Question: Imputation for genotyping data
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gravatar for dhwani2410
4.0 years ago by
dhwani24100
dhwani24100 wrote:

The imputation method used to impute genotype is usually used for GWAS data. Can this be used for genotyping data with small samples of 20 in number

gentyping imputation • 1.5k views
ADD COMMENTlink modified 4.0 years ago by Jimbou710 • written 4.0 years ago by dhwani24100
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gravatar for Jimbou
4.0 years ago by
Jimbou710
Germany
Jimbou710 wrote:

As inferred in this paper

In principle, a phasing algorithm should be able to “learn” about desirable phasing configurations for a given study individual by pooling information across the reference panel and all other individuals in the study, and the phasing accuracy should increase with the sample size; in standard practice, most imputation methods gain phasing information about each study individual only from the reference panel, and phasing accuracy does not depend on the size of the study sample.

I would say, it is generally possible. It could be that the accuracy is lower than using a higher sample size. Nevertheless, I suggest to run for example the Imput2 pipeline and check the quality afterwards (e.g. info and certainty score).

ADD COMMENTlink modified 4.0 years ago • written 4.0 years ago by Jimbou710
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