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Samynathan R, Venkidasamy B, Shanmugam A, Ramalingam S, Thiruvengadam M. Functional role of microRNA in the regulation of biotic and abiotic stress in agronomic plants. Front Genet 2023; 14:1272446. [PMID: 37886688 PMCID: PMC10597799 DOI: 10.3389/fgene.2023.1272446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 09/25/2023] [Indexed: 10/28/2023] Open
Abstract
The increasing demand for food is the result of an increasing population. It is crucial to enhance crop yield for sustainable production. Recently, microRNAs (miRNAs) have gained importance because of their involvement in crop productivity by regulating gene transcription in numerous biological processes, such as growth, development and abiotic and biotic stresses. miRNAs are small, non-coding RNA involved in numerous other biological functions in a plant that range from genomic integrity, metabolism, growth, and development to environmental stress response, which collectively influence the agronomic traits of the crop species. Additionally, miRNA families associated with various agronomic properties are conserved across diverse plant species. The miRNA adaptive responses enhance the plants to survive environmental stresses, such as drought, salinity, cold, and heat conditions, as well as biotic stresses, such as pathogens and insect pests. Thus, understanding the detailed mechanism of the potential response of miRNAs during stress response is necessary to promote the agronomic traits of crops. In this review, we updated the details of the functional aspects of miRNAs as potential regulators of various stress-related responses in agronomic plants.
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Affiliation(s)
- Ramkumar Samynathan
- Department of Oral and Maxillofacial Surgery, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India
| | - Baskar Venkidasamy
- Department of Oral and Maxillofacial Surgery, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India
| | - Ashokraj Shanmugam
- Plant Physiology and Biotechnology Division, UPASI Tea Research Foundation, Coimbatore, Tamil Nadu, India
| | - Sathishkumar Ramalingam
- Plant Genetic Engineering Lab, Department of Biotechnology, Bharathiar University, Coimbatore, Tamil Nadu, India
| | - Muthu Thiruvengadam
- Department of Crop Science, College of Sanghuh Life Science, Konkuk University, Seoul, Republic of Korea
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Potato Stu-miR398b-3p Negatively Regulates Cu/Zn-SOD Response to Drought Tolerance. Int J Mol Sci 2023; 24:ijms24032525. [PMID: 36768844 PMCID: PMC9916884 DOI: 10.3390/ijms24032525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 12/24/2022] [Accepted: 01/10/2023] [Indexed: 02/03/2023] Open
Abstract
One of the main impacts of drought stress on plants is an excessive buildup of reactive oxygen species (ROS). A large number of ·OH, highly toxic to cells, will be produced if too much ROS is not quickly cleared. At the heart of antioxidant enzymes is superoxide dismutase (SOD), which is the first antioxidant enzyme to function in the active oxygen scavenging system. To shield cells from oxidative injury, SOD dismutation superoxide anion free radicals generate hydrogen peroxide and molecule oxygen. Cu/Zn SOD is a kind of SOD antioxidant enzyme that is mostly found in higher plants' cytoplasm and chloroplasts. Other studies have demonstrated the significance of the miR398s family of miRNAs in the response of plants to environmental stress. The cleavage location of potato stu-miR398b-3p on Cu/Zn SOD mRNA was verified using RLM-5'RACE. Using the potato variety 'Desiree', the stu-miR398b-3p overexpression mutant was created, and transgenic lines were raised. SOD activity in transgenic lines was discovered to be decreased during drought stress, although other antioxidant enzyme activities were mostly unaltered. Transgenic plants will wilt more quickly than wild-type plants without irrigation. Additionally, this demonstrates that the response of Cu/Zn SOD to drought stress is adversely regulated by potato stu-miR398b-3p.
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Gelaw TA, Sanan-Mishra N. Non-Coding RNAs in Response to Drought Stress. Int J Mol Sci 2021; 22:12519. [PMID: 34830399 PMCID: PMC8621352 DOI: 10.3390/ijms222212519] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 02/06/2023] Open
Abstract
Drought stress causes changes in the morphological, physiological, biochemical and molecular characteristics of plants. The response to drought in different plants may vary from avoidance, tolerance and escape to recovery from stress. This response is genetically programmed and regulated in a very complex yet synchronized manner. The crucial genetic regulations mediated by non-coding RNAs (ncRNAs) have emerged as game-changers in modulating the plant responses to drought and other abiotic stresses. The ncRNAs interact with their targets to form potentially subtle regulatory networks that control multiple genes to determine the overall response of plants. Many long and small drought-responsive ncRNAs have been identified and characterized in different plant varieties. The miRNA-based research is better documented, while lncRNA and transposon-derived RNAs are relatively new, and their cellular role is beginning to be understood. In this review, we have compiled the information on the categorization of non-coding RNAs based on their biogenesis and function. We also discuss the available literature on the role of long and small non-coding RNAs in mitigating drought stress in plants.
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Affiliation(s)
- Temesgen Assefa Gelaw
- Plant RNAi Biology Group, International Centre for Genetic Engineering and Biotechnology, New Delhi 110067, India;
- Department of Biotechnology, College of Natural and Computational Science, Debre Birhan University, Debre Birhan P.O. Box 445, Ethiopia
| | - Neeti Sanan-Mishra
- Plant RNAi Biology Group, International Centre for Genetic Engineering and Biotechnology, New Delhi 110067, India;
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Expression Patterns and Regulation of Non-Coding RNAs during Synthesis of Cellulose in Eucalyptus grandis Hill. FORESTS 2021. [DOI: 10.3390/f12111565] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cellulose, an essential structural component in the plant cell wall and a renewable biomass resource, plays a significant role in nature. Eucalyptus’s excellent timber tree species (including Eucalyptus grandis Hill) provide many raw materials for the paper and wood industries. The synthesis of cellulose is a very complex process involving multiple genes and regulated by various biological networks. However, research on regulating associated genes and non-coding RNAs during cellulose synthesis in E. grandis remains lacking. In this study, the wood anatomical characteristics and chemical indexes of E. grandis were analyzed by taking three different parts (diameter at breast height (DBH), middle and upper part of the trunk) from the main stem of E. grandis as raw materials. The role of non-coding RNAs (Long non-coding RNA, lncRNA; Micro RNA, miRNA; Circle RNA, circRNA) on regulating candidate genes was presented, and the network map of ceRNA (Competing endogenous RNA) regulation during wood cellulose biosynthesis of E. grandis was constructed. The transcriptome sequencing of nine samples obtained from the trunk of the immature xylem in E. grandis at DBH, middle and upper parts had a 95.81 G clean reading, 57,480 transcripts, 7365 lncRNAs, and 5180 circRNAs. Each sample had 172–306 known miRNAs and 1644–3508 new miRNAs. A total of 190 DE-lncRNAs (Differentially expressed long non-coding RNAs), 174 DE-miRNAs (Differentially expressed micro RNAs), and 270 DE-circRNAs (Differentially expressed circle RNAs) were obtained by comparing transcript expression levels. Four lncRNAs and nine miRNAs were screened out, and the ceRNA regulatory network was constructed. LncRNA1 and lncRNA4 regulated the genes responsible for cellulose synthesis in E. grandis, which were overexpressed in 84K (Populus Alba × Populus glandulosa) poplar. The cellulose and lignin content in lncRNA4-oe were significantly higher than wild type 84K poplar and lncRNA1-oe. The average plant height, middle and basal part of the stem diameter in lncRNA4-oe were significantly higher than the wild type. However, there was no significant difference between the growth of lncRNA1-oe and the wild type. Further studies are warranted to explore the molecular regulatory mechanism of cellulose biosynthesis in Eucalyptus species.
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Salgado FF, Vieira LR, Silva VNB, Leão AP, Grynberg P, do Carmo Costa MM, Togawa RC, de Sousa CAF, Júnior MTS. Expression analysis of miRNAs and their putative target genes confirm a preponderant role of transcription factors in the early response of oil palm plants to salinity stress. BMC PLANT BIOLOGY 2021; 21:518. [PMID: 34749653 PMCID: PMC8573918 DOI: 10.1186/s12870-021-03296-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 10/26/2021] [Indexed: 05/04/2023]
Abstract
BACKGROUND Several mechanisms regulating gene expression contribute to restore and reestablish cellular homeostasis so that plants can adapt and survive in adverse situations. MicroRNAs (miRNAs) play roles important in the transcriptional and post-transcriptional regulation of gene expression, emerging as a regulatory molecule key in the responses to plant stress, such as cold, heat, drought, and salt. This work is a comprehensive and large-scale miRNA analysis performed to characterize the miRNA population present in oil palm (Elaeis guineensis Jacq.) exposed to a high level of salt stress, to identify miRNA-putative target genes in the oil palm genome, and to perform an in silico comparison of the expression profile of the miRNAs and their putative target genes. RESULTS A group of 79 miRNAs was found in oil palm, been 52 known miRNAs and 27 new ones. The known miRNAs found belonged to 28 families. Those miRNAs led to 229 distinct miRNA-putative target genes identified in the genome of oil palm. miRNAs and putative target genes differentially expressed under salinity stress were then selected for functional annotation analysis. The regulation of transcription, DNA-templated, and the oxidation-reduction process were the biological processes with the highest number of hits to the putative target genes, while protein binding and DNA binding were the molecular functions with the highest number of hits. Finally, the nucleus was the cellular component with the highest number of hits. The functional annotation of the putative target genes differentially expressed under salinity stress showed several ones coding for transcription factors which have already proven able to result in tolerance to salinity stress by overexpression or knockout in other plant species. CONCLUSIONS Our findings provide new insights into the early response of young oil palm plants to salinity stress and confirm an expected preponderant role of transcription factors - such as NF-YA3, HOX32, and GRF1 - in this response. Besides, it points out potential salt-responsive miRNAs and miRNA-putative target genes that one can utilize to develop oil palm plants tolerant to salinity stress.
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Affiliation(s)
| | - Letícia Rios Vieira
- PGBV - Universidade Federal de Lavras - UFLA, CEP 37200-000, Lavras, MG, Brazil
| | | | | | - Priscila Grynberg
- Embrapa Recursos Genéticos e Biotecnologia, CEP 70770-917, Brasília, DF, Brazil
| | | | | | | | - Manoel Teixeira Souza Júnior
- PGBV - Universidade Federal de Lavras - UFLA, CEP 37200-000, Lavras, MG, Brazil.
- Embrapa Agroenergia, CEP 70770-901, Brasília, DF, Brazil.
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Hou G, Dong Y, Zhu F, Zhao Q, Li T, Dou D, Ma X, Wu L, Ku L, Chen Y. MicroRNA transcriptomic analysis of the sixth leaf of maize (Zea mays L.) revealed a regulatory mechanism of jointing stage heterosis. BMC PLANT BIOLOGY 2020; 20:541. [PMID: 33256592 PMCID: PMC7708177 DOI: 10.1186/s12870-020-02751-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Accepted: 11/22/2020] [Indexed: 05/27/2023]
Abstract
BACKGROUND Zhengdan 958 (Zheng 58 × Chang 7-2), a commercial hybrid that is produced in a large area in China, is the result of the successful use of the heterotic pattern of Reid × Tang-SPT. The jointing stage of maize is the key period from vegetative to reproductive growth, which determines development at later stages and heterosis to a certain degree. MicroRNAs (miRNAs) play vital roles in the regulation of plant development, but how they function in the sixth leaf at the six-leaf (V6) stage to influence jointing stage heterosis is still unclear. RESULT Our objective was to study miRNAs in four hybrid combinations developed in accordance with the Reid × Tang-SPT pattern, Zhengdan 958, Anyu 5 (Ye 478 × Chang 7-2), Ye 478 × Huangzaosi, Zheng 58 × Huangzaosi, and their parental inbred lines to explore the mechanism related to heterosis. A total of 234 miRNAs were identified in the sixth leaf at the V6 stage, and 85 miRNAs were differentially expressed between the hybrid combinations and their parental inbred lines. Most of the differentially expressed miRNAs were non-additively expressed, which indicates that miRNAs may participate in heterosis at the jointing stage. miR164, miR1432 and miR528 families were repressed in the four hybrid combinations, and some miRNAs, such as miR156, miR399, and miR395 families, exhibited different expression trends in different hybrid combinations, which may result in varying effects on the heterosis regulatory mechanism. CONCLUSIONS The potential targets of the identified miRNAs are related to photosynthesis, the response to plant hormones, and nutrient use. Different hybrid combinations employ different mature miRNAs of the same miRNA family and exhibit different expression trends that may result in enhanced or repressed gene expression to regulate heterosis. Taken together, our results reveal a miRNA-mediated network that plays a key role in jointing stage heterosis via posttranscriptional regulation.
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Affiliation(s)
- Gege Hou
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Yahui Dong
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Fangfang Zhu
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Qiannan Zhao
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Tianyi Li
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Dandan Dou
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Xingli Ma
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Liancheng Wu
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Lixia Ku
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China
| | - Yanhui Chen
- College of Agronomy, State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, #15 Longzi Lake University District, Zhengdong New District, Zhengzhou, 450046, Henan, People's Republic of China.
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Rao S, Balyan S, Jha S, Mathur S. Novel insights into expansion and functional diversification of MIR169 family in tomato. PLANTA 2020; 251:55. [PMID: 31974682 DOI: 10.1007/s00425-020-03346-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 01/13/2020] [Indexed: 05/23/2023]
Abstract
MAIN CONCLUSION Expansion of MIR169 members by duplication and new mature forms, acquisition of new promoters, differential precursor-miRNA processivity and engaging novel targets increase the functional diversification of MIR169 in tomato. MIR169 family is an evolutionarily conserved miRNA family in plants. A systematic in-depth analysis of MIR169 family in tomato is lacking. We report 18 miR169 precursors, annotating new loci for MIR169a, b and d, as well as 3 novel mature isoforms (MIR169f/g/h). The family has expanded by both tandem- and segmental-duplication events during evolution. A tandem-pair MIR169b/b-1 and MIR169b-2/h is polycistronic in nature coding for three MIR169b isoforms and a new variant miR169h, that is evidently absent in the wild relatives S. pennellii and S. pimpinellifolium. Seven novel miR169 targets including RNA-binding protein, protein-phosphatase, aminotransferase, chaperone, tetratricopeptide-repeat-protein, and transcription factors ARF-9B and SEPELLATA-3 were established by efficient target cleavage in the presence of specific precursors as well as increased target abundance upon miR169 chelation by short-tandem-target-mimic construct in transient assays. Comparative antagonistic expression profiles of MIR169:target pairs suggest MIR169 family as ubiquitous regulator of various abiotic stresses (heat, cold, dehydration and salt) and developmental pathways. This regulation is partly brought about by acquisition of new promoters as demonstrated by promoter MIR169:GUS reporter assays as well as differential processivity of different precursors and miRNA cleavage efficiencies. Thus, the current study augments the functional horizon of MIR169 family with applications for stress tolerance in crops.
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Affiliation(s)
- Sombir Rao
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, PO Box No. 10531, New Delhi, 110 067, India
| | - Sonia Balyan
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, PO Box No. 10531, New Delhi, 110 067, India
| | - Sarita Jha
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, PO Box No. 10531, New Delhi, 110 067, India
| | - Saloni Mathur
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, PO Box No. 10531, New Delhi, 110 067, India.
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Galdino JH, Eguiluz M, Guzman F, Margis R. Novel and Conserved miRNAs Among Brazilian Pine and Other Gymnosperms. Front Genet 2019; 10:222. [PMID: 30984236 PMCID: PMC6448024 DOI: 10.3389/fgene.2019.00222] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 02/28/2019] [Indexed: 01/01/2023] Open
Abstract
The knowledge about plant miRNAs has increased exponentially, with thousands of miRNAs been reported in different plant taxa using high throughput sequencing technologies and bioinformatic tools. Nevertheless, several groups of plants remain unexplored, and the gap of knowledge about conifer miRNAs is considerable. There is no sequence or functional information available on miRNAs in Araucariaceae. This group is represented in Brazil by only one species, Araucaria angustifolia, an endangered species known as Brazilian pine. In the present study, Brazilian pine has its transcriptome explored with respect to small RNAs, representing the first description in a member of the Araucariaceae family. The screening for conserved miRNAs in Brazilian pine revealed 115 sequences of 30 miRNA families. A total of 106 precursors sequences were predicted. Forty one comprised conserved miRNAs from 16 families, whereas 65 were annotated as novel miRNAs. The comparison of Brazilian pine precursors with sRNA libraries of other five conifer species indicates that 9 out 65 novel miRNAs are conserved among gymnosperms, while 56 seems to be specific for Brazilian pine or restricted to Araucariaceae family. Analysis comparing novel Brazilian pine miRNAs precursors and Araucaria cunninghamii RNA-seq data identified seven orthologs between both species. Mature miRNA identified by bioinformatics predictions were validated using stem-loop RT-qPCR assays. The expression pattern of conserved and novel miRNAs was analyzed in five different tissues of 3-month-old Araucaria seedlings. The present study provides insights about the nature and composition of miRNAs in an Araucariaceae species, with valuable information on miRNAs diversity and conservation in this taxon.
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Affiliation(s)
- José Henrique Galdino
- Programa de Pós-graduação e Genética e Biologia Molecular, Departamento de Genética, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Maria Eguiluz
- Programa de Pós-graduação e Genética e Biologia Molecular, Departamento de Genética, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Frank Guzman
- Programa de Pós-graduação em Biologia Celular e Molecular, Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Rogerio Margis
- Programa de Pós-graduação e Genética e Biologia Molecular, Departamento de Genética, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
- Programa de Pós-graduação em Biologia Celular e Molecular, Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
- Departamento de Biofísica, Instituto de Biociências, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
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Su Y, Xiao X, Ling H, Huang N, Liu F, Su W, Zhang Y, Xu L, Muhammad K, Que Y. A dynamic degradome landscape on miRNAs and their predicted targets in sugarcane caused by Sporisorium scitamineum stress. BMC Genomics 2019; 20:57. [PMID: 30658590 PMCID: PMC6339412 DOI: 10.1186/s12864-018-5400-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2018] [Accepted: 12/20/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Sugarcane smut is a fungal disease caused by Sporisorium scitamineum. Cultivation of smut-resistant sugarcane varieties is the most effective way to control this disease. The interaction between sugarcane and S. scitamineum is a complex network system. However, to date, there is no report on the identification of microRNA (miRNA) target genes of sugarcane in response to smut pathogen infection by degradome technology. RESULTS TaqMan qRT-PCR detection and enzyme activity determination showed that S. scitamineum rapidly proliferated and incurred significant enzyme activity changes in the reactive oxygen species metabolic pathway and phenylpropanoid metabolic pathway at 2 d and 5 d after inoculation, which was the best time points to study target gene degradation during sugarcane and S. scitamineum interaction. A total of 122.33 Mb of raw data was obtained from degradome sequencing analysis of YC05-179 (smut-resistant) and ROC22 (smut-susceptible) after inoculation. The Q30 of each sample was > 93%, and the sequence used for degradation site analysis exactly matched the sugarcane reference sequence. A total of 309 target genes were predicted in sugarcane, corresponding to 97 known miRNAs and 112 novel miRNAs, and 337 degradation sites, suggesting that miRNAs can efficiently direct cleavage at multiple sites in the predicted target mRNAs. Gene Ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that the predicted target genes were involved in various regulatory processes, such as signal transduction mechanisms, inorganic ion transport and metabolism, defense mechanisms, translation, posttranslational modifications, energy production and conversion, and glycerolipid metabolism. qRT-PCR analysis of the expression level of 13 predicted target genes and their corresponding miRNAs revealed that there was no obvious negative regulatory relationship between miRNAs and their target genes. In addition, a number of putative resistance-related target genes regulated by miRNA-mediated cleavage were accumulated in sugarcane during S. scitamineum infection, suggesting that feedback regulation of miRNAs may be involved in the response of sugarcane to S. scitamineum infection. CONCLUSIONS This study elucidates the underlying response of sugarcane to S. scitamineum infection, and also provides a resource for miRNAs and their predicted target genes for smut resistance improvement in sugarcane.
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Affiliation(s)
- Yachun Su
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
- Key Laboratory of Ministry of Education for Genetics, Breeding and Multiple Utilization of Crops, College of Crop Science, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Xinhuan Xiao
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Hui Ling
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Ning Huang
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Feng Liu
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Weihua Su
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Yuye Zhang
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Liping Xu
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Khushi Muhammad
- Department of Genetics, Hazara University, Mansehra, 21300 Pakistan
| | - Youxiong Que
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
- Key Laboratory of Ministry of Education for Genetics, Breeding and Multiple Utilization of Crops, College of Crop Science, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
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MicroRNA expression profiles during cotton (Gossypium hirsutum L) fiber early development. Sci Rep 2017; 7:44454. [PMID: 28327647 PMCID: PMC5361117 DOI: 10.1038/srep44454] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Accepted: 02/08/2017] [Indexed: 12/24/2022] Open
Abstract
The role of microRNAs (miRNAs) during cotton fiber development remains unclear. Here, a total of 54 miRNAs belonging to 39 families were selected to characterize miRNA regulatory mechanism in eight different fiber development stages in upland cotton cv BM-1. Among 54 miRNAs, 18 miRNAs were involved in cotton fiber initiation and eight miRNAs were related to fiber elongation and secondary wall biosynthesis. Additionally, 3,576 protein-coding genes were candidate target genes of these miRNAs, which are potentially involved in cotton fiber development. We also investigated the regulatory network of miRNAs and corresponding targets in fiber initiation and elongation, and secondary wall formation. Our Gene Ontology-based term classification and KEGG-based pathway enrichment analyses showed that the miRNA targets covered 220 biological processes, 67 molecular functions, 45 cellular components, and 10 KEGG pathways. Three of ten KEGG pathways were involved in lignan synthesis, cell elongation, and fatty acid biosynthesis, all of which have important roles in fiber development. Overall, our study shows the potential regulatory roles of miRNAs in cotton fiber development and the importance of miRNAs in regulating different cell types. This is helpful to design miRNA-based biotechnology for improving fiber quality and yield.
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Djami-Tchatchou AT, Sanan-Mishra N, Ntushelo K, Dubery IA. Functional Roles of microRNAs in Agronomically Important Plants-Potential as Targets for Crop Improvement and Protection. FRONTIERS IN PLANT SCIENCE 2017; 8:378. [PMID: 28382044 PMCID: PMC5360763 DOI: 10.3389/fpls.2017.00378] [Citation(s) in RCA: 115] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 03/06/2017] [Indexed: 05/18/2023]
Abstract
MicroRNAs (miRNAs) are a class of small non-coding RNAs that have recently emerged as important regulators of gene expression, mainly through cleavage and/or translation inhibition of the target mRNAs during or after transcription. miRNAs play important roles by regulating a multitude of biological processes in plants which include maintenance of genome integrity, development, metabolism, and adaptive responses toward environmental stresses. The increasing population of the world and their food demands requires focused efforts for the improvement of crop plants to ensure sustainable food production. Manipulation of mRNA transcript abundance via miRNA control provides a unique strategy for modulating differential plant gene expression and miRNAs are thus emerging as the next generation targets for genetic engineering for improvement of the agronomic properties of crops. However, a deeper understanding of its potential and the mechanisms involved will facilitate the design of suitable strategies to obtain the desirable traits with minimum trade-offs in the modified crops. In this regard, this review highlights the diverse roles of conserved and newly identified miRNAs in various food and industrial crops and recent advances made in the uses of miRNAs to improve plants of agronomically importance so as to significantly enhance crop yields and increase tolerance to various environmental stress agents of biotic-or abiotic origin.
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Affiliation(s)
- Arnaud T. Djami-Tchatchou
- Department of Agriculture and Animal Health, University of South Africa (Florida Campus)Pretoria, South Africa
| | - Neeti Sanan-Mishra
- Plant RNAi Biology Group, International Centre for Genetic Engineering and BiotechnologyNew Delhi, India
| | - Khayalethu Ntushelo
- Department of Agriculture and Animal Health, University of South Africa (Florida Campus)Pretoria, South Africa
| | - Ian A. Dubery
- Department of Biochemistry, University of Johannesburg (Auckland Park Kingsway Campus)Johannesburg, South Africa
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12
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Gomes F, Watanabe L, Nozawa S, Oliveira L, Cardoso J, Vianez J, Nunes M, Schneider H, Sampaio I. Identification and characterization of the expression profile of the microRNAs in the Amazon species Colossoma macropomum by next generation sequencing. Genomics 2017; 109:67-74. [PMID: 28192178 DOI: 10.1016/j.ygeno.2017.02.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2016] [Revised: 02/06/2017] [Accepted: 02/08/2017] [Indexed: 01/20/2023]
Abstract
Colossoma macropomum is a resistant species native of Amazonas and Orinoco river basins. It is regarded as the second largest finfish of Solimões and Amazon rivers, representing a major fishery resource in Amazonas and an important species in tropical aquaculture. MicroRNAs are non-coding endogenous riboregulators of nearly 22 nucleotides that play a key role in post-transcriptional gene regulation of several organisms. We analyzed samples of liver and skin from specimens of C. macropomum using next generation sequencing. The dataset was evaluated using computational programs to check the quality of sequences, identification of miRNAs, as well as to evaluate the expression levels of these microRNAs and interaction of target genes. We identified 279 conserved miRNAs, being 257 from liver and 272 from skin, with several miRNAs shared between tissues, with divergence in the number of reads. The strands miR-5p and miR-3p were observed in 72 miRNAs, some of them presenting a higher number of 3p reads. The functional annotation of the most expressed miRNAs resulted in 27 pathways for the liver and skin mainly related to the "biological processes" domain. Based on the identified pathways, we visualized a large gene network, suggesting the regulation of selected miRNA over this interactive dataset. We were able to identify and characterize the expression levels of miRNAs in two tissues of great activity in C. macropomum, which stands out as the beginning of several studies that can be carried out to elucidate the influence of miRNAs in this species and their applicability as biotechnological tools.
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Affiliation(s)
- Fátima Gomes
- Institute of Coastal Studies, Laboratory of Genetics and Molecular Biology, Federal University of Pará, Campus of Bragança, 68600-000 Bragança, PA, Brazil.
| | - Luciana Watanabe
- Institute of Coastal Studies, Laboratory of Genetics and Molecular Biology, Federal University of Pará, Campus of Bragança, 68600-000 Bragança, PA, Brazil.
| | - Sérgio Nozawa
- Dow AgroSciences, Av Antonio Diederichsen, 400, - Ribeirão Preto, SP 14020-250, Brazil.
| | - Layanna Oliveira
- Center for Technological Innovation, Evandro Chagas Institute, Ministry of Health, 67030-000 Ananindeua, PA, Brazil.
| | - Jedson Cardoso
- Center for Technological Innovation, Evandro Chagas Institute, Ministry of Health, 67030-000 Ananindeua, PA, Brazil; Postgraduate Program in Virology (PPGV), Evandro Chagas Institute, Ministry of Health, Ananindeua, PA 67030-000, Brazil.
| | - João Vianez
- Center for Technological Innovation, Evandro Chagas Institute, Ministry of Health, 67030-000 Ananindeua, PA, Brazil.
| | - Márcio Nunes
- Center for Technological Innovation, Evandro Chagas Institute, Ministry of Health, 67030-000 Ananindeua, PA, Brazil.
| | - Horacio Schneider
- Institute of Coastal Studies, Laboratory of Genetics and Molecular Biology, Federal University of Pará, Campus of Bragança, 68600-000 Bragança, PA, Brazil.
| | - Iracilda Sampaio
- Institute of Coastal Studies, Laboratory of Genetics and Molecular Biology, Federal University of Pará, Campus of Bragança, 68600-000 Bragança, PA, Brazil.
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Luo W, Liang X, Huang S, Cao X. Molecular cloning, expression analysis and miRNA prediction of vascular endothelial growth factor A (VEGFAa and VEGFAb) in pond loach Misgurnus anguillicaudatus, an air-breathing fish. Comp Biochem Physiol B Biochem Mol Biol 2016; 202:39-47. [PMID: 27513203 DOI: 10.1016/j.cbpb.2016.07.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Revised: 07/21/2016] [Accepted: 07/30/2016] [Indexed: 01/07/2023]
Abstract
Vascular endothelial growth factor A (VEGFA) is the most studied and the best characterized member of the VEGF family and is a key regulator of angiogenesis via its ability to affect the proliferation, migration, and differentiation of endothelial cells. In this study, the full-length cDNAs encoding VEGFAa and VEGFAb from pond loach, Misgurnus anguillicaudatus, were isolated. The VEGFAa is constituted by an open reading frame (ORF) of 570bp encoding for a peptide of 189 amino acid residues, a 639bp 5'-untranslated region (UTR) and a 2383bp 3' UTR. The VEGFAb is constituted by an ORF of 687bp encoding for a peptide of 228 amino acid residues, a 560bp 5' UTR and a 1268bp 3' UTR. Phylogenetic analysis indicated that the VEGFAa and VEGFAb of pond loach were conserved in vertebrates. Expression levels of VEGFAa and VEGFAb were detected by RT-qPCR at different development stages of pond loach and in different tissues of 6-month-old, 12-month-old and 24-month-old pond loach. Moreover, eight predicted miRNAs (miR-200, miR-29, miR-218, miR-338, miR-103, miR-15, miR-17 and miR-223) targeting VEGFAa and VEGFAb were validated by an intestinal air-breathing inhibition experiment. This study will be of value for further studies into the function of VEGFA and its corresponding miRNAs, which will shed a light on the vascularization and accessory air-breathing process in pond loach.
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Affiliation(s)
- Weiwei Luo
- College of Fisheries, Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education/Key Lab of Freshwater Animal Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 437000, Hubei, People's Republic of China
| | - Xiao Liang
- College of Fisheries, Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education/Key Lab of Freshwater Animal Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 437000, Hubei, People's Republic of China
| | - Songqian Huang
- College of Fisheries, Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education/Key Lab of Freshwater Animal Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 437000, Hubei, People's Republic of China
| | - Xiaojuan Cao
- College of Fisheries, Key Lab of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education/Key Lab of Freshwater Animal Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 437000, Hubei, People's Republic of China; Freshwater Aquaculture Collaborative Innovation Center of Hubei Province, Hubei, People's Republic of China; Hubei Provincial Engineering Laboratory for Pond Aquaculture, Hubei, People's Republic of China.
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14
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Li D, Liu Z, Gao L, Wang L, Gao M, Jiao Z, Qiao H, Yang J, Chen M, Yao L, Liu R, Kan Y. Genome-Wide Identification and Characterization of microRNAs in Developing Grains of Zea mays L. PLoS One 2016; 11:e0153168. [PMID: 27082634 PMCID: PMC4833412 DOI: 10.1371/journal.pone.0153168] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 03/24/2016] [Indexed: 11/23/2022] Open
Abstract
The development and maturation of maize kernel involves meticulous and fine gene regulation at transcriptional and post-transcriptional levels, and miRNAs play important roles during this process. Although a number of miRNAs have been identified in maize seed, the ones involved in the early development of grains and in different lines of maize have not been well studied. Here, we profiled four small RNA libraries, each constructed from groups of immature grains of Zea mays inbred line Chang 7–2 collected 4–6, 7–9, 12–14, and 18–23 days after pollination (DAP). A total of 40 known (containing 111 unique miRNAs) and 162 novel (containing 196 unique miRNA candidates) miRNA families were identified. For conserved and novel miRNAs with over 100 total reads, 44% had higher accumulation before the 9th DAP, especially miR166 family members. 42% of miRNAs had highest accumulation during 12–14 DAP (which is the transition stage from embryogenesis to nutrient storage). Only 14% of miRNAs had higher expression 18–23 DAP. Prediction of potential targets of all miRNAs showed that 165 miRNA families had 377 target genes. For miR164 and miR166, we showed that the transcriptional levels of their target genes were significantly decreased when co-expressed with their cognate miRNA precursors in vivo. Further analysis shows miR159, miR164, miR166, miR171, miR390, miR399, and miR529 families have putative roles in the embryogenesis of maize grain development by participating in transcriptional regulation and morphogenesis, while miR167 and miR528 families participate in metabolism process and stress response during nutrient storage. Our study is the first to present an integrated dynamic expression pattern of miRNAs during maize kernel formation and maturation.
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Affiliation(s)
- Dandan Li
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Zongcai Liu
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Lei Gao
- Department of Botany and Plant Sciences, University of California, Riverside, California, United States of America
| | - Lifang Wang
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Meijuan Gao
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Zhujin Jiao
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Huili Qiao
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Jianwei Yang
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Min Chen
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Lunguang Yao
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
| | - Renyi Liu
- Department of Botany and Plant Sciences, University of California, Riverside, California, United States of America
- * E-mail: (RYL); (YCK)
| | - Yunchao Kan
- China-UK-NYNU-RRes Joint Libratory of insect biology, Nanyang Normal University, Nanyang, Henan, China
- * E-mail: (RYL); (YCK)
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15
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Agarwal S, Nagpure NS, Srivastava P, Kushwaha B, Kumar R, Pandey M, Srivastava S. In silico genome wide mining of conserved and novel miRNAs in the brain and pineal gland of Danio rerio using small RNA sequencing data. GENOMICS DATA 2016; 7:46-53. [PMID: 26981358 PMCID: PMC4778606 DOI: 10.1016/j.gdata.2015.11.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 11/02/2015] [Accepted: 11/18/2015] [Indexed: 11/28/2022]
Abstract
MicroRNAs (miRNAs) are small, non-coding RNA molecules that bind to the mRNA of the target genes and regulate the expression of the gene at the post-transcriptional level. Zebrafish is an economically important freshwater fish species globally considered as a good predictive model for studying human diseases and development. The present study focused on uncovering known as well as novel miRNAs, target prediction of the novel miRNAs and the differential expression of the known miRNA using the small RNA sequencing data of the brain and pineal gland (dark and light treatments) obtained from NCBI SRA. A total of 165, 151 and 145 known zebrafish miRNAs were found in the brain, pineal gland (dark treatment) and pineal gland (light treatment), respectively. Chromosomes 4 and 5 of zebrafish reference assembly GRCz10 were found to contain maximum number of miR genes. The miR-181a and miR-182 were found to be highly expressed in terms of number of reads in the brain and pineal gland, respectively. Other ncRNAs, such as tRNA, rRNA and snoRNA, were curated against Rfam. Using GRCz10 as reference, the subsequent bioinformatic analyses identified 25, 19 and 9 novel miRNAs from the brain, pineal gland (dark treatment) and pineal gland (light treatment), respectively. Targets of the novel miRNAs were identified, based on sequence complementarity between miRNAs and mRNA, by searching for antisense hits in the 3'-UTR of reference RNA sequences of the zebrafish. The discovery of novel miRNAs and their targets in the zebrafish genome can be a valuable scientific resource for further functional studies not only in zebrafish but also in other economically important fishes.
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Affiliation(s)
- Suyash Agarwal
- Division of Molecular Biology and Biotechnology, ICAR-National Bureau of Fish Genetic Resources, Lucknow 226 002, Uttar Pradesh, India
| | - Naresh Sahebrao Nagpure
- Division of Molecular Biology and Biotechnology, ICAR-National Bureau of Fish Genetic Resources, Lucknow 226 002, Uttar Pradesh, India
| | - Prachi Srivastava
- AMITY Institute of Biotechnology, AMITY University Uttar Pradesh, Lucknow Campus, Lucknow 226 028, India
| | - Basdeo Kushwaha
- Division of Molecular Biology and Biotechnology, ICAR-National Bureau of Fish Genetic Resources, Lucknow 226 002, Uttar Pradesh, India
| | - Ravindra Kumar
- Division of Molecular Biology and Biotechnology, ICAR-National Bureau of Fish Genetic Resources, Lucknow 226 002, Uttar Pradesh, India
| | - Manmohan Pandey
- Division of Molecular Biology and Biotechnology, ICAR-National Bureau of Fish Genetic Resources, Lucknow 226 002, Uttar Pradesh, India
| | - Shreya Srivastava
- Division of Molecular Biology and Biotechnology, ICAR-National Bureau of Fish Genetic Resources, Lucknow 226 002, Uttar Pradesh, India
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16
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Quan M, Wang Q, Phangthavong S, Yang X, Song Y, Du Q, Zhang D. Association Studies in Populus tomentosa Reveal the Genetic Interactions of Pto-MIR156c and Its Targets in Wood Formation. FRONTIERS IN PLANT SCIENCE 2016; 7:1159. [PMID: 27536313 PMCID: PMC4971429 DOI: 10.3389/fpls.2016.01159] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Accepted: 07/19/2016] [Indexed: 05/21/2023]
Abstract
MicroRNAs (miRNAs) regulate gene expression in many biological processes, but the significance of the interaction between a miRNA and its targets in perennial trees remains largely unknown. Here, we employed transcript profiling and association studies in Populus tomentosa (Pto) to decipher the effect of genetic variation and interactions between Pto-miR156c and its potential targets (Pto-SPL15, Pto-SPL20, and Pto-SPL25) in 435 unrelated individuals from a natural population of P. tomentosa. Single-SNP (single-nucleotide polymorphism) based association studies with analysis of the underlying additive and dominant effects identified 69 significant associations (P < 0.01), representing 51 common SNPs (minor allele frequency > 0.05) from Pto-MIR156c and its three potential targets, with six wood and growth traits, revealing their common roles in wood formation. Epistasis analysis uncovered 129 significant SNP-SNP associations with ten traits, indicating the potential genetic interactions of Pto-MIR156c and its three putative targets. Interestingly, expression analysis in stem (phloem, cambium, and xylem) revealed that Pto-miR156c expression showed strong negative correlations with Pto-SPL20 (r = -0.90, P < 0.01) and Pto-SPL25 (r = -0.65, P < 0.01), and a positive correlation with Pto-SPL15 (r = 0.40, P < 0.01), which also indicated the putative interactions of Pto-miR156c and its potential targets and their common roles in wood formation. Thus, our study provided an alternative approach to decipher the interaction between miRNAs and their targets and to dissect the genetic architecture of complex traits in trees.
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Affiliation(s)
- Mingyang Quan
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
| | - Qingshi Wang
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
| | - Souksamone Phangthavong
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
| | - Xiaohui Yang
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
| | - Yuepeng Song
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
| | - Qingzhang Du
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
| | - Deqiang Zhang
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry UniversityBeijing, China
- *Correspondence: Deqiang Zhang
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17
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Aung B, Gruber MY, Hannoufa A. The MicroRNA156 system: A tool in plant biotechnology. BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY 2015. [DOI: 10.1016/j.bcab.2015.08.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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18
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Ma X, Xin Z, Wang Z, Yang Q, Guo S, Guo X, Cao L, Lin T. Identification and comparative analysis of differentially expressed miRNAs in leaves of two wheat (Triticum aestivum L.) genotypes during dehydration stress. BMC PLANT BIOLOGY 2015; 15:21. [PMID: 25623724 PMCID: PMC4312605 DOI: 10.1186/s12870-015-0413-9] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Accepted: 12/29/2014] [Indexed: 05/18/2023]
Abstract
BACKGROUND MicroRNAs (miRNAs) play critical roles in the processes of plant growth and development, but little is known of their functions during dehydration stress in wheat. Moreover, the mechanisms by which miRNAs confer different levels of dehydration stress tolerance in different wheat genotypes are unclear. RESULTS We examined miRNA expressions in two different wheat genotypes, Hanxuan10, which is drought-tolerant, and Zhengyin1, which is drought-susceptible. Using a deep-sequencing method, we identified 367 differentially expressed miRNAs (including 46 conserved miRNAs and 321 novel miRNAs) and compared their expression levels in the two genotypes. Among them, 233 miRNAs were upregulated and 10 were downregulated in both wheat genotypes after dehydration stress. Interestingly, 13 miRNAs exhibited opposite patterns of expression in the two wheat genotypes, downregulation in the drought-tolerant cultivar and upregulation in the drought-susceptible cultivar. We also identified 111 miRNAs that were expressed predominantly in only one or the other genotype after dehydration stress. We verified the expression patterns of a number of representative miRNAs using qPCR analysis and northern blot, which produced results consistent with those of the deep-sequencing method. Moreover, monitoring the expression levels of 10 target genes by qPCR analysis revealed negative correlations with the levels of their corresponding miRNAs. CONCLUSIONS These results indicate that differentially expressed patterns of miRNAs between these two genotypes may play important roles in dehydration stress tolerance in wheat and may be a key factor in determining the levels of stress tolerance in different wheat genotypes.
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Affiliation(s)
- Xingli Ma
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
| | - Zeyu Xin
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
| | - Zhiqiang Wang
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
| | - Qinghua Yang
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
| | - Shulei Guo
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
| | - Xiaoyang Guo
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
| | - Liru Cao
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
| | - Tongbao Lin
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China.
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China.
- National Key Laboratory of Wheat and Maize Crop Science, Zhengzhou, 450002, China.
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19
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Investigating the molecular genetic basis of heterosis for internode expansion in maize by microRNA transcriptomic deep sequencing. Funct Integr Genomics 2014; 15:261-70. [PMID: 25394807 DOI: 10.1007/s10142-014-0411-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2013] [Revised: 10/30/2014] [Accepted: 11/03/2014] [Indexed: 01/17/2023]
Abstract
Heterosis has been used widely in the breeding of maize and other crops and plays an important role in increasing yield, improving quality, and enhancing stress resistance, but its molecular mechanism is far from clear. To determine whether microRNA (miRNA)-dependent gene regulation is responsible for heterosis of elongating internodes below the ear and ear height in maize, a deep-sequencing strategy was applied to the elite hybrid Xundan20, which is currently cultivated widely in China, and its two parents. RNA was extracted from the eighth internode because it shows clear internode length heterosis. A total of 99 conserved maize miRNAs were detected in both the hybrid and parental lines. Most of these miRNAs were expressed nonadditively in the hybrid compared with its parental lines. These results indicated that miRNAs might participate in heterosis during internode expansion in maize and exert an influence on ear and plant height via the repression of their target genes. In total, eight novel miRNAs belonging to four miRNA families were predicted in the expanding internode. Global repression of miRNAs in the hybrid, which might result in enhanced gene expression, might be one reason why the hybrid shows longer internodes and taller seedlings compared with its parental lines.
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20
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Kong X, Zhang M, Xu X, Li X, Li C, Ding Z. System analysis of microRNAs in the development and aluminium stress responses of the maize root system. PLANT BIOTECHNOLOGY JOURNAL 2014; 12:1108-21. [PMID: 24985700 DOI: 10.1111/pbi.12218] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2014] [Revised: 05/21/2014] [Accepted: 05/23/2014] [Indexed: 05/04/2023]
Abstract
MicroRNAs (miRNAs) are a class of regulatory small RNAs (sRNAs) that down-regulate target genes through mRNA cleavage or translational inhibition. miRNA is known to play an important role in the root development and environmental responses in both the Arabidopsis and rice. However, little information is available to form a complete view of miRNAs in the development of the maize root system and Al stress responses in maize. Four sRNA libraries were generated and sequenced from the early developmental stage of primary roots (PRY), the later developmental stage of maize primary roots (PRO), seminal roots (SR) and crown roots (CR). Through integrative analysis, we identified 278 miRNAs (246 conserved and 32 novel ones) and found that the expression patterns of miRNAs differed dramatically in different maize roots. The potential targets of the identified conserved and novel miRNAs were also predicted. In addition, our data showed that CR is more resistant to Al stress compared with PR and SR, and the differentially expressed miRNAs are likely to play significant roles in different roots in response to environmental stress such as Al stress. Here, we demonstrate that the expression patterns of miRNAs are highly diversified in different maize roots. The differentially expressed miRNAs are correlated with both the development and environmental responses in the maize root. This study not only improves our knowledge about the roles of miRNAs in maize root development but also reveals the potential role of miRNAs in the environmental responses of different maize roots.
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Affiliation(s)
- Xiangpei Kong
- The Key Laboratory of Plant Cell Engineering and Germplasm Innovation, College of Life Sciences, Shandong University, Jinan, China
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21
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Wang B, Sun YF, Song N, Wei JP, Wang XJ, Feng H, Yin ZY, Kang ZS. MicroRNAs involving in cold, wounding and salt stresses in Triticum aestivum L. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2014; 80:90-6. [PMID: 24735552 DOI: 10.1016/j.plaphy.2014.03.020] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Accepted: 03/22/2014] [Indexed: 05/08/2023]
Abstract
MicroRNAs (miRNAs) play critical roles in post-transcriptional regulation and act as important endogenous regulators to various stresses. Cold, wounding and high-salinity are three common environmental stress stimuli influencing crops growth and development. In this study, we identified 31 known miRNAs and 3 novel miRNAs in wheat. Moreover, 19 stress-regulated miRNAs using RT-qPCR data in which the effects of three stresses were surveyed from the known miRNAs. Among them, 16, 12 and 8 miRNAs were regulated under cold, wounding and high-salinity treatments, respectively. Of which 4 miRNAs were highly responsive to cold stress in wheat by northern blot, and 6 wounding-regulated and 3 high-salinity-regulated miRNAs were detected. Meanwhile, miR159, miR393 and miR398 were responsive to multiple stress stimuli. Besides, 2 novel miRNAs were regulated by cold stress. While, the analyses of targets suggested miR159, miR398 and miR6001 could responses to stress conditions in regulation pathways. Taken together, the results of this study suggest that wheat miRNAs may play important roles in response to abiotic stress.
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Affiliation(s)
- Bing Wang
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China
| | - Yan-Fei Sun
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China
| | - Na Song
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China
| | - Jin-Ping Wei
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China
| | - Xiao-Jie Wang
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China
| | - Hao Feng
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China
| | - Zhi-Yuan Yin
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China
| | - Zhen-Sheng Kang
- College of Plant Protection and State Key Laboratory of Crop Stress Biology on Drought Regions, Northwest A&F University, No. 3 Taicheng Road, Yangling, Shaanxi 712100, China.
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An F, Liang Y, Li J, Chen X, Han H, Li F. Construction and significance analysis of the MicroRNA expression profile of Hemerocallis fulva at low temperature. Biosci Biotechnol Biochem 2014; 78:378-83. [DOI: 10.1080/09168451.2014.878214] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Abstract
MicroRNA (miRNA) identification was performed in Hemerocallis fulva by high-throughput sequencing in combination with bioinformatics prediction. A total of 14,843,184 and 16,072,575 RNA sequences were explored under normal and low temperature conditions, respectively. There was a significant difference in RNAs species and quantity between the two samples. Of all the miRNAs, 26 were significantly upregulated and 30 were significantly downregulated, while nine were either significantly upregulated or downregulated under low-temperature stress. Twenty-one highly expressed miRNA families were screened in at least six species. The number of miRNA families was very similar between monocotyledons and dicotyledons, and only a few were more frequently found in monocotyledons.
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Affiliation(s)
- Fengxia An
- College of Life Science, Northeast Agricultural University, Harbin, China
- Institute of Natural Resources, Heilongjiang Academy of Sciences, Harbin, China
| | - Yan Liang
- College of Life Sciences and Forestry, Qiqihar University, Qiqihar, China
| | - Jingfu Li
- College of Horticulture, Northeast Agricultural University, Harbin, China
| | - Xiuling Chen
- College of Horticulture, Northeast Agricultural University, Harbin, China
| | - Hui Han
- Institute of Natural Resources, Heilongjiang Academy of Sciences, Harbin, China
| | - Fuheng Li
- College of Life Science, Northeast Agricultural University, Harbin, China
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Liu H, Qin C, Chen Z, Zuo T, Yang X, Zhou H, Xu M, Cao S, Shen Y, Lin H, He X, Zhang Y, Li L, Ding H, Lübberstedt T, Zhang Z, Pan G. Identification of miRNAs and their target genes in developing maize ears by combined small RNA and degradome sequencing. BMC Genomics 2014; 15:25. [PMID: 24422852 PMCID: PMC3901417 DOI: 10.1186/1471-2164-15-25] [Citation(s) in RCA: 81] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Accepted: 12/26/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In plants, microRNAs (miRNAs) are endogenous ~22 nt RNAs that play important regulatory roles in many aspects of plant biology, including metabolism, hormone response, epigenetic control of transposable elements, and stress response. Extensive studies of miRNAs have been performed in model plants such as rice and Arabidopsis thaliana. In maize, most miRNAs and their target genes were analyzed and identified by clearly different treatments, such as response to low nitrate, salt and drought stress. However, little is known about miRNAs involved in maize ear development. The objective of this study is to identify conserved and novel miRNAs and their target genes by combined small RNA and degradome sequencing at four inflorescence developmental stages. RESULTS We used deep-sequencing, miRNA microarray assays and computational methods to identify, profile, and describe conserved and non-conserved miRNAs at four ear developmental stages, which resulted in identification of 22 conserved and 21-maize-specific miRNA families together with their corresponding miRNA*. Comparison of miRNA expression in these developmental stages revealed 18 differentially expressed miRNA families. Finally, a total of 141 genes (251 transcripts) targeted by 102 small RNAs including 98 miRNAs and 4 ta-siRNAs were identified by genomic-scale high-throughput sequencing of miRNA cleaved mRNAs. Moreover, the differentially expressed miRNAs-mediated pathways that regulate the development of ears were discussed. CONCLUSIONS This study confirmed 22 conserved miRNA families and discovered 26 novel miRNAs in maize. Moreover, we identified 141 target genes of known and new miRNAs and ta-siRNAs. Of these, 72 genes (117 transcripts) targeted by 62 differentially expressed miRNAs may attribute to the development of maize ears. Identification and characterization of these important classes of regulatory genes in maize may improve our understanding of molecular mechanisms controlling ear development.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Zhiming Zhang
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China.
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Yi F, Xie S, Liu Y, Qi X, Yu J. Genome-wide characterization of microRNA in foxtail millet (Setaria italica). BMC PLANT BIOLOGY 2013; 13:212. [PMID: 24330712 PMCID: PMC3878754 DOI: 10.1186/1471-2229-13-212] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2013] [Accepted: 11/27/2013] [Indexed: 05/23/2023]
Abstract
BACKGROUND MicroRNAs (miRNAs) are a class of short non-coding, endogenous RNAs that play key roles in many biological processes in both animals and plants. Although many miRNAs have been identified in a large number of organisms, the miRNAs in foxtail millet (Setaria italica) have, until now, been poorly understood. RESULTS In this study, two replicate small RNA libraries from foxtail millet shoots were sequenced, and 40 million reads representing over 10 million unique sequences were generated. We identified 43 known miRNAs, 172 novel miRNAs and 2 mirtron precursor candidates in foxtail millet. Some miRNA*s of the known and novel miRNAs were detected as well. Further, eight novel miRNAs were validated by stem-loop RT-PCR. Potential targets of the foxtail millet miRNAs were predicted based on our strict criteria. Of the predicted target genes, 79% (351) had functional annotations in InterPro and GO analyses, indicating the targets of the miRNAs were involved in a wide range of regulatory functions and some specific biological processes. A total of 69 pairs of syntenic miRNA precursors that were conserved between foxtail millet and sorghum were found. Additionally, stem-loop RT-PCR was conducted to confirm the tissue-specific expression of some miRNAs in the four tissues identified by deep-sequencing. CONCLUSIONS We predicted, for the first time, 215 miRNAs and 447 miRNA targets in foxtail millet at a genome-wide level. The precursors, expression levels, miRNA* sequences, target functions, conservation, and evolution of miRNAs we identified were investigated. Some of the novel foxtail millet miRNAs and miRNA targets were validated experimentally.
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Affiliation(s)
- Fei Yi
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Shaojun Xie
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Yuwei Liu
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Xin Qi
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Jingjuan Yu
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing 100193, China
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25
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Chen X, Gao W, Zhang J, Zhang X, Lin Z. Linkage mapping and expression analysis of miRNAs and their target genes during fiber development in cotton. BMC Genomics 2013; 14:706. [PMID: 24131852 PMCID: PMC4007520 DOI: 10.1186/1471-2164-14-706] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2013] [Accepted: 10/08/2013] [Indexed: 02/21/2023] Open
Abstract
Background MicroRNAs (miRNAs) are small, endogenously expressed, non-coding RNA molecules involved in gene transcription and expression that combine with specific mRNA site of target genes to inhibit protein synthesis or degrade mRNA. Since the first plant miRNA was reported in 2002, numerous new miRNAs and their targets have been discovered via high-throughput sequencing and computational approaches. However, the genetic variation of miRNA genes is poorly understood due to the lack of miRNA-specific DNA markers. Results To study the genetic variation and map miRNAs and their putative target genes in cotton, we designed specific primers based on pre-miRNAs and published putative target genes. A total of 83 pre-miRNA primers and 1,255 putative target gene primers were surveyed, and 9 pre-miRNA polymorphic loci were mapped on 7 of the 26 tetraploid cotton chromosomes. Furthermore, 156 polymorphic loci of the target genes were mapped on the cotton genome. To map more miRNA loci, miRNA-based SRAP (sequence-related amplified polymorphism) markers were used to map an additional 54 polymorphic loci on the cotton genome with the exception of Chr01, Chr22, and Chr24. Finally, a network between miRNAs and their targets was constructed. All pre-miRNAs and 98 putative target genes were selected for RT-PCR analysis, revealing unique expression patterns across different fiber development stages between the mapping parents. Conclusions Our data provide an overview of miRNAs, their putative targets, and their network in cotton as well as comparative expression analyses between Gossypium hirsutum and G. barbadense. These data provide a foundation for understanding miRNA regulation during cotton fiber development.
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Affiliation(s)
| | | | | | | | - Zhongxu Lin
- National Key Laboratory of Crop Genetic Improvement & National Centre of Plant Gene Research (Wuhan), Huazhong Agricultural University, 430070 Wuhan, Hubei, China.
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26
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Orsini M, Carcangiu S, Cuccuru G, Uva P, Tramontano A. The PARIGA server for real time filtering and analysis of reciprocal BLAST results. PLoS One 2013; 8:e62224. [PMID: 23667459 PMCID: PMC3646873 DOI: 10.1371/journal.pone.0062224] [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: 12/25/2012] [Accepted: 03/19/2013] [Indexed: 12/03/2022] Open
Abstract
BLAST-based similarity searches are commonly used in several applications involving both nucleotide and protein sequences. These applications span from simple tasks such as mapping sequences over a database to more complex procedures as clustering or annotation processes. When the amount of analysed data increases, manual inspection of BLAST results become a tedious procedure. Tools for parsing or filtering BLAST results for different purposes are then required. We describe here PARIGA (http://resources.bioinformatica.crs4.it/pariga/), a server that enables users to perform all-against-all BLAST searches on two sets of sequences selected by the user. Moreover, since it stores the two BLAST output in a python-serialized-objects database, results can be filtered according to several parameters in real-time fashion, without re-running the process and avoiding additional programming efforts. Results can be interrogated by the user using logical operations, for example to retrieve cases where two queries match same targets, or when sequences from the two datasets are reciprocal best hits, or when a query matches a target in multiple regions. The Pariga web server is designed to be a helpful tool for managing the results of sequence similarity searches. The design and implementation of the server renders all operations very fast and easy to use.
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Affiliation(s)
- Massimiliano Orsini
- CRS4 Bioinformatics Laboratory, Science and Technology Park Polaris, Pula, Italy.
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Characterization of microRNAs expression during maize seed development. BMC Genomics 2012; 13:360. [PMID: 22853295 PMCID: PMC3468377 DOI: 10.1186/1471-2164-13-360] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2012] [Accepted: 07/09/2012] [Indexed: 12/21/2022] Open
Abstract
Background MicroRNAs (miRNAs) are approximately 20-22 nt non-coding RNAs that play key roles in many biological processes in both animals and plants. Although a number of miRNAs were identified in maize, the function of miRNA in seed development was merely discussed. Results In this study, two small RNA libraries were sequenced, and a total reads of 9,705,761 and 9,005,563 were generated from developing seeds and growing leaves, respectively. Further analysis identified 125 known miRNAs in seeds and 127 known miRNAs in leaves. 54 novel miRNAs were identified and they were not reported in other plants. Additionally, some miRNA*s of these novel miRNAs were detected. Potential targets of all novel miRNAs were predicted based on our strict criteria. In addition to deep-sequencing, miRNA microarray study confirmed the higher expression of several miRNAs in seeds. In summary, our results indicated the distinct expression of miRNAs during seed development. Conclusions We had identified 125 and 127 known miRNAs from seeds and leaves in maize, and a total of 54 novel miRNAs were discovered. The different miRNA expression profile in developing seeds were revealed by both sequencing and microarray studies.
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The novel 172 sheep (Ovis aries) microRNAs and their targets. Mol Biol Rep 2012; 39:6259-66. [PMID: 22302387 DOI: 10.1007/s11033-012-1446-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2011] [Accepted: 01/23/2012] [Indexed: 10/14/2022]
Abstract
MicroRNAs (miRNAs) are small, non-coding and regulatory RNAs about ≈22 nucleotides in length. The comparative genomics approach due to their conserved nature is a good source for the novel miRNAs discovery. In this study, total 172 novel miRNAs from 140 precursor sequences belonging to 114 families were identified in sheep (Ovis aries), the most important livestock animal. All the miRNA families (oar-mir-95, 129, 130, 186, 214, 219, 223, 324, 339, 423, 450, 499, 544, 562, 568, 584, 669, 671, 763, 935, 1281, 1282, 1306, 1552, 1584, 1587, 1603, 1607, 1706, 1711, 1718, 1732, 1738, 1761, 1771, 1777, 1778, 1780, 1807, 1843, 1895, 1930, 2127, 2139, 2182, 2284, 2287, 2295, 2296, 2310, 2311, 2314, 2315, 2316, 2320, 2359, 2378, 2381, 2382, 2395, 2400, 2404, 2410, 2412, 2423, 2426, 2435, 2470, 2477, 2482, 2487, 2881, 2883, 2885, 2888, 2889, 2896, 2901, 2904, 2917, 2964, 3063, 3064, 3074, 3080, 3432, 3529, 3533, 3613, 3649, 3654, 3658, 3661, 3662, 3940, 3960, 4273, 4426, 4447, 4459, 4468, 4493, 4507, 4647, 4680, 4785, 4788, 4800, 5102, 5105, 5109, 5115, 5125 and 5132) are found for the first time in Sheep. All 140 miRNA precursors form stable minimum free energy stem loop and the mature miRNAs reside in the stem portion of the stem loop structure. Their putative targets are involved in transcription factors (26%), signaling (19%), metabolism (18%), transportation (10%), immunity (9%), cancer and tumor related (5%), growth and development (5%), stress related (4%), and structural proteins (3%).
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Ding D, Wang Y, Han M, Fu Z, Li W, Liu Z, Hu Y, Tang J. MicroRNA transcriptomic analysis of heterosis during maize seed germination. PLoS One 2012; 7:e39578. [PMID: 22761829 PMCID: PMC3384671 DOI: 10.1371/journal.pone.0039578] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2011] [Accepted: 05/23/2012] [Indexed: 12/13/2022] Open
Abstract
Heterosis has been utilized widely in the breeding of maize and other crops, and plays an important role in increasing yield, improving quality and enhancing stresses resistance, but the molecular mechanism responsible for heterosis is far from clear. To illustrate whether miRNA-dependent gene regulation is responsible for heterosis during maize germination, a deep-sequencing technique was applied to germinating embryos of a maize hybrid, Yuyu22, which is cultivated widely in China and its parental inbred lines, Yu87-1 and Zong3. The target genes of several miRNAs showing significant expression in the hybrid and parental lines were predicted and tested using real-time PCR. A total of 107 conserved maize miRNAs were co-detected in the hybrid and parental lines. Most of these miRNAs were expressed non-additively in the hybrid compared to its parental lines. These results indicated that miRNAs might participate in heterosis during maize germination and exert an influence via the decay of their target genes. Novel miRNAs were predicted follow a rigorous criterion and only the miRNAs detected in all three samples were treated as a novel maize miRNA. In total, 34 miRNAs belonged to 20 miRNA families were predicted in germinating maize seeds. Global repression of miRNAs in the hybrid, which might result in enhanced gene expression, might be one reason why the hybrid showed higher embryo germination vigor compared to its parental lines.
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Affiliation(s)
- Dong Ding
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Yinju Wang
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Mingshui Han
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Zhiyuan Fu
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Weihua Li
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Zonghua Liu
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Yanmin Hu
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
| | - Jihua Tang
- College of Agronomy, Henan Agricultural University, Zhengzhou, China
- * E-mail:
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Barozai MYK. The MicroRNAs and their targets in the channel catfish (Ictalurus punctatus). Mol Biol Rep 2012; 39:8867-72. [PMID: 22729904 DOI: 10.1007/s11033-012-1753-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Accepted: 06/07/2012] [Indexed: 10/28/2022]
Abstract
MicroRNAs (miRNAs) are small, non-coding and negative regulatory RNAs about 22 nucleotides. They are mostly conserved among the organisms and this conservation makes them a good source for the identification of novel miRNAs by computational genomic homology. The miRNA repertoire of the major aquaculture species, channel catfish (Ictalurus punctatus), is unknown. This study is focused on computational search for novel miRNA homologs and their targets along with their characterization in channel catfish. Total 60 novel precursor miRNAs having 73 mature sequences belong to 45 families in channel catfish were identified and characterized. They belong to the miRNA families; ipu-let-7, miR-7, 10, 16, 24, 29, 32, 93, 99, 101, 105, 126, 127, 133, 135, 141, 142, 143, 144 145, 148, 150, 152, 153, 203, 210, 214, 221, 223, 293, 429, 430, 466, 682, 731, 737, 1388, 1594, 1642, 1701, 1782, 1814, 2145, 2182 and 3074 are reported for the first time in channel catfish. All the 73 mature miRNAs are observed in the stem portion of the stable minimum free energy stem-loop structures. Total 341 proteins targeted by the novel channel catfish miRNAs were also identified. They are involved in immune-related (32 %), signaling (15 %), transcription factors (15 %), metabolism (12 %), transportation (8 %), growth & development (5 %), structural (5 %) and others (8 %) proteins.
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Zhang Z, Lin H, Shen Y, Gao J, Xiang K, Liu L, Ding H, Yuan G, Lan H, Zhou S, Zhao M, Gao S, Rong T, Pan G. Cloning and characterization of miRNAs from maize seedling roots under low phosphorus stress. Mol Biol Rep 2012; 39:8137-46. [PMID: 22562381 PMCID: PMC3383953 DOI: 10.1007/s11033-012-1661-5] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2011] [Accepted: 04/16/2012] [Indexed: 01/22/2023]
Abstract
MicroRNAs (miRNAs) are a class of small, non-coding regulatory RNAs that regulate gene expression by guiding target mRNA cleavage or translational inhibition in plants and animals. In this study, a small RNA library was constructed to identify conserved miRNAs as well as novel miRNAs in maize seedling roots under low level phosphorus stress. Twelve miRNAs were identified by high throughput sequencing of the library and subsequent analysis, two belong to conserved miRNA families (miRNA399b and miRNA156), and the remaining ten are novel and one of latter is conserved in gramineous species. Based on sequence homology, we predicted 125 potential target genes of these miRNAs and then expression patterns of 7 miRNAs were validated by semi-RT-PCR analysis. MiRNA399b, Zma-miR3, and their target genes (Zmpt1 and Zmpt2) were analyzed by real-time PCR. It is shown that both miRNA399b and Zma-miR3 are induced by low phosphorus stress and regulated by their target genes (Zmpt1 and Zmpt2). Moreover, Zma-miR3, regulated by two maize inorganic phosphate transporters as a newly identified miRNAs, would likely be directly involved in phosphate homeostasis, so was miRNA399b in Arabidopsis and rice. These results indicate that both conserved and maize-specific miRNAs play important roles in stress responses and other physiological processes correlated with phosphate starvation, regulated by their target genes. Identification of these differentially expressed miRNAs will facilitate us to uncover the molecular mechanisms underlying the progression of maize seedling roots development under low level phosphorus stress.
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Affiliation(s)
- Zhiming Zhang
- Key Laboratory of Biology and Genetic Improvement of Maize in Southwest China, Ministry of Agriculture, Maize Research Institute, Sichuan Agricultural University, Chengdu Campus, 211 Huimin Road, Wenjiang 611130, Sichuan, China
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Characterization and evolution of microRNA genes derived from repetitive elements and duplication events in plants. PLoS One 2012; 7:e34092. [PMID: 22523544 PMCID: PMC3327684 DOI: 10.1371/journal.pone.0034092] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2011] [Accepted: 02/24/2012] [Indexed: 11/19/2022] Open
Abstract
MicroRNAs (miRNAs) are a major class of small non-coding RNAs that act as negative regulators at the post-transcriptional level in animals and plants. In this study, all known miRNAs in four plant species (Arabidopsis thaliana, Populus trichocarpa, Oryza sativa and Sorghum bicolor) have been analyzed, using a combination of computational and comparative genomic approaches, to systematically identify and characterize the miRNAs that were derived from repetitive elements and duplication events. The study provides a complete mapping, at the genome scale, of all the miRNAs found on repetitive elements in the four test plant species. Significant differences between repetitive element-related miRNAs and non-repeat-derived miRNAs were observed for many characteristics, including their location in protein-coding and intergenic regions in genomes, their conservation in plant species, sequence length of their hairpin precursors, base composition of their hairpin precursors and the minimum free energy of their hairpin structures. Further analysis showed that a considerable number of miRNA families in the four test plant species arose from either tandem duplication events, segmental duplication events or a combination of the two. However, comparative analysis suggested that the contribution made by these two duplication events differed greatly between the perennial tree species tested and the other three annual species. The expansion of miRNA families in A. thaliana, O. sativa and S. bicolor are more likely to occur as a result of tandem duplication events than from segmental duplications. In contrast, genomic segmental duplications contributed significantly more to the expansion of miRNA families in P. trichocarpa than did tandem duplication events. Taken together, this study has successfully characterized miRNAs derived from repetitive elements and duplication events at the genome scale and provides comprehensive knowledge and deeper insight into the origins and evolution of miRNAs in plants.
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Wang B, Dong M, Chen W, Liu X, Feng R, Xu T. Microarray identification of conserved microRNAs in Pinellia pedatisecta. Gene 2012; 498:36-40. [DOI: 10.1016/j.gene.2012.01.075] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2011] [Revised: 11/29/2011] [Accepted: 01/27/2012] [Indexed: 12/13/2022]
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Barozai MYK. Identification and characterization of the microRNAs and their targets in Salmo salar. Gene 2012; 499:163-8. [PMID: 22425976 DOI: 10.1016/j.gene.2012.03.006] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2012] [Accepted: 03/04/2012] [Indexed: 11/25/2022]
Abstract
MicroRNAs (miRNAs) are small, non-coding and regulatory RNAs about 18 to 26 nucleotides long. Their conserved nature among the various organisms makes them a good source of new miRNAs discovery by comparative genomics approach. The study resulted in novel 75 precursor miRNAs containing 102 mature sequences belonging to 46 families in an important aquatic environmental monitoring fish (Salmo salar). All the miRNA families (let-7, mir-1, 7, 9, 21, 22, 92, 96, 122, 126, 128, 129, 132, 133, 142, 144, 147, 148, 196, 202, 212, 223, 375, 429, 430, 449, 451, 457, 466, 682, 700, 1388, 1594, 1600, 1607, 1616, 1642, 1681, 1701, 1720, 1772, 1782, 1787, 1814, 2189 and 3540) are found for the first time in S. salar. All 75 miRNA precursors form stable minimum free energy stem loop and the mature miRNAs reside in the stem portion of the stem loop structure. Their target proteins are involved in transcription factors (28%), metabolism (23%), signaling (18%), transportation (9%), immunity (8%), stress related activity (5%), cancer and tumor related activity (5%), growth and development (3%), and cell division (1%).
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Microarray-based identification of conserved microRNAs from Pinellia ternata. Gene 2011; 493:267-72. [PMID: 22166543 DOI: 10.1016/j.gene.2011.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2011] [Accepted: 08/25/2011] [Indexed: 12/23/2022]
Abstract
A large number of microRNAs (miRNAs) reportedly play important roles in plant development; however, scarcely any of these have been found in Pinellia ternata, a herbaceous plant with special physiologic characteristics and important medicinal value. To detect P. ternata miRNAs, an in situ synthesized custom microarray of plant miRNAs was employed, following verification of the presence of the miRNAs through reverse transcription polymerase chain reaction (RT-PCR) and quantitative RT-PCR (qRT-PCR) in the current study. A total of 54 miRNAs belonging to 23 miRNA families were identified. RT-PCR applied to the eight miRNAs validated the microarray results. qRT-PCR that targeted eleven miRNAs showed the presence of miRNAs in different tissues with different expression levels, especially, miRNA319 expression level in the tubers is nearly 10 times higher than that in the stalks and leaves. This is the first report on the miRNAs in P. ternata, which will enable further investigation of their roles in P. ternata.
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Barozai MYK, Baloch IA, Din M. Identification of MicroRNAs and their targets in Helianthus. Mol Biol Rep 2011; 39:2523-32. [PMID: 21670966 DOI: 10.1007/s11033-011-1004-y] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Accepted: 06/01/2011] [Indexed: 12/21/2022]
Abstract
MicroRNAs (miRNAs) are small non-coding RNAs about 20-24 nucleotides long, playing regulatory role. The conserved nature among the various organisms makes them a good source of new miRNAs discovery by comparative genomics approach using bioinformatic tools. A systematic search approach was used for inter-species homologs of miRNA precursors (pre-miRNAs), from known Helianthus expressed sequence tags (ESTs). The study resulted in 61 novel miRNAs belonging to 34 families from Helianthus ESTs. The 28 miRNA families; mir 159,160, 164, 170, 390, 393, 413, 415, 419, 426, 446, 530, 822, 842, 846, 1310, 1888, 2086, 2657, 2667, 2678, 2659, 2911, 2938, 3440, 3521, 3623, and 3630 are reporting for the first time in Helianthus. In the 61 new miRNAs, 20 are from H. tuberosus, 17 miRNAs belong to H. annus, 8 are from H. ciliaris, 5 to H. exilis, 4 is from H. argophyllous, H. petiolaris each and 3 are from H. paradoxus. All the pre-miRNAs form stable minimum free energy (mfe) stem-loop structure as their orthologues form and the mature miRNAs reside in the stem portion of the stem-loop structures. Their targets consist of growth and development related, transcription factors, signalling pathway kinases, stress resistant proteins and transport related proteins.
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Barozai MYK, Din M, Baloch IA. Identification of microRNAs in ecological model plant <i>Mimulus</i>. ACTA ACUST UNITED AC 2011. [DOI: 10.4236/jbpc.2011.23037] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Abstract
MicroRNAs (miRNAs) are endogenous 16-29 nt non-coding small RNAs that were are generally found in species and typically encoded by endogenous genes. They play an important regulatory role at post-transcription level by targeting mRNA cleavage and translation repression. More and more plant miRNAs had been predicted and identified along with the development of bioinformatics and experimental techniques. At stress conditions, plant miRNAs also play a role in adaptation by up-regulating or down-regulating the miRNA expression. The biogenesis, action mode with target genes, bio-logical functions of plant miRNAs, as well as the stress-responsive miRNAs, were reviewed and the methodologies of miRNA study were also briefly summarized in this paper.
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Zhang X, Liu F, Wang W, Li S, Wang C, Zhang X, Wang Y, Wang K. Primary analysis of QTG contribution to heterosis in upland cotton. CHINESE SCIENCE BULLETIN-CHINESE 2010. [DOI: 10.1007/s11434-010-4020-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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40
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Jasinski S, Vialette-Guiraud ACM, Scutt CP. The evolutionary-developmental analysis of plant microRNAs. Philos Trans R Soc Lond B Biol Sci 2010; 365:469-76. [PMID: 20047873 DOI: 10.1098/rstb.2009.0246] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
MicroRNAs (miRNAs) control many important aspects of plant development, suggesting these molecules may also have played key roles in the evolution of developmental processes in plants. However, evolutionary-developmental (evo-devo) studies of miRNAs have been held back by technical difficulties in gene identification. To help solve this problem, we have developed a two-step procedure for the efficient identification of miRNA genes in any plant species. As a test case, we have studied the evolution of the MIR164 family in the angiosperms. We have identified novel MIR164 genes in three species occupying key phylogenetic positions and used these, together with published sequence data, to partially reconstruct the evolution of the MIR164 family since the last common ancestor of the extant flowering plants. We use our evolutionary reconstruction to discuss potential roles for MIR164 genes in the evolution of leaf shape and carpel closure in the angiosperms. The techniques we describe may be applied to any miRNA family and should thus enable plant evo-devo to begin to investigate the contributions miRNAs have made to the evolution of plant development.
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Affiliation(s)
- Sophie Jasinski
- Laboratoire de Reproduction et Développement des Plantes, UMR 5667- CNRS/INRA/Université de Lyon, Ecole Normale Supérieure de Lyon, 46, allée d'Italie 69364, Lyon Cedex 07, France
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41
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Zhang L, Chia JM, Kumari S, Stein JC, Liu Z, Narechania A, Maher CA, Guill K, McMullen MD, Ware D. A genome-wide characterization of microRNA genes in maize. PLoS Genet 2009; 5:e1000716. [PMID: 19936050 PMCID: PMC2773440 DOI: 10.1371/journal.pgen.1000716] [Citation(s) in RCA: 279] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2009] [Accepted: 10/12/2009] [Indexed: 01/17/2023] Open
Abstract
MicroRNAs (miRNAs) are small, non-coding RNAs that play essential roles in plant growth, development, and stress response. We conducted a genome-wide survey of maize miRNA genes, characterizing their structure, expression, and evolution. Computational approaches based on homology and secondary structure modeling identified 150 high-confidence genes within 26 miRNA families. For 25 families, expression was verified by deep-sequencing of small RNA libraries that were prepared from an assortment of maize tissues. PCR-RACE amplification of 68 miRNA transcript precursors, representing 18 families conserved across several plant species, showed that splice variation and the use of alternative transcriptional start and stop sites is common within this class of genes. Comparison of sequence variation data from diverse maize inbred lines versus teosinte accessions suggest that the mature miRNAs are under strong purifying selection while the flanking sequences evolve equivalently to other genes. Since maize is derived from an ancient tetraploid, the effect of whole-genome duplication on miRNA evolution was examined. We found that, like protein-coding genes, duplicated miRNA genes underwent extensive gene-loss, with approximately 35% of ancestral sites retained as duplicate homoeologous miRNA genes. This number is higher than that observed with protein-coding genes. A search for putative miRNA targets indicated bias towards genes in regulatory and metabolic pathways. As maize is one of the principal models for plant growth and development, this study will serve as a foundation for future research into the functional roles of miRNA genes.
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Affiliation(s)
- Lifang Zhang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Jer-Ming Chia
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Sunita Kumari
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Joshua C. Stein
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Zhijie Liu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Apurva Narechania
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Christopher A. Maher
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
| | - Katherine Guill
- Plant Genetics Research Unit, United States Department of Agriculture–Agriculture Research Service, Columbia, Missouri, United States of America
| | - Michael D. McMullen
- Plant Genetics Research Unit, United States Department of Agriculture–Agriculture Research Service, Columbia, Missouri, United States of America
- Division of Plant Sciences, University of Missouri Columbia, Columbia, Missouri, United States of America
| | - Doreen Ware
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, United States of America
- Plant, Soil, and Nutrition Research Unit, United States Department of Agriculture–Agriculture Research Service, Ithaca, New York, United States of America
- * E-mail:
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42
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Rines HW, Phillips RL, Kynast RG, Okagaki RJ, Galatowitsch MW, Huettl PA, Stec AO, Jacobs MS, Suresh J, Porter HL, Walch MD, Cabral CB. Addition of individual chromosomes of maize inbreds B73 and Mo17 to oat cultivars Starter and Sun II: maize chromosome retention, transmission, and plant phenotype. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2009; 119:1255-64. [PMID: 19707741 DOI: 10.1007/s00122-009-1130-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2009] [Accepted: 07/28/2009] [Indexed: 05/03/2023]
Abstract
Oat-maize addition (OMA) lines with one, or occasionally more, chromosomes of maize (Zea mays L., 2n = 2x = 20) added to an oat (Avena sativa L., 2n = 6x = 42) genomic background can be produced via embryo rescue from sexual crosses of oat x maize. Self-fertile disomic addition lines of different oat genotypes, mainly cultivar Starter, as recipient for maize chromosomes 1, 2, 3, 4, 5, 6, 7, 9, and the short arm of 10 and a monosomic addition line for chromosome 8, have been reported previously in which the sweet corn hybrid Seneca 60 served as the maize chromosome donor. Here we report the production and characterization of a series of new OMA lines with inbreds B73 and Mo17 as maize chromosome donors and with oat cultivars Starter and Sun II as maize chromosome recipients. Fertile disomic OMA lines were recovered for B73 chromosomes 1, 2, 4, 5, 6, 8, 9, and 10 and Mo17 chromosomes 2, 4, 5, 6, 8, and 10. These lines together with non-fertile (oat x maize) F(1) plants with chromosome 3 and chromosome 7 of Mo17 individually added to Starter oat provide DNA of additions to oat of all ten individual maize chromosomes between the two maize inbreds. The Mo17 chromosome 10 OMA line was the first fertile disomic OMA line obtained carrying a complete chromosome 10. The B73 OMA line for chromosome 1 and the B73 and Mo17 OMA lines for chromosome 8 represent disomic OMA lines with improved fertility and transmission of the addition chromosome compared to earlier Seneca 60 versions. Comparisons among the four oat-maize parental genotype combinations revealed varying parental effects and interactions on frequencies of embryo recovery, embryo germination, F(1) plantlets with maize chromosomes, the specific maize chromosomes retained and transmitted to F(2) progeny, and phenotypes of self-fertile disomic addition plants. As opposed to the previous use of a hybrid Seneca 60 maize stock as donor of the added maize chromosomes, the recovered B73 and Mo17 OMA lines provide predictable genotypes for use as tools in physical mapping of maize DNA sequences, including inter-genic sequences, by simple presence/absence assays. The recovered OMA lines represent unique materials for maize genome analysis, genetic, physiological, and morphological studies, and a possible means to transfer maize traits to oat. Descriptions of these materials can be found at http://agronomy.cfans.umn.edu/Maize_Genomics.html .
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Affiliation(s)
- Howard W Rines
- USDA-ARS Plant Science Research Unit, and Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN 55108, USA.
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Song C, Fang J, Li X, Liu H, Thomas Chao C. Identification and characterization of 27 conserved microRNAs in citrus. PLANTA 2009; 230:671-85. [PMID: 19585144 PMCID: PMC2729984 DOI: 10.1007/s00425-009-0971-x] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2009] [Accepted: 06/11/2009] [Indexed: 05/20/2023]
Abstract
MicroRNAs (miRNAs) are a class of non-protein-coding small RNAs. Considering the conservation of many miRNA genes in different plant genomes, the identification of miRNAs from non-model organisms is both practicable and instrumental in addressing miRNA-guided gene regulation. Citrus is an important staple fruit tree, and publicly available expressed sequence tag (EST) database for citrus are increasing. However, until now, little has been known about miRNA in citrus. In this study, 27 known miRNAs from Arabidopsis were searched against citrus EST databases for miRNA precursors, of which 13 searched precursor sequences could form fold-back structures similar with those of Arabidopsis. The ubiquitous expression of those 13 citrus microRNAs and other 13 potential citrus miRNAs could be detected in citrus leaf, young shoot, flower, fruit and root by northern blotting, and some of them showed differential expression in different tissues. Based on the fact that miRNAs exhibit perfect or nearly perfect complementarity with their target sequences, a total of 41 potential targets were identified for 15 citrus miRNAs. The majority of the targets are transcription factors that play important roles in citrus development, including leaf, shoot, and root development. Additionally, some other target genes appear to play roles in diverse physiological processes. Four target genes have been experimentally verified by detection of the miRNA-mediated mRNA cleavage in Poncirus trifoliate. Overall, this study in the identification and characterization of miRNAs in citrus can initiate further study on citrus miRNA regulation mechanisms, and it can help us to know more about the important roles of miRNAs in citrus.
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Affiliation(s)
- Changnian Song
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | - Jinggui Fang
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | - Xiaoying Li
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | - Hong Liu
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | - C. Thomas Chao
- Department of Botany and Plant Sciences, University of California Riverside, Riverside, CA 92521-0124 USA
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Jauhar PP, Peterson TS, Xu SS. Cytogenetic and molecular characterization of a durum alien disomic addition line with enhanced tolerance to Fusarium head blight. Genome 2009; 52:467-83. [PMID: 19448727 DOI: 10.1139/g09-014] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Current durum wheat (Triticum turgidum L. subsp. durum (Desf.)) cultivars have little or no resistance to Fusarium head blight (FHB), a ravaging disease of cereal crops. A diploid wheatgrass, Lophopyrum elongatum (Host) A. Löve (2n = 2x = 14, EE genome), is an excellent source of FHB resistance. Through an extensive intergeneric hybridization using durum cultivar Langdon, we have developed a disomic alien addition line, named DGE-1 (2n = 28 + 2), with a wheatgrass chromosome pair. We used a unique method for isolating the addition line taking advantage of unreduced gametes functioning in Langdon x L. elongatum F1 hybrids in their first backcross to the Langdon parent, resulting in 35-chromosome plants from which we derived DGE-1. The addition line DGE-1 has a plant type similar to its Langdon parent, although it is shorter in height with narrower leaves and shorter spikes. It is meiotically and reproductively stable, generally forming 15 bivalents with two chiasmata each. The alien chromosome pair from the grass confers FHB resistance to the addition line, which has less than 21% infection on the visual scale, mean = 6.5%. Using various biochemical and molecular techniques (Giemsa C-banding, fluorescent genomic in situ hybridization (fl-GISH), chromosome-specific simple sequence repeat (SSR) markers, targeted region amplified polymorphism (TRAP) markers, and sodium dodecyl sulfate - polyacrylamide gel electrophoresis (SDS-PAGE)), we have shown that the extra chromosome involved is 1E of L. elongatum. This is the first time that FHB resistance has been discovered on chromosome 1E. We have established a chromosome-specific marker for 1E that may be used to screen fertile hybrid derivatives and durum addition lines for this chromosome that confers FHB resistance.
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Affiliation(s)
- Prem P Jauhar
- United States Department of Agriculture, Agricultural Research Service, Northern Crop Science Laboratory, Fargo, ND 58105, USA.
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[Advances in study of plant miRNAs under stressed environmental conditions]. YI CHUAN = HEREDITAS 2009; 31:227-35. [PMID: 19273434 DOI: 10.3724/sp.j.1005.2009.00227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Biotic and abiotic stresses influence plant growth and cause great loss to crop yield. In the long course of evolution, plants have developed intricate biological mechanism to resist stressed conditions. Under various stressed conditions, not only the protein-coding genes, but also the non-protein-coding genes were induced for response. More and more researches showed that the transcripts of these non-protein-coding genes played important role in regulation of gene expression. miRNA is one of the groups in these no-coding regulatory small RNAs. Recent findings showed that in order to resist the biotic and abiotic stresses, expression of microRNA (miRNA) genes will be induced and their transcripts (miRNAs) can regulate gene expression by guiding target mRNA cleavage or translation inhibition. This paper focused on the advances of plant miRNAs research in stressed conditions, especially induced expression of miRNA and target gene regulation and its role on adaptation under stressed conditions. Then, the methods of miRNA researches in stressed environments are discussed.
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Ding D, Zhang L, Wang H, Liu Z, Zhang Z, Zheng Y. Differential expression of miRNAs in response to salt stress in maize roots. ANNALS OF BOTANY 2009; 103:29-38. [PMID: 18952624 PMCID: PMC2707283 DOI: 10.1093/aob/mcn205] [Citation(s) in RCA: 277] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2008] [Revised: 08/22/2008] [Accepted: 09/15/2008] [Indexed: 05/18/2023]
Abstract
BACKGROUND AND AIMS Corn (Zea mays) responds to salt stress via changes in gene expression, metabolism and physiology. This adaptation is achieved through the regulation of gene expression at the transcriptional and post-transcriptional levels. MicroRNAs (miRNAs) have been found to act as key regulating factors of post-transcriptional gene expression. However, little is known about the role of miRNAs in plants' responses to abiotic stresses. METHODS A custom microparaflo microfluidic array containing release version 10.1 plant miRNA probes (http://microrna.sanger.ac.uk/) was used to discover salt stress-responsive miRNAs using the differences in miRNA expression between the salt-tolerant maize inbred line 'NC286' and the salt-sensitive maize line 'Huangzao4'. Key Results miRNA microarray hybridization revealed that a total of 98 miRNAs, from 27 plant miRNA families, had significantly altered expression after salt treatment. These miRNAs displayed different activities in the salt response, and miRNAs belonging to the same miRNA family showed the same behaviour. Interestingly, 18 miRNAs were found which were only expressed in the salt-tolerant maize line, and 25 miRNAs that showed a delayed regulation pattern in the salt-sensitive line. A gene model was proposed that showed how miRNAs could regulate the abiotic stress-associated process and the gene networks coping with the stress. CONCLUSIONS Salt-responsive miRNAs are involved in the regulation of metabolic, morphological and physiological adaptations of maize seedlings at the post-transcriptional level. The miRNA genotype-specific expression model might explain the distinct salt sensitivities between maize lines.
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Affiliation(s)
- Dong Ding
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, P.R. China
| | - Lifang Zhang
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Hang Wang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, P.R. China
| | - Zhijie Liu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, P.R. China
| | - Zuxin Zhang
- College of Agronomy, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Yonglian Zheng
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, P.R. China
- For correspondence. E-mail
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Khan Barozai MY, Irfan M, Yousaf R, Ali I, Qaisar U, Maqbool A, Zahoor M, Rashid B, Hussnain T, Riazuddin S. Identification of micro-RNAs in cotton. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2008; 46:739-751. [PMID: 18603441 DOI: 10.1016/j.plaphy.2008.05.009] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2008] [Indexed: 05/26/2023]
Abstract
The plant genome has conserved small non-coding microRNAs (miRNAs) genes about 20-24 nucleotides long. They play a vital role in the gene regulation at various stages of plant life. Their conserved nature among the various organisms not only suggests their early evolution in eukaryotes but also makes them a good source of new miRNA discovery by homology search using bioinformatics tools. A systematic search approach was used for interspecies orthologues of miRNA precursors, from known sequences of Gossypium in GenBank. The study resulted in 22 miRNAs belonging to 13 families. We found 7 miRNA families (miR160, 164, 827, 829, 836, 845 and 865) for the first time in cotton. All 22 miRNA precursors form stable minimum free energy (mfe) stem loop structure as their orthologues form in Arabidopsis and the mature miRNAs reside in the stem portion of the stem loop structure. Fifteen miRNAs belong to the world's most commercial fiber producing upland cotton (Gossypium hirsutum), five are from Gossypium raimondii and one each is from Gossypium herbaceum and Gossypium arboreum. Their targets consist of transcription factors, cell division regulating proteins and virus response gene. The discovery of 22 miRNAs will be helpful in future for detection of precise function of each miRNA at a particular stage in life cycle of cotton.
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Abstract
The 5' ends of transcripts provide important information about transcription initiation sites and the approximate locations of local cis-acting enhancer elements; it is therefore important to establish the 5' ends with some precision. RACE (rapid amplification of cDNA ends) PCR is useful for quickly obtaining full length cDNAs for mRNAs for which only part of the sequence is known and to identify alternative 5' or 3' ends of fully sequenced genes. The method consists of using PCR to amplify, from complex mixtures of cellular mRNA, the regions between the known parts of the sequence and non-specific tags appended to the ends of the cDNA. Whereas the poly(A) tail serves to provide such a tag at the 3' end of the mRNA, an artificial one needs to be generated at the 5' end, and various approaches have been described to address this step. The classical scheme for 5' RACE described here is simple, suffices in many instances in which RACE is needed and can be performed in 1-3 days.
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Affiliation(s)
- Elizabeth Scotto-Lavino
- Graduate Program in Molecular & Cellular Pharmacology, Stony Brook University, Stony Brook, New York 11794, USA
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