Variation in Tandem Repeat Loci Across the Human Genome
Author Information
Author(s): O'Dushlaine Colm T, Shields Denis C
Primary Institution: Royal College of Surgeons in Ireland
Hypothesis
Can a predictive model for tandem repeat variability be developed using whole genome shotgun sequences?
Conclusion
The study found that variability among tandem repeats in the genome can be modeled effectively, revealing patterns of excess and deficit in certain chromosomes.
Supporting Evidence
- Predicted heterozygosity correlated with heterozygosity in the CEPH polymorphism database.
- A multivariate logistic model accounted for 36% of the variation in the WGS data.
- Validation studies revealed high concordance with the model's predictions.
Takeaway
This study looks at how certain DNA sequences, called tandem repeats, can change a lot in different people, and it shows how we can predict these changes using computer models.
Methodology
A multivariate statistical model was applied to predict tandem repeat variability using whole genome shotgun data.
Potential Biases
False positives may arise from genome assembly artifacts and sequencing errors.
Limitations
The study acknowledges potential inaccuracies due to sequence errors and biased sampling in the WGS data.
Statistical Information
P-Value
p<0.0005
Statistical Significance
p<0.0005
Digital Object Identifier (DOI)
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