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Aptaligner: automated software for aligning pseudorandom DNA X-aptamers from next-generation sequencing data.

Emily Lu1, Miguel-Angel Elizondo-Riojas, Jeffrey T Chang

  • 1UTHealth Bioinformatics Service Center, ‡Center for Clinical and Translational Sciences, §School of Biomedical Informatics, ∥Brown Foundation Institute of Molecular Medicine for the Prevention of Human Diseases, ⊥Department of Nanomedicine and Biomedical Engineering, @School of Medicine, and #Department of Integrated Biology and Pharmacology, University of Texas Health Science Center , 6431 Fannin Street, Houston, Texas 77030, United States.

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Summary

New software, Aptaligner, improves DNA/RNA sequence alignment for specialized X-aptamers. It uses a novel approach to handle complex bases, enhancing next-generation sequencing analysis for aptamer discovery.

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Area of Science:

  • Biotechnology
  • Bioinformatics
  • Molecular Biology

Background:

  • Next-generation sequencing (NGS) of bead-based aptamer libraries faces challenges with traditional alignment software.
  • Specialty bases (W, X, Y, Z) in X-aptamers complicate accurate sequence alignment.

Purpose of the Study:

  • To develop an automated program for improved alignment of bead-based X-aptamer sequences.
  • To address the limitations of existing DNA/RNA alignment tools for complex aptamer libraries.

Main Methods:

  • Developed Aptaligner, an automated program utilizing the inherent design scheme of bead-based X-aptamers.
  • Implemented Markov modeling techniques for enhanced sequence alignment accuracy.
  • Incorporated features for length error and noise level cutoffs, parallel processing, and project sorting.

Main Results:

  • Aptaligner provides improved alignment for X-aptamers with specialty bases.
  • The software effectively handles the complexities introduced by special base encoding.
  • Parallelization enables efficient processing of large datasets from single chips.

Conclusions:

  • Aptaligner offers a significant advancement in analyzing NGS data from bead-based aptamer libraries.
  • The tool enhances the accuracy and efficiency of aptamer discovery and characterization.
  • This facilitates more robust research in fields utilizing aptamer technology.