Abstract
India is one of the secondary centers of origin for both wild and domesticated bananas, with the north-eastern region holding the greatest repository. Therefore, the present study used three different molecular marker systems viz., inter simple sequence repeats (ISSR), inter-retrotransposon amplified polymorphism (IRAP), and start codon targeted (SCoT) polymorphism to analyze the genetic diversity among 17 cultivated varieties of the north-eastern region belonging to different genomic groups. The percent polymorphism was found to be 91.79, 86.78, and 82.35 in ISSR, IRAP, and SCoT markers respectively. ISSR had the highest values for all the marker parameters. However, IRAP outperformed SCoT and ISSRs by recording the highest values for effective number of alleles (Ne), Shannon index (I), and Nei’s (1973) gene diversity (H). The dendrogram obtained using ISSR, SCoT, and combined data had two major clusters and the clustering pattern was almost similar, but it differed slightly in IRAP markers. To learn more about the population structure and allelic diversity, model-based structural analysis was carried out in addition to phylogenetic analysis and principal component analysis (PCA). The structure analysis identified three subpopulations in ISSR, four in IRAP, and five in SCoT and combined marker data. The Q-value indicates that almost all the subpopulations are composed of varieties with and without admixture, thereby suggesting that more alleles are being shared among the varieties used in this study.
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References
Alemu A, Feyissa T, Letta T, Abeyo B (2020) Genetic diversity and population structure analysis based on the high density SNP markers in Ethiopian durum wheat (Triticum turgidum ssp. durum). BMC Genetics 21:18. https://doi.org/10.1186/s12863-020-0825-x
Ambreen H, Kumar S, Kumar A, Agarwal M, Jagannath A, Goel S (2018) Association mapping for important agronomic traits in Safflower (Carthamus tinctorius L.) core collection using microsatellite markers. Front Plant Sci 9:402
Badakhshan H, Kamangar MS, Mozafari AA (2018) Characterization of strawberry (Fragaria × ananassa Duch.) cultivars using SCoT, ISSR and IRAP markers. Crop Breed J 8:61–72. https://doi.org/10.22092/cbj.2018.123510.1028
Bawin Y, Panis B, Abeele SV, Li Z, Sardos J, Paofa J, Janssens SB (2019) Genetic diversity and core subset selection in ex situ seed collections of the banana crop wild relative Musa balbisiana. Plant Genetic Resources 17:536–544. https://doi.org/10.1017/S1479262119000376
Birhanu K, Tileye F, Yohannes P, Said M (2015) Molecular diversity study of black cumin (Nigella sativa L.) from Ethiopia as revealed by inter simple sequence repeat (ISSR) markers. Afr J Biotech 14:1543–1551. https://doi.org/10.4314/ajb.v14i18
Biswas MK, Bagchi M, Biswas D, Harikrishna JA, Liu Y, Li C, Deng G (2020) Genome-wide novel genic microsatellite marker resource development and validation for genetic diversity and population structure analysis of banana. Genes 11:1479. https://doi.org/10.3390/genes11121479
Borborah K, Saikia D, Rehman M, Islam MA, Mahanta S, Chutia J, Borthakur SK, Tanti B (2020) Comparative analysis of genetic diversity in some non-commercial cultivars of Musa L. from Assam, India, using morphometric and ISSR markers. Intern J Fruit Sci 20(sup2):1814–1828
Chaitra KC, Sarvamangala C, Manikanta DS, Chaitra PA, Fakrudin B (2020) Insights into genetic diversity and population structure of Indian carrot (Daucus carota L.) accessions. J Appl Genetics 61:303–312. https://doi.org/10.1007/s13353-020-00556-6
Collard BCY, Mackill DJ (2009) Start Codon Targeted (SCoT) Polymorphism: a simple, novel DNA marker technique for generating gene-targeted markers in plants. Plant Mol Biol Rep 27:86–93. https://doi.org/10.1007/s11105-008-0060-5
De Jesus ON, de Silva S, O e., Amorim EP, Ferreira CF, de Campos JMS, de Gaspari Silva G, Figueira A, (2013) Genetic diversity and population structure of Musa accessions in ex situ conservation. BMC Plant Biol 13:41. https://doi.org/10.1186/1471-2229-13-41
De Langhe E, Hřibová E, Carpentier S, Doležel J, Swennen R (2010) Did backcrossing contribute to the origin of hybrid edible bananas? Ann Bot 106:849–857. https://doi.org/10.1093/aob/mcq187
Dumolin-Lapègue S, Demesure B, Fineschi S, Petit RJ (1997) Phylogeographic structure of white oaks throughout the European continent. Genetics 146:1475–1487. https://doi.org/10.1093/genetics/146.4.1475
Evanno G, Regnaut S, Goudet J (2005) Detecting the number of clusters of individuals using the software structure: a simulation study. Mol Ecol 14:2611–2620. https://doi.org/10.1111/j.1365-294X.2005.02553.x
Frison EA, Escalant JV, Sharrock S (2001) The global Musa genomic consortium: a boost for banana improvement. Banana Improvement: Cellular, Molecular Biology, and Induced Mutations Proceedings of a Meeting Held in Leuven, Belgium 24–28:341–349
Gawel N, Jarret RL (1991) Cytoplasmic genetic diversity in bananas and plantains. Euphytica 52:19–23. https://doi.org/10.1007/BF00037852
Ge XJ, Liu MH, Wang WK, Schaal BA, Chiang TY (2005) Population structure of wild bananas, Musa balbisiana, in China determined by SSR fingerprinting and cpDNA PCR-RFLP. Mol Ecol 14:933–944. https://doi.org/10.1111/j.1365-294X.2005.02467.x
Gorji AM, Poczai P, Polgar Z, Taller J (2011) Efficiency of arbitrarily amplified dominant markers (SCOT, ISSR and RAPD) for diagnostic fingerprinting in tetraploid potato. Am J Pot Res 88:226–237. https://doi.org/10.1007/s12230-011-9187-2
Greenbaum G, Templeton AR, Bar-David S (2016) Inference and analysis of population structure using genetic data and network theory. Genetics 202:1299–1312. https://doi.org/10.1534/genetics.115.182626
Hore DK, Sharma BD, Pandey G (1992) Status of banana in north-east India. J Econ Bot 16:447–455
Igwe DO, Ihearahu OC, Osano AA, Acquaah G, Nkem Ude G (2021) Genetic diversity and population assessment of Musa L. (Musaceae) employing CDDP markers. Plant Mol Biol Rep 39:801–820. https://doi.org/10.1007/s11105-021-01290-x
Igwe DO, Ihearahu OC, Osano AA et al (2022) Assessment of genetic diversity of Musa species accessions with variable genomes using ISSR and SCoT markers. Genet Resour Crop Evol 69:49–70. https://doi.org/10.1007/s10722-021-01202-8
Jaccard P (1908) Nouvelles recherches sur la distribution florale. Bull Soc Vaud Sci Nat 44:223–270
Kalendar R, Grob T, Regina M, Suoniemi A, Schulman A (1999) IRAP and REMAP: two new retrotransposon-based DNA fingerprinting techniques. Theor Appl Genet 98:704–711. https://doi.org/10.1007/s001220051124
Kimura M, Crow JF (1964) The number of alleles that can be maintained in a finite population. Genetics 49(4):725–738. https://doi.org/10.1093/genetics/49.4.725.PMID:14156929;PMCID:PMC1210609
Lamare A, Rao SR (2015) Efficacy of RAPD, ISSR and DAMD markers in assessment of genetic variability and population structure of wild Musa acuminata colla. Physiol Mol Biol Plants 21(3):349–358
Lewontin RC (1972) The apportionment of human diversity. Evol Biol 6:381–398
Li X, Mao F, Du H, Zhou G, Xing L, Liu T, Han N, Liu Y, Zhu D, Zheng J, Dong L, Zhang M (2019) Spatio-temporal evolution and impacts of climate change on bamboo distribution in China. J Environ Manage 248:109265. https://doi.org/10.1016/j.jenvman.2019.109265
Li S, Ramakrishnan M, Vinod KK, Kalendar R, Yrjälä K, Zhou M (2020) Development and deployment of high-throughput retrotransposon-based markers reveal genetic diversity and population structure of Asian bamboo. Forests 11:31. https://doi.org/10.3390/f11010031
Luz GA, Gomes SO, Araujo Neto RB, Nascimento MSCB et al (2015) Molecular characterization of accessions of Cratylia argentea (Camaratuba) using ISSR markers. Genet Mol Res 14:15242–15248
Lynch M, Walsh B (1999) Genetics and analysis of quantitative traits. Q Rev Biol 74:225–225. https://doi.org/10.1086/393101
Miller MP (1998) AMOVA-PREP 1.01: a program for the preparation of AMOVA input files from dominant-markers raw data. Comput Softw Distrib 22:927–934
Mukunthakumar S, Padmesh P, Vineesh PS, Skaria R, Kumar KH, Krishnan PN (2013) Genetic diversity and differentiation analysis among wild antecedents of banana (Musa acuminata Colla) using RAPD markers. Indian J Biotechnol 12:493–498
Nachimuthu VV, Muthurajan R, Duraialaguraja S, Sivakami R, Pandian BA, Ponniah G, Sabariappan R (2015) Analysis of population structure and genetic diversity in rice germplasm using SSR Markers: an initiative towards association mapping of agronomic traits in Oryza Sativa. Rice 8:30. https://doi.org/10.1186/s12284-015-0062-5
Nei M (1973) Analysis of gene diversity in subdivided populations. Proc Natl Acad Sci U S A 70:3321–3323
Nie Z, Ren Y, Zhang L, Ge R, Wei J (2022) Analysis of population genetic diversity and genetic structure of Schizothorax biddulphi based on 20 newly developed SSR markers. Front Genet 13:908367
Ning S-P, Xu L-B, Lu Y, Huang B-Z, Ge X-J (2007) Genome composition and genetic diversity of Musa germplasm from China revealed by PCR-RFLP and SSR markers. Sci Hortic 114:281–288. https://doi.org/10.1016/j.scienta.2007.07.002
Noor S, Muhammad A, Shahzad A, Hussain I, Zeshan M, Ali K, Begum S, Aqeel M, Numan M, Muazzam Naz RM, Shoukat S (2022) Inter simple sequence repeat-based genetic divergence and varietal identification of banana in Pakistan. Agronomy 12:2932. https://doi.org/10.3390/agronomy12122932
Nyine M, Uwimana B, Akech V, Brown A, Ortiz R, Doležel J, Lorenzen J, Swennen R (2019) Association genetics of bunch weight and its component traits in East African highland banana (Musa spp. AAA group). Theor Appl Genet 132:3295–3308. https://doi.org/10.1007/s00122-019-03425-x
Padmesh P, Mukunthakumar S, Vineesh PS, Skaria R, Kumar KH, Krishnan PN (2012) Exploring wild genetic resources of Musa acuminata Colla distributed in the humid forests of southern Western Ghats of peninsular India using ISSR markers. Plant Cell Rep 31:1591–1601. https://doi.org/10.1007/s00299-012-1273-5
Pandotra P, AjaiP G, Khan S, Ram G, Gupta S (2015) A comparative assessment of ISSR, RAPD, IRAP, & REMAP molecular markers in Zingiber officinale germplasm characterization. Sci Hortic 194:201–207. https://doi.org/10.1016/j.scienta.2015.08.011
Porras-Hurtado L, Ruiz Y, Santos C, Phillips C, Carracedo Á, Lareu M (2013) An overview of STRUCTURE: applications, parameter settings, and supporting software. Front Gene 4
Powell W, Morgante M, Andre C, Hanafey M, Vogel J, Rafalski TS, A, (1996) The comparison of RFLP, RAPD, AFLP and SSR (microsatellite) markers for germplasm analysis. Mol Breeding 2:225–238. https://doi.org/10.1007/BF00564200
Prevost A, Wilkinson MJ (1999) A new system of comparing PCR primers applied to ISSR fingerprinting of potato cultivars. Theor Appl Genet 98:107–112. https://doi.org/10.1007/s001220051046
Rahmani M-S, Shabanian N, Khadivi-Khub A, Woeste KE, Badakhshan H, Alikhani L (2015) Population structure and genotypic variation of Crataegus pontica inferred by molecular markers. Gene 572:123–129. https://doi.org/10.1016/j.gene.2015.07.001
Roncal J, Francisco-Ortega J, Lewis CE (2007) An evaluation of the taxonomic distinctness of two Geonoma macrostachys (Arecaceae) varieties based on inter simple sequence repeat (ISSR) variation. Bot J Linn Soc 153:381–392. https://doi.org/10.1111/j.1095-8339.2007.00619.x
Saraswathi MS, Uma S, Sharmila Gayatri D, Soundaryan R, Jithu G, Bahrudeen SH, Durai P, Backiyarani S (2019) Comparison of two different electrophoretic methods in studying the genetic diversity among plantains (Musa spp.) using ISSR markers. Electrophoresis 40:1265–1272. https://doi.org/10.1002/elps.201800456
Saraswathi MS, Uma S, Vadivel E, Durai P, Siva SA, Rajagopal G, Sathiamoorthy S (2011) Diversity analysis in Indian cooking bananas (Musa, ABB) through morphotaxonomic and molecular characterisation. Acta Horticulturae 123–131
Seyedimoradi H, Talebi R, Kanouni H, Naji AM, Karami E (2020) Genetic diversity and population structure analysis of chickpea (Cicer arietinum L.) advanced breeding lines using whole-genome DArTseq-generated SilicoDArT markers. Braz J Bot 43:541–549. https://doi.org/10.1007/s40415-020-00634-3
Simmonds NW, Shepherd K (1955) The taxonomy and origins of the cultivated bananas. Bot J Linn Soc 55:302–312. https://doi.org/10.1111/j.1095-8339.1955.tb00015.x
Sneath PHA, Sokal RR (1973) Numerical taxonomy. The principles and practice of numerical classification
Sreekumar VB, Renuka C (2006) Assessment of genetic diversity in Calamus thwaitesii BECC. (Arecaceae) using RAPD markers. Biochem Syst Ecol 34:397–405. https://doi.org/10.1016/j.bse.2005.12.002
Teo CH, Tan SH, Ho CL, Faridah QZ, Othman YR, Heslop-Harrison JS, Kalendar R, Schulman AH (2005) Genome constitution and classification using retrotransposon-based markers in the orphan crop banana. J Plant Biol 48:96–105. https://doi.org/10.1007/BF03030568
Thingnam SS, Lourembam DS, Tongbram PS, Lokya V, Tiwari S, Khan MK, Pandey A, Hamurcu M, Thangjam R (2023) A perspective review on understanding drought stress tolerance in wild banana genetic resources of northeast India. Genes 14:370. https://doi.org/10.3390/genes14020370
Uma S, Siva SA, Saraswathi MS, Manickavasagam M, Durai P, Selvarajan R, Sathiamoorthy S (2006) Variation and intraspecific relationships in Indian wild Musa balbisiana (BB) population as evidenced by random amplified polymorphic DNA. Genet Resour Crop Evol 53:349–355. https://doi.org/10.1007/s10722-004-0576-y
Uma S, Sathiamoorthy S, Roux N (2001) Confirmation of occurrence of natural tetraploid banana in India. Indian J Plant Gene Res 14(3):350–353. http://ispgr.in/index.php/ijpgr/article/view/1449
Workneh ST, Alemu SK, Olani G, Debebe A, Berhanu B, Dagnew A, Assefa W (2022) Molecular characterization of banana genotypes by SSR markers. African J Plant Sci 16(9):258-69
Yeh FC (1999) Microsoft window-based freeware for population genetic analysis. Popgene Ver 1(31)
Zawko G, Krauss SL, Dixon KW, Sivasithamparam K (2001) Conservation genetics of the rare and endangered Leucopogon obtectus (Ericaceae). Mol Ecol 10:2389–2396. https://doi.org/10.1046/j.0962-1083.2001.01378.x
Zhao K, Tung C-W, Eizenga GC, Wright MH, Ali ML, Price AH, Norton GJ, Islam MR, Reynolds A, Mezey J et al (2011) Genome-wide association mapping reveals a rich genetic architecture of complex traits in Oryza sativa. Nat Commun 2:467
Zietkiewicz E, Rafalski A, Labuda D (1994) Genome fingerprinting by simple sequence repeat (SSR)-anchored polymerase chain reaction amplification. Genomics 20:176–183. https://doi.org/10.1006/geno.1994.1151
Acknowledgements
The authors acknowledge the Director, ICAR-NRCB, Trichy, for the infrastructure and DBT, Govt. of India, New Delhi for funding this research work.
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This work was supported by Government of India, Ministry of Science & Technology, Department of Biotechnology (File No. DBT-NER/AGRI/33/2016).
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All authors have accepted responsibility for the entire content of this manuscript and approved its submission. MS.S and S.U involved in the conceptualization of experiments. MS.S, S.U and P.D provided the samples required for the study. D.SG, R.S and AP.S carried out the PCR amplification and electrophoresis. A.C and J.M performed the statistical analysis. MS.S, P.D, D.SG and AP.S contributed in writing the manuscript. All authors read and finalized the manuscript.
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Marimuthu Somasundaram, S., Durairajan, S., Arumugam Palanivelu, S. et al. Evaluation of Genetic Diversity and Phylogenetic Relationship among the Major Banana Varieties of North-Eastern India Using ISSR, IRAP, and SCoT markers. Plant Mol Biol Rep (2023). https://doi.org/10.1007/s11105-023-01420-7
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DOI: https://doi.org/10.1007/s11105-023-01420-7