Genetic diversity of kale (Brassica oleracea L. var acephala) using agro-morphological and simple sequence repeat (SSR) markers

被引:1
|
作者
Pipan, Barbara [1 ]
Neji, Mohamed [1 ]
Meglic, Vladimir [1 ]
Sinkovic, Lovro [1 ]
机构
[1] Agr Inst Slovenia, Crop Sci Dept, Hacquetova Ul 17, Ljubljana 1000, Slovenia
关键词
Kale; Genetic differentiation; Allelic diversity; SSR markers; Plant descriptors; POPULATION-STRUCTURE; LANDRACES; CULTIVARS; AFLP; GERMPLASM; DIFFERENTIATION; CABBAGE; ISOZYME; CHINA;
D O I
10.1007/s10722-023-01686-6
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Kale (Brassica oleracea. var. acephala) is a nutrient-rich green leafy vegetable consumed as food and used in traditional medicine worldwide. An essential step in describing the available genetic resources and ensuring their effective use in breeding programs is to characterize the genetic diversity of available germplasm. In this study, the genetic diversity and structure of 26 kale accessions from South-East Europe were examined using 26 agro-morphological traits collected in the field and 12 simple sequence repeat (SSR) markers. Considerable agro-morphological variability was found in most quantitative (CV = 17.26-42.42%) and qualitative (H' = 0.61-1.79) traits. Multifactorial analysis (MFA) showed that country of origin (33.01%) and morphotype (32.30%) significantly influenced kale diversification. Leaf blade shape (20.62%), leaf incision (19.43%), anthocyanin distribution (16.43%), and leaf colour (15.55%) were the traits that most clearly differentiated accessions. The three common commercial kale cultivars were identified as independent outliers that differed from the other kale accessions in both MFA and UPGMA clustering analysis. The SSR markers were highly informative with 108 alleles and polymorphic information content ranging from 0.395 to 0.856. Strong genetic diversity was detected at the accession level (H' = 0.58) while genetic differentiation was low (Fst = 0.05). Similar to UPGMA clustering, Bayesian clustering suggests that the kale collection can be divided into four clusters with a high degree of admixture and no geographic grouping pattern is apparent. Overall, the study showed that the kale collection studied represents a valuable reservoir of genetic and agro-morphological variability that could be used for future breeding initiatives.
引用
收藏
页码:1221 / 1239
页数:19
相关论文
共 50 条
  • [41] Genetic relationships and diversity of common apricot (Prunus armeniaca L.) based on simple sequence repeat (SSR) markers
    Khadivi-Khub, Abdollah
    Yarahmadi, Mehdi
    Jannatizadeh, Abbasali
    Ebrahimi, Aziz
    BIOCHEMICAL SYSTEMATICS AND ECOLOGY, 2015, 61 : 366 - 371
  • [42] Analysis of Genetic Diversity of Safflower (Carthamus tinctorius L.) Genotypes using Agro-morphological Traits and Molecular Markers
    Safavi, Seyed Mehdi
    Pourdad, Seyyed Saeid
    Safavi, Seyed Afshin
    PHILIPPINE JOURNAL OF CROP SCIENCE, 2017, 42 (02): : 48 - 60
  • [43] Fine-mapping of a gene for the lobed leaf, BoLl, in ornamental kale (Brassica oleracea L. var. acephala)
    Ren, Jie
    Liu, Zhiyong
    Du, Jiangtao
    Fu, Wei
    Hou, Ailin
    Feng, Hui
    MOLECULAR BREEDING, 2019, 39 (03)
  • [44] AFLP analysis of genetic diversity in leafy kale (Brassica oleracea L. convar. acephala (DC.) Alef.) landraces, cultivars and wild populations in Europe
    Christensen, Stina
    von Bothmer, Roland
    Poulsen, Gert
    Maggioni, Lorenzo
    Phillip, Marianne
    Andersen, Bente Anni
    Jorgensen, Rikke Bagger
    GENETIC RESOURCES AND CROP EVOLUTION, 2011, 58 (05) : 657 - 666
  • [45] Mapping of Re, a gene conferring the red leaf trait in ornamental kale (Brassica oleracea L. var. acephala)
    Ren, Jie
    Liu, Zhiyong
    Niu, Ruiqing
    Feng, Hui
    PLANT BREEDING, 2015, 134 (04) : 494 - 500
  • [46] Fine-mapping of a gene for the lobed leaf, BoLl, in ornamental kale (Brassica oleracea L. var. acephala)
    Jie Ren
    Zhiyong Liu
    Jiangtao Du
    Wei Fu
    Ailin Hou
    Hui Feng
    Molecular Breeding, 2019, 39
  • [47] Effect of preliminary processing and method of preservation on the content of glucosinolates in kale (Brassica oleracea L. var. acephala) leaves
    Korus, Anna
    Slupski, Jacek
    Gebczynski, Piotr
    Banas, Anna
    LWT-FOOD SCIENCE AND TECHNOLOGY, 2014, 59 (02) : 1003 - 1008
  • [48] Genetic structure and diversity of a collection of Brassica rapa subsp rapa L. revealed by simple sequence repeat markers
    Soengas, P.
    Cartea, M. E.
    Francisco, M.
    Lema, M.
    Velasco, P.
    JOURNAL OF AGRICULTURAL SCIENCE, 2011, 149 : 617 - 624
  • [49] The amino acid composition of kale (Brassica oleracea L. var. acephala), fresh and after culinary and technological processing
    Lisiewska, Zofia
    Kmiecik, Waldemar
    Korus, Anna
    FOOD CHEMISTRY, 2008, 108 (02) : 642 - 648
  • [50] Metabolism Reorganization in Kale (Brassica oleracea L. var acephala) Populations with Divergent Glucosinolate Content under Thermal Stresses
    Diaz-Urbano, Maria
    Velasco, Pablo
    Elena Cartea, Maria
    Rodriguez, Victor M.
    AGRONOMY-BASEL, 2022, 12 (11):