Czech J. Genet. Plant Breed., 2024, 60(3):126-135 | DOI: 10.17221/10/2024-CJGPB
Exploring potato diversity: A comprehensive genetic and phenotypic analysis of quantitative and qualitative traitsOriginal Paper
- 1 Advanced Seed Research and Biotech Centre, ACI Limited, Dhaka, Bangladesh
- 2 Department of Mathematics and Natural Sciences, BRAC University, Mohakhali, Dhaka, Bangladesh
- 3 National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, P.R. China
For sustainable breeding in potato, a better understanding of genetic diversity within germplasm banks for sustainable breeding is needed. This study comprehensively characterised the molecular and phenotypic traits of 62 potato accessions, including advanced clones and indigenous potato varieties from Advanced Chemical Industries Limited (ACI Ltd.), Bangladesh, and 8 varieties from the Bangladesh Agricultural Research Institute (BARI). By using 9 SSR markers and 13 morphological traits, including both quantitative and qualitative traits, we observed correlation coefficients ranging from –0.3 to 0.7 for 8 quantitative traits, and Pearson's chi-square (χ2 value) ranging from 24.3 to 135.4 for 5 qualitative characteristics. Molecular analyses identified 46 unique alleles, with 93.5% polymorphism. The markers STM0031 and STM1016 had the highest PIC value of 0.9. Genetic parameters for SSR markers included effective number of alleles per locus (Ne) = 5.6, unbiased expected heterozygosity (uh) = 0.8, diversity (h) = 0.8 and Shannon’s information index (I) = 1.8. Jaccard’s similarity coefficients ranged from 0.2 to 0.8, representing significant diversity. Cluster analysis, using unweighted pair-group method with arithmetic average (UPGMA), grouped the accessions into five clusters based on SSR profiles. An association was foud between the marker STM0031 and two traits: the number of tubers per hill and the content of reducing sugars in the tubers. This study provides information on genetic diversity and marker efficacy. It will guide future breeding programmes towards the development of high-yielding and industrially valuable potato varieties.
Keywords: gene bank; genotype; high yield; industrial trait; SSR marker
Received: February 3, 2024; Revised: April 19, 2024; Accepted: April 30, 2024; Prepublished online: May 23, 2024; Published: July 16, 2024 Show citation
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References
- Achilonu C.C., Gryzenhout M., Marais G.J., Madisha M.T., Ghosh S. (2023): Random amplified microsatellites (RAMS) analysis ascertains genetic variation of Alterna-ria alternata causing black spot disease on Carya illinoinensis in South Africa. Frontiers in Genetics, 14: 1213102.
Go to original source...
Go to PubMed...
- Anglin N.L., Robles R., Rossel G., Alagon R., Panta A., Jarret R.L., Manrique N., Ellis D. (2021): Genetic identity, diversity, and population structure of CIP's sweetpotato (I. batatas) germplasm collection. Frontiers in Plant Science, 12: 1860.
Go to original source...
Go to PubMed...
- Anoumaa M., Yao N.K., Kouam E.B., Kanmegne G., Machuka E., Osama S.K., Nzuki I., Kamga Y.B., Fonkou T., Omokolo D.N. (2017): Genetic diversity and core collection for potato (Solanum tuberosum L.) cultivars from Cameroon as revealed by SSR markers. American Journal of Potato Research, 94: 449-463.
Go to original source...
- BBS (2023): Estimated Potato Harvested Statistics 2022-23. Dhaka, Bangladesh Bureau of Statistics: 1-8.
- Bhardwaj V., Kumar A., Sharma S., Singh B., Poonam S.S., Dipta B., Singh R., Siddappa S., Thakur A.K., Dalamu D. (2023): Analysis of genetic diversity, population structure and association mapping for late blight resistance in potato (Solanum tuberosum L.) accessions using SSR markers. Agronomy, 13: 294.
Go to original source...
- Botstein D., White R.L., Skolnick M., Davis R.W. (1980). Construction of a genetic linkage map in man using restriction fragment length polymorphisms. American Journal of Human Genetics, 32: 314.
- Das S., Mitra B., Saha A., Mandal S., Paul P.K., El-Sharnouby M., Hossain A. (2021): Evaluation of quality parameters of seven processing type potato (Solanum tuberosum L.) cultivars in the Eastern Sub-Himalayan plains. Foods, 10: 1138.
Go to original source...
Go to PubMed...
- Elibariki G., Njahira M., Wanjala B., Hosea K., Ndunguru J. (2013): Genetic diversity and identification of duplicates in selected Tanzanian farmer-preferred cassava landraces using simple sequence repeat (SSR) markers. International Journal of Research in Plant Science, 3: 81-87.
- Evanno G., Regnaut S., Goudet J. (2005): Detecting the number of clusters of individuals using the software STRUCTURE: A simulation study. Molecular Ecology, 14: 2611-2620.
Go to original source...
Go to PubMed...
- Favoretto P., Veasey E.A., Melo P.C.T.D. (2011): Molecular characterization of potato cultivars using SSR markers. Horticultura Brasileira, 29: 542-547.
Go to original source...
- Gebhardt C. (2023): A physical map of traits of agronomic importance based on potato and tomato genome sequences. Frontiers in Genetics, 14: 1197206.
Go to original source...
Go to PubMed...
- Ghislain M., Douches D.S. (2020): The genes and genomes of the potato. In: Campos H., Oritz O. (eds.): The Potato Crop: Its Agricultural, Nutritional and Social Contribution to Humankind. Cham, Springer: 139-162.
Go to original source...
- Ghislain M., Núnez J., del Rosario Herrera M., Pignataro J., Guzman F., Bonierbale M., Spooner D.M. (2009): Robust and highly informative microsatellite-based genetic identity kit for potato. Molecular Breeding, 23: 377-388.
Go to original source...
- Hu J., Mei M., Jin F., Xu J., Duan S., Bian C., Li G., Wang X., Jin L. (2022): Phenotypic variability and genetic diversity analysis of cultivated potatoes in China. Frontiers in Plant Science, 13: 954162.
Go to original source...
Go to PubMed...
- Islam S., Eusufzai T.K., Ansarey F.H., Hasan M.M., Nahiyan A.S.M. (2022): A breeding approach to enhance late blight resistance in potato. The Journal of Horticultural Science and Biotechnology, 97: 719-729.
Go to original source...
- Islam S., Li J., Rahman M. A., Xie F., Song B., Nie B. (2024): Resistance to biotic and abiotic stress in potato: The origin of the genes and corresponding molecular markers. Phytopathology Research, 6: 4.
Go to original source...
- Kandemir N., Yilmaz G., Karan Y.B., Borazan D. (2010): Development of a simple sequence repeat (SSR) marker set to fingerprint local and modern potato varieties grown in central Anatolian Plateau in Turkey. African Journal of Biotechnology, 9: 5516-5522.
- Lee K.J., Sebastin R., Cho G.T., Yoon M., Lee G.A., Hyun D.Y. (2021): Genetic diversity and population structure of potato germplasm in RDA-Genebank: Utilization for breeding and conservation. Plants, 10: 752.
Go to original source...
Go to PubMed...
- Liao H., Guo H. (2014): Using SSR to evaluate the genetic diversity of potato cultivars from Yunnan province (SW China). Acta Biologica Cracoviensia Series Botanica, 56: 16-27.
Go to original source...
- Manrique-Carpintero N.C., Berdugo-Cely J.A., Cerón-Souza I., Lasso-Paredes Z., Reyes-Herrera P.H., Yockteng R. (2023): Defining a diverse core collection of the Colombian Central Collection of potatoes: A tool to advance research and breeding. Frontiers in Plant Science, 14: 1046400.
Go to original source...
Go to PubMed...
- Mehmood A., Dracatos P.M., Maqsood L., Yousafi Q., Hussain A., Jaskani M.J., Hussain M.M. (2023): Genetic variability and population structure of Pakistani potato genotypes using retrotransposon-based markers. Agriculture, 13: 185.
Go to original source...
- Milbourne D., Meyer R.C., Collins A.J., Ramsay L.D., Gebhardt C., Waugh R. (1998): Isolation, characterisation and mapping of simple sequence repeat loci in potato. Molecular and General Genetics, 259: 233-245.
Go to original source...
Go to PubMed...
- Palumbo F., Galvao A.C., Nicoletto C., Sambo P., Barcaccia G. (2019): Diversity analysis of sweet potato genetic resources using morphological and qualitative traits and molecular markers. Genes, 10: 840.
Go to original source...
Go to PubMed...
- Raihan A., Nahiyan A., Rahman A., Rahman L. (2016): Molecular characterization of selected M5 lines of rice after TILLING for salinity tolerance using 20 SSR primers. British Biotechnology Journal, 12: 1-11.
Go to original source...
- Rizvi S., Mushtaq F., Hussain K., Farwah S., Afroza B., Hussain S.M. (2020): Correlation analysis for various growth and yield attributing traits in potato (Solanum tuberosum L.) genotypes. International Journal of Chemical Studies, 8: 1738-1740.
Go to original source...
- Rocha E.A., Paiva L.V., Carvalho H.H.D., Guimarães C.T. (2010): Molecular characterization and genetic diversity of potato cultivars using SSR and RAPD markers. Crop Breeding and Applied Biotechnology, 10: 204-210.
Go to original source...
- Slater A.T., Cogan N.O., Hayes B.J., Schultz L., Dale M.F.B., Bryan G.J., Forster J.W. (2014): Improving breeding efficiency in potato using molecular and quantitative genetics. Theoretical and Applied Genetics, 127: 2279-2292.
Go to original source...
Go to PubMed...
- Tambi M.D., Bobuin K.E. (2023): Production function analysis for the semi-subsistence Irish potato production systems and the farmer's economic well-being in Santa, Cameroon. Agricultural Sciences/Agrarni Nauki, 15: 36.
Go to original source...
- Tillault A.S., Yevtushenko D.P. (2019): Simple sequence repeat analysis of new potato varieties developed in Alberta, Canada. Plant Direct, 3: 00140.
Go to original source...
Go to PubMed...
- Tiwari J.K., Buckseth T., Zinta R., Bhatia N., Dalamu D., Naik S., Poonia A.K., Kardile H.B., Challam C., Singh R.K., Luthra S.K. (2022): Germplasm, breeding, and genomics in potato improvement of biotic and abiotic stresses tolerance. Frontiers in Plant Science, 13: 805671.
Go to original source...
Go to PubMed...
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