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Updated: Apr 5, 2026

Describing a Transcription Factor Dependent Regulation of the MicroRNA Transcriptome
Published on: June 15, 2016
Genome-wide annotation of microRNA primary transcript structures reveals novel regulatory mechanisms
Tsung-Cheng Chang1, Mihaela Pertea2, Sungyul Lee1
1Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, Texas 75390, USA;
Abstract:
Precise regulation of microRNA (miRNA) expression is critical for diverse physiologic and pathophysiologic processes. Nevertheless, elucidation of the mechanisms through which miRNA expression is regulated has been greatly hindered by the incomplete annotation of primary miRNA (pri-miRNA) transcripts. While a subset of miRNAs are hosted in protein-coding genes, the majority of pri-miRNAs are transcribed as poorly characterized noncoding RNAs that are 10's to 100's of kilobases in length and low in abundance due to efficient processing by the endoribonuclease DROSHA, which initiates miRNA biogenesis. Accordingly, these transcripts are poorly represented in existing RNA-seq data sets and exhibit limited and inaccurate annotation in current transcriptome assemblies. To overcome these challenges, we developed an experimental and computational approach that allows genome-wide detection and mapping of pri-miRNA structures. Deep RNA-seq in cells expressing dominant-negative DROSHA resulted in much greater coverage of pri-miRNA transcripts compared with standard RNA-seq. A computational pipeline was developed that produces highly accurate pri-miRNA assemblies, as confirmed by extensive validation. This approach was applied to a panel of human and mouse cell lines, providing pri-miRNA transcript structures for 1291/1871 human and 888/1181 mouse miRNAs, including 594 human and 425 mouse miRNAs that fall outside protein-coding genes. These new assemblies uncovered unanticipated features and new potential regulatory mechanisms, including links between pri-miRNAs and distant protein-coding genes, alternative pri-miRNA splicing, and transcripts carrying subsets of miRNAs encoded by polycistronic clusters. These results dramatically expand our understanding of the organization of miRNA-encoding genes and provide a valuable resource for the study of mammalian miRNA regulation.
Insights
Researchers developed a novel method to map microRNA (miRNA) primary transcripts, significantly improving the understanding of miRNA gene organization and regulation in mammals. This work enhances the annotation of miRNA encoding genes.
Area of Science:
- Genomics
- Molecular Biology
- Epigenetics
Background:
- MicroRNA (miRNA) expression is crucial for biological processes, but understanding its regulation is limited by incomplete primary miRNA (pri-miRNA) transcript annotation.
- Most pri-miRNAs are long, low-abundance noncoding RNAs, poorly detected in standard RNA sequencing and transcriptome assemblies.
- The endoribonuclease DROSHA initiates miRNA biogenesis by processing pri-miRNAs, making these transcripts challenging to study.
Purpose of the Study:
- To develop an experimental and computational approach for genome-wide detection and mapping of pri-miRNA structures.
- To overcome limitations in current RNA-seq data and transcriptome assemblies for pri-miRNA characterization.
- To provide a comprehensive resource for studying mammalian miRNA gene organization and regulation.
Main Methods:
- Utilized deep RNA sequencing in cells engineered with dominant-negative DROSHA to enhance pri-miRNA transcript coverage.
- Developed a computational pipeline for accurate assembly and validation of pri-miRNA transcripts.
- Applied the approach to human and mouse cell lines for large-scale pri-miRNA mapping.
Main Results:
- Achieved significantly greater coverage of pri-miRNA transcripts compared to standard RNA-seq.
- Generated highly accurate pri-miRNA assemblies for a substantial number of human and mouse miRNAs.
- Identified 1291/1871 human and 888/1181 mouse pri-miRNA structures, including many outside protein-coding genes.
- Uncovered novel regulatory mechanisms, such as links between pri-miRNAs and distant genes, alternative splicing, and polycistronic transcripts.
Conclusions:
- The developed method dramatically expands the understanding of mammalian miRNA gene organization.
- Provides a valuable resource for the study of miRNA regulation and its role in physiology and pathophysiology.
- Highlights new potential regulatory mechanisms influencing miRNA expression.
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