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AmplificationTimeR: an R package for timing sequential amplification events.

G Maria Jakobsdottir1,2, Stefan C Dentro3,2, Robert G Bristow1,4,2

  • 1Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PL, United Kingdom.

Bioinformatics (Oxford, England)
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Summary
This summary is machine-generated.

AmplificationTimeR accurately times higher-level copy number gains and infers the order of genomic events, extending existing methods for timing focal amplifications.

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Area of Science:

  • Genomics
  • Computational Biology
  • Cancer Research

Background:

  • Limited methods exist for timing individual amplification events in focal genomic regions.
  • Current techniques are restricted in the copy number states they can analyze.

Purpose of the Study:

  • To introduce AmplificationTimeR, a novel method for timing higher-level copy number gains.
  • To infer the most parsimonious order of genomic events, including single gains and whole genome duplication.

Main Methods:

  • AmplificationTimeR extends established approaches for timing genomic gains.
  • The method analyzes regions with both single gains and whole genome duplication.

Main Results:

  • AmplificationTimeR can time a broader range of copy number states.
  • Results are comparable to existing methods for overlapping copy number states.

Conclusions:

  • AmplificationTimeR provides a robust tool for analyzing complex genomic amplifications.
  • The R package is freely available for researchers.