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Zhang D, Luo M, Guan W, Ding X, Liao B, Su H, Huang J, Bai J, Qiu X, Huang Z, Gong L. Conservation Strategies for Aquilaria sinensis: Insights from DNA Barcoding and ISSR Markers. PLANT FOODS FOR HUMAN NUTRITION (DORDRECHT, NETHERLANDS) 2024; 79:425-431. [PMID: 38383946 DOI: 10.1007/s11130-024-01156-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/01/2024] [Indexed: 02/23/2024]
Abstract
The evergreen tree species Aquilaria sinensis holds significant economic importance due to its specific medicinal values and increasing market demand. However, the unrestricted illegal exploitation of its wild population poses a threat to its survival. This study aims to contribute to the conservation efforts of A. sinensis by constructing a library database of DNA barcodes, including two chloroplast genes (psbA-trnH and matK) and two nuclear genes (ITS and ITS2). Additionally, the genetic diversity and structure were estimated using inter-simple sequence repeats (ISSR) markers. Four barcodes of 57 collections gained 194 sequences, and 1371 polymorphic bands (98.63%) were observed using DNA ISSR fingerprinting. The Nei's gene diversity (H) of A. sinensis at the species level is 0.2132, while the Shannon information index (I) is 0.3128. The analysis of molecular variance revealed a large significant proportion of total genetic variations and differentiation among populations (Gst = 0.4219), despite a relatively gene flow (Nm = 0.6853) among populations, which were divided into two groups by cluster analysis. There was a close genetic relationship among populations with distances of 0.0845 to 0.5555. This study provides evidence of the efficacy and dependability of establishing a DNA barcode database and using ISSR markers to assess the extent of genetic diversity A. sinensis. Preserving the genetic resources through the conservation of existing populations offers a valuable proposition. The effective utilization of these resources will be further deliberated in subsequent breeding endeavors, with the potential to breed agarwood commercial lines.
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Affiliation(s)
- Danchun Zhang
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
| | - Manjun Luo
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
| | - Wan Guan
- Luqiao Hospital, Taizhou Enze Medical Center (Group), Taizhou, Zhejiang, China
| | - XiaoXia Ding
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Baosheng Liao
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
| | - He Su
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
| | - Juan Huang
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
| | - Junqi Bai
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xiaohui Qiu
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China
| | - Zhihai Huang
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China.
- Key Laboratory of Quality Evaluation of Chinese Medicine of the Guangdong Provincial Medical Products Administration, Guangzhou, Guangdong, China.
| | - Lu Gong
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China.
- Key Laboratory of Quality Evaluation of Chinese Medicine of the Guangdong Provincial Medical Products Administration, Guangzhou, Guangdong, China.
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Alahakoon D, Fennell A, Helget Z, Bates T, Karn A, Manns D, Mansfield AK, Reisch BI, Sacks G, Sun Q, Zou C, Cadle-Davidson L, Londo JP. Berry Anthocyanin, Acid, and Volatile Trait Analyses in a Grapevine-Interspecific F2 Population Using an Integrated GBS and rhAmpSeq Genetic Map. PLANTS (BASEL, SWITZERLAND) 2022; 11:696. [PMID: 35270166 PMCID: PMC8912348 DOI: 10.3390/plants11050696] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 02/21/2022] [Accepted: 02/24/2022] [Indexed: 11/29/2022]
Abstract
Increased map density and transferability of markers are essential for the genetic analysis of fruit quality and stress tolerance in interspecific grapevine populations. We used 1449 GBS and 2000 rhAmpSeq markers to develop a dense map for an interspecific F2 population (VRS-F2) that was derived by selfing a single F1 from a Vitis riparia x 'Seyval blanc' cross. The resultant map contained 2519 markers spanning 1131.3 cM and was highly collinear with the Vitis vinifera 'PN40024' genome. Quantitative trait loci (QTL) for berry skin color and flower type were used to validate the map. Four rhAmpSeq transferable markers were identified that can be used in pairs (one pistillate and one hermaphroditic) to predict pistillate and hermaphrodite flower type with ≥99.7% accuracy. Total and individual anthocyanin diglucoside QTL mapped to chromosome 9 near a 5-O-GLUCOSYLTRANSFERASE candidate gene. Malic acid QTL were observed on chromosome 1 and 6 with two MALATE DEHYRDROGENASE CYTOPLASMIC 1 and ALUMINUM-ACTIVATED MALATE TRANSPORTER 2-LIKE (ALMT) candidate genes, respectively. Modeling malic acid identified a potential QTL on chromosome 8 with peak position in proximity of another ALMT. A first-ever reported QTL for the grassy smelling volatile (E)-2-hexenal was found on chromosome 2 with a PHOSPHOLIPID HYDROPEROXIDE GLUTATHIONE PEROXIDASE candidate gene near peak markers.
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Affiliation(s)
- Dilmini Alahakoon
- Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (D.A.); (Z.H.)
| | - Anne Fennell
- Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (D.A.); (Z.H.)
| | - Zachary Helget
- Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD 57007, USA; (D.A.); (Z.H.)
| | - Terry Bates
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA; (T.B.); (G.S.)
| | - Avinash Karn
- School of Integrative Plant Science, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA; (A.K.); (B.I.R.); (J.P.L.)
| | - David Manns
- Department of Food Science, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA; (D.M.); (A.K.M.)
| | - Anna Katharine Mansfield
- Department of Food Science, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA; (D.M.); (A.K.M.)
| | - Bruce I. Reisch
- School of Integrative Plant Science, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA; (A.K.); (B.I.R.); (J.P.L.)
| | - Gavin Sacks
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA; (T.B.); (G.S.)
| | - Qi Sun
- Computational Biology Service Unit, Life Sciences Core Laboratories Center, Cornell University, Ithaca, NY 14853, USA; (Q.S.); (C.Z.)
| | - Cheng Zou
- Computational Biology Service Unit, Life Sciences Core Laboratories Center, Cornell University, Ithaca, NY 14853, USA; (Q.S.); (C.Z.)
| | | | - Jason P. Londo
- School of Integrative Plant Science, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA; (A.K.); (B.I.R.); (J.P.L.)
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Men Y, Li JR, Shen HL, Yang YM, Fan ST, Li K, Guo YS, Lin H, Liu ZD, Guo XW. VaAPRT3 Gene is Associated With Sex Determination in Vitis amurensis. Front Genet 2022; 12:727260. [PMID: 35003203 PMCID: PMC8733387 DOI: 10.3389/fgene.2021.727260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 11/24/2021] [Indexed: 11/29/2022] Open
Abstract
In the past decade, progress has been made in sex determination mechanism in Vitis. However, genes responsible for sexual differentiation and its mechanism in V. amurensis remain unknown. Here, we identify a sex determination candidate gene coding adenine phosphoribosyl transferase 3 (VaAPRT3) in V. amurensis. Cloning and sequencing of the VaAPRT3 gene allowed us to develop a molecular marker able to discriminate female individuals from males or hermaphrodites based on a 22-bp InDel. Gene expression and endogenous cytokinin content analysis revealed that the VaAPRT3 gene is involved in sex determination or, to be precise, in female organ differentiation, through regulating cytokinin metabolism in V. amurensis. This study enlarged the understanding of sex determination mechanism in the genus Vitis, and the sex marker could be used as a helpful tool for sexual identification in breeding programs as well as in investigation and collection of V. amurensis germplasms.
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Affiliation(s)
- Yan Men
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
| | - Ji-Rui Li
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
| | - Hai-Lin Shen
- Institute of Pomology, Jilin Academy of Agricultural Science, Gongzhuling, China
| | - Yi-Ming Yang
- Institute of Special Wild Economic Animal and Plant Science, Chinese Academy of Agricultural Sciences, Changchun, China
| | - Shu-Tian Fan
- Institute of Special Wild Economic Animal and Plant Science, Chinese Academy of Agricultural Sciences, Changchun, China
| | - Kun Li
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
| | - Yin-Shan Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
| | - Hong Lin
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
| | - Zhen-Dong Liu
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
| | - Xiu-Wu Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang, China
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VviPLATZ1 is a major factor that controls female flower morphology determination in grapevine. Nat Commun 2021; 12:6995. [PMID: 34848714 PMCID: PMC8632994 DOI: 10.1038/s41467-021-27259-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 11/10/2021] [Indexed: 12/26/2022] Open
Abstract
Plant genetic sex determinants that mediate the transition to dioecy are predicted to be diverse, as this type of mating system independently evolved multiple times in angiosperms. Wild Vitis species are dioecious with individuals producing morphologically distinct female or male flowers; whereas, modern domesticated Vitis vinifera cultivars form hermaphrodite flowers capable of self-pollination. Here, we identify the VviPLATZ1 transcription factor as a key candidate female flower morphology factor that localizes to the Vitis SEX-DETERMINING REGION. The expression pattern of this gene correlates with the formation reflex stamens, a prominent morphological phenotype of female flowers. After generating CRISPR/Cas9 gene-edited alleles in a hermaphrodite genotype, phenotype analysis shows that individual homozygous lines produce flowers with reflex stamens. Taken together, our results demonstrate that loss of VviPLATZ1 function is a major factor that controls female flower morphology in Vitis. Unlike wild Vitis species, which produce either female or male flowers, modern grapevine cultivars form hermaphrodite flowers for self-pollination. Here, the authors report that the VviPLATZ1 (plant AT-rich sequence-and zinc-binding protein1) transcription factor functions in controlling female flower morphology determination.
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Abstract
We studied the grape sex-determining region (SDR) in 12 Vitis genomes and demonstrated its conservation across 556 genotypes including 193 accessions from 47 world-wide wild grapevine species and 363 accessions of cultivated grapevine. Although the grape SDR is recombination free in all wild species, we found two distinct hermaphrodite (H) haplotypes (H1 and H2) among the cultivated grapevines, both chimeras of male (M) and female (f) haplotypes. The two independent recombinations carry different genetic signatures which long predate the domestication of grapevine, suggesting independent evolutions of this trait in wild European grapevine gene pools prior to human domestication. Hermaphroditic (perfect) flowers were a key trait in grapevine domestication, enabling a drastic increase in yields due to the efficiency of self-pollination in the domesticated grapevine (Vitis vinifera L. ssp. vinifera). In contrast, all extant wild Vitis species are dioecious, each plant having only male or female flowers. In this study, we identified the male (M) and female (f) haplotypes of the sex-determining region (SDR) in the wild grapevine species V. cinerea and confirmed the boundaries of the SDR. We also demonstrated that the SDR and its boundaries are precisely conserved across the Vitis genus using shotgun resequencing data of 556 wild and domesticated accessions from North America, East Asia, and Europe. A high linkage disequilibrium was found at the SDR in all wild grape species, while different recombination signatures were observed along the hermaphrodite (H) haplotype of 363 cultivated accessions, revealing two distinct H haplotypes, named H1 and H2. To further examine the H2 haplotype, we sequenced the genome of two grapevine cultivars, 'Riesling' and 'Chardonnay'. By reconstructing the first two H2 haplotypes, we estimated the divergence time between H1 and H2 haplotypes at ∼6 million years ago, which predates the domestication of grapevine (∼8,000 y ago). Our findings emphasize the important role of recombination suppression in maintaining dioecy in wild grape species and lend additional support to the hypothesis that at least two independent recombination events led to the reversion to hermaphroditism in grapevine.
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Su K, Guo Y, Zhong W, Lin H, Liu Z, Li K, Li Y, Guo X. High-Density Genetic Linkage Map Construction and White Rot Resistance Quantitative Trait Loci Mapping for Genus Vitis Based on Restriction Site-Associated DNA Sequencing. PHYTOPATHOLOGY 2021; 111:659-670. [PMID: 33635092 DOI: 10.1094/phyto-12-19-0480-r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Grape white rot (Coniothyrium diplodiella) is a major fungal disease affecting grape yield and quality. Quantitative trait locus (QTL) analysis is an important method for studying important horticultural traits of grapevine. This study was conducted to construct a high-density map and conduct QTL mapping for grapevine white rot resistance. A mapping population with 177 genotypes was developed from interspecific hybridization of a white rot-resistant cultivar (Vitis vinifera × V. labrusca 'Zhuosexiang') and white rot-susceptible cultivar (V. vinifera 'Victoria'). Single-nucleotide polymorphism (SNP) markers were developed by restriction site-associated DNA sequencing. The female, male, and integrated maps contained 2,501, 4,110, and 6,249 SNP markers with average genetic distances of adjacent markers of 1.25, 0.77, and 0.50 cM, respectively. QTL mapping was conducted based on white rot resistance identification of 177 individuals in July and August of 2017 and 2018. Notably, one stable QTL related to white rot resistance was detected and located on linkage group LG14. The phenotypic variance ranged from 12.93 to 13.43%. An SNP marker (chr14_3929380), which cosegregated with white rot resistance, was discovered and shows potential for use in marker-assisted selection to generate new grapevine cultivars with resistance to white rot.
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Affiliation(s)
- Kai Su
- College of Horticulture, Shenyang Agricultural University, Shenyang 110866, People's Republic of China
| | - Yinshan Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang 110866, People's Republic of China
- National and Local Joint Engineering Research Center of Northern Horticultural Facilities Design and Application Technology, Shenyang 110866, People's Republic of China
| | - Weihao Zhong
- College of Horticulture, Shenyang Agricultural University, Shenyang 110866, People's Republic of China
| | - Hong Lin
- College of Horticulture, Shenyang Agricultural University, Shenyang 110866, People's Republic of China
| | - Zhendong Liu
- College of Horticulture, Shenyang Agricultural University, Shenyang 110866, People's Republic of China
| | - Kun Li
- College of Horticulture, Shenyang Agricultural University, Shenyang 110866, People's Republic of China
| | - Yuanyuan Li
- College of Horticulture Science and Engineering, Shandong Agricultural University, Shandong 271018, People's Republic of China
| | - Xiuwu Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang 110866, People's Republic of China
- National and Local Joint Engineering Research Center of Northern Horticultural Facilities Design and Application Technology, Shenyang 110866, People's Republic of China
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Badouin H, Velt A, Gindraud F, Flutre T, Dumas V, Vautrin S, Marande W, Corbi J, Sallet E, Ganofsky J, Santoni S, Guyot D, Ricciardelli E, Jepsen K, Käfer J, Berges H, Duchêne E, Picard F, Hugueney P, Tavares R, Bacilieri R, Rustenholz C, Marais GAB. The wild grape genome sequence provides insights into the transition from dioecy to hermaphroditism during grape domestication. Genome Biol 2020; 21:223. [PMID: 32892750 PMCID: PMC7487632 DOI: 10.1186/s13059-020-02131-y] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 08/05/2020] [Indexed: 12/22/2022] Open
Abstract
Background A key step in domestication of the grapevine was the transition from separate sexes (dioecy) in wild Vitis vinifera ssp. sylvestris (V. sylvestris) to hermaphroditism in cultivated Vitis vinifera ssp. sativa (V. vinifera). It is known that V. sylvestris has an XY system and V. vinifera a modified Y haplotype (Yh) and that the sex locus is small, but it has not previously been precisely characterized. Results We generate a high-quality de novo reference genome for V. sylvestris, onto which we map whole-genome re-sequencing data of a cross to locate the sex locus. Assembly of the full X, Y, and Yh haplotypes of V. sylvestris and V. vinifera sex locus and examining their gene content and expression profiles during flower development in wild and cultivated accessions show that truncation and deletion of tapetum and pollen development genes on the X haplotype likely causes male sterility, while the upregulation of a Y allele of a cytokinin regulator (APRT3) may cause female sterility. The downregulation of this cytokinin regulator in the Yh haplotype may be sufficient to trigger reversal to hermaphroditism. Molecular dating of X and Y haplotypes is consistent with the sex locus being as old as the Vitis genus, but the mechanism by which recombination was suppressed remains undetermined. Conclusions We describe the genomic and evolutionary characterization of the sex locus of cultivated and wild grapevine, providing a coherent model of sex determination in the latter and for transition from dioecy to hermaphroditism during domestication.
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Affiliation(s)
- Hélène Badouin
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France.
| | - Amandine Velt
- Université de Strasbourg, INRAE, SVQV UMR-A 1131, F-68000, Colmar, France
| | - François Gindraud
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France
| | - Timothée Flutre
- GQE-Le Moulon, INRAE, Univ. Paris-Sud, CNRS, AgroParisTech, Univ. Paris-Saclay, 91190, Gif-sur-Yvette, France
| | - Vincent Dumas
- Université de Strasbourg, INRAE, SVQV UMR-A 1131, F-68000, Colmar, France
| | - Sonia Vautrin
- INRAE, Centre National de Ressources Génomiques Végétales, F-31326, Castanet-Tolosan, France
| | - William Marande
- INRAE, Centre National de Ressources Génomiques Végétales, F-31326, Castanet-Tolosan, France
| | - Jonathan Corbi
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France
| | - Erika Sallet
- LIPM, Université de Toulouse, INRAE, CNRS, Castanet-Tolosan, France
| | - Jérémy Ganofsky
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France
| | - Sylvain Santoni
- INRAE, UMR AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | | | | | - Kristen Jepsen
- IGM Genomics Center, University of California, San Diego, La Jolla, CA, USA
| | - Jos Käfer
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France
| | - Hélène Berges
- INRAE, Centre National de Ressources Génomiques Végétales, F-31326, Castanet-Tolosan, France
| | - Eric Duchêne
- Université de Strasbourg, INRAE, SVQV UMR-A 1131, F-68000, Colmar, France
| | - Franck Picard
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France
| | - Philippe Hugueney
- Université de Strasbourg, INRAE, SVQV UMR-A 1131, F-68000, Colmar, France
| | - Raquel Tavares
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France
| | - Roberto Bacilieri
- INRAE, UMR AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France.
| | - Camille Rustenholz
- Université de Strasbourg, INRAE, SVQV UMR-A 1131, F-68000, Colmar, France.
| | - Gabriel A B Marais
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622, Villeurbanne, France.
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Su K, Xing H, Guo Y, Zhao F, Liu Z, Li K, Li Y, Guo X. High-density genetic linkage map construction and cane cold hardiness QTL mapping for Vitis based on restriction site-associated DNA sequencing. BMC Genomics 2020; 21:419. [PMID: 32571215 PMCID: PMC7310074 DOI: 10.1186/s12864-020-06836-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 06/16/2020] [Indexed: 11/28/2022] Open
Abstract
Background Cold hardiness is an important agronomic trait and can significantly affect grape production and quality. Until now, there are no reports focusing on cold hardiness quantitative trait loci (QTL) mapping. In this study, grapevine interspecific hybridisation was carried out with the maternal parent ‘Cabernet sauvignon’ and paternal parent ‘Zuoyouhong’. A total of 181 hybrid offspring and their parents were used as samples for restriction-site associated DNA sequencing (RAD). Grapevine cane phloem and xylem cold hardiness of the experimental material was detected using the low-temperature exotherm method in 2016, 2017 and 2018. QTL mapping was then conducted based on the integrated map. Results We constructed a high-density genetic linkage map with 16,076, 11,643, and 25,917 single-nucleotide polymorphism (SNP) markers anchored in the maternal, paternal, and integrated maps, respectively. The average genetic distances of adjacent markers in the maps were 0.65 cM, 0.77 cM, and 0.41 cM, respectively. Colinearity analysis was conducted by comparison with the grape reference genome and showed good performance. Six QTLs were identified based on the phenotypic data of 3 years and they were mapped on linkage group (LG) 2, LG3, and LG15. Based on QTL results, candidate genes which may be involved in grapevine cold hardiness were selected. Conclusions High-density linkage maps can facilitate grapevine fine QTL mapping, genome comparison, and sequence assembly. The cold hardiness QTL mapping and candidate gene discovery performed in this study provide an important reference for molecular-assisted selection in grapevine cold hardiness breeding.
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Affiliation(s)
- Kai Su
- College of Horticulture, Shenyang Agricultural University, Shenyang, P.R. China
| | - Huiyang Xing
- College of Horticulture, Shenyang Agricultural University, Shenyang, P.R. China
| | - Yinshan Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang, P.R. China. .,National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology, Shenyang, P.R. China.
| | - Fangyuan Zhao
- College of Horticulture, Shenyang Agricultural University, Shenyang, P.R. China
| | - Zhendong Liu
- College of Horticulture, Shenyang Agricultural University, Shenyang, P.R. China
| | - Kun Li
- College of Horticulture, Shenyang Agricultural University, Shenyang, P.R. China
| | - Yuanyuan Li
- College of Horticulture Science and Engineering, Shandong Agricultural University, Shandong, P.R. China
| | - Xiuwu Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang, P.R. China. .,National & Local Joint Engineering Research Center of Northern Horticultural Facilities Design & Application Technology, Shenyang, P.R. China.
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Ocarez N, Jiménez N, Núñez R, Perniola R, Marsico AD, Cardone MF, Bergamini C, Mejía N. Unraveling the Deep Genetic Architecture for Seedlessness in Grapevine and the Development and Validation of a New Set of Markers for VviAGL11-Based Gene-Assisted Selection. Genes (Basel) 2020; 11:E151. [PMID: 32019199 PMCID: PMC7074311 DOI: 10.3390/genes11020151] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 01/23/2020] [Accepted: 01/27/2020] [Indexed: 11/16/2022] Open
Abstract
Seedless inheritance has been considered a quasi-monogenic trait based on the VvAGL11 gene. An intragenic simple sequence repeat (SSR) marker, p3_VvAGL11, is currently used to opportunely discard seeded progeny, which represents up to 50% of seedlings to be established in the field. However, the rate of false positives remains significant, and this lack of accuracy might be due to a more complex genetic architecture, some intrinsic flaws of p3_VvAGL11, or potential recombination events between p3_VvAGL11 and the causal SNP located in the coding region. The purpose of this study was to update the genetic architecture of this trait in order to better understand its implications in breeding strategies. A total of 573 F1 individuals that segregate for seedlessness were genotyped with a 20K SNP chip and characterized phenotypically during four seasons for a fine QTL mapping analysis. Based on the molecular diversity of p3_VvAGL11 alleles, we redesigned this marker, and based on the causal SNP, we developed a qPCR-HRM marker for high-throughput and a Tetra-ARMS-PCR for simple predictive analyses. Up to 10 new QTLs were identified that describe the complex nature of seedlessness, corresponding to small but stable effects. The positive predictive value, based on VvAGL11 alone (0.647), was improved up to 0.814 when adding three small-effect QTLs in a multi-QTL additive model as a proof of concept. The new SSR, 5U_VviAGL11, is more informative and robust, and easier to analyze. However, we demonstrated that the association can be lost by intragenic recombination and that the e7_VviAGL11 SNP-based marker is thus more reliable and decreases the occurrence of false positives. This study highlights the bases of prediction failure based solely on a major gene and a reduced set of candidate genes, in addition to opportunities for molecular breeding following further and larger validation studies.
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Affiliation(s)
- Nallatt Ocarez
- Instituto de Investigaciones Agropecuarias (INIA), Centro Regional de Investigación La Platina, Santiago RM 8831314, Chile; (N.O.); (N.J.); (R.N.)
| | - Nicolás Jiménez
- Instituto de Investigaciones Agropecuarias (INIA), Centro Regional de Investigación La Platina, Santiago RM 8831314, Chile; (N.O.); (N.J.); (R.N.)
| | - Reynaldo Núñez
- Instituto de Investigaciones Agropecuarias (INIA), Centro Regional de Investigación La Platina, Santiago RM 8831314, Chile; (N.O.); (N.J.); (R.N.)
| | - Rocco Perniola
- Consiglio per la ricerca in agricoltura e l’analisi dell’economia agraria (CREA), Centro di ricerca Viticoltura ed Enologia, 70010 Sede di Turi (BA), Italy; (R.P.); (A.D.M.); (M.F.C.); (C.B.)
| | - Antonio Domenico Marsico
- Consiglio per la ricerca in agricoltura e l’analisi dell’economia agraria (CREA), Centro di ricerca Viticoltura ed Enologia, 70010 Sede di Turi (BA), Italy; (R.P.); (A.D.M.); (M.F.C.); (C.B.)
| | - Maria Francesca Cardone
- Consiglio per la ricerca in agricoltura e l’analisi dell’economia agraria (CREA), Centro di ricerca Viticoltura ed Enologia, 70010 Sede di Turi (BA), Italy; (R.P.); (A.D.M.); (M.F.C.); (C.B.)
| | - Carlo Bergamini
- Consiglio per la ricerca in agricoltura e l’analisi dell’economia agraria (CREA), Centro di ricerca Viticoltura ed Enologia, 70010 Sede di Turi (BA), Italy; (R.P.); (A.D.M.); (M.F.C.); (C.B.)
| | - Nilo Mejía
- Instituto de Investigaciones Agropecuarias (INIA), Centro Regional de Investigación La Platina, Santiago RM 8831314, Chile; (N.O.); (N.J.); (R.N.)
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10
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Construction of a High-Density Genetic Map and Mapping of Firmness in Grapes ( Vitis vinifera L.) Based on Whole-Genome Resequencing. Int J Mol Sci 2020; 21:ijms21030797. [PMID: 31991832 PMCID: PMC7037167 DOI: 10.3390/ijms21030797] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 01/22/2020] [Accepted: 01/22/2020] [Indexed: 12/14/2022] Open
Abstract
Berry firmness is one of the most important quality traits in table grapes. The underlying molecular and genetic mechanisms for berry firmness remain unclear. We constructed a high-density genetic map based on whole-genome resequencing to identify loci associated with berry firmness. The genetic map had 19 linkage groups, including 1662 bin markers (26,039 SNPs), covering 1463.38 cM, and the average inter-marker distance was 0.88 cM. An analysis of berry firmness in the F1 population and both parents for three consecutive years revealed continuous variability in F1, with a distribution close to the normal distribution. Based on the genetic map and phenotypic data, three potentially significant quantitative trait loci (QTLs) related to berry firmness were identified by composite interval mapping. The contribution rate of each QTL ranged from 21.5% to 28.6%. We identified four candidate genes associated with grape firmness, which are related to endoglucanase, abscisic acid (ABA), and transcription factors. A qRT-PCR analysis revealed that the expression of abscisic-aldehyde oxidase-like gene (VIT_18s0041g02410) and endoglucanase 3 gene (VIT_18s0089g00210) in Muscat Hamburg was higher than in Crimson Seedless at the veraison stage, which was consistent with that of parent berry firmness. These results confirmed that VIT_18s0041g02410 and VIT_18s0089g00210 are candidate genes associated with berry firmness.
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11
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Zou C, Karn A, Reisch B, Nguyen A, Sun Y, Bao Y, Campbell MS, Church D, Williams S, Xu X, Ledbetter CA, Patel S, Fennell A, Glaubitz JC, Clark M, Ware D, Londo JP, Sun Q, Cadle-Davidson L. Haplotyping the Vitis collinear core genome with rhAmpSeq improves marker transferability in a diverse genus. Nat Commun 2020; 11:413. [PMID: 31964885 PMCID: PMC6972940 DOI: 10.1038/s41467-019-14280-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 12/19/2019] [Indexed: 01/05/2023] Open
Abstract
Transferable DNA markers are essential for breeding and genetics. Grapevine (Vitis) breeders utilize disease resistance alleles from congeneric species ~20 million years divergent, but existing Vitis marker platforms have cross-species transfer rates as low as 2%. Here, we apply a marker strategy targeting the inferred Vitis core genome. Incorporating seven linked-read de novo assemblies and three existing assemblies, the Vitis collinear core genome is estimated to converge at 39.8 Mb (8.67% of the genome). Adding shotgun genome sequences from 40 accessions enables identification of conserved core PCR primer binding sites flanking polymorphic haplotypes with high information content. From these target regions, we develop 2,000 rhAmpSeq markers as a PCR multiplex and validate the panel in four biparental populations spanning the diversity of the Vitis genus, showing transferability increases to 91.9%. This marker development strategy should be widely applicable for genetic studies in many taxa, particularly those ~20 million years divergent.
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Affiliation(s)
- Cheng Zou
- BRC Bioinformatics Facility, Institute of Biotechnology, Cornell University, Ithaca, NY, 14853, USA
| | - Avinash Karn
- School of Integrative Plant Science, Cornell AgriTech, Cornell University, Geneva, NY, 14456, USA
| | - Bruce Reisch
- School of Integrative Plant Science, Cornell AgriTech, Cornell University, Geneva, NY, 14456, USA
| | - Allen Nguyen
- Integrated DNA Technologies, Redwood City, CA, 94063, USA
| | - Yongming Sun
- Integrated DNA Technologies, Redwood City, CA, 94063, USA
| | - Yun Bao
- Integrated DNA Technologies, Redwood City, CA, 94063, USA
| | | | | | | | - Xia Xu
- USDA-ARS, Grape Genetics Research Unit, Geneva, NY, 14456, USA
| | - Craig A Ledbetter
- USDA-ARS, Crop Diseases, Pests and Genetics Research, Parlier, CA, 93648, USA
| | - Sagar Patel
- Agronomy, Horticulture and Plant Science Department, South Dakota State University, Brookings, SD, 57007, USA
| | - Anne Fennell
- Agronomy, Horticulture and Plant Science Department, South Dakota State University, Brookings, SD, 57007, USA
| | - Jeffrey C Glaubitz
- BRC Bioinformatics Facility, Institute of Biotechnology, Cornell University, Ithaca, NY, 14853, USA
| | - Matthew Clark
- Department of Horticultural Science, University of Minnesota, Saint Paul, MN, 55108, USA
| | - Doreen Ware
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, USA
- USDA-ARS, Robert W. Holley Center for Agriculture and Health, Ithaca, NY, 14853, USA
| | - Jason P Londo
- USDA-ARS, Grape Genetics Research Unit, Geneva, NY, 14456, USA
| | - Qi Sun
- BRC Bioinformatics Facility, Institute of Biotechnology, Cornell University, Ithaca, NY, 14853, USA
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12
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Coito JL, Silva HG, Ramos MJ, Cunha J, Eiras-Dias J, Amâncio S, Costa MM, Rocheta M. Vitis flower types: from the wild to crop plants. PeerJ 2019; 7:e7879. [PMID: 31737441 PMCID: PMC6855205 DOI: 10.7717/peerj.7879] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 09/12/2019] [Indexed: 01/27/2023] Open
Abstract
Vitis vinifera can be divided into two subspecies, V. vinifera subsp. vinifera, one of the most important agricultural crops in the world, and its wild ancestor, V. vinifera subsp. sylvestris. Three flower types can be observed: hermaphrodite and female (on some varieties) in vinifera, and male or female flowers in sylvestris. It is assumed that the different flower types in the wild ancestor arose through specific floral patterns of organ abortion. A considerable amount of data about the diversity of sexual systems in grapevines has been collected over the past century. Several grapevine breeding studies led to the hypothesis that dioecy in vinifera is derived from a hermaphrodite ancestor and could be controlled by either, one or two linked genetic determinants following Mendelian inherence. More recently, experiments using molecular approaches suggested that these loci were located in a specific region of the chromosome 2 of vinifera. Based on the works published so far, its seems evident that a putative sex locus is present in chromosome 2. However, it is still not fully elucidated whether flower types are regulated by two linked loci or by one locus with three alleles. Nevertheless, several genes could contribute to sex determination in grapevine. This review presents the results from early studies, combined with the recent molecular approaches, which may contribute to the design of new experiments towards a better understanding of the sex inheritance in grapevine.
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Affiliation(s)
- João L. Coito
- Linking Landscape, Environment, Agriculture and Food (LEAF), Instituto Superior de Agronomia, Universidade de Lisboa, Lisboa, Portugal
| | - Helena G. Silva
- Biosystems and Integrative Sciences Institute (BioISI), Plant Functional Biology Centre, University of Minho - Campus de Gualtar, Braga, Portugal
| | - Miguel J.N. Ramos
- Linking Landscape, Environment, Agriculture and Food (LEAF), Instituto Superior de Agronomia, Universidade de Lisboa, Lisboa, Portugal
| | - Jorge Cunha
- Instituto Nacional de Investigação Agrária e Veterinária, Quinta d’Almoinha, Dois Portos, Portugal
| | - José Eiras-Dias
- Instituto Nacional de Investigação Agrária e Veterinária, Quinta d’Almoinha, Dois Portos, Portugal
| | - Sara Amâncio
- Linking Landscape, Environment, Agriculture and Food (LEAF), Instituto Superior de Agronomia, Universidade de Lisboa, Lisboa, Portugal
| | - Maria M.R. Costa
- Biosystems and Integrative Sciences Institute (BioISI), Plant Functional Biology Centre, University of Minho - Campus de Gualtar, Braga, Portugal
| | - Margarida Rocheta
- Linking Landscape, Environment, Agriculture and Food (LEAF), Instituto Superior de Agronomia, Universidade de Lisboa, Lisboa, Portugal
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13
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Lewter J, Worthington ML, Clark JR, Varanasi AV, Nelson L, Owens CL, Conner P, Gunawan G. High-density linkage maps and loci for berry color and flower sex in muscadine grape (Vitis rotundifolia). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2019; 132:1571-1585. [PMID: 30756127 DOI: 10.1007/s00122-019-03302-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 02/02/2019] [Indexed: 06/09/2023]
Abstract
Linkage maps of muscadine grape generated using genotyping-by-sequencing (GBS) provide insight into genome collinearity between Muscadinia and Euvitis subgenera and genetic control of flower sex and berry color. The muscadine grape, Vitis rotundifolia, is a specialty crop native to the southeastern USA. Muscadine vines can be male, female, or perfect-flowered, and berry color ranges from bronze to black. Genetic linkage maps were constructed using genotyping-by-sequencing in two F1 populations segregating for flower sex and berry color. The linkage maps consisted of 1244 and 2069 markers assigned to 20 linkage groups (LG) for the 'Black Beauty' × 'Nesbitt' and 'Supreme' × 'Nesbitt' populations, respectively. Data from both populations were used to generate a consensus map with 2346 markers across 20 LGs. A high degree of collinearity was observed between the genetic maps and the Vitis vinifera physical map. The higher chromosome number in muscadine (2n = 40) compared to V. vinifera (2n = 38) was accounted for by the behavior of V. vinifera chromosome 7 as two independently segregating LGs in muscadine. The muscadine sex locus mapped to an interval that aligned to 4.64-5.09 Mb on V. vinifera chromosome 2, a region which includes the previously described V. vinifera subsp. sylvestris sex locus. While the MYB transcription factor genes controlling fruit color in V. vinifera are located on chromosome 2, the muscadine berry color locus mapped to an interval aligning to 11.09-11.88 Mb on V. vinifera chromosome 4, suggesting that a mutation in a different gene in the anthocyanin biosynthesis pathway determines berry color in muscadine. These linkage maps lay the groundwork for marker-assisted breeding in muscadine and provide insight into the evolution of Vitis species.
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Affiliation(s)
- Jennifer Lewter
- Department of Horticulture, University of Arkansas, 316 Plant Sciences Bldg., Fayetteville, AR, 72701, USA
| | - Margaret L Worthington
- Department of Horticulture, University of Arkansas, 316 Plant Sciences Bldg., Fayetteville, AR, 72701, USA.
| | - John R Clark
- Department of Horticulture, University of Arkansas, 316 Plant Sciences Bldg., Fayetteville, AR, 72701, USA
| | - Aruna V Varanasi
- Department of Horticulture, University of Arkansas, 316 Plant Sciences Bldg., Fayetteville, AR, 72701, USA
| | - Lacy Nelson
- Department of Horticulture, University of Arkansas, 316 Plant Sciences Bldg., Fayetteville, AR, 72701, USA
| | - Christopher L Owens
- USDA-ARS Grape Genetics Research Unit, Cornell University, 630 W. North St., Geneva, NY, 14456, USA
- IFG, 8224 Espresso Dr. Suite 200, Bakersfield, CA, 93312, USA
| | - Patrick Conner
- Department of Horticulture, University of Georgia, 4604 Research Way, Tifton, GA, 31793, USA
| | - Gunawati Gunawan
- Department of Horticulture, University of Georgia, 4604 Research Way, Tifton, GA, 31793, USA
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14
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Palumbo F, Vannozzi A, Magon G, Lucchin M, Barcaccia G. Genomics of Flower Identity in Grapevine ( Vitis vinifera L.). FRONTIERS IN PLANT SCIENCE 2019; 10:316. [PMID: 30949190 PMCID: PMC6437108 DOI: 10.3389/fpls.2019.00316] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Accepted: 02/27/2019] [Indexed: 05/09/2023]
Abstract
The identity of the four characteristic whorls of typical eudicots, namely, sepals, petals, stamens, and carpels, is specified by the overlapping action of homeotic genes, whose single and combined contributions have been described in detail in the so-called ABCDE model. Continuous species-specific refinements and translations resulted in this model providing the basis for understanding the genetic and molecular mechanisms of flower development in model organisms, such as Arabidopsis thaliana and other main plant species. Although grapevine (Vitis vinifera L.) represents an extremely important cultivated fruit crop globally, studies related to the genetic determinism of flower development are still rare, probably because of the limited interest in sexual reproduction in a plant that is predominantly propagated asexually. Nonetheless, several studies have identified and functionally characterized some ABCDE orthologs in grapevine. The present study is intended to provide a comprehensive screenshot of the transcriptional behavior of 18 representative grapevine ABCDE genes encoding MADS-box transcription factors in a developmental kinetic process, from preanthesis to the postfertilization stage and in different flower organs, namely, the calyx, calyptra, anthers, filaments, ovary, and embryos. The transcript levels found were compared with the proposed model for Arabidopsis to evaluate their biological consistency. With a few exceptions, the results confirmed the expression pattern expected based on the Arabidopsis data.
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15
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Molecular characterization of a diverse Iranian table grapevine germplasm using REMAP markers: population structure, linkage disequilibrium and association mapping of berry yield and quality traits. Biologia (Bratisl) 2018. [DOI: 10.2478/s11756-018-0158-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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16
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Royo C, Torres-Pérez R, Mauri N, Diestro N, Cabezas JA, Marchal C, Lacombe T, Ibáñez J, Tornel M, Carreño J, Martínez-Zapater JM, Carbonell-Bejerano P. The Major Origin of Seedless Grapes Is Associated with a Missense Mutation in the MADS-Box Gene VviAGL11. PLANT PHYSIOLOGY 2018; 177:1234-1253. [PMID: 29853599 PMCID: PMC6053000 DOI: 10.1104/pp.18.00259] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Accepted: 05/23/2018] [Indexed: 05/22/2023]
Abstract
Seedlessness is greatly prized by consumers of fresh grapes. While stenospermocarpic seed abortion determined by the SEED DEVELOPMENT INHIBITOR (SDI) locus is the usual source of seedlessness in commercial grapevine (Vitis vinifera) cultivars, the underlying sdi mutation remains unknown. Here, we undertook an integrative approach to identify the causal mutation. Quantitative genetics and fine-mapping in two 'Crimson Seedless'-derived F1 mapping populations confirmed the major effect of the SDI locus and delimited the sdi mutation to a 323-kb region on chromosome 18. RNA-sequencing comparing seed traces of seedless and seeds of seeded F1 individuals identified processes triggered during sdi-determined seed abortion, including the activation of salicylic acid-dependent autoimmunity. The RNA-sequencing data set was investigated for candidate genes, and while no evidence for causal cis-acting regulatory mutations was detected, deleterious nucleotide changes in coding sequences of the seedless haplotype were predicted in two genes within the sdi fine-mapping interval. Targeted resequencing of the two genes in a collection of 124 grapevine cultivars showed that only the point variation causing the arginine-197-to-leucine substitution in the seed morphogenesis regulator gene AGAMOUS-LIKE11 (VviAGL11) was fully linked with stenospermocarpy. The concurrent postzygotic variation identified for this missense polymorphism and seedlessness phenotype in seeded somatic variants of the original stenospermocarpic cultivar supports a causal effect. We postulate that seed abortion caused by this amino acid substitution in VviAGL11 is the major cause of seedlessness in cultivated grapevine. This information can be exploited to boost seedless grape breeding.
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Affiliation(s)
- Carolina Royo
- Instituto de Ciencias de la Vid y del Vino, Consejo Superior de Investigaciones Científicas-Universidad de La Rioja-Gobierno de La Rioja, 26007 Logrono, Spain
| | - Rafael Torres-Pérez
- Instituto de Ciencias de la Vid y del Vino, Consejo Superior de Investigaciones Científicas-Universidad de La Rioja-Gobierno de La Rioja, 26007 Logrono, Spain
| | - Nuria Mauri
- Instituto de Ciencias de la Vid y del Vino, Consejo Superior de Investigaciones Científicas-Universidad de La Rioja-Gobierno de La Rioja, 26007 Logrono, Spain
| | - Nieves Diestro
- Instituto de Ciencias de la Vid y del Vino, Consejo Superior de Investigaciones Científicas-Universidad de La Rioja-Gobierno de La Rioja, 26007 Logrono, Spain
| | - José Antonio Cabezas
- Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria-Centro de Investigación Forestal, INIA-UPM, 28040 Madrid, Spain
| | - Cécile Marchal
- Institut National de la Recherche Agronomique, Centre de Ressources Biologiques de la Vigne, Domaine de Vassal, 34340 Marseillan-Plage, France
| | - Thierry Lacombe
- AGAP, Universite Montpellier, CIRAD, Institut National de la Recherche Agronomique, Montpellier SupAgro, 34060 Montpellier, France
| | - Javier Ibáñez
- Instituto de Ciencias de la Vid y del Vino, Consejo Superior de Investigaciones Científicas-Universidad de La Rioja-Gobierno de La Rioja, 26007 Logrono, Spain
| | - Manuel Tornel
- Instituto Murciano de Investigación y Desarrollo Agrario y Alimentario, Sociedad Murciana de Investigación y Tecnología de Uva de Mesa, 30150 La Alberca, Spain
| | - Juan Carreño
- Instituto Murciano de Investigación y Desarrollo Agrario y Alimentario, Sociedad Murciana de Investigación y Tecnología de Uva de Mesa, 30150 La Alberca, Spain
| | - José Miguel Martínez-Zapater
- Instituto de Ciencias de la Vid y del Vino, Consejo Superior de Investigaciones Científicas-Universidad de La Rioja-Gobierno de La Rioja, 26007 Logrono, Spain
| | - Pablo Carbonell-Bejerano
- Instituto de Ciencias de la Vid y del Vino, Consejo Superior de Investigaciones Científicas-Universidad de La Rioja-Gobierno de La Rioja, 26007 Logrono, Spain
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17
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Riaz S, De Lorenzis G, Velasco D, Koehmstedt A, Maghradze D, Bobokashvili Z, Musayev M, Zdunic G, Laucou V, Andrew Walker M, Failla O, Preece JE, Aradhya M, Arroyo-Garcia R. Genetic diversity analysis of cultivated and wild grapevine (Vitis vinifera L.) accessions around the Mediterranean basin and Central Asia. BMC PLANT BIOLOGY 2018; 18:137. [PMID: 29945553 PMCID: PMC6020434 DOI: 10.1186/s12870-018-1351-0] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 06/13/2018] [Indexed: 05/21/2023]
Abstract
BACKGROUND The mountainous region between the Caucasus and China is considered to be the center of domestication for grapevine. Despite the importance of Central Asia in the history of grape growing, information about the extent and distribution of grape genetic variation in this region is limited in comparison to wild and cultivated grapevines from around the Mediterranean basin. The principal goal of this work was to survey the genetic diversity and relationships among wild and cultivated grape germplasm from the Caucasus, Central Asia, and the Mediterranean basin collectively to understand gene flow, possible domestication events and adaptive introgression. RESULTS A total of 1378 wild and cultivated grapevines collected around the Mediterranean basin and from Central Asia were tested with a set of 20 nuclear SSR markers. Genetic data were analyzed (Cluster analysis, Principal Coordinate Analysis and STRUCTURE) to identify groups, and the results were validated by Nei's genetic distance, pairwise FST analysis and assignment tests. All of these analyses identified three genetic groups: G1, wild accessions from Croatia, France, Italy and Spain; G2, wild accessions from Armenia, Azerbaijan and Georgia; and G3, cultivars from Spain, France, Italy, Georgia, Iran, Pakistan and Turkmenistan, which included a small group of wild accessions from Georgia and Croatia. Wild accessions from Georgia clustered with cultivated grape from the same area (proles pontica), but also with Western Europe (proles occidentalis), supporting Georgia as the ancient center of grapevine domestication. In addition, cluster analysis indicated that Western European wild grapes grouped with cultivated grapes from the same area, suggesting that the cultivated proles occidentalis contributed more to the early development of wine grapes than the wild vines from Eastern Europe. CONCLUSIONS The analysis of genetic relationships among the tested genotypes provided evidence of genetic relationships between wild and cultivated accessions in the Mediterranean basin and Central Asia. The genetic structure indicated a considerable amount of gene flow, which limited the differentiation between the two subspecies. The results also indicated that grapes with mixed ancestry occur in the regions where wild grapevines were domesticated.
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Affiliation(s)
- Summaira Riaz
- Department of Viticulture and Enology, University of California, Davis, CA 95616 USA
| | - Gabriella De Lorenzis
- Department of Agricultural and Environmental Sciences, via Celoria 2, 20133 Milan, Italy
| | - Dianne Velasco
- Plant Sciences Department, UC Davis, Davis, CA 95616 USA
| | - Anne Koehmstedt
- USDA-ARS, National Clonal Germplasm Repository, University of California, Davis, CA 95616 USA
| | - David Maghradze
- Institute of Horticulture, Viticulture, and Oenology, Agricultural University of Georgia, Tbilisi, Georgia
| | - Zviad Bobokashvili
- Department of Fruit Crops, Genetic Resources Institute, Azerbaijan National Academy of Sciences, AZ1106, Baku, Azerbaijan
| | - Mirza Musayev
- Department of Fruit Crops, Genetic Resources Institute, Azerbaijan National Academy of Sciences, AZ1106, Baku, Azerbaijan
| | - Goran Zdunic
- Institute for Adriatic Crops and Karst Reclimation, Split, Croatia
| | | | - M. Andrew Walker
- Department of Viticulture and Enology, University of California, Davis, CA 95616 USA
| | - Osvaldo Failla
- Department of Agricultural and Environmental Sciences, via Celoria 2, 20133 Milan, Italy
| | - John E. Preece
- USDA-ARS, National Clonal Germplasm Repository, University of California, Davis, CA 95616 USA
| | - Mallikarjuna Aradhya
- USDA-ARS, National Clonal Germplasm Repository, University of California, Davis, CA 95616 USA
| | - Rosa Arroyo-Garcia
- Dpto. Biotecnología, CBGP-INIA, Campus de Montegancedo, Autovía M40 km 38, Pozuelo de Alarcón, 28223 Madrid, Spain
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18
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Ramos MJN, Coito JL, Fino J, Cunha J, Silva H, de Almeida PG, Costa MMR, Amâncio S, Paulo OS, Rocheta M. Deep analysis of wild Vitis flower transcriptome reveals unexplored genome regions associated with sex specification. PLANT MOLECULAR BIOLOGY 2017; 93:151-170. [PMID: 27778293 DOI: 10.1007/s11103-016-0553-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Accepted: 10/15/2016] [Indexed: 06/06/2023]
Abstract
RNA-seq of Vitis during early stages of bud development, in male, female and hermaphrodite flowers, identified new loci outside of annotated gene models, suggesting their involvement in sex establishment. The molecular mechanisms responsible for flower sex specification remain unclear for most plant species. In the case of V. vinifera ssp. vinifera, it is not fully understood what determines hermaphroditism in the domesticated subspecies and male or female flowers in wild dioecious relatives (Vitis vinifera ssp. sylvestris). Here, we describe a de novo assembly of the transcriptome of three flower developmental stages from the three Vitis vinifera flower types. The validation of de novo assembly showed a correlation of 0.825. The main goals of this work were the identification of V. v. sylvestris exclusive transcripts and the characterization of differential gene expression during flower development. RNA from several flower developmental stages was used previously to generate Illumina sequence reads. Through a sequential de novo assembly strategy one comprehensive transcriptome comprising 95,516 non-redundant transcripts was assembled. From this dataset 81,064 transcripts were annotated to V. v. vinifera reference transcriptome and 11,084 were annotated against V. v. vinifera reference genome. Moreover, we found 3368 transcripts that could not be mapped to Vitis reference genome. From all the non-redundant transcripts that were assembled, bioinformatics analysis identified 133 specific of V. v. sylvestris and 516 transcripts differentially expressed among the three flower types. The detection of transcription from areas of the genome not currently annotated suggests active transcription of previously unannotated genomic loci during early stages of bud development.
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Affiliation(s)
- Miguel Jesus Nunes Ramos
- Universidade de Lisboa, Instituto Superior de Agronomia, LEAF, Linking Landscape, Environment, Agriculture and Food, Tapada da Ajuda, 1359-017, Lisboa, Portugal
| | - João Lucas Coito
- Universidade de Lisboa, Instituto Superior de Agronomia, LEAF, Linking Landscape, Environment, Agriculture and Food, Tapada da Ajuda, 1359-017, Lisboa, Portugal
| | - Joana Fino
- Computational Biology and Population Genomics Group, Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, 1749-016, Lisboa, Portugal
| | - Jorge Cunha
- Instituto Nacional de Investigação Agrária e Veterinária, Quinta d'Almoinha, Dois Portos, Portugal
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Helena Silva
- BioSystems & Integrative Sciences Institute (BioISI), Plant Functional Biology Centre, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - Patrícia Gomes de Almeida
- Development and Evolutionary Morphogenesis, Centre for Ecology, Evolution and Environmental Change, Faculdade de Ciências, Universidade de Lisboa, 1749-016, Lisboa, Portugal
| | - Maria Manuela Ribeiro Costa
- BioSystems & Integrative Sciences Institute (BioISI), Plant Functional Biology Centre, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - Sara Amâncio
- Universidade de Lisboa, Instituto Superior de Agronomia, LEAF, Linking Landscape, Environment, Agriculture and Food, Tapada da Ajuda, 1359-017, Lisboa, Portugal
| | - Octávio S Paulo
- Computational Biology and Population Genomics Group, Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, 1749-016, Lisboa, Portugal
| | - Margarida Rocheta
- Universidade de Lisboa, Instituto Superior de Agronomia, LEAF, Linking Landscape, Environment, Agriculture and Food, Tapada da Ajuda, 1359-017, Lisboa, Portugal.
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Regner F, Hack R, Nauer S, Zöch B. Breeding of fungal resistant varieties derived from Grüner Veltliner by chromosomal selection. BIO WEB OF CONFERENCES 2016. [DOI: 10.1051/bioconf/20160701014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Dangl GS, Mendum ML, Yang J, Walker MA, Preece JE. Hybridization of cultivated Vitis vinifera with wild V. californica and V. girdiana in California. Ecol Evol 2015; 5:5671-84. [PMID: 27069616 PMCID: PMC4813103 DOI: 10.1002/ece3.1797] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 10/02/2015] [Indexed: 01/20/2023] Open
Abstract
Hybridization of introduced domesticates and closely related natives is well documented in annual crops. The widespread introduction of the domesticated grapevine, Vitis vinifera, into California where it overlaps with two native congenerics, with which it is interfertile, provides opportunity to investigate hybridization between woody perennials. Although geographically widespread, the introduction over the past two centuries has been limited to a few elite clonal cultivars, providing a unique opportunity to study the effects of hybridization on the native species. The amount of hybridization with V. vinifera and the genetic diversity of wild-growing Vitis californica and Vitis girdiana were examined using nineteen microsatellite markers. STRUCTURE analysis was used to define hybrid and introgressed individuals and to analyze genetic structure of the native species. FAMOZ software was used to identify which V. vinifera cultivars served as parents of F 1 hybrids. The three species were clearly distinguished by STRUCTURE analysis. Thirty percent of 119 V. californica vines were hybrids. The domesticated parent was identified for 16 F 1 hybrid vines; the original California cultivar, 'Mission', was the parent of eight. Backcrosses were also found, showing introgression into subsequent generations. Similar results were obtained for a small sample of V. girdiana. Removing hybrids greatly reduced the genetic variation of the presumed pure species, among which there was essentially no genetic structure. Limited genetic variability indicates the California natives may be threatened by genetic erosion. The discovery of F 1 hybrids of 'Mission', a cultivar not grown in the areas for ~100 years, suggests long generation times for wild vines that, often, grow into expansive liana and propagate by layering, all factors that limit recruitment in populations already disjunct by habitat lose. Hermaphroditic flowers and fruit that is more attractive to birds may favor the production of backcross seed and establishment of introgressed individuals.
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Affiliation(s)
- Gerald S. Dangl
- Foundation Plant ServicesUniversity of California DavisOne Shields Ave.DavisCalifornia95616
| | - Mary Lou Mendum
- Department of Plant SciencesUniversity of California DavisOne Shields Ave.DavisCalifornia95616
| | - Judy Yang
- Foundation Plant ServicesUniversity of California DavisOne Shields Ave.DavisCalifornia95616
| | - M. Andrew Walker
- Department of Viticulture and EnologyUniversity of California DavisOne Shields Ave.DavisCalifornia95616
| | - John E. Preece
- National Clonal Germplasm RepositoryUSDA‐ARSUniversity of California DavisOne Shields AveDavisCalifornia95616
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Hyma KE, Barba P, Wang M, Londo JP, Acharya CB, Mitchell SE, Sun Q, Reisch B, Cadle-Davidson L. Heterozygous Mapping Strategy (HetMappS) for High Resolution Genotyping-By-Sequencing Markers: A Case Study in Grapevine. PLoS One 2015; 10:e0134880. [PMID: 26244767 PMCID: PMC4526651 DOI: 10.1371/journal.pone.0134880] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Accepted: 07/14/2015] [Indexed: 02/07/2023] Open
Abstract
Genotyping by sequencing (GBS) provides opportunities to generate high-resolution genetic maps at a low genotyping cost, but for highly heterozygous species, missing data and heterozygote undercalling complicate the creation of GBS genetic maps. To overcome these issues, we developed a publicly available, modular approach called HetMappS, which functions independently of parental genotypes and corrects for genotyping errors associated with heterozygosity. For linkage group formation, HetMappS includes both a reference-guided synteny pipeline and a reference-independent de novo pipeline. The de novo pipeline can be utilized for under-characterized or high diversity families that lack an appropriate reference. We applied both HetMappS pipelines in five half-sib F1 families involving genetically diverse Vitis spp. Starting with at least 116,466 putative SNPs per family, the HetMappS pipelines identified 10,440 to 17,267 phased pseudo-testcross (Pt) markers and generated high-confidence maps. Pt marker density exceeded crossover resolution in all cases; up to 5,560 non-redundant markers were used to generate parental maps ranging from 1,047 cM to 1,696 cM. The number of markers used was strongly correlated with family size in both de novo and synteny maps (r = 0.92 and 0.91, respectively). Comparisons between allele and tag frequencies suggested that many markers were in tandem repeats and mapped as single loci, while markers in regions of more than two repeats were removed during map curation. Both pipelines generated similar genetic maps, and genetic order was strongly correlated with the reference genome physical order in all cases. Independently created genetic maps from shared parents exhibited nearly identical results. Flower sex was mapped in three families and correctly localized to the known sex locus in all cases. The HetMappS pipeline could have wide application for genetic mapping in highly heterozygous species, and its modularity provides opportunities to adapt portions of the pipeline to other family types, genotyping technologies or applications.
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Affiliation(s)
- Katie E. Hyma
- Bioinformatics Facility, Institute of Biotechnology, Cornell University, Ithaca, New York, United States of America
- Genomic Diversity Facility, Institute of Biotechnology, Cornell University, Ithaca, New York, United States of America
| | - Paola Barba
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, New York, United States of America
| | - Minghui Wang
- Bioinformatics Facility, Institute of Biotechnology, Cornell University, Ithaca, New York, United States of America
| | - Jason P. Londo
- USDA-ARS Grape Genetics Research Unit, Geneva, New York, United States of America
| | - Charlotte B. Acharya
- Genomic Diversity Facility, Institute of Biotechnology, Cornell University, Ithaca, New York, United States of America
| | - Sharon E. Mitchell
- Genomic Diversity Facility, Institute of Biotechnology, Cornell University, Ithaca, New York, United States of America
| | - Qi Sun
- Bioinformatics Facility, Institute of Biotechnology, Cornell University, Ithaca, New York, United States of America
| | - Bruce Reisch
- Horticulture Section, School of Integrative Plant Science, Cornell University, Geneva, New York, United States of America
| | - Lance Cadle-Davidson
- USDA-ARS Grape Genetics Research Unit, Geneva, New York, United States of America
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Santos S, Oliveira M, Amorim A, van Asch B. A forensic perspective on the genetic identification of grapevine (Vitis vinifera L.) varieties using STR markers. Electrophoresis 2014; 35:3201-7. [PMID: 25146979 DOI: 10.1002/elps.201400107] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Revised: 08/10/2014] [Accepted: 08/12/2014] [Indexed: 11/07/2022]
Abstract
The grapevine (Vitis vinifera subsp. vinifera) is one of the most important agricultural crops worldwide. A long interest in the historical origins of ancient and cultivated current grapevines, as well as the need to establish phylogenetic relationships and parentage, solve homonymies and synonymies, fingerprint cultivars and clones, and assess the authenticity of plants and wines has encouraged the development of genetic identification methods. STR analysis is currently the most commonly used method for these purposes. A large dataset of grapevines genotypes for many cultivars worldwide has been produced in the last decade using a common set of recommended dinucleotide nuclear STRs. This type of marker has been replaced by long core-repeat loci in standardized state-of-the-art human forensic genotyping. The first steps toward harmonized grapevine genotyping have already been taken to bring the genetic identification methods closer to human forensic STR standards by previous authors. In this context, we bring forward a set of basic suggestions that reinforce the need to (i) guarantee trueness-to-type of the sample; (ii) use the long core-repeat markers; (iii) verify the specificity and amplification consistency of PCR primers; (iv) sequence frequent alleles and use these standardized allele ladders; (v) consider mutation rates when evaluating results of STR-based parentage and pedigree analysis; (vi) genotype large and representative samples in order to obtain allele frequency databases; (vii) standardize genotype data by establishing allele nomenclature based on repeat number to facilitate information exchange and data compilation.
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Affiliation(s)
- Sara Santos
- Instituto de Patologia e Imunologia Molecular da Universidade do Porto (IPATIMUP), Porto, Portugal; Faculdade de Ciências da Universidade do Porto, Porto, Portugal
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Picq S, Santoni S, Lacombe T, Latreille M, Weber A, Ardisson M, Ivorra S, Maghradze D, Arroyo-Garcia R, Chatelet P, This P, Terral JF, Bacilieri R. A small XY chromosomal region explains sex determination in wild dioecious V. vinifera and the reversal to hermaphroditism in domesticated grapevines. BMC PLANT BIOLOGY 2014; 14:229. [PMID: 25179565 PMCID: PMC4167142 DOI: 10.1186/s12870-014-0229-z] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Accepted: 08/18/2014] [Indexed: 05/20/2023]
Abstract
BACKGROUND In Vitis vinifera L., domestication induced a dramatic change in flower morphology: the wild sylvestris subspecies is dioecious while hermaphroditism is largely predominant in the domesticated subsp. V. v. vinifera. The characterisation of polymorphisms in genes underlying the sex-determining chromosomal region may help clarify the history of domestication in grapevine and the evolution of sex chromosomes in plants. In the genus Vitis, sex determination is putatively controlled by one major locus with three alleles, male M, hermaphrodite H and female F, with an allelic dominance M > H > F. Previous genetic studies located the sex locus on chromosome 2. We used DNA polymorphisms of geographically diverse V. vinifera genotypes to confirm the position of this locus, to characterise the genetic diversity and traces of selection in candidate genes, and to explore the origin of hermaphroditism. RESULTS In V. v. sylvestris, a sex-determining region of 154.8 kb, also present in other Vitis species, spans less than 1% of chromosome 2. It displays haplotype diversity, linkage disequilibrium and differentiation that typically correspond to a small XY sex-determining region with XY males and XX females. In male alleles, traces of purifying selection were found for a trehalose phosphatase, an exostosin and a WRKY transcription factor, with strikingly low polymorphism levels between distant geographic regions. Both diversity and network analysis revealed that H alleles are more closely related to M than to F alleles. CONCLUSIONS Hermaphrodite alleles appear to derive from male alleles of wild grapevines, with successive recombination events allowing import of diversity from the X into the Y chromosomal region and slowing down the expansion of the region into a full heteromorphic chromosome. Our data are consistent with multiple domestication events and show traces of introgression from other Asian Vitis species into the cultivated grapevine gene pool.
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Affiliation(s)
- Sandrine Picq
- />Centre de Bio-Archéologie et d’Ecologie CBAE (UMR 5059 CNRS/Université Montpellier 2/EPHE/INRAP). Equipe Interactions, Biodiversité, Sociétés, Institut de Botanique, 163 rue Auguste Broussonet, 34090 Montpellier, France
| | - Sylvain Santoni
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
| | - Thierry Lacombe
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
| | - Muriel Latreille
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
| | - Audrey Weber
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
| | - Morgane Ardisson
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
| | - Sarah Ivorra
- />Centre de Bio-Archéologie et d’Ecologie CBAE (UMR 5059 CNRS/Université Montpellier 2/EPHE/INRAP). Equipe Interactions, Biodiversité, Sociétés, Institut de Botanique, 163 rue Auguste Broussonet, 34090 Montpellier, France
| | - David Maghradze
- />Institute of Horticulture, Viticulture and Oenology, Agrarian University of Georgia, University Campus at Digomi, David Aghmashenebeli Alley, 13-th km. 0159, Tbilisi, Georgia
| | - Rosa Arroyo-Garcia
- />CBGP-INIA. Dpto Biotecnología, Campus de Montegancedo, Autovía M40, km38, 28223 Pozuelo de Alarcón, Madrid Spain
| | - Philippe Chatelet
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
| | - Patrice This
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
| | - Jean-Frédéric Terral
- />Centre de Bio-Archéologie et d’Ecologie CBAE (UMR 5059 CNRS/Université Montpellier 2/EPHE/INRAP). Equipe Interactions, Biodiversité, Sociétés, Institut de Botanique, 163 rue Auguste Broussonet, 34090 Montpellier, France
- />Université Montpellier 2, Place Eugène Bataillon, 34095 Montpellier, France
| | - Roberto Bacilieri
- />INRA, UMR 1334 AGAP, Equipe Diversité, Adaptation et Amélioration de la Vigne, F34060 Montpellier, France
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