1. The phenotype file was downloaded from UK Biobank by the project PI as instructed in the data accessibility email.
2. All of the utilities from the UK Biobank download page were retrieved.
3. The key, k1234.key was saved from the PI's email.
4. This command was run to decrypt the downloaded phenotype file

$ ./ukb_unpack ukb1234.enc k1234.key

which produced the file ukb1234.enc_ukb

1. Once decrypted, the following commands were run to extract the data into useful formats

$ ./ukb_conv ukb1234.enc_ukb bulk -eencoding.ukb $ ./ukb_conv ukb1234.enc_ukb docs -eencoding.ukb $ ./ukb_conv ukb1234.enc_ukb r -eencoding.ukb

1. bulk is a list of IDs for use with the ukbfetch utility
2. docs produces an html file containing documentation of the variables in this dataset
3. r produces a tab deliminated file and an R script for labeling and putting levels on the variables.

1. Genetic data is downloaded following the instructions at the UK Biobank site.
2. Scripted downloads of all chromosomes were done using a command such as

$ seq 1 26 | parallel -j1 ./gfetch cal {} $ seq 1 26 | parallel -j1 ./gfetch imp {}

1. A single sample map (impv1.sample) for the imputed data also was downloaded

$ ./gfetch imp 1 -m

We identified lists of individuals and positions to exclude from information in the UKB data and in the Axiom Array unimputed genotypes.

1. A very brief overveiw of QC steps can be found in this .pptx file2020_04_22_ukb_qc.pptx.
2. All files can be found on RC at: /work/KellerLab/UKBiobank/genetics/raw/Quality_Control
3. UKB and Affymetrix performed a number of QC analyses to exclude questionable positions and identify individual samples. Additional pdfs from the UKBiobank are found within /work/KellerLab/UKBiobank/genetics/raw/Quality_Control/UK_Biobank_Axiom_Array
4. Additional Affymetrix and UKB information can be found on their websites:

UK Biobank Axiom Array, UKB-Genetics Archive

1. A list of 1068 individuals to exclude is in Exclude_individuals.poorQC.UKB_Affy_sex.id on RC.
2. A list of 8010 positions to exclude is in duplicate.positions.excludesnps.txt on RC.
3. A README.txt file located on RC contains the steps used and additional information.