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.
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CSIC, CEBAS, Dept Food Sci & Technol, Res Grp Qual Safety & Bioact Plant Foods, Murcia 30100, SpainUniv Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, Portugal
Ferreres, Federico
Fernandes, Fatima
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Univ Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, PortugalUniv Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, Portugal
Fernandes, Fatima
Oliveira, Jorge M. A.
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Univ Porto, Fac Farm, Serv Farmacol, REQUIMTE FARMA, P-4050047 Oporto, PortugalUniv Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, Portugal
Oliveira, Jorge M. A.
Valentao, Patricia
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Univ Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, PortugalUniv Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, Portugal
Valentao, Patricia
Pereira, Jose A.
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CIMO, Escola Super Agr, Inst Politecn Braganca, P-5301855 Braganca, PortugalUniv Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, Portugal
Pereira, Jose A.
Andrade, Paula B.
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Univ Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, PortugalUniv Porto, Fac Farm, Serv Farmacognosia, REQUIMTE, P-4050047 Oporto, Portugal
机构:
Clemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USAClemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USA
Thavarajah, Dil
Thavarajah, Pushparajah
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Clemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USAClemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USA
Thavarajah, Pushparajah
Abare, Alex
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Clemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USAClemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USA
Abare, Alex
Basnagala, Suranga
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Clemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USAClemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USA
Basnagala, Suranga
Lacher, Craig
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ARS, Grand Forks Human Nutr Res Ctr, USDA, 2420 2nd Ave N,STOP 9034, Grand Forks, ND 58202 USAClemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USA
Lacher, Craig
Smith, Powell
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CUCES Lexington Cty, 605W Main St,Ste 109, Lexington, SC 29072 USAClemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USA
Smith, Powell
Combs, Gerald F., Jr.
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Tufts Univ, Jean Mayer USDA Human Nutr Res Ctr Aging, Boston, MA 02111 USAClemson Univ, Agr & Environm Sci, Poole Agr Ctr 270, Clemson, SC 29634 USA
机构:
Clemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USAClemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USA
Thavarajah, Dil
Siva, Niroshan
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Clemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USAClemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USA
Siva, Niroshan
Johnson, Nathan
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Clemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USAClemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USA
Johnson, Nathan
McGee, Rebecca
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Washington State Univ, Grain Legume Genet & Physiol Unit, USDA ARS, Pullman, WA 99164 USAClemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USA
McGee, Rebecca
Thavarajah, Pushparajah
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Clemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USAClemson Univ, Plant & Environm Sci, 270 Poole Agr Ctr, Clemson, SC 29634 USA
机构:
Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Malik, Geetika
Jabeen, Asma
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Jabeen, Asma
Mir, Javid Iqbal
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Mir, Javid Iqbal
Shah, Rafiq Ahmad
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Shah, Rafiq Ahmad
Shah, Mohd Abas
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Shah, Mohd Abas
Dinkar, Vishal
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Dinkar, Vishal
Sheikh, Muneer Ahmad
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Sheikh, Muneer Ahmad
Kumar, Ravinder
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Indian Council Agr Res, Indian Agr Res Inst, New Delhi 110012, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Kumar, Ravinder
Sharma, Om Chand
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
Sharma, Om Chand
Verma, Mahendra Kumar
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Indian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, IndiaIndian Council Agr Res, Cent Inst Temperate Hort, Srinagar 191132, Jammu & Kashmir, India
机构:
CSK Himachal Pradesh Agricultural University,Department of Vegetable Science and FloricultureCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture
Shorya Kapoor
Sonia Sood
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CSK Himachal Pradesh Agricultural University,Department of Vegetable Science and FloricultureCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture
Sonia Sood
Kuldip Jayaswall
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ICAR- Indian Institute of Seed Science,Department of Genetics and Plant BreedingCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture
Kuldip Jayaswall
Vinod Kumar Sood
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CSK Himachal Pradesh Agricultural University,Department of Plant PathologyCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture
Vinod Kumar Sood
Nimit Kumar
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CSK Himachal Pradesh Agricultural University,Department of Plant PathologyCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture
Nimit Kumar
Tamanna Sood
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CSK Himachal Pradesh Agricultural University,Department of Vegetable Science and FloricultureCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture
Tamanna Sood
Deepanshu Jayaswal
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ICAR- Indian Institute of Seed Science,Department of Genetics and Plant BreedingCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture
Deepanshu Jayaswal
Vakul Sood
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CSK Himachal Pradesh Agricultural University,undefinedCSK Himachal Pradesh Agricultural University,Department of Vegetable Science and Floriculture