Hostname: page-component-586b7cd67f-l7hp2 Total loading time: 0 Render date: 2024-11-22T08:29:53.041Z Has data issue: false hasContentIssue false

Genetic characterization and population structure analysis among different horticultural groups of muskmelon (Cucumis melo L.) using microsatellite markers

Published online by Cambridge University Press:  11 October 2022

Koushik Saha
Affiliation:
Division of Vegetable Science, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
Harshawardhan Choudhary*
Affiliation:
Division of Vegetable Science, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
A. D. Munshi
Affiliation:
Division of Vegetable Science, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
Dharmendra Singh
Affiliation:
Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
*
Author for correspondence: Harshawardhan Choudhary, E-mail: [email protected]

Abstract

Muskmelon, which is an important cucurbit of the tropical and subtropical region of the world, shows great diversity, with six different botanical or horticultural groups and fifteen varietal groups. In this study, a total of fifty (50) simple sequence repeat (SSR) markers were used to investigate the genetic diversity and population structure of 46 muskmelon accessions of different horticultural or varietal groups. Thirty-eight (38) of the fifty SSR markers were highly polymorphic. A total of 99 alleles were generated by the polymorphic markers, with an average of 2.06 alleles per loci. Heterozygosity among accessions for individual loci varied from 0.00 to 0.21, with the highest (0.21) reported for the CMCTN71 marker. The gene diversity and polymorphism information content (PIC) values varied between 0.08 to 0.72 and 0.07 to 0.67, with an average of 0.47 and 0.38, respectively. The primer that showed the highest gene diversity and PIC values was DM0913. The unweighted pair-group method for arithmetic average (UPGMA)-based dendrogram classified all the 46 accessions into two major clusters. Population structure analysis classified 46 muskmelon accessions into 2 subpopulations. The subpopulation I contained 29 accessions from the cantalupensis group, and subpopulation II contained 17 accessions from momordica, inodorus and conomon groups, respectively. Analysis of variance indicated that 18 and 68% of variance was due to subpopulations and differences among individuals, respectively. The present study supports the existence of sufficient variation among musk melon genetic resources in India, and their classification based on molecular markers will be helpful to accelerate the breeding programme for specific traits.

Type
Research Article
Copyright
Copyright © The Author(s), 2022. Published by Cambridge University Press on behalf of NIAB

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Anamika, R, Bal, SS, Fergany, M, Kaur, S, Singh, H, Ajaz, AM, Singh, J, Monforte, AJ and Dhillon, NPS (2012) Wild melon diversity in India (Punjab State). Genetic Resources and Crop Evolution 59, 755767.Google Scholar
Aragao, FAS, Torres Filho, J, Nunes, GHS, Queiróz, MA, Bordallo, PN, Buso, GSC, Ferreira, MA, Costa, ZP and Bezerra Neto, F (2013) Genetic divergence among accessions of melon from traditional agriculture of the Brazilian Northeast. Genetics and Molecular Research 12, 63566371.CrossRefGoogle ScholarPubMed
Bhimappa, BB, Choudhary, H, Sharma, VK and Behera, TK (2018) Genetic diversity analysis for fruit quality traits and nutrient composition in different horticultural groups of muskmelon (Cucumis melo L). Indian Journal of Horticulture 75, 5863.CrossRefGoogle Scholar
Bhimappa, BB, Choudhary, H, Behera, TK, Sharma, VK, Zakir, H and Tomar, BS (2019) Study of genetic diversity in muskmelon (Cucumis melo) from different horticultural groups. Indian Journal of Agricultural Sciences 89, 12931297.CrossRefGoogle Scholar
Decker-Walters, DS, Chung, SM, Staub, JE, Quemada, HD and López-Sesé, AI (2002) The origin and genetic affinities of wild populations of melon (Cucumis melo, Cucurbitaceae) in North America. Plant Systematics and Evolution 233, 183197.CrossRefGoogle Scholar
Dhillon, NPS, Monforte, AJ, Pitrat, M, Pandey, S, Singh, PK, Reitsma, KR, Garcia-Mas, J, Sharma, A and McCreight, JD (2011) Melon landraces of India: contributions and importance. In Janick, J (ed.), Plant Breeding Reviews, vol. 35. Hoboken: Wiley-Blackwell, pp. 85150.CrossRefGoogle Scholar
Earl, DA and VonHoldt, BM (2012) STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the Evanno method. Conservation Genetics Resources 4, 359361.CrossRefGoogle Scholar
Emmanouil, NT, Antonio, JM, Abdelhak, F, Zacharias, K, Tefkros, AI, Ioannis, MI and Panagiotis, K (2009) Genetic diversity and population structure of traditional Greek and Cypriot melon cultigens (Cucumis melo L.) based on simple sequence repeat variability. HortScience 44, 18201824.Google Scholar
Escribano, S, Lazaro, A, Cuevas, HE, Lopez-Sese, AI and Stau, JE (2012) Spanish melons (Cucumis melo L.) of the Madrid provenance: a unique germplasm reservoir. Genetic Resources and Crop Evolution 59, 359373.CrossRefGoogle Scholar
Evanno, G, Regnaut, S and Goudet, J (2005) Detecting the number of clusters of individuals using the software structure: a simulation study. Molecular Ecology 14, 26112620.CrossRefGoogle ScholarPubMed
Falush, D, Stephens, M and Pritchard, J (2003) Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies. Genetics 164, 15671587.CrossRefGoogle ScholarPubMed
FAOSTAT (2018) Food and Agricultural Organization of the United Nations. Available at http://www.fao.org/faostat/en/#data/QC.Google Scholar
Fergany, M, Kaur, B, Monforte, AJ, Pitrat, M, Rys, C, Lecoq, H, Dhillon, NPS and Dhaliwal, SS (2011) Variation in melon (Cucumis melo) landraces adapted to the humid tropics of southern India. Genetic Resources and Crop Evolution 58, 225243.CrossRefGoogle Scholar
Gonzalo, MJ, Díaz, A, Dhillon, NP, Reddy, UK, Picó, B and Monforte, AJ (2019) Re-evaluation of the role of Indian germplasm as center of melon diversification based on genotyping-by-sequencing analysis. BMC Genomics 20, 448.CrossRefGoogle ScholarPubMed
Hu, J, Wang, P, Su, Y, Wang, R, Li, Q and Sun, K (2015) Microsatellite diversity, population structure, and core collection formation in melon germplasm. Plant Molecular Biology Reporter 33, 439447.CrossRefGoogle Scholar
Kersey, PJ, Collemare, J, Cockel, C, Das, D, Dulloo, EM, Kelly, LJ, Lettice, E, Malécot, V, Maxted, N, Metheringham, C and Thormann, I (2020) Selecting for useful properties of plants and fungi–Novel approaches, opportunities, and challenges. Plants, People, Planet 2, 409420.CrossRefGoogle Scholar
Liu, K and Muse, SV (2005) Power marker. Integrated analysis environment for genetic marker data. Bioinformatics (Oxford, England) 21, 21282129.CrossRefGoogle Scholar
Lopez-Sese, AI, Staub, JE and Gomez-Guillamon, ML (2003) Genetic analysis of Spanish melon (Cucumis melo L.) germplasm using a standardized molecular-marker array and geographically diverse reference accessions. Theoretical and Applied Genetics 108, 4152.CrossRefGoogle ScholarPubMed
Luan, F, Delannay, I and Staub, JE (2008) Chinese melon (Cucumis melo L.) diversity analyses provide strategies for germplasm curation genetic improvement, and evidentiary support of domestication patterns. Euphytica 164, 445461.CrossRefGoogle Scholar
Munger, HM and Robinson, RW (1991) Nomenclature of Cucumis melo L. Cucurbit Genetics Cooperative 14, 4344.Google Scholar
Munshi, AD and Choudhary, H (2014) Muskmelon. In Peter, KV and Hazra, P (eds), Handbook of Vegetables Volume III. New Delhi: Studium Press, pp. 271310.Google Scholar
Murray, MG and Thompson, WF (1980) Rapid isolation of high molecular weight plant DNA. Nucleic Acids Research 8, 43214325.CrossRefGoogle ScholarPubMed
Nakata, E, Staub, JE, López-Sese, AI and Katzir, N (2005) Genetic diversity of Japanese melon cultivars as assessed by random amplified polymorphic DNA and simple sequence repeat markers. Genetic Resources and Crop Evolution 52, 405419.CrossRefGoogle Scholar
NHB (2019) National Horticulture Database. Gurgaon: National Horticulture Board, Ministry of Agriculture, Government of India. Available at www.nhb.gov.in.Google Scholar
Peakall, R and Smouse, PE (2006) GENALEX 6: genetic analysis in Excel Population genetic software for teaching and research. Molecular Ecology Notes 6, 288295.CrossRefGoogle Scholar
Perrier and Jacquemoud-Collet (2006) DARwin Software [Internet]. Available at http://darwin.cirad.fr.Google Scholar
Pitrat, M (2008) Melon. In Prohens, J and Nuez, F (eds), Handbook of Plant Breeding, vol. 1. New York: Springer, pp. 283315.Google Scholar
Pitrat, M (2016) Melon genetic resources: phenotypic diversity and horticultural taxonomy. In Grumet, R, Katzir, N and Garcia-Mas, J (eds), Genetics and Genomics of Cucurbitaceae. Cham: Springer, pp. 25.CrossRefGoogle Scholar
Pritchard, JK, Stephens, M and Donnelly, P (2000) Inference of population structure using multilocus genotype data. Genetics 155, 945959.CrossRefGoogle ScholarPubMed
Raghami, M, López-Sesé, AI, Hasandokht, MR, Zamani, Z, Moghadam, MRF and Kashi, A (2014) Genetic diversity among melon accessions from Iran and their relationships with melon germplasm of diverse origins using microsatellite markers. Plant Systematics and Evolution 300, 139151.CrossRefGoogle Scholar
Reddy, ANK, Munshi, AD, Behera, TK and Kaur, C (2005) Studies on genetic and biochemical parameters of introduced and indigenous germplasm in snap melon (Cucumis melo. L. var. momordica Duth. and Full.). Indian Journal of Plant Genetic Resources 18, 9193.Google Scholar
Reddy, DC, Venkat, SK, Reddy, AC, Aswath, C, Avinash, KN, Nandini, H and Sreenivasa Rao, E (2016) Genetic diversity and population structure of Indian melon (Cucumis melo L.) landraces with special reference to disease and insect resistance loci. Plant Breeding 135, 384390.CrossRefGoogle Scholar
Robinson, RW and Decker-Walters, DS (1997) Cucurbits. Wallingford, UK: CABI.Google Scholar
Sebastian, P, Schaefer, H, Telford, IR and Renner, SS (2010) Cucumber (Cucumis sativus) and melon (C. melo) have numerous wild relatives in Asia and Australia, and the sister species of melon is from Australia. Proceedings of the National Academy of Sciences 107, 1426914273.CrossRefGoogle Scholar
Sensoy, S, Buyukalaca, S and Abak, K (2007) Evaluation of genetic diversity in Turkish melons (Cucumis melo L.) based on phenotypic characters and RAPD markers. Genetic Resources and Crop Evolution 54, 13511365.CrossRefGoogle Scholar
Soltani, F, Akashi, Y, Kashi, A, Zamani, Z, Mostofi, Y and Kato, K (2010) Characterization of Iranian melon landraces of Cucumis melo L. Groups flexuosus and dudaim by analysis of morphological characters and random amplified polymorphic DNA. Breeding Science 60, 3445.CrossRefGoogle Scholar
Staub, JE, López-Sesé, AI and Fanourakis, N (2004) Diversity among melon landraces (Cucumis melo L.) from Greece and their genetic relationships with other melon germplasm of diverse origins. Euphytica 136, 151166.CrossRefGoogle Scholar
Tamura, K, Dudley, J, Nei, M and Kumar, S (2007) MEGA4: molecular evolutionary genetics analysis (MEGA) software version 4.0. Molecular Biology and Evolution 24, 15961599.CrossRefGoogle ScholarPubMed
Vignal, A, Milan, D, San Cristobal, M and Eggen, A (2002) A review of SNP and other types of molecular markers and their use in animal genetics. Genetics Selection Evolution 34, 275305.CrossRefGoogle ScholarPubMed
Wang, YL, Gao, LY, Yang, SY, Xu, YB, Zhu, HY, Yang, LM, Li, Q, Hu, JB, Sun, SR and Ma, CS (2018) Molecular diversity and population structure of oriental thin-skinned melons, Cucumis melo subsp. agrestis, revealed by a set of core SSR markers. Scientia Horticulturae 229, 5964.CrossRefGoogle Scholar
Yan, J, Yang, X, Shah, T, Sánchez-Villeda, H, Li, J, Warburton, M and Xu, Y (2010) High throughput SNP genotyping with the goldengate assay in maize. Molecular Breeding 25, 441451.CrossRefGoogle Scholar
Zhu, H, Guo, L, Song, P, Luan, F, Hu, J, Sun, X and Yang, L (2016) Development of genome-wide SSR markers in melon with their cross-species transferability analysis and utilization in genetic diversity study. Molecular Breeding 36, 114.CrossRefGoogle Scholar
Supplementary material: File

Saha et al. supplementary material

Tables S1-S3 and Figure S1

Download Saha et al. supplementary material(File)
File 497.5 KB