1
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Imahori Y, Bai J. Postharvest Management of Fruits and Vegetables-Series II. Foods 2024; 13:1049. [PMID: 38611354 PMCID: PMC11011336 DOI: 10.3390/foods13071049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 03/21/2024] [Accepted: 03/26/2024] [Indexed: 04/14/2024] Open
Abstract
Fruits and vegetables are crucial nutritional sources of carbohydrates, protein, minerals, vitamins, and dietary fiber, offering significant benefits to human health [...].
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Affiliation(s)
- Yoshihiro Imahori
- Graduate School of Agricultural, Osaka Metropolitan University, Osaka 599-8531, Japan
| | - Jinhe Bai
- Horticultural Research Laboratory (USDA-ARS), Fort Pierce, FL 34945, USA
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2
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Ferrer V, Costantino G, Paymal N, Quinton C, Perdomo EC, Paoli M, Mournet P, Ollitrault P, Tomi F, Luro F. Inheritance and Quantitative Trait Loci Mapping of Aromatic Compounds from Clementine ( Citrus × clementina Hort. ex Tan.) and Sweet Orange ( C. × sinensis (L.) Osb.) Fruit Essential Oils. Genes (Basel) 2023; 14:1800. [PMID: 37761942 PMCID: PMC10531275 DOI: 10.3390/genes14091800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/07/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
Despite their importance in food processing, perfumery and cosmetics, the inheritance of sweet orange aromatic compounds, as well as their yield in the fruit peel, has been little analyzed. In the present study, the segregation of aromatic compounds was studied in an F1 population of 77 hybrids resulting from crosses between clementine and blood sweet orange. Fruit-peel essential oils (PEOs) extracted by hydrodistillation were analyzed by gas chromatography coupled with flame ionization detection. Genotyping by sequencing was performed on the parents and the hybrids. The resulting "clementine × sweet blood orange" genetic map consists of 710 SNP markers distributed in nine linkage groups (LGs), representing the nine citrus chromosomes, and spanning 1054 centimorgans. Twenty quantitative trait loci (QTLs) were identified, explaining between 20.5 and 55.0% of the variance of the major aromatic compounds and PEO yield. The QTLs for monoterpenes and aliphatic aldehydes predominantly colocalized on LGs 5 and 8, as did the two QTLs for PEO yield. The sesquiterpene QTLs were located on LGs 1, 3, 6 and 8. The detection of major QTLs associated with the synthesis of aliphatic aldehydes, known for their strong aromatic properties, open the way for marker-assisted selection.
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Affiliation(s)
- Vincent Ferrer
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
- Rémy Cointreau—Les Molières, 49124 Saint-Barthélemy-d’Anjou, France; (N.P.); (C.Q.)
| | - Gilles Costantino
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
| | - Noémie Paymal
- Rémy Cointreau—Les Molières, 49124 Saint-Barthélemy-d’Anjou, France; (N.P.); (C.Q.)
| | - Carole Quinton
- Rémy Cointreau—Les Molières, 49124 Saint-Barthélemy-d’Anjou, France; (N.P.); (C.Q.)
| | - Estefania Carrillo Perdomo
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
| | - Mathieu Paoli
- UMR SPE 6134—Université de Corse—CNRS, 20000 Ajaccio, France; (M.P.); (F.T.)
| | - Pierre Mournet
- CIRAD, UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 34398 Montpellier, France;
| | - Patrick Ollitrault
- CIRAD, UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 34398 Montpellier, France;
| | - Félix Tomi
- UMR SPE 6134—Université de Corse—CNRS, 20000 Ajaccio, France; (M.P.); (F.T.)
| | - François Luro
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
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3
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Cheng Y, Han L, Huang L, Tan X, Wu H, Li G. Association between flavor composition and sensory profile in thermally processed mandarin juices by multidimensional gas chromatography and multivariate statistical analysis. Food Chem 2023; 419:136026. [PMID: 37030207 DOI: 10.1016/j.foodchem.2023.136026] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 03/16/2023] [Accepted: 03/21/2023] [Indexed: 04/07/2023]
Abstract
Thermal pasteurization decreases the sensory quality of mandarin juice. Flavor composition was determined in four fresh-squeezed and heat-processed mandarin juice varieties using molecular sensory science approaches. The relationships between odorants and sensory profiles were analyzed, and markers for flavor deterioration were screened by multivariate statistical analysis. Seventy-four volatiles were identified, among which 36 odorants with flavor dilution factors ranging from 2 to 128 were detected by multidimensional gas chromatography-mass spectrometry/olfactometry (MDGC-MS/O) coupled with aroma extract dilution analysis (AEDA). Higher intensities of cooked and off-flavor notes were observed in the heated mandarin juice, which was related to the concentration changes of the methional, methanethiol, dimethyl sulfide, and carbon disulfide by partial least squares (PLS) analysis. Ten potential markers (methional, methanethiol, dimethyl sulfide, hydrogen sulfide, β-damascenone, camphene, trans-β-ionone, decanal, d-limonene, and α-pinene) were responsible for the sensory discrimination of fresh-squeezed and heated mandarin juices.
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4
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De Mori G, Cipriani G. Marker-Assisted Selection in Breeding for Fruit Trait Improvement: A Review. Int J Mol Sci 2023; 24:ijms24108984. [PMID: 37240329 DOI: 10.3390/ijms24108984] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 05/12/2023] [Accepted: 05/17/2023] [Indexed: 05/28/2023] Open
Abstract
Breeding fruit species is time-consuming and expensive. With few exceptions, trees are likely the worst species to work with in terms of genetics and breeding. Most are characterized by large trees, long juvenile periods, and intensive agricultural practice, and environmental variability plays an important role in the heritability evaluations of every single important trait. Although vegetative propagation allows for the production of a significant number of clonal replicates for the evaluation of environmental effects and genotype × environment interactions, the spaces required for plant cultivation and the intensity of work necessary for phenotypic surveys slow down the work of researchers. Fruit breeders are very often interested in fruit traits: size, weight, sugar and acid content, ripening time, fruit storability, and post-harvest practices, among other traits relevant to each individual species. The translation of trait loci and whole-genome sequences into diagnostic genetic markers that are effective and affordable for use by breeders, who must choose genetically superior parents and subsequently choose genetically superior individuals among their progeny, is one of the most difficult tasks still facing tree fruit geneticists. The availability of updated sequencing techniques and powerful software tools offered the opportunity to mine tens of fruit genomes to find out sequence variants potentially useful as molecular markers. This review is devoted to analysing what has been the role of molecular markers in assisting breeders in selection processes, with an emphasis on the fruit traits of the most important fruit crops for which examples of trustworthy molecular markers have been developed, such as the MDo.chr9.4 marker for red skin colour in apples, the CCD4-based marker CPRFC1, and LG3_13.146 marker for flesh colour in peaches, papayas, and cherries, respectively.
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Affiliation(s)
- Gloria De Mori
- Department of Agricultural, Food, Environmental and Animal Sciences, University of Udine, Via delle Scienze 206, 33100 Udine, Italy
| | - Guido Cipriani
- Department of Agricultural, Food, Environmental and Animal Sciences, University of Udine, Via delle Scienze 206, 33100 Udine, Italy
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5
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Chen S, Li X, Liu Y, Chen J, Ma J, Chen L. Identification of QTL controlling volatile terpene contents in tea plant ( Camellia sinensis) using a high-aroma 'Huangdan' x 'Jinxuan' F 1 population. FRONTIERS IN PLANT SCIENCE 2023; 14:1130582. [PMID: 37063218 PMCID: PMC10090551 DOI: 10.3389/fpls.2023.1130582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 03/06/2023] [Indexed: 06/19/2023]
Abstract
Aroma is an important factor affecting the character and quality of tea. The improvement of aroma trait is a crucial research direction of tea plant breeding. Volatile terpenes, as the major contributors to the floral odors of tea products, also play critical roles in the defense responses of plants to multiple stresses. However, previous studies have largely focused on the aroma formation during the manufacture of tea or the comparison of raw tea samples. The mechanisms causing different aroma profiles between tea cultivars have remained underexplored. In the current study, a high-density genetic linkage map of tea plant was constructed based on an F1 population of 'Huangdan' × 'Jinxuan' using genotyping by sequencing. This linkage map covered 1754.57 cM and contained 15 linkage groups with a low inter-marker distance of 0.47 cM. A total of 42 QTLs associated with eight monoterpene contents and 12 QTLs associated with four sesquiterpenes contents were identified with the average PVE of 12.6% and 11.7% respectively. Furthermore, six candidate genes related to volatile terpene contents were found in QTL cluster on chromosome 5 by RNA-seq analysis. This work will enrich our understanding of the molecular mechanism of volatile terpene biosynthesis and provide a theoretical basis for tea plant breeding programs for aroma quality improvement.
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Affiliation(s)
| | | | | | | | | | - Liang Chen
- *Correspondence: Jianqiang Ma, ; Liang Chen,
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6
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Bosman RN, Vervalle JAM, November DL, Burger P, Lashbrooke JG. Grapevine genome analysis demonstrates the role of gene copy number variation in the formation of monoterpenes. FRONTIERS IN PLANT SCIENCE 2023; 14:1112214. [PMID: 37008487 PMCID: PMC10061021 DOI: 10.3389/fpls.2023.1112214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 02/28/2023] [Indexed: 06/19/2023]
Abstract
Volatile organic compounds such as terpenes influence the quality parameters of grapevine through their contribution to the flavour and aroma profile of berries. Biosynthesis of volatile organic compounds in grapevine is relatively complex and controlled by multiple genes, the majority of which are unknown or uncharacterised. To identify the genomic regions that associate with modulation of these compounds in grapevine berries, volatile metabolic data generated via GC-MS from a grapevine mapping population was used to identify quantitative trait loci (QTLs). Several significant QTLs were associated with terpenes, and candidate genes were proposed for sesquiterpene and monoterpene biosynthesis. For monoterpenes, loci on chromosomes 12 and 13 were shown to be associated with geraniol and cyclic monoterpene accumulation, respectively. The locus on chromosome 12 was shown to contain a geraniol synthase gene (VvGer), while the locus on chromosome 13 contained an α-terpineol synthase gene (VvTer). Molecular and genomic investigation of VvGer and VvTer revealed that these genes were found in tandemly duplicated clusters, displaying high levels of hemizygosity. Gene copy number analysis further showed that not only did VvTer and VvGer copy numbers vary within the mapping population, but also across recently sequenced Vitis cultivars. Significantly, VvTer copy number correlated with both VvTer gene expression and cyclic monoterpene accumulation in the mapping population. A hypothesis for a hyper-functional VvTer allele linked to increased gene copy number in the mapping population is presented and can potentially lead to selection of cultivars with modulated terpene profiles. The study highlights the impact of VvTPS gene duplication and copy number variation on terpene accumulation in grapevine.
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Affiliation(s)
- Robin Nicole Bosman
- South African Grape and Wine Research Institute, Stellenbosch University, Stellenbosch, South Africa
| | | | - Danielle Lisa November
- South African Grape and Wine Research Institute, Stellenbosch University, Stellenbosch, South Africa
| | - Phyllis Burger
- Department for Crop Development, Agricultural Research Council - Infruitec-Nietvoorbij, Stellenbosch, South Africa
| | - Justin Graham Lashbrooke
- South African Grape and Wine Research Institute, Stellenbosch University, Stellenbosch, South Africa
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7
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Mathiazhagan M, Chidambara B, Hunashikatti LR, Ravishankar KV. Genomic Approaches for Improvement of Tropical Fruits: Fruit Quality, Shelf Life and Nutrient Content. Genes (Basel) 2021; 12:1881. [PMID: 34946829 PMCID: PMC8701245 DOI: 10.3390/genes12121881] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 10/23/2021] [Accepted: 11/16/2021] [Indexed: 12/17/2022] Open
Abstract
The breeding of tropical fruit trees for improving fruit traits is complicated, due to the long juvenile phase, generation cycle, parthenocarpy, polyploidy, polyembryony, heterozygosity and biotic and abiotic factors, as well as a lack of good genomic resources. Many molecular techniques have recently evolved to assist and hasten conventional breeding efforts. Molecular markers linked to fruit development and fruit quality traits such as fruit shape, size, texture, aroma, peel and pulp colour were identified in tropical fruit crops, facilitating Marker-assisted breeding (MAB). An increase in the availability of genome sequences of tropical fruits further aided in the discovery of SNP variants/Indels, QTLs and genes that can ascertain the genetic determinants of fruit characters. Through multi-omics approaches such as genomics, transcriptomics, metabolomics and proteomics, the identification and quantification of transcripts, including non-coding RNAs, involved in sugar metabolism, fruit development and ripening, shelf life, and the biotic and abiotic stress that impacts fruit quality were made possible. Utilizing genomic assisted breeding methods such as genome wide association (GWAS), genomic selection (GS) and genetic modifications using CRISPR/Cas9 and transgenics has paved the way to studying gene function and developing cultivars with desirable fruit traits by overcoming long breeding cycles. Such comprehensive multi-omics approaches related to fruit characters in tropical fruits and their applications in breeding strategies and crop improvement are reviewed, discussed and presented here.
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Affiliation(s)
| | | | | | - Kundapura V. Ravishankar
- Division of Basic Sciences, ICAR Indian Institute of Horticultural Research, Hessaraghatta Lake Post, Bengaluru 560089, India; (M.M.); (B.C.); (L.R.H.)
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8
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Diversification of mandarin citrus by hybrid speciation and apomixis. Nat Commun 2021; 12:4377. [PMID: 34312382 PMCID: PMC8313541 DOI: 10.1038/s41467-021-24653-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 06/25/2021] [Indexed: 02/06/2023] Open
Abstract
The origin and dispersal of cultivated and wild mandarin and related citrus are poorly understood. Here, comparative genome analysis of 69 new east Asian genomes and other mainland Asian citrus reveals a previously unrecognized wild sexual species native to the Ryukyu Islands: C. ryukyuensis sp. nov. The taxonomic complexity of east Asian mandarins then collapses to a satisfying simplicity, accounting for tachibana, shiikuwasha, and other traditional Ryukyuan mandarin types as homoploid hybrid species formed by combining C. ryukyuensis with various mainland mandarins. These hybrid species reproduce clonally by apomictic seed, a trait shared with oranges, grapefruits, lemons and many cultivated mandarins. We trace the origin of apomixis alleles in citrus to mangshanyeju wild mandarins, which played a central role in citrus domestication via adaptive wild introgression. Our results provide a coherent biogeographic framework for understanding the diversity and domestication of mandarin-type citrus through speciation, admixture, and rapid diffusion of apomictic reproduction.
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9
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Barbey CR, Hogshead MH, Harrison B, Schwartz AE, Verma S, Oh Y, Lee S, Folta KM, Whitaker VM. Genetic Analysis of Methyl Anthranilate, Mesifurane, Linalool, and Other Flavor Compounds in Cultivated Strawberry ( Fragaria × ananassa). FRONTIERS IN PLANT SCIENCE 2021; 12:615749. [PMID: 34093602 PMCID: PMC8170412 DOI: 10.3389/fpls.2021.615749] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 03/30/2021] [Indexed: 05/27/2023]
Abstract
The cultivated strawberry (Fragaria × ananassa) is an economically important fruit crop that is intensively bred for improved sensory qualities. The diversity of fruit flavors and aromas in strawberry results mainly from the interactions of sugars, acids, and volatile organic compounds (VOCs) that are derived from diverse biochemical pathways influenced by the expression of many genes. This study integrates multiomic analyses to identify QTL and candidate genes for multiple aroma compounds in a complex strawberry breeding population. Novel fruit volatile QTL was discovered for methyl anthranilate, methyl 2-hexenoate, methyl 2-methylbutyrate, mesifurane, and a shared QTL on Chr 3 was found for nine monoterpene and sesquiterpene compounds, including linalool, 3-carene, β-phellandrene, α-limonene, linalool oxide, nerolidol, α-caryophellene, α-farnesene, and β-farnesene. Fruit transcriptomes from a subset of 64 individuals were used to support candidate gene identification. For methyl esters including the grape-like methyl anthranilate, a novel ANTHANILIC ACID METHYL TRANSFERASE-like gene was identified. Two mesifurane QTL correspond with the known biosynthesis gene O-METHYL TRANSFERASE 1 and a novel FURANEOL GLUCOSYLTRANSFERASE. The shared terpene QTL contains multiple fruit-expressed terpenoid pathway-related genes including NEROLIDOL SYNTHASE 1 (FanNES1). The abundance of linalool and other monoterpenes is partially governed by a co-segregating expression-QTL (eQTL) for FanNES1 transcript variation, and there is additional evidence for quantitative effects from other terpenoid-pathway genes in this narrow genomic region. These QTLs present new opportunities in breeding for improved flavor in commercial strawberry.
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Affiliation(s)
- Christopher R. Barbey
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Maxwell H. Hogshead
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Benjamin Harrison
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Anne E. Schwartz
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Sujeet Verma
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Youngjae Oh
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Seonghee Lee
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Kevin M. Folta
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Vance M. Whitaker
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
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10
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Barbey CR, Hogshead MH, Harrison B, Schwartz AE, Verma S, Oh Y, Lee S, Folta KM, Whitaker VM. Genetic Analysis of Methyl Anthranilate, Mesifurane, Linalool, and Other Flavor Compounds in Cultivated Strawberry ( Fragaria × ananassa). FRONTIERS IN PLANT SCIENCE 2021; 12:615749. [PMID: 34093602 DOI: 10.1101/2020.10.07.330001v1.full] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 03/30/2021] [Indexed: 05/27/2023]
Abstract
The cultivated strawberry (Fragaria × ananassa) is an economically important fruit crop that is intensively bred for improved sensory qualities. The diversity of fruit flavors and aromas in strawberry results mainly from the interactions of sugars, acids, and volatile organic compounds (VOCs) that are derived from diverse biochemical pathways influenced by the expression of many genes. This study integrates multiomic analyses to identify QTL and candidate genes for multiple aroma compounds in a complex strawberry breeding population. Novel fruit volatile QTL was discovered for methyl anthranilate, methyl 2-hexenoate, methyl 2-methylbutyrate, mesifurane, and a shared QTL on Chr 3 was found for nine monoterpene and sesquiterpene compounds, including linalool, 3-carene, β-phellandrene, α-limonene, linalool oxide, nerolidol, α-caryophellene, α-farnesene, and β-farnesene. Fruit transcriptomes from a subset of 64 individuals were used to support candidate gene identification. For methyl esters including the grape-like methyl anthranilate, a novel ANTHANILIC ACID METHYL TRANSFERASE-like gene was identified. Two mesifurane QTL correspond with the known biosynthesis gene O-METHYL TRANSFERASE 1 and a novel FURANEOL GLUCOSYLTRANSFERASE. The shared terpene QTL contains multiple fruit-expressed terpenoid pathway-related genes including NEROLIDOL SYNTHASE 1 (FanNES1). The abundance of linalool and other monoterpenes is partially governed by a co-segregating expression-QTL (eQTL) for FanNES1 transcript variation, and there is additional evidence for quantitative effects from other terpenoid-pathway genes in this narrow genomic region. These QTLs present new opportunities in breeding for improved flavor in commercial strawberry.
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Affiliation(s)
- Christopher R Barbey
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Maxwell H Hogshead
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Benjamin Harrison
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Anne E Schwartz
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Sujeet Verma
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Youngjae Oh
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Seonghee Lee
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Kevin M Folta
- Horticultural Sciences Department, University of Florida, Gainesville, FL, United States
| | - Vance M Whitaker
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
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11
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Mou J, Zhang Z, Qiu H, Lu Y, Zhu X, Fan Z, Zhang Q, Ye J, Fernie AR, Cheng Y, Deng X, Wen W. Multiomics-based dissection of citrus flavonoid metabolism using a Citrus reticulata × Poncirus trifoliata population. HORTICULTURE RESEARCH 2021; 8:56. [PMID: 33642588 PMCID: PMC7917093 DOI: 10.1038/s41438-021-00472-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 11/25/2020] [Accepted: 12/03/2020] [Indexed: 05/20/2023]
Abstract
Deciphering the genetic basis of plant secondary metabolism will provide useful insights for genetic improvement and enhance our fundamental understanding of plant biological processes. Although citrus plants are among the most important fruit crops worldwide, the genetic basis of secondary metabolism in these plants is largely unknown. Here, we use a high-density linkage map to dissect large-scale flavonoid metabolic traits measured in different tissues (young leaf, old leaf, mature pericarp, and mature pulp) of an F1 pseudo-testcross citrus population. We detected 80 flavonoids in this population and identified 138 quantitative trait loci (QTLs) for 57 flavonoids in these four tissues. Based on transcriptional profiling and functional annotation, twenty-one candidate genes were identified, and one gene encoding flavanone 3-hydroxylase (F3H) was functionally verified to result in naturally occurring variation in dihydrokaempferol content through genetic variations in its promoter and coding regions. The abundant data resources collected for diverse citrus germplasms here lay the foundation for complete characterization of the citrus flavonoid biosynthetic pathway and will thereby promote efficient utilization of metabolites in citrus quality improvement.
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Affiliation(s)
- Jiaolin Mou
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Zhehui Zhang
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Haiji Qiu
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Yang Lu
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xiang Zhu
- Thermo Fisher Scientific, Shanghai, 201206, China
| | - Ziquan Fan
- Thermo Fisher Scientific, Shanghai, 201206, China
| | - Qinghua Zhang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Junli Ye
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Alisdair R Fernie
- Max-Planck-Institute of Molecular Plant Physiology, Am Müehlenberg 1, 14476, Potsdam-Golm, Germany
| | - Yunjiang Cheng
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xiuxin Deng
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China.
| | - Weiwei Wen
- Key Laboratory of Horticultural Plant Biology, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China.
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12
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Xia QM, Miao LK, Xie KD, Yin ZP, Wu XM, Chen CL, Grosser JW, Guo WW. Localization and characterization of Citrus centromeres by combining half-tetrad analysis and CenH3-associated sequence profiling. PLANT CELL REPORTS 2020; 39:1609-1622. [PMID: 32897396 DOI: 10.1007/s00299-020-02587-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Accepted: 08/26/2020] [Indexed: 06/11/2023]
Abstract
The physical locations of citrus centromere are revealed by combining genetic and immunological assays for the first time and nine citrus centromere-specific markers for cytogenetics are mined. Centromere localization is challenging, because highly redundant repetitive sequences in centromeric regions make sequence assembly difficult. Although several citrus genomes have been released, the centromeric regions and their characteristics remain to be elucidated. Here, we mapped citrus centromeres through half-tetrad analysis (HTA) that included the genotyping of 54 tetraploid hybrids derived from 2n megagametophytes of Nadorcott tangor with 212 single nucleotide polymorphism (SNP) markers. The sizes of centromeric regions, which estimated based on the heterozygosity restitution rate pattern along the chromosomes, ranged from 1.12 to 18.19 Mb. We also profiled the binding sequences with the centromere-specific histone variant CenH3 by chromatin immunoprecipitation sequencing (ChIP-seq). Based on the positions of the top ten CenH3-enriched contigs, the sizes of centromeric regions were estimated to range from 0.01 to 7.60 Mb and were either adjacent to or included in the centromeric regions identified by HTA. We used DNA probes from two repeats selected from the centromeric regions and seven CenH3-binding centromeric repeats to verify centromeric locations by fluorescence in situ hybridization (FISH). Centromere localization in citrus will contribute to the mining of centromeric/pericentromeric markers, thus to facilitate the rapid identification of mechanisms underlying 2n gamete formation and serve the polyploidy breeding.
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Affiliation(s)
- Qiang-Ming Xia
- Key Laboratory of Horticultural Plant Biology (Ministry of Education), College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Lu-Ke Miao
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan, 430070, China
| | - Kai-Dong Xie
- Key Laboratory of Horticultural Plant Biology (Ministry of Education), College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China.
| | - Zhao-Ping Yin
- Key Laboratory of Horticultural Plant Biology (Ministry of Education), College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xiao-Meng Wu
- Key Laboratory of Horticultural Plant Biology (Ministry of Education), College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Chun-Li Chen
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jude W Grosser
- Citrus Research and Education Center, University of Florida, 700 Experiment Station Road, Lake Alfred, FL, 33850, USA
| | - Wen-Wu Guo
- Key Laboratory of Horticultural Plant Biology (Ministry of Education), College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
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Sater HM, Bizzio LN, Tieman DM, Muñoz PD. A Review of the Fruit Volatiles Found in Blueberry and Other Vaccinium Species. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:5777-5786. [PMID: 32363872 DOI: 10.1021/acs.jafc.0c01445] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Variations in volatile organic compound (VOC) type and content can result in noticeable differences in fruit aroma. The genus Vaccinium encompasses over 500 distinct species of berry-producing plants, several of which are important to commercial horticulture. Understanding which VOCs are produced by different members of this genus could greatly aid efforts to improve the aroma of multiple Vaccinium crops by breeding for desirable fruit volatiles. This review summarizes the published research available on this topic, examining prior work done to characterize the volatile profiles of blueberries, cranberries, bilberries, lingonberries, whortleberries, and other Vaccinium berries. In addition, analytical methodologies used to obtain Vaccinium berry volatile profiles are discussed. Possible future directions for Vaccinium berry volatile research are also examined.
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Affiliation(s)
- Haley M Sater
- Hull Road Fifield Hall, Department of Horticultural Sciences, University of Florida, Gainesville, Florida 32611-7011, United States
| | - Lorenzo N Bizzio
- Hull Road Fifield Hall, Department of Horticultural Sciences, University of Florida, Gainesville, Florida 32611-7011, United States
| | - Denise M Tieman
- Hull Road Fifield Hall, Department of Horticultural Sciences, University of Florida, Gainesville, Florida 32611-7011, United States
| | - Patricio D Muñoz
- Hull Road Fifield Hall, Department of Horticultural Sciences, University of Florida, Gainesville, Florida 32611-7011, United States
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14
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Citrus Taste Modification Potentials by Genetic Engineering. Int J Mol Sci 2019; 20:ijms20246194. [PMID: 31817978 PMCID: PMC6940753 DOI: 10.3390/ijms20246194] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 11/25/2019] [Accepted: 12/04/2019] [Indexed: 12/22/2022] Open
Abstract
Citrus fruits are mainly consumed as fresh fruit and processed juice products. They serve as nutritional and a tasty diet in our daily life. However, the formidable bitterness and delayed bitterness significantly impact the citrus industry attributable to the two major bitter compounds naringin and limonin. The extremely sour and acidic also negatively affects the sensory quality of citrus products. Citrus breeding programs have developed different strategies to improve citrus quality and a wealth of studies have aimed to uncover the genetic and biochemical basis of citrus flavor. In this minireview, we outline the major genes characterized to be involved in pathways shaping the sweet, bitter, or sour taste in citrus, and discuss briefly about the possible approaches to modify citrus taste by genetic engineering.
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15
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Yu Q, Huang M, Jia H, Yu Y, Plotto A, Baldwin EA, Bai J, Wang N, Gmitter Jr FG. Deficiency of valencene in mandarin hybrids is associated with a deletion in the promoter region of the valencene synthase gene. BMC PLANT BIOLOGY 2019; 19:101. [PMID: 30866831 PMCID: PMC6417135 DOI: 10.1186/s12870-019-1701-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 03/06/2019] [Indexed: 05/20/2023]
Abstract
BACKGROUND Valencene is a major sesquiterpene in citrus oil and biosynthesized by valencene synthase (Cstps1; EC: 4.2.3.73) from the 15-carbon substrate farnesyl diphosphate. It is abundant in juice of some mandarins (e.g. Citrus reticulata Blanco cv. Fortune), however, it is undetectable in others (e.g. C. reticulata Blanco cv. Murcott), We have discovered that the Murcott mandarin Cstps1 gene expression is severely reduced. A previous genetic mapping study using an F1 population of Fortune × Murcott found that the segregation of valencene production in fruit exhibited a Mendelian inheritance ratio of 1:1. There was only one dominant locus associated with valencene content detected on the mandarin genetic map. The goal of this study was to understand the molecular mechanism underlying the valencene deficiency observed in some citrus hybrids. RESULTS There was a clear relationship between presence or absence of the valencene synthase gene (Cstps1) expression, and presence or absence of valencene among randomly selected mandarin hybrids. Cloning the coding regions of Cstps1 from Fortune and Murcott mandarin, and aligning with previous reported Valencia orange Cstps1 sequence, showed that they both exhibited extremely high similarity with the known Cstps1. By further cloning and analyzing the promoter region of Cstps1 from Valencia, Fortune and Murcott, a 12-nucleotide deletion at approximately - 270 bp from the Cstps1 coding region was only found in Murcott. Three binary vectors, designated as p1380-FortP-GUSin, p1380-MurcP-GUSin and p1380-MurcP(+ 12)-GUSin, were developed for promoter activity analysis. Transient over-expression of Fortune Cstps1 promoter in sweet orange showed notable GUS activity, but the Murcott Cstps1 promoter did not. In addition, by re-inserting the 12-nucleotide fragment, the activity of the Murcott Cstps1 promoter was mostly recovered. CONCLUSION The deficiency of valencene production in some mandarins is probably due to a 12-nucleotide deletion in the promoter region of the Cstps1, which could be a crucial switch of Cstps1 transcription. Our results further enhanced the understanding of valencene biosynthesis in citrus.
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Affiliation(s)
- Qibin Yu
- University of Florida, Institute of Food and Agricultural Sciences, Citrus Research and Education Center, Lake Alfred, FL 33850 USA
| | - Ming Huang
- University of Florida, Institute of Food and Agricultural Sciences, Citrus Research and Education Center, Lake Alfred, FL 33850 USA
| | - Hongge Jia
- University of Florida, Institute of Food and Agricultural Sciences, Citrus Research and Education Center, Lake Alfred, FL 33850 USA
| | - Yuan Yu
- University of Florida, Institute of Food and Agricultural Sciences, Citrus Research and Education Center, Lake Alfred, FL 33850 USA
| | - Anne Plotto
- USDA-ARS Horticultural Research Laboratory, Fort Pierce, FL 34945 USA
| | | | - Jinhe Bai
- USDA-ARS Horticultural Research Laboratory, Fort Pierce, FL 34945 USA
| | - Nian Wang
- University of Florida, Institute of Food and Agricultural Sciences, Citrus Research and Education Center, Lake Alfred, FL 33850 USA
| | - Frederick G. Gmitter Jr
- University of Florida, Institute of Food and Agricultural Sciences, Citrus Research and Education Center, Lake Alfred, FL 33850 USA
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16
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Roccia A, Hibrand-Saint Oyant L, Cavel E, Caissard JC, Machenaud J, Thouroude T, Jeauffre J, Bony A, Dubois A, Vergne P, Szécsi J, Foucher F, Bendahmane M, Baudino S. Biosynthesis of 2-Phenylethanol in Rose Petals Is Linked to the Expression of One Allele of RhPAAS. PLANT PHYSIOLOGY 2019; 179:1064-1079. [PMID: 30622153 PMCID: PMC6393788 DOI: 10.1104/pp.18.01468] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 12/20/2018] [Indexed: 05/23/2023]
Abstract
Floral scent is one of the most important characters in horticultural plants. Roses (Rosa spp.) have been cultivated for their scent since antiquity. However, probably by selecting for cultivars with long vase life, breeders have lost the fragrant character in many modern roses, especially the ones bred for the cut flower market. The genetic inheritance of scent characters has remained elusive so far. In-depth knowledge of this quantitative trait is thus very much needed to breed more fragrant commercial cultivars. Furthermore, rose hybrids harbor a composite genomic structure, which complexifies quantitative trait studies. To understand rose scent inheritance, we characterized a segregating population from two diploid cultivars, Rosa × hybrida cv H190 and Rosa wichurana, which have contrasting scent profiles. Several quantitative trait loci for the major volatile compounds in this progeny were identified. One among these loci contributing to the production of 2-phenylethanol, responsible for the characteristic odor of rose, was found to be colocalized with a candidate gene belonging to the 2-phenylethanol biosynthesis pathway: the PHENYLACETALDEHYDE SYNTHASE gene RhPAAS An in-depth allele-specific expression analysis in the progeny demonstrated that only one allele was highly expressed and was responsible for the production of 2-phenylethanol. Unexpectedly, its expression was found to start early during flower development, before the production of the volatile 2-phenylethanol, leading to the accumulation of glycosylated compounds in petals.
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Affiliation(s)
- Aymeric Roccia
- Université Lyon, Université Saint-Etienne, Centre National de la Recherche Scientifique, Laboratoire de Biotechnologies Végétales appliquées aux Plantes Aromatiques et Médicinales, FRE 3727, F-42023 Saint-Etienne, France
- Laboratoire Reproduction et Développement des Plantes, Université Lyon, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon 1, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, F-69342 Lyon, France
| | - Laurence Hibrand-Saint Oyant
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, Institut National de la Recherche Agronomique, Université d'Angers, Structure Fédérative de Recherche 4207 Qualité et Santé du végétal, 49071 Beaucouzé, France
| | - Emilie Cavel
- Université Lyon, Université Saint-Etienne, Centre National de la Recherche Scientifique, Laboratoire de Biotechnologies Végétales appliquées aux Plantes Aromatiques et Médicinales, FRE 3727, F-42023 Saint-Etienne, France
| | - Jean-Claude Caissard
- Université Lyon, Université Saint-Etienne, Centre National de la Recherche Scientifique, Laboratoire de Biotechnologies Végétales appliquées aux Plantes Aromatiques et Médicinales, FRE 3727, F-42023 Saint-Etienne, France
| | - Jana Machenaud
- Université Lyon, Université Saint-Etienne, Centre National de la Recherche Scientifique, Laboratoire de Biotechnologies Végétales appliquées aux Plantes Aromatiques et Médicinales, FRE 3727, F-42023 Saint-Etienne, France
| | - Tatiana Thouroude
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, Institut National de la Recherche Agronomique, Université d'Angers, Structure Fédérative de Recherche 4207 Qualité et Santé du végétal, 49071 Beaucouzé, France
| | - Julien Jeauffre
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, Institut National de la Recherche Agronomique, Université d'Angers, Structure Fédérative de Recherche 4207 Qualité et Santé du végétal, 49071 Beaucouzé, France
| | - Aurélie Bony
- Université Lyon, Université Saint-Etienne, Centre National de la Recherche Scientifique, Laboratoire de Biotechnologies Végétales appliquées aux Plantes Aromatiques et Médicinales, FRE 3727, F-42023 Saint-Etienne, France
| | - Annick Dubois
- Laboratoire Reproduction et Développement des Plantes, Université Lyon, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon 1, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, F-69342 Lyon, France
| | - Philippe Vergne
- Laboratoire Reproduction et Développement des Plantes, Université Lyon, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon 1, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, F-69342 Lyon, France
| | - Judit Szécsi
- Laboratoire Reproduction et Développement des Plantes, Université Lyon, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon 1, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, F-69342 Lyon, France
| | - Fabrice Foucher
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, Institut National de la Recherche Agronomique, Université d'Angers, Structure Fédérative de Recherche 4207 Qualité et Santé du végétal, 49071 Beaucouzé, France
| | - Mohammed Bendahmane
- Laboratoire Reproduction et Développement des Plantes, Université Lyon, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon 1, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, F-69342 Lyon, France
| | - Sylvie Baudino
- Université Lyon, Université Saint-Etienne, Centre National de la Recherche Scientifique, Laboratoire de Biotechnologies Végétales appliquées aux Plantes Aromatiques et Médicinales, FRE 3727, F-42023 Saint-Etienne, France
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Huang M, Roose ML, Yu Q, Du D, Yu Y, Zhang Y, Deng Z, Stover E, Gmitter FG. Construction of High-Density Genetic Maps and Detection of QTLs Associated With Huanglongbing Tolerance in Citrus. FRONTIERS IN PLANT SCIENCE 2018; 9:1694. [PMID: 30542355 PMCID: PMC6278636 DOI: 10.3389/fpls.2018.01694] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 10/31/2018] [Indexed: 05/29/2023]
Abstract
Huanglongbing (HLB), or citrus greening, is the most devastating disease in citrus worldwide. Commercial citrus varieties including sweet orange (Citrus sinensis) are highly susceptible to HLB, and trifoliate orange (Poncirus trifoliata, a close Citrus relative) is widely considered resistant or highly tolerant to HLB. In this study, an intergeneric F1 population of sweet orange and trifoliate orange was genotyped by Genotyping-by-Sequencing, and high-density SNP-based genetic maps were constructed separately for trifoliate orange and sweet orange. The two genetic maps exhibited high synteny and high coverage of the citrus genome. Progenies of the F1 population and their parents were planted in a replicated field trial, exposed to intense HLB pressure for 3 years, and then evaluated for susceptibility to HLB over 2 years. The F1 population exhibited a wide range in severity of HLB foliar symptom and canopy damage. Genome-wide QTL analysis based on the phenotypic data of foliar symptom and canopy damage in 2 years identified three clusters of repeatable QTLs in trifoliate orange linkage groups LG-t6, LG-t8 and LG-t9. Co-localization of QTLs for two traits was observed within all three regions. Additionally, one cluster of QTLs in sweet orange (linkage group LG-s7) was also detected. The majority of the identified QTLs each explained 18-30% of the phenotypic variation, indicating their major role in determining HLB responses. These results show, for the first time, a quantitative genetic nature yet the presence of major loci for the HLB tolerance in trifoliate orange. The results suggest that sweet orange also contains useful genetic factor(s) for improving HLB tolerance in commercial citrus varieties. Findings from this study should be very valuable and timely to researchers worldwide as they are hastily searching for genetic solutions to the devastating HLB crisis through breeding, genetic engineering, or genome editing.
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Affiliation(s)
- Ming Huang
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Mikeal L. Roose
- Department of Botany and Plant Sciences, University of California, Riverside, Riverside, CA, United States
| | - Qibin Yu
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Dongliang Du
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Yuan Yu
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Yi Zhang
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Zhanao Deng
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Ed Stover
- United States Horticultural Research Laboratory, Agricultural Research Service, United States Department of Agriculture, Fort Pierce, FL, United States
| | - Frederick G. Gmitter
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
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18
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Huang M, Roose ML, Yu Q, Du D, Yu Y, Zhang Y, Deng Z, Stover E, Gmitter FG. Construction of High-Density Genetic Maps and Detection of QTLs Associated With Huanglongbing Tolerance in Citrus. FRONTIERS IN PLANT SCIENCE 2018. [PMID: 30542355 DOI: 10.1101/330753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Huanglongbing (HLB), or citrus greening, is the most devastating disease in citrus worldwide. Commercial citrus varieties including sweet orange (Citrus sinensis) are highly susceptible to HLB, and trifoliate orange (Poncirus trifoliata, a close Citrus relative) is widely considered resistant or highly tolerant to HLB. In this study, an intergeneric F1 population of sweet orange and trifoliate orange was genotyped by Genotyping-by-Sequencing, and high-density SNP-based genetic maps were constructed separately for trifoliate orange and sweet orange. The two genetic maps exhibited high synteny and high coverage of the citrus genome. Progenies of the F1 population and their parents were planted in a replicated field trial, exposed to intense HLB pressure for 3 years, and then evaluated for susceptibility to HLB over 2 years. The F1 population exhibited a wide range in severity of HLB foliar symptom and canopy damage. Genome-wide QTL analysis based on the phenotypic data of foliar symptom and canopy damage in 2 years identified three clusters of repeatable QTLs in trifoliate orange linkage groups LG-t6, LG-t8 and LG-t9. Co-localization of QTLs for two traits was observed within all three regions. Additionally, one cluster of QTLs in sweet orange (linkage group LG-s7) was also detected. The majority of the identified QTLs each explained 18-30% of the phenotypic variation, indicating their major role in determining HLB responses. These results show, for the first time, a quantitative genetic nature yet the presence of major loci for the HLB tolerance in trifoliate orange. The results suggest that sweet orange also contains useful genetic factor(s) for improving HLB tolerance in commercial citrus varieties. Findings from this study should be very valuable and timely to researchers worldwide as they are hastily searching for genetic solutions to the devastating HLB crisis through breeding, genetic engineering, or genome editing.
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Affiliation(s)
- Ming Huang
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Mikeal L Roose
- Department of Botany and Plant Sciences, University of California, Riverside, Riverside, CA, United States
| | - Qibin Yu
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Dongliang Du
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Yuan Yu
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Yi Zhang
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
| | - Zhanao Deng
- Gulf Coast Research and Education Center, University of Florida, Wimauma, FL, United States
| | - Ed Stover
- United States Horticultural Research Laboratory, Agricultural Research Service, United States Department of Agriculture, Fort Pierce, FL, United States
| | - Frederick G Gmitter
- Citrus Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Lake Alfred, FL, United States
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