Skip to main content
Log in

Identifying SNP markers tightly associated with six major genes in peach [Prunus persica (L.) Batsch] using a high-density SNP array with an objective of marker-assisted selection (MAS)

  • Original Article
  • Published:
Tree Genetics & Genomes Aims and scope Submit manuscript

Abstract

One of the applications of genomics is to identify genetic markers linked to loci responsible for variation in phenotypic traits, which could be used in breeding programs to select individuals with favorable alleles, particularly at the seedling stage. With this aim, in the framework of the European project FruitBreedomics, we selected five main peach fruit characters and a resistance trait, controlled by major genes with Mendelian inheritance: fruit flesh color Y, fruit skin pubescence G, fruit shape S, sub-acid fruit D, stone adhesion-flesh texture F-M, and resistance to green peach aphid Rm2. They were all previously mapped in Prunus. We then selected three F1 and three F2 progenies segregating for these characters and developed genetic maps of the linkage groups including the major genes, using the single nucleotide polymorphism (SNP) genome-wide scans obtained with the International Peach SNP Consortium (IPSC) 9K SNP array v1. We identified SNPs co-segregating with the characters in all cases. Their positions were in agreement with the known positions of the major genes. The number of SNPs linked to each of these, as well as the size of the physical regions encompassing them, varied depending on the maps. As a result, the number of useful SNPs for marker-assisted selection varied accordingly. As a whole, this study establishes a sound basis for further development of MAS on these characters. Additionally, we also discussed some limitations that were observed regarding the SNP array efficiency.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Abbott AG, Arús P, Scorza R (2008) Genetic engineering and genomics. In: Bassi DRLD (ed) The peach botany, production and uses. CAB International, London, U.K., pp. 85–105

    Chapter  Google Scholar 

  • Adami M, De Franceschi P, Brandi F, Liverani A, Giovannini D, Rosati C, Dondini L, Tartarini S (2013) Identifying a carotenoid cleavage dioxygenase (ccd4) gene controlling yellow/white fruit flesh color of peach. Plant Mol Biol Rep 31(5):1166–1175

    Article  CAS  Google Scholar 

  • Ahmad R, Parfitt DE, Fass J, Ogundwin E, Dhingra A, Gradziel T, Lin D, Joshi NA, Martinez-Garcia P, Crisosto C (2011) Whole genome sequencing of peach (Prunus persica L) for SNP identification and selection. BMC Genomics 12:569

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Aranzana MJ, Abbassi EK, Howad W, Arús P (2010) Genetic variation, population structure and linkage disequilibrium in peach commercial varieties. BMC Genet 11:69

    Article  PubMed  PubMed Central  Google Scholar 

  • Arús P, Yamamoto T, Dirlewanger E, Abbott AG (2006) Synteny in the Rosaceae. Plant Breed 27:175–211

    Google Scholar 

  • Arús P, Verde I, Sosinski B, Zhebentyayeva T, Abbott AG (2012) The peach genome. Tree Genet Genomes 8:531–547

    Article  Google Scholar 

  • Bassi D, Monet R (2008) Botany and taxonomy. In: Bassi D, Layne DR (eds) The peach: botany production and uses. CABI International, Cambridge

    Google Scholar 

  • Bayley JS, French AP (1949) The inheritance of certain characteristics in the peach. Proc Amer Soc Hortic Sci 29:127–130

    Google Scholar 

  • Bliss FA (2010) Marker-assisted breeding in horticultural crops. Acta Hortic 859:339–350

    Article  Google Scholar 

  • Bliss FA, Arulsekar S, Foolad MR, Becerra V, Gillen AM, Warburton ML, Dandekar AM, Kocsisne GM, Mydin KK (2002) An expanded genetic linkage map of Prunus based on an interspecific cross between almond and peach. Genome 45:520–529

    Article  CAS  PubMed  Google Scholar 

  • Boudehri K, Bendahmane A, Cardinet G, Troadec C, Moing A, Dirlewanger E (2009) Phenotypic and fine genetic characterization of the D locus controlling fruit acidity in peach. BMC Plant Biol 9:59

    Article  PubMed  PubMed Central  Google Scholar 

  • Cao K, Zheng Z, Wang L, Liu X, Zhu G, Fang W, Cheng S, Zeng P, Chen C, Wang X, Xie M, Zhong X, Wang X, Zhao P, Bian C, Zhu Y, Zhang J, Ma G, Chen C, Li Y, Hao F, Li Y, Huang G, Li Y, Li H, Gui J, Xu X, Wang J (2014) Comparative population genomics reveals the domestication history of the peach, Prunus persica, and human influences on perennial fruit crops. Genome Biol 15:415

    PubMed  PubMed Central  Google Scholar 

  • Chaparro JX, Werner DJ, O’Malley D, Sederoff RR (1994) Targeted mapping and linkage analysis of morphological isozyme, and RAPD markers in peach. Theor Appl Genet 87:805–815

    Article  CAS  PubMed  Google Scholar 

  • Da Silva Linge C, Bassi D, Bianco L, Pacheco I, Pirona R, Rossini L (2015) Genetic dissection of fruit weight and size in an F2 peach (Prunus persica (L.) Batsch) progeny. Mol Breeding 35:71

    Article  Google Scholar 

  • Dettori MT, Quarta R, Verde I (2001) A peach linkage map integrating RFLPs, SSRs, RAPDs, and morphological markers. Genome 44(5):783–790

    Article  CAS  PubMed  Google Scholar 

  • Dirlewanger E, Graziano E, Joobeur T, Garriga-Calderé F, Cosson P, Howad W, Arús P (2004) Comparative mapping and marker assisted selection in Rosaceae fruit crops. Proc Nat Acad Sci USA 101:9891–9896

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dirlewanger E, Cosson P, Boudehri K, Renaud C, Capdeville G, Tauzin Y, Laigret F, Moing A (2006) Development of a second-generation genetic linkage map for peach [Prunus persica (L.) Batsch] and characterization of morphological traits affecting flower and fruit. Tree Genet Genomes 3(1):1–13

    Article  Google Scholar 

  • Donoso JM, Picañol R, Eduardo I, BatlIe I, Howad W, Aranzana MJ, Arús P (2015) High-density mapping suggests a cytoplasmic male-sterility system with two restorer factors in almond x peach progenies. Hort Res 2:15016

    Article  Google Scholar 

  • Edge-Garza DA, Zhu Y, Peace CP (2010) Enabling marker-assisted seedling selection in the Washington apple breeding program. Acta Hortic 859:369–373

    Article  Google Scholar 

  • Eduardo I, Chietera G, Pirona R, Pacheco I, Troggio M, Banchi E, Bassi D, Rossini L, Vecchietti A, Pozzi C (2013) Genetic dissection of aroma volatile compounds from the essential oil of peach fruit: QTL analysis and identification of candidate genes using dense SNP maps. Tree Genet Genomes 9:189–204

    Article  Google Scholar 

  • Eduardo I, López-Girona E, Battle I, Reig G, Iglesias I, Howad W, Arús P, Aranzana MJ (2014) Development of diagnostic markers for selection of the subacid trait in peach. Tree Genet Genomes 10:1695–1709

    Article  Google Scholar 

  • Eduardo I, Picañol R, Rojas E, Battle I, Howad W, Aranzana MJ, Arús P (2015) Mapping of a major gene for the slow ripening character in peach: co-location with the maturity data gene and development of a candidate gene-based diagnostic marker for its selection. Euphytica 205:627–636

    Article  CAS  Google Scholar 

  • Falchi R, Vendramin E, Zanon L, Scalabrin S, Cipriani G, Verde I, Vizzoto G, Morgante M (2013) Three distinct mutational mechanisms acting on a single gene underpin the origin of yellow flesh in peach. Plant J 76:175–187

    CAS  PubMed  PubMed Central  Google Scholar 

  • Frett TJ, Reighard GL, Okie WR, Gasic K (2014) Mapping quantitative trait loci associated with blush in peach [Prunus persica (L.) Batsch]. Tree Genet Genomes 10:367–381

    Article  Google Scholar 

  • Gillen AM, Bliss FA (2005) Identification and mapping of markers linked to the Mi gene for root-not nematode resistance in peach. J Amer Soc Hort Sci 130(1):24–33

    CAS  Google Scholar 

  • Grattapaglia D, Sederoff R (1994) Genetic-linkage maps of Eucalyptus grandis and Eucalyptus urophylla using a pseudo-testcross-mapping strategy and RAPD markers. Genetics 137(4):1121–1137

    CAS  PubMed  PubMed Central  Google Scholar 

  • Gu C, Wang L, Wang W, Zhou H, Ma B, Zheng H, Fang T, Ogutu C, Vimolmangkang S, Han Y (2016) Copy number variation of a gene cluster encoding endopolygalacturonase mediates flesh texture and stone adhesion in peach. J Exp Bot 67(6):1993–2005

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Iezzoni A, Weebadde C, Luby J, Yue CY, Peace CP, Bassil N, McFerson J (2010) RosBREED: enabling marker-assisted breeding in Rosaceae. Acta Hortic 859:389–394

    Article  Google Scholar 

  • Jansen J, De Jong AG, Van Ooijen JW (2001) Constructing dense genetic linkage maps. Theor Appl Genet 102:1113–1122

    Article  CAS  Google Scholar 

  • Kosambi DD (1944) The estimation of map distance from recombination values. Ann Eugenics 12:172–175

    Article  Google Scholar 

  • Lambert P, Pascal T (2011) Mapping Rm2 gene conferring resistance to the green peach aphid (Myzus persicae Sulzer) in the peach cultivar ‘Rubira®. Tree Genet Genomes 7:057–1068

    Article  Google Scholar 

  • Lambert P, Dirlewanger E, Laurens F (2009) La sélection assistée par marqueurs (SAM) chez les arbres fruitiers: une approche prometteuse au service de l’innovation variétale. Innov Agronomiques 7:139–152

    Google Scholar 

  • Laurens F, Patocchi A, Peil A, Arús P, Bonany J, Durel CE et al (2010) Review on apple genetics and breeding programs and presentation of a new initiative of a news European initiative to increase fruit breeding efficiency. Journal of fruit science 27:102–107

    Google Scholar 

  • Lesley JW (1940) A genetic study of saucer fruit shape and other characters in the peach. Proc Am Soc Hortic Sci 37:218–222

    Google Scholar 

  • Li X, Meng X, Jia H, Yu M, Ma R, Wang L, Cao K, Shen Z, Niu L, Tian J, Chen M, Xie M, Arus P, Gao Z, Aranzana MJ (2013) Peach genetic resources: diversity, population structure and linkage disequilibrium. BMC Genet 14:84

    Article  PubMed  PubMed Central  Google Scholar 

  • Lincoln SE, Daly MJ, Lander ES (1992) Constructing genetic maps with Mapmaker/exp 3.0, 3rd edn. Whitehead Institute Technical

  • Luby JJ, Shaw DV (2001) Does marker-assisted selection make dollars and sense in a fruit breeding program? Hort Sci 36:872–879

    Google Scholar 

  • Martínez-García PJ, Parfitt DE, Ogundiwin EA, Fass J, Chan HM, Ahmad R, Lurie S, Dandekar A, Gradziel TM, Crisosto CH (2013) High density SNP mapping and QTL analysis for fruit quality characteristics in peach (Prunus persica L.). Tree Genet Genomes 9:19–36

    Article  Google Scholar 

  • Micheletti D, Dettori MT, Micali S, Aramini V, Pacheco I, Da Silva Linge C, Foschi S, Banchi E, Barreneche T, Quilot-Turion B, Lambert P, Pascal T, Iglesias I, Carbó J, Wang L-r, Ma R-j, Li X-w, Gao Z-s, Nazzicari N, Troggio M, Bassi D, Rossini L, Verde I, Laurens F, Arús P, Aranzana MJ (2015) Whole-genome analysis of diversity and SNP-major gene association in peach germplasm. PLOSone. doi:10.1371/journal.pone.0136803

    Google Scholar 

  • Monet R, Guye A, Roy M, Dachary N (1996) Peach Mendelian genetics: a short review and new results. Agronomie 16:321–329

    Article  Google Scholar 

  • Muranty H, Jorge V, Bastien C, Lepoittevin C, Bouffier L, Sanchez L (2014) Potential for marker-assisted selection for forest tree breeding: lessons from 20 years of MAS in crops. Tree Genet Genomes 10:1491–1510

    Article  Google Scholar 

  • Ogundiwin EA, Peace CP, Gradziel TM, Parfitt DE, Bliss FA, Crisosto CH (2009) A fruit quality gene map of Prunus. BMC Genomics 10:587

    Article  PubMed  PubMed Central  Google Scholar 

  • Pacheco I, Bassi D, Eduardo I, Ciacciulli A, Pirona R et al (2014) QTL mapping for brown rot (Monilinia fructigena) resistance in an intraspecific peach (Prunus persica L. Batsch) F1 progeny. Tree Genet Genomes 10:1223–1242

    Article  Google Scholar 

  • Pascal T, Pfeiffer F, Kervella J, Lacroze JP, Sauge MH (2002) Inheritance of green peach aphid resistance in the each cultivar ‘Rubira’. Plant Breed 121:459–461

    Article  Google Scholar 

  • Peace C, Norelli J (2009) Genomics approaches to crop improvement in Rosaceae. In: Folta KM, Gardiner SE (eds) Genetics and genomics of Rosaceae. Springer, Berlin, pp. 19–53

    Chapter  Google Scholar 

  • Peace CP, Crisosto CH, Gradziel TM (2005) Endopolygalacturonase: a candidate gene for freestone and melting flesh in peach. Mol Breed 16:21–31

    Article  CAS  Google Scholar 

  • Picañol R, Eduardo I, Aranzana MJ, Howad W, Battle I, Iglesias I, Alonso JM, Arús P (2013) Combining linkage and association mapping to search for markers linked to flat fruit character in peach. Euphytica 190:279–288

    Article  Google Scholar 

  • Pozzi C, Vecchietti A (2009) Peach structural genomics. In: Folta KM, Gardiner SE (eds) Genetics and genomics of Rosaceae. Springer, New York, pp. 235–257

    Chapter  Google Scholar 

  • Ru S, Main D, Evans K, Peace C (2015) Current applications, challenges and perspectives of marker-assisted seedling selection in Rosaceae tree fruit breeding. Tree Genet Genomes 11:8

    Article  Google Scholar 

  • Salazar JA, Ruiz D, Campoy JA, Sanchez-Pérez R, Crisosto CH, Martinez-Garcia PJ, Blenda A, Jung S, Main D, Martinez-Gomez P, Rubio M (2014) Quantitative trait loci (QTL) and Mendelian trait loci (MTL) analysis in Prunus: a breeding perspective and beyond. Plant Mol Biol Rep 32:1–18

    Article  Google Scholar 

  • Shen Z, Confolent C, Lambert P, Poëssel JL, Quilot-Turion B, Yu M, Ma R, Pascal T (2013) Characterization and genetic mapping in peach of a new blood-flesh trait controlled by the single dominant locus DBF in peach. Tree Genetics and Genomes 9:1435–1446

    Article  Google Scholar 

  • Shulaev V, Korban SS, Sosinski B, Abbott AG, Aldwinckle HS, Folta KM, Iezzoni A, Main D, Arús P, Dandekar AM, Lewers K, Brown SK, Davis TM, Gardiner SE, Potter D, Veilleux RE (2008) Multiple models for Rosaceae genomics. Plant Physiol 147:985–1003

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • The International Peach Genome Initiative (2013) The high-quality draft genome of peach (Prunus persica) identifies unique patterns of genetic diversity, domestication and genome evolution. Nat Genet 45(5):487–494

    Article  Google Scholar 

  • Van Ooijen JW (2006) Joinmap® 4, software for the calculation of genetic maps in experimental populations. Kyazma B.V, Wageningen

    Google Scholar 

  • Vendramin E, Dettori MT, Giovinazzi J, Micali S, Quarta R, Verde I (2007) A set of EST-SSRs isolated from peach fruit transcriptome and their transportability across Prunus species. Mol Ecol Notes 7:307–310

    Article  CAS  Google Scholar 

  • Vendramin E, Pea G, Dondini L, Pacheco I, Dettori MT, Gazza L, Scalabrin S, Strozzi F, Tartarini S, Bassi D, Verde I, Rossini L (2014) A unique mutation in a MYB gene cosegregates with the nectarine phenotype in peach. PLoS One 9(3):e90574

    Article  PubMed  PubMed Central  Google Scholar 

  • Verde I, Bassil N, Scalabrin S, Gilmore B, Lawley CT, Gasic K, Micheletti D, Rosyara UR, Cattonaro F, Vendramin E, Main D, Aramini V, Blas AL, Mockler RC, Bryant DW, Wilhelm L, Troggio M, Sosinski B, Aranzana MJ, Arús P, Iezzoni A, Morgante M, Peace C (2012) Development and evaluation of a 9 K Array for peach by internationally coordinated SNP detection and validation in breeding germplasm. PLoS One 7(4):e35668

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Verde I, Shu S, Jenkins J, Zuccolo A, Dettori MT, Dardick C, Rossini L, Grimwood J, Pirona R, Goodstein DM, Dondini L, Vendramin E, Martínez-Gómez P, Silva H, Micali S, Falchi R, Scalabrin S, Bassi D, Main D, Orellana A, Vizzotto G, Tartarini S, Meisel L, Abbott AG, Morgante M, Rokhsar DS, Jeremy Schmutz J (2015) The Peach v2.0 Release: An Improved Genome Sequence for Bridging the Gap Between Genomics and Breeding in Prunus. Atti International Plant & Animal Genome XXIII Conference / January 10–14, 2015 - San Diego, CA, USA pag 165 https://pag.confex.com/pag/xxiii/webprogram/Paper14519.html

  • Voorips RE (2002) MapChart software for the graphical presentation of genetic maps and QTLs. J Hered 93(1):77–78

    Article  Google Scholar 

  • Warburton ML, Becerra-Velasquez VL, Goffreda JC, Bliss FA (1996) Utility of RAPD markers in identifying genetic linkages to genes of economic interest in peach. Theor Appl Genet 93:920–925

    Article  CAS  PubMed  Google Scholar 

  • Yang N, Reighard G, Ritchie D, Okie W, Gasic K (2013) Mapping quantitative trait loci associated with resistance to bacterial spot (Xanthomonas arboricola pv. pruni) in peach. Tree Genet Genomes 9:573–586

    Article  Google Scholar 

  • Yoshida M (1970) Genetical studies on the fruit quality of peach varieties. I. Acidity. In: Bulletin of the Tree Research Station Series A. pp 1–15

  • Zhebentyayeva TN, Swire-Clark G, Georgi LL, Garay L, Jung S, Forest S, Blenda AV, Blackmon B, Mook J, Horn R, Howad W, Arús P, Main D, Tomkins JP, Sosinski B, Baird WV, Reighard GL, Abbott AG (2008) A framework physical map for the peach, a model Rosaceae species. Tree Genet Genomes 4:745–756

    Article  Google Scholar 

Download references

Acknowledgements

This work has been funded under the EU seventh Framework program by the FruitBreedomics project (FP7-KBBE-2010-265582): Integrated Approach for increasing breeding efficiency in fruit tree crop. The views expressed in this work are the sole responsibility of the authors and do not necessary reflect the views of the European Commission. We acknowledge Stefano Foschi and Martina Lama (CRPV, Cesena, Italy) for their help with field work.

Data archiving statement

Genetic linkage maps of the regions including major genes as well as the list of the SNPs highly associated with the major genes will be submitted to the Genome Database for Rosaceae (www.rosaceae.org).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Patrick Lambert.

Additional information

Communicated by A. G. Abbott

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lambert, P., Campoy, J.A., Pacheco, I. et al. Identifying SNP markers tightly associated with six major genes in peach [Prunus persica (L.) Batsch] using a high-density SNP array with an objective of marker-assisted selection (MAS). Tree Genetics & Genomes 12, 121 (2016). https://doi.org/10.1007/s11295-016-1080-1

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11295-016-1080-1

Keywords

Navigation