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Marked variation in predicted and observed variability of tandem repeat loci across the human genome.

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journal contribution
posted on 22.11.2019, 16:21 by Colm T. O'Dushlaine, Denis C. Shields

BACKGROUND: Tandem repeat (TR) variants in the human genome play key roles in a number of diseases. However, current models predicting variability are based on limited training sets. We conducted a systematic analysis of TRs of unit lengths 2-12 nucleotides in Whole Genome Shotgun (WGS) sequences to define the extent of variation of 209,214 unique repeat loci throughout the genome.

RESULTS: We applied a multivariate statistical model to predict TR variability. Predicted heterozygosity correlated with heterozygosity in the CEPH polymorphism database (correlation rho = 0.29, p < 0.0005) better than the correlation between the CEPH and WGS data (rho = 0.17), presumably because the model smoothes noise from small sample sizes. A multivariate logistic model of 8 parameters accounted for 36% of the variation in the WGS data. Validation studies of 70 experimentally investigated TRs revealed high concordance with the model's predictions (p < 0.0001).

CONCLUSION: Variability among 2-12-mer TRs in the genome can be modeled by a few parameters, which do not markedly differ according to unit length, consistent with a common mechanism for the generation of variability among such TRs. Analysis of the distributions of observed and predicted variants across the genome showed a general concordance, indicating that the repeat variation dataset does not exhibit strong regional ascertainment biases. This revealed a deficit of variant repeats in chromosomes 19 and Y - likely to reflect a reduction in 2-mer repeats in the former and a reduced level of recombination in the latter - and excesses in chromosomes 6, 13, 20 and 21.



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O'Dushlaine CT, Shields DC. Marked variation in predicted and observed variability of tandem repeat loci across the human genome. BMC Genomics. 2008;9:175.

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  • School of Pharmacy and Biomolecular Sciences