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Related Experiment Video

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Sample Preparation and Analysis of RNASeq-based Gene Expression Data from Zebrafish
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SEAweb: the small RNA Expression Atlas web application.

Raza-Ur Rahman1, Anna-Maria Liebhoff1, Vikas Bansal1,2

  • 1Institute of Medical Systems Biology, Center for Molecular Neurobiology, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany.

Nucleic Acids Research
|October 11, 2019
PubMed
Summary
This summary is machine-generated.

The Small RNA Expression Atlas (SEAweb) is a new tool for analyzing small RNA (sRNA) and pathogen expression across 10 organisms. It aids researchers in understanding sRNA function and diagnostic value in various diseases.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Molecular Biology

Background:

  • Small RNAs (sRNAs) play crucial roles in gene regulation and disease.
  • Understanding sRNA expression patterns across different organisms and conditions is vital.
  • Existing tools lack comprehensive, interactive analysis capabilities for sRNAs and pathogens.

Purpose of the Study:

  • To introduce SEAweb, a web application for interactive querying, visualization, and analysis of sRNAs.
  • To provide a platform for re-analysis of published and user-specific datasets.
  • To facilitate the discovery of sRNA functions and diagnostic biomarkers.

Main Methods:

  • Developed SEAweb, a web application integrating sRNA and pathogen expression data.
  • Incorporated data from over 4200 published samples across 10 organisms.
  • Enabled interactive visualization and re-analysis of differential expression and classification comparisons.

Main Results:

  • SEAweb successfully identified 591 tissue-specific microRNAs (miRNAs) across 29 tissues.
  • Detected known and novel bacterial and viral infections associated with various diseases.
  • Discovered a Parkinson's disease-specific blood biomarker signature using novel data.

Conclusions:

  • SEAweb offers a powerful, user-friendly interface for sRNA and pathogen expression analysis.
  • The tool enhances understanding of sRNA potential functions and diagnostic value.
  • SEAweb empowers researchers to explore sRNA patterns across tissues, diseases, and organisms.