Association mapping for five agronomic traits in the common bean (Phaseolus vulgaris L.)

被引:32
作者
Nemli, Seda [1 ]
Asciogul, Tansel Kaygisiz [2 ]
Kaya, Hilal Betul [1 ]
Kahraman, Abdullah [3 ]
Esiyok, Dursun [2 ]
Tanyolac, Bahattin [1 ]
机构
[1] Ege Univ, Dept Bioengn, TR-35100 Bornova, Turkey
[2] Ege Univ, Dept Hort, TR-35100 Izmir, Turkey
[3] Harran Univ, Dept Field Crops, TR-63300 S Urfa, Turkey
关键词
association mapping; common bean; days to flowering; growth habit; plant type; pod fibre; WHITE MOLD RESISTANCE; GENETIC DIVERSITY; LINKAGE DISEQUILIBRIUM; QUALITY TRAITS; POPULATION-STRUCTURE; QUANTITATIVE TRAITS; MARKER DIVERSITY; AFLP MARKERS; GROWTH HABIT; POLYMORPHISM;
D O I
10.1002/jsfa.6664
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
BACKGROUNDThe common bean is the most important grain legume and a major source of protein in many developing countries. We analysed the following traits: pod fibre (PF), seeds per pod (SPP), plant type (PT), growth habit (GH), and days to flowering (DF) for a set of diverse common bean accessions and determined whether such traits were associated with amplified fragment length polymorphism (AFLP), simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers. RESULTSIn this study, 66 common bean genotypes were used and genotyped with 233 AFLP, 105 SNP and 80 SSR markers. The association analysis between markers and five traits was performed using a General Linear Model (GLM) in Trait Analysis by aSSociation, Evolution and Linkage (TASSEL). The population structure was determined using the STRUCTURE software, and seven groups (K = 7) were identified among genotypes. The associations for such traits were identified and quantified; 62 markers were associated with the five traits. CONCLUSIONThis study demonstrated that association mapping using a reasonable number of markers, distributed across the genome and with the appropriate number of individuals harboured to detect DNA markers linked to the traits of PF, SPP, PT, GH and DF in common bean. (c) 2014 Society of Chemical Industry
引用
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页码:3141 / 3151
页数:11
相关论文
共 91 条
[21]  
Ersoz E.S., 2008, Molecular genetic approaches to maize improvement) Springer, P173
[22]   Genetic diversity in pod and seed quality traits of common bean populations from northwestern Spain [J].
Escribano, MR ;
Santalla, M ;
deRon, AM .
EUPHYTICA, 1997, 93 (01) :71-81
[23]   Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study [J].
Evanno, G ;
Regnaut, S ;
Goudet, J .
MOLECULAR ECOLOGY, 2005, 14 (08) :2611-2620
[24]   Maize association population: a high-resolution platform for quantitative trait locus dissection [J].
Flint-Garcia, SA ;
Thuillet, AC ;
Yu, JM ;
Pressoir, G ;
Romero, SM ;
Mitchell, SE ;
Doebley, J ;
Kresovich, S ;
Goodman, MM ;
Buckler, ES .
PLANT JOURNAL, 2005, 44 (06) :1054-1064
[25]   Structure of linkage disequilibrium in plants [J].
Flint-Garcia, SA ;
Thornsberry, JM ;
Buckler, ES .
ANNUAL REVIEW OF PLANT BIOLOGY, 2003, 54 :357-374
[26]  
Food and Agriculture Organization of the United Nations (FAO), 2010, FOOD AGR COMM
[27]   Towards an integrated linkage map of common bean. 4. Development of a core linkage map and alignment of RFLP maps [J].
Freyre, R ;
Skroch, PW ;
Geffroy, V ;
Adam-Blondon, AF ;
Shirmohamadali, A ;
Johnson, WC ;
Llaca, V ;
Nodari, RO ;
Pereira, PA ;
Tsai, SM ;
Tohme, J ;
Dron, M ;
Nienhuis, J ;
Vallejos, CE ;
Gepts, P .
THEORETICAL AND APPLIED GENETICS, 1998, 97 (5-6) :847-856
[28]   Microsatellite repeats in common bean (Phaseolus vulgaris):: Isolation, characterization, and cross-species amplification in Phaseolus ssp. [J].
Gaitán-Solís, E ;
Duque, MC ;
Edwards, KJ ;
Tohme, J .
CROP SCIENCE, 2002, 42 (06) :2128-2136
[29]   Gene-Based Single Nucleotide Polymorphism Markers for Genetic and Association Mapping in Common Bean [J].
Galeano, Carlos H. ;
Cortes, Andres J. ;
Fernandez, Andrea C. ;
Soler, Alvaro ;
Franco-Herrera, Natalia ;
Makunde, Godwill ;
Vanderleyden, Jos ;
Blair, Matthew W. .
BMC GENETICS, 2012, 13
[30]   Single strand conformation polymorphism based SNP and Indel markers for genetic mapping and synteny analysis of common bean (Phaseolus vulgaris L.) [J].
Galeano, Carlos H. ;
Fernandez, Andrea C. ;
Gomez, Marcela ;
Blair, Matthew W. .
BMC GENOMICS, 2009, 10