Single nucleotide polymorphisms reveal genetic diversity in New Mexican chile peppers (Capsicum spp.)
被引:16
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作者:
Lozada, Dennis N.
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New Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
New Mexico State Univ, Chile Pepper Inst, Las Cruces, NM 88003 USANew Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
Lozada, Dennis N.
[1
,2
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Bhatta, Madhav
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Bayer Crop Sci, Chesterfield, MO 63017 USANew Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
Bhatta, Madhav
[3
]
Coon, Danise
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机构:
New Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
New Mexico State Univ, Chile Pepper Inst, Las Cruces, NM 88003 USANew Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
Coon, Danise
[1
,2
]
Bosland, Paul W.
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机构:
New Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
New Mexico State Univ, Chile Pepper Inst, Las Cruces, NM 88003 USANew Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
Bosland, Paul W.
[1
,2
]
机构:
[1] New Mexico State Univ, Dept Plant & Environm Sci, Las Cruces, NM 88003 USA
[2] New Mexico State Univ, Chile Pepper Inst, Las Cruces, NM 88003 USA
BackgroundChile peppers (Capsicum spp.) are among the most important horticultural crops in the world due to their number of uses. They are considered a major cultural and economic crop in the state of New Mexico in the United States. Evaluating genetic diversity in current New Mexican germplasm would facilitate genetic improvement for different traits. This study assessed genetic diversity, population structure, and linkage disequilibrium (LD) among 165 chile pepper genotypes using single nucleotide polymorphism (SNP) markers derived from genotyping-by-sequencing (GBS).ResultsA GBS approach identified 66,750 high-quality SNP markers with known map positions distributed across the 12 chromosomes of Capsicum. Principal components analysis revealed four distinct clusters based on species. Neighbor-joining phylogenetic analysis among New Mexico State University (NMSU) chile pepper cultivars showed two main clusters, where the C. annuum genotypes grouped together based on fruit or pod type. A Bayesian clustering approach for the Capsicum population inferred K=2 as the optimal number of clusters, where the C. chinense and C. frutescens grouped in a single cluster. Analysis of molecular variance revealed majority of variation to be between the Capsicum species (76.08%). Extensive LD decay (similar to 5.59 Mb) across the whole Capsicum population was observed, demonstrating that a lower number of markers would be required for implementing genome wide association studies for different traits in New Mexican type chile peppers. Tajima's D values demonstrated positive selection, population bottleneck, and balancing selection for the New Mexico Capsicum population. Genetic diversity for the New Mexican chile peppers was relatively low, indicating the need to introduce new alleles in the breeding program to broaden the genetic base of current germplasm.ConclusionsGenetic diversity among New Mexican chile peppers was evaluated using GBS-derived SNP markers and genetic relatedness on the species level was observed. Introducing novel alleles from other breeding programs or from wild species could help increase diversity in current germplasm. We present valuable information for future association mapping and genomic selection for different traits for New Mexican chile peppers for genetic improvement through marker-assisted breeding.
机构:
Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
ZHANG Xiao-min
ZHANG Zheng-hai
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Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
ZHANG Zheng-hai
GU Xiao-zhen
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Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
GU Xiao-zhen
MAO Sheng-li
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Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
MAO Sheng-li
LI Xi-xiang
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Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
National Gene Bank of Vegetables, Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
LI Xi-xiang
Jo?l Chad?uf
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机构:Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
Jo?l Chad?uf
Al ain Palloix
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Génétique et Amélioration des Fruits et LégumesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
Al ain Palloix
WANG Li-hao
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Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
WANG Li-hao
ZHANG Bao-xi
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Key Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural SciencesKey Laboratory of Vegetable Genetics and Physiology, Ministry of Agriculture/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences
机构:
Sher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, IndiaSher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, India
Indrabi, Sayed Azrah
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Malik, Ajaz
Malik, Geetika
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ICAR Cent Inst Temperate Hort, Div Vegetable Sci & Floriculture, Srinagar, J&K, IndiaSher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, India
Malik, Geetika
Hussain, Khursheed
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Sher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, IndiaSher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, India
Hussain, Khursheed
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Shikari, Asif
Mir, Javid Iqbal
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ICAR Cent Inst Temperate Hort, Plant Biotechnol, Srinagar, J&K, IndiaSher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, India
Mir, Javid Iqbal
Park, Ji Eun
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RDA, Natl Agrobiodivers Ctr, Jeonju 54875, South KoreaSher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, India
Park, Ji Eun
Le, Anh Tuan
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Vietnam Natl Univ, Ho Chi Minh City 70000, Vietnam
Univ Sci, Fac Biol & Biotechnol, Ho Chi Minh City 70000, VietnamSher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, India
Le, Anh Tuan
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Mansoor, Sheikh
Masoodi, Khalid Z.
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Sher E Kashmir Univ Agr Sci & Technol Kashmir, Transcript Lab K Lab, Div Plant Biotechnol, Srinagar, J&K, IndiaSher E Kashmir Univ Agr Sci & Technol Kashmir, Div Vegetable Sci, Srinagar, J&K, India