how to create (cases, controls, and NA) in a phenotype column based on IDs in another txt file

Hello, I am preparing a phenotype file for a GWAS.

I have a large 44k participant txt file (containing all cohort participants). Column1=FID, Column=IID, Coumn3=pseudoID I want to create a 4th column with my phenotype of interest (1=case, 0=control, NA=all other participants). I have 2 separate text files that contain just a column with the pseudoID for my controls and antother txt file for my cases.

(1) How do i create a header for the 4th column?

(2) How do i join the pseudoID from the separate control and case txt file to create a 0 or 1 as required in the 4th column.

(3) How do the remaining empty rows in the 4th column become NA?

I will be using Regenie for the GWAS. Any help would be appreciated. Thank you.

gwas

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written 4.0 years ago by julia.zollner •

You should include the first few lines from each file, and an example of what you want the outcome to look like.

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written 4.0 years ago by rpolicastro

44k participant file txt

FID IID Pseudo_ID
1 150023532 E78GJHI
1 150023457 E96GH25
1 150075826 E56HFT7 
1 150065943 EH87HN7
1 150034923 ENM8H53

Case txt

E78GJHI
ENM8H53

Control txt

E96GH25
EH87HN7

The expected output Phenotype File result

FID IID Pseudo_ID ICD_10
1 150023532 E78GJHI 1
1 150023457 E96GH25 0
1 150075826 E56HFT7 NA
1 150065943 EH87HN7 0
1 150034923 ENM8H5 1

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written 4.0 years ago by julia.zollner •

1 answer

add 1 to your cases.txt with sed 's/$/\t/' and sort on the first column. same for controls.

sort the 44k file on tab (assuming tab)

sort -t $'\t' -k3,3 44k.txt > sorted .txt

use join -t $'\t' -1 3 -2 1 sorted .txt cases_2.txt to join the cases. Do the same for the controls, see the option -v of join for the missing samples.

use awk 'BEGIN{printf("Header\n");} {print}' to add the header.

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written 4.0 years ago by Pierre Lindenbaum

Thank you so much for the suggestions. A couple of issues I am encountering.

When I sort the 44k tab txt file sort -t $'\t' -k3,3 44k.txt > sorted .txt
I get the header at the bottom. Not sure whether that is the issue for the following step. I have tried to fix unsuccessfully.

When i perform join -t $'\t' -1 3 -2 1 sorted .txt cases_2.txt the output looks like this:

E78GJHI 1      150023532      1 
ENM8H53 1      150034923      1

Anything I can do to fix this? thank you

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written 4.0 years ago by julia.zollner •