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Detection of Copy Number Alterations Using Single Cell Sequencing
Published on: February 17, 2017
Analysis of segmental duplications via duplication distance
Crystal L Kahn1, Benjamin J Raphael
1Department of Computer Science, Brown University, Providence, RI, USA. clkahn@cs.brown.edu
We developed a new method, duplication distance, to trace the evolutionary history of segmental duplications in the human genome. This approach reveals how some duplications may have initiated the formation of many others.
Area of Science:
- Genomics
- Evolutionary Biology
- Bioinformatics
Background:
- Segmental duplications are prevalent in mammalian genomes, yet their evolutionary origins are not well understood.
- Analyzing complex segmental duplications is challenging due to their mosaic nature, comprising fragments from multiple other duplications.
Purpose of the Study:
- To introduce a novel computational method for analyzing the evolutionary relationships of segmental duplications.
- To investigate the origins and propagation of segmental duplications within the human genome.
Main Methods:
- Introduction of a novel measure: duplication distance.
- Development of an efficient algorithm to compute duplication distance.
- Application of the algorithm to analyze segmental duplications in the human genome.
Main Results:
- The duplication distance measure quantifies the minimum duplications needed to form a target string from a source string.
- Analysis revealed complex ancestral relationships between segmental duplications, including nested insertions.
- Identification of a small set of segmental duplications potentially acting as seeds for numerous others, supporting a two-step model.
Conclusions:
- The duplication distance method provides a powerful tool for dissecting the evolutionary history of complex genomic regions.
- Findings suggest a hierarchical model for the formation of segmental duplications, with specific elements initiating broader genomic changes.
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