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Population-Scale Sequencing Data Enable Precise Estimates of Y-STR Mutation Rates.
Thomas Willems1, Melissa Gymrek2, G David Poznik3
1New York Genome Center, New York, NY 10013, USA; Computational and Systems Biology Program, MIT, Cambridge, MA 02139, USA; Whitehead Institute for Biomedical Research, 9 Cambridge Center, Cambridge, MA 02139, USA.
American Journal of Human Genetics
|April 30, 2016
Summary
This study estimated mutation rates for thousands of Y chromosome short tandem repeats (STRs) using whole-genome sequencing and a novel algorithm. Findings reveal a high de novo mutation load, impacting genetic genealogy and forensics.
Area of Science:
- Genetics
- Genomics
- Population Genetics
Background:
- Short tandem repeats (STRs) are abundant in the human genome, but their mutation rates are largely unknown.
- Previous studies relied on limited methods, hindering comprehensive mutation rate estimation for most STRs.
Purpose of the Study:
- To estimate mutation rates for Y chromosome STRs (Y-STRs) using whole-genome sequencing data.
- To develop and validate a novel algorithm (MUTEA) for inferring STR mutation rates from population-scale data.
- To provide the largest collection of Y-STR mutation rates and identify factors influencing them.
Main Methods:
- Genotyped 4,500 Y-STRs using data from the 1000 Genomes Project and Simons Genome Diversity Project.
- Developed MUTEA, an algorithm inferring STR mutation rates from population-scale data via SNP-based phylogeny.
- Validated MUTEA and applied it to 702 polymorphic STRs across 222,000 meioses.
Main Results:
- Generated the largest dataset of Y-STR mutation rates to date.
- Identified determinants of STR mutation rates and developed a predictive model.
- Estimated a de novo STR mutation load of at least 75 per generation, comparable to other variant types.
- Identified Y-STRs applicable to forensics and genetic genealogy, and improved Y-chromosome differentiation.
Conclusions:
- Whole-genome sequencing and MUTEA provide a powerful approach for estimating STR mutation rates.
- The high de novo STR mutation load has significant implications for human genetic variation and evolution.
- Y-STRs have considerable utility in forensic science and genetic genealogy applications.
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