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Zhao Z, Zhang G, Yu H, Sun G, Zhu J. Identification of core candidate genes responding to Verticillium wilt (Verticillium dahliae) in cotton via integrated methods. Int J Biol Macromol 2025; 306:141038. [PMID: 39978513 DOI: 10.1016/j.ijbiomac.2025.141038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 02/11/2025] [Accepted: 02/12/2025] [Indexed: 02/22/2025]
Abstract
Cotton is a vital natural fiber and oil crop, yet it is severely affected by verticillium wilt (VW), known as the 'cancer' of cotton, hindering the industry's sustainable development. Upland cotton, which is widely cultivated, lacks effective resistance to VW, while most sea island cotton shows strong resistance. In this study, an F2:3 population was constructed by hybridizing the verticillium wilt-resistant island cotton variety 'Hai7124' with the susceptible variety 'Xinhai14'. Using Bulked Segregant Analysis (BSA-seq), we identified 10 genetic intervals significantly associated with resistance. Additionally, two pathogenic strains of Verticillium dahliae, Vd592 (a strong pathogenic type) and VdKT (a weak pathogenic type), were used to infect the 'Hai7124' and 'Xinhai14' for RNA-seq analysis, focusing on differentially expressed genes and signaling pathways in samples treated with different resistant and susceptible materials and infected with different pathogens. By integrating BSA-seq and RNA-seq association analyses, the candidate gene range was further refined. Five genes (GBMYB102, GBWRKY65, GBRDA2, GBSOT16, and GBCWINV1) were validated through virus-induced gene silencing (VIGS). The results revealed that reduced expression of these genes significantly decreases plant disease resistance and leads to a reduction in the activity of defense-related enzymes (such as SOD, CAT or PAL) and secondary metabolites (including lignin or flavonoids). Based on the preliminary functional analysis of these candidate genes, we speculate that redox metabolism and secondary metabolites play crucial roles in the resistance of island cotton to Verticillium wilt, and that the resistance of island cotton to verticillium wilt is the result of multiple genes working together.
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Affiliation(s)
- Zengqiang Zhao
- College of Life Sciences, Shihezi University, Shihezi, China; Xinjiang Production & Construction Group Key Laboratory of Crop Germplasm Enhancement and Gene Resources Utilization, Biotechnology Research Institute, Xinjiang Academy of Agricultural and Reclamation Sciences, Shihezi, China; Key Laboratory of Cotton Biology and Genetic Breeding in Northwest Inland Region of the Ministry of Agriculture (Xinjiang), Institute of Cotton Research, Xinjiang Academy of Agricultural and Reclamation Sciences, Shihezi, China
| | - Guoli Zhang
- Xinjiang Production & Construction Group Key Laboratory of Crop Germplasm Enhancement and Gene Resources Utilization, Biotechnology Research Institute, Xinjiang Academy of Agricultural and Reclamation Sciences, Shihezi, China
| | - Hang Yu
- Xinjiang Production & Construction Group Key Laboratory of Crop Germplasm Enhancement and Gene Resources Utilization, Biotechnology Research Institute, Xinjiang Academy of Agricultural and Reclamation Sciences, Shihezi, China
| | - Guoqing Sun
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China; Western Research Institute, Chinese Academy of Agricultural Sciences, Changji, China.
| | - Jianbo Zhu
- College of Life Sciences, Shihezi University, Shihezi, China.
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Gadagkar SR, Baeza JA, Buss K, Johnson N. De-novo whole genome assembly of the orange jewelweed, Impatiens capensis Meerb. (Balsaminaceae) using nanopore long-read sequencing. PeerJ 2023; 11:e16328. [PMID: 37901463 PMCID: PMC10601903 DOI: 10.7717/peerj.16328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 09/30/2023] [Indexed: 10/31/2023] Open
Abstract
The plant family Balsaminaceae comprises only two genera, and they are a study in contrasts. While Impatiens is an impressively prolific genus, with over 1,000 species and more being discovered each year, its sister genus, Hydrocera, has one solitary species, H. triflora. The two genera also differ in geographic distribution and habitat type (Impatiens species are widely distributed in much of the Old World and N. America, while H. triflora is confined to wetlands specific to S. India, Sri Lanka, and SE Asia). Other contrasting features include plant habit, habitat, floral architecture, mode of seed dispersal, and a host of other traits. The family Balsaminaceae is therefore an excellent model for studying speciation and character evolution as well as understanding the proximal and evolutionary forces that have driven the two genera to adopt such contrasting evolutionary paths. Various species of the Impatiens genus are also commercially important in the ornamental flower industry and as sources of phytochemicals that are of medicinal and other commercial value. As a preliminary step towards studying the genomic basis of the contrasting features of the two genera, we have sequenced and assembled, de novo, the genome of an iconic Impatiens species from N. America, namely I. capensis, and report our findings here.
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Affiliation(s)
- Sudhindra R. Gadagkar
- Biomedical Sciences Program, Midwestern University, Glendale, Arizona, United States of America
- College of Veterinary Medicine, Midwestern University, Glendale, Arizona, United States of America
- Arizona College of Osteopathic Medicine, Midwestern University, Glendale, Arizona, United States of America
| | - J. Antonio Baeza
- Departamento de Biología Marina, Universidad Católica del Norte, Coquimbo, Chile
- Department of Biological Sciences, Clemson University, Clemson, South Carolina, United States of America
- Smithsonian Marine Station at Fort Pierce, Fort Pierce, Florida, United States of America
| | - Kristina Buss
- Bioinformatics Core, Arizona State University, Tempe, Arizona, United States of America
| | - Nate Johnson
- Biomedical Sciences Program, Midwestern University, Glendale, Arizona, United States of America
- College of Veterinary Medicine, Midwestern University, Glendale, Arizona, United States of America
- Arizona College of Osteopathic Medicine, Midwestern University, Glendale, Arizona, United States of America
- Center for Biology and Society, Arizona State University, Tempe, Arizona, United States of America
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Dolatabadian A, Yuan Y, Bayer PE, Petereit J, Severn-Ellis A, Tirnaz S, Patel D, Edwards D, Batley J. Copy Number Variation among Resistance Genes Analogues in Brassica napus. Genes (Basel) 2022; 13:2037. [PMID: 36360273 PMCID: PMC9690292 DOI: 10.3390/genes13112037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 10/26/2022] [Accepted: 10/31/2022] [Indexed: 10/31/2024] Open
Abstract
Copy number variations (CNVs) are defined as deletions, duplications and insertions among individuals of a species. There is growing evidence that CNV is a major factor underlining various autoimmune disorders and diseases in humans; however, in plants, especially oilseed crops, the role of CNVs in disease resistance is not well studied. Here, we investigate the genome-wide diversity and genetic properties of CNVs in resistance gene analogues (RGAs) across eight Brassica napus lines. A total of 1137 CNV events (704 deletions and 433 duplications) were detected across 563 RGAs. The results show CNVs are more likely to occur across clustered RGAs compared to singletons. In addition, 112 RGAs were linked to a blackleg resistance QTL, of which 25 were affected by CNV. Overall, we show that the presence and abundance of CNVs differ between lines, suggesting that in B. napus, the distribution of CNVs depends on genetic background. Our findings advance the understanding of CNV as an important type of genomic structural variation in B. napus and provide a resource to support breeding of advanced canola lines.
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Affiliation(s)
- Aria Dolatabadian
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Yuxuan Yuan
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Philipp Emanuel Bayer
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Jakob Petereit
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Anita Severn-Ellis
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Soodeh Tirnaz
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Dhwani Patel
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - David Edwards
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Jacqueline Batley
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
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He YL, Lan LM, Zhao L, Cai BH, Qu SC, Wang SH. Comparative transcriptomics analysis reveals MdGRAS53 contributes to disease resistance against Alternaria blotch of apple. JOURNAL OF PLANT PHYSIOLOGY 2022; 273:153697. [PMID: 35487008 DOI: 10.1016/j.jplph.2022.153697] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 04/11/2022] [Accepted: 04/11/2022] [Indexed: 06/14/2023]
Abstract
Alternaria blotch disease, caused by Alternaria alternata apple pathotype (AAAP), is one of the most prevalent diseases in apple production. To identify AAAP resistance-related genes and provide a theoretical basis for Alternaria blotch disease resistance breeding, we used two apple cultivars, 'Jonathan', a variety resistant to AAAP infection, and 'Starking Delicious', a variety susceptible to AAAP infection, as materials to perform transcriptome sequencing of apple leaves 72 h after AAAP infection. A Venn diagram showed that a total of 5229 DEGs of 'Jonathan' and 4326 DEGs of 'Starking Delicious' were identified. GO analysis showed that these DEGs were clustered into 25 GO terms, primarily "metabolic process" and "catalytic activity." Functional classification analyses of the DEGs indicated that "MAPK signaling pathway-plant pathway" is the most significant metabolic pathway among the top 15 KEGG pathways, followed by the "plant hormone signal transduction" pathway. There are more DEGs in 'Jonathan' that are significantly classified GO terms and KEGG pathways than in 'Starking Delicious'. Specifically, 13 DEGs were identified as involved in the GA-GID1-DELLA module, and the expression of MdGRAS53, a homologous gene of DELLA, was significantly upregulated in 'Jonathan' compared with 'Starking Delicious'. Phenotype analysis revealed that exogenous hormone GA3 suppressed apple resistance to AAAP infection and reduced the expression of MdGRAS53. The opposite result was observed for exogenous spraying of paclobutrazol (PAC), an inhibitor of gibberellin synthesis. Overexpression of MdGRAS53 in apple leaves by transient transformation decreased lesion area and the number of spores in leaves infected with AAAP, while silencing MdGRAS53 showed the opposite result. Meanwhile, SA/JA signaling pathway-related genes were upregulated significantly in MdGRAS53-overexpressed leaves and downregulated significantly in MdGRAS53-silenced leaves. The findings suggest that the GA-GID1-DELLA module is involved in apple resistance to AAAP, and MdGRAS53, a DELLA homologous gene, may play a positive role in this resistance by modulating cooperative JA- and SA-dependent pathways.
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Affiliation(s)
- You-Lei He
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Li-Ming Lan
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Lin Zhao
- Xuzhou Institute of Agricultural Sciences of Xuhuai Region of Jiangsu, Xuzhou, 221131, Jiangsu, China
| | - Bin-Hua Cai
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Shen-Chun Qu
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - San-Hong Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China.
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Peng Z, He Y, Parajuli S, You Q, Wang W, Bhattarai K, Palmateer AJ, Deng Z. Integration of early disease-resistance phenotyping, histological characterization, and transcriptome sequencing reveals insights into downy mildew resistance in impatiens. HORTICULTURE RESEARCH 2021; 8:108. [PMID: 33931631 PMCID: PMC8087834 DOI: 10.1038/s41438-021-00543-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 03/11/2021] [Accepted: 03/22/2021] [Indexed: 05/11/2023]
Abstract
Downy mildew (DM), caused by obligate parasitic oomycetes, is a destructive disease for a wide range of crops worldwide. Recent outbreaks of impatiens downy mildew (IDM) in many countries have caused huge economic losses. A system to reveal plant-pathogen interactions in the early stage of infection and quickly assess resistance/susceptibility of plants to DM is desired. In this study, we established an early and rapid system to achieve these goals using impatiens as a model. Thirty-two cultivars of Impatiens walleriana and I. hawkeri were evaluated for their responses to IDM at cotyledon, first/second pair of true leaf, and mature plant stages. All I. walleriana cultivars were highly susceptible to IDM. While all I. hawkeri cultivars were resistant to IDM starting at the first true leaf stage, many (14/16) were susceptible to IDM at the cotyledon stage. Two cultivars showed resistance even at the cotyledon stage. Histological characterization showed that the resistance mechanism of the I. hawkeri cultivars resembles that in grapevine and type II resistance in sunflower. By integrating full-length transcriptome sequencing (Iso-Seq) and RNA-Seq, we constructed the first reference transcriptome for Impatiens comprised of 48,758 sequences with an N50 length of 2060 bp. Comparative transcriptome and qRT-PCR analyses revealed strong candidate genes for IDM resistance, including three resistance genes orthologous to the sunflower gene RGC203, a potential candidate associated with DM resistance. Our approach of integrating early disease-resistance phenotyping, histological characterization, and transcriptome analysis lay a solid foundation to improve DM resistance in impatiens and may provide a model for other crops.
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Affiliation(s)
- Ze Peng
- University of Florida, IFAS, Department of Environmental Horticulture, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, 33598, USA
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, 510642, Guangzhou, China
| | - Yanhong He
- Visiting scholar at University of Florida, IFAS, Department of Environmental Horticulture, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, 33598, USA
- Key Laboratory of Horticultural Plant Biology, Ministry of Education, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, 430070, Wuhan, Hubei, China
| | - Saroj Parajuli
- University of Florida, IFAS, Department of Environmental Horticulture, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, 33598, USA
| | - Qian You
- University of Florida, IFAS, Department of Environmental Horticulture, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, 33598, USA
| | - Weining Wang
- University of Florida, IFAS, Department of Environmental Horticulture, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, 33598, USA
| | - Krishna Bhattarai
- University of Florida, IFAS, Department of Environmental Horticulture, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, 33598, USA
| | - Aaron J Palmateer
- University of Florida, IFAS, Department of Plant Pathology, Tropical Research and Education Center, 18905 S.W. 280th Street, Homestead, FL, 33031, USA
- Bayer Environmental Science US, 5000 Centregreen Way, Cary, NC, 27513, USA
| | - Zhanao Deng
- University of Florida, IFAS, Department of Environmental Horticulture, Gulf Coast Research and Education Center, 14625 County Road 672, Wimauma, FL, 33598, USA.
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Bhattarai K, Conesa A, Xiao S, Peres NA, Clark DG, Parajuli S, Deng Z. Sequencing and analysis of gerbera daisy leaf transcriptomes reveal disease resistance and susceptibility genes differentially expressed and associated with powdery mildew resistance. BMC PLANT BIOLOGY 2020; 20:539. [PMID: 33256589 PMCID: PMC7706040 DOI: 10.1186/s12870-020-02742-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 11/16/2020] [Indexed: 05/05/2023]
Abstract
BACKGROUND RNA sequencing has been widely used to profile genome-wide gene expression and identify candidate genes controlling disease resistance and other important traits in plants. Gerbera daisy is one of the most important flowers in the global floricultural trade, and powdery mildew (PM) is the most important disease of gerbera. Genetic improvement of gerbera PM resistance has become a crucial goal in gerbera breeding. A better understanding of the genetic control of gerbera resistance to PM can expedite the development of PM-resistant cultivars. RESULTS The objectives of this study were to identify gerbera genotypes with contrasting phenotypes in PM resistance and sequence and analyze their leaf transcriptomes to identify disease resistance and susceptibility genes differentially expressed and associated with PM resistance. An additional objective was to identify SNPs and SSRs for use in future genetic studies. We identified two gerbera genotypes, UFGE 4033 and 06-245-03, that were resistant and susceptible to PM, respectively. De novo assembly of their leaf transcriptomes using four complementary pipelines resulted in 145,348 transcripts with a N50 of 1124 bp, of which 67,312 transcripts contained open reading frames and 48,268 were expressed in both genotypes. A total of 494 transcripts were likely involved in disease resistance, and 17 and 24 transcripts were up- and down-regulated, respectively, in UFGE 4033 compared to 06-245-03. These gerbera disease resistance transcripts were most similar to the NBS-LRR class of plant resistance genes conferring resistance to various pathogens in plants. Four disease susceptibility transcripts (MLO-like) were expressed only or highly expressed in 06-245-03, offering excellent candidate targets for gene editing for PM resistance in gerbera. A total of 449,897 SNPs and 19,393 SSRs were revealed in the gerbera transcriptomes, which can be a valuable resource for developing new molecular markers. CONCLUSION This study represents the first transcriptomic analysis of gerbera PM resistance, a highly important yet complex trait in a globally important floral crop. The differentially expressed disease resistance and susceptibility transcripts identified provide excellent targets for development of molecular markers and genetic maps, cloning of disease resistance genes, or targeted mutagenesis of disease susceptibility genes for PM resistance in gerbera.
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Affiliation(s)
- Krishna Bhattarai
- Department of Environmental Horticulture, Gulf Coast Research and Education Center, University of Florida, IFAS, 14625 County Road 672, Wimauma, FL, 33598, USA
| | - Ana Conesa
- Department of Microbiology and Cell Science, University of Florida, IFAS, Gainesville, FL, 32611, USA
- University of Florida, Genetics Institute, Gainesville, FL, 32611, USA
| | - Shunyuan Xiao
- University of Maryland, College of Agriculture and Natural Resources, 4291 Fieldhouse Drive, Rockville, MD, 20850, USA
| | - Natalia A Peres
- Department of Plant Pathology, Gulf Coast Research and Education Center, University of Florida, IFAS, 14625 County Road 672, Wimauma, FL, 33598, USA
| | - David G Clark
- Department of Environmental Horticulture, University of Florida, IFAS, Gainesville, FL, 32611, USA
| | - Saroj Parajuli
- Department of Environmental Horticulture, Gulf Coast Research and Education Center, University of Florida, IFAS, 14625 County Road 672, Wimauma, FL, 33598, USA
| | - Zhanao Deng
- Department of Environmental Horticulture, Gulf Coast Research and Education Center, University of Florida, IFAS, 14625 County Road 672, Wimauma, FL, 33598, USA.
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Foong LC, Chai JY, Ho ASH, Yeo BPH, Lim YM, Tam SM. Comparative transcriptome analysis to identify candidate genes involved in 2-methoxy-1,4-naphthoquinone (MNQ) biosynthesis in Impatiens balsamina L. Sci Rep 2020; 10:16123. [PMID: 32999341 PMCID: PMC7527972 DOI: 10.1038/s41598-020-72997-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Accepted: 07/10/2020] [Indexed: 11/09/2022] Open
Abstract
Impatiens balsamina L. is a tropical ornamental and traditional medicinal herb rich in natural compounds, especially 2-methoxy-1,4-naphthoquinone (MNQ) which is a bioactive compound with tested anticancer activities. Characterization of key genes involved in the shikimate and 1,4-dihydroxy-2-naphthoate (DHNA) pathways responsible for MNQ biosynthesis and their expression profiles in I. balsamina will facilitate adoption of genetic/metabolic engineering or synthetic biology approaches to further increase production for pre-commercialization. In this study, HPLC analysis showed that MNQ was present in significantly higher quantities in the capsule pericarps throughout three developmental stages (early-, mature- and postbreaker stages) whilst its immediate precursor, 2-hydroxy-1,4-naphthoquinone (lawsone) was mainly detected in mature leaves. Transcriptomes of I. balsamina derived from leaf, flower, and three capsule developmental stages were generated, totalling 59.643 Gb of raw reads that were assembled into 94,659 unigenes (595,828 transcripts). A total of 73.96% of unigenes were functionally annotated against seven public databases and 50,786 differentially expressed genes (DEGs) were identified. Expression profiles of 20 selected genes from four major secondary metabolism pathways were studied and validated using qRT-PCR method. Majority of the DHNA pathway genes were found to be significantly upregulated in early stage capsule compared to flower and leaf, suggesting tissue-specific synthesis of MNQ. Correlation analysis identified 11 candidate unigenes related to three enzymes (NADH-quinone oxidoreductase, UDP-glycosyltransferases and S-adenosylmethionine-dependent O-methyltransferase) important in the final steps of MNQ biosynthesis based on genes expression profiles consistent with MNQ content. This study provides the first molecular insight into the dynamics of MNQ biosynthesis and accumulation across different tissues of I. balsamina and serves as a valuable resource to facilitate further manipulation to increase production of MNQ.
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Affiliation(s)
- Lian Chee Foong
- School of Biosciences, Faculty of Health and Medical Sciences, Taylor's University, Jalan Taylors, 47500, Subang Jaya, Selangor, Malaysia.,Faculty of Applied Sciences, UCSI University, Jalan Puncak Menara Gading, UCSI Heights, 56000, Cheras, Wilayah Persekutuan Kuala Lumpur, Malaysia
| | - Jian Yi Chai
- School of Biosciences, Faculty of Health and Medical Sciences, Taylor's University, Jalan Taylors, 47500, Subang Jaya, Selangor, Malaysia
| | - Anthony Siong Hock Ho
- School of Biosciences, Faculty of Health and Medical Sciences, Taylor's University, Jalan Taylors, 47500, Subang Jaya, Selangor, Malaysia
| | - Brandon Pei Hui Yeo
- Fairview International School, Lot 4178, Jalan 1/27d, Seksyen 6 Wangsa Maju, 53300, Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
| | - Yang Mooi Lim
- Department of Pre-Clinical Sciences, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Lot PT 21144, Jalan Sungai Long, Bandar Sungai Long, 43000, Kajang, Selangor, Malaysia
| | - Sheh May Tam
- School of Biosciences, Faculty of Health and Medical Sciences, Taylor's University, Jalan Taylors, 47500, Subang Jaya, Selangor, Malaysia.
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Eichmeier A, Kiss T, Penazova E, Pecenka J, Berraf-Tebbal A, Baranek M, Pokluda R, Cechova J, Gramaje D, Grzebelus D. MicroRNAs in Vitis vinifera cv. Chardonnay Are Differentially Expressed in Response to Diaporthe Species. Genes (Basel) 2019; 10:E905. [PMID: 31703418 PMCID: PMC6896114 DOI: 10.3390/genes10110905] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 10/31/2019] [Accepted: 11/05/2019] [Indexed: 01/08/2023] Open
Abstract
Diaporthe species are important pathogens, saprobes, and endophytes on grapevines. Several species are known, either as agents of pre- or post-harvest infections, as causal agents of many relevant diseases, including swelling arm, trunk cankers, leaf spots, root and fruit rots, wilts, and cane bleaching. A growing body of evidence exists that a class of small non-coding endogenous RNAs, known as microRNAs (miRNAs), play an important role in post-transcriptional gene regulation, during plant development and responses to biotic and abiotic stresses. In this study, we explored differentially expressed miRNAs in response to Diaporthe eres and Diaporthe bohemiae infection in Vitis vinifera cv. Chardonnay under in vitro conditions. We used computational methods to predict putative miRNA targets in order to explore the involvement of possible pathogen response pathways. We identified 136 known and 41 new miRNA sequence variants, likely generated through post-transcriptional modifications. In the Diaporthe eres treatment, 61 known and 17 new miRNAs were identified while in the Diaporthe bohemiae treatment, 101 known and 21 new miRNAs were revealed. Our results contribute to further understanding the role miRNAs play during plant pathogenesis, which is possibly crucial in understanding disease symptom development in grapevines infected by D. eres and D. bohemiae.
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Affiliation(s)
- Ales Eichmeier
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - Tomas Kiss
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - Eliska Penazova
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - Jakub Pecenka
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - Akila Berraf-Tebbal
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - Miroslav Baranek
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - Robert Pokluda
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - Jana Cechova
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
| | - David Gramaje
- Instituto de Ciencias de la Vid y del Vino (ICVV), Consejo Superior de Investigaciones Científicas—Universidad de la Rioja—Gobierno de La Rioja, Ctra. de Burgos Km. 6, 26007 Logroño, Spain;
| | - Dariusz Grzebelus
- Faculty of Horticulture, Mendeleum-Institute of Genetics, Mendel University in Brno, Valticka 334, 69144 Lednice, Czech Republic; (T.K.); (E.P.); (J.P.); (A.B.-T.); (M.B.); (R.P.); (J.C.); (D.G.)
- Department of Plant Biology and Biotechnology, Faculty of Biotechnology and Horticulture, University of Agriculture in Krakow, 31425 Krakow, Poland
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