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add script details
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Eilis Hannon committed Jan 9, 2025
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Expand Up @@ -17,6 +17,9 @@ Scripts rely on the following packages being installed
* IlluminaHumanMethylationEPICanno.ilm10b4.hg19
* lme4
* lmerTest
* doParallel
* devtools
* cdegUtilities

## Script Orientation

Expand All @@ -32,10 +35,12 @@ For example to run the **summariseDataset.r** script you might execute
| testCellComposition.r | path to project data folder where normalised dataset, containing normalised beta matrix (`celltypeNormbeta`) and phenotype matrix (`QCmetrics`) is within a folder called 3_normalised </ol></li> |
| testAgeAcceleration.r | Calculate epigenetic age for each sample and test against chronological age and age acceleration residuals against case control status | <ol><li> path to project data folder where normalised dataset, containing normalised beta matrix (`celltypeNormbeta`) and phenotype matrix (`QCmetrics`) is within a folder called 3_normalised </li><li> path to folder containing cs files with clock coefficients </ol></li> |
| lmWithinCT.r | Performs case control EWAS for a single cell type | <ol><li> path to project data folder where normalised dataset, containing normalised beta matrix (`celltypeNormbeta`) and phenotype matrix (`QCmetrics`) is within a folder called 3_normalised </li><li> Cell Type to be analysed </ol></li> |
| mlm.r | Performs case control EWAS across all cell types | <ol><li> path to project data folder where normalised dataset, containing normalised beta matrix (`celltypeNormbeta`) and phenotype matrix (`QCmetrics`) is within a folder called 3_normalised </ol></li> |
| summmariseWithinCTDMPs.r | Loads cell specific EWAS for all cell types and produces summary tables and plots | <ol><li> path to project data folder where normalised dataset, containing normalised beta matrix (`celltypeNormbeta`) and phenotype matrix (`QCmetrics`) is within a folder called 3_normalised </li><li> Path to folder where EPIC annotation files are stored </ol></li> |
| calcPowerinOtherCT.r | Performs power analysis for typical DMPs | <ol><li> path to project data folder where normalised dataset, containing normalised beta matrix (`celltypeNormbeta`) and phenotype matrix (`QCmetrics`) is within a folder called 3_normalised </li><li> Path to folder where EPIC annotation files are stored </ol></li> |


## Data Availablity
## Data Availability

Raw and processed DNA methylation data are available from GEO under accession number GSE279509.

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