Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea
Abstract MicroRNAs (miRNAs) are non‐coding small RNAs that regulate gene expression at transcriptional and post‐transcriptional levels. The role of miRNAs in seed development and seed size/weight determination is poorly understood in legumes. In this study, we profiled miRNAs at seven successive sta...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-03-01
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| Series: | Plant Direct |
| Subjects: | |
| Online Access: | https://doi.org/10.1002/pld3.299 |
| _version_ | 1831560256367362048 |
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| author | Niraj Khemka Mohan Singh Rajkumar Rohini Garg Mukesh Jain |
| author_facet | Niraj Khemka Mohan Singh Rajkumar Rohini Garg Mukesh Jain |
| author_sort | Niraj Khemka |
| collection | DOAJ |
| description | Abstract MicroRNAs (miRNAs) are non‐coding small RNAs that regulate gene expression at transcriptional and post‐transcriptional levels. The role of miRNAs in seed development and seed size/weight determination is poorly understood in legumes. In this study, we profiled miRNAs at seven successive stages of seed development in a small‐seeded and a large‐seeded chickpea cultivar via small RNA sequencing. In total, 113 known and 243 novel miRNAs were identified. Gene ontology analysis revealed the enrichment of seed/reproductive/post‐embryonic development and signaling pathways processes among the miRNA target genes. A large fraction of the target genes exhibited antagonistic correlation with miRNA expression. The sets of co‐expressed miRNAs showing differential expression between the two cultivars were recognized. Known transcription factor (TF) encoding genes involved in seed size/weight determination, including SPL, GRF, MYB, ARF, HAIKU1, SHB1, KLUH/CYP78A5, and E2Fb along with novel genes were found to be targeted by the predicted miRNAs. Differential expression analysis revealed higher transcript levels of members of SPL and REVOLUTA TF families and lower expression of their corresponding miRNAs in the large‐seeded cultivar. At least 19 miRNAs known to be involved in seed development or differentially expressed between small‐seeded and large‐seeded cultivars at late‐embryogenesis and/or mid‐maturation stages were located within known quantitative trait loci (QTLs) associated with seed size/weight determination. Moreover, 41 target genes of these miRNAs were also located within these QTLs. Altogether, we revealed important roles of miRNAs in seed development and identified candidate miRNAs and their target genes that have functional relevance in determining seed size/weight in chickpea. |
| first_indexed | 2024-12-17T05:42:59Z |
| format | Article |
| id | doaj.art-970a016cdac242d7911ab3f3b2cd247f |
| institution | Directory Open Access Journal |
| issn | 2475-4455 |
| language | English |
| last_indexed | 2024-12-17T05:42:59Z |
| publishDate | 2021-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | Plant Direct |
| spelling | doaj.art-970a016cdac242d7911ab3f3b2cd247f2022-12-21T22:01:24ZengWileyPlant Direct2475-44552021-03-0153n/an/a10.1002/pld3.299Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpeaNiraj Khemka0Mohan Singh Rajkumar1Rohini Garg2Mukesh Jain3School of Computational & Integrative Sciences Jawaharlal Nehru University New Delhi IndiaSchool of Computational & Integrative Sciences Jawaharlal Nehru University New Delhi IndiaDepartment of Life Sciences School of Natural Sciences Shiv Nadar University Gautam Buddha Nagar Uttar Pradesh IndiaSchool of Computational & Integrative Sciences Jawaharlal Nehru University New Delhi IndiaAbstract MicroRNAs (miRNAs) are non‐coding small RNAs that regulate gene expression at transcriptional and post‐transcriptional levels. The role of miRNAs in seed development and seed size/weight determination is poorly understood in legumes. In this study, we profiled miRNAs at seven successive stages of seed development in a small‐seeded and a large‐seeded chickpea cultivar via small RNA sequencing. In total, 113 known and 243 novel miRNAs were identified. Gene ontology analysis revealed the enrichment of seed/reproductive/post‐embryonic development and signaling pathways processes among the miRNA target genes. A large fraction of the target genes exhibited antagonistic correlation with miRNA expression. The sets of co‐expressed miRNAs showing differential expression between the two cultivars were recognized. Known transcription factor (TF) encoding genes involved in seed size/weight determination, including SPL, GRF, MYB, ARF, HAIKU1, SHB1, KLUH/CYP78A5, and E2Fb along with novel genes were found to be targeted by the predicted miRNAs. Differential expression analysis revealed higher transcript levels of members of SPL and REVOLUTA TF families and lower expression of their corresponding miRNAs in the large‐seeded cultivar. At least 19 miRNAs known to be involved in seed development or differentially expressed between small‐seeded and large‐seeded cultivars at late‐embryogenesis and/or mid‐maturation stages were located within known quantitative trait loci (QTLs) associated with seed size/weight determination. Moreover, 41 target genes of these miRNAs were also located within these QTLs. Altogether, we revealed important roles of miRNAs in seed development and identified candidate miRNAs and their target genes that have functional relevance in determining seed size/weight in chickpea.https://doi.org/10.1002/pld3.299Cicer arietinumco‐expression networkmiRNAmodulesseed developmentseed size/weight |
| spellingShingle | Niraj Khemka Mohan Singh Rajkumar Rohini Garg Mukesh Jain Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea Plant Direct Cicer arietinum co‐expression network miRNA modules seed development seed size/weight |
| title | Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea |
| title_full | Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea |
| title_fullStr | Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea |
| title_full_unstemmed | Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea |
| title_short | Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea |
| title_sort | genome wide profiling of mirnas during seed development reveals their functional relevance in seed size weight determination in chickpea |
| topic | Cicer arietinum co‐expression network miRNA modules seed development seed size/weight |
| url | https://doi.org/10.1002/pld3.299 |
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