Abstract
Lima bean (Phaseolus lunatus L.) have high genetic diversity, especially in Brazil, which has been maintained both on farms and in germplasm banks. Knowledge of the genetic diversity of germplasm in landraces is important for the development of breeding programs. We investigated the genetic diversity of lima bean landraces accessed in the Phaseolus Germplasm Bank of the Federal University of Piauí (PGB-UFPI, Brazil), using agro-morphological and microsatellite markers (SSRs). We analyzed 26 qualitative and 11 quantitative traits, following the Bioversity International descriptors. Furthermore, 15 SSRs were used to determine the genetic polymorphism and genetic differentiation among genotypes. The agro-morphological traits and SSR markers were reliable and effective for determining the genetic diversity of the accessions. Cluster analysis revealed a considerable phenotypic diversity among the accessions for some characters related to agronomic performance, such as the number of pods per plant, number of seeds per pod, and weight of 100 seeds. At the molecular level, ten loci showed polymorphism; the number of alleles per locus varied from two to seven, with mean polymorphism information content of 0.282 per locus. Loci GATS91 and PVat001 were highly informative and are indicated for further studies of lima bean. The accessions constitute an important gene pool for future breeding programs, especially accession UFPI-262. Accessions UFPI-262 and UFPI-252 can be used in crosses, as they are genetically distant and complementary in their characteristics.
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References
Akande SR, Balogun MO (2007) Evaluation and heritability studies of local lima bean (Phaseolus lunatus L.) cultivars from south-west Nigeria. Rev UDO Agrícola 7(1):22–28
Andueza-Noh RH, Martínez-Castillo J, Chacón-Sánchez MI (2015) Domestication of small-seeded lima bean (Phaseolus lunatus L.) landraces in Mesoamerica: evidence from microsatellite markers. Genetica 143(6):657–669. https://doi.org/10.1007/s10709-015-9863-0
Animasaun DA, Adikwu VO, Alex GA, Akinsunlola TP, Adekola OF, Krishnamurthy R (2021) Morpho-agronomic traits variability, allelic polymorphism and diversity analysis of African yam bean: towards improving utilization and germplasm conservation. Plant Genet Resour. https://doi.org/10.1017/S1479262121000253
Azevedo JN, Franco LJD, Araújo ROC (2003) Composição química de sete variedades de feijão-fava. Embrapa Meio-Norte, Teresina
Barreiro-Neto M, Fagundes RAA, Barbosa MM, Arriel NHC, Franco CFO, Santos JF (2015) Características morfológicas e produtivas em acessos de feijão-fava consorciados. Rev Tecnol Ciên Agropec 9(3):23–27
Bioversity International (2007) Guidelines for the development of crop descriptor lists. Bioversity Tech Bull Seri Rome 12:2
Botstein D, White RL, Skolniek M, Davis RV (1980) Construction of a genetic linkage map in man using restriction fragment length polymorphisms. Am J Hum Genet 32:314–331
Bria EJ, Suharyanto EP (2019) Variability and intra-specific classification of lima bean (Phaseolus lunatus L.) from timor island based on morphological characters. J Trop Biodivers Biotechnol 4(2):62–71. https://doi.org/10.22146/jtbb.42547
Brito MV, Silva VB, Matos-Filho CHA, Ferreira-Gomes RL, Lopes ACA (2020) Univariate and multivariate approaches in the characterization of lima bean genotypes. Rev Caatinga 33(2):571–578. https://doi.org/10.1590/1983-21252020v33n230rc
Brito-Silva V, Gomes RLF, Lopes ACA, Dias CTS, Oliveira-Silva RN (2015) Genetic diversity and promising crosses indication in lima bean (Phaseolus lunatus) accessions. Semina 36(2):683–692. https://doi.org/10.5433/1679-0359.2015v36n2p683
Carmo MDS, Gomes RLF, Lopes ACA, Penha JS, Gomes SO, Assunção Filho JR (2013) Genetic variability in subsamples of determinate growth Lima bean. Crop Breed Appl Biotechnol 13:158–164. https://doi.org/10.1590/S1984-70332013000300002
Castro GSA, Bogiani JC, Silva MGD, Gazola E, Rosolem CA (2008) Soybean seed treatment with insecticides and biostimulant. Pesqui Agropecu Bras 43(10):1311–1318. https://doi.org/10.1590/S0100-204X2008001000008
Chacón-Sánchez MI, Motta-Aldana JR, Serrano-Serrano ML, Debouck DG (2012) Domestication of Lima Beans: a new look at an old problem. In: Gepts P, Famula TR, Bettinger RL, Brush SB, Damania AB, McGuire PE, Qualset CO (eds) Biodiversity in agriculture: domestication, evolution and sustainability. Cambridge University Press, Cambridge, UK, pp 330–343
Chacón-Sánchez MI, Martínez-Castillo J (2017) Testing domestication scenarios of lima bean (Phaseolus lunatus L.) in Mesoamerica: Insights from genome-wide genetic markers. Front Plant Sci 8:1551. https://doi.org/10.3389/fpls.2017.01551
Cheng A, Raai MN, Zain NAM, Massawe F, Singh A, Wan WAAQI (2019) In search of alternative proteins: unlocking the potential of underutilized tropical legumes. Food Secur 11(6):1205–1215. https://doi.org/10.1007/s12571-019-00977-0
Costa NHAD, Seraphin JC, Zimmermann FJP (2002) Novo método de classificação de coeficientes de variação para a cultura do arroz de terras altas. Pesqui Agropecu Bras 37:243–249. https://doi.org/10.1590/S0100-204X2002000300003
Creste S, Neto AT, Figueira A (2001) Detection of single sequence repeat polymorphism in denaturating polyacrylamide sequencing gels by silver staining. Plant Mol Biol Rep 19:299–306. https://doi.org/10.1007/BF02772828
Cruz CD (2013) Genes: a software package for analysis in experimental statistics and quantitative genetics. Acta Sci Agron 35(3):271–276. https://doi.org/10.4025/actasciagron.v35i3.21251
Doyle JJ, Doyle JL (1990) A rapid total DNA preparation procedure for fresh plant tissue. Focus 12:13–15
Gaitán-Solís E, Duque MC, Edwards KJ, Tohme J (2002) Microsatellite repeats in common bean (Phaseolus vulgaris L.): isolation, characterization, and cross-species amplification in Phaseolus ssp. Crop Sci 42:2128–2136. https://doi.org/10.2135/cropsci2002.2128
Garcia T, Duitama J, Zullo SS, Gil J, Ariani A, Dohle S, Palkovic A, Skeen P, Bermudez-Santana CI, Debouck G, Martínez-Castillo J, Gepts P, Chacón-Sánchez MI (2021) Comprehensive genomic resources related to domestication and crop improvement traits in lima bean. Nat Commun 12(1):1–17. https://doi.org/10.1038/s41467-021-20921-1
Gepts P (2014) The contribution of genetic and genomic approaches to plant domestication studies. Curr Opin Plant Biol 18:51–59. https://doi.org/10.1016/j.pbi.2014.02.001
Gomes RLF, Costa MF, Alves-Pereira A, Bajay MM, Viana JPG, Valente SES, Lopes ACA, Zucchi MI, Pinheiro JB (2020) A lima bean core collection based on molecular markers. Sci Agric 77(2):e20180140. https://doi.org/10.1590/1678-992x-2018-0140
Gonçalves GDMC, Gonçalves MDMC, Medeiros AM, LopesGomes ACARLF (2019) Genetic dissimilarities between fava bean accessions using morphoagronomic characters. Rev Caatinga 32(4):1125–1132. https://doi.org/10.1590/1983-21252019v32n430rc
Guimarães WN, Martins LS, Silva EF, Ferraz GMG, Oliveira FJ (2007) Caracterização morfológica e molecular de acessos de lima bean (Phaseolus lunatus L.). Rev Bras Eng Agríc Ambient 11:37–45. https://doi.org/10.1590/S1415-43662007000100005
Hassanpour F, Sahhafi SR (2020) Genetic variation in some Iranian bitter vetch (Vicia ervilia L.) landraces based on agronomic-morphological traits for use in breeding program in Rafsanjan. Genet Resour Crop Evol 67:2087–2100. https://doi.org/10.1007/s10722-020-00962-z
Lopes ACA, Gomes RLF, Silva RNO, Costa EMR, Sousa IFS, Santos JO, Sousa THP, Damasceno-Silva KJ (2010) Diversidade genética. In: Araújo ASF, Lopes ACA, Gomes RLF A cultura do feijão-fava no Meio-Norte do Brasil, 1ª edn. Teresina, EDUFPI, pp 45–72
López-Alcocer JJ, Lépiz-Ildefonso R, González-Eguiarte DR, Rodríguez-Macías R, López-Alcocer E (2016) Variabilidad morfológica de Phaseolus lunatus L. silvestre de la región occidente de México. Ver Fitotec Mex 39(1):49–58
Martínez-Castillo J, Zizumbo-Villarreal D, Gepts P, Delgado-Valerio P, Colunga-GarcíaMarín P (2006) Structure and genetic diversity of wild populations of lima bean (Phaseolus lunatus L.) from the Yucatan peninsula Mexico. Crop Sci 46:1071–1080. https://doi.org/10.2135/cropsci2005.05-0081
Martínez-Castillo J, Zizumbo-Villarreal D, Gepts P, Colunga-GarcíaMarín P (2007) Gene flow and genetic structure in the wild–weedy–domesticated complex of lima bean (Phaseolus lunatus L.) in its Mesoamerican center of domestication and diversity. Crop Sci 47:58–66. https://doi.org/10.2135/cropsci2006.04.0241
Martínez-Castillo J, Colunga-García MP, Zizumbo-Villarreal D (2008) Genetic erosion and in situ conservation of Lima bean (Phaseolus lunatus L.) landraces in its Mesoamerican diversity center. Genet Resour Crop Evol 55:1065–1077. https://doi.org/10.1007/s10722-008-9314-1
Martínez-Castillo J, Zizumbo-Villarreal D, Peralesrivera H, Colunga-Garcíamarin P (2004) Intraspecific diversity and morpho-phenological variation in Phaseolus lunatus L. from the Yucatan Peninsula, Mexico. Econ Bot 58(3):354–380
Matondo NK, Yao KN, Kyalo M, Skilton R, Nkongolo KK, Mumba D, Tshilenge DK, Lubobo AK (2017) Assessment of the genetic diversity and the relationship among common bean (Phaseolus vulgaris L.) accessions from dr-congo germplasm using SSR molecular markers. Int J Curr Res 9(3):47814–47821
Maxted N, Kell S, Ford-Lloyd B, Dulloo E, Toledo A (2012) Toward the systematic conservation of global crop wild relative diversity. Crop Sci 52(2):774–785. https://doi.org/10.2135/cropsci2011.08.0415
Miller MP (1997) Tools for population genetic analyses (TFPGA) (software) version 1.3: a windows program for analyses of allozyme and molecular population genetic data. Computer software distributed by author: http://www.marksgeneticsoftware.net/tfpga.htm. Accessed from 20 Jan 2013
Mohamed A, García-Martínez S, Loumerem M, Carbonell P, Ruiz JJ, Boubaker M (2019) Assessment of genetic diversity among local pea (Pisum sativum L.) accessions cultivated in the arid regions of Southern Tunisia using agro-morphological and SSR molecular markers. Genet Resour Crop Evol 66:1189–1203. https://doi.org/10.1007/s10722-019-00784-8
Montero-Rojas M, Ortiz M, Beaver JS, Siritunga D (2013) Genetic, morphological and cyanogen content evaluation of a new collection of Caribbean Lima bean (Phaseolus lunatus L.) landraces. Genet Resour Crop Evol 60:2241–2252. https://doi.org/10.1007/s10722-013-9989-9
Nobre DAC, Brandão Junior DS, Nobre EC, Santos JMC, Miranda DGS, Alves LP (2012) Qualidade física, fisiológica e morfologia externa de sementes de dez variedades de feijão-fava (Phaseolus lunatus L.). Rev Bras Biociênc 10(4):425–429
Park SDE (2001) Trypanotolerance in West African cattle and the population genetic effects of selection. Thesis (PhD), Universityof Dublin
Penha JS, Lopes ACA, Gomes RLF, Pinheiro JB, Assunção-Filho JR, Silvestres EA, Viana JPG, Castilho-Martinez J (2017) Estimation of natural outcrossing rate and genetic diversity in Lima bean (Phaseolus lunatus L. var. lunatus) from Brazil using SSR markers: implications for conservation and breeding. Genet Resour Crop Evol 64:1355–1364. https://doi.org/10.1007/s10722-016-0441-9
Perseguini JMKC, Chiorato AF, Zucchi MI, Colombo CA, Carbonell SAM, Mondego JMC, Gazaffi R, Garcia AAF, Campos T, Souza AP, Rubiano LB (2011) Genetic diversity in cultivated carioca common bean based on molecular marker analysis. Genet Mol Biol 34:88–102. https://doi.org/10.1590/S1415-47572011000100017
Pimentel-Gomes F (2009) Curso de estatística experimental. São Paulo, Nobel
Rao CR (1952) Advanced statistical methods in biometric research. John Wiley, New York
Rogers JS (1972) Measures of genetic similarity and genetic distance. University of Texas Publication, Austin
Rohlf FJ (1989) NTSYS-Pc: numerical taxonomy and multivariate analysis system. Exeter Publisher, New York
Ron AM, Bebeli PJ, Negri V, Vaz Patto MC, Revilla P (2018) Warm season grain legume landraces from the south of Europe for germplasm conservation and genetic improvement. Front Plant Sci 9:1524. https://doi.org/10.3389/fpls.2018.01524
Ruiz-Gil PJ, Cruz C, Andueza-Noh RH, Ortiz-García MM, Martínez-Castillo J (2016) Differentiation and genetic diversity of Phaseolus lunatus wild populations from Chiapas, Mexico, and their genetic relationships with MI and MII groups. Bot Sci 94(4):701–712. https://doi.org/10.17129/botsci.699e
Santos D, Corlett FMF, Mendes JEMF, Wanderley Júnior JSA (2002) Produtividade e morfologia de vagens e sementes de variedades de fava no Estado da Paraíba. Pesqui Agropecu Bras 37:1407–1412. https://doi.org/10.1590/S0100-204X2002001000008
Seidu KT, Osundahunsi OF, Olaleye MT, Oluwalana IB (2015) Amino acid composition, mineral contents and protein solubility of some lima bean (Phaseolus lunatus L.) seeds coat. Int Food Res J 73:130–134. https://doi.org/10.1016/j.foodres.2015.03.034
Sharma H, Kumar P, Singh A, Aggarwal K, Roy J, Sharma V, Rawat S (2020) Development of polymorphic EST-SSR markers and their applicability in genetic diversity evaluation in Rhododendron arboretum. Mol Biol Rep 7(4):2447–2457. https://doi.org/10.1007/s11033-020-05300-1
Silva RNO, Burle ML, Padua JG, Lopes ACA, Gomes RLF, Martínez-Castilho J (2017) Phenotypic diversity in lima bean landraces cultivated in Brazil, using the Ward-MLM strategy. Chil J Agric Res 77(1):35–40. https://doi.org/10.4067/S0718-58392017000100004
Silva RNO, Lopes ACA, Gomes RLF, Pádua JG, Burle ML (2019) High diversity of cultivated lima beans (Phaseolus lunatus) in Brazil consisting of one Andean and two Mesoamerican groups with strong introgression between the gene pools. Genet Mol Res 18(4):18441. https://doi.org/10.4238/gmr18441
Singh SP (2001) Broadening the genetic base of common bean cultivars: a review. Crop Sci 41(6):1659–1675. https://doi.org/10.2135/cropsci2001.1659
Sneath P, Sokal R (1973) Numerical taxonomy: the principles and practice of numerical classification. S. W. Freeman, San Francisco
Sousa AMCB, Silva VBD, Lopes ACA, Gomes RLF, Carvalho LCB (2020) Prediction of grain yield, adaptability, and stability in landrace varieties of lima bean (Phaseolus lunatus L.). Crop Breed Appl Biotechnol. https://doi.org/10.1590/1984-70332020v20n1a15
Teixeira H, Rodríguez-Echeverría S, Nabais C (2014) Genetic diversity and differentiation of Juniperus thurifera in Spain and Morocco as determined by SSR. PLoS ONE. https://doi.org/10.1371/journal.pone.0088996
Tian S, Lu P, Zhang Z, Wu JQ, Zhang H, Shen H (2021) Chloroplast genome sequence of Chongming lima bean (Phaseolus lunatus L.) and comparative analyses with other legume chloroplast genomes. BMC Genom 22(1):1–14. https://doi.org/10.1186/s12864-021-07467-8
Vargas EM, Castro E, Macaya G, Rocha OJ (2003) Variación del tamaño de frutos y semillas en 38 poblaciones silvestres de Phaseolus lunatus (Fabaceae) del Valle Central de Costa Rica. Rev Biol Trop 51(3–4):707–724
Yu K, Park SJ, Poysa V, Gepts P (2000) Integration of simple sequence repeat (SSR) markers into a molecular linkage map of common bean (Phaseolus vulgaris L.). J Hered 91(6):429–443. https://doi.org/10.1093/jhered/91.6.429
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To the Coordination for the Improvement of Higher Education Personnel (CAPES) for the award of scholarships and financial support for the project Academic Cooperation to Enhance Post-graduation Formation in Genetics and Breeding (PROCAD UFPI/ESALQ), No. 23038.042963/2008-14. To the Luiz de Queiroz College of Agriculture (ESALQ), especially the Genetics Department, for making laboratory facilities available. To the National Council for Scientific and Technological Development (CNPq) for funding.
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Conceptualization: CJP, MIZ, RLFG, JBP, ACAL; formal analysis: CJP, JPGV, MMB, JRAF; investigation: CJP, JPGV, JRAF; writing, original draft: CJP, MFC; writing, revision, and editing: CJP, MFC, MMB, ACAL; supervision: MIZ, JBP, RLFG, ACAL; funding acquisition: JBP, RLFG, ACAL.
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The geographical coordinates, accessions evaluated, and the readings of the SSRs are stored in our database and can be made available as requested.
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de Jesús Pires, C., Costa, M.F., Zucchi, M.I. et al. Genetic diversity in accessions of lima bean (Phaseolus lunatus L.) determined from agro-morphological descriptors and SSR markers for use in breeding programs in Brazil. Genet Resour Crop Evol 69, 973–986 (2022). https://doi.org/10.1007/s10722-021-01272-8
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DOI: https://doi.org/10.1007/s10722-021-01272-8