Abstract
Quantitative Trait Loci (QTL) associated with physiological resistance to Fusarium Root Rot (FRR) and root architecture traits were mapped in a black bean (Phaseolus vulgaris L.) recombinant inbred line (RIL) population. The parents of this population were the landrace Puebla 152 and the cultivar Zorro that differed in root architecture traits. The population was screened against FRR strain FSP-3 in the greenhouse in Uganda and for root architecture traits measured under disease free conditions in the greenhouse in California. The population was also genotyped with 5398 SNP markers using the BARCBean_3_6K Beadchip. Four QTL associated with root architecture traits and one QTL associated with FRR resistance were detected. Total root weight and shallow root weight were associated with the same QTL on chromosome Pv09 at 0.29 Mb. A QTL associated with root length was detected on Pv01 that was independent of the fin gene which controls shoot determinacy. Deep root weight and total plant biomass were associated with the same QTL on Pv05 at 39.20 Mb and mapped 260 kb from the QTL associated with FRR resistance, suggestive of a possible association. None of the QTL accounted for more than 13 % of phenotypic variation, indicative of the fact that several genes of minor influence govern FRR resistance and root traits. Puebla 152 was the source of the beneficial alleles in each QTL detected in this study and is a useful genetic source of root architecture traits that may be valuable in breeding for root rot avoidance in common bean.
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References
Abawi GS, Pastor-Corrales MA (1990) Root rots of beans in Latin America and Africa, diagnosis, research methodologies, and management strategies. CIAT publication No. 35, ISBN: 958-9183-14-X
Afanador LK, Haley SD, Kelly JD (1993) Adoption of a “miniprep” DNA extraction method for RAPD marker analysis in common bean (Phaseolus vulgaris L.). Ann Rep Bean Improv Coop 36:10–11
Beebe S (2012) Common bean breeding in the tropics. Plant Breed Rev 36:357–426
Beebe SE, Bliss FA, Schwartz HF (1981) Root rot resistance in common bean germplasm of Latin American origin. Plant Dis 65:485–489
Berta G, Sampo S, Gamalero E, Massa N, Lemanceau P (2005) Suppression of Rhizoctonia root-rot of tomato by Glomus mossae BEG12 and Pseudomonas fluorescens A6RI is associated with their effect on the pathogen growth and on the root morphogenesis. Europ J Plant Pathol 111:279–288
Blair MW, González LF, Kimani PM, Butare L (2010) Genetic diversity, inter-gene pool introgression and nutritional quality of common beans (Phaseolus vulgaris L.) from Central Africa. Theor App Genet 121:237–248
Bravo A, Wallace DH, Wilkinson RE (1969) Inheritance of resistance to Fusarium root rot of beans. Phytopathology 59:1930–1933
Broughton WJ, Hernandez G, Blair M, Beebe S, Gepts P, Vanderleyden J (2003) Beans (Phaseolus spp.)-model food legumes. Plant Soil 252:55–128
Churchill GA, Doerge RW (1994) Empirical threshold values for quantitative trait mapping. Genetics 138:963–971
Cichy KA, Snapp SS, Kirk WW (2007) Fusarium root rot incidence and root system architecture in grafted common bean lines. Plant Soil 300:233–244
Cichy KA, Blair MW, Galeano Mendoza CH, Snapp SS, Kelly JD (2009) QTL analysis of root architecture traits and low phosphorus tolerance in an Andean bean population. Crop Sci 49:59–68
FAOSTAT (2015) Statistical Databases. Food and Agriculture Organization of the United Nations, Rome
Flint J, Mott R (2001) Finding the molecular basis of quantitative traits, successes and pitfalls. Nat Rev Genet 2(6):437–445
Goodstein DM, Shu S, Howson R, Neupane RD, Hayes RD, Fazo J, Mitros T, William D, Hellsten U, Putnam N, Rokhsar DS (2012) Phytozome, a comparative platform for green plant genomics. Nucleic Acids Res 40:D1178–D1186
Hagerty CH, Cuesta-Marcos A, Cregan PB, Song Q, McClean P, Noffsinger SJ, Myers R (2015) Mapping Fusarium solani and Aphanomyces euteiches root rot resistance and root architecture quantitative trait loci in common bean. Crop Sci 55:1969–1977
Heilig JA (2015) QTL mapping of symbiotic nitrogen fixation in dry bean; Evaluation of dry bean genotypes under organic production systems. Doctoral Dissertation, Michigan State University, East Lansing MI. 150 pp
Ibarra-Perez FJ, Waines JG, Ehdaie B, Heilig JA, Kelly JD (2014) Phenotyping root and shoot traits of Zorro and Puebla 152 common bean (Phaseolus vulgaris L.) cultivars. Ann Rep Bean Improv Coop 57:107–108
Institute SAS (2012) SAS version 9.4. SAS Institute Inc, Cary
Kamfwa K, Mwala M, Okori P, Gibson P, Mukankusi C (2013) Identification of QTL for Fusarium root rot resistance in common bean. J Crop Improv 27:406–418
Kelly JD, Varner GV, O’Boyle P, Long B (2009) Registration of ‘Zorro’ black bean. J Plant Regist 3:226–230
Koinange EMK, Singh SP, Gepts P (1996) Genetic control to the domestication syndrome in common bean. Crop Sci 36:1037–1045
Liao H, Yan X, Rubio G, Beebe SE, Blair MWJ, Lynch JP (2004) Genetic mapping of basal root gravitropism and phosphorus acquisition efficiency in common bean. Funct Plant Biol 31:959–970
Lynch J, Van Beem JJ (1993) Growth and architecture of seedling roots of common bean genotypes. Crop Sci 33:1253–1257
Mukankusi CM (2008) Improving resistance to Fusarium root rot [Fusarium solani (Mart.) Sacc. f. sp. phaseoli (Burkholder) W.C. Snyder & H.N. Hans.] in common bean (Phaseolus vulgaris L.). PhD Thesis, University of KwaZulu-Natal
Mukankusi C, Derera J, Melis R, Gibson PT, Buruchara R (2011) Genetic analysis of resistance to Fusarium root rot in common bean. Euphytica 182:11–23
Navarro FM, Sass ME, Nienhuis J (2008) Identification and confirmation of quantitative trait loci for root rot resistance in snap bean. Crop Sci 48:962–972
Navarro FM, Sass ME, Nienhuis J (2009) Marker-facilitated selection for a major QTL associated with root rot resistance in snap bean (Phaseolus vulgaris L.). Crop Sci 49:850–856
Nzungize J, Gepts P, Buruchara R, Buah S, Ragama P, Busogoro JP, Baudoin JP (2011) Pathogenic and molecular characterization of Pythium species inducing root rot symptoms of common bean in Rwanda. African J Microbiol Res 5:1169–1181
O’Brien RG, O’Hare PJ, Glass RJ (1991) Cultural practices in the control of bean root rot. Austral J Exp Agric 31:551–555
Obala J, Mukankusi C, Rubaihayo PR, Gibson P, Edema R (2012) Improvement of resistance to Fusarium root rot through gene pyramiding in common bean. African Crop Sci J 20:1–13
Otsyula R, Rubaihayo PR, Buruchara R (2003) Inheritance of resistance to Pythium root rots in beans (Phaseolus vulgaris) genotypes. African Crop Sci Conf Proc 6:295–298
Overbeek R, Fonstein M, D’souza M, Pusch GD, Maltsev N (1999) The use of gene clusters to infer functional coupling. Proc Natl Acad Sci USA 96:2896–2901
Park SJ, Tu JC (1994) Genetic segregation of root rot resistance in dry bean crosses. Ann Rep Bean Improv Coop 37:229–230
Repinski SL, Kwak M, Gepts P (2012) The common bean growth habit gene PvTFL1y is a functional homolog of Arabidopsis TFL1. Theor Appl Genet 124:1539–1547
Román-Avilés B, Kelly JD (2005) Identification of quantitative trait loci conditioning resistance to Fusarium root rot in common bean. Crop Sci 45:1881–1890
Roman-Avilés B, Lewis JM, Kelly JD (2011) Fusarium genetic control: A long term strategy. In: Alves-Santos FM, Diez J (eds) Control of Fusarium Diseases. Research Signpost, Kerala, pp 65–108
Román-Avilés B, Snapp SS, Kelly JD (2004) Assessing root traits associated with root rot resistance in common bean. Field Crops Res 86:147–156
Rusuku G, Buruchara RA, Gatabazi M, Pastor-Corrales MA (1997) Occurrence and distribution of soil-borne fungi pathogenic to common bean in Rwanda. Plant Dis 81:445–449
Schneider KA, Grafton KF, Kelly JD (2001) QTL analysis of resistance to Fusarium root rot in bean. Crop Sci 41:535–542
Sherry ST, Ward MH, Kholodov M, Baker J, Phan L, Smigielski EM, Sirotkin K (2001) dbSNP, the NCBI database of genetic variation. Nucleic Acids Res 29:308–311
Singh SP, Gepts P, Debouck DG (1991) Races of common bean (Phaseolus vulgaris, Fabaceae). Econ Botany 45:379–396
Snapp SS, Kirk W, Román-Avilés B, Kelly JD (2003) Root traits play a role in integrated management of Fusarium root rot in snap beans. HortScience 38:187–191
Song Q, Jia G, Hyten DL, Jenkins J, Hwang E-Y, Schroeder S, Schmutz J, Jackson SA, McClean P, Cregan PB (2015) SNP assay development for linkage map construction, anchoring whole genome sequence and other genetic and genomic applications in common bean. G3: genes| Genomes|. Genetics 5:2285–2290
Tusiime G (2003) Variation and detection of Fusarium solani f. sp. phaseoli and quantification of soil inoculum in common bean fields. Dissertation, Makerere University, Kampala, Uganda
Van Ooijen JW (2006) JoinMap®4.0 Software for calculation of genetic linkage maps in experimental populations. Kyazma B.V., Wageningen
Voorrips RE (2002) MapChart, Software for the graphical presentation of linkage maps and QTL. J Hered 93:77–78
Wang S, Basten CJ, Zeng ZB (2012) Windows QTL cartographer 2.5. Dep. of Statistics, North Carolina State Univ, Raleigh NC
Wang Y, Liu H, Xin Q (2014) Genome-wide analysis and identification of cytokinin oxidase/dehydrogenase (CKX) gene family in foxtail millet (Setaria italica). Crop J 2:244–254
Wortmann CS, Kirkby RA, Eledu CA, Allen DJ (1998) Atlas of common bean (Phaseolus vulgaris) CIAT Publication No. 297
Acknowledgments
The authors would like to acknowledge The National Institute of Food and Agriculture (NIFA) Proposal No. 2012-03600, and the MasterCard Foundation for funding this research; Multistate Research Project W-2150; The California Agricultural Experiment Station, and INIFAP, Mexico. The authors are also grateful to Steven Musoke for technical assistance with disease screening in Uganda; and Dr. Martin Chilvers and Janette Jacobs, Michigan State University, USA for the hands-on pathology training provided at MSU.
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Nakedde, T., Ibarra-Perez, F.J., Mukankusi, C. et al. Mapping of QTL associated with Fusarium root rot resistance and root architecture traits in black beans. Euphytica 212, 51–63 (2016). https://doi.org/10.1007/s10681-016-1755-6
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DOI: https://doi.org/10.1007/s10681-016-1755-6