DocumentCode :
1989200
Title :
A model for cost effectiveness analysis of using genetic information of oral anticoagulation patients
Author :
Archetti, F. ; Giordani, I. ; Messina, E. ; Maccagnola, D. ; Ogliari, G. ; Mari, D.
Author_Institution :
DISCo, Univ. of Milano Bicocca, Milan, Italy
fYear :
2010
fDate :
18-20 Feb. 2010
Firstpage :
1
Lastpage :
6
Abstract :
Oral anticoagulation therapy, largely performed by warfarin-based drugs, is commonly used for patients with a high risk of blood clotting which can lead to stroke or thrombosis. The state of the patient, with respect to anticoagulation, is captured by the index INR, which is to be kept within a therapeutic range. The patient´s response is marked by high inter-individual and intertemporal variability, which can lead to serious adverse events. The food and drug administration´s adverse event reporting system indicated that warfarin is among the 10 top drugs for the adverse events reported during the 1990 and 2000 decades. Moreover in the last years genetic testing has been argued as a base to personalize dosing. For these reasons there is no widely agreed conclusion as to whether the net economic results, i.e. keeping the cost of testing into account, of the therapeutic improvement allowed by genetic testing are positive. In this paper the authors develop a model based on a decision tree to assess the cost-effectiveness of genotype based warfarin dosing. Clinical/therapeutical data inputs for the model have been derived from a database of nearly 4000 patients; among them 350 patients have been so far genotyped. Several scenarios have been simulated about the prevalence of major bleeding and their reduction rates that, following the literature, can be due to genotyped dosing.
Keywords :
decision trees; medical information systems; patient treatment; adverse event reporting system; blood clotting; cost effectiveness analysis; decision tree; genetic information; genotype based warfarin dosing; oral anticoagulation patients; oral anticoagulation therapy; stroke; therapeutic range; thrombosis; Blood; Coagulation; Costs; Databases; Decision trees; Drugs; Genetics; Information analysis; Medical treatment; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Health Care Management (WHCM), 2010 IEEE Workshop on
Conference_Location :
Venice
Print_ISBN :
978-1-4244-4997-2
Electronic_ISBN :
978-1-4244-4998-9
Type :
conf
DOI :
10.1109/WHCM.2010.5441249
Filename :
5441249
Link To Document :
بازگشت