Czech J. Genet. Plant Breed., 2017, 53(4):159-167 | DOI: 10.17221/142/2016-CJGPB
Linkage disequilibrium and association mapping of fibre quality traits in elite Asiatic cotton (Gossypium arboreum) germplasm populationsOriginal Paper
- 1 Department of Biotechnology, Chaudhary Devi Lal University, Sirsa, Haryana, India
- 2 Central Institute of Cotton Research, Regional Station, Sirsa, Haryana
Cotton productivity has been hindered by the narrow genetic base of cultivated cotton. Linkage disequilibrium-based association mapping has become a powerful molecular tool to dissect and exploit genetic diversity. In the present study, population structure and marker-trait associations for fibre quality traits in genotypes belonging to six races of Gossypium arboreum were assessed. Out of 300 simple sequence repeat (SSR) markers, 100 were found polymorphic, yielding a total of 240 alleles (all polymorphic). Structure analysis revealed allelic admixtures between genotypes. A Q-matrix exhibited mixed ancestry for the majority of genotypes, the race indicum forming a significant percent ancestry for almost all genotypes. At significant threshold values of r2 ≥ 0.05, 7.37% of SSR loci showed significant linkage disequilibrium (LD), while at highly significant threshold of r2 ≥ 0.1, the value was reduced to 5.31%. LD clearly decayed within the genetic distance of 9-10 cM, with r2 ≥ 0.1. Twenty-eight SSR markers were found associated with six fibre quality traits using general linear model and mixed linear model.
Keywords: general linear model; genetic distance; genetic diversity; mixed linear model; simple sequence repeat
Published: December 31, 2017 Show citation
ACS | AIP | APA | ASA | Harvard | Chicago | Chicago Notes | IEEE | ISO690 | MLA | NLM | Turabian | Vancouver |
Supplementary files:
Download file | Sethi ESM.pdf File size: 309.98 kB |
References
- Abdalla A.M., Reddy O.U.K., El-Zik K.M., Pepper A.E. (2001): Genetic diversity and relationships of diploid and tetraploid cottons revealed using AFLP. Theoretical Applied Genetics, 102: 222-229.
Go to original source...
- Abdurakhmonov I.Y., Kohel R.J., Yu J.Z., Pepper A.E., Abdullaev A.A., Kushanov F.N., Salakhutdinov I.B., Buriev Z.T., Saha S., Scheffler B.E., Jenkins J.N., Abdukarimov A. (2008): Molecular diversity and association mapping of fiber quality traits in exotic G. hirsutum L. germplasm. Genomics, 92: 478-487.
Go to original source...
Go to PubMed...
- Abdurakhmonov I.Y., Saha S., Jenkins J.N., Buriev Z.T., Shermatov S.E., Scheffler B.E., Pepper A.E., Yu J.Z., Kohel R.J., Abdukarimov A. (2009): Linkage disequilibrium based association mapping of fiber quality traits in G. hirsutum L. variety germplasm. Genetica, 136: 401-417.
Go to original source...
Go to PubMed...
- Akhtar K.P., Haidar S., Khan M.K.R., Ahmad M., Sarwar N. (2010): Evaluation of Gossypium species for resistance to cotton leaf curl Burewela virus. Annals of Applied Biology, 157: 135-147.
Go to original source...
- Bradbury P.J., Zhang Z.W., Kroon D.E., Casstevens T.M., Ramdoss Y., Buckler E.S. (2007): TASSEL: software for association mapping of complex traits in diverse samples. Bioinformatics, 23: 2633-2635.
Go to original source...
Go to PubMed...
- Brubaker C.L., Bourland F.M., Wendel J.F. (1999): The origin and domestication of cotton. In: Smith C.W., Cothren J.T. (eds): Cotton - Origin, History, Technology and Production. New York, John Wiley: 3-31.
- Cai C., Ye W., Zhang T., Guo W. (2014): Association analysis of fiber traits and exploration of elite alleles in upland cotton cultivars/accessions (Gossypium hirsutum L.). Journal of Integrative Plant Biology, 56: 51-62.
Go to original source...
Go to PubMed...
- Evanno G., Regnaut S., Goudet J. (2005): Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study. Molecular Ecology, 14: 2611-2620.
Go to original source...
Go to PubMed...
- Fang D.D., Jenkins J.N., Deng D.D., McCarty J.C., Li P., Wu J.X. (2014): Quantitative trait loci analysis of fiber quality traits using a random-mated recombinant inbred population in upland cotton (Gossypium hirsutum L.). BMC Genomics, 15: 397.
Go to original source...
Go to PubMed...
- Guo W., Cai C., Wang W., Han Z., Song X., Wang K., Niu X., Wang C., Lu K., Shi B., Zhang T. (2007): A microsatellite based, gene rich linkage map reveals genome structure, function and evolution in Gossypium. Genetics, 176: 527-541.
Go to original source...
Go to PubMed...
- Jakobsson M., Rosenberg N.A. (2007): CLUMPP: a cluster matching and permutation program for dealing with label switching and multimodality in analysis of population structure. Bioinformatics, 23: 1801-1806.
Go to original source...
Go to PubMed...
- Kantartzi S.K., Stewart J. McD. (2008): Association analysis of fibre traits in Gossypium arboreum accessions. Plant Breeding, 127: 173-179.
Go to original source...
- Kulkarni V.N. (2002): Hirsutisation of G. arboreum cotton and genetic emendation of G. hirsutum for sucking pest resistance. [Ph.D. Thesis.] Dharwad, University of Agricultural Sciences.
- Ma X., Ding Y., Zhou B., Guo W., Lu Y., Zhu X., Zhang T. (2008): QTL Mapping in A-genome diploid Asiatic cotton and their congruence analysis with AD genome tetraploid cotton in genus Gossypium. Journal of Genetics and Genomics, 35: 751-762.
Go to original source...
Go to PubMed...
- Mather D.E., Hyes P.M., Chalmers K.J., Eglinton J., Matus I., Richardson K., Zitzewitz J.V., Cedillo L.M., Hearnden P., Pal N. (2004): Use of SSR marker data to study linkage disequilibrium and population structure. In: Proc. Int. Barley Genetics Symposium, Hordeum vulgare: Prospects for Association Mapping in Barley, Brno, June 20-26, 2004: 302-307.
- Mehetre S.S., Aher A.R., Gawande V.L., Patil V.R., Mokate A.S. (2003): Induced polyploidy in Gossypium: a tool to overcome interspecific compatibility of cultivated tetraploid and diploid cottons. Current Science, 84: 1510-1512.
- Nei X., Huang C., You C., Li W., Zhao W., Shen C., Zhang B., Wang H., Yan Z., Dai B., Wang M., Zhang X., Lin Z.. (2016): Genome-wide SSR based association mapping for fiber quality in nation-wide upland cotton inbreed cultivars in China. BMC Genomics, 17: 352.
Go to original source...
Go to PubMed...
- Park Y.H., Alabady M.S., Ulloa M., Sickler B., Wilkins T.A., Yu J., Stelly D.M., Kohel R.J., Osama M., Shihy E., Cantrell R.G. (2005): Genetic mapping of new cotton fiber loci using EST-derived microsatellites in an interspecific recombinant inbred line cotton population. Molecular Genetics and Genomics, 274: 428-441.
Go to original source...
Go to PubMed...
- Pritchard J.K., Falush D. (2007): Documentation for Structure Software: Version 2.2. Chicago, University of Chicago.
- Pritchard J.K., Stephens M., Rosenberg N.A., Donnelly P. (2000): Association mapping in structured populations. American Journal of Human Genetics, 67: 170-181.
Go to original source...
Go to PubMed...
- Qin H., Chen M., Yi X., Bie S., Zhang C., Zhang Y., Lan J., Meng Y., Yuan Y., Jiao C. (2015): Identification of associated SSR markers for yield component and fiber quality traits based on frame map and upland cotton collections. PLoS ONE, 10: e0118073.
Go to original source...
Go to PubMed...
- Rosenberg N.A. (2004): DISTRUCT: a program for the graphical display of population structure. Molecular Ecology Notes, 4: 137-138.
Go to original source...
- Rosenberg N.A., Burke T., Elo K., Feldman M.W., Freidlin P.J., Groenen M.A., Hillel J., Mäki-Tanila A., TixierBoichard M., Vignal A., Wimmers K., Weigend S. (2001): Empirical evaluation of genetic clustering methods using multilocus genotypes from 20 chicken breeds. Genetics, 159: 699-713.
Go to original source...
Go to PubMed...
- Saeed M., Wangzhen G., Tianzhen Z. (2014): Association mapping for salinity tolerance in cotton (Gossypium hirsutum L.) germplasm from US and diverse region of China. Australian Journal of Crop Science, 8: 338-346.
- Saghai-Maroof M.A., Soliman K.M., Jorgensen R.A., Allard R.W. (1984): Ribosomal DNA spacer-length polymorphisms in barley: Mendelian inheritance, chromosomal location and population dynamics. Proceedings of National Academy of Sciences, 81: 8014-8018.
Go to original source...
Go to PubMed...
- Salvi S., Tuberosa R. (2005): To clone or not to clone plant QTLs: present and future challenges. Trends in Plant Science, 10: 297-304.
Go to original source...
Go to PubMed...
- Setakis E., Stirnadel H., Balding D.J. (2006): Logistic regression protects against population structure in genetic association studies. Genome Research, 16: 290-296.
Go to original source...
Go to PubMed...
- Tahir M.S., Khan N.U.I., Sajid U. R. (2011): Development of an interspecific hybrid (triploid) by crossing Gossypium hirsutum and G. arboreum. Cytologia, 76: 193-199.
Go to original source...
- Thornsberry J.M., Goodman M.M., Doebley J., Kresovich S., Nielsen D., Buckler E.S. (2001): Dwarf polymorphisms associate with variation in flowering time. Nature Genetics, 28: 286-289.
Go to original source...
Go to PubMed...
- Wang X.Q., Yu Y., Li W., Guo H.L., Lin Z.X., Zhang X.L. (2013): Association analysis of yield and fiber quality traits in Gossypium barbadense with SSRs and SRAPs. Genetics and Molecular Research, 12: 3353-3362.
Go to original source...
Go to PubMed...
- Weir B.S. (1996): Genetic Data Analysis II. 2nd Ed. Sunderland, Sinauer Associates, Inc.
- Yu J.M., Pressoir G., Briggs W.H., Bi I.V., Yamasaki M., Doebley J.F., McMullen M.D, Gaut B.S., Nielsen D.M., Holland J.B., Kresovich S., Buckler E.S. (2006): A unified mixed-model method for association mapping that accounts for multiple levels of relatedness. Nature Genetics, 38: 203-208.
Go to original source...
Go to PubMed...
- Yu J.Z., Kohel R.J., Fang D.D., Cho J., Deynze A.V., Ulloa M., Hoffman S.M., Pepper A.E., Stelly D.M., Jenkins J.N., Saha S., Kampatla S.P., Shah M.R., Hugie W.V., Percy R.G. (2012): A high density simple sequence repeat and single nucleotide polymorphism genetic map of the tetraploid cotton genome. Genes Genomes Genetics, 2: 43-58.
Go to original source...
Go to PubMed...
- Zhao H.H., Fernando R.L., Dekkers J.C. (2007): Power and precision of alternate methods for linkage disequilibrium mapping of quantitative trait loci. Genetics, 175: 1975-1986.
Go to original source...
Go to PubMed...
- Zhao Y., Wang H., Chen W., Li Y. (2014): Genetic structure, linkage disequilibrium and association mapping of verticillium wilt resistance in elite cotton (Gossypium hirsutum L.) germplasm population. PLoS ONE, 9: e86308.
Go to original source...
Go to PubMed...
This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY NC 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.