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Updated: Sep 8, 2025

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Multiplexed Analysis of Retinal Gene Expression and Chromatin Accessibility Using scRNA-Seq and scATAC-Seq
Published on: March 12, 2021
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Dissecting ncRNA pathways and omics integration.
1Department of Biochemistry, College of Science, Evangel University, Akaeze, Ebonyi State, Nigeria; Afrilscrna.org; Bioclues.org, Hayatnagar, Hyderabad, India.
Progress in Molecular Biology and Translational Science
|June 21, 2025
Summary
Non-coding RNAs (ncRNAs), including miRNAs, siRNAs, and lncRNAs, are crucial for gene regulation and cellular processes. Integrating omics technologies with ncRNA research offers potential for personalized medicine and novel therapeutics.
Area of Science:
- Molecular Biology
- Genetics
- Bioinformatics
Background:
- Non-coding RNAs (ncRNAs) play critical roles in gene regulation and cellular functions.
- Key ncRNA types like microRNAs (miRNAs), small interfering RNAs (siRNAs), and long non-coding RNAs (lncRNAs) are involved in gene regulation and disease.
- Understanding ncRNA biogenesis, processing, and mechanisms (e.g., RNA interference, gene silencing) is essential.
Purpose of the Study:
- To explore the diverse functions and mechanisms of ncRNAs in gene regulation.
- To highlight the significance of ncRNAs in various cellular processes and diseases.
- To emphasize the impact of omics technologies and data integration on ncRNA research.
Main Methods:
- Review of ncRNA types (miRNAs, siRNAs, lncRNAs), their biogenesis, and functional pathways.
- Discussion of regulatory roles in chromatin remodeling, transcription, and post-transcriptional processes.
- Exploration of omics technologies (genomics, transcriptomics, proteomics, epigenomics) and bioinformatics tools for ncRNA analysis.
Main Results:
- ncRNAs significantly impact gene regulation at multiple levels.
- Omics technologies enable comprehensive analysis and discovery of novel ncRNA functions.
- Integration of multi-omics data reveals complex ncRNA networks and systems biology insights.
Conclusions:
- Addressing technical and computational challenges in ncRNA research is vital for future advancements.
- ncRNA research, particularly lncRNA applications, holds significant promise for personalized medicine and therapeutics.
- The integration of ncRNA pathways and omics data is crucial for developing innovative treatment strategies.
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