Mapping of Quantitative Trait Loci (QTL) Related to Drought Tolerance in Common Bean (Phaseolus vulgaris L.) Using F2 Population from (KATB1 ΧGLP2)
DOI:
https://doi.org/10.21467/ias.8.1.75-86Abstract
Many of the common bean growing regions around the world are prone to drought stress, making drought the major challenge to production and yield stability in rainfed environments. Mapping of yield-associated loci under drought stress will offer a better understanding of the genetics of drought tolerance to the plant breeders and therefore, will accelerate the selection of drought tolerant crop varieties through marker assisted selection (MAS).The current study reports identification of quantitative trait loci (QTL) linked to physiological, phenological, yield and yield related traits using 120 F2 population derived from a cross between two common bean genotypes, KAT B1 (drought tolerant) and GLP2 (drought susceptible) evaluated under drought stress and well-watered conditions. The research was conducted at the Agricultural and Mechanization Institute, Machakos, Kenya. The F2 population showed significant variation in traits under drought stress. From the 374 polymorphic SNP markers surveyed, 20 genomic regions were identified for various traits under drought stress, individually explaining 2.6 to 21.3% of phenotypic variation. The number of QTLs identified per trait were: 2-grain/seed yield (GY); 1-number of branches (NBP); 2-stem biomass (SB); 1-leaf biomass (LB); 1-pod biomass (PB); 3-days to flowering; 2-days to maturity (DM); 4- number of pods per plant (NPP); 1-seed weight (SW); 2-stomatal conductance (SMTL) and 1-leaf water potential (LWP). QTLs for number of pods per plant, number of grains/seeds per pod, days to flowering, leaf biomass and stem biomass were found co-locating with QTLs for grain yield on chromosome Pv02 under drought stress treatment. The cumulative effects of these QTLs on chromosomes 2 resulted in higher grain/seed yield. This study has provided information on QTLs in common bean that could be used in selection purpose for grain yield under drought conditions.
Keywords:
common bean, drought, genotypes, markers, QTLs, tolerance, traitsDownloads
References
Rao, I. M. (2014). Advances in improving adaptation of common bean and Brachiaria forage grasses to abiotic stresses in the tropics, in Handbook of Plant and Crop Physiology, ed. M. Pessarakli (Boca Raton, FL: CRC Press; Taylor and Francis Group), 847–889.
Rippke, U., Ramirez-Villegas, J., Jarvis, A., Vermeulen, S. J., Parker, L., and Mer, F., (2016). Timescales of transformational climate change adaptation in sub-Saharan African agriculture. Nature Climate Change, 6: 605–609.
Beebe, S. E., Rao, I. M., Blair, M. W., and Acosta-Gallegos, J. A. (2013). Phenotyping common beans for adaptation to drought. Frontiers in Physiology, 4: 35.
Ambachew, D., Mekbib, F., Asfaw, A., Beebe, S.E., and Blair, M.W. (2015). Trait relations in common bean genotypes grown under managed-stress for drought and field infestation of bean fly. The Crop Journal, 3: 305–316.
Dai, A. (2013). Increasing drought under global warming in observations and models. Nature Climate Change, 3: 52.
FAOSTAT (2015). Agricultural production, crop primary database. Available: http:// faostat3.fao.org/browse/Q/QC/E [2016, September 23].
Rao, I. M., (2001). Role of physiology in improving crop adaptation to abiotic stresses in the tropics: The case of common bean and tropical forages, pp. 583–613 in Handbook of Plant and Crop Physiology, edited by M. Pessarakli. Marcel Dekker, Inc., New York.
Polania, J., Rao, I. M., Cajiao, C., Rivera, M., Raatz, B., and Beebe, S. (2016). Physiological traits associated with drought resistance in Andean and Mesoamerican genotypes of common bean (Phaseolus vulgaris L.). Euphytica, 210: 17–29.
Singh, S.P. (1992). Common bean improvement in the tropics. Plant Breeding Reviews, 10: 199–269.
Assefa, T., Rao, I.M., Cannon, S.B., Wu, J., Gutema, Z., Blair, M.W., Paul, O., Alemayehu, A., and Dagne, B. (2017). Improving adaptation to drought stress in white pea bean (Phaseolus vulgaris L.) genotypic effects on grain yield, yield components and pod harvest index. Plant Breeding, 136: 548–561.
Acosta-Gallegos, J., and White, J. W. (1995). Phenological plasticity as an adaptation by common bean to rain-fed environments; Crop Science, 35(1): 199–204.
Asfaw, A.A., Almekinders, C.J.M., Struick, P.C., and Blair, M.W. (2013). Farmers’ common bean variety and seed management in the face of drought and climate instability in southern Ethiopia. Science Research Essays, 8: 1022–1037.
Miklas, P.N., Delorme, R., and Riley, R. (2003). Identification of QTL conditioning resistance to white mold in snap bean. Journal of the American Society for Horticultural Science, 128: 564–570.
Araújo, S. S., Beebe, S., Crespi, M., Delbreil, B., Gonzalez, E. M., and Gruber, V. (2015). Abiotic stress responses in legumes: strategies used to cope with environmental challenges. CRC. Critical Reviews in Plant Science, 34: 237–280.
Porch, T.G., Ramirez, V.H., Santana, D., and Harmsen, E.W. (2009). Evaluation of common bean for drought tolerance in Juana Diaz, Puerto Rico. Journal of Agronomy and Crop Science, 195: 328–334.
Assefa, T., Wu, J., Beebe, S., Rao, I. M., Marcomin, D., and Claude, R. J. (2015). Improving adaptation to drought stress in small red common bean: phenotypic differences and predicted genotypic effects on grain yield, yield components and harvest index. Euphytica, 303: 477–489.
Schneider, K.A., Brothers, M.E., and Kelly, J.F. (1997). Marker-assisted selection to improve drought resistance in common bean. Crop Science, 37: 51–60.
Collins, N. C., Tardieu, F., and Tuberosa, R. (2008). Quantitative trait loci and crop performance under abiotic stress: where do we stand; Plant physiology, 147(2): 469–486.
Blair, M. W., Galeano, C. H., Tovar, E., Torres, M. C. M., Castrillón, A. V., Beebe, S. E., and Rao, I. M. (2012). Development of a Mesoamerican intra-genepool genetic map for quantitative trait loci detection in a drought tolerant× susceptible common bean (Phaseolus vulgaris L.) cross; Molecular Breeding, 29(1): 71–88.
Asfaw, A., and Blair, M. W. (2012). Quantitative trait loci for rooting pattern traits of common beans grown under drought stress versus non-stress conditions. Molecular Breeding, 30: 681–695.
Katungi, E., Farrow, A., Mutuoki, T., Gebeyehu, S., Karanja, D., Alamayehu, F., Sperling, L., Beebe, S., Rubyogo, J.C., and Buruchara, R. (2010). Improving common bean productivity: An analysis of socio-economic factors in Ethiopia and Eastern Kenya. Baseline Report Tropical Legumes II, CIAT. Cali, Colombia.
Mahuku, G. S. (2004). A simple extraction method suitable for PCR based analysis of plant, fungal, and bacterial DNA. Plant Molecular Biology Reporter, 22: 71–81.
Van Ooijen, J.W. (2006). JoinMap4. Software for the calculation of genetic linkage maps in experimental populations. Kyazma, B.V., Wageningen, the Netherlands.
Kosambi, D. D. (1994). The estimation of map distance from recombination values. Annals of Eugenics, 12: 12172–12175.
Goodstein, D.M., Shu, S., Howson, R., Neupane, R., Hayes, R.D., Fazo, J., Mitros, T., Dirks, W., Hellsten, U., Putnan, N., and Rokhsar, D.S. (2012). Phytozome: a comparative platform for green plant genomics. Nucleic Acid Research, 40: 1178-1186.
Schmutz, J., McClean, P. E., Mamidi, S., Albert Wu, G., Cannon, S. B., Grimwood, J., and Jenkins, J. (2014). A reference genome for common bean and genome-wide analysis of dual domestications. Nature Genetics, 46: 707–713.
Wang, J., Li, H., Zhang, L., and Meng L. (2014). Users' manual of QTL IciMapping. The quantitative genetics group, institute of crop science, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100081, China, and Genetic Resources Program, International Maize and Wheat Improvement Center (CIMMYT), Apdo. Postal 6±641, 06600 Mexico.
Mukeshimana, G., Butare, L., Cregan, P.B., Blair, M.W., and Kelly, J.D. (2014). Quantitative trait loci associated with drought tolerance in common bean. Crop Science, 54: 923–938.
Churchill, G.A., and Doerge, R.W. (1994). Empirical threshold values for quantitative trait mapping. Genetics, 138: 963–971.
Miklas, P.N., Kelly, J.D., Beebe, S.E., and Blair, W.M. (2006). Common bean breeding for resistance against biotic and abiotic stresses: from classical to MAS breeding. Euphytica, 147: 106–131.
Ender, M., Terpstra, K., and Kelly, J.D. (2008). Marker-assisted selection for white mold resistance in common bean. Molecular Breeding, 21: 149–157.
SAS Institute. (2011). SAS version 9.3. SAS Institute Inc., Cary, NC.
Beebe, S., Rao, I. M., Devi, M., and Polania, J. (2014). Common beans, biodiversity, and multiple stress: challenges of drought resistance in tropical soils. Crop Pasture Science, 65: 667–675.
Trapp, J.J., Urrea, C., Cregan, P.B., and Miklas, P.N. (2015). Quantitative Trait Loci for Yield under Multiple Stress and Drought Conditions in a Dry Bean Population. Crop Science, 55: 1596.
Blair, M.W., Iriarte, G., and Beebe, S.E. (2006). QTL analysis of yield traits in an advanced backcross population derived from a cultivated Andean x wild common bean (Phaseolus vulgaris L.) cross. Theoretical and Applied Genetics, 112: 1149–1163.
Asfaw, A., Ambachew, D., Shah, T., and Blair, M.W. (2017). Trait Associations in Diversity Panels of the Two Common Bean (Phaseolus vulgaris L.) Gene Pools Grown under Well-watered and Water-Stress Conditions. Frontiers in Plant Science, 8: 733.
Tuberosa, R., Salvi, S., Sanguineti, M.C., Landi, P., Maccaferri, M., and Conti, S. (2002). Mapping QTLs regulating morpho-physiological traits and yield: case studies, shortcomings and perspectives in drought-stressed maize. Annals of Botany, 89: 941–963.
Terán, H., and Singh, S. P. (2002). Selection for drought resistance in early generations of common bean populations; Canadian journal of plant science, 82(3): 491–497.
Tar'an, B., Michaels, T. E., and Pauls, K. P. (2002). Genetic mapping of agronomic traits in common bean; Crop Science, 42(2): 544–556.
Rosales-Serna, R., Kohashi-Shibata, J., Acosta-Gallegos, J. A., Trejo-López, C., Ortiz-Cereceres, J., and Kelly, J. D. (2004). Biomass distribution, maturity acceleration and yield in drought-stressed common bean cultivars. Field Crop Research. 85: 203–211.
Urrea, C.A., Yonts, C.D., Lyon, D.J., and Koehler, A.E. (2009). Selection for drought tolerance in dry bean derived from the Mesoamerican gene pool in Western Nebraska. Crop Science, pp. 49.
Chloupek, O., Dostál, V., Středa, T., Psota, V., and Dvořáčková, O. (2010). Drought tolerance of barley varieties in relation to their root system size. Plant Breeding, 129: 630–636.
González, A., and Ayerbe, L. (2010). Effect of terminal water stress on leaf epicuticular wax load, residual transpiration and grain yield in barley. Euphytica, 172: 341–349.
Fischer, R., Rees, D., Sayre, K. D., Lu, Z.M., Condon, A.G., and Saavedra, A.L. (1998). Wheat yield progress associated with higher stomatal conductance and photosynthetic rate, and cooler canopies. Crop Science, 38: 1467–1475.
Blum, A. (2009). Effective use of water (EUW) and not water-use efficiency (WUE) is the target of crop yield improvement under drought stress. Field Crops Research, 112: 119–123.
Bennett, D., Reynolds, M., Mullan, D., Izanloo, A., Kuchel, H., Langridge, P., and Schnurbusch T. (2012). Detection of two major grain yield QTLs in bread wheat (Triticum aestivum L.) under heat, drought and high yield potential environments. Theoretical and Applied Genetics, 125: 1473–1485.
Roche, D. (2015). Stomatal conductance is essential for higher yield potential of C3 crops. Critical Reviews in Plant Sciences, 34: 429–453.
Ouyang, W., Struik, P. C., Yin, X., and Yang, J. (2017). Stomatal conductance, mesophyll conductance, and transpiration efficiency in relation to leaf anatomy in rice and wheat genotypes under drought. Journal of Experimental Botany, 68: 5191–5205.
Downloads
Published
Issue
Section
How to Cite
License
Copyright (c) 2019 Charles Kipkoech Langat, Omwoyo Ombori, Richard Cheruiyot, Moses Gathaara, David Karanja, Philip Leley
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Author(s) retains full copyright of their article and grants non-exclusive publishing right to International Annals of Science and its publisher "AIJR (India)". Author(s) can archive pre-print, post-print, and published version/PDF to any open access, institutional repository, social media, or personal website provided that Published source must be acknowledged with citation and link to publisher version.
Click here for more information on Copyright policy
Click here for more information on Licensing policy