Skip to main content
Log in

Variability in sensory attributes in common bean (Phaseolus vulgaris L.): a first survey in the Iberian secondary diversity center

  • Research Article
  • Published:
Genetic Resources and Crop Evolution Aims and scope Submit manuscript

Abstract

Few studies have explored sensory variability in beans. We used geographic, agronomic, morphological, and genetic criteria to select numerous groups of landraces from among the many collected in Catalonia (northeast Spain). Beans cultivated in a single location to avoid environmental effects were submitted to a trained panel for sensory analysis. We used multiple linear regression to explore whether the flavor and texture of the seed (evaluable only by tasting after cooking) can be estimated from easily measurable traits like the appearance of the beans. The degree of variability found for all sensory traits (coefficients of variation: 20–70 %) was similar to that of agronomic traits; however, entries were grouped differently for sensory and agronomic traits, suggesting independent evolution. Negative genotypic correlations between some sensory traits will probably hinder attempts to achieve ideotypes combining low seed-coat perceptibility, low mealiness, and high flavor. Regressions between easily measurable traits (agronomic and culinary traits and appearance of the seeds) and flavor and texture yielded R2 values ranging from 0.47 to 0.64. We consider these values good enough for rough screening of sensory attributes in genetic resources studies or breeding.

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

Access this article

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

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Anderson JA, Churchill GA, Austrique JE, Tanksley SD, Sorrells ME (1993) Optimizing parental selection for genetic linkage maps. Genome 36:181–186

    Article  PubMed  CAS  Google Scholar 

  • Asgar MA, Fazilah A, Hunda N, Bhat R, Karim AA (2010) Nonmeat protein alternatives as meat extenders and meat analogs. Compr Rev Food Sci Food Saf 9:513–529

    Article  CAS  Google Scholar 

  • Blair MW, Pedraza F, Buendía HF, Gaitán-Solís E, Beebe SE, Gepts P, Tohme J (2003) Development of a genome-wide anchored microsatellite map for common bean (Phaseolus vulgaris L.). Theor Appl Genet 107:1362–1374

    Article  PubMed  CAS  Google Scholar 

  • Blair MW, Giraldo MC, Buendía HF, Tovar E, Duque MC, Beebe SE (2006) Microsatellite marker diversity in common bean (Phaseolus vulgaris L.). Theor Appl Genet 113:100–109

    Article  PubMed  CAS  Google Scholar 

  • Champ MMJ (2001) Benefits of pulses in human diet. In: Cracow Poland AEP (ed) Proceedings of the fourth European conference on grain legumes, Paris, pp 109–113

  • Coney DP (1980) Modification of plant architecture and crop yield by breeding. Hortic Sci 15:244–247

    Google Scholar 

  • De La Cuadra C, de Ron AM, Schachl R (2001) Handbook on evaluation of Phaseolus germplasm. In: De La Cuadra C, de Ron AM, Schachl R (eds) PHASELIEU-FAIR-PL97-3463-MBG-CSIC. Pontevedra, Spain

    Google Scholar 

  • Dobson AJ (2002) An introduction to generalized linear models. In: Chapman, Hall (eds) Normal linear models, vol 6. CRC, Boca Raton

    Google Scholar 

  • Ferreira JJ, Romero del Castillo R, Perez-Vega E, Plans M, Simó J, Casañas F (2011) Sensory changes related to breeding for plant architecture and resistance to viruses and anthracnose in bean market class Fabada (Phaseolus vulgaris L.). Euphytica 186:687–696

    Article  Google Scholar 

  • Florez A, Pujolà M, Valero J, Centelles E, Almirall A, Casañas F (2009) Genetic and environmental effects on chemical composition related to sensory traits in common beans (Phaseolus vulgaris L.). Food Chem 113:950–956

    Article  CAS  Google Scholar 

  • Gaitán-Solís E, Duque MC, Edwards JK, Tohme J (2002) Microsatellite repeats in common bean (Phaseolus vulgaris): isolation, characterization, and cross- species amplification in Phaseolus ssp. Crop Sci 42:2128–2136

    Article  Google Scholar 

  • Gepts P (1998) Origin and evolution of common bean: past events and recent trends. Hort Sci 33:1121–1130

    Google Scholar 

  • Gepts P, Debouck DG (1991) Origin, domestication and evolution of common bean, Phaseolus vulgaris L. In: Voyset O, Van Schoonhoven A (eds) Common beans: research for crop improvement. CAB International Wallingford, UK, pp 4–54

    Google Scholar 

  • Hangen LA, Bennink MR (2002) Consumption of black bean and navy beans (Phaseolus vulgaris) reduced azoxymethane-induced colon cancer in rats. Nutr Cancer 44:60–65

    Article  PubMed  CAS  Google Scholar 

  • IBPGR (1982) Descriptors for Phaseolus vulgaris. International Board for Plant Genetic Resources. Rome, Italy

  • ISO 8589 (2007) Sensory analysis—general guidance for the design of test rooms. International Organization for Standardization, Geneva, Switzerland

    Google Scholar 

  • Jaccard P (1908) Nouvelles recherches sur le distribution florale. Bull Soc Vaud Sci Nat 44:223–270

    Google Scholar 

  • Larsen RC, Miklas PN (2004) Generation and molecular mapping of a sequence characterized amplified region marker linked with the ct gene for resistance to Beet curly top virus in common bean. Phytopathology 94:320–325

    Article  PubMed  CAS  Google Scholar 

  • Lee SC, Prosky L, Devries JW (1992) Determination of total, soluble and insoluble dietary fiber in foods-enzymatic-gravimetric method. MES-TRIS buffer: collaborative study. J AOAC Int 75:395–416

    CAS  Google Scholar 

  • Mathres JC (2002) Pulses and carcinogenesis: potential for the prevention of colon, breast and another cancers. Br J Nutr 88:273–279

    Article  Google Scholar 

  • Mendiburu F (2010) Agricolae: Statistical Procedures for Agricultural Research. R package version 1.0–9. http://CRAN.R-project.org/package=agricolae. Accessed 16 Dec 2011

  • Miklas PN, Delorme R, Stone V et al (2000) Bacterial, fungal, and viral disease resistance loci mapped in a recombinant inbred common bean population (‘Dorado’/XAN 176). J Am Soc Hortic Sci 125:476–481

    CAS  Google Scholar 

  • Mkanda AV, Minnaar A, de Kock HL (2007) Relating consumer preferences to sensory and physicochemical properties of dry beans (Phaseolus vulgaris L.). J Sci Food Agric 87:2868–2879

    Article  CAS  Google Scholar 

  • Montgomery DC (2001) Design and analysis of experiments, vol 5. Wiley, New York, pp 619–624

    Google Scholar 

  • Papa R, Nanni L, Sicard D, Rau D, Attene G (2006) The evolution of genetic diversity in Phaseolus vulgaris L. In: Motley TJ, Zerega N, Cross H (eds) Darwin’s harvest: new approaches to the origins, evolution and conservation of crops. Columbia University Press, New York, pp 121–143

    Google Scholar 

  • Pérez-Vega E, Campa A, de la Rosa L, Giraldez R, Ferreira JJ (2009) Genetic diversity in a core collection established from the main Spanish bean genebank. Crop Sci 49:1372–1386

    Article  Google Scholar 

  • Pérez-Vega E, Pañeda A, Rodríguez-Suárez C, Campa A, Giraldez R, Ferreira JJ (2010) Mapping of QTLs for morpho-agronomic and seed quality traits in a RIL population of common bean (Phaseolus vulgaris L.). Theor Appl Genet 120:1367–1380

    Article  PubMed  Google Scholar 

  • Puerta-Romero J (1961) Variedades de judías cultivadas en España. Monogr. Inst. Nacional de Investigación y Tecnología Agraria y Alimentaria 11. Ministerio de Agricultura, Madrid, pp 70–71

  • R Development Core Team (2007) R: A language and environment for statistical computing. R Foundation for Statistical Computing. Available: http://www.R- project.org. Accessed 15 Dec 201

  • Rohlf FJ (2002) NTSYS-PC: numerical taxonomy and multivariate analysis system version 2.11. Exeter Software, Setauket, New York

    Google Scholar 

  • Romero del Castillo R, Almirall A, Valero J, Casanas F (2008a) Protected designation of origin in beans (Phaseolus vulgaris L.): towards an objective approach based on sensory and agromorphological properties. J Sci Food Agric 88:1954–1962

    Article  CAS  Google Scholar 

  • Romero del Castillo R, Valero J, Casañas F, Costell E (2008b) Training, validation and maintenance of a panel to evaluate the texture of dry beans (Phaseolus vulgaris L.). J Sens Stud 23:303–319

    Article  Google Scholar 

  • Romero del Castillo R, Costell E, Plans M, Simó J, Casañas F (2012) A standardized method of preparing common beans (Phaseolus vulgaris L.) for sensory analysis. J Sens Stud 27:188–195

    Article  Google Scholar 

  • Sanchez E, Sifres A, Casanas F, Nuez F (2007) Common bean (Phaseolus vulgaris L.) in Catalonia, a Mesoamerican germplasm hot spot to be preserved. J Hortic Sci Biotech 82:529–534

    CAS  Google Scholar 

  • Santalla M, de Ron AM, Voysest O (2001) European bean market classes. In: Amurrio M, Santalla M, de Ron AM (eds) Catalogue of Bean Genetic Resources Fundación Pedro Barrié de la Maza/PHASELIEUFAIR- PL97-3463-MBG- CSIC. Pontevedra, Spain, pp 79–94

    Google Scholar 

  • Santalla M, Rodiño A, de Ron AM (2002) Allozyme evidence supporting southwestern Europe as a secondary center of genetic diversity for common bean. Theor Appl Genet 104:934–994

    Article  PubMed  CAS  Google Scholar 

  • Singh SP (1982) A key for identification of different growth habits of Phaseolus vulgaris L. Annu Rep Bean Improv Coop 25:92–94

    Google Scholar 

  • Singh SP, Gutierrez JA, Molina A, Urrea C, Gepts P (1991) Genetic diversity in cultivated common bean: II marker-based analysis of morphological and agronomic traits. Crop Sci 31:23–29

    Article  CAS  Google Scholar 

  • Stacklies W, Redestig H, Scholz M, Walther D, Selbig J (2007) Pca methods a bioconductor package providing PCA methods for incomplete data. Bioinformatics 23:1164–1167

    Article  PubMed  CAS  Google Scholar 

  • Vasconcelos RA, Nascimiento P, Zaczuk P, Brondani C, Cunha L, Tadeu S, Pereira R (2012) QTL mapping for the cooking time of common beans. Euphytica 186:779–792

    Article  Google Scholar 

Download references

Acknowledgments

This project was funded through grants RF 2003-00024-C06-06, RF 2007-00014-C04-04, and AGL 2007-66563-C02-01. The authors thank the members of the Fundació Miquel Agustí’s tasting panel.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ana Rivera.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Rivera, A., Fenero, D., Almirall, A. et al. Variability in sensory attributes in common bean (Phaseolus vulgaris L.): a first survey in the Iberian secondary diversity center. Genet Resour Crop Evol 60, 1885–1898 (2013). https://doi.org/10.1007/s10722-013-9963-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10722-013-9963-6

Keywords

Navigation