BMC Genomics | |
Construction of a SNP-based genetic linkage map in cultivated peanut based on large scale marker development using next-generation double-digest restriction-site-associated DNA sequencing (ddRADseq) | |
Huifang Jiang2  Liyin Yan2  Yong Lei2  Boshou Liao2  Shunmou Huang3  Li Huang2  Yulin Chen2  Xiaoping Ren2  Youlin Xia1  Xiaojing Zhou2  | |
[1] Nanchong Academy of Agricultural Sciences, Nanchong 637000, Sichuan, People’s Republic of China;Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430062, Hubei, People’s Republic of China;Databridge Technologies Corporation, Wuhan 430062, Hubei, People’s Republic of China | |
关键词: ddRADseq; SNP; Linkage map; Cultivated peanut; | |
Others : 1217247 DOI : 10.1186/1471-2164-15-351 |
|
received in 2013-12-14, accepted in 2014-04-21, 发布年份 2014 | |
【 摘 要 】
Background
Cultivated peanut, or groundnut (Arachis hypogaea L.), is an important oilseed crop with an allotetraploid genome (AABB, 2n = 4x = 40). In recent years, many efforts have been made to construct linkage maps in cultivated peanut, but almost all of these maps were constructed using low-throughput molecular markers, and most show a low density, directly influencing the value of their applications. With advances in next-generation sequencing (NGS) technology, the construction of high-density genetic maps has become more achievable in a cost-effective and rapid manner. The objective of this study was to establish a high-density single nucleotide polymorphism (SNP)-based genetic map for cultivated peanut by analyzing next-generation double-digest restriction-site-associated DNA sequencing (ddRADseq) reads.
Results
We constructed reduced representation libraries (RRLs) for two A. hypogaea lines and 166 of their recombinant inbred line (RIL) progenies using the ddRADseq technique. Approximately 175 gigabases of data containing 952,679,665 paired-end reads were obtained following Solexa sequencing. Mining this dataset, 53,257 SNPs were detected between the parents, of which 14,663 SNPs were also detected in the population, and 1,765 of the obtained polymorphic markers met the requirements for use in the construction of a genetic map. Among 50 randomly selected in silico SNPs, 47 were able to be successfully validated. One linkage map was constructed, which was comprised of 1,685 marker loci, including 1,621 SNPs and 64 simple sequence repeat (SSR) markers. The map displayed a distribution of the markers into 20 linkage groups (LGs A01–A10 and B01–B10), spanning a distance of 1,446.7 cM. The alignment of the LGs from this map was shown in comparison with a previously integrated consensus map from peanut.
Conclusions
This study showed that the ddRAD library combined with NGS allowed the rapid discovery of a large number of SNPs in the cultivated peanut. The first high density SNP-based linkage map for A. hypogaea was generated that can serve as a reference map for cultivated Arachis species and will be useful in genetic mapping. Our results contribute to the available molecular marker resources and to the assembly of a reference genome sequence for the peanut.
【 授权许可】
2014 Zhou et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150705193742713.pdf | 2797KB | download | |
Figure 6. | 71KB | Image | download |
Figure 5. | 91KB | Image | download |
Figure 4. | 224KB | Image | download |
Figure 3. | 42KB | Image | download |
Figure 2. | 38KB | Image | download |
Figure 1. | 32KB | Image | download |
【 图 表 】
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
Figure 6.
【 参考文献 】
- [1]Bennett MD, Bhandol P, Leitch IJ: Nuclear DNA amounts in angirosperms and their modern uses-807 new estimates. Ann Bot 2000, 86:859-909.
- [2]Stalker HT, Mozingo LG: Molecular markers of Arachis and marker-assisted selection. Peanut Sci 2001, 28:117-123.
- [3]Paterson AH, Stalker HT, Gallo-Meagher M, Burow MD, Dwivedi SL, Crouch JH, Mace ES: Genomics and genetic enhancement of peanut. In Genomics for Legume Crops. Edited by Wilson RF, Stalker HT, Brummer CE. Champaign IL: Amer Oil Chem Soc; 2004:97-109.
- [4]Burow MD, Simpson CE, Starr JL, Paterson AH: Transmission genetics of chromatin from a synthetic amphiploid in cultivated peanut (A. hypogaea L.): broadening the gene pool of a monophyletic polyploid species. Genetics 2001, 159:823-37.
- [5]Foncéka D, Hodo-Abalo T, Rivallan R, Faye I, Sall MN, Ndoye O, Fávero AP, Bertioli DJ, Glaszmann J-C, Courtois B, Rami J-F: Genetic mapping of wild introgressions into cultivated peanut: a way toward enlarging the genetic basis of a recent allotetraploid. BMC Plant Biol 2009, 9:103. BioMed Central Full Text
- [6]Sujay V, Gowda MV, Pandey MK, Bhat RS, Khedikar YP, Nadaf HL, Gautami B, Sarvamangala C, Lingaraju S, Radhakrishan T, Knapp SJ, Varshney RK: Quantitative trait locus analysis and construction of consensus genetic map for foliar disease resistance based on two recombinant inbred line populations in cultivated groundnut (Arachis hypogaea L.). Mol Breed 2012, 30:773-88.
- [7]Wang H, Penmetsa RV, Yuan M, Gong L, Zhao Y, Guo B, Farmer AD, Rosen BD, Gao J, Isobe S, Bertioli DJ, Varshney RK, Cook DR, He G: Development and characterization of BAC-end sequence derived SSRs, and their incorporation into a new higher density genetic map for cultivated peanut (Arachis hypogaea L.). BMC Plant Biol 2012, 12:10. BioMed Central Full Text
- [8]Shirasawa K, Koilkonda P, Aoki K, Hirakawa H, Tabata S, Watanabe M, Hasegawa M, Kiyoshima H, Suzuki S, Kuwata C, Naito Y, Kuboyama T, Nakaya A, Sasamoto S, Watanabe A, Kato M, Kawashima K, Kishida Y, Kohara M, Kurabayashi A, Takahashi C, Tsuruoka H, Wada T, Isobe S: In silico polymorphism analysis for the development of simple sequence repeat and transposon markers and construction of linkage map in cultivated peanut. BMC Plant Biol 2012, 12:80. BioMed Central Full Text
- [9]Shirasawa K, Bertioli DJ, Varshney RK, Moretzsohn MC, Leal-Bertioli SCM, Thudi M, Pandey MK, Rami J-F, Foncéka D, Gowda MVC, Qin H, Guo B, Hong Y, Liang X, Hirakawa H, Tabata S, Isobe S: Integrated consensus map of cultivated peanut and wild relatives reveals structures of the A and B genomes of Arachis and divergence of the legume genomes. DNA Res 2013, 20(2):173-84.
- [10]Nagy ED, Guo Y, Tang S, Bowers JE, Okashah RA, Taylor CA, Zhang D, Khanal S, Heesacker AF, Khalilian N, Farmer AD, Carrasquilla-Garcia N, Penmetsa RV, Cook D, Stalker HT, Nielsen N, Ozias-Akins P, Knapp SJ: A high-density genetic map of Arachis duranensis, a diploid ancestor of cultivated peanut. BMC Genomics 2012, 13:469. BioMed Central Full Text
- [11]Brooks AJ: The essence of SNPs. Gene 1999, 234:177-186.
- [12]Oliver RE, Lazo GR, Lutz JD, Rubenfield MJ, Tinker NA, Anderson JM, Morehead NHW, Adhikary D, Jellen EN, Maughan PJ, Guedira GLB, Chao S, Beattie AD, Carson ML, Rines HW, Obert DE, Bonman JM, Jackson EW: Model SNP development for complex genomes based on hexaploid oat using high-throughput 454 sequencing technology. BMC Genomics 2011, 12:77. BioMed Central Full Text
- [13]Craig DW, Pearson JV, Szelinger S, Sekar A, Redman M, Corneveaux JJ, Pawlowski TL, Laub T, Nunn G, Stephan DA, Homer N, Huentelman MJ: Identification of genetic variants using barcoded multiplexed sequencing. Nat Methords 2008, 5(10):887-893.
- [14]Huang X, Feng Q, Qian Q, Zhao Q, Wang L, Wang A, Guan J, Fan D, Weng Q, Huang T, Dong G, Sang T, Han B: High-throughput genotyping by whole-genome resequencing. Genome Res 2009, 19(6):1068-1076.
- [15]Xie W, Feng Q, Yu H, Huang X, Zhao Q, Xing Y, Yu S, Han B, Zhang Q: Parent-independent genotyping for constructing an ultrahigh-density linkage map based on population sequencing. Proc Nat Acad Sci USA 2010, 107(23):10578-10583.
- [16]Pfender WF, Saha MC, Johnson EA, Slabaugh MB: Mapping with RAD (restriction-site associated DNA) markers to rapidly identify QTL for stem rust resistance in Lolium perenne. Theor Appl Genet 2011, 122:1467-1480.
- [17]Huang X, Zhao Y, Wei X, Li C, Wang A, Zhao Q, Li W, Guo Y, Deng L, Zhu C, Fan D, Lu Y, Weng Q, Liu K, Zhou T, Jing Y, Si L, Dong G, Huang T, Lu T, Feng Q, Qian Q, Li J, Han B: Genome-wide association study of flowering time and grain yield traits in a worldwide collection of rice germplasm. Nat Genet 2012, 44(1):32-39.
- [18]Baird NA, Etter PD, Atwood TS, Currey MC, Shiver AL, Lewis ZA, Selker EU, Cresko WA, Johnson EA: Rapid SNP discovery and genetic mapping using sequenced RAD markers. PLoS One 2008, 3(10):e3376.
- [19]Chutimanitsakun Y, Nipper RW, Cuesta-Marcos A, Cistue L, Corey A, Filichkina T, Johnson EA, Hayes PM: Construction and application for QTL analysis of a restriction site associated DNA (RAD) linkage map in barley. BMC Genomics 2011, 12:4. BioMed Central Full Text
- [20]Peterson BK, Weber JN, Kay EH, Fisher HS, Hoekstra HE: Double digest RADseq: an inexpensive method for De Novo SNP discovery and genotyping in model and non-model species. PLoS One 2012, 7(5):e37135.
- [21]Chen X, Li X, Zhang B, Xu J, Wu Z, Wang B, Li H, Younas M, Huang L, Luo Y, Wu J, Hu S, Liu K: Detection and genotyping of restriction fragment associated polymorphisms in polyploid crops with a pseudo-reference sequence: a case study in allotetraploid Brassica napus. BMC Genomics 2013, 14:346. BioMed Central Full Text
- [22]Recknagel H, Elmer KR, Meyer A: A hybrid genetic linkage map of two ecologically and morphologically divergent midas cichlid fishes (Amphilophus spp.) obtained by massively parallel DNA sequencing (ddRADSeq). Genetics 2013, 3:65-74.
- [23]Hyten DL, Cannon SB, Song Q, Weeks N, Fickus EW, Shoemaker RC, Specht JE, Farmer AD, May GD, Cregan PB: High-throughput SNP discovery through deep resequencing of a reduced representation library to anchor and orient scaffolds in the soybean whole genome sequence. BMC Genomics 2010, 11:38. BioMed Central Full Text
- [24]Lu F, Lipka AE, Glaubitz J, Elshire R, Cherney JH, Casler MD, Buckler ES, Costich DE: Switchgrass Genomic Diversity, Ploidy, and Evolution: novel Insights from a Network-Based SNP Discovery Protocol. PLoS Genet 2013, 9(1):e1003215.
- [25]Qin H, Feng S, Chen C, Guo Y, Knapp S, Culbreath A, He G, Wang ML, Zhang X, Holbrook CC, Ozias-Akins P, Guo B: An integrated genetic linkage map of cultivated peanut (Arachis hypogaea L.) constructed from two RIL populations. Theor Appl Genet 2012, 124:653-64.
- [26]Gautami B, Fonce´ka D, Pandey MK, Moretzsohn MC, Sujay V, Qin H, Hong Y, Faye I, Chen X, Prakash AB, Shah TM, Gowda MVC, Nigam SN, Liang X, Hoisington DA, Guo B, Bertioli DJ, Rami J-F, Varshney RK: An international reference consensus genetic map with 897 marker loci based on 11 mapping populations for tetraploid Groundnut (Arachis hypogaea L.). PLoS ONE 2012, 7:e41213.
- [27]Wang H, Manish KP, Qiao L, Qin H, Culbreath AK, He G, Varshney RK, Scully BT, Guo B: Genetic Mapping and Quantitative Trait Loci Analysis for Disease Resistance Using F2 and F5 Generation-based Genetic Maps Derived from ‘Tifrunner’ × ‘GT-C20’ in Peanut. The Plant Genome 2013, 6:3.
- [28]Holbrook CC, Timper P, Culbreath AK, Kvien CK: Registration of ‘Tifguard’ peanut. J Plant Reg 2008, 2:92-94.
- [29]Chu Y, Wu CL, Holbrook CC, Tillman BL, Person G, Ozias-Akins P: Marker-assisted selection to pyramid nematode resistance and the high oleic trait in peanut. Plant Gen 2011, 4:110-117.
- [30]Willing E-M, Hoffmann M, Klein JD, Weigel D, Dreyer C: Paired-end RAD-seq for de novo assembly and marker design without available reference. Bioinformatics 2011, 27:2187-2193.
- [31]Li R, Yu C, Li Y, Lam T, Yiu S, Kristiansen K, Wang J: SOAP2: an improved ultrafast tool for short read alignment. Bioinformatics 2009, 25:1966-1967.
- [32]Trick M, Long Y, Meng J, Bancroft I: Single nucleotide polymorphism (SNP) discovery in the polyploidy Brassica napus using Solexa transcriptome sequencing. Plant Biotechnol J 2009, 7:334-346.
- [33]Hu Z, Hua W, Huang S, Yang H, Zhan G, Wang X, Liu G, Wang H: Discovery of pod shatter-resistant associated SNPs by deep sequencing of a representative library followed by bulk segregant analysis in rapeseed. PLoS ONE 2012, 7(4):e34253.
- [34]Hu Z, Huang S, Sun M, Wang H, Hua W: Development and application of single nucleotide polymorphism markers in the polyploid Brassica napus by 454 sequencing of expressed sequence tags. Plant Breeding 2012, 131:293-299.
- [35]Wang W, Huang S, Liu Y, Fang Z, Yang L, Hua W, Yuan S, Liu S, Sun J, Zhuang M, Zhang Y, Zeng A: Construction and analysis of a high-density genetic linkage map in cabbage (Brassica oleracea L. var. capitata). BMC Genomics 2012, 13:523. BioMed Central Full Text
- [36]Lu H, Romero-Severson J, Bernardo R: Chromosomal regions associated with segregation distortion in maize. Theor Appl Genet 2002, 105:622-628.
- [37]Li H, Kilian A, Zhou M, Wenzl P, Huttner E, Mendham N, McIntyre L, Vaillancourt RE: Construction of a high-density composite map and comparative mapping of segregation distortion regions in barley. Mol Genet Genomics 2010, 284:319-331.
- [38]Tai GCC, Seabrook JEA, Aziz AN: Linkage analysis of anther-derived monoploids showing distorted segregation of molecular markers. Theor Appl Genet 2000, 101:126-130.
- [39]Varshney RK, Bertioli DJ, Moretzsohn MC, Vadez V, Krishnamurthy L, Aruna R, Nigam SN, Moss BJ, Seetha K, Ravi K, He G, Knapp SJ, Hoisington DA: The first SSR-based genetic linkage map for cultivated groundnut (Arachis hypogaea L.). Theor Appl Genet 2009, 118:729-39.
- [40]Herselman LR, Thwaites FM, Kimmins B, Courtois PJA, Merwe VD, Seal SE: Identification and mapping of AFLP markers linked to peanut (Arachis hypogaea L.) resistance to the aphid vector of groundnut rosette disease. Theor Appl Genet 2004, 109:1426-33.
- [41]Hong Y, Chen X, Liang X, Liu H, Zhou G, Li S, Wen S, Holbrook CC, Guo B: A SSR-based composite genetic linkage map for the cultivated peanut (Arachis hypogaea L.) genome. BMC Plant Biol 2010, 10:17. BioMed Central Full Text
- [42]Gautami B, Pandey MK, Vadez V, Nigam SN, Ratnakumar P, Krishnamurthy L, Radhakrishnan T, Gowda MVC, Narasu ML, Hoisington DA, Knapp SJ, Varshney RK: Quantitative trait locus analysis and construction of consensus genetic map for drought tolerance traits based on three recombinant inbred line populations in cultivated groundnut (Arachis hypogaea L.). Mol Breeding 2012, 30:773-88.
- [43]Grattapaglia D, Sederoff R: Genetic linkage maps of Eucalyptus grandis and Eucalyptus urophylla using a pseudo-testcross: mapping strategy and RAPD markers. Genetics 1994, 137:1121-37.
- [44]Patel RK, Jain M: NGS QC Toolkit: A Toolkit for Quality Control of Next Generation Sequencing Data. PLoS ONE 2012, 7(2):e30619.
- [45]Chong Z, Ruan J, Wu C-I: Rainbow: an integrated tool for efficient clustering and assembling RAD-seq reads. Bioinformatics 2012, 28(21):2732-2737.
- [46]Kumar S, Banks TW, Cloutier S: SNP Discovery through next-generation sequencing and its applications. Int J Plant Genomics 2012, 2012:1-15.
- [47]Bancroft I, Morgan C, Fraser F, Higgins J, Wells R, Clissold L, Baker D, Long Y, Meng J, Wang X, Liu S, Trick M: Dissecting the genome of the polyploid crop oilseed rape by transcriptome sequencing. Nat Biotechnol 2011, 29(8):762-766.
- [48]Van Ooijen JW: JoinMap 4, Software for the calculation of genetic linkage maps in experimental populations. Kyazma BV, Netherlands: Wageningen; 2006.
- [49]Voorrips RE: MapChart: software for the graphical presentation of linkage maps and QTLs. J. Hered 2002, 93:77-8.