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Development of HRM Markers Based on SNPs Identified from Next Generation Resequencing of Susceptible and Resistant Parents to Gummy Stem Blight in Watermelon

수박에서 덩굴마름병 감수성 및 저항성 양친에 대한 차세대 염기서열 재분석으로 탐색된 SNP 기반 HRM 분자표지 개발

  • Lee, Eun Su (Vegetable Research Division, NIHHS, RDA) ;
  • Kim, Jinhee (Vegetable Research Division, NIHHS, RDA) ;
  • Hong, Jong Pil (Vegetable Research Division, NIHHS, RDA) ;
  • Kim, Do-Sun (Vegetable Research Division, NIHHS, RDA) ;
  • Kim, Minkyong (Vegetable Research Division, NIHHS, RDA) ;
  • Huh, Yun-Chan (Planning and Coordination Division, NIHHS, RDA) ;
  • Back, Chang-Gi (Horticultural and Herbal Crop Environment Division, NIHHS, RDA) ;
  • Lee, Jundae (Department of Horticulture, Chonbuk National University) ;
  • Lee, Hye-Eun (Vegetable Research Division, NIHHS, RDA)
  • 이은수 (농촌진흥청 국립원예특작과학원 채소과) ;
  • 김진희 (농촌진흥청 국립원예특작과학원 채소과) ;
  • 홍종필 (농촌진흥청 국립원예특작과학원 채소과) ;
  • 김도선 (농촌진흥청 국립원예특작과학원 채소과) ;
  • 김민경 (농촌진흥청 국립원예특작과학원 채소과) ;
  • 허윤찬 (농촌진흥청 국립원예특작과학원 기획조정과) ;
  • 백창기 (농촌진흥청 국립원예특작과학원 원예특작환경과) ;
  • 이준대 (전북대학교 농업생명과학대학 원예학과) ;
  • 이혜은 (농촌진흥청 국립원예특작과학원 채소과)
  • Received : 2018.10.05
  • Accepted : 2018.10.30
  • Published : 2018.12.01

Abstract

Watermelon (Citrullus lanatus) is an economically important vegetable crop all over the world, which has functional compounds such as lycopene and citrulline. Gummy stem blight caused by Didymella bryoniae is one of the most devastative diseases in watermelon. Single nucleotide polymorphisms (SNPs), which are genetic variations occurring between individuals with respect to a single base, were often used to construct genetic linkage maps and develop molecular markers linked to a variety of horticultural traits and resistance to several diseases. In this study, we developed high-resolution melting (HRM) markers based on SNPs generated from NGS resequencing of two parents in watermelon. Plant materials were C. lanatus '920533' (female and susceptible parent), C. amarus 'PI 189225' (male and resistant parent), and their $F_1$ and $F_2$ progenies. A total of 13.6 Gbp ('920533') and 13.1 Gbp ('PI 189225') of genomic sequences were obtained using NGS analysis. A total of 6.09 million SNPs between '920533' and 'PI 189225' were detected, and 354,860 SNPs were identified as potential HRM primer sets. From these, a total of 330 primer sets for HRM analysis were designed. As a result, a total of 61 HRM markers that have polymorphic melting curves were developed. These HRM markers can be used for the construction of SNP-based linkage maps and for the analysis of quantitative trait loci (QTLs) related to gummy stem blight resistance.

수박(Citrullus lanatus)은 전세계에서 경제적으로 중요한 채소작물이며, 라이코펜과 시트룰린과 같은 기능성 물질을 함유하고 있다. Didymella bryoniae 병원균에 의해 발생하는 덩굴마름병은 수박 재배에서 가장 피해를 많이 주는 병해 중에 하나이다. 단일염기다형성(SNP)은 한 개 염기에 관해 개체 간에 발생하는 유전적 변이로서 유전자 연관 지도를 작성하는 것과 원예적 형질 및 병저항성에 연관된 분자표지를 개발하는 데 자주 사용된다. 본 연구에서는 수박에서 모친과 부친의 차세대 염기서열 재분석(next generation resequencing)을 통해 SNP 분자표지를 선발하였다. 식물재료는 C. lanatus '920533'(모친, 감수성)과 C. amarus 'PI 189225'(부친, 저항성) 및 이들의 $F_1$, $F_2$ 개체를 이용하였다. NGS 분석 결과, '920533'과 'PI 189225'에서 각각 13.6 Gbp와 13.1 Gbp의 염기서열을 얻었다. '920533'과 'PI 189225' 간의 SNP 수는 609만 개였고, 그 중 HRM 프라이머로 디자인이 가능한 SNP의 수는 354,860개였다. 그 중에 HRM 분석을 위한 330개 프라이머 쌍이 디자인되었다. 결과적으로 HRM 분석을 통해 총 61개의 HRM 분자표지를 개발하였다. 이번 연구의 결과는 SNP 기반의 유전자지도 작성에 이용될 수 있으며 덩굴마름병 저항성과 연관된 양적 형질 유전자좌(QTL) 분석에 활용될 수 있을 것이다.

Keywords

Acknowledgement

Supported by : 농촌진흥청

References

  1. Branham SE, Levi A, Farnham, MW, Wechter, WP. 2017. A GBS-SNP-based linkage map and quantitative trait loci (QTL) associated with resistance to Fusarium oxysporum f. sp. niveum race 2 identified in Citrullus lanatus var. citroides. Theor Appl Genet 130: 319-330. https://doi.org/10.1007/s00122-016-2813-0
  2. dos Santos GR, Sousa SCR, Juliatti FC, Rodrigues AC, Dalcin MS, Bonifacio A. 2016. Control of gummy stem blight in watermelon through different management systems. Biosci J 32: 371-377.
  3. Doyle JJ, Doyle JL. 1990. Isolation of plant DNA from fresh tissue. Focus 12: 13-15.
  4. Dudley JW, Maroof S, Rufener GK. 1992. Molecular marker information and selection of parents in corn breeding. Crop Sci 32: 310-304. https://doi.org/10.2135/cropsci1992.0011183X003200020002x
  5. Food and Agriculture Organization of the United Nations. 2016. Food and agriculture data. http://www.fao.org/faostat/en/#data.
  6. Guo S, Zhang J, Sun H, Salse J, Lucas WJ, Zhang H, Zheng Y, Mao L, Ren Y, Wang Z, Min J, Guo X, Murat F, Ham BK, Zhang Z, Gao S, Huang M, Xu Y, Zhong S, Bombarely A, Mueller LA, Zhao H, He H, Zhang Y, Zhang Z, Huang S, Tan T, Pang E, Lin K, Hu Q, Kuang H, Ni P, Wang B, Liu J, Kou Q, Hou W, Zou X, Jiang J, Gong G, Klee K, Schoof H, Huang Y, Hu X, Dong S, Liang D, Wang J, Wu K, Xia Y, Zhao X, Zheng Z, Xing M, Liang X, Huang B, Lv T, Wang J, Yin Y, Yi H, Li R, Wu M, Levi A, Zhang X, Giovannoni JJ, Wang J, Li Y, Fei Z, Xu Y. 2013. The draft genome of watermelon (Citrullus lanatus) and resequencing of 20 diverse accessions. Nature Genetics 45: 51-60. https://doi.org/10.1038/ng.2470
  7. Gusmini G, Rivera-Burgos LA, Wehner TC. 2017. Inheritance of resistance to gummy stem blight in watermelon. HortScience 52: 1477-1482. https://doi.org/10.21273/HORTSCI12123-17
  8. Gusmini G, Song R, Wehner TC. 2005. New sources of resistance to gummy stem blight in watermelon. Crop Sci 45: 582-588. https://doi.org/10.2135/cropsci2005.0582
  9. Han BK, Rhee SJ, Jang YJ, Sim TY, Kim YJ, Park TS, Lee GP. 2016. Identification of a causal pathogen of watermelon powdery mildew in Korea and development of a genetic linkage marker for resistance in watermelon (Citrullus lanatus). Korean J Hortic Sci Technol 34: 912-923.
  10. Kim JY, Lee SH, Hwang SJ, Kim GH, Eun JB. 2013. Physicochemical characteristics and functional components of Mudeungsan watermelon and the other cultivars from Korea. Korean J Food Sci Technol 45: 345-349. https://doi.org/10.9721/KJFST.2013.45.3.345
  11. Kim, KH, Hwang JH, Han DY, Park M, Kim S, Choi D, Kim Y, Lee GP, Kim ST, Park YH. 2015. Major quantitative trait loci and putative candidate genes for powdery mildew resistance and fruit-related traits revealed by an intraspecific genetic map for watermelon (Citrullus lanatus var. lanatus). PLOS ONE 10: e1-e18.
  12. Kwon MK, Hong HJ, Sung KY, Cho BH, Kim KL. 1997. Standardization of a mass-production technique for pycnidiospores of Didymella bryoniae, gummy stem blight fungus of Cucurbits. Korea J Plant Pathol 13: 105-112.
  13. Lande R, Thompson, R. 1990. Efficiency of marker-assisted selection in the improvement of quantitative traits. Genetics 124: 743-756.
  14. Lee HY, Hong JP, Suh HY, Huh YC, Ahn YK, Kim JH, Kim DS. 2015. Survey of SNP markers based on genome related to gummy stem blight resistance in watermelon. J Agr Sci Chungbuk Nat'l Univ 31: 107-113.
  15. Lee J, Park SJ, Do JW, Han JH, Choi D, Yoon JB. 2013. Development of a genetic map of chili pepper using single nucleotide polymorphism markers generated from next generation resequencing of parents. Korean J Hortic Sci Technol 31: 473-482. https://doi.org/10.7235/hort.2013.13004
  16. Lee JH, Jang KS, Choi YH, Kim JC, Choi GJ. 2016. Development of an efficient screening system for resistance of watermelon plants to Didymella bryoniae. Res Plant Dis 22: 72-80. https://doi.org/10.5423/RPD.2016.22.2.72
  17. Li H, Durbin R. 2009. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25: 1754-1760. https://doi.org/10.1093/bioinformatics/btp324
  18. Li H. 2011. A statistical framework for SNP calling, mutation discovery, association mapping and population genetical parameter estimation from sequencing data. Bioinformatics 27: 2987-2993. https://doi.org/10.1093/bioinformatics/btr509
  19. Ling KS, Harris KR, Meyer JDF, Levi A, Guner N, Wehner TC, Bendahmane A, Havey MJ. 2009. Non-synonymous single nucleotide polymorphisms in the watermelon eIF4E gene are closely associated with resistance to Zucchini yellow mosaic virus. Theor Appl Genet 120: 191-200. https://doi.org/10.1007/s00122-009-1169-0
  20. Lou L, Wang H, Qian C, Liu J, Bai Y, Chen J. 2013. Genetic mapping of gummy stem blight (Didymella bryoniae) resistance genes in Cucumis sativus-hystrix introgression lines. Euphytica 192: 359-369. https://doi.org/10.1007/s10681-013-0860-z
  21. Maynard DN, Hopkins DL. 1999. Watermelon fruit disorders. HortTechnology 9: 155-161. https://doi.org/10.21273/HORTTECH.9.2.155
  22. Norton JD, Boyhan G, Smith DA, Abrahams BR. 1995. 'AU-Sweet Scarlet' watermelon. HortScience 30: 393-394. https://doi.org/10.21273/HORTSCI.30.2.393
  23. Norton JD. 1979. Inheritance of resistance to gummy stem blight caused by Didymella bryoniae in watermelon. HortScience 14: 630-632.
  24. Skarshaug AJ. 1981. Centrum development in Didymella bryoniae. Am J Bot 68: 1096-1103. https://doi.org/10.1002/j.1537-2197.1981.tb06393.x
  25. Sowell G, Pointer GR. 1962. Gummy stem blight resistance introduced watermelons. Plant Dis Rep 46: 883-885.
  26. Sowell G. 1975. An additional source of resistance to gummy stem blight in watermelon. Plant Dis Rep 59: 413-415.
  27. Thomson MJ. 2014. High-throughput SNP genotyping to accelerate crop improvement. Plant Breed Biotech 2: 195-212. https://doi.org/10.9787/PBB.2014.2.3.195
  28. Trebbi D, Maccaferri M, de Heer P., Sorensen A, Gluliani S, Salvi S, Sanguineti MC, Massi A, van der Vossen EAG., Tuberosa R. 2011. High-throughput SNP discovery and genotyping in durum wheat (Triticum durum Desf.). Theor Appl Genet 123: 555-569. https://doi.org/10.1007/s00122-011-1607-7
  29. Untergasser A, Cutcutache I, Koressaar T, Ye J, Faircloth BC, Remm M, Rozen SG. 2012. Primer3-new capabilities and interfaces. Nucleic Acids Res 40: e115-e115. https://doi.org/10.1093/nar/gks596
  30. Wittwer CT, Reed GH, Gundry CN, Vandersteen JG, Pryor RJ. 2003. High-resolution genotyping by amplicon melting analysis using LCGreen. Clinic Chem 49: 853-860. https://doi.org/10.1373/49.6.853
  31. Wolukau JN, Zhou XH, Li Y, Zhang YB, Chen JF. 2007. Resistance to gummy stem blight in melon (Cucumis melo L.) germplasm and inheritance of resistance from plant introductions 157076, 420145, and 323498. HortScience 42: 215-221. https://doi.org/10.21273/HORTSCI.42.2.215
  32. Zhang Z, Schwartz S, Wagner L, Miller W. 2000. A greedy algorithm for aligning DNA sequences. J Comput Biol 7: 203-214. https://doi.org/10.1089/10665270050081478