Abstract
Capsicum annuum, the most widely cultivated species of pepper, is used worldwide for its important nutritional and medicinal values. The construction of an intraspecific high-density genetic linkage map would be of practical value for pepper breeding. However, the numbers of PCR-based simple sequence repeat (SSR) and insertion/deletion (InDel) markers that are available are limited, and there is a need to develop a saturated, intraspecific linkage map. The non-redundant Capsicum species’ expressed sequence tag (EST) database from the National Center for Biotechnology Information was used in this study to develop a total of 902 usable EST-SSR markers. Additionally, 177,587 SSR loci were identified based on the pepper genomic information, including 9182 SSR loci 500 bp both upstream and downstream of coding regions. Another 4497 stable and reliable InDel loci were also developed. From 9182 SSR and 4497 InDel loci, 3356 pairs of genomic SSR primers and 1400 pairs of InDel primers that were evenly distributed in 12 chromosomes were selected. A high-density intraspecific genetic map of C. annuum was constructed using the F10-generation recombinant inbred line of parents PM702 and FS871 as the mapping population, screening the selected 3356 pairs of genomic SSR primers and 1400 pairs of InDel primers and the 902 EST-SSR markers developed earlier, and 524 published SSR markers and 299 orthologous markers (including 263 COSII markers and 36 tomato-derived markers) used previously to develop an interspecific genetic map (C. annuum × C. frutescens). Eventually, a high-density complete genetic intraspecific linkage map of C. annuum containing 12 linkage groups and 708 molecular markers with a length of 1260.00 cM and an average map distance of 1.78 cM was produced. This intraspecific, high-density, complete genetic linkage map of C. annuum contains the largest number of SSR and InDel markers and the highest amount of saturation so far, and it will be of considerable significance for the breeding of improved cultivars of this important field crop in the future.
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References
Barchi L, Bonnet J, Boudet C, Signoret P, Nagy I, Lanteri S, Palloix A, Lefebvre V (2007) A high-resolution, intraspecific linkage map of pepper (Capsicum annuum L.) and selection of reduced recombinant inbred line subsets for fast mapping. Genome 50(1):51–60
Ben-Chaim A, Borovsky Y, Falise M, Mazourek M, Kang BC, Paran I, Jahn M (2006) QTL analysis for capsaicinoid content in Capsicum. Theor Appl Genet 113:1481–1490
Ince AG, Karaca M, Onus AN (2010) Polymorphic microsatellite markers transferable across Capsicum species. Plant Mol Biol Rep 28:285–291
Kang BC, Nahm SH, Huh JH, Yoo HS, Yu JW, Lee MH, Kim BD (2001) An interspecific (Capsicum annuum × C. chinese) F2 linkage map in pepper using RFLP and AFLP markers. Theor Appl Genet 102(4):531–539
Kianian SF, Quiros CF (1992) Generation of a Brassica oleracea composite RFLP map: linkage arrangements among various populations and evolutionary implications. Theor Appl Genet 84:544–554
Kim S, Park M, Yeom SI, Kim YM, Lee JM, Lee HA, Seo E, Choi J, Cheong K, Kim KT, Jung K, Lee GW, Oh SK, Bae C, Kim SB, Lee HY, Kim SY, Kim MS, Kang BC, Jo YD, Yang HB, Jeong HJ, Kang WH, Kwon JK, Shin C, Lim JY, Park JH, Huh JH, Kim JS, Kim BD, Cohen O, Paran I, Suh MC, Lee SB, Kim YK, Shin Y, Noh SJ, Park J, Seo YS, Kwon SY, Kim HA, Park JM, Kim HJ, Choi SB, Bosland PW, Reeves G, Jo SH, Lee BW, Cho HT, Choi HS, Lee MS, Yu Y, Do Choi Y, Park BS, van Deynze A, Ashrafi H, Hill T, Kim WT, Pai HS, Ahn HK, Yeam I, Giovannoni JJ, Rose JKC, Sorensen I, Lee SJ, Kim RW, Choi IY, Choi BS, Lim JS, Lee YH, Choi D (2014) Genome sequence of the hot pepper provides insights into the evolution of pungency in Capsicum species. Nat Genet 46:270–278
Koressaar T, Remm M (2007) Enhancements and modifications of primer design program Primer3. Bioinformatics 23(10):1289–1291. doi:10.1093/bioinformatics/btm091
Kozielska M, Weissing FJ, Beukeboom LW, Pen I (2010) Segregation distortion and the evolution of sex-determining mechanisms. Heredity 104:100–112
Kumpatla SP, Mukhopadhyay S (2005) Mining and survey of simple sequence repeats in expressed sequence tags of dicotyledonous species. Genome 48:985–998
Kurtz S, Phillippy A, Delcher AL, Smoot M, Shumway M, Antonescu C, Salzberg SL (2004) Versatile and open software for comparing large genomes. Genome Biol 5(2):R12. doi:10.1186/gb-2004-5-2-r12
Lee JM, Nahm SH, Kim YM, Kim BD (2004) Characterization and molecular genetic mapping of microsatellite loci in pepper. Theor Appl Genet 108:619–627
Lee HR, Bae IH, Park SW, Kim HJ, Min WK, Han JH, Kim KT, Kim BD (2009) Construction of an integrated pepper map using RFLP, SSR, CAPS, AFLP, WRKY, rRAMP, and BAC end sequences. Mol Cell 27:21–37
Lefebvre V, Pflieger S, Thabuis A, Caranta C, Blattes A, Chauvet JC, Daubèze AM, Palloix A (2002) Towards the saturation of the pepper linkage map by alignment of three intraspecific maps including known-function genes. Genome 45(5):839–854
Li H, Kilian A, Zhou M, Wenzl P, Huttner E, Mendham N, McIntyre L, Vaillancourt RE (2010) Construction of a high-density composite map and comparative mapping of segregation distortion regions in barley. Mol Genet Genomics 284:319–331
Li W, Cheng J, Wu Z, Qin C, Tan S, Tang X, Cui J, Zhang L, Hu K (2015) An InDel-based linkage map of hot pepper (Capsicum annuum). Mol Breed 35:32
Livingstone KD, Lackney VK, Blauth JR, van Wijk R, Jahn MK (1999) Genome mapping in capsicum and the evolution of genome structure in the solanaceae. Genetics 152(3):1183–1202
Lorieux M, Goffinet B, Perrier X, Gonzalez de Leon D, Lanaud C (1995) Maximum-likelihood models for mapping genetic markers with segregation distortion. 1. Backcross populations. Theor Appl Genet 90:73–80
Lu H, Romero-Severson J, Bernardo R (2002) Chromosomal regions associated with segregation distortion in maize. Theor Appl Genet 105:622–628
Lu FH, Kwon SW, Yoon MY, Kim KT, Cho MC, Yoon MK, Park YJ (2012) SNP marker integration and QTL analysis of 12 agronomic and morphological traits in F8 RILs of pepper (Capsicum annuum L.). Mol Cells 34(1):25–34. doi:10.1007/s10059-012-0018-1
Mimura Y, Inoue T, Minamiyama Y, Kubo N (2012) An SSR-based genetic map of pepper (Capsicum annuum L.) serves as an anchor for the alignment of major pepper maps. Breed Sci 62(1):93–98
Minamiyama Y, Tsuro M, Hirai M (2006) An SSR-based linkage map of Capsicum annuum. Mol Breed 18:157–169
Nagy I, Stágel A, Sasvári Z, Röder M, Ganal M (2007) Development, characterization, and transferability to other Solanaceae of microsatellite markers in pepper (Capsicum annuum L.). Genome 50:668–688
Paran I, van der Voort JR, Lefebvre V, Jahn M, Landry L, van Schriek M, Tanyolac B, Caranta C, Chaim AB, Livingstone K, PalloixA PelemanJ (2004) An integrated genetic linkage map of pepper (Capsicum spp.). Mol Breed 13:251–261
Park SW, Jung JK, Choi EA, Kwon JK, Kang JH, Jahn M, Kang BC (2014) An EST-based linkage map reveals chromosomal translocation in Capsicum. Mol Breed 34:963–975
Pickersgill B (1997) Genetic resources and breeding of Capsicum spp. Euphytica 96(1):129–133. doi:10.1023/a:1002913228101
Qin C, Yu C, Shen Y, Fang X, Chen L, Min J, Cheng J, Zhao S, Xu M, Luo Y, Yang Y, Wu Z, Mao L, Wu H, Ling-Hu C, Zhou H, Lin H, Gonzalez-Morales S, Trejo-Saavedra DL, Tian H, Tang X, Zhao M, Huang Z, Zhou A, Yao X, Cui J, Li W, Chen Z, Feng Y, Niu Y, Bi S, Yang X, Li W, Cai H, Luo X, Montes-Hernandez S, Leyva-Gonzalez MA, Xiong Z, He X, Bai L, Tan S, Tang X, Liu D, Liu J, Zhang S, Chen M, Zhang L, Zhang L, Zhang Y, Liao W, Zhang Y, Wang M, Lv X, Wen B, Liu H, Luan H, Zhang Y, Yang S, Wang X, Xu J, Li X, Li S, Wang J, Palloix A, Bosland PW, Li Y, Krogh A, Rivera-Bustamante RF, Herrera-Estrella L, Yin Y, Yu J, Hu K, Zhang Z (2014) Whole-genome sequencing of cultivated and wild peppers provides insights into Capsicum domestication and specialization. Proc Natl Acad Sci USA 111(14):5135–5140. doi:10.1073/pnas.1400975111
Rozen S, Skaletsky H (2000) Primer3 on the WWW for general users and for biologist programmers. Methods Mol Biol 132:365–386
Sugita T, Kinoshita T, Kawano T, Yuji K, Yamaguchi K, Nagata R, Shimizu A, Chen L, Kawasaki S, Todoroki A (2005) Rapid construction of a linkage map using high-efficiency genome scanning/AFLP and RAPD, based on an intraspecific, doubled-haploid population of Capsicum annuum. Breed Sci 55(3):287–295
Sugita T, Semi Y, Sawada H, Utoyama Y, Hosomi Y, Yoshimoto E, Maehata Y, Fukuoka H, Nagata R, Ohyama A (2013) Development of simple sequence repeat markers and construction of a high-density linkage map of Capsicum annuum. Mol Breed 31:909–920
Tan S, Cheng JW, Zhang L, Qin C, Nong DG, Li WP, Tang X, Wu ZM, Hu KL (2015) Construction of an interspecific genetic map based on InDel and SSR for mapping the QTLs affecting the initiation of flower primordia in pepper (Capsicum spp.). PLoS One. doi:10.1371/journal.pone.0119389
Tanksley SD, Bernatzky R, Lapitan NL, Prince JP (1988) Conservation of gene repertoire but not gene order in pepper and tomato. Proc Natl Acad Sci USA 85(17):6419–6423
Temnykh S, DeClerck G, Lukashova A, Lipovich L, Cartinhour S, McCouch S (2001) Computational and experimental analysis of microsatellites in rice (Oryza sativa L.): frequency, length variation, transposon associations, and genetic marker potential. Genome Res 11:1441–1452
Van Berloo R (2008) GGT 2.0: versatile software for visualization and analysis of genetic data. J Hered 99(2):232–236
Van Ooijen J (2006) JoinMap 4. Software for the calculation of genetic linkage maps in experimental populations. Kyazma BV, Wageningen
Voorrips RE (2002) MapChart: software for the graphical presentation of linkage maps and QTLs. J Hered 93:77–78
Wang YJ, Wu XL, He CY, Zhang JS, Chen SY, Gai JY (2003) A soybean genetic map constructed after the population being tested and adjusted. Sci Agric Sin 36(11):1254–1260
Wu F, Eannetta NT, Xu Y, Durrett R, Mazourek M, Molly MJ, Tanksley SD (2009) A COSII genetic map of the pepper genome provides a detailed picture of synteny with tomato and new insights into recent chromosome evolution in the genus Capsicum. Theor Appl Genet 118:1279–1293
Xu S (2008) Quantitative trait locus mapping can benefit from segregation distortion. Genetics 180:2201–2208
Yi G, Lee JM, Lee S, Choi D, Kim BD (2006) Exploitation of pepper EST-SSRs and an SSR-based linkage map. Theor Appl Genet 114:113–130
Acknowledgments
This work was supported by the National Key Technology R&D Program of the Ministry of Science and Technology (2012BAD50G00, 2012BAD02B02), Beijing Municipal Natural Science Foundation (6152010), and National Natural Science Foundation of China (31201624).
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Fig. S1
Photographs of parental lines PM702 (A) and FS871 (B). (PNG 4998 kb)
Fig. S2
Graphical genotypes of RILs for all chromosomes. Individual codes are listed on the left side, and all chromosome numbers are listed above. The chromosomes are presented in columns with red parts and blue parts representing FS871 and PM702, bice parts and brown parts representing FS871 and PM702 too, which mean loci are single dominant, and green parts indicate the data absent, and light blue parts represent heterozygosity. (JPEG 3331 kb)
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Zhang, Xf., Sun, Hh., Xu, Y. et al. Development of a large number of SSR and InDel markers and construction of a high-density genetic map based on a RIL population of pepper (Capsicum annuum L.). Mol Breeding 36, 92 (2016). https://doi.org/10.1007/s11032-016-0517-4
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DOI: https://doi.org/10.1007/s11032-016-0517-4