Genetic divergence and population structure analysis of common bean accessions from Garhwal Himalayas
Abstract
Aim of study: Collection of common bean accessions from different villages of Garhwal Himalayan region and assessment of their genetic diversity.
Area of study: Field trials were conducted at New Tehri, Tehri Garhwal, Uttarakhand. The lab work was performed at Seed Science & Technology departmental laboratory, HNB Garhwal University, Srinagar Garhwal, Uttarakhand, India.
Material and Methods: 176 common bean accessions were collected from different villages of Garhwal Himalayas. Fourteen quantitative and ten qualitative traits were used to assess morphological diversity and for molecular diversity, twenty SSR primers were used.
Main results: Less variation was observed in genotypic and phenotypic variance in the different parameters studied, which indicates that the observed trait variation and expression are primarily due to genetic factors. The principal component analysis revealed that all the 15 quantitatively measured traits have been loaded on five components, however, major portion of variance (45.38 %) in common bean germplasm was explained by first two components. 293 alleles were scored by SSR markers for the accessions studied. The Bayesian clustering model implemented in STRUCTURE software, on the primary level (K = 2) clearly indicate the presence of both Mesoamerican and Andean gene pool. However, the Mesoamerican gene pool was predominant. The average allele/loci were 4.25 and 32.38 for Andean and Mesoamerican genepool respectively.
Research highlights: All the accessions were divided in Mesoamerican and Andean gene pool. Mesoamerican gene pool accounts for the vast majority. The Andean gene pool was only detected at higher altitude while Mesoamerican gene pool was found at both higher and lower altitude. Approximately 21 accessions showed agronomic superiority.
Downloads
References
Adesoye AI, Ojobo OA, 2012. Genetic diversity assessment of Phaseolus vulgaris L. landraces in Nigeria’s mid-altitude agroecological zone. Int J of Biodivers Conserv. 4(13), 453–460. http://doi.org/10.5897/IJBC11.216
Arunga EE, Odikara OS, 2020. Characterization of Kenyan common bean genotypes into gene pool affiliations using allele specific markers. Afr J Biotechnol. 19(9), 653-660. http://doi.org/10.5897/AJB2020.17149
Beebe S, Rengifo J, Gaitan E, Duque MC, Tohme J, 2001. Diversity and origin of Andean landraces of common bean. Crop Sci. 41, 854–862. https://doi.org/10.2135/cropsci2001.413854x
Blair MW, Chaves A, Tofino A, Calderon JF, Palacio JD, 2010. Extensive diversity and inter-genepool introgression in a worldwide collection of indeterminate snap bean accessions. Theor Appl Genet. 120(7), 1381-1391. https://doi.org/10.1007/s00122-010-1262-4
Blair MW, Lucy MD, Hector FB, Myriam CD, 2009. Genetic diversity, seed size associations and population structure of a core collection of common beans (Phaseolus vulgaris L.). Theor Appl Genet. 119(6), 955-972. https://doi.org/10.1007/s00122-009-1064-8
Cabral PDS, Tais CBS, Leandro SAG, Antonio TAJ, Andreia BPL, Rosana R, de Frederico PM, 2010. Quantification of the diversity among common bean accessions using Ward-MLM strategy. Pesqui Agropecu Bras. 45(10), 1124-1132. https://doi.org/10.1590/S0100-204X2010001000011
Caproni L, Raggi L, Ceccarelli S, Negri V, Carboni A, 2019. In-depth characterisation of common bean diversity discloses its breeding potential for sustainable agriculture. Sustainability. 11, 5443. https://doi.org/10.3390/su11195443
Cavalli-Saforza LL, Edwards AWF, 1967. Phylogenetic analysis: Models and estimation procedure. Am J Hum Genet. 19, 233-257.
Chamoli N, Prabha D, Chauhan JS, 2021. Correlation in seed coat colour and pod colour of common bean collected from Garhwal Himalayas. J of Mountain Res. 16(3). https://doi.org/10.51220/jmr.v16i3.35
Coelho RC, Miguel AF, Joana R, Reis A, Maria BPP, Oliveira Eugenia N, 2009. Assessing genetic variability in germplasm of Phaseolus vulgaris L. collected in Northern Portugal. Sci Hortic. 122, 333–338. http://doi.org/10.1016/j.scienta.2009.05.035
Dewey DR, Lu KH, 1959. A correlation and path coefficient analysis of components of crested wheat grass seed production. Agron J. 51, 515–518. http://doi.org/10.2134/agronj1959.00021962005100090002x
Doyle JJ, Doyle JL, 1990. DNA Protocols for Plants. In: Hewitt GM, Johnston AWB and Young JPW Molecular Techniques in Taxonomy, Springer, Berlin. 283-293. https://doi.org/10.1007/978-3-642-83962-7_18
Earl DA, Vonholdt BM, 2012. STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the Evanno method. Conserv Genet Resour. 4, 359–361. https://doi.org/10.1007/s12686-011-9548-7
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
FAO – Food and Agriculture Organization of the United Nations, 2021. Food and agricultural commodities production.
Fonseca JR, Marques EMG, Vieira EHN, Silva HT, 2007. Algumas características do germoplasma de feijão (Phaseolus vulgaris L.) coletado no Espírito Santo. Rev Ceres. 54, 358-362.
Garcia EH, Pena-Valdivia CB, Aguirre JRR, 1997. Morphological and agronomic traits of a wild population and an improved cultivar of common bean (Phaseolus vulgaris L.). Ann Mo Bot Gard. 79(2), 207-213. http://doi.org/10.1006/anbo.1996.0329
Gepts P, Kmieciz K, Pereira P, Bliss FA, 1988. Dissemination pathways of common bean (Phaseolus vulgaris, Fabaceae) deduced from phaseolin electrophoretic variability. Econ Bot. 42, 86-104.
Gomez OJ, Blair MW, Frankow-Lindberg BE, Gullberg U, 2004. Molecular and phenotypic diversity of common bean landraces from Nicaragua. Crop Sci. 44, 1412-1418. http://doi.org/10.2135/cropsci2004.1412
Ibarra-Perez FJ, Ehdaie B, Waines JG, 1997. Estimation of outcrossing rate in common bean. Crop Sci. 37, 60-65. http://doi.org/10.2135/cropsci1997.0011183X003700010009x
Kimaro D, Melis R, Sibiya J, Shimelis H, Shayanowako A, 2020. Analysis of genetic diversity and population structure of pigeonpea (Cajanus cajan L.) accessions using SSR markers. Plants. 9, 1643. https://doi.org/10.3390/plants9121643
Leitão ST, Rubiales D, Vaz Patto MC, 2023. Identification of novel sources of partial and incomplete hypersensitive resistance to rust and associated genomic regions in common bean. BMC Plant Biol. 23, 610. https://doi.org/10.1186/s12870-023-04619-8
Lioi L, Alberto N, Bruno C, Angela RP, 2012. Assessment of genetic variation in common bean (Phaseolus vulgaris L.) from Nebrodi mountains (Sicily, Italy). Genet Resour Crop Evol. 59, 455-464. http://dx.doi.org/10.1007/s10722-011-9696-3
Mavromatis AG, Arvanitoyannis IS, Korkovelos AE, Giakountis A, Chatzitheodorou VA, Goulas CK, 2010. Genetic diversity among common bean (Phaseolus vulgaris L.) Greek landraces and commercial cultivars: nutritional components, RAPD and morphological markers. Span J Agric Res. 8(4), 986-994. https://doi.org/10.5424/sjar/2010084-1245
Meza N, Rosas JC, Martin JP, Ortiz MJ, 2013. Biodiversity of common bean (Phaseolus vulgaris L.) in Honduras, evidenced by morphological characterization. Genet Resour Crop Evol. 60, 1329–1336. http://doi.org/10.1007/s10722-012-9922-7
Nei M, 1973. Analysis of gene diversity in subdivided populations. Proc Natl Acad Sci U.S.A. 70, 3321-3323. https://doi.org/10.1073/pnas.70.12.3321
Nkhata W, Shimelis H, Melis R, Chirwa R, Mzengeza T, Mathew I, 2020. Population structure and genetic diversity analyses of common bean germplasm collections of East and Southern Africa using morphological traits and high-density SNP markers. PLoS ONE 15(12): e0243238. https://doi.org/10.1371/journal.pone.0243238
Piergiovanni AR, Lioi L, 2010. Italian common bean landraces: History, genetic diversity and seed quality. Diversity. 2, 837-862. https://doi.org/10.3390/d2060837
Powell W, Morgante M, Andre C, Hanafey M, Vogel J, Tingey S, 1996. The comparison of RFLP, RAPD, AFLP and SSR (microsatellite) markers for germplasm analysis. Mol Breed. 2, 225–238. https://doi.org/10.1007/BF00564200
Pritchard J, Stephens M, Donnelly P, 2000. Inference of population structure using multilocus genotype data. Genetics. 155, 945–959. http://doi.org/10.1093/genetics/155.2.945
Rai N, Singh PK, Verma A, Yadav PK, Choubey T, 2010. Hierarchical analysis for genetic variability in pole type common bean. Indian J Hortic. 67, 150-153.
Rana JC, Sharm SK, 2009. Plant genetic resources management under emerging climate change. Ind J Genet. 69(4), 267-283.
Rana JC, Sharma BD, Gautam PL, 2000. Agri-diversity erosion in the north-west Indian Himalayas—some case studies. Indian J Plant Genet Resour. 13(3), 252–258.
Rana JC, Sharma TR, Tyagi RK, Chahota RK, Gautam NK, Singh M, Sharma PN, Ojha SN, 2015. Characterisation of 4274 accessions of common bean (Phaseolus vulgaris L.) germplasm conserved in the Indian gene bank for phenological, morphological and agricultural traits. Euphytica. 205, 441-457. https://doi.org/10.1007/s10681-015-1406-3
Rana JC, Singh A, Sharma Y, Pradheep K, Mendiratta N, 2010. Dynamics of plant bio-resources in western Himalayan region of India–watershed-based case study. Curr Sci. 98(2), 192-203.
Rana PK, Kumar P, Singhal VK, Rana JC, 2014. Uses of local plant biodiversity among the tribal communities of Pangi Valley of district Chamba in cold desert Himalaya, India. Sci World J. https://doi.org/10.1155/2014/753289
Rodino AP, Santalla M, de Ron AM, Singh SP, 2003. A core collection of common bean from the Iberian Peninsula. Euphytica. 131, 165-175. http://doi.org/10.1023/A:1023973309788
RStudio Team, 2020. RStudio: Integrated Development for R. RStudio, PBC, Boston, MA. URL http://www.rstudio.com/
Shama R, Jabeen N, Fatima S, Rani S, Shafi I, Sofi P, 2022. Characterization and diversity analysis in common bean (Phaseolus vulgaris L.) germplasm. Agric Res J. 59(1), 13-20. http://doi.org/10.5958/2395-146X.2022.00004.7
Sharma PN, Banyal K, Rana JC, Nag R, Sharma SK, Pathania A, 2012. Screening of common bean germplasm against Colletotrichum lindemuthianum causing bean anthracnose. Indian Phytopathol. 65(1), 99-102.
Sicard D, Nanni L, Porfiri O, Bulfon D, Papa R, 2005. Genetic diversity of Phaseolus vulgaris L. and P. coccineus L. landraces in central Italy. Plant Breed. 124, 464–472. https://doi.org/10.1111/j.1439-0523.2005.01137.x
Silva FC, Melo PGS, Pereira HS, Melo LC, 2014. Genetic control and estimation of genetic parameters for seed-coat darkening of carioca beans. Genet Mol Res. 13, 6486-6496. https://doi.org/10.4238/2014.August.25.12
Singh A, Singh S, Babu JDB, 2011. Heritability, character association and path analysis in early segregating populations of field pea. Int J Plant Breed Genet. 5(1), 86–92. http://doi.org/10.3923/ijpbg.2011.86.92
Sofi PA, Rana JC, Bhat NA, 2014. Pattern of variation in common bean (Phaseolus vulgaris L.) genetic resources of Jammu and Kashmir. J Food Legumes. 27(3), 197–201.
Sofi PA, Zargar MY, Debouck D, Graner A, 2011. Evaluation of common bean (Phaseolus vulgaris L.) germplasm under temperate conditions of Kashmir Valley. J Phytol. 3(8), 47–52.
Szilagyi L, Taygar S, Ciuca M, 2011. Evaluation of genetic diversity in common bean (Phaseolus vulgaris L.) using RAPD markers and morpho-agronomic traits. Rom Biotechnol Lett. 16(1), 98-105.
Thomas G, 2019. Crop genetic diversity: why is it important for food security? Agric Food Secur. 8(1), 10.
Tigist SG, Sibiya RMJ, Amelework AB, Keneni G, Tegene A, 2019. Population structure and genome-wide association analysis of bruchid resistance in Ethiopian common bean genotypes. Crop Sci. 59, 1-12. https://doi.org/10.2135/cropsci2018.09.0559
Valdisser PAMR, Muller BSF, Filho JEA, Junior OPM, Guimaraes CM, Borba TCO, Souza P, Zucchi MI, Neves LG, Coelho ASG, Brondani C, Vianello RP, 2020. Genome-wide association studies detect multiple QTLs for productivity in Mesoamerican diversity panel of common bean under drought stress. Front Plant Sci. 11, 57467. https://doi.org/10.3389/fpls.2020.574674
Copyright (c) 2025 Consejo Superior de Investigaciones Científicas (CSIC)

This work is licensed under a Creative Commons Attribution 4.0 International License.
© CSIC. Manuscripts published in both the print and online versions of this journal are the property of the Consejo Superior de Investigaciones Científicas, and quoting this source is a requirement for any partial or full reproduction.
All contents of this electronic edition, except where otherwise noted, are distributed under a Creative Commons Attribution 4.0 International (CC BY 4.0) licence. You may read the basic information and the legal text of the licence. The indication of the CC BY 4.0 licence must be expressly stated in this way when necessary.
Self-archiving in repositories, personal webpages or similar, of any version other than the final version of the work produced by the publisher, is not allowed.









