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Updated: Oct 2, 2025

mirMachine: A One-Stop Shop for Plant miRNA Annotation
Published on: May 1, 2021
In silico identification of candidate miRNA-encoded Peptides in four Fabaceae species
Paula Machado de Araújo1, Clícia Grativol1
1Laboratório de Química e Função de Proteínas e Peptídeos, Centro de Biociências e Biotecnologia, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, Brazil.
Abstract:
MicroRNAs (miRNAs) are one of the main regulators of gene expression. Recent studies have demonstrated that primary transcripts of miRNAs (pri-miRNAs) encode regulatory peptides, called miRNA-encoded peptides (miPEPs), capable of enhancing the expression of their associated miRNAs in plants. In this work, we aimed to computationally identify miPEPs produced by small open reading frames (ORFs) in pri-miRNAs from four species of Fabaceae. Five families of miRNAs were investigated, based on their role in plant-microorganism interaction. We used the miR171 family as a training dataset centered on the information about mtr-miPEP171b and vvi-miPEP171d already described. From the sequences of the pri-miRNAs and the genomic regions where they were located, ORFs encoding putative miPEPs were predicted. The 5'-most ORFs encoding peptides on pri-miRNAs were aligned and the amino acids conservation was observed. In total, 81 sequences of potential miPEPs were identified. We found conserved miPEPs inside pri-miRNAs from soybean and between soybean, common bean, and cowpea. Besides, our results showed few conserved miPEPs among isoforms of the same miRNA and no conservation among different miRNA families, which indicate the possible specificity of miPEPs in relation to their corresponding miRNAs. Our findings contribute to the understanding of miPEPs features in plants and provide the basis for studies aiming the biotechnological use of miPEPs in leguminous species.
Insights
Researchers identified novel miRNA-encoded peptides (miPEPs) in leguminous plants. These miPEPs, encoded by primary miRNA transcripts (pri-miRNAs), show conservation within soybean and related species, suggesting specific roles in gene regulation.
Area of Science:
- Plant Molecular Biology
- Genomics
- Biotechnology
Background:
- MicroRNAs (miRNAs) are key gene expression regulators.
- Primary miRNA transcripts (pri-miRNAs) can encode regulatory peptides (miPEPs).
- miPEPs enhance miRNA expression in plants.
Purpose of the Study:
- To computationally identify miPEPs from pri-miRNAs in four Fabaceae species.
- To investigate miPEP conservation within and across miRNA families.
- To explore the potential biotechnological applications of miPEPs in legumes.
Main Methods:
- Computational prediction of small open reading frames (ORFs) in pri-miRNAs.
- Utilized the miR171 family as a training dataset.
- Alignment and amino acid conservation analysis of predicted miPEPs.
Main Results:
- Identified 81 potential miPEP sequences.
- Found conserved miPEPs within soybean pri-miRNAs and across soybean, common bean, and cowpea.
- Observed limited conservation among miRNA isoforms and no conservation across different miRNA families.
Conclusions:
- miPEPs exhibit specificity in relation to their corresponding miRNAs.
- Conservation patterns suggest distinct roles for miPEPs in leguminous species.
- Findings provide a foundation for biotechnological applications of miPEPs in legumes.

