Question: Eqtl Analysis In Plink
2
gravatar for Rossella
7.9 years ago by
Rossella370
Rossella370 wrote:

Hi, I am trying to perform an eQTL analysis using Plink. I consider the gene expression of a particular gene as a quantitative trait and run Plink with the following options --linear --genotypic --mperm 100 --mperm-save-all

According to Plink the first line of the assoc.linear.perm file should contain the stats for the original dataset while the following lines contain stats for permuted phenotypes. When I compare the assoc.linear file that contains p-values and statistics and the first line of the perm file I get different statistics and I don't understand why.

Does somebody know why there is a difference between the stats?

Thanks a lot in advance

plink snp • 4.0k views
ADD COMMENTlink written 7.9 years ago by Rossella370

I noticed this as well; the P values from association without permutation are from the Wald test (so say the docs). In principle the corresponding values in the permutation result should be the result of the same point-wise test, but in my results they differ slightly.

ADD REPLYlink written 7.9 years ago by David Quigley11k
1
gravatar for Larry_Parnell
7.9 years ago by
Larry_Parnell16k
Boston, MA USA
Larry_Parnell16k wrote:

I would not use PLINK - from what I hear from my colleagues. Take a look at http://www.plosgenetics.org/article/info%3Adoi%2F10.1371%2Fjournal.pgen.1002078 for a recent article on identifying eQTL associations in primary human liver samples.

ADD COMMENTlink written 7.9 years ago by Larry_Parnell16k
1

My reason to use Plink resides in the fact that I want to reproduce results found in a paper and then apply the same technique (which is considered state of the art) to my dataset. The problem is that I cannot easily understand the output given by Plink. I could code everything myself but that would take a lot of time.

ADD REPLYlink written 7.9 years ago by Rossella370
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