Genetic diversity and population structure of modern Bulgarian and foreign durum wheat based on microsatellite and agronomic data

被引:6
作者
Christov, Nikolai Kirilov [1 ]
Tsonev, Stefan [1 ]
Dragov, Rangel [2 ]
Taneva, Krasimira [2 ]
Bozhanova, Violeta [2 ]
Todorovska, Elena Georgieva [1 ]
机构
[1] Agricultural Acad, AgroBioInst, Dept Funct Genet Abiot & Biot Stress, 8 Dragan Tsankov, Sofia 1164, Bulgaria
[2] Agricultural Acad, Field Crops Inst, Dept Durum Wheat Breeding, Chirpan, Bulgaria
关键词
Durum wheat; SSRs; genetic diversity; genetic and phenotypic structures; BREAD WHEAT; RUST RESISTANCE; POLYPLOID WHEAT; DROUGHT STRESS; HIGH-DENSITY; SSR; LANDRACES; CULTIVARS; EROSION; GERMPLASM;
D O I
10.1080/13102818.2022.2116999
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
The genetic variation and population structure of a panel of 90 durum wheat (Triticum durum desf.) consisting of 62 varieties and breeding lines originating from two agro-ecological zones in Bulgaria (Northern and Southern Bulgaria) and 28 introduced varieties from South-western, Central and Eastern Europe, and the USA were determined by 34 microsatellite markers (SSR). The genetic diversity in the modern durum wheat was 0.5612 with 6.88 alleles per locus. Model-based population STRUCTURE analysis identified two sub-populations (K = 2) separating the South Bulgarian varieties (SP1) from all others (SP2), including South-Western, Central-Eastern European and North Bulgarian ones. Subsequent genetic structure analysis at K = 4 revealed an additional division of each sub-population into two (SP1-2, SP1-4, SP2-1, SP2-3). DAPC analysis and UPGMA dendrogram based on SSR data were in excellent agreement with the Subpopulations defined by STRUCTURE analysis. The Principal Component Analysis (PCA) revealed that among the studied 5 agronomically important traits the correlation between grain yield and plant height was the highest and distinguished 10 varieties and advanced breeding lines from Southern Bulgaria (SP1-2 and SP1-4) as most promising in regard to yield stability. This study showed a good relationship between the genetic and phenotypic population structures according to the division of the genotypes by their agro-geographical origin. It will be useful for both breeders and farmers and could serve as a fundament for durum wheat improvement programs under drought prone environmental conditions.
引用
收藏
页码:637 / 652
页数:16
相关论文
共 78 条
  • [1] Abdurakhmonov Ibrokhim Y, 2008, Int J Plant Genomics, V2008, P574927, DOI 10.1155/2008/574927
  • [2] Alexandrov T., 2018, FIELD CROPS STUDIES, V11, P61
  • [3] [Anonymous], 2017, APAR
  • [4] [Anonymous], 1988, P 7 INT WHEAT GEN S
  • [5] Fitting Linear Mixed-Effects Models Using lme4
    Bates, Douglas
    Maechler, Martin
    Bolker, Benjamin M.
    Walker, Steven C.
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01): : 1 - 48
  • [6] Description of durum wheat linkage map and comparative sequence analysis of wheat mapped DArT markers with rice and Brachypodium genomes
    Colasuonno, Pasqualina
    Maria, Mastrangelo Anna
    Blanco, Antonio
    Gadaleta, Agata
    [J]. BMC GENETICS, 2013, 14
  • [7] Dragov R., 2015, Agricultural Science and Technology, V7, P204
  • [8] Dragov R., 2019, Field Crops Stud, VXII, P123
  • [9] Dragov R, 2020, BULG J AGRIC SCI, V26, P998
  • [10] The ade4 package: Implementing the duality diagram for ecologists
    Dray, Stephane
    Dufour, Anne-Beatrice
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2007, 22 (04): : 1 - 20