Microsatellite Markers-Based Genetic Diversity and Population Structure Analysis of Lentil (Lens culinaris Medik.) Accessions
Microsatellite markers-based genetic diversity of lentil
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Keywords:
Lens culinaris, Germplasm, Genetic diversity, SSR markers, Population structureAbstract
Lentil is a nutritious, protein-rich winter-season pulse crop acting as a boon for mitigating malnutrition and maintaining global food security. Genetic variation and selection is the basis for any crop improvement programme. To explore the pattern of genetic diversity among lentil accessions under salt stress, microsatellite (SSR) markers were used. The development of long-lasting, stable cultivars requires the utilisation of diverse germplasm. This study was conducted at the ICAR-Central Soil Salinity Research Institute, Karnal, using 100 lentil accessions. In this study, 12 SSR (simple sequence repeat) markers were used. Minor allele frequency (MAF) ranged from 0.07 to 0.49, with a mean value of 0.27. Genetic diversity (GD) for SSRs ranged from 0.11 to 0.50. The polymorphic information content (PIC), which ranged from 0 to 1, was 0.12 to 0.38 in the present study. Three sub-groups based on population structure analysis, denoted as the red, green and blue clusters, encompassed of 35, 48 and 17 lentil accessions, respectively. A UPGMA-based phylogenetic tree was also constructed, which grouped all genotypes into three main clusters. The information generated in our study may have significant implications for molecular characterisation, fingerprinting, and documentation of accessions in the lentil improvement programme.
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Afzal M, Hindawi SE, Alghamdi SS, Migdadi HH, Khan MA, Hasnain MU, Arslan M, Habib UR, Rahman M and Sohaib M (2023) Potential breeding strategies for improving salt tolerance in crop plants. Journal of Plant Growth Regulation 42 (6): 3365-3387.
Atta K, Mondal S, Gorai S, Singh AP, Kumari A, Ghosh T, Roy A, Hembram S, Gaikwad, DJ, Mondal S and Bhattacharya S (2023) Impacts of salinity stress on crop plants: improving salt tolerance through genetic and molecular dissection. Frontiers in Plant Science 14: 1241736
Babayeva S, Akparov Z, Abbasov M and Mammadov A (2009) Diversity analysis of Central Asia and Caucasian lentil (Lens culinaris Medik.) germplasm using SSR fingerprinting. Genetic Resources and Crop Evolution 56: 293-298.
Bacchi M, Leone M, Mercati F, Preiti G, Sunseri F and Monti M (2010) Agronomic evaluation and genetic characterization of different accessions in lentil (Lens culinaris Medik.). Italian Journal of Agronomy 4: 303-314.
Chowdhury MM, Haque MA, Malek MA, Rasel M, Molla MR and Ahamed KU (2020) Morphological and SSR marker based diversity analysis of lentil (Lens esculenta) genotypes using yield and yield contributing characters. Indian Journal of Agricultural Research 54 (4): 429-436.
Dissanayake R, Cogan NO, Smith KF and Kaur S (2021) Application of genomics to understand salt tolerance in Lentil. Genes 12 (3): 332.
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: 2611- 2620.
Gupta PK and Varshney R (2000) The development and use of microsatellite markers for genetic analysis and plant breeding with emphasis on bread wheat. Euphytica 113 (3): 163-85.
Hamwieh A, Udupa SM., Sarker A and Jung C and Baum M (2009) Development of new microsatellite markers and their application in the analysis of genetic diversity in lentils. Breeding Science 59: 77-86.
Hoshino AA, Bravo JP, Nobile PM and Morelli KA (2012) Microsatellites as tools for genetic diversity analysis. Genetic diversity in microorganisms: InTechOpen, p 26.
Ibrahim AA, Salem KFM, Abdein MA and Ramadan SM (2023) Advances in summer squash (Cucurbita pepo L.) molecular breeding strategies. In: Singh S, Sharma D, Sharma SK, Singh R (eds) Smart plant breeding for vegetable crops in post-genomics era, Springer, Singapore.
Idrissi O, Udupa MS, De Keyser E, Van Damme P and De Riek J (2016) Functional genetic diversity analysis and identification of associated simple sequence repeats and amplified fragment length polymorphism markers to drought tolerance in lentil (Lens culinaris ssp. culinaris Medicus) Landraces. Plant Molecular Biology Reporter 34: 659-680.
Jin LIU, Jian-Ping GUAN, Dong-Xu XU, Zhang XY, Jing GU and Xu-Xiao ZONG (2008) Genetic diversity and population structure in lentil (Lens culinaris Medik.) germplasm detected by SSR markers. Acta Agronomica Sinica 34 (11): 1901-1909.
Johnson N, Boatwright JL, Bridges W, Thavarajah P, Kumar S, Shipe E and Thavarajah D (2021) Genome wide association mapping of lentil (Lens culinaris Medikus) prebiotic carbohydrates toward improved human health and crop stress tolerance. Scientific Reports 11 (1): 13926.
Kushwaha UKS, Ghimire SK, Yadav NK, Ojha BR and Niroula RK (2015) Genetic characterization of lentil (Lens culinaris L.) germplasm by using SSR markers. American Journal of Agricultural and Biological Sciences 1 (2): 16-26.
Liu J, Guan JP, Xu DX, Zhang, XY, Gu J and Zong XX (2008) Genetic diversity and population structure in lentil (Lens culinaris Medik.) germplasm detected by SSR markers. Acta Agronomica Sinica 34: 1901-1909.
Liu K and Muse SV (2005) Power Marker: an integrated analysis environment for genetic marker analysis. Bioinformatics 21: 2128-2129.
Mekonnen F, Mekbib F, Kumar S, Ahmed S and Sharma TR (2016) Molecular diversity and population structure of the Ethiopian lentil (Lens Culinaris Medikus) genotype assessment using SSR markers. Journal of Crop Science and Biotechnology 19: 1-11.
Mondini L, Noorani A, Pagnotta MA (2009) Assessing plant genetic diversity by molecular tools. Diversity 1 (1): 19–35.
Pandey AK, Sengar RS, Kumar A, Chand P and Yadav R (2018) Molecular characterization of Lentil (Lens culinaris Medikus) genotypes through simple sequence repeats (SSR) markers. Biotech Today: An International Journal of Biological Sciences 8 (1): 65-72.
Pervaiz ZH, Rabbani MA, Pearce SR and Malik SA (2009) Determination of genetic variability of Asian rice (Oryza sativa L.) varieties using microsatellite markers. African Journal of Biotechnology 8: 21.
Pritchard JK, Stephens M and Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155: 945-959.
Reddy MRK, Rathour R, Kumar N, Katoch P and Sharma TR (2010) Cross genera legume SSR markers for analysis of genetic diversity in Lens species. Plant Breeding 129 (5): 514-518.
Safhi FA, Alshamrani SM, Jalal AS, El-Moneim DA, Alyamani AA and Ibrahim AA (2022) Genetic characterization of some Saudi Arabia’s accessions from Commiphora gileadensis using physio-biochemical parameters, molecular markers, DNA barcoding analysis and relative gene expression. Genes 13: 2099.
Saidi A, Sarvmeili J and Pouresmael M (2022) Genetic diversity study in lentil (Lens culinaris Medik.) germplasm: a comparison of CAAT box derived polymorphism (CBDP) and simple sequence repeat (SSR) markers. Biologia 77 (10): 2793-2803.
Singh A, Sharma V, Meena J, Gupta S, Dikshit HK, Aski M, Mishra GP and Sarker A (2017) Genetic variability for grain iron and zinc concentration in lentil. Chemical Science Review and Letters 6: 1327-1332.
Singh D, Singh CK, Kumari S, Tomar RSS, Karwa S, Singh R, Singh RB, Sarkar SK and Pal M (2017) Discerning morpho-anatomical, physiological and molecular multiformity in cultivated and wild genotypes of lentil with reconciliation to salinity stress. Plos One 12 (12): e0190462.
Singh D, Singh, CK, Tomar RSS, Chaturvedi AK, Shah D, Kumar A and Pal M (2016) Exploring genetic diversity for heat tolerance among lentil (Lens culinaris Medik.) genotypes of variant habitats by simple sequence repeat markers. Plant Breeding 132 (2): 215-223.
Singh D, Singh CK, Tomar RSS, Sharma S, Karwa S, Pal M, Singh V, Sanwal SK and Sharma PC (2020) Genetics and molecular mapping for salinity stress tolerance at seedling stage in lentil (Lens culinaris Medik). Crop Science 60 (3): 1254-1266.
Skliros D, Kalloniati C, Karalias G, Skaracis GN, Rennenberg H and Flemetakis E (2018) Global metabolomics analysis reveals distinctive tolerance mechanisms in different plant organs of lentil (Lens culinaris) upon salinity stress. Plant and Soil 429: 451- 468.
Tomar S, Sharma S, Tripathi N, Thakur S, Pathak N, Sharma R and Tiwari P (2023) SSR marker-based molecular characterization of lentil (Lens culinaris Medik.) genotypes. Legume Research 46 (7): 837-842.
Tsanakas GF, Mylona PV, Koura K, Gleridou A and Polidoros AN (2018) Genetic diversity analysis of the Greek lentil (Lens culinaris) landrace ‘Eglouvis’ using morphological and molecular markers. Plant Genetic Resources 16 (5): 469-477.
Urbano G, Porres JM, Frias J, Vidal-Valverde C (2007) nutritional value. In: Lentil: An Ancient Crop for Modern Times. (Edited by Yadav SS, McNeil D and Stevenson PC) Berlin: Springer, Dordrecht 3: 47- 93.
Verma P, Sharma TR, Srivastava PS, Abdin MZ and Bhatia S (2014) Exploring genetic variability within lentil (Lens culinaris Medik.) and across related legumes using a newly developed set of microsatellite markers. Molecular Biology Reports 41: 5607- 5625.
Wong MM, Gujaria-Verma N, Ramsay L, Yuan HY, Caron C, Diapari M, Vandenberg A and Bett KE (2015) Classification and characterization of species within the genus Lens using genotyping by sequencing (GBS). PLoS One 10 (3): e0122025.
Yadav NK, Ghimire SK, Sah BP, Sarker A, Shrestha SM and Sah SK (2016) Genotype x environment interaction and stability analysis in lentil (Lens culinaris Medik.). International Journal of Environment, Agriculture and Biotechnology 1 (3): 238539.
Yadav NK, Ghimire SK, Shakya SM, Sah SK, Sah BP, Sarker A and Kushwaha UKS (2016) Genetic diversity analysis of lentil (Lens culinaris L.) germplasm using DNA based SSR markers. American Journal of Food Science and Health 2 (3): 18-24.
Zaccardelli M, Lupo F, Piergiovanni AR, Laghetti G, Sonnante G, Daminati MG, Sparvoli F and Lioi L (2012) Characterization of Italian lentil (Lens culinaris Medik.) germplasm by agronomic traits, biochemical and molecular markers. Genetic Resources and Crop Evolution 59: 727-738.
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