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APTANI2: update of aptamer selection through sequence-structure analysis.

Jimmy Caroli1, Mattia Forcato1, Silvio Bicciato1

  • 1Department of Life Sciences, University of Modena and Reggio Emilia, Modena 41125, Italy.

Bioinformatics (Oxford, England)
|November 29, 2019
PubMed
Summary
This summary is machine-generated.

APTANI2 enhances aptamer selection from high-throughput sequencing data by analyzing sequence-structure relationships. This improved computational tool identifies target-specific aptamers with higher accuracy and usability.

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Area of Science:

  • Biotechnology
  • Bioinformatics
  • Computational Biology

Background:

  • Systematic Evolution of Ligands by Exponential Enrichment (SELEX) generates large aptamer candidate pools.
  • Selecting high-affinity, target-specific aptamers requires sophisticated computational analysis of sequence and structure data.
  • Existing tools may lack comprehensive features for ranking and structural motif identification.

Purpose of the Study:

  • To introduce APTANI2, an enhanced computational tool for aptamer selection.
  • To improve the accuracy and efficiency of identifying target-specific aptamers from SELEX data.
  • To provide advanced functionalities for sequence motif and secondary structure analysis.

Main Methods:

  • APTANI2 integrates sequence-structure analysis for aptamer selection.
  • A scoring system combines frequency and structural stability of predicted aptamer secondary structures.
  • Modules for in-depth motif investigation and a graphical user interface enhance usability and performance.

Main Results:

  • APTANI2 provides an optimized approach for aptamer selection compared to its predecessor.
  • The tool accurately ranks aptamers and identifies key structural motifs.
  • Enhanced modules and a user-friendly interface improve the overall performance and usability.

Conclusions:

  • APTANI2 represents a significant advancement in computational aptamer discovery.
  • The tool facilitates more effective selection of target-specific aptamers.
  • APTANI2 offers improved performance and enhanced analytical capabilities for researchers.