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
  • [31] Agro-morphological description, genetic diversity and population structure of chickpea using genomic-SSR and ESR-SSR molecular markers
    Seyedimoradi, Hiva
    Talebi, Reza
    Kanouni, Homayoun
    Naji, Amir Mohammad
    Karami, Ezzat
    JOURNAL OF PLANT BIOCHEMISTRY AND BIOTECHNOLOGY, 2019, 28 (04) : 483 - 495
  • [32] Genetic diversity of Dendrobium species revealed by simple sequence repeat (SSR) markers
    Reddy, D. Mahesh
    Momin, Kalkame Ch.
    Singh, Amit Kumar
    Kumar, Sunil
    Wangchu, L.
    Bhargav, V.
    GENETIC RESOURCES AND CROP EVOLUTION, 2024, 71 (04) : 1453 - 1464
  • [33] Characterization of the genetic diversity of Citrus species of Nepal using simple sequence repeat (SSR) markers
    Munankarmi, Nabin Narayan
    Rana, Neesha
    Joshi, Bal Krishna
    Bhattarai, Tribikram
    Chaudhary, Sujan
    Baral, Bikash
    Shrestha, Sangita
    SOUTH AFRICAN JOURNAL OF BOTANY, 2023, 156 : 192 - 201
  • [34] GENETIC DIVERSITY AND DNA FINGERPRINTING OF POTATO VARIETIES USING SIMPLE SEQUENCE REPEAT (SSR) MARKERS
    Rahman, S. U.
    Jamil, S.
    Shahzad, R.
    Yasmeen, E.
    Sattar, S.
    Iqbal, M. Z.
    JOURNAL OF ANIMAL AND PLANT SCIENCES-JAPS, 2022, 32 (03): : 775 - 783
  • [35] 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
  • [36] The genetic diversity and relationships of cauliflower (Brassica oleracea var. botrytis) inbred lines assessed by using SSR markers
    Zhu, Shiyang
    Zhang, Xiaoling
    Liu, Qing
    Luo, Tiankuan
    Tang, Zheng
    Zhou, Yuanchang
    PLOS ONE, 2018, 13 (12):
  • [37] Assessment of genetic diversity among faba bean genotypes using agro-morphological and molecular markers
    Ammar, Megahed H.
    Alghamdi, Salem S.
    Migdadi, Hussein M.
    Khan, Muhammad A.
    El-Harty, Ehab H.
    Al-Faifi, Sulieman A.
    SAUDI JOURNAL OF BIOLOGICAL SCIENCES, 2015, 22 (03) : 340 - 350
  • [38] Genetic diversity of Sudanese pearl millet (Pennisetum glaucum (L.) R. Br.) landraces as revealed by SSR markers, and relationship between genetic and agro-morphological diversity
    Bashir, Elfadil M. A.
    Ali, Abdelbagi M.
    Ali, Adam M.
    Mohamed, El Tahir I.
    Melchinger, Albrecht E.
    Parzies, Heiko K.
    Haussmann, Bettina I. G.
    GENETIC RESOURCES AND CROP EVOLUTION, 2015, 62 (04) : 579 - 591
  • [39] USING MORPHOLOGICAL CHARACTERS AND SIMPLE SEQUENCE REPEAT (SSR) MARKERS TO CHARACTERIZE TUNISIAN FIG (FICUS CARICA L.) CULTIVARS
    Saddoud, Olfa
    Baraket, Ghada
    Chatti, Khaled
    Trifi, Mokhtar
    Marrakchi, Mohamed
    Mars, Messoud
    Salhi-Hannachi, Amel
    ACTA BIOLOGICA CRACOVIENSIA SERIES BOTANICA, 2011, 53 (02) : 7 - 14
  • [40] 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