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Baqi A, Samiullah, Rehman W, Bibi I, Menaa F, Khan Y, Albalawi DA, Sattar A. Identification and Validation of Functional miRNAs and Their Main Targets in Sorghum bicolor. Mol Biotechnol 2023:10.1007/s12033-023-00988-5. [PMID: 38155285 DOI: 10.1007/s12033-023-00988-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 11/10/2023] [Indexed: 12/30/2023]
Abstract
MicroRNAs (miRNAs) are typically non-coding RNAs of 18-26 nucleotides (nts) that are produced endogenously and regulated post-transcriptionally through degradation or translational repression. Since miRNAs are evolutionarily conserved, their preservation is essential for important regulatory functions in plant development, growth, and responses to environmental stress. Sorghum bicolor (sbi) is a valuable food and fodder crop which is grown worldwide. A range of sbi miRNAs were identified so far as being connected to plant development and stress responses. Herein, we employed a variety of bioinformatics tools for miRNA profiling in sbi and a PCR-based platform for the validation of these miRNAs. In total, 74 new conserved sbi miRNAs from 52 miRNA families have been predicted. Using the psRNA Target method, 10613 different protein targets of these predicted miRNAs have been attained. These targets include 54 GO-terms which have substantial targets in the biological, molecular, and cellular processes. We particularly found that the sbi-miR1861c and sbi-miR5050 are involved to regulate sulphur compound biosynthetic process, while the significant spliceosomal complex is regulated by sbi-miR815b and sbi-miR7768b. Also, we report that the pre-ribosome, electron transport chain, cell communication, cellular respiration, protein localization, and photosynthesis are controlled by sbi-miR2907b, sbi-miR530, sbi-miR7749, sbi-miR1858a, sbi-mi7729a, and sbi-miR417, respectively. The identification and validation of these novel sbi miRNAs shall contribute a lot in improving the crop yield and ensure sustainable agriculture.
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Affiliation(s)
- Abdul Baqi
- Department of Chemistry, University of Balochistan, Quetta, 87300, Pakistan
| | - Samiullah
- Department of Chemistry, University of Balochistan, Quetta, 87300, Pakistan
| | - Wajid Rehman
- Department of Chemistry, Hazara University Mansehra, Mansehra, Pakistan.
| | - Iram Bibi
- Department of Chemistry, Hazara University Mansehra, Mansehra, Pakistan
| | - Farid Menaa
- Department of Biomedical and Environmental Engineering (BEE), California Innovations Corporation (CIC), San Diego, CA, 92037, USA.
| | - Yousaf Khan
- Department of Chemistry, COMSATS University Islamabad, Islamabad, 45550, Pakistan
| | - Doha A Albalawi
- Department of Biology, Faculty of Science, University of Tabuk, 71491, Tabuk, Saudi Arabia
| | - Abdul Sattar
- Department of Chemistry, COMSATS University Islamabad, Islamabad, 45550, Pakistan
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Genome-wide comprehensive analysis of miRNAs and their target genes expressed in resistant and susceptible Capsicum annuum genotypes during Phytophthora capsici infection. Mol Genet Genomics 2023; 298:273-292. [PMID: 36418510 DOI: 10.1007/s00438-022-01979-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 11/13/2022] [Indexed: 11/27/2022]
Abstract
Despite extensive works on miRNA's role during plant-oomycete interaction, its role in Capsicum annuum-Phytophthora capsici pathosystem is not fully explored. Therefore, the present study was designed to identify known and novel miRNAs along with their target genes in two contrasting chili peppers genotypes, i.e., GojamMecha_9086 (resistant) and Dabat_80045 (susceptible) under P. capsici infection associated with modulating the defense response during disease pathogenesis. The result demonstrated 79 known miRNAs corresponding to 24 miRNAs families and 477 novel miRNAs along with 22,895 potential targets, including 30 defense-related target genes against P. capsici infection. The expression analysis of 29 known and 157 novel miRNAs in resistant and 30 known and 177 novel miRNAs in susceptible genotypes revealed differential accumulation patterns. qRT-PCR analysis of 8 defense-related miRNAs representing 4 novels (Pz-novel-miR428-1, Pz-novel-miR160-1, Pz-novel-miR1028-1, Pz-novel-miR204-1) and 4 known miRNAs (Pz-known-miR803-1, Pz-known-miR2059-1, Pz-known-miR2560-1, Pz-known-miR1872-1) revealed differential accumulation pattern in both resistant and susceptible genotypes. Additionally, validation of eight target genes of miRNAs using regional amplification quantitative RT-PCR (RA-PCR), a superior technique to 5'-RNA Ligase-Mediated-rapid amplification of cDNA ends (5' RLM-RACE), revealed expression of six target genes positively correlated with their corresponding miRNAs in RC versus RI leaf, while five target genes observed an inverse correlation with their corresponding miRNAs in SC versus SI leaf, suggesting their key role during disease response. The Pz-known-miR1872-PODs pair showed perfect inverse relation in all four samples. The significant findings of the current study provide comprehensive genome-wide information about the repertoire of miRNAs and their target genes expressed in resistant and susceptible chili pepper genotypes, which can serve as a valuable resource for better understanding the post-transcriptional regulatory mechanism during C. annuum-P. capsici pathosystem.
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Yan C, Zhang N, Wang Q, Fu Y, Wang F, Su Y, Xue B, Zhou L, Liao H. The Effect of Low Temperature Stress on the Leaves and MicroRNA Expression of Potato Seedlings. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.727081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
In recent years, with the wanton destruction of the ecological environment by humans and the frequent occurrence of extreme bad weather, many places that should have been warm and blooming in spring have instead experienced the phenomenon of the “April blizzard,” which has seriously affected China's crops, especially spring potato production in most areas. Potato cultivars, especially potato seedlings, are sensitive to frost, and low temperature frost has become one of the most important abiotic stresses affecting potato production. Potato cold tolerance is regulated by a complex gene network. Although some low temperature resistant microRNAs have been identified, little is known about the role of miRNAs in response to low temperature stress in potato. Therefore, the objective of this study is to clarify the influence of low temperature stress on the miRNA expression of potato by comparing the expression differences of miRNA in potato which was treated with different low temperatures. For the study, 307 known miRNAs belonging to 73 small RNA families and 211 novel miRNAs were obtained. When the temperature decreased, the number of both known and novel miRNA decreased, and the minimum temperature was −2°C. Most of the miRNAs respond to low temperature, drought, and disease stress; some conserved miRNAs were first found to respond to low temperature stress in potato, such as stu-miR530, stu-miR156d, and stu-miR167b. The Gene Ontology, Kyoto Encyclopedia of Genes, and Genomes pathway enrichment analysis of 442 different expression miRNAs target genes indicated that there existed diversified low temperature responsive pathways, but Abscisic Acid was found likely to play a central coordinating role in response to low temperature stress in many metabolism pathways. Quantitative real-time PCR assays indicated that the related targets were negatively regulated by the tested different expression miRNAs during low temperature stress. The results indicated that miRNAs may play an important coordination role in response to low temperature stress in many metabolic pathways by regulating abscisic acid and gibberellin, which provided insight into the roles of miRNAs during low temperature stress and would be helpful for alleviating low temperature stress and promoting low temperature resistant breeding in potatoes.
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Achakzai HK, Barozai MYK, Din M, Baloch IA, Achakzai AKK. Identification and annotation of newly conserved microRNAs and their targets in wheat (Triticum aestivum L.). PLoS One 2018; 13:e0200033. [PMID: 29990369 PMCID: PMC6038988 DOI: 10.1371/journal.pone.0200033] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 06/18/2018] [Indexed: 11/27/2022] Open
Abstract
MicroRNAs (miRNAs) are small, non-coding and regulatory RNAs produce by cell endogenously. They are 18-26 nucleotides in length and play important roles at the post-transcriptional stage of gene regulation. Evolutionarily, miRNAs are conserved and their conservation plays an important role in the prediction of new miRNAs in different plants. Wheat (Triticum aestivum L.) is an important diet and consumed as second major crop in the world. This significant cereal crop was focused here through comparative genomics-based approach to identify new conserved miRNAs and their targeted genes. This resulted into a total of 212 new conserved precursor miRNAs (pre-miRNAs) belonging to 185 miRNA families. These newly profiled wheat's miRNAs are also annotated for stem-loop secondary structures, length distribution, organ of expression, sense/antisense orientation and characterization from their expressed sequence tags (ESTs). Moreover, fifteen miRNAs along with housekeeping gene were randomly selected and subjected to RT-PCR expressional validation. A total of 32927 targets are also predicted and annotated for these newly profiled wheat miRNAs. These targets are found to involve in 50 gene ontology (GO) enrichment terms and significant processes. Some of the significant targets are RNA-dependent DNA replication (GO:0006278), RNA binding (GO:0003723), nucleic acid binding (GO:0003676), DNA-directed RNA polymerase activity (GO:0003899), magnesium ion transmembrane transporter activity (GO:0015095), antiporter activity (GO:0015297), solute:hydrogen antiporter activity (GO:0015299), protein kinase activity (GO:0004672), ATP binding (GO:0005524), regulation of Rab GTPase activity (GO:0032313) Rab GTPase activator activity (GO:0005097), regulation of signal transduction (GO:0009966) and phosphoprotein phosphatase inhibitor activity (GO:0004864). These findings will be helpful to manage this economically important grain plant for desirable traits through miRNAs regulation.
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Affiliation(s)
| | | | - Muhammad Din
- Department of Botany, University of Balochistan, Quetta, Balochistan, Pakistan
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Gul Z, Barozai MYK, Din M. In-silico based identification and functional analyses of miRNAs and their targets in Cowpea ( Vigna unguiculata L.). AIMS GENETICS 2017; 4:138-165. [PMID: 31435506 PMCID: PMC6690248 DOI: 10.3934/genet.2017.2.138] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Accepted: 06/15/2017] [Indexed: 11/18/2022]
Abstract
Cowpea (Vigna unguiculata L.) is an important leguminous plant and a good diet due to presence of carbohydrate and high protein contents. Currently, only few cowpea microRNAs (miRNAs) are reported. This study is intended to identify and functionally analyze new miRNAs and their targets in cowpea. An in-silico based homology search approach was applied and a total of 46 new miRNAs belonging to 45 families were identified and functionally annotated from the cowpea expressed sequence tags (ESTs). All these potential miRNAs are reported here for the first time in cowpea. The 46 new miRNAs were also observed with stable hairpin structures with minimum free energy, ranging from -10 to -132 kcal mol-1 with an average of -40 kcal mol-1. The length of new cowpea miRNAs are ranged from 18 to 26 nt with an average of 21 nt. The cowpea miRNA-vun-mir4414, is found as pre-miRNA cluster for the first time in cowpea. Furthermore, a set of 138 protein targets were also identified for these newly identified 46 cowpea miRNAs. These targets have significant role in various biological processes, like metabolism, transcription regulation as transcription factor, cell transport, signal transduction, growth & development and structural proteins. These findings are the significant basis to utilize and manage this important leguminous plant-cowpea for better nutritional properties and tolerance for biotic and abiotic stresses.
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Affiliation(s)
- Zareen Gul
- Department of Botany, University of Balochistan, Sariab Road, Quetta, Pakistan
| | | | - Muhammad Din
- Department of Botany, University of Balochistan, Sariab Road, Quetta, Pakistan
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