Skip to main content
Log in

Genetic variability in Tunisian populations of faba bean (Vicia faba L. var. major) assessed by morphological and SSR markers

  • Research Article
  • Published:
Physiology and Molecular Biology of Plants Aims and scope Submit manuscript

Abstract

The genetic diversity of 21 faba bean populations was examined using morphological and molecular markers. DNA was extracted from 189 individuals and 8 microsatellite markers were genotyped individually in these 21 populations. A total of 53 alleles were obtained in all populations, with an average of 6.62 alleles per locus. The expected and observed heterozygosity was 0.38 and 0.62 respectively. The average polymorphism index content of SSR markers was 0.61, ranging from 0.31 to 0.81. The unweighted pair group method with arithmetic mean dendrogram clustered all the populations into two groups, each for them subdivided into 3 sub-groups according to geographical origin. Morphological variation showed that the populations were not grouped according to their geographical origin. Therefore, patterns of differentiation of morphological traits did not coincide with molecular differentiation, indicating that morphological variation does not reflect genetic subdivision in studied faba bean populations. Analysis of molecular variance revealed high levels of genetic variation (83%) within population and provides a good base for designing genetic improvement programs. The result of Principal Component Analysis (PCA) revealed that three dimensional principal components (PC1, PC2 and PC3) contributed 40.56% of the total variability and accounted with values of 20.64, 11.22 and 8.70%, respectively. Cluster analysis based on PCA indicated three separate groups of populations. The genetic relationships found between the 21 populations samples were the same in both the PCA and STRUCTURE analysis which support the results observed. These data may serve as a foundation for the development of faba bean breeding programs.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

Explore related subjects

Discover the latest articles and news from researchers in related subjects, suggested using machine learning.

References

  • Abid G, Mingeot D, Udupa SM, Muhovski Y, Watillon B, Sassi K, M’hamdi M, Souissi F, Barhoumi F, Jebara M (2015) Genetic relationship and diversity analysis of faba bean (Vicia faba L. var. Minor) genetic resources using morphological and microsatellite molecular markers. Plant Mol Biol Rep 33:1755–1767

    Article  CAS  Google Scholar 

  • Alghamdi SS, Al-Faifi SA, Migdadi HM, Khan MA, El-Harty EH, Ammar MH (2012) Molecular Diversity Assessment Using Sequence Related Amplified Polymorphism (SRAP) Markers in Vicia faba L. Int J Mol Sci 13:16457–16471

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ali HM, Siddiqui MH, Al-Whaibi M, Basalah MO, Sakran AM, El-Zaidy M (2013) Effect of proline and abscisic acid on the growth and physiological performance of faba bean under water stress. Pak J Bot 45:933–940

    CAS  Google Scholar 

  • Amede T, Schubert S (2003) Mechanisms of drought resistance in seed legumes I. Osmotic adjustment. Ethiop J Sci 26:37–46

    Google Scholar 

  • Amos W, Harwood J (1998) Factors affecting levels of genetic diversity in natural populations. Philos T R Soc B 1366:177–186

    Google Scholar 

  • Aradhya M, Wang Y, Walker MA, Prins BH, Koehmstedt AM, Velasco D, Gerrath JM, Dangl GS, Preece JE (2013) Genetic diversity, structure, and patterns of differentiation in the genus Vitis. Plant Syst Evol 299:317–330

    Article  CAS  Google Scholar 

  • Backouchi IZ, Aouida M, Khemiri N, Jebara M (2015) Genetic diversity in Tunisian populations of faba bean (Vicia faba L.) based on morphological traits and molecular markers. Genet Mol Res 14:7587–7596

    Article  CAS  PubMed  Google Scholar 

  • Belaj A, Muñoz-Diez C, Baldoni L, Porceddu A, Barranco D, Satovic Z (2007) Genetic diversity and population structure of wild olives from the north-western Mediterranean assessed by SSR markers. Ann Bot 100:449–458

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Benbouza H, Jacquemin JM, Baudoin JP, Mergeai G (2006) Optimization of a reliable, fast, cheap and sensitive silver staining method to detect SSR markers in polyacrylamide gels. Biotechnol Agron Soc Environ 10:77–81

    CAS  Google Scholar 

  • Bond DA (1987) Recent developments in breeding field beans (Vicia faba L.). Plant Breed 99:1–26

    Article  Google Scholar 

  • Bond DD, Kirby EJ (1999) Anthophora plumipes (Hymenoptera: Anthophoridae) as a pollinator of broad bean (Vicia faba major). J Apic Res 38:199–204

    Article  Google Scholar 

  • Borges A, Rosa MS, Recchia GH, de Queiroz-Silva JR, de Andrade Bressan E, Ann Veasey E (2009) CTAB methods for DNA extraction of sweetpotato for microsatellite analysis. Sci Agric 66:529–534

    Article  CAS  Google Scholar 

  • Botstein D, White RL, Skalnick M, Davis RW (1980) Construction of a genetic linkage map in man using restriction fragment length polymorphism. Am J Hum Genet 32:314–331

    CAS  PubMed  PubMed Central  Google Scholar 

  • De Andrés M, Benito A, Pérez-Rivera G, Ocete R, Lopez M, Gaforio L, Muñoz G, Cabello F, Martínez Zapater JM, Arroyo-García R (2012) Genetic diversity of wild grapevine populations in Spain and their genetic relationships with cultivated grapevines. Mol Ecol 21:800–816

    Article  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • Falush D, Stephens M, Pritchard JK (2003) Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies. Genetics 164:1567–1587

    CAS  PubMed  PubMed Central  Google Scholar 

  • Fikreselassie M, Seboka H (2012) Genetic variability on seed yield and related traits of elite faba bean (Vicia faba L.) genotypes. Pak J Biol Sci 15:380–385

    Article  PubMed  Google Scholar 

  • Food and Agriculture Organization Corporate Statistical Database (FAOSTAT) (2011) http://faostat.fao.org/default.aspx

  • Gnanasambandam A, Paull J, Torres A, Kaur S, Leonforte T, Li H, Zong X, Yang T, Materne M (2012) Impact of molecular technologies on faba bean (Vicia faba L.) breeding strategies. Agronomy 2:132–166

    Article  Google Scholar 

  • Gong YM, Xu SC, Mao WH, Hu QZ, Zhang GW, Ding J, Li ZY (2010) Generation and characterization of 11 novel EST derived microsatellites from Vicia faba (Fabacae). Am J Bot 97:69–71

    Article  Google Scholar 

  • Gong Y, Xu S, Mao W, Li Z, Hu Q, Zhang G, Ding J (2011) Genetic diversity analysis of faba bean (Vicia faba L.) based on EST-SSR markers. Agric Sci China 10:838–844

    Article  CAS  Google Scholar 

  • Gresta F, Avola G, Albertini E, Raggi L, Abbate V (2010) A study of variability in the Silician faba bean landrace ‘Larga di Leonforte’. Genet Resour Crop Evol 57:523–531

    Article  Google Scholar 

  • Hajibarat Z, Saidi A, Hajibarat Z, Talebi R (2015) Characterization of genetic diversity in chickpea using SSR markers, Start Codon Targeted Polymorphism (SCoT) and Conserved DNA-Derived Polymorphism (CDDP). Physiol Mol Biol Plants 21:365–373

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • He Z, Jiang X, Ratnasekera D, Grassi F, Perera U, Lu BR (2014) Seed-mediated gene flow promotes genetic diversity of weedy rice within populations: implications for weed management. PLoS ONE 9:e112778

    Article  PubMed  PubMed Central  Google Scholar 

  • Hou WW, Zhang XJ, Shi JB, Liu YJ (2015) Genetic diversity analysis of faba bean (Vicia faba L.) germplasms using sodium dodecyl sulfate-polyacrylamide gel electrophoresis. Genet Mol Res 14:13945–13953

    Article  CAS  PubMed  Google Scholar 

  • Hoxha S, Shariflou MR, Sharp P (2004) Evaluation of genetic diversity in albanian maize using SSR markers. Maydica 49:97–103

    Google Scholar 

  • International Board for Plant Genetic Resources (IBPGR) (1985) Faba bean descriptors. IBPGR, Rome, p 31

    Google Scholar 

  • Kharrat M, Ouchari H (2011) Fababean status and prospects in Tunisia. Grain Legum 56:11–12

    Google Scholar 

  • Kiambi DK, Newbury HJ, Ford-Lloyd BV, Dawson I (2005) Contrasting genetic diversity among Oryza longistaminata (A Chev et Roehr) from different geographic origins using AFLP. Afr J Biotech 4:308–317

    CAS  Google Scholar 

  • Kovach WL (2007) MVSP-A MultiVariate Statistical Package for Windows, ver. 3.1. Kovach Computing Services, Pentraeth, Wales

  • Labeyrie V, Deu M, Barnaud A, Calatayud C, Buiron M, Wambugu P, Manel S, Glaszmann JC, Leclerc C (2014) Influence of ethnolinguistic diversity on the sorghum genetic patterns in subsistence farming systems in Eastern Kenya. PLoS ONE 9:e92178

    Article  PubMed  PubMed Central  Google Scholar 

  • Li Y, Wang D, Li Z, Wei J, Jin C, Liu M (2014) A molecular genetic linkage map of eucommia ulmoides and Quantitative Trait Loci (QTL) analysis for growth traits. Int J Mol Sci 15:2053–2074

    Article  PubMed  PubMed Central  Google Scholar 

  • Link W, Dixkens C, Singh M, Schwall M, Melchinger AE (1995) Genetic diversity in European and Mediterranean faba bean germ plasm revealed by RAPD markers. Theor Appl Genet 90:27–32

    Article  CAS  PubMed  Google Scholar 

  • Link W, Abdelmula AA, Von Kittlitz E, Bruns S, Riemer H, Stelling D (1999) Genotypic variation for drought tolerance in Vicia faba. Plant Breed 118:477–484

    Article  Google Scholar 

  • Liu Y, Hou W (2010) Genetic diversity of faba bean germplasms in Qinghai and core germplasm identified based on AFLP analysis. Legum Genom Genet 1:1–6

    CAS  Google Scholar 

  • Ma Y, Yang T, Guan J, Wang S, Wang H, Sun X, Zong X (2011) Developpment and characterization of 21 EST-derived microsatellite markers in Vicia faba (faba bean). Am J Bot 98:22–24

    Article  Google Scholar 

  • Matin S, Ashrafuzzaman M, Monirul Islam M, Sikdar SU, Zobayer N (2012) Molecular marker based (SSR) genetic diversity analysis in deep water rice germplasms of Bangladesh. Int J Biosci 2:64–72

    CAS  Google Scholar 

  • Ming-qian W, Shuang-lin C, Mei-xia W, Shu-zhen Y (2011) An analysis of the genetic diversity and genetic structure of Eucommia ulmoides using inter-simple sequence repeat (ISSR) markers. Afr J Biotechnol 10:19505–19513

    Google Scholar 

  • Mulualem T, Dessalegn T, Dessalegn Y (2012) Participatory varietal selection of faba bean (Vicia faba L.) for yield and yield components in Dabat district, Ethiopia. Wudpecker J Agric Res 1:270–274

    Google Scholar 

  • Nei M, Li WH (1979) Mathematical model for studying genetic variation in terms of restriction endonucleases. PNAS 76:5269–5273

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Oliveira HR, Tomás D, Silva M, Lopes S, Viegas W, Veloso MM (2016) Genetic diversity and population structure in Vicia faba L. landraces and wild related species assessed by nuclear SSRs. PLoS ONE 11(5):e0154801. doi:10.1371/journal.pone.0154801

    Article  PubMed  PubMed Central  Google Scholar 

  • Ouji A, Suso MJ, Rouaissi M, Abdellaoui R, El Gazzah M (2011) Genetic diversity of nine faba bean (Vicia faba L.) populations revealed by isozyme markers. Genes Genom 33:31–38

    Article  Google Scholar 

  • Ouji A, El Bok S, Syed NH, Abdellaoui R, Rouaissi M, Flavell AJ, El Gazzah M (2012) Genetic diversity of faba bean (Vicia faba L.) populations revealed by sequence specific amplified polymorphism (SSAP) markers. Afr J Biotechnol 11:2162–2168

    CAS  Google Scholar 

  • Peakall R, Smouse PE (2006) GENALEX 6: genetic analysis in Excel, population genetic software for teaching and research. Mol Ecol Notes 6:288–295

    Article  Google Scholar 

  • Porth I, El-Kassaby YA (2014) Assessment of the genetic diversity in forest tree populations using molecular markers. Diversity 6:283–295

    Article  Google Scholar 

  • Price AL, Patterson NJ, Plenge RM, Weinblatt ME, Shadick NA, Reich D (2006) Principal components analysis corrects for stratification in genome-wide association studies. Nat Genet 38:904–909

    Article  CAS  PubMed  Google Scholar 

  • Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945–959

    CAS  PubMed  PubMed Central  Google Scholar 

  • Rauscher G, Simko I (2013) Development of genomic SSR markers for fingerprinting lettuce (Lactuca sativa L.) cultivars and mapping genes. BMC Plant Biol 13:1–11

    Article  Google Scholar 

  • Reed DH, Frankham R (2003) Correlation between fitness and genetic diversity. Conserv Biol 17:230–237

    Article  Google Scholar 

  • Sakiyama NS, Cancela Ramos HC, Caixeta ET, Pereira MG (2014) Plant breeding with marker-assisted selection in Brazil. Crop Breed Appl Biot 14:54–60

    Article  Google Scholar 

  • Salazar-Laureles ME, Pérez-López DJ, González-Huerta A, Vázquez-García LM, Valadez-Moctezuma E (2015) Genetic variability analysis of faba bean accessions using Inter-simple sequence repeat (ISSR) markers. Chil J Agr Res 75:122–130

    Article  Google Scholar 

  • Schoen DJ, Brown AHD (1991) Intraspecific variation in population gene diversity and effective population size correlates with mating systems in plants. Proc Natl Acad Sci USA 88:4494–4497

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Stoddard FL, Bond DA (1987) The pollination requirements of the faba bean. Bee World 68:144–152

    Article  Google Scholar 

  • Suresh S, Park JH, Cho GT, Lee HS, Baek HJ, Lee SY, Chung JW (2013) Development and molecular characterization of 55 novel polymorphic cDNA-SSR markers in faba bean (Vicia faba L.) using 454 pyrosequencing. Molecules 18:1844–1856

    Article  CAS  PubMed  Google Scholar 

  • Tehrani MS, Mardi M, Sahebi J, Catalán P and Díaz-Pérez A (2009) Genetic diversity and structure among Iranian tall fescue populations based on genomic-SSR and EST-SSR marker analysis. Plant Syst Evol 282:57–70

    Article  Google Scholar 

  • Terzopoulos PJ, Bebeli PJ (2008) Genetic diversity analysis of Mediterranean faba bean (Vicia faba L.) with ISSR markers. Field Crop Res 108:39–44

    Article  Google Scholar 

  • Terzopoulos PJ, Kaltsikes PJ, Bebeli PJ (2004) Characterization of Greek populations of faba bean (Vicia faba L.) and their evaluation using a new parameter. Genet Resour Crop Evol 51:655–662

    Article  Google Scholar 

  • Torres AM, Roman B, Avila CM, Satovic Z, Rubiales D, Sillero JC, Cubero JI, Moreno MT (2006) Faba bean breeding for resistance against biotic stresses: towards application of marker technology. Euphytica 147:67–80

    Article  Google Scholar 

  • Vaiman D, Mercier D, Moazami-Goudarzi K, Eggen A, Ciampolini R, Lépingle A, Velmala R, Kaukinen J, Varvio SL, Martin P, Levéziel H, Guérin G (1994) A set of 99 cattle microsatellite, characterization, synteny mapping and polymorphism. Mamm Genome 5:288–297

    Article  CAS  PubMed  Google Scholar 

  • Wang HF, Zong XX, Guan JP, Yang T, Sun XL, Ma Y, Redden R (2012) Genetic diversity and relationship of global faba bean (Vicia faba L.) germplasm revealed by ISSR markers. Theor Appl Genet 124:789–797

    Article  PubMed  Google Scholar 

  • Wilkinson L (1998) SYSTAT 8.0 Statistics. Evanston, IL: SYSTAT Inc

  • Yahia Y, Guetat A, Elfalleh W, Ferchichi A, Yahia H, Loumerm M (2012) Analysis of agromorphological diversity of southern Tunisia faba bean (Vicia faba L.) germplasm. Afr J Biotechnol 11:11913–11924

    Google Scholar 

  • Yang T, Bao S, Ford R, Jia T, Guan J, He Y, Sun X, Jiang J, Hao J, Zhang X, Zong X (2012) High-throughput novel microsatellite marker of faba bean via next generation sequencing. BMC Genom 13:602–613

    Article  CAS  Google Scholar 

  • Yao XH, Ye QG, Kang M, Huang HW (2007) Microsatellite analysis reveals interpopulation differention and gene flow in endangered tree Changiostyrax dolichocarpa (Styracaceae) with fragmented distribution in central China. New Phytol 176:472–480

    Article  PubMed  Google Scholar 

  • Zhang Q, Li J, Zhao Y, Korban SS, Han Y (2012) Evaluation of genetic diversity in Chinese wild apple species along with apple cultivars using SSR markers. Plant Mol Biol Rep 30:539–546

    Article  CAS  Google Scholar 

  • Zied M, Schön CC, Link W (2003) Genetic diversity in recent elite faba bean lines using AFLP markers. Theor Appl Genet 107:1304–1314

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ghassen Abid.

Additional information

The authors Feten Rebaa and Ghassen Abid have contributed equal to this work.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rebaa, F., Abid, G., Aouida, M. et al. Genetic variability in Tunisian populations of faba bean (Vicia faba L. var. major) assessed by morphological and SSR markers. Physiol Mol Biol Plants 23, 397–409 (2017). https://doi.org/10.1007/s12298-017-0419-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12298-017-0419-x

Keywords

Profiles

  1. Yordan Muhovski