TY - JOUR
T1 - Survival analysis of geospatial factors in the Irish ALS cohort
AU - Rooney, James
AU - Heverin, Mark
AU - Vajda, Alice
AU - Burke, Tom
AU - Galvin, Miriam
AU - Tobin, Katy
AU - Elamin, Marwa
AU - Staines, Anthony
AU - Hardiman, Orla
N1 - Publisher Copyright:
© 2016 World Federation of Neurology on behalf of the Research Group on Motor Neuron Diseases.
PY - 2016/11/16
Y1 - 2016/11/16
N2 - Variations in environmental risk factors potentially influence incidence and progression in complex multifactorial diseases. Few studies have examined the association of survival in amyotrophic lateral sclerosis (ALS) with environmental geospatial variables. Here we use data from the Irish ALS cohort to perform such an analysis. Geographic data sources were used to generate small area values for four geospatial variables (population density, social deprivation, distance to coast, and distance to ALS multidisciplinary (MDT) clinic) for each ALS case on the Irish ALS register. These were combined with follow-up data and used as covariates in Royston-Parmar regression survival analysis including age of onset, site of onset, diagnostic delay, riluzole prescription and MDT clinic attendance as covariates. One thousand, two hundred and thirty-two patients with median survival of 2.31 years from disease onset were included. After addition of the individual geospatial variables in turn, none of the four variables was found to be associated with survival with a p-value <0.05. The results may reflect the public healthcare system that provides riluzole prescription and access to the MDT to all patients free of charge, and is also congruent with our recent finding that social deprivation is not associated with ALS incidence in Ireland.
AB - Variations in environmental risk factors potentially influence incidence and progression in complex multifactorial diseases. Few studies have examined the association of survival in amyotrophic lateral sclerosis (ALS) with environmental geospatial variables. Here we use data from the Irish ALS cohort to perform such an analysis. Geographic data sources were used to generate small area values for four geospatial variables (population density, social deprivation, distance to coast, and distance to ALS multidisciplinary (MDT) clinic) for each ALS case on the Irish ALS register. These were combined with follow-up data and used as covariates in Royston-Parmar regression survival analysis including age of onset, site of onset, diagnostic delay, riluzole prescription and MDT clinic attendance as covariates. One thousand, two hundred and thirty-two patients with median survival of 2.31 years from disease onset were included. After addition of the individual geospatial variables in turn, none of the four variables was found to be associated with survival with a p-value <0.05. The results may reflect the public healthcare system that provides riluzole prescription and access to the MDT to all patients free of charge, and is also congruent with our recent finding that social deprivation is not associated with ALS incidence in Ireland.
KW - ALS
KW - environment
KW - geospatial variables
KW - prognosis
KW - spatial epidemiology
KW - survival
UR - https://www.scopus.com/pages/publications/84965028546
U2 - 10.1080/21678421.2016.1179326
DO - 10.1080/21678421.2016.1179326
M3 - Article
C2 - 27145090
AN - SCOPUS:84965028546
SN - 2167-8421
VL - 17
SP - 555
EP - 560
JO - Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
JF - Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
IS - 7-8
ER -