Abstract
High-density genetic maps play a vital role in dissecting genetic components of biologically or agronomically important traits and molecular marker-assisted selection breeding, especially for a species with limited genomic information. Tree Peony (Paeonia suffruticosa Andr. Moutan DC.) is a traditional flowering plant in China, with important ornamental value, which have been spread around the world. However, less genetic and genomic information is available for the tree peony molecular studies. Here, we performed restriction site-associated DNA sequencing (RADseq) of an F1 population, derived from a traditional variety “Qing Long Wo Mo Chi (QL)” and a variety “Mo Zi Lian (MZL)”. High-density genetic maps were developed using RADseq markers for female (1471 markers) and male (793 markers) parents. They covered 965.69 and 870.21 cM, with the average marker intervals of 0.66 and 1.10 cM along the seven and five linkage groups (LGs), respectively. Furthermore, the identified markers were assigned to 1671 bins, representing the unique genetic positions in LGs, and inter-marker distances smaller than 5 cM covered 97.93% of genetic maps. This study suggests that rapid de novo construction of genetic maps in peony could be conducted through RADseq approach, which provides an important tool for further linkage mapping and genomic structure analysis, and enable development of molecular markers for molecular breeding in tree peony.
Similar content being viewed by others
Abbreviations
- RADseq:
-
restriction site-associated DNA sequencing
- MZL:
-
Mo Zi Lian
- QL:
-
Qing Long Wo Mo Chi
- SSR:
-
simple sequence repeat
- AFLP:
-
amplified fragment length polymorphism
- RAPD:
-
random amplified polymorphic DNA
- EST:
-
expressed sequence tag
- SNP:
-
single nucleotide polymorphism
- NGS:
-
next-generation sequencing
- GBS:
-
genotyping-by-sequencing
- ddRADseq:
-
double digest RADseq
- SLAFseq:
-
specific locus amplified fragment sequencing
- Gb:
-
gigabases
- LG:
-
linkage group
References
Agarwal M, Shrivastava N, Padh H (2008) Advances in molecular marker techniques and their applications in plant sciences. Plant Cell Rep 27:617–631. https://doi.org/10.1007/s00299-008-0507-z
Amar MH, Biswas MK, Zhang Z, Guo W-W (2011) Exploitation of SSR, SRAP and CAPS-SNP markers for genetic diversity of Citrus germplasm collection. Sci Hortic 128:220–227. https://doi.org/10.1016/j.scienta.2011.01.021
Andrews KR, Good JM, Miller MR, Luikart G, Hohenlohe PA (2016) Harnessing the power of RADseq for ecological and evolutionary genomics. Nat Rev Genet 17:81–92. https://doi.org/10.1038/nrg.2015.28
Baird NA, Etter PD, Atwood TS, Currey MC, Shiver AL, Lewis ZA, Selker EU, Cresko WA, Johnson EA (2008) Rapid SNP discovery and genetic mapping using sequenced RAD markers. PLoS One 3:e3376. https://doi.org/10.1371/journal.pone.0003376
Barchi L, Lanteri S, Portis E, Acquadro A, Vale G, Toppino L, Rotino GL (2011) Identification of SNP and SSR markers in eggplant using RAD tag sequencing. BMC Genomics 12(304). https://doi.org/10.1186/1471-2164-12-304
Broman KW, Wu H, Sen S, Churchill GA (2003) R/qtl: QTL mapping in experimental crosses. Bioinformatics 19:889–890. https://doi.org/10.1093/bioinformatics/btg112
Bourke PM, van Geest G, Voorrips RE, Jansen J, Kranenburg T, Shahin A, Visser RGF, Arens P, Smulders MJM, Maliepaard C (2018) polymapR-linkage analysis and genetic map construction from F1 populations of outcrossing polyploids. Bioinformatics 34:3496–3502. https://doi.org/10.1093/bioinformatics/bty371
Cai C, Cheng FY, Wu J, Zhong Y, Liu G (2015) The first high-density genetic map construction in tree Peony (Paeonia sect. Moutan) using genotyping by specific-locus amplified fragment sequencing. PLoS One 10:e0128584. https://doi.org/10.1371/journal.pone.0128584
Catchen JM, Amores A, Hohenlohe P, Cresko W, Postlethwait JH (2011) Stacks: building and genotyping loci de novo from short-read sequences. G3 1:171–182. https://doi.org/10.1534/g3.111.000240
Chen J, Wang N, Fang LC, Liang ZC, Li SH, Wu BH (2015) Construction of a high-density genetic map and QTLs mapping for sugars and acids in grape berries. BMC Plant Biol 15:28. https://doi.org/10.1186/s12870-015-0428-2
Chen Y, Chen Y, Shi C, Huang Z, Zhang Y, Li S, Li Y, Ye J, Yu C, Li Z, Zhang X, Wang J, Yang H, Fang L, Chen Q (2018) SOAPnuke: a MapReduce acceleration-supported software for integrated quality control and preprocessing of high-throughput sequencing data. GigaScience 7:1–6. https://doi.org/10.1093/gigascience/gix120
Chen ZL, Wang B, Dong X, Liu H, Ren L, Chen J, Hauck A, Song W, Lai J (2014) An ultra-high density bin-map for rapid QTL mapping for tassel and ear architecture in a large F2 maize population. BMC Genomics 15:433. https://doi.org/10.1186/1471-2164-15-433
Cheng FY (2007) Advances in the breeding of tree peonies and a cultivar system for the cultivar group. Int J Plant Breed 1:89–104
Chutimanitsakun Y, Nipper RW, Cuesta-Marcos A, Cistué L, Corey A, Filichkina T, Johnson EA, Hayes PM (2011) Construction and application for QTL analysis of a restriction site associated DNA (RAD) linkage map in barley. BMC Genomics 12(4). https://doi.org/10.1186/1471-2164-12-4
Darrier B, Rimbert H, Balfourier F, Pingault L, Josselin AA, Servin B, Navarro J, Choulet F, Paux E, Sourdille P (2017) High-resolution mapping of crossover events in the hexaploid wheat genome suggests a universal recombination mechanism. Genetics 206:1373–1388. https://doi.org/10.1534/genetics.116.196014
de la Rosa R, Angiolillo A, Guerrero C, Pellegrini M, Rallo L, Besnard G, Bervillé A, Martin A, Baldoni L (2003) A first linkage map of olive (Olea europaea L.) cultivars using RAPD, AFLP, RFLP and SSR markers. Theor Appl Genet 106:1273–1282. https://doi.org/10.1007/s00122-002-1189-5
Elshire RJ, Glaubitz JC, Sun Q, Poland JA, Kawamoto K, Buckler ES, Mitchell SE (2011) A robust, simple genotyping-by-sequencing (GBS) approach for high diversity species. PLoS One 6:e19379. https://doi.org/10.1371/journal.pone.0019379
Fan W, Zong J, Luo Z, Chen M, Zhao X, Zhang D, Qi Y, Yuan Z (2016) Development of a RAD-Seq based DNA polymorphism identification software, AgroMarker finder, and its application in Rice marker-assisted breeding. PLoS One 11:e0147187. https://doi.org/10.1371/journal.pone.0147187
Gao Z, Wu J, Liu Z, Wang L, Ren H, Shu Q (2013) Rapid microsatellite development for tree peony and its implications. BMC Genomics 14:886. https://doi.org/10.1186/1471-2164-14-886
Guo L, Guo D, Zhao W, Hou X (2018) Newly developed SSR markers reveal genetic diversity and geographical clustering in Paeonia suffruticosa based on flower colour. J Hortic Sci Biotechnol 93:416–424. https://doi.org/10.1080/14620316.2017.1373039
Guo Q, Guo L-L, Zhang L, Zhang L-X, Ma H-L, Guo D-L, Hou X-G (2017) Construction of a genetic linkage map in tree peony (Paeonia sect. Moutan) using simple sequence repeat (SSR) markers. Sci Hortic 219:294–301. https://doi.org/10.1016/j.scienta.2017.03.017
He D, Liu Y, Cai M, Pan H, Zhang Q, Debener T (2014) The first genetic linkage map of crape myrtle (Lagerstroemia) based on amplification fragment length polymorphisms and simple sequence repeats markers. Plant Breed 133:138–144. https://doi.org/10.1111/pbr.12100
Kang BY, Major JE, Rajora OP (2011) A high-density genetic linkage map of a black spruce (Picea mariana) × red spruce (Picea rubens) interspecific hybrid. Genome 54:128–143. https://doi.org/10.1139/G10-099
Kosambi DD (1943) The estimation of map distances from recombination values. Ann Eugenic 12:172–175
Lam HM, Xu X, Liu X, Chen W, Yang G, Wong FL, Li MW, He W, Qin N, Wang B, Li J, Jian M, Wang J, Shao G, Wang J, Sun SSM, Zhang G (2010) Resequencing of 31 wild and cultivated soybean genomes identifies patterns of genetic diversity and selection. Nat Genet 42:1053–1059. https://doi.org/10.1038/ng.715
Li S-S, Yuan RY, Chen LG, Wang LS, Hao XH, Wang LJ, Zheng XC, du H (2015) Systematic qualitative and quantitative assessment of fatty acids in the seeds of 60 tree peony (Paeonia section Moutan DC.) cultivars by GC–MS. Food Chem 173:133–140. https://doi.org/10.1016/j.foodchem.2014.10.017
Li Z, Yang K, Zhao Y, Lin P (2018) Genetic diversity analysis based on sequence-related amplified polymorphism (SRAP) reveals the genetic background of Xinan tree peony group cultivars from different geographical provenances. Hortic Environ Biotechnol 59:567–574. https://doi.org/10.1007/s13580-018-0060-9
Lu Z-X, Sosinski B, Reighard GL, Baird WV, Abbott AG (1998) Construction of a genetic linkage map and identification of AFLP markers for resistance to root-knot nematodes in peach rootstocks. Genome 41:199–207. https://doi.org/10.1139/g98-008
Nystedt B, Street NR, Wetterbom A, Zuccolo A, Lin YC, Scofield DG, Vezzi F, Delhomme N, Giacomello S, Alexeyenko A, Vicedomini R, Sahlin K, Sherwood E, Elfstrand M, Gramzow L, Holmberg K, Hällman J, Keech O, Klasson L, Koriabine M, Kucukoglu M, Käller M, Luthman J, Lysholm F, Niittylä T, Olson Å, Rilakovic N, Ritland C, Rosselló JA, Sena J, Svensson T, Talavera-López C, Theißen G, Tuominen H, Vanneste K, Wu ZQ, Zhang B, Zerbe P, Arvestad L, Bhalerao R, Bohlmann J, Bousquet J, Garcia Gil R, Hvidsten TR, de Jong P, MacKay J, Morgante M, Ritland K, Sundberg B, Lee Thompson S, van de Peer Y, Andersson B, Nilsson O, Ingvarsson PK, Lundeberg J, Jansson S (2013) The Norway spruce genome sequence and conifer genome evolution. Nature 497:579–584. https://doi.org/10.1038/nature12211
Obermeier C, Friedt W (2015) 16 - applied oilseed rape marker technology and genomics. In: Poltronieri P, Hong Y (eds) Applied plant genomics and biotechnology. Woodhead Publishing, Oxford, pp 253–295. https://doi.org/10.1016/B978-0-08-100068-7.00016-1
Paun O, Turner B, Trucchi E, Munzinger J, Chase MW, Samuel R (2016) Processes driving the adaptive radiation of a tropical tree (Diospyros, Ebenaceae) in New Caledonia, a biodiversity hotspot. Syst Biol 65:212–227. https://doi.org/10.1093/sysbio/syv076
Peng LP, Cai CF, Zhong Y, Xu XX, Xian HL, Cheng FY, Mao JF (2017) Genetic analyses reveal independent domestication origins of the emerging oil crop Paeonia ostii, a tree peony with a long-term cultivation history. Sci Rep 7:5340. https://doi.org/10.1038/s41598-017-04744-z
Peterson BK, Weber JN, Kay EH, Fisher HS, Hoekstra HE (2012) Double digest RADseq: an inexpensive method for de novo SNP discovery and genotyping in model and non-model species. PLoS One 7:e37135. https://doi.org/10.1371/journal.pone.0037135
Pfender WF, Saha MC, Johnson EA, Slabaugh MB (2011) Mapping with RAD (restriction-site associated DNA) markers to rapidly identify QTL for stem rust resistance in Lolium perenne. Theor Appl Genet 122:1467–1480. https://doi.org/10.1007/s00122-011-1546-3
Poland JA, Brown PJ, Sorrells ME, Jannink JL (2012) Development of high-density genetic maps for barley and wheat using a novel two-enzyme genotyping-by-sequencing approach. PLoS One 7:e32253. https://doi.org/10.1371/journal.pone.0032253
Saintenac C, Jiang DY, Wang SC, Akhunov E (2013) Sequence-based mapping of the polyploid wheat genome. G3 3:1105–1114. https://doi.org/10.1534/g3.113.005819
Si W, Yuan Y, Huang J, Zhang X, Zhang Y, Zhang Y, Tian D, Wang C, Yang Y, Yang S (2015) Widely distributed hot and cold spots in meiotic recombination as shown by the sequencing of rice F2 plants. New Phytol 206:1491–1502. https://doi.org/10.1111/nph.13319
Stolting KN, Nipper R, Lindtke D, Caseys C, Waeber S, Castiglione S, Lexer C (2013) Genomic scan for single nucleotide polymorphisms reveals patterns of divergence and gene flow between ecologically divergent species. Mol Ecol 22:842–855. https://doi.org/10.1111/mec.12011
Sun L, Wang Y, Yan X, Cheng T, Ma K, Yang W, Pan H, Zheng C, Zhu X, Wang J, Wu R, Zhang Q (2014) Genetic control of juvenile growth and botanical architecture in an ornamental woody plant, Prunus mume Sieb. et Zucc. as revealed by a high-density linkage map. BMC Genet 15(Suppl 1):S1. https://doi.org/10.1186/1471-2156-15-S1-S1
Sun Q-B, Li L-F, Li Y, Wu G-J, Ge X-J (2008) SSR and AFLP markers reveal low genetic diversity in the biofuel plant Jatropha curcas in China. Crop Sci 48:1865–1871. https://doi.org/10.2135/cropsci2008.02.0074
Sun X, Liu D, Zhang X, Li W, Liu H, Hong W, Jiang C, Guan N, Ma C, Zeng H, Xu C, Song J, Huang L, Wang C, Shi J, Wang R, Zheng X, Lu C, Wang X, Zheng H (2013) SLAF-seq: an efficient method of large-scale de novo SNP discovery and genotyping using high-throughput sequencing. PLoS One 8:e58700. https://doi.org/10.1371/journal.pone.0058700
Taylor J, Butler D (2017) R package ASMap: efficient genetic linkage map construction and diagnosis. J Stat Softw 79:1–29. https://doi.org/10.18637/jss.v079.i06
Van Ooijen JW (2006) JoinMap 4, software for the calculation of genetic linkage maps in experimental populations. Kyazma B.V., Wageningen
Voorrips RE (2002) MapChart: software for the graphical presentation of linkage maps and QTLs. J Hered 93:77–78. https://doi.org/10.1093/jhered/93.1.77
Vukosavljev M, Arens P, Voorrips RE, van ‘t Westende WPC, Esselink GD, Bourke PM, Cox P, van de Weg WE, Visser RGF, Maliepaard C, Smulders MJM (2016) High-density SNP-based genetic maps for the parents of an outcrossed and a selfed tetraploid garden rose cross, inferred from admixed progeny using the 68k rose SNP array. Hortic Res 3(16052):16052. https://doi.org/10.1038/hortres.2016.52
Wang S, Xue J, Ahmadi N, Holloway P, Zhu F, Ren X, Zhang X (2014) Molecular characterization and expression patterns of PsSVP genes reveal distinct roles in flower bud abortion and flowering in tree peony (Paeonia suffruticosa). Can J Plant Sci 94:1181–1193. https://doi.org/10.4141/cjps2013-360
Wang S, Beruto M, Xue J, Zhu F, Liu C, Yan Y, Zhang X (2015) Molecular cloning and potential function prediction of homologous SOC1 genes in tree peony. Plant Cell Rep 34:1459–1471. https://doi.org/10.1007/s00299-015-1800-2
Wu YH, Bhat PR, Close TJ, Lonardi S (2008) Efficient and accurate construction of genetic linkage maps from the minimum spanning tree of a graph. PLoS Genet 4:e1000212. https://doi.org/10.1371/journal.pgen.1000212
Yagi M, Shirasawa K, Waki T, Kume T, Isobe S, Tanase K, Yamaguchi H (2017) Construction of an SSR and RAD marker-based genetic linkage map for carnation (Dianthus caryophyllus L.). Plant Mol Biol Rep 35:110–117. https://doi.org/10.1007/s11105-016-1010-2
Yang H, Wei CL, Liu HW, Wu JL, Li ZG, Zhang L, Jian JB, Li YY, Tai YL, Zhang J, Zhang ZZ, Jiang CJ, Xia T, Wan XC (2016) Genetic divergence between Camellia sinensis and its wild relatives revealed via genome-wide SNPs from RAD sequencing. PLoS One 11:e0151424. https://doi.org/10.1371/journal.pone.0151424
Yang S, Yuan Y, Wang L, Li J, Wang W, Liu H, Chen JQ, Hurst LD, Tian D (2012) Great majority of recombination events in Arabidopsis are gene conversion events. Proc Natl Acad Sci U S A 109:20992–20997. https://doi.org/10.1073/pnas.1211827110
Yu K, Liu D, Wu W, Yang W, Sun J, Li X, Zhan K, Cui D, Ling H, Liu C, Zhang A (2017) Development of an integrated linkage map of einkorn wheat and its application for QTL mapping and genome sequence anchoring. Theor Appl Genet 130:53–70. https://doi.org/10.1007/s00122-016-2791-2
Zhang F, Chen S, Chen F, Fang W, Li F (2010) A preliminary genetic linkage map of chrysanthemum (Chrysanthemum morifolium) cultivars using RAPD, ISSR and AFLP markers. Sci Hortic 125:422–428. https://doi.org/10.1016/j.scienta.2010.03.028
Zhang L, Guo D, Guo L, Guo Q, Wang H, Hou X (2019) Construction of a high-density genetic map and QTLs mapping with GBS from the interspecific F1 population of P. ostii ‘Fengdan Bai’ and P. suffruticosa ‘Xin Riyuejin’. Sci Hortic 246:190–200. https://doi.org/10.1016/j.scienta.2018.10.039
Zhang QY, Yu R, Xie LH, Rahman MM, Kilaru A, Niu LX, Zhang YL (2018) Fatty acid and associated gene expression analyses of three tree Peony species reveal key genes for alpha-linolenic acid synthesis in seeds. Front Plant Sci 9(106). https://doi.org/10.3389/fpls.2018.00106
Zhang Z, Wei T, Zhong Y, Li X, Huang J (2016) Construction of a high-density genetic map of Ziziphus jujuba Mill. using genotyping by sequencing technology. Tree Genet Genomes 12. https://doi.org/10.1007/s11295-016-1032-9
Zhao J, Jian J, Liu G, Wang J, Lin M, Ming Y, Liu Z, Chen Y, Liu X, Liu M (2014) Rapid SNP discovery and a RAD-based high-density linkage map in jujube (Ziziphus Mill.). PLoS One 9:e109850. https://doi.org/10.1371/journal.pone.0109850
Zhigunov AV, Ulianich PS, Lebedeva MV, Chang PL, Nuzhdin SV, Potokina EK (2017) Development of F1 hybrid population and the high-density linkage map for European aspen (Populus tremula L.) using RADseq technology. BMC Plant Biol 17:180. https://doi.org/10.1186/s12870-017-1127-y
Acknowledgments
We are grateful to all participants of the Agriculture Department at BGI.
Data archiving statement
The sequencing data of 122 samples, including 120 F1 progenies and two parental lines, from this study is currently being submitted to NCBI Sequence Read Archive (https://www.ncbi.nlm.nih.gov/sra) under the BioProject accession PRJNA529307 with Run accession numbers from SRR8936609 to SRR8936730.
Funding
The work was supported by Science, Technology and Innovation Commission of Shenzhen Municipality under grant no. JCYJ20160331150844452 and no. JCYJ20150831201123287 and Luoyang Municipal Government of China. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Author information
Authors and Affiliations
Contributions
JH and GZ conceived and designed the project. SZL, ZW, EW, and JH collected the plant materials and performed the experiments. SML, KY, YL, XN, XJ, GH, JW, and SC analyzed the data. SML, KY, SZL, JH, and GZ wrote the paper. All authors read and consented to the final version of the manuscript.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no competing interests.
Additional information
Communicated by W.-W. Guo
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Li, S., Lv, S., Yu, K. et al. Construction of a high-density genetic map of tree peony (Paeonia suffruticosa Andr. Moutan) using restriction site associated DNA sequencing (RADseq) approach. Tree Genetics & Genomes 15, 63 (2019). https://doi.org/10.1007/s11295-019-1367-0
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11295-019-1367-0