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SCN1A-Epilepsy-Prediction-Model

R script to replicate results from Brunklaus et al, 2022 paper Development and Validation of a Prediction Model for Early Diagnosis of SCN1A-related Epilepsies". Neurology. 2022 Jan 24. PMID: 35074891 DOI: 10.1212/WNL.0000000000200028

Simply run the entire R code and replicate all the results described in the manuscript. Make sure you have the input files in your local directory:

  • SCN1A_Training_Cohort.txt
  • SCN1A_Validation_Cohort_1.txt
  • SCN1A_Validation_Cohort_2.txt

For reference, the expected results and output files are provided in the Example folder.

To directly use the prediction model please refer to the http://scn1a-prediction-model.broadinstitute.org/ webtool. Here you will be able to evaluate all possible missense and protein truncating variants found within the SCN1A gene.

Thanks! Do not hesitate to contact us in case ou have any questions, comments or suggestions.

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R Pipeline from Brunklaus et al, 2021 paper entitled "Development and Validation of a Prediction Model for Early Diagnosis of SCN1A-related Epilepsies"

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