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Discrimination of an Untouched Autochthonous Grapevine (Vitis vinifera L.) Population by Morphological Markers and Multivariate Analyses

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Abstract

Since the demand for wine types and table grapes is continuously changing, recognition of autochthonous varieties is gaining more importance in obtaining unique tastes. This study evaluated some prominent ampelographic features to discriminate an autochthonous grape population. Relationships between morphometrics, berry chemicals, and skin color were assessed by heatmap analysis using Pearson’s pairwise correlations. Berry weight and seed number were significant berry characteristics for distinguishing individuals with relatively high CVs (coefficient of variances) (38.29% and 35.17%), varying between the means of 1.29 g and 9.48 g for berry weight and 0.89 and 5.50 pieces for seed number. Stalk length was the most diverse bunch trait, with a CV of 55.10%. Rose-colored genotypes had larger berries than black and green/yellow-colored genotypes. Correlations between morphometrics and color traits were considerably different according to berry color. A great diversity among the autochthonous grape population, even among the same named individuals, was revealed by multivariate analysis. The genetic richness and associations across traits discovered in this study will be helpful in future grapevine selection breeding studies.

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References

  • Akram MT, Khan Qadri RW, Jaskani MJ, Awan FS (2019) Ampelographic and genetic characterization of grapes genotypes collected from Potohar region of Pakistan. Pakistan Journal of Agricultural Sciences 56(3)

  • Bak T, Karadeniz T (2021) Effects of branch number on quality traits and yield properties of European hazelnut (Corylus avellana L.). Agriculture 11(5):437

    CAS  Google Scholar 

  • Balaguera-López HE, Fischer G, Magnitskiy S (2020) Seed-fruit relationships in fleshy fruit: Role of hormones. A review. Revista Colombiana De Ciencias Hortícolas 14(1):90–103

    Google Scholar 

  • Benito A, Muñoz-Organero G, De Andrés MT, Ocete R, García-Muñoz S, López MA, Cabello F (2017) Ex situ ampelographical characterisation of wild Vitis vinifera from fifty-one Spanish populations. Australian journal of grape and wine research 23(1):143–152

    CAS  Google Scholar 

  • Bouby L, Figueiral I, Bouchette A, Rovira N, Ivorra S, Lacombe T, Terral JF (2013) Bioarchaeological insights into the process of domestication of grapevine (Vitis vinifera L.) during Roman times in Southern France. PloS One 8(5):e63195

    CAS  PubMed  PubMed Central  Google Scholar 

  • Camps JO, Ramos MC (2012) Grape harvest and yield responses to inter-annual changes in temperature and precipitation in an area of north-east Spain with a Mediterranean climate. Int J Biometeorol 56(5):853–864

    PubMed  Google Scholar 

  • Carbonell-Bejerano P, María SE, Torres-Pérez R, Royo C, Lijavetzky D, Bravo G, Martínez-Zapater JM (2013) Thermotolerance responses in ripening berries of Vitis vinifera L. cv Muscat Hamburg. Plant and Cell Physiology 54(7):1200–1216

    CAS  PubMed  Google Scholar 

  • Cardell MF, Amengual A, Romero R (2019) Future effects of climate change on the suitability of wine grape production across Europe. Regional Environmental Change 19(8):2299–2310

    Google Scholar 

  • Cargnin A (2019) Canonical correlations among grapevine agronomic and processing characteristics. Acta Scientiarum Agronomy 41

  • Cemeroğlu B (2007) Gıda analizleri. Gıda Teknolojisi Derneği Yayınları 34:168–171

    Google Scholar 

  • Cipriani G, Marrazzo MT, Peterlunger E (2010) Molecular characterization of the autochthonous grape cultivars of the region Friuli Venezia Giulia-North-Eastern Italy. Vitis 49(1):29–38

    CAS  Google Scholar 

  • Crisosto CH, Crisosto GM, Metheney P (2003) Consumer acceptance of ‘Brooks’ and ‘Bing’cherries is mainly dependent on fruit SSC and visual skin color. Postharvest Biol Technol 28(1):159–167

    Google Scholar 

  • Cyr D, Kusy M, Shaw AB (2010) Climate change and the potential use of weather derivatives to hedge vineyard harvest rainfall risk in the Niagara region. Journal of Wine Research 21(2):207–227

    Google Scholar 

  • Daniels AJ, Poblete-Echeverría C, Opara UL, Nieuwoudt HH (2019) Measuring internal maturity parameters contactless on intact table grape bunches using NIR spectroscopy. Frontiers in Plant Science 10:1517

    PubMed  PubMed Central  Google Scholar 

  • De Orduna RM (2010) Climate change associated effects on grape and wine quality and production. Food Research International 43(7):1844–1855

    Google Scholar 

  • Doğan A, Uyak C, İlhan E (2017) Adıyaman merkez ilçede yetiştirilen yerel üzüm çeşitlerinin ampelografik tanımlanması. Yüzüncü Yıl Üniversitesi Tarım Bilimleri Dergisi 27(1):118–131

    Google Scholar 

  • Dolkar T, Sharma MK, Kumar A, Mir MS, Hussain S (2017) Genetic variability and correlation studies in grapes (Vitis vinifera L.) in Leh District of Jammu and Kashmir. Adv Hortic Sci 31(4):241–248

    Google Scholar 

  • Droulia F, Charalampopoulos I (2022) A Review on the Observed Climate Change in Europe and Its Impacts on Viticulture. Atmosphere 13(5):837

    CAS  Google Scholar 

  • Dutra MDCP, Rodrigues LL, de Oliveira D, Pereira GE, dos Santos Lima M (2018) Integrated analyses of phenolic compounds and minerals of Brazilian organic and conventional grape juices and wines: Validation of a method for determination of Cu, Fe and Mn. Food Chem 269:157–165

    CAS  PubMed  Google Scholar 

  • Fischer G, Almanza-Merchán PJ, Ramírez F (2012) Source-sink relationships in fruit species: A review. Revista Colombiana De Ciencias Hortícolas 6(2):238–253

    Google Scholar 

  • Gonçalves E, Martins A (2012) Genetic variability evaluation and selection in ancient grapevine varieties. Plant Breed 15:333–352

    Google Scholar 

  • Guelfat-Reich S, Safran B (1971) Indices of maturity for table grapes as determined by variety. Am J Enol Vitic 22(1):13–18

    CAS  Google Scholar 

  • Güler E (2023) Polyphenols, organic acids, and their relationships in red grapes of Vitis vinifera and Isabella (Vitis labrusca) under arid conditions. Eur Food Res Technol 249(4):913–921

    Google Scholar 

  • Güler E, Bak T, Karadeniz T, Muradoğlu F (2021) Relationships of fruit characteristics of rosehips (Rosa canina L.) grown in Bolu city center. J Inst Sci Technol 11(2):831–838

    Google Scholar 

  • Güler E, Karadeniz T, Özer G, Uysal T (2023) Diversity and association mapping assessment of an untouched native grapevine genetic resource by iPBS retrotransposon markers. Researchsquare https://doi.org/10.21203/rs.3.rs-2647006/v1 (Preprint, 04.05.2023)

    Book  Google Scholar 

  • Hussain B (2015) Modernization in plant breeding approaches for improving biotic stress resistance in crop plants. Turk J Agric For 39(4):515–530

    CAS  Google Scholar 

  • Jackson DI, Lombard PB (1993) Environmental and management practices affecting grape composition and wine quality—a review. Am J Enol Vitic 44(4):409–430

    CAS  Google Scholar 

  • Keller M, Zhang YUN, Shrestha PM, Biondi M, Bondada BR (2015) Sugar demand of ripening grape berries leads to recycling of surplus phloem water via the xylem. Plant, cell & environment 38(6):1048–1059

    CAS  Google Scholar 

  • Kupe M, Ercisli S, Baron M, Sochor J (2021) Sustainable viticulture on traditional ‘Baran’training system in eastern turkey. Sustainability 13(18):10236

    Google Scholar 

  • Leão PCDS, Cruz CD, Motoike SY (2011) Genetic diversity of table grape based on morphoagronomic traits. Sci Agric 68:42–49

    Google Scholar 

  • Magris G, Jurman I, Fornasiero A, Paparelli E, Schwope R, Marroni F, Morgante M (2021) The genomes of 204 Vitis vinifera accessions reveal the origin of European wine grapes. Nat Commun 12(1):7240

    CAS  PubMed  PubMed Central  Google Scholar 

  • Muradoğlu F, Gürsoy S, Güler E (2021) Multivariate Analysis Revealed the Morphological Variability Among Crataegus Species. Yuzuncu Yıl Univ J Agric Sci 31(4):961–972

    Google Scholar 

  • Riaz S, De Lorenzis G, Velasco D, Koehmstedt A, Maghradze D, Bobokashvili Z, Arroyo-Garcia R (2018) Genetic diversity analysis of cultivated and wild grapevine (Vitis vinifera L.) accessions around the Mediterranean basin and Central Asia. BMC Plant Biol 18(1):1–14

    Google Scholar 

  • Robertson JA, Horvat RJ, Lyon BG, Meredith FI, Senter SD, Okie WR (1990) Comparison of quality characteristics of selected yellow-and white-fleshed peach cultivars. J Food Science 55(5):1308–1311

    Google Scholar 

  • Rolle L, Torchio F, Giacosa S, Segade SR (2015) Berry density and size as factors related to the physicochemical characteristics of Muscat Hamburg table grapes (Vitis vinifera L.). Food Chem 173:105–113

    CAS  PubMed  Google Scholar 

  • Sağlam H, Sağlam ÖÇ (2018) Determination of the Grape Biodiversity of Bilecik, Turkey. Bahçe, 47. Special Issue, vol 1, pp 279–285

    Google Scholar 

  • Samarth RR, Gaikwad SM, Deore P, Anupa T, Bhosale P (2016) Profilling of Grape V Profilling of Grape Varieties Using Oiv Descriptors Arieties Using Oiv Descriptors and Molecular Markers. Bioscan 11(4):3189–3195

    CAS  Google Scholar 

  • Segade SR, Giacosa S, De Palma L, Novello V, Torchio F, Gerbi V, Rolle L (2013) Effect of the cluster heterogeneity on mechanical properties, chromatic indices and chemical composition of Italia table grape berries (Vitis vinifera L.) sorted by flotation. Int J Food Sci Technol 48(1):103–113

    CAS  Google Scholar 

  • Shao HB, Chu LY, Jaleel CA, Zhao CX (2008) Water-deficit stress-induced anatomical changes in higher plants. Comptes rendus biologies 331(3):215–225

    PubMed  Google Scholar 

  • Sun X, Shantharaj D, Kang X, Ni M (2010) Transcriptional and hormonal signaling control of Arabidopsis seed development. Curr Opin Plant Biol 13(5):611–620

    CAS  PubMed  Google Scholar 

  • Turcotte MM, Araki H, Karp DS, Poveda K, Whitehead SR (2017) The eco-evolutionary impacts of domestication and agricultural practices on wild species. Philosophical Transactions of the Royal Society B: Biological Sciences 372(1712):20160033

    Google Scholar 

  • Uyak C, Doğan A, Kazankaya A (2011) A study on determination of ampelographical characters of grape cultivars grown in Siirt (Pervari). Yüzüncü Yil Üniversitesi. J Agric Sci 21(3):158–173

    Google Scholar 

  • Vafaee Y, Ghaderi N, Khadivi A (2017) Morphological variation and marker-fruit trait associations in a collection of grape (Vitis vinifera L.). Sci Hortic 225:771–782

    Google Scholar 

  • Van Leeuwen C, Destrac-Irvine A (2017) Modified grape composition under climate change conditions requires adaptations in the vineyard. Oeno One 51(2):147–154

    Google Scholar 

  • ve KMÖG (2015) Bazı Sofralık Üzüm Çeşitlerinin Diyarbakır Koşullarındaki Kalite Özellikleri ile Etkili Sıcaklık Toplamı İsteklerinin Belirlenmesi. Selçuk Tarım Ve Gıda Bilimleri Dergisi—A 27(2015):1309–550

    Google Scholar 

  • Waterhouse AL (2002) Determination of total phenolics. Curr Protoc Food Anal Chem 6(1):I1–1

    Google Scholar 

  • Wei T, Simko V, Levy M, Xie Y, Jin Y, Zemla J (2017) Package ‘corrplot. Statistician 56(316):e24

    Google Scholar 

  • Winkler AJ, Cook JA, Kliewer WM, Lider LA (1974) Development and composition of grapes. General Viticulture. Cap, vol 8. University of California Press, California, USA, pp 138–196

    Google Scholar 

  • Yilmaz A, Karik Ü (2022) AMF and PGPR enhance yield and secondary metabolite profile of basil (Ocimum basilicum L.). Ind Crops Prod 176:114327

    CAS  Google Scholar 

  • Zarrouk O, Brunetti C, Egipto R, Pinheiro C, Genebra T, Gori A, …, Chaves MM (2016) Grape ripening is regulated by deficit irrigation/elevated temperatures according to cluster position in the canopy. Front Plant Sci 7:1640

    PubMed  PubMed Central  Google Scholar 

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Acknowledgements

This study contains a part of Emrah Güler’s Ph.D. thesis.

Funding

The Scientific Research Projects Coordination Unit of Bolu Abant Izzet Baysal University supported the research with project number 2020.10.05.1478.

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Authors and Affiliations

Authors

Contributions

Emrah Güler: Investigation, Methodology, Laboratory studies, Data curation, Visualization, Software, Writing—review & editing, Writing—original draft. Turan Karadeniz: Supervision.

Corresponding author

Correspondence to Emrah Güler.

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Conflict of interest

E. Güler and T. Karadeniz declare that they have no competing interests.

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Data Availability

Data will be made available on request.

Supplementary Information

10341_2023_926_MOESM1_ESM.docx

The supplemantary file contains following materials; Figure 1. Satellite image of the study regions. Figure 2. Labeling of the selected vines during the survey study. Figures 3,4,5. Climate data for the research area. Table 1. Vector loadings, eigenvalues, and variance values for the first nine PCs.

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Güler, E., Karadeniz, T. Discrimination of an Untouched Autochthonous Grapevine (Vitis vinifera L.) Population by Morphological Markers and Multivariate Analyses. Erwerbs-Obstbau 65, 2075–2084 (2023). https://doi.org/10.1007/s10341-023-00926-4

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