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Tartaglia M, Zuzolo D, Prigioniero A, Ranauda MA, Scarano P, Tienda-Parrilla M, Hernandez-Lao T, Jorrín-Novo J, Guarino C. Changes in the proteomics and metabolomics profiles of Cormus Domestica (L.) fruits during the ripening process. BMC PLANT BIOLOGY 2024; 24:945. [PMID: 39390371 PMCID: PMC11465947 DOI: 10.1186/s12870-024-05677-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 10/07/2024] [Indexed: 10/12/2024]
Abstract
BACKGROUND Cormus domestica (L.) is a monophyletic wild fruit tree belonging to the Rosaceae family, with well-documented use in the Mediterranean region. Traditionally, these fruits are harvested and stored for at least 2 weeks before consumption. During this period, the fruit reaches its well-known and peculiar organoleptic and texture characteristics. However, the spread of more profitable fruit tree species, resulted in its progressive erosion. In this work we performed proteomic and metabolomic fruit analyses at three times after harvesting, to characterise postharvest physiological and molecular changes, it related to nutritional and organoleptic properties at consumption. RESULTS Proteomics and metabolomics analysis were performed on fruits harvested at different time points: freshly harvested fruit (T0), fruit two weeks after harvest (T1) and fruit four weeks after harvest (T2). Proteomic analysis (Shotgun Proteomic in LC-MS/MS) resulted in 643 proteins identified. Most of the differentially abundant proteins between the three phases observed were involved in the softening process, carbohydrate metabolism and stress responses. Enzymes, such as xyloglucan endotransglucosylase/hydrolase, pectin acetylesterase, beta-galactosidase and pectinesterase, accumulated during fruit ripening and could explain the pulp breakdown observed in C. domestica. At the same time, enzymes abundant in the early stages (T0), such as sucrose synthase and malic enzyme, explain the accumulation of sugars and the lowering of acidity during the process. The metabolites extraction from C. domestica fruits enabled the identification of 606 statistically significant differentially abundant metabolites. Some compounds such as piptamine and resorcinol, well-known for their antimicrobial and antifungal properties, and several bioactive compounds such as endocannabinoids, usually described in the leaves, accumulate in C. domestica fruit during the post-harvest process. CONCLUSIONS The metabolomic and proteomic profiling of the C. domestica fruit during the postharvest process, evaluated in the study, provides a considerable contribution to filling the existing information gap, enabling the molecular and phytochemical characterisation of this erosion-endangered fruit. Data show biochemical changes that transform the harvested fruit into palatable consumable product.
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Affiliation(s)
- Maria Tartaglia
- Department of Science and Technology, University of Sannio, via de Sanctis snc, Benevento, 82100, Italy
| | - Daniela Zuzolo
- Department of Science and Technology, University of Sannio, via de Sanctis snc, Benevento, 82100, Italy.
| | - Antonello Prigioniero
- Department of Science and Technology, University of Sannio, via de Sanctis snc, Benevento, 82100, Italy.
| | - Maria Antonietta Ranauda
- Department of Science and Technology, University of Sannio, via de Sanctis snc, Benevento, 82100, Italy
| | - Pierpaolo Scarano
- Department of Science and Technology, University of Sannio, via de Sanctis snc, Benevento, 82100, Italy
| | - Marta Tienda-Parrilla
- Agroforestry and Plant Biochemistry, Proteomics and Systems Biology, Department of Biochemistry and Molecular Biology, University of Cordoba, UCO-CeiA3, Cordoba, 14014, Spain
| | - Tamara Hernandez-Lao
- Agroforestry and Plant Biochemistry, Proteomics and Systems Biology, Department of Biochemistry and Molecular Biology, University of Cordoba, UCO-CeiA3, Cordoba, 14014, Spain
| | - Jesús Jorrín-Novo
- Agroforestry and Plant Biochemistry, Proteomics and Systems Biology, Department of Biochemistry and Molecular Biology, University of Cordoba, UCO-CeiA3, Cordoba, 14014, Spain
| | - Carmine Guarino
- Department of Science and Technology, University of Sannio, via de Sanctis snc, Benevento, 82100, Italy
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Bahadori Ganjabadi P, Farzaneh M, Mirjalili MH. Development and Optimization of Culture Medium for the Production of Glabridin by Aspergillus eucalypticola: An Endophytic Fungus Isolated from Glycyrrhiza glabra L. (Fabaceae). MYCOBIOLOGY 2023; 51:230-238. [PMID: 37711984 PMCID: PMC10498790 DOI: 10.1080/12298093.2023.2225253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 05/11/2023] [Accepted: 06/09/2023] [Indexed: 09/16/2023]
Abstract
Glabridin is a well-known active isoflavone found in the root of licorice (Glycyrrhiza glabra L.) that possess a wide range of biological activity. Plant cells, hairy roots, and fungal endophytes cultures are the most important alternative methods for plant resources conservation and sustainable production of natural compounds, which has received much attention in recent decades. In the present study, an efficient culture condition was optimized for the biomass accumulation and glabridin production from fungal endophyte Aspergillus eucalypticola SBU-11AE isolated from licorice root. Type of culture medium, range of pH, and licorice root extract (as an elicitor) were tested. The results showed that the highest and lowest biomass production was observed on PCB medium (6.43 ± 0.32 g/l) and peptone malt (5.85 + 0.11 g/l), respectively. The medium culture PCB was produced the highest level of glabridin (7.26 ± 0.44 mg/l), while the lowest level (4.47 ± 0.02 mg/l) was obtained from the medium peptone malt. The highest biomass (8.51 ± 0.43 g/l) and glabridin (8.30 ± 0.51 mg/l) production were observed from the PCB medium adjusted with pH = 6, while the lowest value of both traits was obtained from the same medium with pH = 7. The highest production of total glabridin (10.85 ± 0.84 mg/l) was also obtained from the culture medium treated with 100 mg/l of the plant root extract. This information can be interestingly used for the commercialization of glabridin production for further industrial applications.
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Affiliation(s)
- Parisa Bahadori Ganjabadi
- Department of Agriculture, Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, Tehran, Iran
| | - Mohsen Farzaneh
- Department of Agriculture, Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, Tehran, Iran
| | - Mohammad Hossein Mirjalili
- Department of Agriculture, Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, Tehran, Iran
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Brůna T, Aryal R, Dudchenko O, Sargent DJ, Mead D, Buti M, Cavallini A, Hytönen T, Andrés J, Pham M, Weisz D, Mascagni F, Usai G, Natali L, Bassil N, Fernandez GE, Lomsadze A, Armour M, Olukolu B, Poorten T, Britton C, Davik J, Ashrafi H, Aiden EL, Borodovsky M, Worthington M. A chromosome-length genome assembly and annotation of blackberry (Rubus argutus, cv. "Hillquist"). G3 (BETHESDA, MD.) 2023; 13:jkac289. [PMID: 36331334 PMCID: PMC9911083 DOI: 10.1093/g3journal/jkac289] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 10/03/2022] [Indexed: 11/06/2022]
Abstract
Blackberries (Rubus spp.) are the fourth most economically important berry crop worldwide. Genome assemblies and annotations have been developed for Rubus species in subgenus Idaeobatus, including black raspberry (R. occidentalis), red raspberry (R. idaeus), and R. chingii, but very few genomic resources exist for blackberries and their relatives in subgenus Rubus. Here we present a chromosome-length assembly and annotation of the diploid blackberry germplasm accession "Hillquist" (R. argutus). "Hillquist" is the only known source of primocane-fruiting (annual-fruiting) in tetraploid fresh-market blackberry breeding programs and is represented in the pedigree of many important cultivars worldwide. The "Hillquist" assembly, generated using Pacific Biosciences long reads scaffolded with high-throughput chromosome conformation capture sequencing, consisted of 298 Mb, of which 270 Mb (90%) was placed on 7 chromosome-length scaffolds with an average length of 38.6 Mb. Approximately 52.8% of the genome was composed of repetitive elements. The genome sequence was highly collinear with a novel maternal haplotype-resolved linkage map of the tetraploid blackberry selection A-2551TN and genome assemblies of R. chingii and red raspberry. A total of 38,503 protein-coding genes were predicted, of which 72% were functionally annotated. Eighteen flowering gene homologs within a previously mapped locus aligning to an 11.2 Mb region on chromosome Ra02 were identified as potential candidate genes for primocane-fruiting. The utility of the "Hillquist" genome has been demonstrated here by the development of the first genotyping-by-sequencing-based linkage map of tetraploid blackberry and the identification of possible candidate genes for primocane-fruiting. This chromosome-length assembly will facilitate future studies in Rubus biology, genetics, and genomics and strengthen applied breeding programs.
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Affiliation(s)
- Tomáš Brůna
- School of Biological Sciences, Center for Bioinformatics and Computational Genomics, Georgia Tech, Atlanta, GA 30332, USA
| | - Rishi Aryal
- Department of Horticultural Science, North Carolina State University, Raleigh, NC 27607, USA
| | - Olga Dudchenko
- The Center for Genome Architecture, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Computer Science, Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA
| | - Daniel James Sargent
- Department of Genetics, Genomics and Breeding, NIAB-EMR, East Malling, Kent, UK
- Natural Resources Institute, University of Greenwich, Medway Campus, Chatham Maritime, Kent, UK
| | - Daniel Mead
- Wellcome Sanger Institute, Hinxton, Cambridge CB10 1SA, UK
- Owlstone Medical Ltd, Cambridge CB4 0GJ, UK
| | - Matteo Buti
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Florence, Italy
| | - Andrea Cavallini
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Timo Hytönen
- Department of Agricultural Sciences, Viikki Plant Science Centre, University of Helsinki, 00790 Helsinki, Finland
| | - Javier Andrés
- Department of Agricultural Sciences, Viikki Plant Science Centre, University of Helsinki, 00790 Helsinki, Finland
| | - Melanie Pham
- Department of Molecular and Human Genetics, Baylor College of Medicine, The Center for Genome Architecture, Houston, TX 77030, USA
| | - David Weisz
- Department of Molecular and Human Genetics, Baylor College of Medicine, The Center for Genome Architecture, Houston, TX 77030, USA
| | - Flavia Mascagni
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Gabriele Usai
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Lucia Natali
- Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Nahla Bassil
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, OR 97333, USA
| | - Gina E Fernandez
- Department of Horticultural Science, North Carolina State University, Raleigh, NC 27607, USA
| | - Alexandre Lomsadze
- Department of Biomedical Engineering, Center for Bioinformatics and Computational Genomics, Georgia Tech, Atlanta, GA 30332, USA
| | - Mitchell Armour
- Department of Horticulture, University of Arkansas, Fayetteville, AR 72701, USA
| | - Bode Olukolu
- Department of Entomology and Plant Pathology, University of Tennessee, Knoxville, TN 37996, USA
| | | | | | - Jahn Davik
- Department of Molecular Plant Biology, Norwegian Institute of Bioeconomy Research, N-1431 Ås, Norway
| | - Hamid Ashrafi
- Department of Horticultural Science, North Carolina State University, Raleigh, NC 27695, USA
| | - Erez Lieberman Aiden
- Department of Computer Science, Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, The Center for Genome Architecture, Houston, TX 77030, USA
- UWA School of Agriculture and Environment, The University of Western Australia, Crawley, WA 6009, Australia
- Broad Institute of MIT and Harvard, Cambridge, MA 02139, USA
- Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech, Pudong 201210, China
| | - Mark Borodovsky
- Department of Biomedical Engineering, School of Computational Science and Engineering, Center for Bioinformatics and Computational Genomics, Georgia Tech, Atlanta, GA 30332USA
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Bai Y, Liu H, Zhu K, Cheng ZM. Evolution and functional analysis of the GRAS family genes in six Rosaceae species. BMC PLANT BIOLOGY 2022; 22:569. [PMID: 36471247 PMCID: PMC9724429 DOI: 10.1186/s12870-022-03925-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 11/04/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND GRAS genes formed one of the important transcription factor gene families in plants, had been identified in several plant species. The family genes were involved in plant growth, development, and stress resistance. However, the comparative analysis of GRAS genes in Rosaceae species was insufficient. RESULTS In this study, a total of 333 GRAS genes were identified in six Rosaceae species, including 51 in strawberry (Fragaria vesca), 78 in apple (Malus domestica), 41 in black raspberry (Rubus occidentalis), 59 in European pear (Pyrus communis), 56 in Chinese rose (Rosa chinensis), and 48 in peach (Prunus persica). Motif analysis showed the VHIID domain, SAW motif, LR I region, and PFYRE motif were considerably conserved in the six Rosaceae species. All GRAS genes were divided into 10 subgroups according to phylogenetic analysis. A total of 15 species-specific duplicated clades and 3 lineage-specific duplicated clades were identified in six Rosaceae species. Chromosomal localization presented the uneven distribution of GRAS genes in six Rosaceae species. Duplication events contributed to the expression of the GRAS genes, and Ka/Ks analysis suggested the purification selection as a major force during the evolution process in six Rosaceae species. Cis-acting elements and GO analysis revealed that most of the GRAS genes were associated with various environmental stress in six Rosaceae species. Coexpression network analysis showed the mutual regulatory relationship between GRAS and bZIP genes, suggesting the ability of the GRAS gene to regulate abiotic stress in woodland strawberry. The expression pattern elucidated the transcriptional levels of FvGRAS genes in various tissues and the drought and salt stress in woodland strawberry, which were verified by RT-qPCR analysis. CONCLUSIONS The evolution and functional analysis of GRAS genes provided insights into the further understanding of GRAS genes on the abiotic stress of Rosaceae species.
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Affiliation(s)
- Yibo Bai
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Hui Liu
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Kaikai Zhu
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, Jiangsu, China
| | - Zong-Ming Cheng
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China.
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Guo L, You C, Zhang H, Wang Y, Zhang R. Genome-wide analysis of NBS-LRR genes in Rosaceae species reveals distinct evolutionary patterns. Front Genet 2022; 13:1052191. [PMID: 36437946 PMCID: PMC9685399 DOI: 10.3389/fgene.2022.1052191] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 10/26/2022] [Indexed: 11/11/2022] Open
Abstract
The nucleotide-binding site and leucine-rich repeat (NBS-LRR) genes, one of the largest gene families in plants, are evolving rapidly and playing a critical role in plant resistance to pathogens. In this study, a genome-wide search in 12 Rosaceae genomes screened out 2188 NBS-LRR genes, with the gene number varied distinctively across different species. The reconciled phylogeny revealed 102 ancestral genes (7 RNLs, 26 TNLs, and 69 CNLs), which underwent independent gene duplication and loss events during the divergence of the Rosaceae. The NBS-LRR genes exhibited dynamic and distinct evolutionary patterns in the 12 Rosaceae species due to independent gene duplication/loss events, which resulted the discrepancy of NBS-LRR gene number among Rosaceae species. Specifically, Rubus occidentalis, Potentilla micrantha, Fragaria iinumae and Gillenia trifoliata, displayed a “first expansion and then contraction” evolutionary pattern; Rosa chinensis exhibited a “continuous expansion” pattern; F. vesca had a “expansion followed by contraction, then a further expansion” pattern, three Prunus species and three Maleae species shared a “early sharp expanding to abrupt shrinking” pattern. Overall, this study elucidated the dynamic and complex evolutionary patterns of NBS-LRR genes in the 12 Rosaceae species, and could assist further investigation of mechanisms driving these evolutionary patterns.
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Affiliation(s)
- Liping Guo
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling, China
| | - Chen You
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling, China
| | - Hanghang Zhang
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling, China
| | - Yukun Wang
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region, Shaoguan University, Shaoguan, China
- Henry Fok School of Biology and Agriculture, Shaoguan University, Shaoguan, China
- *Correspondence: Yukun Wang, ; Rui Zhang,
| | - Rui Zhang
- College of Horticulture, Northwest Agriculture and Forestry University, Yangling, China
- *Correspondence: Yukun Wang, ; Rui Zhang,
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Khuman A, Kumar V, Chaudhary B. Evolutionary expansion and expression dynamics of cytokinin-catabolizing CKX gene family in the modern amphidiploid mustard ( Brassica sp.). 3 Biotech 2022; 12:233. [PMID: 35996674 PMCID: PMC9391556 DOI: 10.1007/s13205-022-03294-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 08/02/2022] [Indexed: 11/01/2022] Open
Abstract
Plant cytokinins (CKs) promote development and physiological processes, drought tolerance, root architecture, and ultimately crop productivity. Biologically active CKs (iP, tZ, and cZ) are precisely maintained in the vegetative and floral tissues through their irreversible degradation by developmentally regulated CK-catabolizing cytokinin oxidase/dehydrogenase (CKX) enzyme. A meta-analysis of CKX proteins was performed through an exhaustive exploration of multiple genome databases of cyanobacteria, bryophyte, monocot and eudicot plants to reveal the intricate evolutionary profiles of CKX enzymes specific to the family Brassicaceae. At least 175 unique paralogous/orthologous CKX sequences were successfully retrieved and phylogenetically clustered into distinct groups. Observations of structural divergences among paralogous sequences compared to their orthologs indicated that the progenitor CKX sequence had been subjected to massive structural modifications, possibly as a result of the evolutionary split between monocots and eudicots. An analysis of dN/dS comparisons of orthologous genes revealed that segmental CKX gene duplications have evolved primarily under purifying selection. Further, 24 CKX genes with conserved signature domain were identified in the amphidiploid Brassica juncea genome (AABB; 2n = 36). Genetic evolution of paralogous and orthologous genes was largely responsible for the expansion of CKX homoeologs in the amphidiploid Brassica genomes. Also, comparative analyses of 1.5 kb-long upstream regulatory regions of BjCKX genes identified various development- and stress-responsive elements. Spatial and temporal expression profiles of CKX genes were primarily attributed to their structural diversity observed in the 5'-regulatory regions along with species evolution. This data suggested that CKX duplicate genes had partitioned their spatial expression (= function) during evolution. These findings illustrated the evolutionary importance of CKX genes during plant development, and also suggested their deployment for future crop improvement programs. Supplementary Information The online version contains supplementary material available at 10.1007/s13205-022-03294-0.
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Affiliation(s)
| | - Vijay Kumar
- Department of Botany, Shivaji College, University of Delhi, New Delhi, 110027 India
| | - Bhupendra Chaudhary
- School of Biotechnology, Gautam Buddha University, Greater Noida, 201312 India
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Shafi KM, Sowdhamini R. Computational analysis of potential candidate genes involved in the cold stress response of ten Rosaceae members. BMC Genomics 2022; 23:516. [PMID: 35842574 PMCID: PMC9288012 DOI: 10.1186/s12864-022-08751-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 07/07/2022] [Indexed: 11/25/2022] Open
Abstract
Background Plant species from Rosaceae family are economically important. One of the major environmental factors impacting those species is cold stress. Although several Rosaceae plant genomes have recently been sequenced, there have been very few research conducted on cold upregulated genes and their promoter binding sites. In this study, we used computational approaches to identify and analyse potential cold stress response genes across ten Rosaceae family members. Results Cold stress upregulated gene data from apple and strawberry were used to identify syntelogs in other Rosaceae species. Gene duplication analysis was carried out to better understand the distribution of these syntelog genes in different Rosaceae members. A total of 11,145 popular abiotic stress transcription factor-binding sites were identified in the upstream region of these potential cold-responsive genes, which were subsequently categorised into distinct transcription factor (TF) classes. MYB classes of transcription factor binding site (TFBS) were abundant, followed by bHLH, WRKY, and AP2/ERF. TFBS patterns in the promoter regions were compared among these species and gene families, found to be quite different even amongst functionally related syntelogs. A case study on important cold stress responsive transcription factor family, AP2/ERF showed less conservation in TFBS patterns in the promoter regions. This indicates that syntelogs from the same group may be comparable at the gene level but not at the level of cis-regulatory elements. Therefore, for such genes from the same family, different repertoire of TFs could be recruited for regulation and expression. Duplication events must have played a significant role in the similarity of TFBS patterns amongst few syntelogs of closely related species. Conclusions Our study overall suggests that, despite being from the same gene family, different combinations of TFs may play a role in their regulation and expression. The findings of this study will provide information about potential genes involved in the cold stress response, which will aid future functional research of these gene families involved in many important biological processes. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08751-x.
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Affiliation(s)
- K Mohamed Shafi
- National Centre for Biological Sciences (TIFR), GKVK Campus, Bangalore, Karnataka, 560065, India.,The University of Trans-Disciplinary Health Sciences & Technology (TDU), Yelahanka, Bangalore, Karnataka, 560064, India
| | - Ramanathan Sowdhamini
- National Centre for Biological Sciences (TIFR), GKVK Campus, Bangalore, Karnataka, 560065, India. .,Molecular BIophysics Unit, Indian Institute of Science, 560012, Bangalore, India.
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Abstract
Skin aging usually results from intrinsic or extrinsic stress. Photodamage promotes skin damage and stimulates the skin, manifesting as wrinkles, dryness, roughness, and loss of elasticity. We have previously found that blackberry (Rubus fruticosus B) fermented by Lactobacillus plantarum JBMI F5, designated BB-1000, showed an in vitro and in vivo anti-skin-aging activity. In the present study, we have further evaluated the anti-aging effect of BB-1000 via a randomized, double-blind, and placebo-controlled clinical trial. The trial included 102 volunteers aged 35 to 59 years who have dry skin and wrinkles. Subjects took BB-1000 or a placebo orally at 800 mg/day for 12 weeks. Skin hydration and degree of wrinkles around the eyes were measured at weeks 6 and 12. Skin hydration had no significant effect in both groups at weeks 6 and 12. Otherwise, volunteers in the BB-1000 group had a significant reduction in eye wrinkle grade at week 12. These findings suggest that BB-1000 may be considered a candidate anti-aging agent for preventing skin wrinkles as a nutricosmetic agent.
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Davik J, Røen D, Lysøe E, Buti M, Rossman S, Alsheikh M, Aiden EL, Dudchenko O, Sargent DJ. A chromosome-level genome sequence assembly of the red raspberry (Rubus idaeus L.). PLoS One 2022; 17:e0265096. [PMID: 35294470 PMCID: PMC8926247 DOI: 10.1371/journal.pone.0265096] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 02/22/2022] [Indexed: 12/15/2022] Open
Abstract
Rubus idaeus L. (red raspberry), is a perennial woody plant species of the Rosaceae family that is widely cultivated in the temperate regions of world and is thus an economically important soft fruit species. It is prized for its flavour and aroma, as well as a high content of healthful compounds such as vitamins and antioxidants. Breeding programs exist globally for red raspberry, but variety development is a long and challenging process. Genomic and molecular tools for red raspberry are valuable resources for breeding. Here, a chromosome-length genome sequence assembly and related gene predictions for the red raspberry cultivar 'Anitra' are presented, comprising PacBio long read sequencing scaffolded using Hi-C sequence data. The assembled genome sequence totalled 291.7 Mbp, with 247.5 Mbp (84.8%) incorporated into seven sequencing scaffolds with an average length of 35.4 Mbp. A total of 39,448 protein-coding genes were predicted, 75% of which were functionally annotated. The seven chromosome scaffolds were anchored to a previously published genetic linkage map with a high degree of synteny and comparisons to genomes of closely related species within the Rosoideae revealed chromosome-scale rearrangements that have occurred over relatively short evolutionary periods. A chromosome-level genomic sequence of R. idaeus will be a valuable resource for the knowledge of its genome structure and function in red raspberry and will be a useful and important resource for researchers and plant breeders.
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Affiliation(s)
- Jahn Davik
- Department of Molecular Plant Biology, Norwegian Institute of Bioeconomy Research, Ås, Norway
- * E-mail:
| | - Dag Røen
- Graminor Breeding Ltd., Ås, Norway
| | - Erik Lysøe
- Department of Molecular Plant Biology, Norwegian Institute of Bioeconomy Research, Ås, Norway
| | - Matteo Buti
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Florence, Italy
| | - Simeon Rossman
- Department of Molecular Plant Biology, Norwegian Institute of Bioeconomy Research, Ås, Norway
| | - Muath Alsheikh
- Graminor Breeding Ltd., Ås, Norway
- Department of Plant Sciences, Norwegian University of Life Sciences, Ås, Norway
| | - Erez Lieberman Aiden
- The Center for Genome Architecture, Baylor College of Medicine, Houston, Texas, United States of America
- Center for Theoretical Biological Physics and Department of Computer Science, Rice University, Houston, Texas, United States of America
- UWA School of Agriculture and Environment, The University of Western Australia, Crawley, Australia
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- Shanghai Institute for Advanced Immunochemical Studies, Shanghai Tech, Pudong, China
| | - Olga Dudchenko
- The Center for Genome Architecture, Baylor College of Medicine, Houston, Texas, United States of America
- Center for Theoretical Biological Physics and Department of Computer Science, Rice University, Houston, Texas, United States of America
| | - Daniel James Sargent
- Department of Genetics, Genomics and Breeding, NIAB-EMR, East Malling, United Kingdom
- Natural Resources Institute, University of Greenwich, Chatham Maritime, United Kingdom
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Theparod T, Harnsoongnoen S. Narrow-Band Light-Emitting Diodes (LEDs) Effects on Sunflower ( Helianthus annuus) Sprouts with Remote Monitoring and Recording by Internet of Things Device. SENSORS (BASEL, SWITZERLAND) 2022; 22:1503. [PMID: 35214417 PMCID: PMC8877001 DOI: 10.3390/s22041503] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 02/08/2022] [Accepted: 02/13/2022] [Indexed: 06/14/2023]
Abstract
Previous studies have demonstrated that light quality critically affects plant development and growth; however, the response depends upon the plant species. This research aims to examine the effects of different light wavelengths on sunflower (Helianthus annuus) sprouts that were stimulated during the night. Natural light and narrow-band light-emitting diodes (LEDs) were used for an analysis of sunflower sprouts grown under full light and specific light wavelengths. Sunflower seeds were germinated under different light spectra including red, blue, white, and natural light. Luminosity, temperature, and humidity sensors were installed in the plant nursery and remotely monitored and recorded by an Internet of Things (IoT) device. The experiment examined seed germination for seven days. The results showed that the red light had the most influence on sunflower seed germination, while the natural light had the most influence on the increase in the root and hypocotyl lengths.
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Affiliation(s)
- Thitiya Theparod
- Department of Mathematics, Faculty of Science, Mahasarakham University, Kantarawichai District, Maha Sarakham 44150, Thailand;
| | - Supakorn Harnsoongnoen
- The Biomimicry for Sustainable Agriculture, Health, Environment and Energy Research Unit, Department of Physics, Faculty of Science, Mahasarakham University, Kantarawichai District, Maha Sarakham 44150, Thailand
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11
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RNAseq reveals different transcriptomic responses to GA 3 in early and midseason varieties before ripening initiation in sweet cherry fruits. Sci Rep 2021; 11:13075. [PMID: 34158527 PMCID: PMC8219793 DOI: 10.1038/s41598-021-92080-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 05/28/2021] [Indexed: 02/05/2023] Open
Abstract
Gibberellin (GA) negatively affects color evolution and other ripening-related processes in non-climacteric fruits. The bioactive GA, gibberellic acid (GA3), is commonly applied at the light green-to-straw yellow transition to increase firmness and delay ripening in sweet cherry (Prunus avium L.), though causing different effects depending on the variety. Recently, we reported that GA3 delayed the IAD parameter (a ripening index) in a mid-season variety, whereas GA3 did not delay IAD but reduced it at ripeness in an early-season variety. To further explore this contrasting behavior between varieties, we analyzed the transcriptomic responses to GA3 applied on two sweet cherry varieties with different maturity time phenotypes. At harvest, GA3 produced fruits with less color in both varieties. Similar to our previous report, GA3 delayed fruit color initiation and IAD only in the mid-season variety and reduced IAD at harvest only in the early-season variety. RNA-seq analysis of control- and GA3-treated fruits revealed that ripening-related categories were overrepresented in the early-season variety, including 'photosynthesis' and 'auxin response'. GA3 also changed the expression of carotenoid and abscisic acid (ABA) biosynthetic genes in this variety. In contrast, overrepresented categories in the mid-season variety were mainly related to metabolic processes. In this variety, some PP2Cs putative genes were positively regulated by GA3, which are negative regulators of ABA responses, and MYB44-like genes (putative repressors of PP2Cs expression) were downregulated. These results show that GA3 differentially modulates the transcriptome at the onset of ripening in a variety-dependent manner and suggest that GA3 impairs ripening through the modification of ripening associated gene expression only in the early-season variety; whereas in the mid-season variety, control of the ripening timing may occur through the PP2C gene expression regulation. This work contributes to the understanding of the role of GA in non-climacteric fruit ripening.
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Roshan NM, Ashouri M, Sadeghi SM. Identification, evolution, expression analysis of phospholipase D (PLD) gene family in tea ( Camellia sinensis). PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2021; 27:1219-1232. [PMID: 34177145 PMCID: PMC8212259 DOI: 10.1007/s12298-021-01007-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 05/05/2021] [Accepted: 05/18/2021] [Indexed: 05/16/2023]
Abstract
UNLABELLED Phospholipase D (PLD) (EC 3.1.4.4) plays important roles in plants growth, development, and response to environmental stresses. Tea plant (Camellia sinensis) is the most important non-alcoholic beverage in the world with health benefits, but tea production decreases in response to environmental stresses such as cold and drought. Therefore, a genome-wide analysis of the C. sinensis PLD gene family (CsPLDs) was carried out. In the current study, identification, evolutionary relationship, duplication, selection pressure, gene structure, promoter analysis, transcript-targeted miRNA, and simple sequence repeat markers prediction, RNA-seq data analysis, and three-dimensional structure of the CsPLDs have been investigated using bioinformatics tools. 15 PLDs were identified from the tea genome which belongs to five groups, including CsPLDα, CsPLDβ, CsPLDδ, CsPLDε, and CsPLDζ. Both segmental and tandem duplications have occurred in the CsPLD gene family. Ka/Ks ratio for the most duplicated pair genes was less than 1 which implies negative selection to conserve their function during the tea evolution. 68 cis-elements have been found in CsPLDs indicating the contribution of these genes in response to environmental stresses. Likewise, 72 SSR loci and 96 miRNA molecules in 14 and 15 CsPLDs have been detected. According to RNA-seq data, the highest expression in all tissues under various abiotic stresses was related to CsPLDα1. Besides, a three-dimensional structure of the CsPLDα1 was evaluated to better understand its biological activity. This research provides comprehensive information that could be useful in future studies to develop stress-tolerant tea. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s12298-021-01007-0.
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Affiliation(s)
| | - Majid Ashouri
- Department of Agronomy and Plant Breeding, Lahijan Branch, Islamic Azad University, Lahijan, Iran
| | - Seyyed Mostafa Sadeghi
- Department of Agronomy and Plant Breeding, Lahijan Branch, Islamic Azad University, Lahijan, Iran
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13
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Liang Y, Wang S, Zhao C, Ma X, Zhao Y, Shao J, Li Y, Li H, Song H, Ma H, Li H, Zhang B, Zhang L. Transcriptional regulation of bark freezing tolerance in apple (Malus domestica Borkh.). HORTICULTURE RESEARCH 2020; 7:205. [PMID: 33328456 PMCID: PMC7705664 DOI: 10.1038/s41438-020-00432-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 10/01/2020] [Accepted: 10/06/2020] [Indexed: 05/22/2023]
Abstract
Freezing tolerance is a significant trait in plants that grow in cold environments and survive through the winter. Apple (Malus domestica Borkh.) is a cold-tolerant fruit tree, and the cold tolerance of its bark is important for its survival at low temperatures. However, little is known about the gene activity related to its freezing tolerance. To better understand the gene expression and regulation properties of freezing tolerance in dormant apple trees, we analyzed the transcriptomic divergences in the bark from 1-year-old branches of two apple cultivars, "Golden Delicious" (G) and "Jinhong" (H), which have different levels of cold resistance, under chilling and freezing treatments. "H" can safely overwinter below -30 °C in extremely low-temperature regions, whereas "G" experiences severe freezing damage and death in similar environments. Based on 28 bark transcriptomes (from the epidermis, phloem, and cambium) from 1-year-old branches under seven temperature treatments (from 4 to -29 °C), we identified 4173 and 7734 differentially expressed genes (DEGs) in "G" and "H", respectively, between the chilling and freezing treatments. A gene coexpression network was constructed according to this expression information using weighted gene correlation network analysis (WGCNA), and seven biologically meaningful coexpression modules were identified from the network. The expression profiles of the genes from these modules suggested the gene regulatory pathways that are responsible for the chilling and freezing stress responses of "G" and/or "H." Module 7 was probably related to freezing acclimation and freezing damage in "H" at the lower temperatures. This module contained more interconnected hub transcription factors (TFs) and cold-responsive genes (CORs). Modules 6 and 7 contained C-repeat binding factor (CBF) TFs, and many CBF-dependent homologs were identified as hub genes. We also found that some hub TFs had higher intramodular connectivity (KME) and gene significance (GS) than CBFs. Specifically, most hub TFs in modules 6 and 7 were activated at the beginning of the early freezing stress phase and maintained upregulated expression during the whole freezing stress period in "G" and "H". The upregulation of DEGs related to methionine and carbohydrate biosynthetic processes in "H" under more severe freezing stress supported the maintenance of homeostasis in the cellular membrane. This study improves our understanding of the transcriptional regulation patterns underlying freezing tolerance in the bark of apple branches.
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Affiliation(s)
- Yinghai Liang
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China
| | - Shanshan Wang
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China
| | - Chenhui Zhao
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China
| | - Xinwei Ma
- Department of Biology, Eberly College of Science, and The Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Yiyong Zhao
- Ministry of Education Key Laboratory of Biodiversity Sciences and Ecological Engineering, Collaborative Innovation Center for Genetics and Development, Institute of Biodiversity Sciences, Institute of Plant Biology, Center for Evolutionary Biology, School of Life Sciences, Fudan University, 200438, Shanghai, People's Republic of China
| | - Jing Shao
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China
| | - Yuebo Li
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China
| | - Honglian Li
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China
| | - Hongwei Song
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China
| | - Hong Ma
- Department of Biology, Eberly College of Science, and The Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Hao Li
- Department of Biology, Eberly College of Science, and The Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, 16802, USA.
| | - Bingbing Zhang
- Institute of Pomology, Jilin Academy of Agricultural Sciences, 136100, Gongzhuling, People's Republic of China.
| | - Liangsheng Zhang
- Genomics and Genetic Engineering Laboratory of Ornamental Plants, College of Agriculture and Biotechnology, Zhejiang University, 310058, Hangzhou, People's Republic of China.
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14
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Plant resistance does not compromise parasitoid-based biocontrol of a strawberry pest. Sci Rep 2020; 10:5899. [PMID: 32246069 PMCID: PMC7125231 DOI: 10.1038/s41598-020-62698-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 03/16/2020] [Indexed: 11/09/2022] Open
Abstract
Plant nutritional quality can influence interactions between herbivores and their parasitoids. While most previous work has focused on a limited set of secondary plant metabolites, the tri-trophic effects of overall phenotypic resistance have been understudied. Furthermore, the joint effects of secondary and primary metabolites on parasitoids are almost unexplored. In this study, we compared the performance and survival of the parasitoid species Asecodes parviclava Thompson on wild woodland strawberry (Fragaria vesca L.) genotypes showing variation in resistance against the parasitoid's host, the strawberry leaf beetle (Galerucella tenella L.). Additionally, we related the metabolic profiles of these plant genotypes to the tritrophic outcomes in order to identify primary and secondary metabolites involved in regulating plant potential to facilitate parasitism. We found that parasitoid performance was strongly affected by plant genotype, but those differences in plant resistance to the herbivore were not reflected in parasitoid survival. These findings could be explained in particular by a significant link between parasitoid survival and foliar carbohydrate levels, which appeared to be the most important compounds for parasitism success. The fact that plant quality strongly affects parasitism should be further explored and utilized in plant breeding programs for a synergistic application in sustainable pest management.
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15
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Assessment of Genetic Relationships between Streptocarpus x hybridus V. Parents and F1 Progenies Using SRAP Markers and FT-IR Spectroscopy. PLANTS 2020; 9:plants9020160. [PMID: 32012949 PMCID: PMC7076643 DOI: 10.3390/plants9020160] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 01/21/2020] [Accepted: 01/25/2020] [Indexed: 11/17/2022]
Abstract
The genetic relationship among three Streptocarpus parents and twelve F1 hybrids was assessed using sequence-related amplified polymorphism (SRAP) molecular markers and Fourier-transform infrared (FT-IR) spectroscopy. Both methods were able to discriminate F1 hybrids and parents as revealed by cluster analysis. For hybrid identification, the type III SRAP marker was the most effective due to the presence of male-specific bands in the hybrids. Different behaviors in the biochemical variability of DNA samples have been observed by FT-IR spectral analysis, which might be attributed to the inherent nature of the genomic DNA from parents and their F1 progenies. Mantel test was also carried out to compare morphological, SRAP, and FT-IR results based on genetic distances. The highest correlation coefficient was found between morphological and SRAP marker distances (R = 0.607; p ≤ 0.022). A lower correlation was observed between the morphological and FT-IR distance matrix (R = 0.231; p ≤0.008). Moreover, a positive correlation was found between the distances generated with SRAP and FT-IR analyses (R = 0.026) but was not statistically significant. These findings show that both SRAP and FT-IR techniques combined with morphological descriptions can be used effectively for nonconventional breeding programs for Streptocarpus to obtain new and valuable varieties.
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16
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Foster TM, Bassil NV, Dossett M, Leigh Worthington M, Graham J. Genetic and genomic resources for Rubus breeding: a roadmap for the future. HORTICULTURE RESEARCH 2019; 6:116. [PMID: 31645970 PMCID: PMC6804857 DOI: 10.1038/s41438-019-0199-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/17/2019] [Accepted: 08/27/2019] [Indexed: 05/09/2023]
Abstract
Rubus fruits are high-value crops that are sought after by consumers for their flavor, visual appeal, and health benefits. To meet this demand, production of red and black raspberries (R. idaeus L. and R. occidentalis L.), blackberries (R. subgenus Rubus), and hybrids, such as Boysenberry and marionberry, is growing worldwide. Rubus breeding programmes are continually striving to improve flavor, texture, machine harvestability, and yield, provide pest and disease resistance, improve storage and processing properties, and optimize fruits and plants for different production and harvest systems. Breeders face numerous challenges, such as polyploidy, the lack of genetic diversity in many of the elite cultivars, and until recently, the relative shortage of genetic and genomic resources available for Rubus. This review will highlight the development of continually improving genetic maps, the identification of Quantitative Trait Loci (QTL)s controlling key traits, draft genomes for red and black raspberry, and efforts to improve gene models. The development of genetic maps and markers, the molecular characterization of wild species and germplasm, and high-throughput genotyping platforms will expedite breeding of improved cultivars. Fully sequenced genomes and accurate gene models facilitate identification of genes underlying traits of interest and enable gene editing technologies such as CRISPR/Cas9.
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Affiliation(s)
- Toshi M. Foster
- The New Zealand Institute for Plant and Food Research (PFR) Ltd, 55 Old Mill Road, Motueka, New Zealand
| | - Nahla V. Bassil
- USDA ARS National Clonal Germplasm Repository (NCGR), 33447 Peoria Rd., Corvallis, OR USA
| | - Michael Dossett
- Blueberry Council (in Partnership with Agriculture and Agri-Food Canada) Agassiz Food Research Centre, Columbia, BC V0M 1A0 Canada
| | - Margaret Leigh Worthington
- Department of Horticulture, University of Arkansas, 316 Plant Science Building, Fayetteville, AR 72701 USA
| | - Julie Graham
- The James Hutton Institute, Errol Road, Invergowrie, Dundee, DD2 5DA Scotland
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17
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Zhu J, Guo Y, Su K, Liu Z, Ren Z, Li K, Guo X. Construction of a highly saturated Genetic Map for Vitis by Next-generation Restriction Site-associated DNA Sequencing. BMC PLANT BIOLOGY 2018; 18:347. [PMID: 30541441 PMCID: PMC6291968 DOI: 10.1186/s12870-018-1575-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 11/26/2018] [Indexed: 05/09/2023]
Abstract
BACKGROUND High-saturate molecular linkage maps are an important tool in studies on plant molecular biology and assisted breeding. Development of a large set of single nucleotide polymorphisms (SNPs) via next-generation sequencing (NGS)-based methods, restriction-site associated DNA sequencing (RAD-seq), and the generation of a highly saturated genetic map help improve fine mapping of quantitative trait loci (QTL). RESULTS We generated a highly saturated genetic map to identify significant traits in two elite grape cultivars and 176 F1 plants. In total, 1,426,967 high-quality restriction site-associated DNA tags were detected; 51,365, 23,683, and 70,061 markers were assessed in 19 linkage groups (LGs) for the maternal, paternal, and integrated maps, respectively. Our map was highly saturated in terms of marker density and average "Gap ≤ 5 cM" percentage. CONCLUSIONS In this study, RAD-seq of 176 F1 plants and their parents yielded 8,481,484 SNPs and 1,646,131 InDel markers, of which 65,229 and 4832, respectively, were used to construct a highly saturated genetic map for grapevine. This map is expected to facilitate genetic studies on grapevine, including an evaluation of grapevine and deciphering the genetic basis of economically and agronomically important traits. Our findings provide basic essential genetic data the grapevine genetic research community, which will lead to improvements in grapevine breeding.
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Affiliation(s)
- Junchi Zhu
- College of Horticulture, Shenyang Agricultural University, Shenyang, 110866 People’s Republic of China
| | - Yinshan Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang, 110866 People’s Republic of China
- Ministry of Education Key Laboratory of Protected Horticulture, Shenyang, 110866 People’s Republic of China
| | - Kai Su
- College of Horticulture, Shenyang Agricultural University, Shenyang, 110866 People’s Republic of China
| | - Zhendong Liu
- College of Horticulture, Shenyang Agricultural University, Shenyang, 110866 People’s Republic of China
| | - Zhihua Ren
- College of Horticulture, Shenyang Agricultural University, Shenyang, 110866 People’s Republic of China
| | - Kun Li
- College of Horticulture, Shenyang Agricultural University, Shenyang, 110866 People’s Republic of China
| | - Xiuwu Guo
- College of Horticulture, Shenyang Agricultural University, Shenyang, 110866 People’s Republic of China
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18
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da Silva Linge C, Antanaviciute L, Abdelghafar A, Arús P, Bassi D, Rossini L, Ficklin S, Gasic K. High-density multi-population consensus genetic linkage map for peach. PLoS One 2018; 13:e0207724. [PMID: 30462743 PMCID: PMC6248993 DOI: 10.1371/journal.pone.0207724] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 11/04/2018] [Indexed: 11/19/2022] Open
Abstract
Highly saturated genetic linkage maps are extremely helpful to breeders and are an essential prerequisite for many biological applications such as the identification of marker-trait associations, mapping quantitative trait loci (QTL), candidate gene identification, development of molecular markers for marker-assisted selection (MAS) and comparative genetic studies. Several high-density genetic maps, constructed using the 9K SNP peach array, are available for peach. However, each of these maps is based on a single mapping population and has limited use for QTL discovery and comparative studies. A consensus genetic linkage map developed from multiple populations provides not only a higher marker density and a greater genome coverage when compared to the individual maps, but also serves as a valuable tool for estimating genetic positions of unmapped markers. In this study, a previously developed linkage map from the cross between two peach cultivars 'Zin Dai' and 'Crimson Lady' (ZC2) was improved by genotyping additional progenies. In addition, a peach consensus map was developed based on the combination of the improved ZC2 genetic linkage map with three existing high-density genetic maps of peach and a reference map of Prunus. A total of 1,476 SNPs representing 351 unique marker positions were mapped across eight linkage groups on the ZC2 genetic map. The ZC2 linkage map spans 483.3 cM with an average distance between markers of 1.38 cM/marker. The MergeMap and LPmerge tools were used for the construction of a consensus map based on markers shared across five genetic linkage maps. The consensus linkage map contains a total of 3,092 molecular markers, consisting of 2,975 SNPs, 116 SSRs and 1 morphological marker associated with slow ripening in peach (SR). The consensus map provides valuable information on marker order and genetic position for QTL identification in peach and other genetic studies within Prunus and Rosaceae.
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Affiliation(s)
- Cassia da Silva Linge
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
| | - Laima Antanaviciute
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
| | - Asma Abdelghafar
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
| | - Pere Arús
- Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Centre de Recerca en Agrigenòmica Consejo Superior de Investigaciones Científicas (CSIC)-IRTA–Universitat Autònoma de Barcelona (UAB)–University of Barcelona (UB), Campus UAB, Bellaterra (Cerdanyola del Vallès), Barcelona, Spain
| | - Daniele Bassi
- Università degli Studi di Milano, Department of Agricultural and Environmental Sciences–Production, Landscape, Agroenergy, Milan, Italy
| | - Laura Rossini
- Università degli Studi di Milano, Department of Agricultural and Environmental Sciences–Production, Landscape, Agroenergy, Milan, Italy
| | - Stephen Ficklin
- Washington State University, Department of Horticulture, Pullman, WA, United States of America
| | - Ksenija Gasic
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
- * E-mail:
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Genome-wide analysis of purple acid phosphatase structure and expression in ten vegetable species. BMC Genomics 2018; 19:646. [PMID: 30170550 PMCID: PMC6119273 DOI: 10.1186/s12864-018-5022-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 08/20/2018] [Indexed: 12/04/2022] Open
Abstract
Background Acquisition of external phosphorus (P) and optimisation of internal P are essential for plant growth and development, and insufficient availability of P in soils is a major challenge in agriculture. Members of the purple acid phosphatase (PAP) family of enzymes are candidates for increasing P use efficiency. Herein, we identified PAP homologs in the genomes of 10 vegetable species, along with Arabidopsis thaliana and Amborella trichopoda as references, to provide fundamental knowledge for this family. Results Phylogenetic analysis of protein sequences revealed nine distinct clades, indicating that functional differentiation of extant PAPs was established prior to the emergence of early angiosperms, and conserved among homologs in each clade. Analysis of transcript abundance in different tissues (root, stem, leaf, flower, and fruit) and following phosphates (Pi) starvation treatments from published RNA-seq transcriptome datasets facilitated comprehensive evaluation of expression patterns, and some groups of tissue-specific and Pi starvation-induced PAPs were characterised. Conserved motifs identified from upstream sequences of homologs that are highly expressed in particular tissues or following starvation treatment suggests that divergence in PAP gene expression is associated with cis-acting elements in promoters. Conclusions The genome-wide analysis of PAP enzyme structure and transcriptional expression patterns advance our understanding of PAP family in vegetables genomes. Therefore, PAP homologs with known enzyme structures and expression profiles could serve as targets for plant breeding and/or genetic engineering programs to improve P acquisition and use. Electronic supplementary material The online version of this article (10.1186/s12864-018-5022-1) contains supplementary material, which is available to authorized users.
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Wang H, Zhao S, Mao K, Dong Q, Liang B, Li C, Wei Z, Li M, Ma F. Mapping QTLs for water-use efficiency reveals the potential candidate genes involved in regulating the trait in apple under drought stress. BMC PLANT BIOLOGY 2018; 18:136. [PMID: 29940853 PMCID: PMC6019725 DOI: 10.1186/s12870-018-1308-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 05/10/2018] [Indexed: 05/11/2023]
Abstract
BACKGROUND Improvement of water-use efficiency (WUE) can effectively reduce production losses caused by drought stress. A better understanding of the genetic determination of WUE in crops under drought stress has great potential value for developing cultivars adapted to arid regions. To identify the genetic loci associated with WUE and reveal genes responsible for the trait in apple, we aim to map the quantitative trait loci (QTLs) for carbon isotope composition, the proxy for WUE, applying two contrasting irrigating regimes over the two-year experiment and search for the candidate genes encompassed in the mapped QTLs. RESULTS We constructed a high-density genetic linkage map with 10,172 markers of apple, using single nucleotide polymorphism (SNP) markers obtained through restriction site-associated DNA sequencing (RADseq) and a final segregating population of 350 seedlings from the cross of Honeycrisp and Qinguan. In total, 33 QTLs were identified for carbon isotope composition in apple under both well-watered and drought-stressed conditions. Three QTLs were stable over 2 years under drought stress on linkage groups LG8, LG15 and LG16, as validated by Kompetitive Allele-Specific PCR (KASP) assays. In those validated QTLs, 258 genes were screened according to their Gene Ontology functional annotations. Among them, 28 genes were identified, which exhibited significant responses to drought stress in 'Honeycrisp' and/or 'Qinguan'. These genes are involved in signaling, photosynthesis, response to stresses, carbohydrate metabolism, protein metabolism and modification, hormone metabolism and transport, transport, respiration, transcriptional regulation, and development regulation. They, especially those for photoprotection and relevant signal transduction, are potential candidate genes connected with WUE regulation in drought-stressed apple. CONCLUSIONS We detected three stable QTLs for carbon isotope composition in apple under drought stress over 2 years, and validated them by KASP assay. Twenty-eight candidate genes encompassed in these QTLs were identified. These stable genetic loci and series of genes provided here serve as a foundation for further studies on marker-assisted selection of high WUE and regulatory mechanism of WUE in apple exposed to drought conditions, respectively.
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Affiliation(s)
- Haibo Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Shuang Zhao
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Ke Mao
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Qinglong Dong
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Bowen Liang
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Chao Li
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Zhiwei Wei
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Mingjun Li
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Fengwang Ma
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100 Shaanxi China
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Torello Marinoni D, Valentini N, Portis E, Acquadro A, Beltramo C, Mehlenbacher SA, Mockler TC, Rowley ER, Botta R. High density SNP mapping and QTL analysis for time of leaf budburst in Corylus avellana L. PLoS One 2018; 13:e0195408. [PMID: 29608620 PMCID: PMC5880404 DOI: 10.1371/journal.pone.0195408] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Accepted: 03/21/2018] [Indexed: 01/25/2023] Open
Abstract
The growing area of European hazelnut (Corylus avellana L.) is increasing, as well as the number of producing countries, and there is a pressing need for new improved cultivars. Hazelnut conventional breeding process is slow, due to the length of juvenile phase and the high heterozygosity level. The development of genetic linkage maps and the identification of molecular markers tightly linked to QTL (quantitative trait loci) of agronomic interest are essential tools for speeding up the selection of seedlings carrying desired traits through marker-assisted selection. The objectives of this study were to enrich a previous linkage map and confirm QTL related to time of leaf budburst, using an F1 population obtained by crossing Tonda Gentile delle Langhe with Merveille de Bollwiller. Genotyping-by-Sequencing was used to identify a total of 9,999 single nucleotide polymorphism markers. Well saturated linkage maps were constructed for each parent using the double pseudo-testcross mapping strategy. A reciprocal translocation was detected in Tonda Gentile delle Langhe between two non-homologous chromosomes. Applying a bioinformatic approach, we were able to disentangle ‘pseudo-linkage’ between markers, removing markers around the translocation breakpoints and obtain a linear order of the markers for the two chromosomes arms, for each linkage group involved in the translocation. Twenty-nine QTL for time of leaf budburst were identified, including a stably expressed region on LG_02 of the Tonda Gentile delle Langhe map. The stability of these QTL and their coding sequence content indicates promise for the identification of specific chromosomal regions carrying key genes involved in leaf budburst.
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Affiliation(s)
- Daniela Torello Marinoni
- Dipartimento di Scienze Agrarie, Forestali e Alimentari, Università degli Studi di Torino, Grugliasco, Torino, Italy
| | - Nadia Valentini
- Dipartimento di Scienze Agrarie, Forestali e Alimentari, Università degli Studi di Torino, Grugliasco, Torino, Italy
| | - Ezio Portis
- Dipartimento di Scienze Agrarie, Forestali e Alimentari, Università degli Studi di Torino, Grugliasco, Torino, Italy
- * E-mail:
| | - Alberto Acquadro
- Dipartimento di Scienze Agrarie, Forestali e Alimentari, Università degli Studi di Torino, Grugliasco, Torino, Italy
| | - Chiara Beltramo
- Dipartimento di Scienze Agrarie, Forestali e Alimentari, Università degli Studi di Torino, Grugliasco, Torino, Italy
| | - Shawn A. Mehlenbacher
- Department of Horticulture, Oregon State University, Corvallis, Oregon, United States of America
| | - Todd C. Mockler
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - Erik R. Rowley
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - Roberto Botta
- Dipartimento di Scienze Agrarie, Forestali e Alimentari, Università degli Studi di Torino, Grugliasco, Torino, Italy
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Hilmarsson HS, Hytönen T, Isobe S, Göransson M, Toivainen T, Hallsson JH. Population genetic analysis of a global collection of Fragaria vesca using microsatellite markers. PLoS One 2017; 12:e0183384. [PMID: 28854285 PMCID: PMC5576660 DOI: 10.1371/journal.pone.0183384] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Accepted: 08/03/2017] [Indexed: 12/26/2022] Open
Abstract
The woodland strawberry, Fragaria vesca, holds great promise as a model organism. It not only represents the important Rosaceae family that includes economically important species such as apples, pears, peaches and roses, but it also complements the well-known model organism Arabidopsis thaliana in key areas such as perennial life cycle and the development of fleshy fruit. Analysis of wild populations of A. thaliana has shed light on several important developmental pathways controlling, for example, flowering time and plant growth, suggesting that a similar approach using F. vesca might add to our understanding on the development of rosaceous species and perennials in general. As a first step, 298 F. vesca plants were analyzed using microsatellite markers with the primary aim of analyzing population structure and distribution of genetic diversity. Of the 68 markers tested, 56 were polymorphic, with an average of 4.46 alleles per locus. Our analysis partly confirms previous classification of F. vesca subspecies in North America and suggests two groups within the subsp. bracteata. In addition, F. vesca subsp. vesca forms a single global population with evidence that the Icelandic group is a separate cluster from the main Eurasian population.
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Affiliation(s)
- Hrannar Smári Hilmarsson
- Faculty of Agricultural and Environmental Sciences, Agricultural University of Iceland, Keldnaholt, Reykjavik, Iceland
| | - Timo Hytönen
- Department of Agricultural Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland.,Department of Biosciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Sachiko Isobe
- Kazusa DNA Research Institute (KDRI), Kisarazu, Chiba, Japan
| | - Magnus Göransson
- Faculty of Agricultural and Environmental Sciences, Agricultural University of Iceland, Keldnaholt, Reykjavik, Iceland.,Department of Plant Sciences, Norwegian University of Life Sciences, Ås, Norway
| | - Tuomas Toivainen
- Department of Agricultural Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Jón Hallsteinn Hallsson
- Faculty of Agricultural and Environmental Sciences, Agricultural University of Iceland, Keldnaholt, Reykjavik, Iceland
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23
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Dong X, Jiang X, Kuang G, Wang Q, Zhong M, Jin D, Hu J. Genetic control of flowering time in woody plants: Roses as an emerging model. PLANT DIVERSITY 2017; 39:104-110. [PMID: 30159498 PMCID: PMC6112279 DOI: 10.1016/j.pld.2017.01.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 01/25/2017] [Accepted: 01/25/2017] [Indexed: 05/11/2023]
Abstract
Genetic control of the timing of flowering in woody plants is complex and has yet to be adequately investigated due to their long life-cycle and difficulties in genetic modification. Studies in Populus, one of the best woody plant models, have revealed a highly conserved genetic network for flowering timing in annuals. However, traits like continuous flowering cannot be addressed with Populus. Roses and strawberries have relatively small, diploid genomes and feature enormous natural variation. With the development of new genetic populations and genomic tools, roses and strawberries have become good models for studying the molecular mechanisms underpinning the regulation of flowering in woody plants. Here, we review findings on the molecular and genetic factors controlling continuous flowering in roses and woodland strawberries. Natural variation at TFL1 orthologous genes in both roses and strawberries seems be the key plausible factor that regulates continuous flowering. However, recent efforts suggest that a two-recessive-loci model may explain the controlling of continuous flowering in roses. We propose that epigenetic factors, including non-coding RNAs or chromatin-related factors, might also play a role. Insights into the genetic control of flowering time variation in roses should benefit the development of new germplasm for woody crops and shed light on the molecular genetic bases for the production and maintenance of plant biodiversity.
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Affiliation(s)
- Xue Dong
- Group of Plant Molecular Genetics and Adaptation, Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences. Lanhei Road 132, Heilongtan, Kunming 650201, Yunnan Province, PR China
| | - Xiaodong Jiang
- Group of Plant Molecular Genetics and Adaptation, Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences. Lanhei Road 132, Heilongtan, Kunming 650201, Yunnan Province, PR China
| | - Guoqiang Kuang
- Second High School, Rongcheng 264309, Shandong Province, PR China
| | - Qingbo Wang
- Second High School, Rongcheng 264309, Shandong Province, PR China
| | - Micai Zhong
- Group of Plant Molecular Genetics and Adaptation, Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences. Lanhei Road 132, Heilongtan, Kunming 650201, Yunnan Province, PR China
| | - Dongmin Jin
- Group of Plant Molecular Genetics and Adaptation, Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences. Lanhei Road 132, Heilongtan, Kunming 650201, Yunnan Province, PR China
| | - Jinyong Hu
- Group of Plant Molecular Genetics and Adaptation, Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences. Lanhei Road 132, Heilongtan, Kunming 650201, Yunnan Province, PR China
- Corresponding author.
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24
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Peace CP. DNA-informed breeding of rosaceous crops: promises, progress and prospects. HORTICULTURE RESEARCH 2017; 4:17006. [PMID: 28326185 PMCID: PMC5350264 DOI: 10.1038/hortres.2017.6] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Revised: 02/02/2017] [Accepted: 02/03/2017] [Indexed: 05/18/2023]
Abstract
Crops of the Rosaceae family provide valuable contributions to rural economies and human health and enjoyment. Sustained solutions to production challenges and market demands can be met with genetically improved new cultivars. Traditional rosaceous crop breeding is expensive and time-consuming and would benefit from improvements in efficiency and accuracy. Use of DNA information is becoming conventional in rosaceous crop breeding, contributing to many decisions and operations, but only after past decades of solved challenges and generation of sufficient resources. Successes in deployment of DNA-based knowledge and tools have arisen when the 'chasm' between genomics discoveries and practical application is bridged systematically. Key steps are establishing breeder desire for use of DNA information, adapting tools to local breeding utility, identifying efficient application schemes, accessing effective services in DNA-based diagnostics and gaining experience in integrating DNA information into breeding operations and decisions. DNA-informed germplasm characterization for revealing identity and relatedness has benefitted many programs and provides a compelling entry point to reaping benefits of genomics research. DNA-informed germplasm evaluation for predicting trait performance has enabled effective reallocation of breeding resources when applied in pioneering programs. DNA-based diagnostics is now expanding from specific loci to genome-wide considerations. Realizing the full potential of this expansion will require improved accuracy of predictions, multi-trait DNA profiling capabilities, streamlined breeding information management systems, strategies that overcome plant-based features that limit breeding progress and widespread training of current and future breeding personnel and allied scientists.
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Affiliation(s)
- Cameron P Peace
- Department of Horticulture, Washington State University, PO Box 646414, Pullman, WA 99164-6414, USA
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25
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Fang W, Meinhardt LW, Tan H, Zhou L, Mischke S, Wang X, Zhang D. Identification of the varietal origin of processed loose-leaf tea based on analysis of a single leaf by SNP nanofluidic array. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.cj.2016.02.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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26
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Sargent DJ, Yang Y, Šurbanovski N, Bianco L, Buti M, Velasco R, Giongo L, Davis TM. HaploSNP affinities and linkage map positions illuminate subgenome composition in the octoploid, cultivated strawberry (Fragaria×ananassa). PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2016; 242:140-150. [PMID: 26566832 DOI: 10.1016/j.plantsci.2015.07.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Revised: 07/05/2015] [Accepted: 07/06/2015] [Indexed: 05/18/2023]
Abstract
The cultivated strawberry, Fragaria×ananassa possesses a genetically complex allo-octoploid genome. Advances in genomics research in Fragaria, including the release of a genome sequence for F. vesca, have permitted the development of a high throughput whole genome genotyping array for strawberry, which promises to facilitate genetics and genomics research. In this investigation, we used the Axiom® IStraw90®)array for linkage map development, and produced a linkage map containing 8,407 SNP markers spanning 1,820cM. Whilst the linkage map provides good coverage of the genome of both parental genotypes, the map of 'Monterey' contained significantly fewer mapped markers than did that of 'Darselect'. The array contains a novel marker class known as haploSNPs, which exploit homoeologous sequence variants as probe destabilization sites to effectively reduce marker ploidy. We examined these sites as potential indicators of subgenomic identities by using comparisons to allele states in two ancestral diploids. On this basis, haploSNP loci could be inferred to be derived from F. vesca, F. iinumae, or from an unknown source. When the identity classifications of haploSNPs were considered in conjunction with their respective linkage map positions, it was possible to define two discrete subgenomes, while the remaining homoeologues of each chromosome could not be partitioned into two discrete subgenomic groupings. These findings suggested a novel hypothesis regarding octoploid strawberry subgenome structure and evolutionary origins.
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Affiliation(s)
- D J Sargent
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige 38010, TN, Italy
| | - Y Yang
- Department of Biological Sciences, University of New Hampshire, Durham, NH, 03824, USA
| | - N Šurbanovski
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige 38010, TN, Italy
| | - L Bianco
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige 38010, TN, Italy
| | - M Buti
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige 38010, TN, Italy
| | - R Velasco
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige 38010, TN, Italy
| | - L Giongo
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige 38010, TN, Italy
| | - T M Davis
- Department of Biological Sciences, University of New Hampshire, Durham, NH, 03824, USA
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27
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Vukosavljev M, Arens P, Voorrips RE, van ‘t Westende WPC, Esselink GD, Bourke PM, Cox P, van de Weg WE, Visser RGF, Maliepaard C, Smulders MJM. High-density SNP-based genetic maps for the parents of an outcrossed and a selfed tetraploid garden rose cross, inferred from admixed progeny using the 68k rose SNP array. HORTICULTURE RESEARCH 2016; 3:16052. [PMID: 27818777 PMCID: PMC5080978 DOI: 10.1038/hortres.2016.52] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 09/26/2016] [Accepted: 09/30/2016] [Indexed: 05/21/2023]
Abstract
Dense genetic maps create a base for QTL analysis of important traits and future implementation of marker-assisted breeding. In tetraploid rose, the existing linkage maps include <300 markers to cover 28 linkage groups (4 homologous sets of 7 chromosomes). Here we used the 68k WagRhSNP Axiom single-nucleotide polymorphism (SNP) array for rose, in combination with SNP dosage calling at the tetraploid level, to genotype offspring from the garden rose cultivar 'Red New Dawn'. The offspring proved to be not from a single bi-parental cross. In rose breeding, crosses with unintended parents occur regularly. We developed a strategy to separate progeny into putative populations, even while one of the parents was unknown, using principle component analysis on pairwise genetic distances based on sets of selected SNP markers that were homozygous, and therefore uninformative for one parent. One of the inferred populations was consistent with self-fertilization of 'Red New Dawn'. Subsequently, linkage maps were generated for a bi-parental and a self-pollinated population with 'Red New Dawn' as the common maternal parent. The densest map, for the selfed parent, had 1929 SNP markers on 25 linkage groups, covering 1765.5 cM at an average marker distance of 0.9 cM. Synteny with the strawberry (Fragaria vesca) genome was extensive. Rose ICM1 corresponded to F. vesca pseudochromosome 7 (Fv7), ICM4 to Fv4, ICM5 to Fv3, ICM6 to Fv2 and ICM7 to Fv5. Rose ICM2 corresponded to parts of F. vesca pseudochromosomes 1 and 6, whereas ICM3 is syntenic to the remainder of Fv6.
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Affiliation(s)
- Mirjana Vukosavljev
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Paul Arens
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Roeland E Voorrips
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Wendy PC van ‘t Westende
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - GD Esselink
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Peter M Bourke
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Peter Cox
- Roath BV, Eindhoven, The Netherlands
| | - W Eric van de Weg
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Richard GF Visser
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Chris Maliepaard
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
| | - Marinus JM Smulders
- Wageningen UR Plant Breeding, Wageningen University & Research, NL-6700 AJ Wageningen, The Netherlands
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28
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Dhekney SA, Li ZT, Grant TNL, Gray DJ. Somatic Embryogenesis and Genetic Modification of Vitis. Methods Mol Biol 2016; 1359:263-77. [PMID: 26619866 DOI: 10.1007/978-1-4939-3061-6_11] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Grapevine embryogenic cultures are ideal target tissues for inserting desired traits of interest and improving existing cultivars via precision breeding (PB). PB is a new approach that, like conventional breeding, utilizes only DNA fragments obtained from sexually compatible grapevine plants. Embryogenic culture induction occurs by placing leaves or stamens and pistils on induction medium with a dark/light photoperiod cycle for 12-16 weeks. Resulting cultures produce sectors of embryogenic and non-embryogenic callus, which can be identified on the basis of callus morphology and color. Somatic embryo development occurs following transfer of embryogenic callus to development medium and cultures can be maintained for extended periods of time by transfer of the proliferating proembryonic masses to fresh medium at 4-6-week intervals. To demonstrate plant recovery via PB, somatic embryos at the mid-cotyledonary stage are cocultivated with Agrobacterium containing the desired gene of interest along with a, non-PB, enhanced green fluorescent protein/neomycin phosphotransferase II (egfp/nptII) fusion gene. Modified cultures are grown on proliferation and development medium to produce uniformly modified somatic embryos via secondary embryogenesis. Modified embryos identified on the basis of green fluorescence and kanamycin resistance are transferred to germination medium for plant development. The resulting plants are considered to prototype examples of the PB approach, since they contain egfp/nptII, a non-grapevine-derived fusion gene. Uniform green fluorescent protein (GFP) fluorescence can be observed in all tissues of regenerated plants.
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Affiliation(s)
- Sadanand A Dhekney
- Sheridan Research and Extension Center, University of Wyoming, 3401 Coffeen Avenue, Sheridan, WY, 82801, USA.
| | - Zhijian T Li
- Mid-Florida Research and Education Center, University of Florida/IFAS, 2725 Binion Road, Apopka, FL, 32703, USA
| | - Trudi N L Grant
- Mid-Florida Research and Education Center, University of Florida/IFAS, 2725 Binion Road, Apopka, FL, 32703, USA
| | - Dennis J Gray
- Mid-Florida Research and Education Center, University of Florida/IFAS, 2725 Binion Road, Apopka, FL, 32703, USA
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29
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Kirov IV, Van Laere K, Khrustaleva LI. High resolution physical mapping of single gene fragments on pachytene chromosome 4 and 7 of Rosa. BMC Genet 2015; 16:74. [PMID: 26134672 PMCID: PMC4488978 DOI: 10.1186/s12863-015-0233-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Accepted: 06/16/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rosaceae is a family containing many economically important fruit and ornamental species. Although fluorescence in situ hybridization (FISH)-based physical mapping of plant genomes is a valuable tool for map-based cloning, comparative genomics and evolutionary studies, no studies using high resolution physical mapping have been performed in this family. Previously we proved that physical mapping of single-copy genes as small as 1.1 kb is possible on mitotic metaphase chromosomes of Rosa wichurana using Tyramide-FISH. In this study we aimed to further improve the physical map of Rosa wichurana by applying high resolution FISH to pachytene chromosomes. RESULTS Using high resolution Tyramide-FISH and multicolor Tyramide-FISH, 7 genes (1.7-3 kb) were successfully mapped on pachytene chromosomes 4 and 7 of Rosa wichurana. Additionally, by using multicolor Tyramide-FISH three closely located genes were simultaneously visualized on chromosome 7. A detailed map of heterochromatine/euchromatine patterns of chromosome 4 and 7 was developed with indication of the physical position of these 7 genes. Comparison of the gene order between Rosa wichurana and Fragaria vesca revealed a poor collinearity for chromosome 7, but a perfect collinearity for chromosome 4. CONCLUSIONS High resolution physical mapping of short probes on pachytene chromosomes of Rosa wichurana was successfully performed for the first time. Application of Tyramide-FISH on pachytene chromosomes allowed the mapping resolution to be increased up to 20 times compared to mitotic metaphase chromosomes. High resolution Tyramide-FISH and multicolor Tyramide-FISH might become useful tools for further physical mapping of single-copy genes and for the integration of physical and genetic maps of Rosa wichurana and other members of the Rosaceae.
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Affiliation(s)
- Ilya V Kirov
- Department of Genetics, Biotechnology, Plant Breeding and Seed Science, Russian State Agrarian University - Moscow Timiryazev Agricultural Academy, Timiryazevskay str.49, 127550, Moscow, Russia. .,Center of Molecular Biotechnology, Russian State Agrarian University - Moscow Timiryazev Agricultural Academy, Listvennichnaya Alleya 5, 127550, Moscow, Russia. .,Plant Sciences Unit, Applied Genetics and Breeding, Institute for Agricultural and Fisheries Research (ILVO), Caritasstraat 21, 9090, Melle, Belgium.
| | - Katrijn Van Laere
- Plant Sciences Unit, Applied Genetics and Breeding, Institute for Agricultural and Fisheries Research (ILVO), Caritasstraat 21, 9090, Melle, Belgium.
| | - Ludmila I Khrustaleva
- Department of Genetics, Biotechnology, Plant Breeding and Seed Science, Russian State Agrarian University - Moscow Timiryazev Agricultural Academy, Timiryazevskay str.49, 127550, Moscow, Russia. .,Center of Molecular Biotechnology, Russian State Agrarian University - Moscow Timiryazev Agricultural Academy, Listvennichnaya Alleya 5, 127550, Moscow, Russia.
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30
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Zhong Y, Yin H, Sargent DJ, Malnoy M, Cheng ZMM. Species-specific duplications driving the recent expansion of NBS-LRR genes in five Rosaceae species. BMC Genomics 2015; 16:77. [PMID: 25759136 PMCID: PMC4336698 DOI: 10.1186/s12864-015-1291-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Revised: 08/05/2014] [Accepted: 01/29/2015] [Indexed: 11/25/2022] Open
Abstract
Background Disease resistance (R) genes from different Rosaceae species have been identified by map-based cloning for resistance breeding. However, there are few reports describing the pattern of R-gene evolution in Rosaceae species because several Rosaceae genome sequences have only recently become available. Results Since most disease resistance genes encode NBS-LRR proteins, we performed a systematic genome-wide survey of NBS-LRR genes between five Rosaceae species, namely Fragaria vesca (strawberry), Malus × domestica (apple), Pyrus bretschneideri (pear), Prunus persica (peach) and Prunus mume (mei) which contained 144, 748, 469, 354 and 352 NBS-LRR genes, respectively. A high proportion of multi-genes and similar Ks peaks (Ks = 0.1- 0.2) of gene families in the four woody genomes were detected. A total of 385 species-specific duplicate clades were observed in the phylogenetic tree constructed using all 2067 NBS-LRR genes. High percentages of NBS-LRR genes derived from species-specific duplication were found among the five genomes (61.81% in strawberry, 66.04% in apple, 48.61% in pear, 37.01% in peach and 40.05% in mei). Furthermore, the Ks and Ka/Ks values of TIR-NBS-LRR genes (TNLs) were significantly greater than those of non-TIR-NBS-LRR genes (non-TNLs), and most of the NBS-LRRs had Ka/Ks ratios less than 1, suggesting that they were evolving under a subfunctionalization model driven by purifying selection. Conclusions Our results indicate that recent duplications played an important role in the evolution of NBS-LRR genes in the four woody perennial Rosaceae species. Based on the phylogenetic tree produced, it could be inferred that species-specific duplication has mainly contributed to the expansion of NBS-LRR genes in the five Rosaceae species. In addition, the Ks and Ka/Ks ratios suggest that the rapidly evolved TNLs have different evolutionary patterns to adapt to different pathogens compared with non-TNL resistant genes. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1291-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yan Zhong
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China.
| | - Huan Yin
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China.
| | - Daniel James Sargent
- Centre for Research and Innovation, Fondazione Edmund Mach, San Michele all'Adige, 38010, Italy.
| | - Mickael Malnoy
- Centre for Research and Innovation, Fondazione Edmund Mach, San Michele all'Adige, 38010, Italy.
| | - Zong-Ming Max Cheng
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China. .,Department of Plant Science, University of Tennessee, Knoxville, 37996, USA.
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31
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Jia XL, Wang GL, Xiong F, Yu XR, Xu ZS, Wang F, Xiong AS. De novo assembly, transcriptome characterization, lignin accumulation, and anatomic characteristics: novel insights into lignin biosynthesis during celery leaf development. Sci Rep 2015; 5:8259. [PMID: 25651889 PMCID: PMC4317703 DOI: 10.1038/srep08259] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Accepted: 01/13/2015] [Indexed: 12/13/2022] Open
Abstract
Celery of the family Apiaceae is a biennial herb that is cultivated and consumed worldwide. Lignin is essential for cell wall structural integrity, stem strength, water transport, mechanical support, and plant pathogen defense. This study discussed the mechanism of lignin formation at different stages of celery development. The transcriptome profile, lignin distribution, anatomical characteristics, and expression profile of leaves at three stages were analyzed. Regulating lignin synthesis in celery growth development has a significant economic value. Celery leaves at three stages were collected, and Illumina paired-end sequencing technology was used to analyze large-scale transcriptome sequences. From Stage 1 to 3, the collenchyma and vascular bundles in the petioles and leaf blades thickened and expanded, whereas the phloem and the xylem extensively developed. Spongy and palisade mesophyll tissues further developed and were tightly arranged. Lignin accumulation increased in the petioles and the mesophyll (palisade and spongy), and the xylem showed strong lignification. Lignin accumulation in different tissues and at different stages of celery development coincides with the anatomic characteristics and transcript levels of genes involved in lignin biosynthesis. Identifying the genes that encode lignin biosynthesis-related enzymes accompanied by lignin distribution may help elucidate the regulatory mechanisms of lignin biosynthesis in celery.
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Affiliation(s)
- Xiao-Ling Jia
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Guang-Long Wang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Fei Xiong
- Key Laboratories of Crop Genetics and Physiology of the Jiangsu Province and Plant Functional Genomics of the Ministry of Education, Yangzhou University, Yangzhou 225009, China
| | - Xu-Run Yu
- Key Laboratories of Crop Genetics and Physiology of the Jiangsu Province and Plant Functional Genomics of the Ministry of Education, Yangzhou University, Yangzhou 225009, China
| | - Zhi-Sheng Xu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Feng Wang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Ai-Sheng Xiong
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
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Wang B, Tan HW, Fang W, Meinhardt LW, Mischke S, Matsumoto T, Zhang D. Developing single nucleotide polymorphism (SNP) markers from transcriptome sequences for identification of longan (Dimocarpus longan) germplasm. HORTICULTURE RESEARCH 2015; 2:14065. [PMID: 26504559 PMCID: PMC4595986 DOI: 10.1038/hortres.2014.65] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Revised: 11/25/2014] [Accepted: 11/26/2014] [Indexed: 05/03/2023]
Abstract
Longan (Dimocarpus longan Lour.) is an important tropical fruit tree crop. Accurate varietal identification is essential for germplasm management and breeding. Using longan transcriptome sequences from public databases, we developed single nucleotide polymorphism (SNP) markers; validated 60 SNPs in 50 longan germplasm accessions, including cultivated varieties and wild germplasm; and designated 25 SNP markers that unambiguously identified all tested longan varieties with high statistical rigor (P<0.0001). Multiple trees from the same clone were verified and off-type trees were identified. Diversity analysis revealed genetic relationships among analyzed accessions. Cultivated varieties differed significantly from wild populations (F st=0.300; P<0.001), demonstrating untapped genetic diversity for germplasm conservation and utilization. Within cultivated varieties, apparent differences between varieties from China and those from Thailand and Hawaii indicated geographic patterns of genetic differentiation. These SNP markers provide a powerful tool to manage longan genetic resources and breeding, with accurate and efficient genotype identification.
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Affiliation(s)
- Boyi Wang
- Yunnan Forestry Technological College, Kunming 650224, Yunnan, China
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
| | - Hua-Wei Tan
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Wanping Fang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Lyndel W Meinhardt
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
| | - Sue Mischke
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
| | - Tracie Matsumoto
- Tropical Plant Genetic Resources and Disease Research, USDA-ARS, Hilo, HI 96720, USA
| | - Dapeng Zhang
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
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Antanaviciute L, Šurbanovski N, Harrison N, McLeary KJ, Simpson DW, Wilson F, Sargent DJ, Harrison RJ. Mapping QTL associated with Verticillium dahliae resistance in the cultivated strawberry (Fragaria × ananassa). HORTICULTURE RESEARCH 2015; 2:15009. [PMID: 26504565 PMCID: PMC4595976 DOI: 10.1038/hortres.2015.9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Revised: 02/02/2015] [Accepted: 02/05/2015] [Indexed: 05/04/2023]
Abstract
A biparental cross of octoploid strawberry segregating for resistance to Verticillium dahliae, the causative agent of Verticillium wilt, was screened under field conditions for three seasons. Average wilt scores were significantly associated with multiple QTL, which were mostly significant across all years. Markers significantly associated with the traits were used to screen material with known wilt resistance and susceptibility phenotypes. A clear and statistically significant relationship was observed between resistant, tolerant and susceptible material and the total number of markers present in the different resistance classes. In field situations resistance QTL appear to behave in an additive manner. These markers are abundant in the cultivated strawberry germplasm indicating that, despite the large number of markers, clear genetic gain is possible through marker-assisted breeding.
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Affiliation(s)
- L Antanaviciute
- East Malling Research, New Road, East Malling, Kent ME19 6BJ, UK
| | - N Šurbanovski
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38010 San Michele all’Adige (TN), Italy
| | - N Harrison
- East Malling Research, New Road, East Malling, Kent ME19 6BJ, UK
| | - K J McLeary
- East Malling Research, New Road, East Malling, Kent ME19 6BJ, UK
| | - D W Simpson
- East Malling Research, New Road, East Malling, Kent ME19 6BJ, UK
| | - F Wilson
- East Malling Research, New Road, East Malling, Kent ME19 6BJ, UK
| | - D J Sargent
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38010 San Michele all’Adige (TN), Italy
| | - R J Harrison
- East Malling Research, New Road, East Malling, Kent ME19 6BJ, UK
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Xiong JS, Ding J, Li Y. Genome-editing technologies and their potential application in horticultural crop breeding. HORTICULTURE RESEARCH 2015; 2:15019. [PMID: 26504570 PMCID: PMC4595993 DOI: 10.1038/hortres.2015.19] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Accepted: 04/09/2015] [Indexed: 05/19/2023]
Abstract
Plant breeding, one of the oldest agricultural activities, parallels human civilization. Many crops have been domesticated to satisfy human's food and aesthetical needs, including numerous specialty horticultural crops such as fruits, vegetables, ornamental flowers, shrubs, and trees. Crop varieties originated through selection during early human civilization. Other technologies, such as various forms of hybridization, mutation, and transgenics, have also been invented and applied to crop breeding over the past centuries. The progress made in these breeding technologies, especially the modern biotechnology-based breeding technologies, has had a great impact on crop breeding as well as on our lives. Here, we first review the developmental process and applications of these technologies in horticultural crop breeding. Then, we mainly describe the principles of the latest genome-editing technologies and discuss their potential applications in the genetic improvement of horticultural crops. The advantages and challenges of genome-editing technologies in horticultural crop breeding are also discussed.
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Affiliation(s)
- Jin-Song Xiong
- College of Horticulture, Nanjing Agricultural University, Nanjing, Jiangsu Province 210095, The People's Republic of China
- ()
| | - Jing Ding
- College of Horticulture, Nanjing Agricultural University, Nanjing, Jiangsu Province 210095, The People's Republic of China
| | - Yi Li
- College of Horticulture, Nanjing Agricultural University, Nanjing, Jiangsu Province 210095, The People's Republic of China
- Department of Plant Science and Landscape Architecture, University of Connecticut, Storrs, CT 06269, USA
- ()
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Wu J, Li LT, Li M, Khan MA, Li XG, Chen H, Yin H, Zhang SL. High-density genetic linkage map construction and identification of fruit-related QTLs in pear using SNP and SSR markers. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:5771-81. [PMID: 25129128 PMCID: PMC4203118 DOI: 10.1093/jxb/eru311] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Pear (Pyrus spp) is an important fruit crop, grown in all temperate regions of the world, with global production ranked after grape and apples among deciduous tree crops. A high-density linkage map is a valuable tool for fine mapping quantitative trait loci (QTL) and map-based gene cloning. In this study, we firstly constructed a high-density linkage map of pear using SNPs integrated with SSRs, developed by the rapid and robust technology of restriction-associated DNA sequencing (RADseq). The linkage map consists of 3143 SNP markers and 98 SSRs, 3241 markers in total, spanning 2243.4 cM, with an average marker distance of 0.70 cM. Anchoring SSRs were able to anchor seventeen linkage groups to their corresponding chromosomes. Based on this high-density integrated pear linkage map and two years of fruit phenotyping, a total of 32 potential QTLs for 11 traits, including length of pedicel (LFP), single fruit weight (SFW), soluble solid content (SSC), transverse diameter (TD), vertical diameter (VD), calyx status (CS), flesh colour (FC), juice content (JC), number of seeds (NS), skin colour (SC), and skin smooth (SS), were identified and positioned on the genetic map. Among them, some important fruit-related traits have for the first time been identified, such as calyx status, length of pedicel, and flesh colour, and reliable localization of QTLs were verified repeatable. This high-density linkage map of pear is a worthy reference for mapping important fruit traits, QTL identification, and comparison and combination of different genetic maps.
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Affiliation(s)
- Jun Wu
- Center of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China
| | - Lei-Ting Li
- Center of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China
| | - Meng Li
- Center of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China
| | - M Awais Khan
- International Potato Center (CIP), Apartado 1558, Lima 12, Peru
| | - Xiu-Gen Li
- Zhengzhou Fruit Research Institute, Zhengzhou 450009, China
| | - Hui Chen
- Center of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China
| | - Hao Yin
- Center of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China
| | - Shao-Ling Zhang
- Center of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China
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Liston A, Cronn R, Ashman TL. Fragaria: a genus with deep historical roots and ripe for evolutionary and ecological insights. AMERICAN JOURNAL OF BOTANY 2014; 101:1686-99. [PMID: 25326614 DOI: 10.3732/ajb.1400140] [Citation(s) in RCA: 81] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The cultivated strawberry, Fragaria ×ananassa, is one of the youngest domesticated plants. Its 18th century origin via hybridization in Europe between the North American F. virginiana and the South American F. chiloensis was documented by the botanist Antoine Nicolas Duchesne. His 1766 "Natural History of Strawberries" is an extraordinary work that integrates fundamental discoveries on the biology, ecology, and phylogeny of Fragaria with applied information on cultivation and ethnobotanical uses, serving as an inspiration for current research in the genus. Fragaria species exhibit the full range of sexual systems in the gynodioecy pathway from hermaphroditism to dioecy (and back again), as well as variation in self-compatibility, and evidence of sex chromosomes with female heterogamety. The genus is also characterized by interspecific hybridization and polyploidy, with a natural range of ploidy levels from diploids to decaploids. This biological diversity, combined with the availability of genomic resources and the ease of growing and experimenting with the plants, makes Fragaria a very attractive system for ecological and evolutionary genomics. The goal of this review is to introduce Fragaria as a model genus and to provide a roadmap for future integrative research. These research directions will deepen our understanding of the ecological and evolutionary context that shaped the ancestors of the cultivated strawberry, not only providing information that can be applied to efforts to shape the future of this important fruit crop but also our understanding of key transitions in plant evolution.
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Affiliation(s)
- Aaron Liston
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon 97331 USA
| | - Richard Cronn
- Pacific Northwest Research Station, USDA Forest Service, Corvallis, Oregon 97331 USA
| | - Tia-Lynn Ashman
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania 15260 USA
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Liang YH, Cai B, Chen F, Wang G, Wang M, Zhong Y, Cheng ZM(M. Construction and validation of a gene co-expression network in grapevine (Vitis vinifera. L.). HORTICULTURE RESEARCH 2014; 1:14040. [PMID: 26504546 PMCID: PMC4596334 DOI: 10.1038/hortres.2014.40] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Revised: 05/20/2014] [Accepted: 06/09/2014] [Indexed: 05/04/2023]
Abstract
Gene co-expression analysis has been widely used for predicting gene functions because genes within modules of a co-expression network may be involved in similar biological processes and exhibit similar biological functions. To detect gene relationships in the grapevine genome, we constructed a grapevine gene co-expression network (GGCN) by compiling a total of 374 publically available grapevine microarray datasets. The GGCN consisted of 557 modules containing a total of 3834 nodes with 13 479 edges. The functions of the subnetwork modules were inferred by Gene ontology (GO) enrichment analysis. In 127 of the 557 modules containing two or more GO terms, 38 modules exhibited the most significantly enriched GO terms, including 'protein catabolism process', 'photosynthesis', 'cell biosynthesis process', 'biosynthesis of plant cell wall', 'stress response' and other important biological processes. The 'response to heat' GO term was highly represented in module 17, which is composed of many heat shock proteins. To further determine the potential functions of genes in module 17, we performed a Pearson correlation coefficient test, analyzed orthologous relationships with Arabidopsis genes and established gene expression correlations with real-time quantitative reverse transcriptase PCR (qRT-PCR). Our results indicated that many genes in module 17 were upregulated during the heat shock and recovery processes and downregulated in response to low temperature. Furthermore, two putative genes, Vit_07s0185g00040 and Vit_02s0025g04060, were highly expressed in response to heat shock and recovery. This study provides insight into GGCN gene modules and offers important references for gene functions and the discovery of new genes at the module level.
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Affiliation(s)
- Ying-Hai Liang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
- Institute of Pomology, Academy of Agricultural Sciences of Jilin Province, Gong Zhuling 136100, China
| | - Bin Cai
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Fei Chen
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Gang Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Min Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Yan Zhong
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Zong-Ming (Max) Cheng
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
- Department of Plant Sciences, University of Tennessee, Knoxville 37996, TN, USA
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Li Y, Chen YY, Wang F, Xu ZS, Jiang Q, Xiong AS. Isolation and characterization of the Agvip1 gene and response to abiotic and metal ions stresses in three celery cultivars. Mol Biol Rep 2014; 41:6003-11. [DOI: 10.1007/s11033-014-3478-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2014] [Accepted: 06/14/2014] [Indexed: 10/25/2022]
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Fang WP, Meinhardt LW, Tan HW, Zhou L, Mischke S, Zhang D. Varietal identification of tea (Camellia sinensis) using nanofluidic array of single nucleotide polymorphism (SNP) markers. HORTICULTURE RESEARCH 2014; 1:14035. [PMID: 26504544 PMCID: PMC4596320 DOI: 10.1038/hortres.2014.35] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Revised: 05/20/2014] [Accepted: 05/30/2014] [Indexed: 05/04/2023]
Abstract
Apart from water, tea is the world's most widely consumed beverage. Tea is produced in more than 50 countries with an annual production of approximately 4.7 million tons. The market segment for specialty tea has been expanding rapidly owing to increased demand, resulting in higher revenues and profits for tea growers and the industry. Accurate varietal identification is critically important to ensure traceability and authentication of premium tea products, which in turn contribute to on-farm conservation of tea genetic diversity. Using a set of single nucleotide polymorphism (SNP) markers developed from the expressed sequence tag (EST) database of Camilla senensis, we genotyped deoxyribonucleic acid (DNA) samples extracted from a diverse group of tea varieties, including both fresh and processed commercial loose-leaf teas. The validation led to the designation of 60 SNPs that unambiguously identified all 40 tested tea varieties with high statistical rigor (p<0.0001). Varietal authenticity and genetic relationships among the analyzed cultivars were further characterized by ordination and Bayesian clustering analysis. These SNP markers, in combination with a high-throughput genotyping protocol, effectively established and verified specific DNA fingerprints for all tested tea varieties. This method provides a powerful tool for variety authentication and quality control for the tea industry. It is also highly useful for the management of tea genetic resources and breeding, where accurate and efficient genotype identification is essential.
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Affiliation(s)
- Wan-Ping Fang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
| | - Lyndel W Meinhardt
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
| | - Hua-Wei Tan
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Lin Zhou
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Sue Mischke
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
| | - Dapeng Zhang
- Sustainable Perennial Crops Laboratory, USDA-ARS, Beltsville Agricultural Research Center, Beltsville, MD 20705, USA
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