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Case-control study developing Scottish Epilepsy Deaths Study Score to predict epilepsy-related death

Authors: Gashirai K Mbizvo; Christian Schnier; Colin R Simpson; Susan E Duncan; Richard F M Chin;

Case-control study developing Scottish Epilepsy Deaths Study Score to predict epilepsy-related death

Abstract

AbstractThis study aimed to develop a risk prediction model for epilepsy-related death in adults.In this age- and sex-matched case-control study, we compared adults (aged ≥16 years) who had epilepsy-related death between 2009 and 2016 to living adults with epilepsy in Scotland. Cases were identified from validated administrative national datasets linked to mortality records. ICD-10 cause-of-death coding was used to define epilepsy-related death. Controls were recruited from a research database and epilepsy clinics. Clinical data from medical records were abstracted and used to undertake univariable and multivariable conditional logistic regression to develop a risk prediction model consisting of four variables chosen a priori. A weighted sum of the factors present was taken to create a risk index—the Scottish Epilepsy Deaths Study Score. Odds ratios were estimated with 95% confidence intervals (CIs).Here, 224 deceased cases (mean age 48 years, 114 male) and 224 matched living controls were compared. In univariable analysis, predictors of epilepsy-related death were recent epilepsy-related accident and emergency attendance (odds ratio 5.1, 95% CI 3.2–8.3), living in deprived areas (odds ratio 2.5, 95% CI 1.6–4.0), developmental epilepsy (odds ratio 3.1, 95% CI 1.7–5.7), raised Charlson Comorbidity Index score (odds ratio 2.5, 95% CI 1.2–5.2), alcohol abuse (odds ratio 4.4, 95% CI 2.2–9.2), absent recent neurology review (odds ratio 3.8, 95% CI 2.4–6.1) and generalized epilepsy (odds ratio 1.9, 95% CI 1.2–3.0). Scottish Epilepsy Deaths Study Score model variables were derived from the first four listed before, with Charlson Comorbidity Index ≥2 given 1 point, living in the two most deprived areas given 2 points, having an inherited or congenital aetiology or risk factor for developing epilepsy given 2 points and recent epilepsy-related accident and emergency attendance given 3 points. Compared to having a Scottish Epilepsy Deaths Study Score of 0, those with a Scottish Epilepsy Deaths Study Score of 1 remained low risk, with odds ratio 1.6 (95% CI 0.5–4.8). Those with a Scottish Epilepsy Deaths Study Score of 2–3 had moderate risk, with odds ratio 2.8 (95% CI 1.3–6.2). Those with a Scottish Epilepsy Deaths Study Score of 4–5 and 6–8 were high risk, with odds ratio 14.4 (95% CI 5.9–35.2) and 24.0 (95% CI 8.1–71.2), respectively.The Scottish Epilepsy Deaths Study Score may be a helpful tool for identifying adults at high risk of epilepsy-related death and requires external validation.

Country
United Kingdom
Related Organizations
Keywords

Adult, Male, Epilepsy, Scotland, Risk Factors, Case-Control Studies, Humans, Original Article, Epilepsy, Generalized, Middle Aged

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
10
Top 10%
Average
Top 10%
Green
hybrid