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

被引:0
|
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] Metabolic profiling and biological capacity of Pieris brassicae fed with kale (Brassica oleracea L. var. acephala)
    Ferreres, Federico
    Fernandes, Fatima
    Oliveira, Jorge M. A.
    Valentao, Patricia
    Pereira, Jose A.
    Andrade, Paula B.
    FOOD AND CHEMICAL TOXICOLOGY, 2009, 47 (06) : 1209 - 1220
  • [42] Overexpression of kale (Brassica oleracea L. var. acephala) BoMYB increases anthocyanin content in Arabidopsis thaliana
    Wang, Yushu
    Wang, Huan
    Gao, Meiling
    Fan, Zhenyu
    Chen, Yang
    Ji, Yifeng
    BIOTECHNOLOGY & BIOTECHNOLOGICAL EQUIPMENT, 2019, 33 (01) : 902 - 910
  • [43] Effect of cover crops on the yield and nutrient concentration of organic kale (Brassica oleracea L. var. acephala)
    Dil Thavarajah
    Niroshan Siva
    Nathan Johnson
    Rebecca McGee
    Pushparajah Thavarajah
    Scientific Reports, 9
  • [44] Mineral micronutrient and prebiotic carbohydrate profiles of USA -grown kale (Brassica oleracea L. var. acephala)
    Thavarajah, Dil
    Thavarajah, Pushparajah
    Abare, Alex
    Basnagala, Suranga
    Lacher, Craig
    Smith, Powell
    Combs, Gerald F., Jr.
    JOURNAL OF FOOD COMPOSITION AND ANALYSIS, 2016, 52 : 9 - 15
  • [45] Effect of cover crops on the yield and nutrient concentration of organic kale (Brassica oleracea L. var. acephala)
    Thavarajah, Dil
    Siva, Niroshan
    Johnson, Nathan
    McGee, Rebecca
    Thavarajah, Pushparajah
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [46] Genetic variation in the prebiotic carbohydrate and mineral composition of kale (Brassica oleracea L. var. acephala) adapted to an organic cropping system
    Thavarajah, Dil
    Lawrence, Tristan
    Powers, Sarah
    Jones, Boone
    Johnson, Nathan
    Kay, Joshua
    Bandaranayake, Anuruddha
    Shipe, Emerson
    Thavarajah, Pushparajah
    JOURNAL OF FOOD COMPOSITION AND ANALYSIS, 2021, 96
  • [47] Genetic diversity, population structure and marker-trait associations in Indian kale ( Brassica oleracea L. gp. acephala) using cross-species microsatellite markers
    Malik, Geetika
    Jabeen, Asma
    Mir, Javid Iqbal
    Shah, Rafiq Ahmad
    Shah, Mohd Abas
    Dinkar, Vishal
    Sheikh, Muneer Ahmad
    Kumar, Ravinder
    Sharma, Om Chand
    Verma, Mahendra Kumar
    HELIYON, 2024, 10 (08)
  • [48] Assessment of the genetic diversity of Ashwagandha (Withania somnifera L. Dunal) using agro-morphological, phytochemical and molecular markers
    Vinay, Kumar
    Gajbhiye, N. A.
    Manivel, P.
    RESEARCH JOURNAL OF BIOTECHNOLOGY, 2018, 13 (07): : 59 - 68
  • [49] Evaluation of genetic diversity in Chinese kale (Brassica oleracea L. var. alboglabra Bailey) by using rapid amplified polymorphic DNA and sequence-related amplified polymorphism markers
    Zhang, J.
    Zhang, L. G.
    GENETICS AND MOLECULAR RESEARCH, 2014, 13 (02) : 3567 - 3576
  • [50] Deciphering genetic diversity and population structure of onion (Allium cepa L.) using agro-morphological and molecular markers
    Shorya Kapoor
    Sonia Sood
    Kuldip Jayaswall
    Vinod Kumar Sood
    Nimit Kumar
    Tamanna Sood
    Deepanshu Jayaswal
    Vakul Sood
    Horticulture, Environment, and Biotechnology, 2025, 66 (1) : 149 - 162