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Nyine M, Uwimana B, Akech V, Brown A, Ortiz R, Doležel J, Lorenzen J, Swennen R. Association genetics of bunch weight and its component traits in East African highland banana (Musa spp. AAA group). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2019; 132:3295-3308. [PMID: 31529270 PMCID: PMC6820618 DOI: 10.1007/s00122-019-03425-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 09/06/2019] [Indexed: 05/06/2023]
Abstract
The major quantitative trait loci associated with bunch weight and its component traits in the East African highland banana-breeding population are located on chromosome 3. Bunch weight increase is one of the major objectives of banana improvement programs, but little is known about the loci controlling bunch weight and its component traits. Here we report for the first time some genomic loci associated with bunch weight and its component traits in banana as revealed through a genome-wide association study. A banana-breeding population of 307 genotypes varying in ploidy was phenotyped in three locations under different environmental conditions, and data were collected on bunch weight, number of hands and fruits; fruit length and circumference; and diameter of both fruit and pulp for three crop cycles. The population was genotyped with genotyping by sequencing and 27,178 single nucleotide polymorphisms (SNPs) were generated. The association between SNPs and the best linear unbiased predictors of traits was performed with TASSEL v5 using a mixed linear model accounting for population structure and kinship. Using Bonferroni correction, false discovery rate, and long-range linkage disequilibrium (LD), 25 genomic loci were identified with significant SNPs and most were localized on chromosome 3. Most SNPs were located in genes encoding uncharacterized and hypothetical proteins, but some mapped to transcription factors and genes involved in cell cycle regulation. Inter-chromosomal LD of SNPs was present in the population, but none of the SNPs were significantly associated with the traits. The clustering of significant SNPs on chromosome 3 supported our hypothesis that fruit filling in this population was under control of a few quantitative trait loci with major effects.
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Affiliation(s)
- Moses Nyine
- International Institute of Tropical Agriculture, P.O. Box 7878, Kampala, Uganda
- Department of Plant Pathology, Kansas State University, Manhattan, KS, 66506, USA
| | - Brigitte Uwimana
- International Institute of Tropical Agriculture, P.O. Box 7878, Kampala, Uganda
| | - Violet Akech
- International Institute of Tropical Agriculture, P.O. Box 7878, Kampala, Uganda
| | - Allan Brown
- International Institute of Tropical Agriculture c/o Nelson Mandela African Institution of Science and Technology, P.O. Box 447, Arusha, Tanzania
| | - Rodomiro Ortiz
- Department of Plant Breeding, Swedish University of Agricultural Sciences, P.O. Box 101, 23053, Alnarp, Sweden
| | - Jaroslav Doležel
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, 78371, Olomouc, Czech Republic
| | - Jim Lorenzen
- International Institute of Tropical Agriculture, P.O. Box 7878, Kampala, Uganda
- Bill and Melinda Gates Foundation, Seattle, 23350, USA
| | - Rony Swennen
- International Institute of Tropical Agriculture c/o Nelson Mandela African Institution of Science and Technology, P.O. Box 447, Arusha, Tanzania.
- Laboratory of Tropical Crop Improvement, Division of Crop Biotechnics, Katholieke Universiteit, 3001, Leuven, Belgium.
- Bioversity International, 3001, Leuven, Belgium.
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Blas AL, Ming R, Liu Z, Veatch OJ, Paull RE, Moore PH, Yu Q. Cloning of the papaya chromoplast-specific lycopene beta-cyclase, CpCYC-b, controlling fruit flesh color reveals conserved microsynteny and a recombination hot spot. PLANT PHYSIOLOGY 2010; 152:2013-22. [PMID: 20181753 PMCID: PMC2850019 DOI: 10.1104/pp.109.152298] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2009] [Accepted: 02/21/2010] [Indexed: 05/19/2023]
Abstract
Carotenoid pigments in fruits are indicative of the ripening process and potential nutritional value. Papaya (Carica papaya) fruit flesh color is caused by the accumulation of lycopene or beta-carotenoids in chromoplasts. It is a distinct feature affecting nutritional composition, fruit quality, shelf life, and consumer preference. To uncover the molecular basis of papaya flesh color, we took map-based cloning and candidate gene approaches using integrated genetic and physical maps. A DNA marker tightly linked to flesh color colocalized on a contig of the physical map with a cDNA probe of the tomato (Solanum lycopersicum) chromoplast-specific lycopene beta-cyclase, CYC-b. Candidate gene sequences were obtained from amplified fragments and verified by sequencing two bacterial artificial chromosomes containing the two alleles. Sequence comparison revealed a 2-bp insertion in the coding region of the recessive red flesh allele resulting in a frame-shift mutation and a premature stop codon. A color complementation test in bacteria confirmed that the papaya CpCYC-b is the gene controlling fruit flesh color. Sequence analysis of wild and cultivated papaya accessions showed the presence of this frame-shift mutation in all red flesh accessions examined. Evaluation of DNA markers near CpCYC-b revealed a recombination hot spot, showing that CpCYC-b is located in a gene-rich region with a recombination rate at 3.7 kb per centimorgan, more than 100-fold higher than the genome average at 400 kb per centimorgan. Conserved microsynteny of the CpCYC-b region is indicated by colinearity of two to four genes between papaya, Arabidopsis (Arabidopsis thaliana), grape (Vitis vinifera), and tomato. Our results enhanced our understanding of papaya flesh color inheritance and generated new tools for papaya improvement.
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Flint-Garcia SA, Thornsberry JM, Buckler ES. Structure of linkage disequilibrium in plants. ANNUAL REVIEW OF PLANT BIOLOGY 2003; 54:357-74. [PMID: 14502995 DOI: 10.1146/annurev.arplant.54.031902.134907] [Citation(s) in RCA: 837] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Future advances in plant genomics will make it possible to scan a genome for polymorphisms associated with qualitative and quantitative traits. Before this potential can be realized, we must understand the nature of linkage disequilibrium (LD) within a genome. LD, the nonrandom association of alleles at different loci, plays an integral role in association mapping, and determines the resolution of an association study. Recently, association mapping has been exploited to dissect quantitative trait loci (QTL). With the exception of maize and Arabidopsis, little research has been conducted on LD in plants. The mating system of the species (selfing versus outcrossing), and phenomena such as population structure and recombination hot spots, can strongly influence patterns of LD. The basic patterns of LD in plants will be better understood as more species are analyzed.
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Affiliation(s)
- Sherry A Flint-Garcia
- Department of Genetics, North Carolina State University, Raleigh, North Carolina 27695, USA.
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