Question: Meaning of NA for LRR and BAF values estimated with GWASTools
gravatar for Vinicius Henrique da Silva
3.9 years ago by

I am estimating LRR and BAF value using the GWASTools package. After all steps, approximately 3% of LRR and 2% of BAF values turned into NA. What exactly must be the interpretation for those NA values? Must I assume a lack of signal or hybridization (just noise) for NA values?

gwastools na lrr baf • 792 views
ADD COMMENTlink modified 3.9 years ago by Stephanie M. Gogarten720 • written 3.9 years ago by Vinicius Henrique da Silva40
Answer: Meaning of NA for LRR and BAF values estimated with GWASTools
gravatar for Stephanie M. Gogarten
3.9 years ago by
University of Washington
Stephanie M. Gogarten720 wrote:

NA values are in LRR and BAF are probably due to poorly-performing SNPs or very low minor allele frequency. For a high quality SNP we expect to see well-defined clusters in intensity space (R vs Theta, which is a polar coordinate transformation of X and Y). The centers of the three clusters corresponding to AA, AB, and BB genotypes are used to define LRR and BAF for each sample (so the values for a given sample depend, in part, on the intensity values and genotype calls for all other samples). Figure 1 in this paper has an excellent illustration of how LRR and BAF are determined. BAFfromGenotypes will not attempt to calculate LRR and BAF if the number of genotype calls for AA, AB, or BB is less than min.n.genotypes (default 2). The lack of genotype calls can be due to poor clustering, which you could identify with a cluster plot (chromIntensityPlot in GWASTools). You could also have missing LRR and BAF values from some good SNPs with very low minor allele frequency, for example if you had only a few heterozygotes and zero or one minor homozygotes.

ADD COMMENTlink written 3.9 years ago by Stephanie M. Gogarten720
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