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Liu X, Zhang D, Yu Z, Zeng B. Assembly and analysis of the complete mitochondrial genome of the Chinese wild dwarf almond ( Prunus tenella). Front Genet 2024; 14:1329060. [PMID: 38283144 PMCID: PMC10811783 DOI: 10.3389/fgene.2023.1329060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 12/18/2023] [Indexed: 01/30/2024] Open
Abstract
Background: The wild dwarf almond (Prunus tenella) is one of the national key grade II-protected wild plants in China. It is a relic deciduous forest species from the middle Eocene of the ancient Mediterranean Sea and is also known as a "living fossil of plants." It is distributed in Southeast Europe, West Asia, Central Asia, Siberia, and Xinjiang (Tacheng) and other areas of China. The plant grows on arid slopes, steppes, depressions, and valleys at an altitude of 1,200 m. The seeds of wild dwarf almonds are frost resistant and contain oil and bitter lentil glycosides, which possess medicinal value. Additionally, the seeds of wild dwarf almonds can be used as the original material for breeding new varieties of almonds and obtain ornamental flowers and trees. Results: The complete mitochondrial genome of P. tenella was sequenced and assembled using two sequencing platforms, namely, Illumina Novaseq6000 and Oxford Nanopore PromethION. The assembled genome was 452,158-bp long with a typical loop structure. The total number of A, T, C, and G bases in the genome was 122,066 (26.99%), 124,114 (27.45%), 103,285 (22.84%), and 102,693 (22.71%), respectively, with a GC content of 45.55%. A total of 63 unique genes, including 36 protein-coding genes, 24 tRNA genes, and 3 rRNA genes, were identified in the genome. Furthermore, codon usage, sequence duplication, RNA editing, and mitochondrial and chloroplast DNA fragment transfer events in the genome were analyzed. A phylogenetic tree was also constructed using 30 protein-coding genes that are common to the mitochondrial genomes of 24 species, which indicated that the genome of wild lentils is highly conserved with those of apples and pears belonging to Rosaceae. Conclusion: Assembly and annotation of the P. tenella mitochondrial genome provided comprehensive information about the mitochondrial genome of wild dwarf almonds, This study provides information on the mitochondrial genome of Prunus species and serves as a reference for further evolutionary studies on wild dwarf almonds.
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Affiliation(s)
| | | | | | - Bin Zeng
- College of Horticulture, Xinjiang Agricultural University, Urumqi, China
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2
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Nacouzi D, Masry R, El Kayal W. Quality and Phytochemical Composition of Sweet Cherry Cultivars Can Be Influenced by Altitude. PLANTS (BASEL, SWITZERLAND) 2023; 12:2254. [PMID: 37375880 DOI: 10.3390/plants12122254] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/09/2023] [Accepted: 05/26/2023] [Indexed: 06/29/2023]
Abstract
Sweet cherries (Prunus avium L.) are among the most important stone fruits in Lebanon. They are harvested between May and July; however, the introduction of new early varieties in low and medium altitudes (500-1000 m) and late varieties in higher altitudes (1800-2200 m) along with postharvest technologies can extend harvesting season. In this study, physicochemical characteristics along with total phenolic content, total anthocyanin content, and antioxidant activity of the most commercial cherry cultivars were evaluated at different altitudes to determine optimum harvesting time. Findings indicated that some varieties, such as "Teliani" and "Irani", are more significantly impacted by altitude than the other varieties in terms of maturity indices. Duration of fruit development was prolonged with altitude, and in most instances, higher fresh weights and sizes were observed; however, fruit firmness decreased. While total phenolic content (expressed as gallic acid equivalent) did not significantly vary between varieties, the antioxidant activity (FRAP and DPPH assays) showed the lowest value in "Banni" and the total anthocyanin content showed the highest levels in "Irani" and "Feraouni" and the lowest in "Mkahal" and "Banni". Furthermore, total phenolic content and reduction of ferric complex (FRAP) were interestingly influenced by geographical locations, in contrast to total anthocyanin content and radical scavenging activity (DPPH) which were unaffected.
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Affiliation(s)
- Diana Nacouzi
- Faculty of Agricultural and Food Sciences, American University of Beirut, P.O. Box 11-0236, Beirut 1107, Lebanon
| | - Rim Masry
- Faculty of Agricultural and Food Sciences, American University of Beirut, P.O. Box 11-0236, Beirut 1107, Lebanon
| | - Walid El Kayal
- Faculty of Agricultural and Food Sciences, American University of Beirut, P.O. Box 11-0236, Beirut 1107, Lebanon
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Fang B, Li J, Zhao Q, Liang Y, Yu J. Assembly of the Complete Mitochondrial Genome of Chinese Plum ( Prunus salicina): Characterization of Genome Recombination and RNA Editing Sites. Genes (Basel) 2021; 12:genes12121970. [PMID: 34946920 PMCID: PMC8701122 DOI: 10.3390/genes12121970] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 12/07/2021] [Accepted: 12/07/2021] [Indexed: 12/28/2022] Open
Abstract
Despite the significant progress that has been made in the genome sequencing of Prunus, this area of research has been lacking a systematic description of the mitochondrial genome of this genus for a long time. In this study, we assembled the mitochondrial genome of the Chinese plum (Prunus salicina) using Illumina and Oxford Nanopore sequencing data. The mitochondrial genome size of P. salicina was found to be 508,035 base pair (bp), which is the largest reported in the Rosaceae family to date, and P. salicina was shown to be 63,453 bp longer than sweet cherry (P. avium). The P. salicina mitochondrial genome contained 37 protein-coding genes (PCGs), 3 ribosomal RNA (rRNA) genes, and 16 transfer RNA (tRNA) genes. Two plastid-derived tRNA were identified. We also found two short repeats that captured the nad3 and nad6 genes and resulted in two copies. In addition, nine pairs of repeat sequences were identified as being involved in the mediation of genome recombination. This is crucial for the formation of subgenomic configurations. To characterize RNA editing sites, transcriptome data were used, and we identified 480 RNA editing sites in protein-coding sequences. Among them, the initiation codon of the nad1 gene confirmed that an RNA editing event occurred, and the genomic encoded ACG was edited as AUG in the transcript. Combined with previous reports on the chloroplast genome, our data complemented our understanding of the last part of the organelle genome of plum, which will facilitate our understanding of the evolution of organelle genomes.
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Affiliation(s)
- Bo Fang
- Fruit Research Institute, Chongqing Academy of Agricultural Sciences, Chongqing 401329, China; (B.F.); (Q.Z.)
| | - Jingling Li
- College of Horticulture and Landscape Architecture, Southwest University, Chongqing 400716, China;
- Key Laboratory of Horticulture Science for Southern Mountainous Regions from Ministry of Education, Chongqing 400716, China
| | - Qian Zhao
- Fruit Research Institute, Chongqing Academy of Agricultural Sciences, Chongqing 401329, China; (B.F.); (Q.Z.)
| | - Yuping Liang
- College of Soil and Water Conservation, Beijing Forestry University, Beijing 100083, China;
| | - Jie Yu
- College of Horticulture and Landscape Architecture, Southwest University, Chongqing 400716, China;
- Key Laboratory of Horticulture Science for Southern Mountainous Regions from Ministry of Education, Chongqing 400716, China
- Correspondence:
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4
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Wöhner TW, Emeriewen OF, Wittenberg AHJ, Schneiders H, Vrijenhoek I, Halász J, Hrotkó K, Hoff KJ, Gabriel L, Lempe J, Keilwagen J, Berner T, Schuster M, Peil A, Wünsche J, Kropop S, Flachowsky H. The draft chromosome-level genome assembly of tetraploid ground cherry (Prunus fruticosa Pall.) from long reads. Genomics 2021; 113:4173-4183. [PMID: 34774678 DOI: 10.1016/j.ygeno.2021.11.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 10/28/2021] [Accepted: 11/02/2021] [Indexed: 11/26/2022]
Abstract
Cherries are stone fruits and belong to the economically important plant family of Rosaceae with worldwide cultivation of different species. The ground cherry, Prunus fruticosa Pall., is an ancestor of cultivated sour cherry, an important tetraploid cherry species. Here, we present a long read chromosome-level draft genome assembly and related plastid sequences using the Oxford Nanopore Technology PromethION platform and R10.3 pore type. We generated a final consensus genome sequence of 366 Mb comprising eight chromosomes. The N50 scaffold was ~44 Mb with the longest chromosome being 66.5 Mb. The chloroplast and mitochondrial genomes were 158,217 bp and 383,281 bp long, which is in accordance with previously published plastid sequences. This is the first report of the genome of ground cherry (P. fruticosa) sequenced by long read technology only. The datasets obtained from this study provide a foundation for future breeding, molecular and evolutionary analysis in Prunus studies.
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Affiliation(s)
- Thomas W Wöhner
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Fruit Crops, Pillnitzer Platz 3a, D-01326, Dresden, Germany.
| | - Ofere F Emeriewen
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Fruit Crops, Pillnitzer Platz 3a, D-01326, Dresden, Germany
| | | | | | | | - Júlia Halász
- Department of Genetics and Plant Breeding, Faculty of Horticultural Science, Szent István University, Ménesi Str. 44, Budapest 1118, Hungary
| | - Károly Hrotkó
- Department of Floriculture and Dendrology, Institute of Landscape Architecture, Urban Planning and Ornamental Horticulture, Hungarian University of Agriculture and Life Science, Villányi Str. 35-43, Budapest 1118, Hungary
| | - Katharina J Hoff
- Institute of Mathematics and Computer Science, University of Greifswald, Walther-Rathenau-Str. 47, 17489 Greifswald, Germany; Center for Functional Genomics of Microbes, University of Greifswald, Felix-Hausdorff-Str. 8, 17489 Greifswald, Germany
| | - Lars Gabriel
- Institute of Mathematics and Computer Science, University of Greifswald, Walther-Rathenau-Str. 47, 17489 Greifswald, Germany; Center for Functional Genomics of Microbes, University of Greifswald, Felix-Hausdorff-Str. 8, 17489 Greifswald, Germany
| | - Janne Lempe
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Fruit Crops, Pillnitzer Platz 3a, D-01326, Dresden, Germany
| | - Jens Keilwagen
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Biosafety in Plant Biotechnology, Erwin-Baur-Str. 27, D-06484 Quedlinburg, Germany
| | - Thomas Berner
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Biosafety in Plant Biotechnology, Erwin-Baur-Str. 27, D-06484 Quedlinburg, Germany
| | - Mirko Schuster
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Fruit Crops, Pillnitzer Platz 3a, D-01326, Dresden, Germany
| | - Andreas Peil
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Fruit Crops, Pillnitzer Platz 3a, D-01326, Dresden, Germany
| | - Jens Wünsche
- University of Hohenheim, Institute of Special Crops and Crop Physiology, 70593 Stuttgart, Germany
| | | | - Henryk Flachowsky
- Julius Kühn Institute (JKI) - Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Fruit Crops, Pillnitzer Platz 3a, D-01326, Dresden, Germany
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5
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Orr RJS, Sannum MM, Boessenkool S, Di Martino E, Gordon DP, Mello HL, Obst M, Ramsfjell MH, Smith AM, Liow LH. A molecular phylogeny of historical and contemporary specimens of an under-studied micro-invertebrate group. Ecol Evol 2021; 11:309-320. [PMID: 33437431 PMCID: PMC7790615 DOI: 10.1002/ece3.7042] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 10/08/2020] [Accepted: 10/28/2020] [Indexed: 11/06/2022] Open
Abstract
Resolution of relationships at lower taxonomic levels is crucial for answering many evolutionary questions, and as such, sufficiently varied species representation is vital. This latter goal is not always achievable with relatively fresh samples. To alleviate the difficulties in procuring rarer taxa, we have seen increasing utilization of historical specimens in building molecular phylogenies using high throughput sequencing. This effort, however, has mainly focused on large-bodied or well-studied groups, with small-bodied and under-studied taxa under-prioritized. Here, we utilize both historical and contemporary specimens, to increase the resolution of phylogenetic relationships among a group of under-studied and small-bodied metazoans, namely, cheilostome bryozoans. In this study, we pioneer the sequencing of air-dried cheilostomes, utilizing a recently developed library preparation method for low DNA input. We evaluate a de novo mitogenome assembly and two iterative methods, using the sequenced target specimen as a reference for mapping, for our sequences. In doing so, we present mitochondrial and ribosomal RNA sequences of 43 cheilostomes representing 37 species, including 14 from historical samples ranging from 50 to 149 years old. The inferred phylogenetic relationships of these samples, analyzed together with publicly available sequence data, are shown in a statistically well-supported 65 taxa and 17 genes cheilostome tree, which is also the most broadly sampled and largest to date. The robust phylogenetic placement of historical samples whose contemporary conspecifics and/or congenerics have been sequenced verifies the appropriateness of our workflow and gives confidence in the phylogenetic placement of those historical samples for which there are no close relatives sequenced. The success of our workflow is highlighted by the circularization of a total of 27 mitogenomes, seven from historical cheilostome samples. Our study highlights the potential of utilizing DNA from micro-invertebrate specimens stored in natural history collections for resolving phylogenetic relationships among species.
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Affiliation(s)
| | | | - Sanne Boessenkool
- Department of BiosciencesCentre for Ecological and Evolutionary SynthesisUniversity of OsloOsloNorway
| | | | - Dennis P. Gordon
- National Institute of Water and Atmospheric ResearchWellingtonNew Zealand
| | - Hannah L. Mello
- Department of Marine ScienceUniversity of OtagoDunedinNew Zealand
| | - Matthias Obst
- Department of Marine SciencesUniversity of GothenburgGothenburgSweden
| | | | - Abigail M. Smith
- Department of Marine ScienceUniversity of OtagoDunedinNew Zealand
| | - Lee Hsiang Liow
- Natural History MuseumUniversity of OsloOsloNorway
- Department of BiosciencesCentre for Ecological and Evolutionary SynthesisUniversity of OsloOsloNorway
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Park J, Xi H, Kim Y, Nam S, Heo KI. The complete mitochondrial genome of new species candidate of Rosa rugosa (Rosaceae). Mitochondrial DNA B Resour 2020; 5:3435-3437. [PMID: 33458196 PMCID: PMC7782103 DOI: 10.1080/23802359.2020.1821820] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 09/04/2020] [Indexed: 01/13/2023] Open
Abstract
Completed mitochondrial genome of a new species candidate of Rosa rugosa, named as Rosa angusta, is 303,484 bp long. The overall GC content of this mitochondrial genome is 45.2%. It contains 52 genes covering 31 protein-coding genes, 17 tRNAs, and 3 rRNAs. In comparison to R. rugosa mitochondrial genome assembled from the public NGS raw reads, 124 SNPs and 769 INDELs were identified. Phylogenetic trees suggest that more Rosa mitochondrial genomes will be needed to understand phylogenetic relationship of the two Rosa species.
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Affiliation(s)
- Jongsun Park
- InfoBoss Inc., Seoul, Republic of Korea
- InfoBoss Research Center, Seoul, Republic of Korea
| | - Hong Xi
- InfoBoss Inc., Seoul, Republic of Korea
- InfoBoss Research Center, Seoul, Republic of Korea
| | - Yongsung Kim
- InfoBoss Inc., Seoul, Republic of Korea
- InfoBoss Research Center, Seoul, Republic of Korea
| | - Suhwan Nam
- Baekdudaegan National Arboretum, Gyeongsangbuk-do, Korea
| | - Kyeong-In Heo
- InfoBoss Inc., Seoul, Republic of Korea
- InfoBoss Research Center, Seoul, Republic of Korea
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7
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Wang J, Liu W, Zhu D, Zhou X, Hong P, Zhao H, Tan Y, Chen X, Zong X, Xu L, Zhang L, Wei H, Liu Q. A de novo assembly of the sweet cherry ( Prunus avium cv. Tieton) genome using linked-read sequencing technology. PeerJ 2020; 8:e9114. [PMID: 32547856 PMCID: PMC7278891 DOI: 10.7717/peerj.9114] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 04/10/2020] [Indexed: 11/20/2022] Open
Abstract
The sweet cherry (Prunus avium) is one of the most economically important fruit species in the world. However, there is a limited amount of genetic information available for this species, which hinders breeding efforts at a molecular level. We were able to describe a high-quality reference genome assembly and annotation of the diploid sweet cherry (2n = 2x = 16) cv. Tieton using linked-read sequencing technology. We generated over 750 million clean reads, representing 112.63 GB of raw sequencing data. The Supernova assembler produced a more highly-ordered and continuous genome sequence than the current P. avium draft genome, with a contig N50 of 63.65 KB and a scaffold N50 of 2.48 MB. The final scaffold assembly was 280.33 MB in length, representing 82.12% of the estimated Tieton genome. Eight chromosome-scale pseudomolecules were constructed, completing a 214 MB sequence of the final scaffold assembly. De novo, homology-based, and RNA-seq methods were used together to predict 30,975 protein-coding loci. 98.39% of core eukaryotic genes and 97.43% of single copy orthologues were identified in the embryo plant, indicating the completeness of the assembly. Linked-read sequencing technology was effective in constructing a high-quality reference genome of the sweet cherry, which will benefit the molecular breeding and cultivar identification in this species.
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Affiliation(s)
- Jiawei Wang
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Weizhen Liu
- School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei, China
| | - Dongzi Zhu
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Xiang Zhou
- Key Laboratory of Agricultural Animal Genetics, Breeding, and Reproduction of Ministry of Education, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Po Hong
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Hongjun Zhao
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Yue Tan
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Xin Chen
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Xiaojuan Zong
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Li Xu
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Lisi Zhang
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Hairong Wei
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
| | - Qingzhong Liu
- Scientific Observation and Experiment Station of Fruits in Huang-huai Area, Ministry of Agriculture, Shandong Institute of Pomology, Taian, Shandong, China
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Xanthopoulou A, Manioudaki M, Bazakos C, Kissoudis C, Farsakoglou AM, Karagiannis E, Michailidis M, Polychroniadou C, Zambounis A, Kazantzis K, Tsaftaris A, Madesis P, Aravanopoulos F, Molassiotis A, Ganopoulos I. Whole genome re-sequencing of sweet cherry ( Prunus avium L.) yields insights into genomic diversity of a fruit species. HORTICULTURE RESEARCH 2020; 7:60. [PMID: 32377351 PMCID: PMC7193578 DOI: 10.1038/s41438-020-0281-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/17/2020] [Accepted: 02/18/2020] [Indexed: 05/30/2023]
Abstract
Sweet cherries, Prunus avium L. (Rosaceae), are gaining importance due to their perenniallity and nutritional attributes beneficial for human health. Interestingly, sweet cherry cultivars exhibit a wide range of phenotypic diversity in important agronomic traits, such as flowering time and defense reactions against pathogens. In this study, whole-genome resequencing (WGRS) was employed to characterize genetic variation, population structure and allelic variants in a panel of 20 sweet cherry and one wild cherry genotypes, embodying the majority of cultivated Greek germplasm and a representative of a local wild cherry elite phenotype. The 21 genotypes were sequenced in an average depth of coverage of 33.91×. and effective mapping depth, to the genomic reference sequence of 'Satonishiki' cultivar, between 22.21× to 36.62×. Discriminant analysis of principal components (DAPC) with SNPs revealed two clusters of genotypes. There was a rapid linkage disequilibrium decay, as the majority of SNP pairs with r2 in near complete disequilibrium (>0.8) were found at physical distances less than 10 kb. Functional analysis of the variants showed that the genomic ratio of non-synonymous/synonymous (dN/dS) changes was 1.78. The higher dN frequency in the Greek cohort of sweet cherry could be the result of artificial selection pressure imposed by breeding, in combination with the vegetative propagation of domesticated cultivars through grafting. The majority of SNPs with high impact (e.g., stop codon gaining, frameshift), were identified in genes involved in flowering time, dormancy and defense reactions against pathogens, providing promising resources for future breeding programs. Our study has established the foundation for further large scale characterization of sweet cherry germplasm, enabling breeders to incorporate diverse germplasm and allelic variants to fine tune flowering and maturity time and disease resistance in sweet cherry cultivars.
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Affiliation(s)
- Aliki Xanthopoulou
- Laboratory of Pomology, Department of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Maria Manioudaki
- Laboratory of Pomology, Department of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Christos Bazakos
- Institute of Plant Breeding and Genetic Resources, ELGO-DEMETER. Thermi, Thessaloniki, 570001 Greece
| | | | - Anna-Maria Farsakoglou
- Laboratory of Forest Genetics & Tree Breeding, Faculty of Agriculture, Forestry & Environmental Science, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Evangelos Karagiannis
- Laboratory of Pomology, Department of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Michail Michailidis
- Laboratory of Pomology, Department of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Chrysanthi Polychroniadou
- Laboratory of Pomology, Department of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Antonios Zambounis
- Institute of Plant Breeding and Genetic Resources, ELGO-DEMETER. Department of Deciduous Fruit Growing, Naoussa, 59035 Greece
| | - Konstantinos Kazantzis
- Institute of Plant Breeding and Genetic Resources, ELGO-DEMETER. Department of Deciduous Fruit Growing, Naoussa, 59035 Greece
| | | | - Panagiotis Madesis
- Institute of Applied Biosciences, CERTH, Thermi, Thessaloniki, 570 01 Greece
| | - Filippos Aravanopoulos
- Laboratory of Forest Genetics & Tree Breeding, Faculty of Agriculture, Forestry & Environmental Science, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Athanassios Molassiotis
- Laboratory of Pomology, Department of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Ioannis Ganopoulos
- Institute of Plant Breeding and Genetic Resources, ELGO-DEMETER. Thermi, Thessaloniki, 570001 Greece
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