SZENT ISTVÁN UNVERSITY CHARACTERIZATION AND PEDIGREE ANALYSIS OF GRAPE CULTIVARS, VARIETIES AND BREEDING MATERIALS WITH MOLECULAR MARKERS
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- Flóra Kelemen
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1 SZENT ISTVÁN UNVERSITY CHARACTERIZATION AND PEDIGREE ANALYSIS OF GRAPE CULTIVARS, VARIETIES AND BREEDING MATERIALS WITH MOLECULAR MARKERS Theses of PhD dissertation Andrea Kitti Tóth-Lencsés Gödöllő 2016
2 Name of PhD school Plant Science PhD School Discipline: Plant- and Horticultural Sciences Head: Dr. Lajos Helyes Director of Institute, Professor, DSc. Szent István University, Faculty of Agricultural and Environmental Sciences Institute of Horticulture Technology Research Supervisor: Dr. Erzsébet Kiss Professor, CSc. Szent István University, Faculty of Agricultural and Environmental Sciences Institute of Genetics and Biotechnology Supervisor: Dr. Pál Kozma Senior researcher, CSc PTE Research Institute for Viticulture and Enology, Pécs. Dr. Erzsébet Kiss Approval of the Supervisor. Dr. Pál Kozma Approval of the Supervisor. Approval of the Head 2
3 1 HISTORICAL BACKGROUND AND OBJECTIVES MATERIAL AND METHOD Plant material DNS extraction PCR conditions and markers used in this study Digestion, sequencing, SNaPshot Determination of the exact base pair size of microsatellites Statistical evaluation of microsatellite data RESULTS SSR-based genotyping Molecular genetic characterization of the Kadarka varieties, the cultivars named Kadarka, the accompanying cultivars grown with Kadarka and the Bíbor kadarka Pedigree analysis for cultivars obtained through crossing within the V. vinifera L. species Pedigree analysis for North-American PM resistant hybrids The origin of Eger The origin of Csillám SSR-based analysis of the seedlings of North-American Vitis species (V. berlandieri PLANCH., V.riparia MICHX. and V. rupestris SCHEELE) Determining the allele polymorphism of the VvMybA1 gene with gene specific and linked markers Using molecular markers to select berry skin colour in Nektár x Jacquez progeny Proving the origin of Csillám Examining the berry skin of Kék kadarka and Szürke kadarka New scientific results SUMMARY REFERENCES RELATED PUBLICATIONS
4 1 HISTORICAL BACKGROUND AND OBJECTIVES Grapevine cultivation and the consumption of grapes, both as fruit and as wine, have always been closely linked to human culture since ancient times. Vitis vinifera L., originating from Eurasia, accounts for more than 80 % of the global wine output and has almost known varieties. In grape breeding, it is very important to have a precise description of the cultivars to be crossed and to know their family links and parent-progeny relationships. This is where VIVC (Vitis International Variety Catalogue) ( created through international cooperation, may be helpful. This database maintains registered items (Vitis ssp.) and provides access to their individual descriptions prepared on the basis of their morphological characteristics. However, as the actual development stage and environmental factors have an impact on morphological characteristics, a DNA-based identification system became necessary. In the course of evolution, DNA polymorphisms emerged through various molecular mechanisms such as substitution, insertion, deletion or segmental duplication. Sequencing represents a direct method to detect the genotype differences caused by the resulting DNA sequence variations. However, grape breeders do not need to see all polymorphisms at the same time. Therefore, the use of molecular markers for targeted genomic regions (e.g. SSR, STS, AFLP) offers a quicker, cheaper and less resource-intensive solution. Established under the Genres 081 and GrapeGen 06 projects, the EU-VITIS database ( contains not only ampelographic data but also the allele sizes (i.e. microsatellite fingerprints) of grape varieties in the relevant nine polymorphic SSR loci (VVS2, VVMD5, VVMD7, VVMD25, VVMD27, VVMD28, VVMD32, VrZag62 and VrZag79). Efficient and effective microsatellite-based genotyping allows for international data exchange, enabling researchers to clearly identify synonyms and homonyms as well as eventual family relationships between varieties. The EU-VITIS has already been incorporated in the VIVC database, turning this latter into a register of varieties based on molecular and morphological characteristics. First we studied grape cultivars and Vitis seedlings in these 9 microsatellite loci. The codominance of microsatellite markers offers a possibility for the verification of parent-progeny relationships as well. However, for the SSR-based reconstruction of parent-progeny relationships it is advisable to increase the number of studied loci to 20 or even 30. Our red wine culture owes its origin to the acclimatization and cultivation of the Kadarka variety in Hungary. Although it is not indigenous to the Carpathian Basin, its cultivation for hundreds of years still makes Kadarka an important Hungarian variety. Its molecular analysis was justified by the presence of several Kadarka varieties maintained in the Pécs gene bank 4
5 (PTE SzBKI) and grown in plantations, and of the cultivar named Kadarka or cultivated together with these varieties. Microsatellite analyses were used to reconstruct the origin and to verify or deny the published pedigree of numerous grape varieties. Pedigree studies based on SSR markers have identified many erroneous documents, leading to the exclusion of mostly the male parent and, to a lesser extent, both registered parents. During our work we prepared SSR fingerprints for V. vinifera L. cultivars from Hungarian bred and interspecific hybrids of the PM and DM resistant Seibel / Seyve-Villard grapes origin. The allele sizes of the registered parent varieties and 19 French bred Seibel / Seyve-Villard hybrids were analyzed together with the allele sizes of Hungarian bred varieties to examine parent-progeny relationships and make comparisons with the registered pedigree. North-American Vitis species play an outstanding role in Hungarian grape breeding. That is why we prepared SSR fingerprints in the recommended 9 loci for the seedling populations of three Vitis species of North-American origin (V. berlandieri PLANCH., V. riparia MICHX. and V. rupestris SCHEELE). We have also performed marker-based selection with the use of gene-specific markers in order to study the alleles of the VvMybA1 and VvMybA2 transcription factor genes associated with berry colour. Berry colour is an important characteristic which determines the end-product use for both table grapes and wine grapes. Dark berry colour is determined by the volume and composition of the synthesized anthocyanins. In the anthocyanin biosynthetic pathway, the UFGT gene encoding the last key enzyme has been proven to be under the control of two transcription factors (VvMybA1 and VvMybA2). For both genes it was possible to identify the mutation (insertion of a retrotransposon in the promoter of VvMybA1 / 2 SNPs in VvMybA2) which is associated with a function loss i.e. white berry skin colour in homozygous form. In this thesis, we forecast, on a molecular basis, the expected inheritance pattern of berry colour for the white Nektár and the dark Jacquez seedling populations. 5
6 OBJECTIVES 1. SSR-based molecular analysis of the Kadarka varieties maintained at the PTE SzBKI gene bank, the cultivars and their hybrids named Kadarka and cultivated together with Kadarka, and the 2 cultivars of PÁL MÉSZÁROS ( Mészi kadarka and Virághegyi kadarka ), identification of homonyms, synonyms and parent-progeny relationships; 2. Characterization of 20 Hungarian and 4 foreign bred V. vinifera L. cultivars in 9 SSR loci and their comparison with the grape varieties registered in their pedigree in order to clarify eventual parent-progeny relationships; 3. Preparation of SSR fingerprints in 9 loci for 23 French and 22 Hungarian bred, actually or presumably PM and DM resistant varieties of Seibel / Seyve-Villard origin and for their V. vinifera L. parent cultivars in order to study their origin; 4. Verification of the origin of the Eger 2 cultivar on the basis of the SSR fingerprints of 8 descendants; 5. Microsatellite-based characterization of the open pollinated seedlings of the V. rupestris SCHEELE., V. riparia MICHX. and V. berlanieri PLANCH. genotypes; 6. Berry skin colour selection with molecular markers in the seedling population of Nektár x Jacquez grapes. 6
7 2 MATERIAL AND METHOD 2.1 Plant material Kadarka varieties, cultivars named Kadarka, accompanying varieties grown with Kadarka, Kadarka hybrids and their other parent cultivars (30 genotypes) 42 Hungarian and 4 foreign bred cultivars studied for pedigree analysis, and 29 varieties belonging to the available documented pedigree study plus another 19 Seibel / Seyve- Villárd hybrids Open pollinated seedlings of the V. berlandieri PLANCH., V. riparia MICHX. and V. rupestris SCHEELE maternal genotypes (56, 112 and 92 genotypes) 49 hybrids from Nektár x Jacquez crossing and their parents 2.2 DNS extraction The young leaf samples were stored at -70 C before DNA extraction and then pulverized with liquid nitrogen in a mortar. As to the Kadarka variety samples, the Seibel / Seyve- Villard hybrids, the varieties produced through crossing and their studied parent partners, the DNA was extracted and purified from 100 mg leaf sample with DNeasy Plant Mini Kit (Qiagen), according to the manufacturer s protocol. As to the Nektár x Jacquez seedling population as well as the V. berlandieri PLANCH., V. riparia MICHX. and V. rupestris SCHEELE samples, the DNA was extracted from 1 g leaf sample with cetyltrimethyl ammonium bromide (CTAB). The DNA stock concentration was measured with NanoDrop spectrophotometer. Then 15 ng/μl dilutions were prepared for a final volume of 100 μl, which were used as templates in the PCR reaction. 2.3 PCR conditions and markers used in this study For the microsatellite analysis of grape samples we used the 9 SSR markers (VVS2, VVMD5, VVMD7, VVMD25, VVMD27, VVMD28, VVMD32, VrZag62, VrZag79) recommended in the Genres 081 and then in the GrapeGen 06 project (THOMAS and SCOTT 1993, BOWERS et al. 1996, 1999a, SEFC et al.1999). In our Kadarka cultivar research, we studied a further 11 SSR loci (VrZag25, VrZag47, VrZag64, VrZag67, VrZag83, VrZag112, VVMD6, VVMD21, VVMD31, VVMD36, VVIb32) (SEFC et al. 1999, BOWERS et al. 1999a, MERDINOGLU et al. 2005). For the pedigree analysis of the Csillám cultivar we applied an additional 11 SSR i.e. a total of 31 primer pairs (scu08, scu10, VVS4, VVS5, VVIp60, VVIi51, 7
8 VVIv37, VVIp31, VMC6d12, VMC4h6, VMC2h4) (SCOTT et al THOMAS and SCOTT 1993, MERDINOGLU et al. 2005, ARRAYO-GARCIA and MARTINEZ-ZAPATER 2004). For the follow-up of the VvMybA1 gene we used its allele-specific primers (KOBAYASHI et al., 2004) and the 20D18CB9 CAPS marker linked to the gene (WALKER et al. 2006). The polymerase chain reactions were performed according to TÓTH-LENCSÉS et al. (2015b) for SSR primers and according to TÓTH-LENCSÉS et al. (2015a) for the CAPS primers. 2.4 Digestion, sequencing, SNaPshot The fragments amplified by CAPS primers were digested and sequenced according to TÓTH-LENCSÉS et al. (2015a). The two SNP (VvMybA2R44/K980, VvMybA2C22) polymorphisms of the VvMybA2 gene were studied with the SNaPshot method (ABI PRISM SNaPshot Multiplex kit). A volume of 3 μl of the purified PCR mixture amplified by the VvMybA2 primer pair was used for the SNaPshot reaction carried out according to the manufacturer s protocol (Applied Biosystems Protocol P/N ) with the ABI PRISM SNaPshot ddntp Primer Extension Kit (Applied Biosystems). 2.5 Determination of the exact base pair size of microsatellites ALF-Express II instrument was used on 8% polyacrylamide gel (ReproGelTM High Resolution, GE Healthcare BioSciences) to determine the exact base pair size of SSR alleles according to TÓTH-LENCSÉS et al. (2015b). 2.6 Statistical evaluation of microsatellite data The parent-progeny relationships were analyzed according to TÓTH-LENCSÉS et al. (2016), while the documented pedigrees were studied according to TÓTH-LENCSÉS et al. (2015b). 8
9 3 RESULTS 3.1 SSR-based genotyping Molecular genetic characterization of the Kadarka varieties, the cultivars named Kadarka, the accompanying cultivars grown with Kadarka and the Bíbor kadarka The allele sizes of the 30 items associated with Kadarka (cultivars, varieties, produced through cross-breeding with Kadarka ), determined in 20 SSR loci, were used to draw a dendogram in order to display genetic distances (Figure 1). We evaluate the microsatellite results and the dendogram in groups. Group I includes the Kadarka varieties. Lúdtalpú kadarka, Ménesi kadarka, Kék kadarka and Szürke kadarka (Werner et al. 2013), which had formerly proven to be identical in 9 microsatellite loci, provided the same DNA fingerprints also in the additional 11 microsatellite loci. Based on the results of twenty SSR loci, the newly involved Kadarka varieties such as Fügelevelű kadarka, Kadarka kék bolondoshím, Kadarka kék csillagvirágú, Keresztes levelű kadarka, Lila keresztes levelű kadarka, Zöld keresztes levelű kadarka and the two clones ( Fűszeres kadarka P.9, Nemes kadarka P.8) have demonstrated to have the same genotype as Kék kadarka. Thus the DNA analysis confirms the old literature statement, according to which the morphologically different plants of the old Kadarka plantations of various production regions belong to the same cultivar (ENTZ et al. 1869, TERSÁNCZKY 1869, MOLNÁR 1888, DRUCKER 1906, KOZMA 1963, NÉMETH 1967). Group II includes cultivars of non Kadarka origin which used to be grown together with Kadarka. The only cultivar named Kadarka in this group is Mészi kadarka. The microsatellite DNA analyses indicated already in 9 loci that Csókaszőlő and Cigányszőlő were not synonyms, while Rácfekete and Cigányszőlő were of the same genotype (WERNER et al. 2013). This was confirmed by the results of the additional 11 SSR markers. Figure 1 shows that Csókaszőlő and Cigányszőlő are distant from each other and from the Kadarka varieties. It should be noted that the Csókaszőlő, Cigányszőlő, Rácfekete and Vad fekete cultivars are often referred to in former literature as synonyms. Mészi kadarka (cultivar registered as Mészi kadar in the National List of Varieties for 2016) is separated both from the Kadarka varieties and from the Olasz kadarka group, while it shows the closest realationship with Csókaszőlő maintained in the Pécs gene bank (Figure 1). 9
10 Figure 1 Genetic distance between our 30 samples on the basis of 20 microsatellite loci. Source of images: and WERNER (2013). Group III shows Kadarka cultivars formerly cultivated together with Kadarka, Bíbor kadarka and the assumed parents. Due to their straightforward morphological differences, 10
11 Olasz kadarka and Kadarka are considered separate cultivars by various authors (MOLNÁR 1888, DRUCNER 1906, KOZMA 1963, NÉMETH 1966), and we have confirmed the same through genotyping. The allele sizes of Olasz kadarka and those of Virághegyi kadarka selected by Pál Mészáros (registered as Virághegyi in the National List of Varieties for 2016) were fully identical already in 9 loci (WERNER et al. 2013); then they proved to be the same also in the additional 11 loci, so their identical genotype has been confirmed (Figure 1). The SSR data support the different genotypes of Török kadarka and Kadarka and thus confirm the findings of MOLNÁR (1888) and DRUCKER (1906). Prior to the phylloxera plague, Öreg kadarka was considered as a valuable, well-coloured variety of Kadarka by ENTZ et al (1869). However, it is mentioned as a separate cultivar in subsequent studies (DRUCKER 1906, KOZMA 1963, NÉMETH 1966), which is confirmed by previous findings (WERNER et al. 2013) and also by the results of our current extended microsatellite analyses. Despite the similar variety name, we have not found any genotype identical with Kadarka in this group. However, the polymorphic pattern of the 20 SSR loci enabled us to determine parent-progeny relationships. Accordingly, we have proven that there is a parentprogeny relationship between Olasz kadarka, Öreg kadarka and Kadarka (LACOMBE et al. 2013), and that Török kadarka also originates from the Kadarka cultivar. The long history of Kadarka grapevine culture gave a chance for spontaneous hybridization and enabled these seedlings to become a separate cultivar. Both Csókaszőlő and Mészi kadarka carry a common allele in 20 loci, which is a proof for their parent-progeny relationship. The identification of the origin of Mészi kadarka is especially important because it is confirmed to be the progeny of a Hungarian red wine variety known already in the Middle Ages ( Csókaszőlő is an old Hungarian variety of unknown origin). Pál Mészáros (responsible for selecting and maintaining the variety) describes Mészi kadarka as a scruffy variety with small berries and small bunch of grapes (TOMPA és BÁNYAI 2008); this description is also valid for Csókaszőlőre. The alleles determined in 20 SSR loci confirm or reject the registered parent-progeny relationships also in the case of Kadarka hybrids. Based on results obtained from 20 microsatellite loci, Kadarka can be proven to be one parent of Fehér kadarka from the Pécs collection, although the Erdei fehér variety is excluded by SSR data. It also means that Fehér kadarka, the old southern variety maintained in the Pécs collection and involved in our study, is not identical with Fehér kadarka created by PÁL KOCSIS with the crossing of Kadarka x Erdei fehér ( Bakarka ). In 9 SSR loci, Szagos kadarka has proven to be identical with Halápi szagos, maintained in the collections, and the relevant data fail to confirm (WERNER et al. 2013) that Kadarka is one of the parents referred to in literature (NÉMETH 1966). 11
12 According to our current extended molecular genetic analysis, 3 out of 20 loci exclude the potential parentage of Fekete muskotály listed in the pedigree of Szagos kadarka ; accordingly, it has been concluded that none of the presumed parents took part in the creation of Szagos kadarka. Results from the additional 11 loci also confirm the identical genotypes of Szagos kadarka and Halápi szagos. Bíbor kadarka, obtained through cross-breeding, has been confirmed to originate from the Kadarka parent referred to in literature. Further analysis will be required concerning the other parent Pedigree analysis for cultivars obtained through crossing within the V. vinifera L. species We examined 20 Hungarian and 4 foreign hybrids obtained through crossing within the V. vinifera L. species. Using Identity 1.0 to analyze the allele sizes of a total of 44 genotypes detected in 9 loci, we have obtained the groups shown in Table 1. The DNA of both parent cultivars was available for hybrids in Group 1, 3 and 5. However, we examined only one parent for hybrids in Group 2 and 4. The SSR data confirm the registered pedigree of the Hungarian bred Attila, Boglárka, Generosa, Kármin, Kozma Pálné muskotály, Nektár, Pannónia kincse, Rozália, Zenit and Zengő varieties and the foreign bred Hamburgi muskotály, Itália and Kerner varieties in Group 1 (Table 1). GYÖRFFYNÉ et al. (2011) published similar data for the Zenit and Zengő cultivars. In that study 3 of the 6 SSR primers were the same as ours, which means that data obtained from a total of 12 microsatellite loci confirm the pedigree of Zenit and Zengő. As to Group 2 including Bíbor kadarka, Cegléd szépe, Favorit and Mathiasz Jánosné muskotály, we have confirmed the available parent (Table 1). According to the SSR data of the EU-VITIS database, Muscat Bouschet, the other parent of Bíbor kadarka, is excluded by 5 out of 9 loci. Group 3 includes the Hungarian bred Cserszegi fűszeres, Korona and Pátria varieties and the foreign bred Müller-Thurgau variety (Table 1). In this group each pollinating parent was excluded; thus in the case of the Müller-Thurgau variety used as control we have confirmed the origin theory of Thomas et al. (1994), Sefc et al. (1997) and Dettweiler et al. (2000). 12
13 Table 1 Literature pedigree and SSR-based origin analysis of the 24 V. vinifera L. cultivars. (The verified parent-progeny relationships are highlighted) Pedigree SSR-based origin analysis Group Progeny Parent 1 Parent 2 Number of identical alleles: Parent 1 Number of identical alleles :Parent 2 1 Mathias Jánosné Attila Rosa menna 9/9 muskotály 9/9 Boglárka Génuai zamatos Pannónia kincse 9/9 9/9 Generosa Ezerjó Piros tramini 9/9 9/9 Hamburgi Alexandriai muskotály muskotály Kék trollinger 9/9 9/9 Italia Bicane Hamburgi muskotály 9/9 9/9 Kármin Kadarka Petit boushet 9/9 9/9 Kerner Kék trollinger Rajnai rizling 9/9 9/9 Kozma Pálné 9/9 9/9 Itália Irsai olivér muskotály Nektár Judit Cserszegi fűszeres 9/9 9/9 Szőlőskertek 9/9 9/9 Pannónia kincse királynője muskotály Cegléd szépe Rozália Olaszrizlig Tramini 9/9 9/9 Zenit Ezerjó Bouvier 9/9 9/9 Zengő Ezerjó Bouvier 9/9 9/9 2 Bíbor kadarka Kadarka Muscat Bouschet ** 9/9 na. Cegléd szépe Chasselas blanc n.a. 9/9 Chasselas rouge royal croquant * Favorit Chasselas Queen Szőlőskertek királynője n.a. 9/9 Victoria white * muskotály Mathiasz Jánosné muskotály Chasselas rouge de foncee * Ottonel muskotály n.a. 9/9 3 Müller-Thurgau Rajnai rizling Zöld szilváni 9/9 9/2 Cserszegi 9/9 Irsai olivér Tramini fűszeres 9/4 Korona Juhfark Irsai olivér 9/9 9/4 Pátria Olaszrizling Tramini 9/8 9/9 4 Narancsízű Chasselas Queen Szőlőskertek királynője Victoria white * muskotály n.a. 9/8 Szőlőskertek királynője muskotály Erzsébet királyné emléke * Csabagyöngye n.a. 9/7 5 Zefír Hárslevelű Leányka 9/5 9/5 No DNA was available for cultivars marked with *. The allele sizes in 9 SSR loci for cultivars marked with ** are included in the EU-VITIS database. n.a.: not available The female parent was not examined but the male parent was excluded for Narancsízű and Szőlőskertek királynője muskotály listed in Group 4. The exclusion of the pollinating parent may often be the result of a pollination defect caused by the lack of proper isolation (Lacombe et al. 2013). As to the Hungarian bred Zefír white wine cultivar in Group 5, the allele sizes exclude both parents from the list of potential crossing partners, in line with the former findings of Halász et al. (2005). It is probably caused by an administrative error. 13
14 3.1.3 Pedigree analysis for North-American PM resistant hybrids Among the hybrids created by Hungarian resistance breeders, 22 cultivars of Seibel / Seyve-Villard origin were examined. The exact allele sizes were determined in 9 microsatellite loci for the 22 cultivars and the V. vinifera L. parents. We used Identity 1.0 to compare the obtained allele sizes with those of 23 French bred Seibel / Seyve-Villard cultivars detected in the same 9 SSR loci. During the pedigree analysis the 22 Hungarian bred cultivars were classified into 4 groups as shown in Table 2. Group 1 includes Chardonnay, the pedigree of which was verified during an SSR-based study (Bowers et al. 1999b). This group also includes the Bianca, Göcseji zamatos, Medina, Nero, Palatina, Reflex, Reform, Refrén, Suzy, Teréz and Vértes csillaga varieties, where the parent-progeny relationships described by Hajdu and Ésik (2001) in the 9 SSR loci cannot be excluded (Table 2). No male parent was available for the pedigree analysis of Eszter, Flóra and Lidi in Group 2; however, based on allele data, the female parents are in line with literature findings. As to Dunagyöngye, Fanny, Viktor and Zalagyöngye listed in Group 3, one parent registered in the pedigree is excluded by 9 SSR marker data. Group 4 includes Csillám, Pölöskei muskotály, Sarolta and Viktória gyöngye. As to these varieties, none of the parents corresponded to the documented crossing work. Other researchers dealing with parent-progeny relationships have already published similar mismatching results of their molecular analyses with Csabagyöngye (Hillebrand et al. 1972, Bauer et al. 2002, Kozma et al. 2003, Kiss et al. 2006, Lacombe et al 2013). According to Lacombe et al. (2013), published pedigrees not verifiable through DNA analysis represent a recurring issue. It is independent of countries or centuries and caused either by improper pollination or by the fact that, due to homonyms, the pollinator genotype differs from the one described by the breeder. It may also happen that breeders want to keep the pedigree of their excellent cultivar in secret. 14
15 Table 2 Pedigree of the 22 Hungarian bred cultivars (HAJDU and ÉSIK 2001), and parentprogeny allele matching with 9 SSR primers in the 4 groups. (The verified parent-progeny relationships are highlighted). Pedigree Group Progeny Parent 1 Parent 2 SSR-based origin analysis Number of identical alleles: Parent 1 Number of identical alleles: Parent 2 Chardonnay Pinot noir Heunisch weiss 9/9 9/9 Bianca Seyve-Villard / Eger2 Bouvier 9/9 9/9 Göcseji zamatos Seyve-Villard / Eger1 Medoc noir 9/9 9/9 Medina Seyve-Villard / Eger1 Medoc noir 9/9 9/9 Medoc noir x 9/9 9/9 Nero Seyve-Villard12375 / Eger2 Csabagyöngye 1 Palatina Seyve-Villard Szőlőskertek királynője 9/9 9/9 Reflex Pannónia kincse Seibel /9 9/9 Refrén Glória Hungariae Seibel /9 9/9 Reform Csabagyöngye Seibel /9 9/9 Suzy Seyve-Villard / Eger2 Pannónia kincse 9/9 9/9 Teréz Seyve-Villard / Eger2 Olimpia 9/9 9/9 Vértes csillaga Seyve-Villard / Eger1 Medoc noir 9/9 9/9 Eszter Seyve-Villard / Eger2 Magaracsi csemege I. 9/9 na. 2 Lidi Seyve-Villard / Eger2 Magaracsi csemege III. 9/9 na. Flóra Seyve-Villard / Eger2 Magaracsi csemege III. 9/9 na. Dunagyöngye Seibel 4986 Csabagyöngye 9/9 9/4 3 Fanny Seyve-Villard / Eger2 Téli muskotály x Olimpia 9/9 9/7 Viktor Zalagyöngye Kadarka 9/9 9/1 Zalagyöngye Seyve-Villard / Eger2 Csabagyöngye 9/6 9/9 Csillám Seyve-Villard Csabagyöngye 9/4 9/2 Pölöskei Gloria Hungaria x Zalagyöngye muskotály Erzsébet királyné 9/3 9/2-n.a. 4 ( Gloriae Hungariae x Sarolta Zalagyöngye Szőlőskertek királynője ) x 9/6 9/8 Téli muskotály Viktória gyöngye Seyve-Villard Csabagyöngye 9/1 9/5 n.a.: not available The origin of Eger 2 There are several Hungarian bred North-American resistant hybrids which were produced by crossing Seyve-Villard or Eger 2 and some V. vinifera L. cultivar. Az Literature data are contradictory regarding the origin of Eger 2. The authors consider Eger 2 as the descendant (CSEPREGI and ZILAI 1988) or selected clone of Seyve-Villard (CSEPREGI and ZILAI 1988, HAJDU and ÉSIK 2001), and the hybrid of Seyve-Villard x selective = Eger 2 / 5375 / (BÁNYAI 2012) or that of Seyve-Villard x unknown V. vinifera L. (PHYTOWELT 2002). Nevertheless, breeders and vine-growers generally agree including PÁL KOZMA, senior research fellow at PTE SzBKI that the Eger 2 variety is identical with the Seyve-Villard hybrid. 15
16 As in our former studies we reported about the SSR-based parent-progeny relationship analysis of Hungarian bred hybrids 9 of which originate from Seyve-Villard / Eger 2 [ Bianca, Eszter, Fanny, Flóra, Lidi, Nero, Suzy, Teréz, Zalagyöngye (TÓTH- LENCSÉS et al. 2015b)], we decided to check the Eger 2 pedigree via these hybrids. Among the hybrids we excluded Zalagyöngye from the potential descendants of Seyve-Villard / Eger 2 (TÓTH-LENCSÉS et al. 2015b), and continued our work with 8 descendants. The origin analysis of Eger 2 was based on the fact that Seyve-Villard is heterozygous in 9 SSR loci, which makes it suitable for origin verification on the basis of the allele composition of its 8 descendants. As both its small and large alleles were detected in all the 9 SSR loci of the 8 descendants, we have concluded, accepting literature data, that Eger 2 is either (1) a variety produced from Seyve-Villard through selection or (2) a seedling with heterozygous genotype in the 9 loci produced from the crossing of Seyve-Villard Therefore it can be concluded that Eger 2 is not the open pollinated seedling of Seyve-Villard (PHYTOWELT 2002) i.e. it is not a hybrid from a crossing with unknown V. vinifera L. because in that particular case the 8 descendants would display other alleles in addition to the alleles of Seyve-Villard and the other parent. However, when the general opinion of breeders is compared with the results of our SSR-based study, we conclude that Eger 2 is identical with Seyve-Villard The origin of Csillám According to literature information, Csillám was obtained from the crossing of Seyve- Villard x Csabagyöngye, which can be denied right on the basis of the alleles of the 9 SSR loci (Figure 2). Using Identity 1.0, we applied the data of 383 genotypes (included in the study) detected in 9 loci in order to identify parent-progeny combinations. The following combination was revealed: Csillám = Kékfrankos x Seibel In order to clarify and confirm the origin, 11 additional SSR markers were used to study Csillám as well as its registered and assumed parent pairs. The resulting data were combined with the data of 20 varieties named Kadarka or associated with Kadarka. According to the findings obtained by running Identity 1.0 on the resulting 25 genotypes, the probability of Csillám being the hybrid of Kékfrankos x Seibel 4643 is 7.03 x higher than the probability of Csillám being the hybrid of two cultivars randomly selected from the population. In the case of grapevine the verification of parent-progeny relationships based on SSR allele sizes requires the checking of 20 loci (Sefc et al. 1999). However, according to certain authors, the verification of suggested or assumed parent-progeny relationships requires the involvement of even more SSR loci 16
17 (Vouillamoz et al. 2003). Therefore we relied on the results of another 11 i.e. a total of 31 ( ) SSR loci to prove that Csillám is the result of crossing Kékfrankos with Seibel Figure 2 Exact allele sizes of Csillám determined in the VVMD28 SSR locus for its registered parents ( Csabagyöngye, Seyve-Villard ) and for the new parents ( Kékfrankos, Seibel 4643 ) identified by us (ALFexpress II) SSR-based analysis of the seedlings of North-American Vitis species (V. berlandieri PLANCH., V.riparia MICHX. and V. rupestris SCHEELE) Based on allele sizes detected in 9 SSR loci for the open pollinated seedlings of North- American Vitis species, we have identified the actual alleles carried by V. berlandieri PLANCH., V. riparia MICHX. and V. rupestris SCHEELE at each SSR locus. Its importance is that if any of these is involved in a breeding program, breeders will already have genotyping data at their disposal. 17
18 Determining the allele polymorphism of the VvMybA1 gene with gene specific and linked markers Using molecular markers to select berry skin colour in Nektár x Jacquez progeny The purpose of the studies was to use the 20D18CB9 CAPS marker linked with the VvMybA1 gene to forecast the berry colour of the 49 hybrids obtained from the crossing of blueberried Jacquez (V. Bourquina =V. aestivalis MICHX. x V. vinifera L.) with white-berried Nektár (V. vinifera L.). In the case of pure V. vinifera reference cultivars, in Nektár and 17 hybrids the 20D18CB9 CAPS marker produced a fragment of 577 bp.. The V. aestivalis MICHX. sample displayed a fragment of 543 bp. In the case of Jacquez and 24 hybrids both allele sizes were detectable. Therefore, we did not even need restriction digestion to discriminate V. aestivalis MICHX. or the presumably blue-berried hybrids including Jacquez. However, except for the latter, no phenotype data were available to us. The 20B18CB9 CAPS primer linked with the VvMybA1 gene was able to detect a deletion of 34 bp of V. aestivalis MICHX. origin in Jacquez and in the presumably red-berried descendants without any need for digestion. Use of the CAPS marker linked with the VvMybA1 gene proves in the case of Nektár x Jacquez hybrids that this marker is suitable for detecting the V. aestivalis MICHX. component in the Jacquez parent cultivar. In other words, it can be used as a simple locus-specific PCR marker Proving the origin of Csillám The two cultivars identified as parents have blue berry colour, while Csillám has white berry colour; therefore both the parents and the hybrid were checked for the alleles encoding the VvMybA transcription factors that regulate the biosynthesis of anthocyanin. In most grape cultivars, white berry colour is genetically caused by the insertion of the Gret1 retrotransposon in the promoter of VvMybA1 (Kobayashi et al. 2004) or by point mutations in VvMybA2 (Walker et al. 2007, Carrasco et al. 2015). The presence or absence of Gret1 was detected with the CAPS marker, which proved that the Kékfrankos cultivar is a coloured heterozygous genotype, while the also blue-berried Seibel 4643 showed a white homozygous genotype. We analyzed the allele composition of the VvMybA2 transcription factor gene with the SNaPshot method and concluded in view of the reference samples that Seibel 4643 carries a functional SNP in heterozygous form at both of the studied SNP positions. Therefore anthocyanin is synthesized in the berry skin even if both alleles of VvMybA1 become dysfunctional as a result of Gret1 insertion. The results prove that Csillám 18
19 has inherited from both parents the white alleles carrying the VvMybA1+Gret1 and VvMybA2 SNP mutations Examining the berry skin of Kék kadarka and Szürke kadarka The results of our extended analysis with 20 SSR markers has confirmed that Szürke kadarka is a colour variant of Kadarka. The polymorphism of the gene encoding the VvMybA1 transcription factor that regulates the biosynthesis of anthocyanin was also studied with the purpose of discriminating Kék kadarka from Szürke kadarka of the same genotype. While in the former two cases the allele polymorphism of the VvMybA1 gene was analyzed with success, the same method was unable to distinguish Kék kadarka from Szürke kadarka. Further studies will be carried out in this direction, in reliance of point mutations already identified in the VvMybA2 gene. 19
20 3.2 New scientific results 1. Based on 20 loci, we have prepared SSR fingerprints for 30 Kadarka varieties, cultivars named Kadarka and genotypes linked to Kadarka. Based on 9 loci, we have determined SSR fingerprints for an additional 93 cultivars, varieties and hybrids as well as for 260 open pollinated seedlings originating from V. berlandieri PLANCH., V. riparia MICHX. and V. rupestris SCHEELE. 2. We have verified synonyms on the basis of allele sizes (in 20 loci): Halápi szagos - Szagos kadarka, Cigányszőlő - Rácfekete, Virághegyi kadarka - Olasz kadarka, Batuta neagra - Mopach bial. 3. We have confirmed that the studied eight Kadarka varieties are of the same genotype as Kék kadarka (in 20 loci). 4. We have proven that Kadarka is one of the parents of the Olasz kadarka, Virághegyi kadarka, Öreg kadarka and Török kadarka cultivars (in 20 loci), while Mészi kadarka is a progeny of Csókaszőlő (in 20 loci). 5. We have confirmed or clarified the assumed origin of an additional 44 varieties through microsatellite analysis (in 9 loci). 6. While studying the origin of the Hungrian bred Eger 2 variety, we have concluded that this variety is identical with the Seyve-Villard hybrid. 7. We have determined in 31 microsatellite loci the SSR fingerprints of the parent cultivars of Csillám as well as the parent cultivars in the documented and in our new pedigree. We have proven for the first time that the white wine grape cultivar Csillám is the hybrid of the blue-berried Kékfrankos and Seibel We have further supported this finding through a study of the allele polymorphism of the VvMYBA1 and VvMYBA2 genes. 8. We have developed a method for the selection of white and coloured berry skin genotypes in the Nektár x Jacquez seedling populations. 20
21 4 SUMMARY This thesis presents our results obtained with molecular markers used for various purposes. The morphological characterization of grapevine cultivars must be supplemented with a molecular analysis in order to safely identify a particular cultivar. Thus we have used DNA fingerprinting to characterize (1) Kadarka cultivars and varieties, (2) Vitis vinifera L. genotypes, (3) hybrids of Seibel / Seyve Villard origin, and (4) the seedlings of three North- American Vitis species. We have identified parent-progeny relationships by increasing the number of SSR loci. Furthermore, we have used gene-specific primers to perform marker-based selection in a segregating population generated by crossing a white-berried aromatic wine grape cultivar ( Nektár ) with a PM resistant cultivar ( Jacquez ). We have used this marker system to confirm the origin in the case of our reconstructed Csillám pedigree. We have used our results to prove that the ampelographically different Kadarka varieties ( Lúdtalpú kadarka, Ménesi kadarka, Fügelevelű kadarka, Kadarka kék bolondoshím, Kadarka kék csillagvirágú, Keresztes levelű kadarka, Lila keresztes levelű kadarka, Zöld keresztes levelű kadarka ) are of the same genotype as the basic Kadarka cultivar in 20 SSR loci. Olasz kadarka and Virághegyi kadarka are the same but they are not identical with Kék kadarka. This fact also supports the need to supplement the morphological characterization of grapevine cultivars with a molecular analysis. This statement is further confirmed by the fact that we identified additional synonyms during our study of a total of 30 genotypes that can be associated with the Kadarka cultivar: Halápi szagos - Szagos kadarka ; Cigányszőlő - Rácfekete ; Batuta neagra - Mopach bial. Our pedigree reconstruction work has revealed that Kadarka is one of the parents of the Olasz kadarka, Virághegyi kadarka, Öreg kadarka and Török kadarka cultivars, while Mészi kadarka is the progeny of Csókaszőlő. Regardless of the 20 SSR loci used, we could not distinguish Szürke kadarka from Kék kadarka. As to the microsatellite analysis of the registered pedigrees of 46 cross-bred grapevine cultivars, (1) (when examining both parents) we have confirmed one of the parents for 24 cultivars and excluded one of the parents for 8 cultivars and both parents for 5 cultivars; (2) (when examining one of the parents) we have confirmed the registered cultivars in 7 cases and excluded them in 2 cases. As suggested by other authors, we also think that at least 20 loci should be examined for the microsatellite-based study of registered pedigrees. By examining 31 SSR loci in the case of Csillám, we have not only excluded the registered origin of Seyve- Villard x Csabagyöngye but established that the cultivar is the hybrid of Kékfrankos 21
22 x Seiben For the origin analysis of the Hungarian bred Eger 2 cultivar we have relied on the microsatellite results of its 8 hybrids and assumed parent ( Seyve-Villard ). We have proven that except for Seyve-Villard no other V. vinifera L. cultivar was involved in the pedigree. Furthermore, we have performed marker-based selection with the use of gene-specific markers: in particular, we have studied the VvMybA1 and VvMybA2 transcription factor genes that play a role in the determination of berry colour. As the 20D18CB9 CAPS primer pair used to examine the mutation of the VvMybA1 gene responsible for berry colour detected a deletion of 43 bp in V. aestivalis MICHX. (or an insertion into this sequence of the V. vinifera L. species), a simple PCR carried out with the CAPS primer pair is sufficient to forecast the berry color of seedlings at the time of examining the progeny population created by crossing the dark-berried Jacquez (originating from V. aestivalis MICHX.) with the white Nektár cultivar. Neither SSR nor VvMybA1 gene analyses were sufficient to distinguish Szürke kadarka from Kék kadarka, we suggest further studies in reliance of VvMybA2 gene mutations. In addition to SSR analysis (31 loci), we have studied VvMybA1 and VvMybA2 gene mutations in order to confirm the pedigree of Csillám. Through the application of berry colour markers, we have proven, on a molecular basis, that Csillám created by crossing two darkberried cultivars is white because it inherited from both parents the white alleles carrying the VvMybA1+Gret1 and VvMybA2 SNP mutations. 22
23 5 REFERENCES 1. Arroyo-Garcia, R., Martinez-Zapater, J.M. (2004) Development and characterization of new microsatellite markers for grape. Vitis 43: Bauer, K. (2002) Weinbau. Wien Osterreichischer Agrarverlag. Druck und Verlagsges. Mbh. Nfg. KG. 3. Bányai, G.B. (2012) Szőlőbarát Duna Bor Magazin 5 (1): Bowers, J.E., Dangl, G.S., Vignani, R., Meredith, C.P. (1996) Isolation and characterization of new polymorphic simple sequence repeat loci in grape (Vitis vinifera L.). Genome 39: Bowers, J.E., Dangl, G.S., Meredith, C.P. (1999a) Development and characterization of additional microsatellite DNA markers for grape. American Journal of Enology and Viticulture 50: Bowers, J., Boursiquot, J.M., This, P., Chu, K., Johansson, H., Meredith, C.P. (1999b) Historical genetics: The parentage of Chardonnay, Gamay, and other wine grapes of northeastern France. Science 285: Carrasco, D., De Lorenzis, G., Maghradze, D., Revilla, E., Bellido, A., Failla, O. Arroyo-Garcia, R. (2015) Allelic variation in the VvMybA1 and VvMybA2 domestication genes in natural grapevine populations (Vitis vinifera subsp. sylvestris). Plant Systematics and Evolution 301: Csepregi, P., Zilai, J. (1988) Szőlőfajta-ismeret és használat. Mezőgazdasági Kiadó. Debrecen. 9. Dettweiler, E., Jung, A., Zyprian, E., Töpfer, R. (2000) Grapevine cultivar Müller-Thurgau and its to type descent. Vitis 39 (2): Drucker, J. (1906) A nemes kadarka. Borászati Lapok. Pátria Irodalmi Vállalat és Nyomdai Részvénytársaság. Budapest Entz, F., Málnay, I,. Tóth, I. (1869) Magyarország borászata. Athenaeum. Pest. 12. Györffyné Jahnke, G., Majer, J., Németh, Cs., Knolmajerné Szigeti, Gy. (2011) Kitől van a gyerek? Szőlőfajták származása a genetikai kutatások tükrében. LIII. Georgikon Napok Hajdu, E., Ésik, A. (2001) Új magyar szőlőfajták. Mezőgazda Kiadó. 14. Halász, G., Veres, A., Kozma, P., Kiss, E., Balogh, A., Galli, Zs., Szőke, A., Hoffmann, S., Heszky, L. (2005) Microsatellite fingerprinting of grapevine (Vitis vinifera L.) varieties of Carpathian Basin. Vitis 44: Hillebrand, W. (1972) Taschenbuch der Rebsorten. Dr. Bilz & Dr. Fraund KG, Wiesbaden. 16. Kiss, E., Kozma, P., Halasz, G., Molnar, S., Galbacs, Zs., Hoffmann, S., Veres, A., Galli, Zs., Szőke, A., Heszky, L. (2006) Pedigree of Carpathian basin and Hungarian grapevine cultivars based on microsatellite analysis. In: Peterlunger, E., DiGaspero, G., Cipriani, G. (eds) Proceedings of the 9th International Conference on Grape Genetics and Breeding, Udine. Acta Horticulturae Kobayashi, S., Goto-Yamamoto, N., Hirochika, H. (2004) Retrotransposon-induced mutations in grape skin color. Science 304: Kozma, P. (1963) A szőlő termékenységének és szelektálásának virágbiológiai alapjai. Akadémiai Kiadó. Budapest 19. Kozma, P., Balogh, A., Kiss, E., Galli, Zs., Koncz, T., Heszky, L. (2003) Study of origin of cultivar Csaba gyöngye (Pearl of Csaba). Acta Horticulturae 603: Lacombe, T., Boursiquot, J.M., Laucou, V., DiVecchi-Staraz, M., Péros, J.P., This, P. (2013) Large-scale parentage analysis in an extended set of grapevine cultivars. Theoretical and Applied Genetics 126 (2): Merdinoglu, D., Butterlin, G., Bevilacqua, L., Chiquet, V., Adam-Blondon, A.F., Decroogq, S. (2005) Development and characterisation of large set of microsatellite markers in grapevine (Vitis vinifera L.) suitable of multiplex PCR. Molecular Breeding 15: Molnár, I. (1888) A szőlőművelés és borászat kézikönyve. Atheneum R. Társulat. Budapest. 23. Németh. M. (1966) Borszőlőfajták határozókulcsa. Mezőgazdasági Kiadó. Budapest. 24. Németh, M. (1967) Ampelográfiai album. Termesztett borszőlőfajták I. Mezőgazdasági Kiadó. Budapest. 25. Phytowelt, (2002) Study on the use of the varieties of interspecific vines Scott, K.D., Eggler, P., Seaton, G., Rosetto, E.M., Ablett, E.M., Lee, L.S., Henry, R.J. (2000) Analysis of SSRs derived from grape ESTs. Theoretical and Applied Genetics 100:
24 27. Sefc, K.M., Regner, F., Turetschek, E., Glössl, J., Steinkellner, H. (1999) Identification of microsatellite sequences in Vitis riparia and their applicability for genotyping of different Vitis species. Genome 42: Sefc, K.M., Steinkellner, H., Wagner, H.W., Glössl, J., Regner, F. (1997) Application of microsatellite markers to parentage studies in grapevine. Vitis 36: Tersánczky, J. (1869) A jobb szőlőművelés, borkészítés és pinczegazdálkodás korszerü könyve. Fischel Fülöp nyomdájában és bizományában. Nagy-Kanizsa. 30. Thomas, M.R., Caon, P., Scott, N.S. (1994) DNA typing of grapevines: A universal methodology and database for describing cultivars and evaluating genetic relatedness. Plant Molecular Biology 25: Thomas, M.R., Scott, N.S. (1993) Microsatellite repeats in grapevine reveal DNA polymorphism when analysed as sequence-tagged sites (STSs). Theoretical and Applied Genetics 86: Tompa, I., Bányai, G.B. (2008) Kint a hegyen kadarkával. Borigo 10: Tóth-Lencsés A.K., Kerekes, A., Szőke, A., B. Lajter, F., Lönhard, T., Kiss, E., Kocsis, L. (2015a) Marker assisted selection for berry colour in a Nektár x Jacquez grape progeny. Vitis 54: Tóth-Lencsés A.K., Kozma, P., Szőke, A., Kerekes, A., Veres, A., Kiss, E. (2015b) Parentage analysis in Hungarian grapevine cultivars of Seibel - Seyve-Villard origin. Vitis 54 (Special Issue): Tóth-Lencsés, A.K., Werner, J., Kerekes, A., Szőke, A., Veres, A., Kozma, P., Kiss, E. (2016) Kadarka változatok, klónok, a Kadarkával együtt termesztett kísérő fajták és a Bíbor kadarka molekuláris genetikai jellemzése. Kertgazdaság 48 (1): Vouillamoz, J., Maigre, D., Meredith, C.P. (2003) Microsatellite analysis of ancient alpine grape cultivars: pedigree reconstruction of Vitis vinifera L. Cornalin du Valais Theoretical and Applied Genetics 107: Walker, A.R., Lee, E., Robinson, S.P. (2006) Two new grape cultivars, bud sports of Cabernet Sauvignon bearing pale-coloured berries, are the result of deletion of two regulatory genes of the berry colour locus. Plant Molecular Biology 62 (4 5): Walker, A.R., Lee, E., Bogs, J., McDavid, D.A.J., Thomas, M.R., Robinson, S.P. (2007) White grapes arose through the mutation of two similar and adjacent regulatory genes. Plant Journal 49: Werner, J.,Tóth-Lencsés, A.K., Veres, A., Kiss, E., Kozma, P. (2013) Morphological and molecular characterization of varieties and selected clones of Kadarka grape. Mitteilungen Klosterneuburg 63 (1): Werner, J. (2013) Az Olasz rizling P. 2 és a Kadarka szőlőfajta klónszelekciós nemesítése. 24
25 7 RELATED PUBLICATIONS Articles In English Tóth-Lencsés, A.K., Kerekes, A., Szőke, A., B. Lajter, F., Lönhard, T., Kiss, E., Kocsis, L. (2015a) Marker assisted selection for berry colour in a Nektár x Jacquez grape progeny. Vitis 54: IF:0,985 Tóth-Lencsés, A.K., Kozma, P., Szőke, A., Kerekes, A., Veres, A., Kiss, E. (2015b) Parentage analysis in Hungarian grapevine cultivars of Seibel - Seyve-Villard origin. Vitis 54: IF:0,985 Bodor, P., Szőke, A., Tóth-Lencsés, K., Veres, A., Deák, T., Kozma, P., Bisztray, Gy., Kiss, E. (2013) Differentiation of grapevine (Vitis vinifera L.) conculta members based on molecular tools. Biotechnology Biotechnological Equipment 28: IF: 0,76 Werner, J., Tóth-Lencsés K., Veres A., Kiss E., Kozma P. (2013) Morphological and molecular characterization of varieties and selected clones of Kadarka grape. Mitteilungen Klosterneuburg, 63: IF: 0,11 Harangozó, T., Pernesz, Gy., Veres, A., Tóth-Lencsés, K., Heszky, L., Kiss, E. (2013) Assessment of morphological and molecular similarity of Hungarian white grape varieties. Acta Biologica Hungarica 64 (2): IF: Szőke, A., Tóth-Lencsés, K., Heszky, L., Kiss, E. (2012) Red or white? Genetic basis of grape berry colour. Hungarian Agricultural Researh, 4: 4-6. In Hungarian Tóth-Lencsés, A.K., Werner, J., Kerekes, A., Szőke, A., Veres, A., Kozma, P., Kiss, E. (2016) Kadarka változatok, klónok, a Kadarkával együtt termesztett kísérő fajták és a Bíbor kadarka molekuláris genetikai jellemzése. Kertgazdaság 48 (1): Tóth-Lencsés, A.K., Kerekes, A., Veres, A., Szőke, A., Kiss, E. (2015) Keresztezéses nemesítéssel előállított szőlőfajták származásának vizsgálata DNS elemzéssel. Borászati füzetek Külön Kiadványa Tóth-Lencsés, A.K., Kerekes, A., Veres, A., Szőke, A., ifj Kozma P., Kiss, E. (2015) Seibel és Seyve-Villard eredetű szőlőfajták SSR ujjlenyomatának és az Eger2 származásának meghetározása. Borászati füzetek Külön Kiadványa Kerekes, A., Tóth-Lencsés, A.K., Szőke, A., Veres, A., Kocsis L., Kozma P. Kiss, E. (2015) A bogyószín és a muskotályos íz genetikai háttere kárpát-medencei szőlőfajtákban. Borászati füzetek Külön Kiadványa Lencsés, A.K., Szőke, A., Kozma, P., Halász, G., Katuláné, Debreceni, D., Veres, A., Győrffyné, J.G., Kiss, E. (2010) Mikroszatellit markerek alkalmazása a magyarországi szőlő génforrások megőrzésére. Kertgazdaság 42 (1):
26 Conference summaries (lectures and posters) (Abstracts) In English Tóth-Lencsés A.K., Kozma P., Kerekes A., Kiss E. (2015) Parentage analysis in Hungarian grapevine cultivars of seibel/seyve-villard origin. In: 11th International Conference on Grapevine Breeding and Genetics. Program & Abstracts Book. Konferencia helye, ideje: Beijing, Kína, p. 173/314. Tóth-Lencsés A.K., Kerekes A., Szőke A., Veres A., Kozma P., Kiss E. (2014) Parentage analysis in Hungarian grapevine cultivars of Seibel/Seyve-Villard origin. In: Gabriella De Lorenzis, Laura Rustioni, Osvaldo Failla (szerk.) Final Conference. Progress in Vitis vinifera diversity evaluation and use.: Full Program and Abstract Book. COST Action FA1003 GRAPENET. Konferencia helye, ideje: Lisbon, Portugália, Portugal: p. 64. Tóth-Lencsés A.K., Kerekes A., Szőke A., Lajterné Farkas B., Lönhardt T., Kocsis L., Kiss E. (2013) Preliminary results of marker assisted selection for berry colour ina Nektár Jacquez progeny. In: Gabriella De Lorenzis, Laura Rustioni, Osvaldo Failla (szerk.) Final Conference. Progress in Vitis vinifera diversity evaluation and use.: Full Program and Abstract Book. COST Action FA1003 GRAPENET. Konferencia helye, ideje: Lisbon, Portugália, Portugal: p. 67. Lencsés A.K., Kiss E., Katula-Debreceni D., Galbács Zs., Molnár S., Halász G., Hoffmann S., Veres A., Szőke A., Heszky L., Kozma P. (2009) SSR based study of grapevine varieties of Carpathian basin and Hungarian origin. Workshop ont he role of Marker Assisted Selection in breeding varieties for organic agriculture. Proceedings Bioexploit, EUCARPIA, Wageningen, The Netherlands February Proceedings p. 52. In Hungarian Tóth-Lencsés A.K., Szőke A., Veres A., Kerekes A., Kozma P., Kiss E. (2015) A Csillám szőlőfajta származásának és bogyószínének genetikai háttere. In: Veisz Ottó (szerk.) XXI. Növénynemesítési Tudományos Napok: Összefoglalók. 155 p. Konferencia helye, ideje: Martonvásár, Magyarország, Martonvásár: MTA ATK, 2015.p.130. (ISBN: ) Kiss E., Gyulai G., Veres A., Szőke A., Tóth-Lencsés A.K., Kerekes A., Heszky L. (2015) Molekuláris markerek alkalmazása szántóföldi és kertészeti növények nemesítésében. In: Veisz Ottó (szerk.) Növénynemesítés a megújuló mezőgazdaságban : XX. Növénynemesítési Tudományos Nap. 522 p.konferencia helye, ideje: Budapest, Magyarország, Budapest: MTA Agrártudományok Osztályának Növénynemesítési Tudományos Bizottsága, pp (ISBN: ) Tóth-Lencsés A.K., Kozma P., Kiss E. (2013) Szülő-utód kapcsolatok elemzése Seibel, Seyve-Villard eredetű magyar nemesítésű szőlőfajtákban. In: Környezettudatos gazdálkodás és menedzsment : Gazdálkodás és menedzsment Tudományos Konferencia. Konferencia helye, ideje: Kecskemét, Magyarország, Kecskemét: Kecskeméti Főiskola, pp Tóth-Lencsés A.K., Kerekes A., Szőke A., Lajterné Farkas B., Lönhardt T., Kiss E., Kocsis L. (2013) Bogyószín szelekció molekuláris markerekkel a Nektár Jacquez szőlő utódnemzedékben. In: Veisz Ottó (szerk.) Növénynemesítés a megújuló mezőgazdaságban : XX. Növénynemesítési Tudományos Nap. 522 p.konferencia helye, ideje: Budapest, 26
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