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miRDis: a Web tool for endogenous and exogenous microRNA discovery based on deep-sequencing data analysis
Hanyuan Zhang1, Bruno Vieira Resende E Silva1, Juan Cui1
1Systems Biology and Biomedical Informatics (SBBI) Laboratory, Department of Computer Science and Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA.
Briefings in Bioinformatics
|January 12, 2017
Summary
We developed microRNA Discovery (miRDis), a new pipeline for analyzing small RNA sequencing data to detect both endogenous and exogenous microRNAs (miRNAs). This tool can identify dietary miRNAs in host species, advancing research into their health implications.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- MicroRNAs (miRNAs) are increasingly recognized for their role in human health, particularly dietary miRNAs.
- Understanding cross-species miRNA transport is crucial for investigating their bioavailability and function.
- Small RNA sequencing is a key technology for miRNA discovery and studying exogenous miRNA presence.
Purpose of the Study:
- To introduce microRNA Discovery (miRDis), a novel bioinformatics pipeline for analyzing small RNA sequencing data.
- To enable the detection and quantification of both endogenous and exogenous miRNAs, including those from dietary sources.
- To provide a web service for comprehensive miRNA annotation and expression profiling.
Main Methods:
- Development of the miRDis analysis pipeline for small RNA sequencing data.
- Deployment of a web service for annotation, expression profiling, and detection of novel and exogenous miRNAs.
- Proof-of-concept analysis using human plasma sequencing data from a milk-feeding study.
Main Results:
- miRDis successfully detected endogenous and exogenous miRNAs in human plasma samples.
- Three bovine miRNAs (bta-miR-378, -181*, and -150) were identified in human plasma, suggesting dietary uptake.
- miRDis demonstrated superior performance in miRNA detection and quantification compared to existing tools.
Conclusions:
- miRDis is an effective tool for identifying exogenous miRNAs from dietary sources in host species.
- The findings support the potential for dietary miRNAs to be absorbed and detected in human circulation.
- miRDis advances the study of cross-species miRNA transport and its implications for health.
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