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| -# GeneticDeterminantsCovid19Vaxs |
| 1 | +# GeneticDeterminantsCovid19Vaxs |
| 2 | + |
| 3 | +**Background**: The impact of genetics on the heterogeneous immune response and risks of breakthrough infections remains unclear for the different COVID-19 vaccines. Understanding the role of genetic variants on humoral response and subsequent breakthrough outcomes is key to reveal mechanisms underlying vaccine effectiveness. |
| 4 | + |
| 5 | +**Objective**: To perform four genome wide association studies among vaccinated participants for COVID-19 vaccine antibody response and breakthrough outcomes. |
| 6 | + |
| 7 | +For more information: [LINK TO THE ARTICLE] |
| 8 | + |
| 9 | +# Running the analysis |
| 10 | +Previously, you must ensure that you have a directory "${folder directory}" with the following files: |
| 11 | + - breakthrough.rds [RDS file]: File with breakthrough information. Columns required include |
| 12 | + |
| 13 | + -> eid: individual identification |
| 14 | + -> event_dt: vaccination date |
| 15 | + -> case_control_index: if it was infected within 84 days after vaccination (Cases) // not infected within 84 days after vaccination (Control) |
| 16 | + -> breakthrough_infection_type: Omicron / No information (NA) / Pre_Omicron |
| 17 | + -> origin: if it was hospitalised (1) / not hospitalised (0) / no information (NA) |
| 18 | + |
| 19 | + - immune_response.tab [TAB FILE]: File with immune response information. Columns required include |
| 20 | + |
| 21 | + -> eid |
| 22 | + -> Antibody_test_result: Field 27981.0.0 from UK Biobank |
| 23 | + -> Date_antibody_test_performed: Field 27982.0.0 from UK Biobank |
| 24 | + -> Received_first_COVID19_vaccination: Field 27983.0.0 from UK Biobank |
| 25 | + -> Date_first_COVID19_vaccination: Field 27984.0.0 from UK Biobank |
| 26 | + -> Received_second_COVID19_vaccination: Field 27985.0.0 from UK Biobank |
| 27 | + -> Date_second_COVID19_vaccination: Field 27986.0.0 from UK Biobank |
| 28 | + -> Covid_antibody_test_results: Field 27990.0.0 from UK Biobank |
| 29 | + |
| 30 | + - ukb669864_covariates.csv [CSV file]: File with covariates information. Columns required include |
| 31 | + |
| 32 | + -> Sex: Field 31 from UK Biobank |
| 33 | + -> BMI: Field 21001.0.0 from UK Biobank |
| 34 | + -> PC1,...,PC10: Field 22009 from UK Biobank |
| 35 | + -> Year_of_birth: Field 34 from UK Biobank |
| 36 | + -> Genetic batch: Field 22000 from UK Biobank |
| 37 | + -> Caucasian: Field 22006 from UK Biobank |
| 38 | + -> sex_chromosome_aneuploidy: Field 22019 from UK Biobank |
| 39 | + -> kinship_to_other_participants: Field 22021 from UK Biobank |
| 40 | + -> genetic_sex: Field 22001 from UK Biobank |
| 41 | + |
| 42 | +Also, the following variables must be specified: |
| 43 | + |
| 44 | + -> dir_data <- "...": The path to the data directory. |
| 45 | + -> dir_ukb <- "...": The path where ukb files are |
| 46 | + |
| 47 | +The ukb directory must contain the file "ukb65397.tab", with the following columns: |
| 48 | + |
| 49 | + -> f.21001.0.0: Body mass index |
| 50 | + -> f.26410.0.0: Index of multiple deprivation (England) |
| 51 | + -> f.26427.0.0: Index of multiple deprivation (Scotland) |
| 52 | + -> f.26426.0.0: Index of multiple deprivation (Wales) |
| 53 | + -> f.26411.0.0: Incomde score (England) |
| 54 | + -> f.26428.0.0: Income score (Scotland) |
| 55 | + -> f.26418.0.0: Income score (Wales) |
| 56 | + -> f.26412.0.0: Employment score (England) |
| 57 | + -> f.26419.0.0: Employment score (Wales) |
| 58 | + -> f.26413.0.0: Health score (England) |
| 59 | + -> f.26430.0.0: Health score (Scotland) |
| 60 | + -> f.26420.0.0: Health score (Wales) |
| 61 | + -> f.26414.0.0: Education score (England) |
| 62 | + -> f.26421.0.0: Education score (Wales) |
| 63 | + -> f.26431.0.0: Education score (Scotland) |
| 64 | + -> f.26415.0.0: Housing score (England) |
| 65 | + -> f.26432.0.0: Housing score (Scotland) |
| 66 | + -> f.26423.0.0: Housing score (Wales) |
| 67 | + -> f.26416.0.0: Crime score (England) |
| 68 | + -> f.26434.0.0: Crime score (Scotland) |
| 69 | + |
| 70 | + |
| 71 | +Results will be saved into the dir_data directory, within a "Results" folder. For more instructions when runing the analysis, see CodeToRun.R |
| 72 | + |
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