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Kisvarga S, Hamar-Farkas D, Horotán K, Gyuricza C, Ražná K, Kučka M, Harenčár Ľ, Neményi A, Lantos C, Pauk J, Solti Á, Simon E, Bibi D, Mukherjee S, Török K, Tilly-Mándy A, Papp L, Orlóci L. Investigation of a Perspective Urban Tree Species, Ginkgo biloba L., by Scientific Analysis of Historical Old Specimens. PLANTS (BASEL, SWITZERLAND) 2024; 13:1470. [PMID: 38891279 PMCID: PMC11175039 DOI: 10.3390/plants13111470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/18/2024] [Accepted: 05/24/2024] [Indexed: 06/21/2024]
Abstract
In this study, we examined over 200-year-old Ginkgo biloba L. specimens under different environmental conditions. The overall aim was to explore which factors influence their vitality and general fitness in urban environments and thus their ability to tolerate stressful habitats. In order to determine this, we used a number of different methods, including histological examinations (stomatal density and size) and physiological measurements (peroxidase enzyme activity), as well as assessing the air pollution tolerance index (APTI). The investigation of the genetic relationships between individuals was performed using flow cytometry and miRNA marker methods. The genetic tests revealed that all individuals are diploid, whereas the lus-miR168 and lus-miR408 markers indicated a kinship relation between them. These results show that the effect of different habitat characteristics can be detected through morphological and physiological responses, thus indicating relatively higher stress values for all studied individuals. A significant correlation can be found between the level of adaptability and the relatedness of the examined individuals. These results suggest that Ginkgo biloba L. is well adapted to an environment with increased stress factors and therefore suitable for use in urban areas.
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Affiliation(s)
- Szilvia Kisvarga
- Ornamental Plant and Green System Management Research Group, Institute of Landscape Architecture, Urban Planning and Garden Art, Hungarian University of Agriculture and Life Sciences (MATE), 1223 Budapest, Hungary; (S.K.); (A.N.); (L.O.)
| | - Dóra Hamar-Farkas
- Ornamental Plant and Green System Management Research Group, Institute of Landscape Architecture, Urban Planning and Garden Art, Hungarian University of Agriculture and Life Sciences (MATE), 1223 Budapest, Hungary; (S.K.); (A.N.); (L.O.)
- Department of Floriculture and Dendrology, Institute of Landscape Architecture, Urban Planning and Garden Art, Hungarian University of Agriculture and Life Sciences (MATE), 1223 Budapest, Hungary;
| | - Katalin Horotán
- Institute of Biology, Eszterházy Károly Catholic University, 3300 Eger, Hungary;
| | - Csaba Gyuricza
- Institute of Agronomy, Hungarian University of Agriculture and Life Sciences (MATE), 1118 Gödöllő, Hungary
| | - Katarína Ražná
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture in Nitra, 94976 Nitra, Slovakia; (K.R.); (M.K.); (Ľ.H.)
| | - Matúš Kučka
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture in Nitra, 94976 Nitra, Slovakia; (K.R.); (M.K.); (Ľ.H.)
| | - Ľubomír Harenčár
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture in Nitra, 94976 Nitra, Slovakia; (K.R.); (M.K.); (Ľ.H.)
| | - András Neményi
- Ornamental Plant and Green System Management Research Group, Institute of Landscape Architecture, Urban Planning and Garden Art, Hungarian University of Agriculture and Life Sciences (MATE), 1223 Budapest, Hungary; (S.K.); (A.N.); (L.O.)
| | - Csaba Lantos
- Cereal Research Non-Profit Company, 6726 Szeged, Hungary; (C.L.); (J.P.)
| | - János Pauk
- Cereal Research Non-Profit Company, 6726 Szeged, Hungary; (C.L.); (J.P.)
| | - Ádám Solti
- Department of Plant Physiology and Molecular Plant Biology, Eötvös Loránd University, 1117 Budapest, Hungary;
| | - Edina Simon
- Eötvös Loránd Research Network, University of Debrecen, 4032 Debrecen, Hungary;
- Anthropocene Ecology Research Group, Department of Ecology, University of Debrecen, 4032 Debrecen, Hungary; (D.B.); (S.M.)
| | - Dina Bibi
- Anthropocene Ecology Research Group, Department of Ecology, University of Debrecen, 4032 Debrecen, Hungary; (D.B.); (S.M.)
| | - Semonti Mukherjee
- Anthropocene Ecology Research Group, Department of Ecology, University of Debrecen, 4032 Debrecen, Hungary; (D.B.); (S.M.)
| | - Katalin Török
- Eotvos Lorand Res Network (ELKH), Institute of Plant Biology, Biological Research Centre, 6722 Szeged, Hungary;
| | - Andrea Tilly-Mándy
- Department of Floriculture and Dendrology, Institute of Landscape Architecture, Urban Planning and Garden Art, Hungarian University of Agriculture and Life Sciences (MATE), 1223 Budapest, Hungary;
| | - László Papp
- Füvészkert Botanical Garden, Eötvös Loránd University, 1053 Budapest, Hungary;
| | - László Orlóci
- Ornamental Plant and Green System Management Research Group, Institute of Landscape Architecture, Urban Planning and Garden Art, Hungarian University of Agriculture and Life Sciences (MATE), 1223 Budapest, Hungary; (S.K.); (A.N.); (L.O.)
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Paganová V, Hus M, Lichtnerová H, Žiarovská J, Moravčíková D, Kučka M, Ražná K, Abbas A. Physiological and Molecular Responses of Pyrus pyraster Seedlings to Salt Treatment Analyzed by miRNA and Cytochrome P450 Gene-Based Markers. PLANTS (BASEL, SWITZERLAND) 2024; 13:261. [PMID: 38256814 PMCID: PMC10820964 DOI: 10.3390/plants13020261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 01/09/2024] [Accepted: 01/15/2024] [Indexed: 01/24/2024]
Abstract
Physiological and molecular marker-based changes were studied in the tissues of two-year-old Pyrus pyraster (L.) Burgsd. seedlings under salt treatment. For 60 days, 5 mL of 100 mM NaCl solution was applied to each plant per day to a cumulative volume of 300 mL in the substrate. In response to osmotic stress, the seedlings increased their water use efficiency (WUE) on day 20 of regular NaCl application and maintained a stable net photosynthetic rate (An) per unit area. Under conditions of increasing salinity, the young plants maintained a balanced water regime of the leaf tissues (Ψwl). The seedlings invested mass to their root growth (R/S), retained a substantial portion (72%) of Na+ ions in the roots, and protected their leaves against intoxication and damage. A significant decrease in the leaf gas exchange parameters (gs, E, An) was manifested on day 60 of the experiment when the cumulative NaCl intake was 300 mL per plant. The variability in the reactions of the seedlings to salinity is related to the use of open-pollinated progeny (54 genotypes) in the experiment. Lus-miR168 showed tissue- and genotype-specific genome responses to the applied stress. Polymorphic miRNA-based loci were mostly detected in the root samples on the 20th and 35th days of the experiment. The cumulative effect of the salt treatment was reflected in the predominance of polymorphic loci in the leaves. We can confirm that miRNA-based markers represent a sensitive detection tool for plant stress response on an individual level. The screening and selection of the optimal type of miRNA for this type of research is crucial. The cytochrome P450-Based Analog (PBA) techniques were unable to detect polymorphism among the control and treated seedlings, except for the primer pair CYP2BF+R, where, in the roots of the stressed plant, insertions in the amplicons were obtained. The expression ratios of cytochrome P450 in the salt-stressed plants were higher in the roots in the case of 20/100 mL and in the leaves with higher doses. The observed physiological and molecular responses to salinity reflect the potential of P. pyraster seedlings in adaptation to osmotic and ionic stress.
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Affiliation(s)
- Viera Paganová
- Institute of Landscape Architecture, Faculty of Horticulture and Landscape Engineering, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (M.H.); (H.L.)
| | - Marek Hus
- Institute of Landscape Architecture, Faculty of Horticulture and Landscape Engineering, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (M.H.); (H.L.)
| | - Helena Lichtnerová
- Institute of Landscape Architecture, Faculty of Horticulture and Landscape Engineering, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (M.H.); (H.L.)
| | - Jana Žiarovská
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (J.Ž.); (D.M.); (M.K.); (K.R.); (A.A.)
| | - Dagmar Moravčíková
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (J.Ž.); (D.M.); (M.K.); (K.R.); (A.A.)
| | - Matúš Kučka
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (J.Ž.); (D.M.); (M.K.); (K.R.); (A.A.)
| | - Katarína Ražná
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (J.Ž.); (D.M.); (M.K.); (K.R.); (A.A.)
| | - Aqsa Abbas
- Institute of Plant and Environmental Sciences, Faculty of Agrobiology and Food Resources, Slovak University of Agriculture, 949 76 Nitra, Slovakia; (J.Ž.); (D.M.); (M.K.); (K.R.); (A.A.)
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Paliwal S, Tripathi MK, Tiwari S, Tripathi N, Payasi DK, Tiwari PN, Singh K, Yadav RK, Asati R, Chauhan S. Molecular Advances to Combat Different Biotic and Abiotic Stresses in Linseed ( Linum usitatissimum L.): A Comprehensive Review. Genes (Basel) 2023; 14:1461. [PMID: 37510365 PMCID: PMC10379177 DOI: 10.3390/genes14071461] [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: 06/12/2023] [Revised: 07/11/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
Flax, or linseed, is considered a "superfood", which means that it is a food with diverse health benefits and potentially useful bioactive ingredients. It is a multi-purpose crop that is prized for its seed oil, fibre, nutraceutical, and probiotic qualities. It is suited to various habitats and agro-ecological conditions. Numerous abiotic and biotic stressors that can either have a direct or indirect impact on plant health are experienced by flax plants as a result of changing environmental circumstances. Research on the impact of various stresses and their possible ameliorators is prompted by such expectations. By inducing the loss of specific alleles and using a limited number of selected varieties, modern breeding techniques have decreased the overall genetic variability required for climate-smart agriculture. However, gene banks have well-managed collectionns of landraces, wild linseed accessions, and auxiliary Linum species that serve as an important source of novel alleles. In the past, flax-breeding techniques were prioritised, preserving high yield with other essential traits. Applications of molecular markers in modern breeding have made it easy to identify quantitative trait loci (QTLs) for various agronomic characteristics. The genetic diversity of linseed species and the evaluation of their tolerance to abiotic stresses, including drought, salinity, heavy metal tolerance, and temperature, as well as resistance to biotic stress factors, viz., rust, wilt, powdery mildew, and alternaria blight, despite addressing various morphotypes and the value of linseed as a supplement, are the primary topics of this review.
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Affiliation(s)
- Shruti Paliwal
- Department of Genetics and Plant Breeding, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
| | - Manoj Kumar Tripathi
- Department of Genetics and Plant Breeding, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
- Department of Plant Molecular Biology and Biotechnology, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
| | - Sushma Tiwari
- Department of Genetics and Plant Breeding, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
- Department of Plant Molecular Biology and Biotechnology, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
| | - Niraj Tripathi
- Directorate of Research Services, Jawaharlal Nehru Krishi Vishwa Vidyalaya, Jabalpur 482004, India
| | - Devendra K Payasi
- All India Coordinated Research Project on Linseed, Jawaharlal Nehru Krishi Vishwa Vidyalaya, Regional Agricultural Research Station, Sagar 470001, India
| | - Prakash N Tiwari
- Department of Plant Molecular Biology and Biotechnology, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
| | - Kirti Singh
- Department of Genetics and Plant Breeding, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
| | - Rakesh Kumar Yadav
- Department of Genetics and Plant Breeding, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
| | - Ruchi Asati
- Department of Genetics and Plant Breeding, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
| | - Shailja Chauhan
- Department of Genetics and Plant Breeding, College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior 474002, India
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Gao P, Qiu S, Ma X, Parkin IAP, Xiang D, Datla R. Spatiotemporal Transcriptomic Atlas of Developing Embryos and Vegetative Tissues in Flax. PLANTS 2022; 11:plants11152031. [PMID: 35956508 PMCID: PMC9370790 DOI: 10.3390/plants11152031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/24/2022] [Accepted: 07/30/2022] [Indexed: 11/16/2022]
Abstract
Flax (Linum usitatissimum L.) is an important multipurpose crop widely grown for oil and fiber. Despite recent advances in genomics, detailed gene activities during the important reproductive phase of its development are not well defined. In this study, we employed high-throughput RNA-sequencing methods to generate in-depth transcriptome profiles of flax tissues with emphasis on the reproductive phases of five key stages of embryogenesis (globular embryo, heart embryo, torpedo embryo, cotyledon embryo, and mature embryo), mature seed, and vegetative tissues viz. ovary, anther, and root. These datasets were used to establish the co-expression networks covering 36 gene modules based on the expression patterns for each gene through weighted gene co-expression network analysis (WGCNA). Functional interrogation with Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) of dominantly expressed genetic modules in tissues revealed pathways involved in the development of different tissues. Moreover, the essential genes in embryo development and synthesis of storage reserves were identified based on their dynamic expression patterns. Together, this comprehensive dataset for developing embryos, mature seeds and vegetative tissues provides new insights into molecular mechanisms of seed development with potential for flax crop improvement.
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Affiliation(s)
- Peng Gao
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK S7N 4L8, Canada
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, 107 Science Place, Saskatoon, SK S7N 0X2, Canada
| | - Shuqing Qiu
- Aquatic and Crop Resource Development, National Research Council Canada, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
| | - Xingliang Ma
- Department of Plant Science, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
| | - Isobel A. P. Parkin
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, 107 Science Place, Saskatoon, SK S7N 0X2, Canada
- Correspondence: (I.A.P.P.); (D.X.); (R.D.); Tel.: +1-306-3859434 (I.A.P.P.); +1-306-9755580 (D.X.); +1-306-2293924 (R.D.)
| | - Daoquan Xiang
- Aquatic and Crop Resource Development, National Research Council Canada, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
- Correspondence: (I.A.P.P.); (D.X.); (R.D.); Tel.: +1-306-3859434 (I.A.P.P.); +1-306-9755580 (D.X.); +1-306-2293924 (R.D.)
| | - Raju Datla
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK S7N 4L8, Canada
- Correspondence: (I.A.P.P.); (D.X.); (R.D.); Tel.: +1-306-3859434 (I.A.P.P.); +1-306-9755580 (D.X.); +1-306-2293924 (R.D.)
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Yadav B, Kaur V, Narayan OP, Yadav SK, Kumar A, Wankhede DP. Integrated omics approaches for flax improvement under abiotic and biotic stress: Current status and future prospects. FRONTIERS IN PLANT SCIENCE 2022; 13:931275. [PMID: 35958216 PMCID: PMC9358615 DOI: 10.3389/fpls.2022.931275] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/27/2022] [Indexed: 05/03/2023]
Abstract
Flax (Linum usitatissimum L.) or linseed is one of the important industrial crops grown all over the world for seed oil and fiber. Besides oil and fiber, flax offers a wide range of nutritional and therapeutic applications as a feed and food source owing to high amount of α-linolenic acid (omega-3 fatty acid), lignans, protein, minerals, and vitamins. Periodic losses caused by unpredictable environmental stresses such as drought, heat, salinity-alkalinity, and diseases pose a threat to meet the rising market demand. Furthermore, these abiotic and biotic stressors have a negative impact on biological diversity and quality of oil/fiber. Therefore, understanding the interaction of genetic and environmental factors in stress tolerance mechanism and identification of underlying genes for economically important traits is critical for flax improvement and sustainability. In recent technological era, numerous omics techniques such as genomics, transcriptomics, metabolomics, proteomics, phenomics, and ionomics have evolved. The advancements in sequencing technologies accelerated development of genomic resources which facilitated finer genetic mapping, quantitative trait loci (QTL) mapping, genome-wide association studies (GWAS), and genomic selection in major cereal and oilseed crops including flax. Extensive studies in the area of genomics and transcriptomics have been conducted post flax genome sequencing. Interestingly, research has been focused more for abiotic stresses tolerance compared to disease resistance in flax through transcriptomics, while the other areas of omics such as metabolomics, proteomics, ionomics, and phenomics are in the initial stages in flax and several key questions remain unanswered. Little has been explored in the integration of omic-scale data to explain complex genetic, physiological and biochemical basis of stress tolerance in flax. In this review, the current status of various omics approaches for elucidation of molecular pathways underlying abiotic and biotic stress tolerance in flax have been presented and the importance of integrated omics technologies in future research and breeding have been emphasized to ensure sustainable yield in challenging environments.
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Affiliation(s)
- Bindu Yadav
- Division of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, New Delhi, India
| | - Vikender Kaur
- Division of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, New Delhi, India
| | - Om Prakash Narayan
- College of Arts and Sciences, University of Florida, Gainesville, FL, United States
| | - Shashank Kumar Yadav
- Division of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, New Delhi, India
| | - Ashok Kumar
- Division of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, New Delhi, India
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Ražná K, Harenčár Ľ, Kučka M. The Involvement of microRNAs in Plant Lignan Biosynthesis—Current View. Cells 2022; 11:cells11142151. [PMID: 35883592 PMCID: PMC9323225 DOI: 10.3390/cells11142151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 02/01/2023] Open
Abstract
Lignans, as secondary metabolites synthesized within a phenylpropanoid pathway, play various roles in plants, including their involvement in growth and plant defense processes. The health and nutritional benefits of lignans are unquestionable, and many studies have been devoted to these attributes. Although the regulatory role of miRNAs in the biosynthesis of secondary metabolites has been widely reported, there is no systematic review available on the miRNA-based regulatory mechanism of lignans biosynthesis. However, the genetic background of lignan biosynthesis in plants is well characterized. We attempted to put together a regulatory mosaic based on current knowledge describing miRNA-mediated regulation of genes, enzymes, or transcription factors involved in this biosynthesis process. At the same time, we would like to underline the fact that further research is necessary to improve our understanding of the miRNAs regulating plant lignan biosynthesis by exploitation of current approaches for functional identification of miRNAs.
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Pokhrel S, Meyers BC. Heat-responsive microRNAs and phased small interfering RNAs in reproductive development of flax. PLANT DIRECT 2022; 6:e385. [PMID: 35224420 PMCID: PMC8845017 DOI: 10.1002/pld3.385] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 01/09/2022] [Accepted: 01/12/2022] [Indexed: 05/05/2023]
Abstract
Plants will face increased heat stress due to rising global temperatures. Heat stress affects plant reproductive development and decreases productivity; however, the underlying molecular mechanisms of these processes are poorly characterized. Plant small RNAs (sRNAs) have important regulatory roles in plant reproductive development following abiotic stress responses. We generated sRNA transcriptomes of reproductive bud stages at three different time points to identify sRNA-mediated pathways responsive to heat stress in flax (Linum usitatissimum). With added sRNA transcriptomes of vegetative tissues, we comprehensively annotated miRNA and phasiRNA-encoding genes (PHAS) in flax. We identified 173 miRNA genes, of which 42 are newly annotated. Our analysis revealed that 141 miRNA genes were differentially accumulated between tissue types, while 18 miRNA genes were differentially accumulated in reproductive tissues following heat stress, including members of miR482/2118 and miR2275 families, known triggers of reproductive phasiRNAs. Furthermore, we identified 68 21-PHAS flax loci from protein-coding and noncoding regions, four 24-PHAS loci triggered by miR2275, and 658 24-PHAS-like loci with unknown triggers, derived mostly from noncoding regions. The reproductive phasiRNAs are mostly downregulated in response to heat stress. Overall, we found that several previously unreported miRNAs and phasiRNAs are responsive to heat stress in flax reproductive tissues.
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Affiliation(s)
- Suresh Pokhrel
- Division of Plant Science and TechnologyUniversity of MissouriColumbiaMissouriUSA
- Donald Danforth Plant Science CenterSt. LouisMissouriUSA
| | - Blake C. Meyers
- Division of Plant Science and TechnologyUniversity of MissouriColumbiaMissouriUSA
- Donald Danforth Plant Science CenterSt. LouisMissouriUSA
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Zhang J, Shi J, Yuan C, Liu X, Du G, Fan R, Zhang B. MicroRNA Expression Profile Analysis of Chlamydomonas reinhardtii during Lipid Accumulation Process under Nitrogen Deprivation Stresses. Bioengineering (Basel) 2021; 9:bioengineering9010006. [PMID: 35049715 PMCID: PMC8773410 DOI: 10.3390/bioengineering9010006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 12/14/2021] [Accepted: 12/21/2021] [Indexed: 11/30/2022] Open
Abstract
Lipid accumulation in various microalgae has been found induced by nitrogen deprivation, and it controls many different genes expression. Yet, the underlying molecular mechanisms still remain largely unknown. MicroRNA (miRNAs) play a critical role in post-transcriptional gene regulation. In this study, miRNAs were hypothesized involved in lipid accumulation by nitrogen deprivation. A deep-sequencing platform was used to explore miRNAs-mediated responses induced by nitrogen deprivation in Chlamydomonas reinhardtii. The eukaryotic orthologous groups of proteins (KOG) function in the predicted target genes of miRNA with response to nitrogen deprivation were mainly involved in signal transduction mechanisms, including transcription, lipid transport, and metabolism. A total of 109 miRNA were predicted, including 79 known miRNA and 30 novel miRNA. A total of 29 miRNAs showed significantly differential expressions after nitrogen deprivation, and most of them were upregulated. A total of 10 miRNAs and their targeting genes might involve in lipid transport and metabolism biological process. This study first investigates nitrogen deprivation-regulated miRNAs in microalgae and broadens perspectives on miRNAs importance in microalgae lipid accumulation via nitrogen deprivation. This study provides theoretical guidance for the application of microalgae in bio-oil engineering production.
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Affiliation(s)
- Jingxian Zhang
- Lab of Biorefinery, Shanghai Advanced Research Institute, Chinese Academy of Sciences, No. 99 Haike Road, Pudong, Shanghai 201210, China; (J.Z.); (J.S.); (C.Y.); (X.L.); (G.D.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jiping Shi
- Lab of Biorefinery, Shanghai Advanced Research Institute, Chinese Academy of Sciences, No. 99 Haike Road, Pudong, Shanghai 201210, China; (J.Z.); (J.S.); (C.Y.); (X.L.); (G.D.)
- University of Chinese Academy of Sciences, Beijing 100049, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Chenyang Yuan
- Lab of Biorefinery, Shanghai Advanced Research Institute, Chinese Academy of Sciences, No. 99 Haike Road, Pudong, Shanghai 201210, China; (J.Z.); (J.S.); (C.Y.); (X.L.); (G.D.)
- University of Chinese Academy of Sciences, Beijing 100049, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Xiangcen Liu
- Lab of Biorefinery, Shanghai Advanced Research Institute, Chinese Academy of Sciences, No. 99 Haike Road, Pudong, Shanghai 201210, China; (J.Z.); (J.S.); (C.Y.); (X.L.); (G.D.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Guilin Du
- Lab of Biorefinery, Shanghai Advanced Research Institute, Chinese Academy of Sciences, No. 99 Haike Road, Pudong, Shanghai 201210, China; (J.Z.); (J.S.); (C.Y.); (X.L.); (G.D.)
- University of Chinese Academy of Sciences, Beijing 100049, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Ruimei Fan
- Sino-UK Joint Laboratory for Brain Function and Injury and Department of Physiology and Neurobiology, Xinxiang Medical University, Xinxiang 453003, China
- Correspondence: (R.F.); (B.Z.)
| | - Baoguo Zhang
- Lab of Biorefinery, Shanghai Advanced Research Institute, Chinese Academy of Sciences, No. 99 Haike Road, Pudong, Shanghai 201210, China; (J.Z.); (J.S.); (C.Y.); (X.L.); (G.D.)
- University of Chinese Academy of Sciences, Beijing 100049, China
- Correspondence: (R.F.); (B.Z.)
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Lin Y, Chen Y, Zeng Y, Zhang S, Zhang Z, Chen Y, Gong J, Lai Z. Molecular characterization of miRNA genes and their expression in Dimocarpus longan Lour. PLANTA 2021; 253:41. [PMID: 33475870 DOI: 10.1007/s00425-021-03564-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 01/02/2021] [Indexed: 06/12/2023]
Abstract
A genome-wide analysis of longan miRNA genes was conducted, and full-length pri-miRNA transcripts were cloned. Bioinformatics and expression analyses contributed to the functional characterization of longan miRNA genes. MicroRNAs are important for the post-transcriptional regulation of target genes. However, little is known about the transcription and regulation of miRNA genes in longan (Dimocarpus longan Lour.). In this study, 80 miRNA precursors (pre-miRNA) were predicted, and their secondary structure, size, conservation, and diversity were analyzed. Furthermore, the full-length cDNA sequences of 13 longan primary miRNAs (pri-miRNAs) were amplified by RLM-RACE and SMART-RACE and analyzed, which revealed that longan pri-miRNA transcripts have multiple transcription start sites (TSSs) and the downstream pre-miRNAs are polymorphic. Accordingly, the longan pri-miRNAs and protein-encoding genes may have similar transcriptional specificities. An analysis of the longan miRNA gene promoter elements indicated that the three most abundant cis-acting elements were light-responsive, stress-responsive, and hormone-responsive elements. A quantitative real-time PCR assay elucidated the potential spatial and temporal expression patterns of longan pre-miRNAs during the early stages of somatic embryogenesis (SE) and in different longan organs/tissues. This is the first report regarding the molecular characterization of miRNA genes and their expression profiles in longan. The generated data may serve as a foundation for future research aimed at clarifying the longan miRNA gene functions.
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Affiliation(s)
- Yuling Lin
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Yan Chen
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Youjing Zeng
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Shuting Zhang
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Zihao Zhang
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - YuKun Chen
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Jiawei Gong
- Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Zhongxiong Lai
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China.
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10
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Molecular characterization of the effect of plant-based elicitor using microRNAs markers in wheat genome. Biologia (Bratisl) 2020. [DOI: 10.2478/s11756-020-00546-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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11
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Buch DU, Sharma OA, Pable AA, Barvkar VT. Characterization of microRNA genes from Pigeonpea (Cajanus cajan L.) and understanding their involvement in drought stress. J Biotechnol 2020; 321:23-34. [PMID: 32610182 DOI: 10.1016/j.jbiotec.2020.06.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 06/22/2020] [Accepted: 06/23/2020] [Indexed: 12/20/2022]
Abstract
MicroRNAs (miRNA) are non-coding 20-24 nucleotide long RNAs regulating gene expression. In this study, we have characterized and analysed expression of miRNAs in Pigeonpea by using bioinformatics and experimental tools. We identified 116 miRNAs belonging to 32 phylogenetic families. Further, transcription start sites of miRNA genes revealed abundance and unique arrangement of adenine at +1 and thymine at -1 position. Promoter analysis exhibited presence of 19 most prevalent motifs which comprises majorly of TATA box and MYC domains. In total, 252 miRNA-targets were identified and found to be involved in various developmental processes and stress responses. Moreover, genome-wide localization studies demonstrated clustering of cca-miRNA 395 and 169 genes. The tandem and segmental duplication events were observed suggesting miRNA genes have been originated parallelly with protein coding genes. The expression analysis revealed induction of cca-miR169a, 398a and 408 miRNAs under drought stress highlighting their involvement. Conversely, down-regulation of their putative targets (NFYA, SOD, and UCLA, respectively) confirmed regulatory role of miRNAs in their expression emphasising the negative relationship between these miRNAs and targets in Pigeonpea. This study reports vast repertoire of miRNA genes which further can be experimentally characterized to elucidate their functions in various biological processes and can be recommended for Pigeonpea improvement programs.
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Affiliation(s)
- Drushtant U Buch
- Department of Botany, Savitribai Phule Pune University, Pune, 411007, India.
| | - Oshin A Sharma
- Department of Botany, Savitribai Phule Pune University, Pune, 411007, India.
| | - Anupama A Pable
- Department of Microbiology, Savitribai Phule Pune University, Pune, 411007, India.
| | - Vitthal T Barvkar
- Department of Botany, Savitribai Phule Pune University, Pune, 411007, India.
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12
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Gorshkov O, Chernova T, Mokshina N, Gogoleva N, Suslov D, Tkachenko A, Gorshkova T. Intrusive Growth of Phloem Fibers in Flax Stem: Integrated Analysis of miRNA and mRNA Expression Profiles. PLANTS (BASEL, SWITZERLAND) 2019; 8:E47. [PMID: 30791461 PMCID: PMC6409982 DOI: 10.3390/plants8020047] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 02/13/2019] [Accepted: 02/14/2019] [Indexed: 12/21/2022]
Abstract
Phloem fibers are important elements of plant architecture and the target product of many fiber crops. A key stage in fiber development is intrusive elongation, the mechanisms of which are largely unknown. Integrated analysis of miRNA and mRNA expression profiles in intrusivelygrowing fibers obtained by laser microdissection from flax (Linum usitatissimum L.) stem revealed all 124 known flax miRNA from 23 gene families and the potential targets of differentially expressed miRNAs. A comparison of the expression between phloem fibers at different developmental stages, and parenchyma and xylem tissues demonstrated that members of miR159, miR166, miR167, miR319, miR396 families were down-regulated in intrusively growing fibers. Some putative target genes of these miRNA families, such as those putatively encoding growth-regulating factors, an argonaute family protein, and a homeobox-leucine zipper family protein were up-regulated in elongating fibers. miR160, miR169, miR390, and miR394 showed increased expression. Changes in the expression levels of miRNAs and their target genes did not match expectations for the majority of predicted target genes. Taken together, poorly understood intrusive fiber elongation, the key process of phloem fiber development, was characterized from a miRNA-target point of view, giving new insights into its regulation.
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Affiliation(s)
- Oleg Gorshkov
- Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Lobachevsky Str., 2/31, 420111 Kazan, Russia.
| | - Tatyana Chernova
- Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Lobachevsky Str., 2/31, 420111 Kazan, Russia.
| | - Natalia Mokshina
- Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Lobachevsky Str., 2/31, 420111 Kazan, Russia.
| | - Natalia Gogoleva
- Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Lobachevsky Str., 2/31, 420111 Kazan, Russia.
- Laboratory of Extreme Biology, Institute of Fundamental Medicine and Biology, Kazan (Volga Region) Federal University, Kremlyovskaya Str., 18, 420021 Kazan, Russia.
| | - Dmitry Suslov
- Department of Plant Physiology and Biochemistry, Faculty of Biology, Saint Petersburg State University, Universiteskaya emb., 7/9, 199034 Saint Petersburg, Russia.
| | - Alexander Tkachenko
- Department of Genetics and Biotechnology, Faculty of Biology, Saint Petersburg State University, Universiteskaya emb., 7/9, 199034 Saint Petersburg, Russia.
| | - Tatyana Gorshkova
- Kazan Institute of Biochemistry and Biophysics, FRC Kazan Scientific Center of RAS, Lobachevsky Str., 2/31, 420111 Kazan, Russia.
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Shinde BA, Dholakia BB, Hussain K, Aharoni A, Giri AP, Kamble AC. WRKY1 acts as a key component improving resistance against Alternaria solani in wild tomato, Solanum arcanum Peralta. PLANT BIOTECHNOLOGY JOURNAL 2018; 16:1502-1513. [PMID: 29377467 PMCID: PMC6041441 DOI: 10.1111/pbi.12892] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 01/16/2018] [Accepted: 01/22/2018] [Indexed: 05/07/2023]
Abstract
Early blight (EB), caused by Alternaria solani, is a major threat to global tomato production. In comparison with cultivated tomato (Solanum lycopersicum), a wild relative, S. arcanum exhibits strong resistance against EB. However, molecular cascades operating during EB resistance in wild or cultivated tomato plants are largely obscure. Here, we provide novel insight into spatio-temporal molecular events in S. arcanum against A. solani. Transcriptome and co-expression analysis presented 33-WRKYs as promising candidates of which 12 SaWRKYs displayed differential expression patterns in resistant and susceptible accessions during EB disease progression. Among these, SaWRKY1 exhibited induced expression with significant modulation in xyloglucan endotrans hydrolase 5 (XTH5) and MYB2 expressions that correlated with the disease phenotypes. Electro-mobility shift assay confirmed physical interaction of recombinant SaWRKY1 to SaXTH5 and SaMYB2 promoters. Comparative WRKY1 promoter analysis between resistant and susceptible plants revealed the presence of crucial motifs for defence mechanism exclusively in resistant accession. Additionally, many defence-related genes displayed significant expression variations in both the accessions. Further, WRKY1 overexpressing transgenic plants exhibited higher levels of EB resistance while RNAi silencing lines had increased susceptibility to A. solani with altered expression of XTH5 and MYB2. Overall, these findings demonstrate the positive influence of WRKY1 in improving EB resistance in wild tomato and this could be further utilized as a potential target through genetic engineering to augment protection against A. solani in crop plants.
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Affiliation(s)
- Balkrishna A. Shinde
- Department of BotanySavitribai Phule Pune University (Formerly University of Pune)PuneIndia
- Division of Biochemical SciencesPlant Molecular Biology UnitCSIR‐National Chemical LaboratoryPuneIndia
- Department of Plant and Environmental SciencesWeizmann Institute of ScienceRehovotIsrael
| | - Bhushan B. Dholakia
- Division of Biochemical SciencesPlant Molecular Biology UnitCSIR‐National Chemical LaboratoryPuneIndia
| | - Khalid Hussain
- Department of BotanySavitribai Phule Pune University (Formerly University of Pune)PuneIndia
| | - Asaph Aharoni
- Department of Plant and Environmental SciencesWeizmann Institute of ScienceRehovotIsrael
| | - Ashok P. Giri
- Division of Biochemical SciencesPlant Molecular Biology UnitCSIR‐National Chemical LaboratoryPuneIndia
| | - Avinash C. Kamble
- Department of BotanySavitribai Phule Pune University (Formerly University of Pune)PuneIndia
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Ražná K, Khasanova N, Ivanišová E, Qahramon D, Habán M. Antioxidant properties of cumin (Bunium persicum Boiss.) extract and its protective role against abiotic stress tested by microRNA markers. POTRAVINARSTVO 2018. [DOI: 10.5219/838] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Bunium persicum Boiss. seeds have been used for medicinal and nutritional properties such as antioxidant, antihelmetic and antimicrobial activity. The aim of this study was to to tested protective role of cumin extract against abiotic stress by microRNA markers. Secondary also was to evaluate antioxidant activity as well as total polyphenol, flavonoid and phenolic acid content of cumin extract. We observed that cumin DNA itself has not been damaged by sonication teratment. This protective impact indicates that cumin antioxidant properties can efficiently quench free radicals induced by sonication. On the other side, ultrasound-mediated formation of reactive oxygen species did induce the DNA polymorphism of lettuce samples which was detected by miRNAs-based markers. The range of sonication impact was time-dependent. Markers based of miRNA-DNA sequences has proven to be an effective tool. We have confirmed statistically significant differences (p ≤0.01) in miRNAs markers ability to detect the polymorphism due to sonication treatment. The antioxidant activity was determined by a method using DPPH radical and phosphomolybdenum method, total polyphenol content with Folin - Ciocalteu reagent, total flavonoid with aluminium-chloride mehod and total phenolic acid with Arnova reagent. Results showed that cumin is rich for biologically active substances and can be used more in different kind of industry as a cheap source of these substances. Antioxidant activity with DPPH method was 1.18 mg TEAC.g-1 (TEAC - Trolox equivalent antioxidant capacity per g of sample) and by phosphomolybdenum method 45.23 mg TEAC.g-1. Total polyphenol content achieved value 4.22 mg GAE.g-1 (GAE - gallic acid equivalent per g of sample), total flavonoid content value 10.91 mg QE.g-1 (QE - quercetin equivalent per g of sample) and total phenolic acid content value 5.07 mg CAE.g-1 (CAE - caffeic acid equivalent per g of sample).
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15
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Shinde BA, Dholakia BB, Hussain K, Panda S, Meir S, Rogachev I, Aharoni A, Giri AP, Kamble AC. Dynamic metabolic reprogramming of steroidal glycol-alkaloid and phenylpropanoid biosynthesis may impart early blight resistance in wild tomato (Solanum arcanum Peralta). PLANT MOLECULAR BIOLOGY 2017; 95:411-423. [PMID: 28980117 DOI: 10.1007/s11103-017-0660-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 09/12/2017] [Indexed: 05/22/2023]
Abstract
Exploration with high throughput leaf metabolomics along with functional genomics in wild tomato unreveal potential role of steroidal glyco-alkaloids and phenylpropanoids during early blight resistance. Alternaria solani severely affects tomato (Solanum lycopersicum L.) yield causing early blight (EB) disease in tropical environment. Wild relative, Solanum arcanum Peralta could be a potential source of EB resistance; however, its underlying molecular mechanism largely remains unexplored. Hence, non-targeted metabolomics was applied on resistant and susceptible S. arcanum accessions upon A. solani inoculation to unravel metabolic dynamics during different stages of disease progression. Total 2047 potential metabolite peaks (mass signals) were detected of which 681 and 684 metabolites revealed significant modulation and clear differentiation in resistant and susceptible accessions, respectively. Majority of the EB-triggered metabolic changes were active from steroidal glycol-alkaloid (SGA), lignin and flavonoid biosynthetic pathways. Further, biochemical and gene expression analyses of key enzymes from these pathways positively correlated with phenotypic variation in the S. arcanum accessions indicating their potential role in EB. Additionally, transcription factors regulating lignin biosynthesis were also up-regulated in resistant plants and electrophoretic mobility shift assay revealed sequence-specific binding of rSaWRKY1 with MYB20 promoter. Moreover, transcript accumulation of key genes from phenylpropanoid and SGA pathways along with WRKY and MYB in WRKY1 transgenic tomato lines supported above findings. Overall, this study highlights vital roles of SGAs as phytoalexins and phenylpropanoids along with lignin accumulation unrevealing possible mechanistic basis of EB resistance in wild tomato.
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Affiliation(s)
- Balkrishna A Shinde
- Department of Botany, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India
- Division of Biochemical Sciences, Plant Molecular Biology Unit, CSIR-National Chemical Laboratory, Pune, Maharashtra, 411008, India
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Bhushan B Dholakia
- Division of Biochemical Sciences, Plant Molecular Biology Unit, CSIR-National Chemical Laboratory, Pune, Maharashtra, 411008, India
| | - Khalid Hussain
- Department of Botany, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India
| | - Sayantan Panda
- Department of Botany, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Sagit Meir
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Ilana Rogachev
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Asaph Aharoni
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Ashok P Giri
- Division of Biochemical Sciences, Plant Molecular Biology Unit, CSIR-National Chemical Laboratory, Pune, Maharashtra, 411008, India.
| | - Avinash C Kamble
- Department of Botany, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India.
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Huang Y, Yang YB, Gao XC, Ren HT, Xiong JL, Sun XH. Genome-wide identification and characterization of microRNAs and target prediction by computational approaches in common carp. GENE REPORTS 2017. [DOI: 10.1016/j.genrep.2017.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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17
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Taylor RS, Tarver JE, Foroozani A, Donoghue PCJ. MicroRNA annotation of plant genomes − Do it right or not at all. Bioessays 2017; 39. [DOI: 10.1002/bies.201600113] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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18
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Yu Y, Wu G, Yuan H, Cheng L, Zhao D, Huang W, Zhang S, Zhang L, Chen H, Zhang J, Guan F. Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses. BMC PLANT BIOLOGY 2016; 16:124. [PMID: 27234464 PMCID: PMC4884397 DOI: 10.1186/s12870-016-0808-2] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2016] [Accepted: 05/17/2016] [Indexed: 05/19/2023]
Abstract
BACKGROUND MicroRNAs (miRNAs) play a critical role in responses to biotic and abiotic stress and have been characterized in a large number of plant species. Although flax (Linum usitatissimum L.) is one of the most important fiber and oil crops worldwide, no reports have been published describing flax miRNAs (Lus-miRNAs) induced in response to saline, alkaline, and saline-alkaline stresses. RESULTS In this work, combined small RNA and degradome deep sequencing was used to analyze flax libraries constructed after alkaline-salt stress (AS2), neutral salt stress (NSS), alkaline stress (AS), and the non-stressed control (CK). From the CK, AS, AS2, and NSS libraries, a total of 118, 119, 122, and 120 known Lus-miRNAs and 233, 213, 211, and 212 novel Lus-miRNAs were isolated, respectively. After assessment of differential expression profiles, 17 known Lus-miRNAs and 36 novel Lus-miRNAs were selected and used to predict putative target genes. Gene ontology term enrichment analysis revealed target genes that were involved in responses to stimuli, including signaling and catalytic activity. Eight Lus-miRNAs were selected for analysis using qRT-PCR to confirm the accuracy and reliability of the miRNA-seq results. The qRT-PCR results showed that changes in stress-induced expression profiles of these miRNAs mirrored expression trends observed using miRNA-seq. Degradome sequencing and transcriptome profiling showed that expression of 29 miRNA-target pairs displayed inverse expression patterns under saline, alkaline, and saline-alkaline stresses. From the target prediction analysis, the miR398a-targeted gene codes for a copper/zinc superoxide dismutase, and the miR530 has been shown to explicitly target WRKY family transcription factors, which suggesting that these two micRNAs and their targets may significant involve in the saline, alkaline, and saline-alkaline stress response in flax. CONCLUSIONS Identification and characterization of flax miRNAs, their target genes, functional annotations, and gene expression patterns are reported in this work. These findings will enhance our understanding of flax miRNA regulatory mechanisms under saline, alkaline, and saline-alkaline stresses and provide a foundation for future elucidation of the specific functions of these miRNAs.
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Affiliation(s)
- Ying Yu
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Harbin, 150086, People's Republic of China
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Guangwen Wu
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Hongmei Yuan
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Harbin, 150086, People's Republic of China
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Lili Cheng
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Dongsheng Zhao
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Wengong Huang
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Shuquan Zhang
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Liguo Zhang
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China
| | - Hongyu Chen
- Division of Insect-borne Parastitic Disease Control and Prevention, Harbin Center for Disease Control and Prevention, Harbin, 150056, People's Republic of China
| | - Jian Zhang
- Alberta Innovates Technology Futures, Vegreville, Alberta, T9C 1 T4, Canada.
| | - Fengzhi Guan
- Heilongjiang Academy of Agricultural Sciences Postdoctoral Programme, Harbin, 150086, People's Republic of China.
- Institute of Industrial Crops, Heilongjiang Academy of Agricultural Sciences, Harbin, 150086, People's Republic of China.
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Ražná K, Bežo M, Hlavačková L, Žiarovská J, Miko M, Gažo J, Habán M. MicroRNA (miRNA) in food resources and medicinal plant. POTRAVINARSTVO 2016. [DOI: 10.5219/583] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Melnikova NV, Dmitriev AA, Belenikin MS, Koroban NV, Speranskaya AS, Krinitsina AA, Krasnov GS, Lakunina VA, Snezhkina AV, Sadritdinova AF, Kishlyan NV, Rozhmina TA, Klimina KM, Amosova AV, Zelenin AV, Muravenko OV, Bolsheva NL, Kudryavtseva AV. Identification, Expression Analysis, and Target Prediction of Flax Genotroph MicroRNAs Under Normal and Nutrient Stress Conditions. FRONTIERS IN PLANT SCIENCE 2016; 7:399. [PMID: 27092149 PMCID: PMC4821855 DOI: 10.3389/fpls.2016.00399] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Accepted: 03/14/2016] [Indexed: 05/19/2023]
Abstract
Cultivated flax (Linum usitatissimum L.) is an important plant valuable for industry. Some flax lines can undergo heritable phenotypic and genotypic changes (LIS-1 insertion being the most common) in response to nutrient stress and are called plastic lines. Offspring of plastic lines, which stably inherit the changes, are called genotrophs. MicroRNAs (miRNAs) are involved in a crucial regulatory mechanism of gene expression. They have previously been assumed to take part in nutrient stress response and can, therefore, participate in genotroph formation. In the present study, we performed high-throughput sequencing of small RNAs (sRNAs) extracted from flax plants grown under normal, phosphate deficient and nutrient excess conditions to identify miRNAs and evaluate their expression. Our analysis revealed expression of 96 conserved miRNAs from 21 families in flax. Moreover, 475 novel potential miRNAs were identified for the first time, and their targets were predicted. However, none of the identified miRNAs were transcribed from LIS-1. Expression of seven miRNAs (miR168, miR169, miR395, miR398, miR399, miR408, and lus-miR-N1) with up- or down-regulation under nutrient stress (on the basis of high-throughput sequencing data) was evaluated on extended sampling using qPCR. Reference gene search identified ETIF3H and ETIF3E genes as most suitable for this purpose. Down-regulation of novel potential lus-miR-N1 and up-regulation of conserved miR399 were revealed under the phosphate deficient conditions. In addition, the negative correlation of expression of lus-miR-N1 and its predicted target, ubiquitin-activating enzyme E1 gene, as well as, miR399 and its predicted target, ubiquitin-conjugating enzyme E2 gene, was observed. Thus, in our study, miRNAs expressed in flax plastic lines and genotrophs were identified and their expression and expression of their targets was evaluated using high-throughput sequencing and qPCR for the first time. These data provide new insights into nutrient stress response regulation in plastic flax cultivars.
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Affiliation(s)
- Nataliya V. Melnikova
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Alexey A. Dmitriev
- Laboratory of Structural and Functional Genomics, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Maxim S. Belenikin
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
- Department of Higher Plants, Lomonosov Moscow State UniversityMoscow, Russia
| | - Nadezhda V. Koroban
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Anna S. Speranskaya
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
- Department of Higher Plants, Lomonosov Moscow State UniversityMoscow, Russia
| | | | - George S. Krasnov
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Valentina A. Lakunina
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Anastasiya V. Snezhkina
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Asiya F. Sadritdinova
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Natalya V. Kishlyan
- Laboratory of Genetics, All-Russian Research Institute for FlaxTorzhok, Russia
| | - Tatiana A. Rozhmina
- Laboratory of Genetics, All-Russian Research Institute for FlaxTorzhok, Russia
| | - Kseniya M. Klimina
- Laboratory of Genetics of Microorganisms, Vavilov Institute of General Genetics, Russian Academy of SciencesMoscow, Russia
| | - Alexandra V. Amosova
- Laboratory of Molecular Karyology, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Alexander V. Zelenin
- Laboratory of Molecular Karyology, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Olga V. Muravenko
- Laboratory of Molecular Karyology, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Nadezhda L. Bolsheva
- Laboratory of Molecular Karyology, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
| | - Anna V. Kudryavtseva
- Laboratory of Post-Genomic Research, Engelhardt Institute of Molecular Biology, Russian Academy of SciencesMoscow, Russia
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ACC oxidase and miRNA 159a, and their involvement in fresh fruit bunch yield (FFB) via sex ratio determination in oil palm. Mol Genet Genomics 2016; 291:1243-57. [DOI: 10.1007/s00438-016-1181-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 02/06/2016] [Indexed: 10/22/2022]
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Zhang W, Xie Y, Xu L, Wang Y, Zhu X, Wang R, Zhang Y, Muleke EM, Liu L. Identification of microRNAs and Their Target Genes Explores miRNA-Mediated Regulatory Network of Cytoplasmic Male Sterility Occurrence during Anther Development in Radish (Raphanus sativus L.). FRONTIERS IN PLANT SCIENCE 2016; 7:1054. [PMID: 27499756 PMCID: PMC4956657 DOI: 10.3389/fpls.2016.01054] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2015] [Accepted: 07/05/2016] [Indexed: 05/03/2023]
Abstract
MicroRNAs (miRNAs) are a type of endogenous non-coding small RNAs that play critical roles in plant growth and developmental processes. Cytoplasmic male sterility (CMS) is typically a maternally inherited trait and widely used in plant heterosis utilization. However, the miRNA-mediated regulatory network of CMS occurrence during anther development remains largely unknown in radish. In this study, a comparative small RNAome sequencing was conducted in floral buds of CMS line 'WA' and its maintainer line 'WB' by high-throughput sequencing. A total of 162 known miRNAs belonging to 25 conserved and 24 non-conserved miRNA families were isolated and 27 potential novel miRNA families were identified for the first time in floral buds of radish. Of these miRNAs, 28 known and 14 potential novel miRNAs were differentially expressed during anther development. Several target genes for CMS occurrence-related miRNAs encode important transcription factors and functional proteins, which might be involved in multiple biological processes including auxin signaling pathways, signal transduction, miRNA target silencing, floral organ development, and organellar gene expression. Moreover, the expression patterns of several CMS occurrence-related miRNAs and their targets during three stages of anther development were validated by qRT-PCR. In addition, a potential miRNA-mediated regulatory network of CMS occurrence during anther development was firstly proposed in radish. These findings could contribute new insights into complex miRNA-mediated genetic regulatory network of CMS occurrence and advance our understanding of the roles of miRNAs during CMS occurrence and microspore formation in radish and other crops.
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Affiliation(s)
- Wei Zhang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
| | - Yang Xie
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
| | - Liang Xu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
| | - Yan Wang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
| | - Xianwen Zhu
- Department of Plant Sciences, North Dakota State UniversityFargo, ND, USA
| | - Ronghua Wang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
| | - Yang Zhang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
| | - Everlyne M. Muleke
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
| | - Liwang Liu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural UniversityNanjing, China
- *Correspondence: Liwang Liu
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23
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New insights of medicinal plant therapeutic activity-The miRNA transfer. Biomed Pharmacother 2015; 74:228-32. [PMID: 26349990 DOI: 10.1016/j.biopha.2015.08.016] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Accepted: 08/04/2015] [Indexed: 01/21/2023] Open
Abstract
MicroRNA (miRNA) has become the spotlight of the biomedical research around the world and is considered to be a major post-transcriptional gene regulator. This small, endogenous RNA (21-25 nucleotides long) plays an important role by targeting specific mRNAs in plants, animals and humans. Herbal medicine has been used for thousands of years, however little is known about its molecular mechanism of action. Since the discovery of plant miRNA in human tissue and sera after ingestion, the connection between the two kingdoms is presented under a new perspective. Forward pharmacology, such as miRNA therapeutics could be the next best step toward identifying novel therapeutic options involving medicinal plants. Besides reporting the latest findings regarding the cross-kingdom transfer of miRNA and its therapeutic application, this review can inform further investigations that could lead to a modern definition of herbal medicine.
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24
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Sun X, Xu L, Wang Y, Yu R, Zhu X, Luo X, Gong Y, Wang R, Limera C, Zhang K, Liu L. Identification of novel and salt-responsive miRNAs to explore miRNA-mediated regulatory network of salt stress response in radish (Raphanus sativus L.). BMC Genomics 2015; 16:197. [PMID: 25888374 PMCID: PMC4381364 DOI: 10.1186/s12864-015-1416-5] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 02/28/2015] [Indexed: 11/18/2022] Open
Abstract
Background Salt stress is one of the most representative abiotic stresses that severely affect plant growth and development. MicroRNAs (miRNAs) are well known for their significant involvement in plant responses to abiotic stresses. Although miRNAs implicated in salt stress response have been widely reported in numerous plant species, their regulatory roles in the adaptive response to salt stress in radish (Raphanus sativus L.), an important root vegetable crop worldwide, remain largely unknown. Results Solexa sequencing of two sRNA libraries from NaCl-free (CK) and NaCl-treated (Na200) radish roots were performed for systematical identification of salt-responsive miRNAs and their expression profiling in radish. Totally, 136 known miRNAs (representing 43 miRNA families) and 68 potential novel miRNAs (belonging to 51 miRNA families) were identified. Of these miRNAs, 49 known and 22 novel miRNAs were differentially expressed under salt stress. Target prediction and annotation indicated that these miRNAs exerted a role by regulating specific stress-responsive genes, such as squamosa promoter binding-like proteins (SPLs), auxin response factors (ARFs), nuclear transcription factor Y (NF-Y) and superoxide dismutase [Cu-Zn] (CSD1). Further functional analysis suggested that these target genes were mainly implicated in signal perception and transduction, regulation of ion homeostasis, basic metabolic processes, secondary stress responses, as well as modulation of attenuated plant growth and development under salt stress. Additionally, the expression patterns of ten miRNAs and five corresponding target genes were validated by reverse-transcription quantitative PCR (RT-qPCR). Conclusions With the sRNA sequencing, salt-responsive miRNAs and their target genes in radish were comprehensively identified. The results provide novel insight into complex miRNA-mediated regulatory network of salt stress response in radish, and facilitate further dissection of molecular mechanism underlying plant adaptive response to salt stress in root vegetable crops. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1416-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Xiaochuan Sun
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China. .,Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Nanjing, 210014, P.R. China.
| | - Liang Xu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China. .,Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Nanjing, 210014, P.R. China.
| | - Yan Wang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China.
| | - Rugang Yu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China.
| | - Xianwen Zhu
- Department of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA.
| | - Xiaobo Luo
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China. .,Jiangsu Key Laboratory for Horticultural Crop Genetic Improvement, Nanjing, 210014, P.R. China.
| | - Yiqin Gong
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China.
| | - Ronghua Wang
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China.
| | - Cecilia Limera
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China.
| | - Keyun Zhang
- College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, P.R.China.
| | - Liwang Liu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, P.R. China.
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25
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Melnikova NV, Dmitriev AA, Belenikin MS, Speranskaya AS, Krinitsina AA, Rachinskaia OA, Lakunina VA, Krasnov GS, Snezhkina AV, Sadritdinova AF, Uroshlev LA, Koroban NV, Samatadze TE, Amosova AV, Zelenin AV, Muravenko OV, Bolsheva NL, Kudryavtseva AV. Excess fertilizer responsive miRNAs revealed in Linum usitatissimum L. Biochimie 2015; 109:36-41. [DOI: 10.1016/j.biochi.2014.11.017] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2014] [Accepted: 11/26/2014] [Indexed: 10/24/2022]
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26
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Lomate PR, Mahajan NS, Kale SM, Gupta VS, Giri AP. Identification and expression profiling of Helicoverpa armigera microRNAs and their possible role in the regulation of digestive protease genes. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2014; 54:129-137. [PMID: 25263090 DOI: 10.1016/j.ibmb.2014.09.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Revised: 09/18/2014] [Accepted: 09/19/2014] [Indexed: 06/03/2023]
Abstract
The present investigation is an effort to determine the possible roles of microRNAs (miRNAs) in the regulation of protease gene expression in Helicoverpa armigera upon exposure to plant protease inhibitors (PIs). Using Illumina platform, deep sequencing of 12 small RNA libraries was performed from H. armigera larvae fed on artificial diet (AD) or recombinant Capsicum annuum PI-7 (rCanPI-7) incorporated diet, at various time intervals (0.5, 2, 6, 12, 24, and 48 h). Sequencing data were analyzed with miRDeep2 software; a total of 186 unique miRNAs were identified from all the 12 libraries, out of which 96 were conserved while 90 were novel. These miRNAs showed all the conserved characteristics of insect miRNAs. Homology analysis revealed that most of the identified miRNAs were insect-specific, and more than 50 miRNAs were Lepidoptera-specific. Several candidate miRNAs (conserved and novel) were differentially expressed in rCanPI-7 fed larvae as compared to the larvae fed on AD. H. armigera miRNAs were found to have target sites in several protease genes as well as in protease regulation related genes such as serine PI and immune reactive PI. As expected, negative correlation in the relative abundance of miRNAs and their target mRNAs was evident from qualitative real time polymerase chain reaction analysis. The investigation revealed potential roles of miRNAs in H. armigera protease gene regulation.
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Affiliation(s)
- Purushottam R Lomate
- Plant Molecular Biology Unit, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune 411008, MS, India
| | - Neha S Mahajan
- Plant Molecular Biology Unit, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune 411008, MS, India
| | - Sandip M Kale
- Plant Molecular Biology Unit, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune 411008, MS, India
| | - Vidya S Gupta
- Plant Molecular Biology Unit, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune 411008, MS, India
| | - Ashok P Giri
- Plant Molecular Biology Unit, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune 411008, MS, India.
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27
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Characterization of rubber tree microRNA in phytohormone response using large genomic DNA libraries, promoter sequence and gene expression analysis. Mol Genet Genomics 2014; 289:921-33. [PMID: 24859131 DOI: 10.1007/s00438-014-0862-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Accepted: 05/05/2014] [Indexed: 10/25/2022]
Abstract
The para rubber tree is the most widely cultivated tree species for producing natural rubber (NR) latex. Unfortunately, rubber tree characteristics such as a long life cycle, heterozygous genetic backgrounds, and poorly understood genetic profiles are the obstacles to breeding new rubber tree varieties, such as those with improved NR yields. Recent evidence has revealed the potential importance of controlling microRNA (miRNA) decay in some aspects of NR regulation. To gain a better understanding of miRNAs and their relationship with rubber tree gene regulation networks, large genomic DNA insert-containing libraries were generated to complement the incomplete draft genome sequence and applied as a new powerful tool to predict a function of interested genes. Bacterial artificial chromosome and fosmid libraries, containing a total of 120,576 clones with an average insert size of 43.35 kb, provided approximately 2.42 haploid genome equivalents of coverage based on the estimated 2.15 gb rubber tree genome. Based on these library sequences, the precursors of 1 member of rubber tree-specific miRNAs and 12 members of conserved miRNAs were successfully identified. A panel of miRNAs was characterized for phytohormone response by precisely identifying phytohormone-responsive motifs in their promoter sequences. Furthermore, the quantitative real-time PCR on ethylene stimulation of rubber trees was performed to demonstrate that the miR2118, miR159, miR164 and miR166 are responsive to ethylene, thus confirmed the prediction by genomic DNA analysis. The cis-regulatory elements identified in the promoter regions of these miRNA genes help augment our understanding of miRNA gene regulation and provide a foundation for further investigation of the regulation of rubber tree miRNAs.
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28
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Geng M, Li H, Jin C, Liu Q, Chen C, Song W, Wang C. Genome-wide identification and characterization of miRNAs in the hypocotyl and cotyledon of cauliflower (Brassica oleracea L. var. botrytis) seedlings. PLANTA 2014; 239:341-356. [PMID: 24170336 DOI: 10.1007/s00425-013-1986-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2013] [Accepted: 10/15/2013] [Indexed: 06/02/2023]
Abstract
MicroRNAs (miRNAs) are a class of small endogenous, non-coding RNAs that have key regulatory functions in plant growth, development, and other biological processes. Hypocotyl and cotyledon are the two major tissues of cauliflower (Brassica oleracea L. var. botrytis) seedlings. Tissue culture experiments have indicated that the regenerative abilities of these two tissues are significantly different. However, the characterization of miRNAs and their roles in regulating organ development in cauliflower remain unexplored. In the present study, two small RNA libraries were sequenced by Solexa sequencing technology. 99 known miRNAs belonging to 28 miRNA families were identified, in which 6 miRNA families were detected only in Brassicaceae. A total of 162 new miRNA sequences with single nucleotide substitutions corresponding to the known miRNAs, and 32 potentially novel miRNAs were also first discovered. Comparative analysis indicated that 42 of 99 known miRNAs and 17 of 32 novel miRNAs exhibited significantly differential expression between hypocotyl and cotyledon, and the differential expression of several miRNAs was further validated by stem-loop RT-PCR. In addition, 235 targets for 89 known miRNAs and 198 targets for 24 novel miRNAs were predicted, and their functions were further discussed. The expression patterns of several representative targets were also confirmed by qRT-PCR analysis. The results identified that the transcriptional expression patterns of miRNAs were negatively correlated with their targets. These findings gave new insights into the characteristics of miRNAs in cauliflower, and provided important clues to elucidate the roles of miRNAs in the tissue differentiation and development of cauliflower.
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Affiliation(s)
- Meijuan Geng
- College of Life Sciences, Nankai University, Tianjin, 300071, China
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29
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Niu Q, Qian M, Liu G, Yang F, Teng Y. A genome-wide identification and characterization of mircoRNAs and their targets in 'Suli' pear (Pyrus pyrifolia white pear group). PLANTA 2013; 238:1095-1112. [PMID: 24013795 DOI: 10.1007/s00425-013-1954-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2013] [Accepted: 08/27/2013] [Indexed: 06/02/2023]
Abstract
MicroRNAs (miRNAs) are a class of small non-coding RNA molecules that are endogenous regulators of gene expression. miRNAs play a crucial role in cells via degradation of target mRNAs or by inhibition of target protein translation. In the present study, 186 new potentially conserved pear miRNAs belonging to 37 families were identified. The length of mature miRNAs ranged from 19 to 24 nt, and most of the miRNAs (154 out of 186) were 21 nt in length. The length of pre-miRNAs in pear was also found to vary from 62 to 282 nt with an average of 105 ± 43 nt. The potential miRNAs belonged to 29 clusters involving 20 different miRNA families. Using these potential miRNAs, we further scoured of the pear genome and found 326 potential target genes, which included transcription factors, stress responsive genes, and the genes involved in transmembrane transport and signal transduction. Gene ontology analysis of these potential targets suggested that 47 biological processes were potentially regulated by miRNAs, including oxidation-reduction, stress response, transport, etc. KEGG pathway analysis showed that the identified miRNAs were found in 15 metabolism networks which were related to starch and sucrose metabolism, and ascorbate and aldarate metabolism, among others. Our study will help in the further understanding of the essential role of miRNAs in growth and development and stress response of pear.
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Affiliation(s)
- Qingfeng Niu
- Department of Horticulture, The State Agricultural Ministry Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Hangzhou, 310058, China
| | - Minjie Qian
- Department of Horticulture, The State Agricultural Ministry Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Hangzhou, 310058, China
| | - Guoqin Liu
- Department of Horticulture, The State Agricultural Ministry Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Hangzhou, 310058, China
- College of Agriculture, Guizhou University, Guiyang, 550025, China
| | - Fengxia Yang
- Department of Horticulture, The State Agricultural Ministry Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Hangzhou, 310058, China
| | - Yuanwen Teng
- Department of Horticulture, The State Agricultural Ministry Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Hangzhou, 310058, China.
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30
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Rock CD. Trans-acting small interfering RNA4: key to nutraceutical synthesis in grape development? TRENDS IN PLANT SCIENCE 2013; 18:601-10. [PMID: 23993483 PMCID: PMC3818397 DOI: 10.1016/j.tplants.2013.07.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Revised: 07/12/2013] [Accepted: 07/31/2013] [Indexed: 05/19/2023]
Abstract
The facility and versatility of microRNAs (miRNAs) to evolve and change likely underlies how they have become dominant constituents of eukaryotic genomes. In this opinion article I propose that trans-acting small interfering RNA gene 4 (TAS4) evolution may be important for biosynthesis of polyphenolics, arbuscular symbiosis, and bacterial pathogen etiologies. Expression-based and phylogenetic evidence shows that TAS4 targets two novel grape (Vitis vinifera L.) MYB transcription factors (VvMYBA6, VvMYBA7) that spawn phased small interfering RNAs (siRNAs) which probably function in nutraceutical bioflavonoid biosynthesis and fruit development. Characterization of the molecular mechanisms of TAS4 control of plant development and integration into biotic and abiotic stress- and nutrient-signaling regulatory networks has applicability to molecular breeding and the development of strategies for engineering healthier foods.
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Affiliation(s)
- Christopher D Rock
- Department of Biological Sciences, Texas Tech University (TTU), Lubbock, TX 79409-3131, USA.
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