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Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea
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 se...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954459/ https://www.ncbi.nlm.nih.gov/pubmed/33738384 http://dx.doi.org/10.1002/pld3.299 |
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author | Khemka, Niraj Singh Rajkumar, Mohan Garg, Rohini Jain, Mukesh |
author_facet | Khemka, Niraj Singh Rajkumar, Mohan Garg, Rohini Jain, Mukesh |
author_sort | Khemka, Niraj |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7954459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79544592021-03-17 Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea Khemka, Niraj Singh Rajkumar, Mohan Garg, Rohini Jain, Mukesh Plant Direct Original Research 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. John Wiley and Sons Inc. 2021-03-12 /pmc/articles/PMC7954459/ /pubmed/33738384 http://dx.doi.org/10.1002/pld3.299 Text en © 2021 The Authors. Plant Direct published by American Society of Plant Biologists, Society for Experimental Biology and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Research Khemka, Niraj Singh Rajkumar, Mohan Garg, Rohini Jain, Mukesh Genome‐wide profiling of miRNAs during seed development reveals their functional relevance in seed size/weight determination in chickpea |
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 | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954459/ https://www.ncbi.nlm.nih.gov/pubmed/33738384 http://dx.doi.org/10.1002/pld3.299 |
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