931.
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