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Development of a Web-Based Clinical Decision Support System for Drug Prescription: Non-Interventional Naturalistic Description of the Antipsychotic Prescription Patterns in 4345 Outpatients and Future Applications

Authors :
Sofian Berrouiguet
Maria Luisa Barrigón
Sara A Brandt
Santiago Ovejero-García
Raquel Álvarez-García
Juan Jose Carballo
Philippe Lenca
Philippe Courtet
MEmind Study Group
Enrique Baca-García
Lab-STICC_TB_CID_DECIDE
Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC)
École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Télécom Bretagne-Institut Brestois du Numérique et des Mathématiques (IBNM)
Université de Brest (UBO)-Université européenne de Bretagne - European University of Brittany (UEB)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom [Paris] (IMT)-Centre National de la Recherche Scientifique (CNRS)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Télécom Bretagne-Institut Brestois du Numérique et des Mathématiques (IBNM)
Université de Brest (UBO)-Université européenne de Bretagne - European University of Brittany (UEB)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom [Paris] (IMT)-Centre National de la Recherche Scientifique (CNRS)
Département Logique des Usages, Sciences sociales et Sciences de l'Information (LUSSI)
Université européenne de Bretagne - European University of Brittany (UEB)-Télécom Bretagne-Institut Mines-Télécom [Paris] (IMT)
Hopital de Bohars - CHRU Brest (CHU - BREST )
Icahn School of Medicine at Mount Sinai [New York] (MSSM)
Neuropsychiatrie : recherche épidémiologique et clinique (PSNREC)
Université Montpellier 1 (UM1)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM)
Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance ( Lab-STICC )
École Nationale d'Ingénieurs de Brest ( ENIB ) -Université de Bretagne Sud ( UBS ) -Université de Brest ( UBO ) -Télécom Bretagne-Institut Brestois du Numérique et des Mathématiques ( IBNM )
Université de Brest ( UBO ) -Université européenne de Bretagne ( UEB ) -ENSTA Bretagne-Institut Mines-Télécom [Paris]-Centre National de la Recherche Scientifique ( CNRS ) -École Nationale d'Ingénieurs de Brest ( ENIB ) -Université de Bretagne Sud ( UBS ) -Université de Brest ( UBO ) -Télécom Bretagne-Institut Brestois du Numérique et des Mathématiques ( IBNM )
Université de Brest ( UBO ) -Université européenne de Bretagne ( UEB ) -ENSTA Bretagne-Institut Mines-Télécom [Paris]-Centre National de la Recherche Scientifique ( CNRS )
Département Logique des Usages, Sciences sociales et Sciences de l'Information ( LUSSI )
Université européenne de Bretagne ( UEB ) -Télécom Bretagne-Institut Mines-Télécom [Paris]
Hopital de Bohars - CHRU Brest ( CHU - BREST )
Department of Psychiatry (Hospital Universitario Fundacion Jimenez Diaz )
Department of Psychiatry (Icahn School of Medicine at Mount Sinai) ( ISMMS )
Department of Psychiatry (Hospital Universitario Rey Juan Carlos)
Neuropsychiatrie : recherche épidémiologique et clinique
Université Montpellier 1 ( UM1 ) -Institut National de la Santé et de la Recherche Médicale ( INSERM ) -Université de Montpellier ( UM )
MEmind Study Group (.)
Université Montpellier 1 (UM1)-Université de Montpellier (UM)-Institut National de la Santé et de la Recherche Médicale (INSERM)
Source :
PLoS ONE, Vol 11, Iss 10, p e0163796 (2016), PLoS ONE, PLoS ONE, Public Library of Science, 2016, 11 (10), pp.e0163796. ⟨10.1371/journal.pone.0163796⟩, PLoS ONE, Public Library of Science, 2016, pp.Art. 0163796-〈10.1371/journal.pone.0163796〉, Repositorio Institucional de la Consejería de Sanidad de la Comunidad de Madrid, Consejería de Sanidad de la Comunidad de Madrid
Publication Year :
2016
Publisher :
Public Library of Science (PLoS), 2016.

Abstract

International audience; PURPOSE: The emergence of electronic prescribing devices with clinical decision support systems (CDSS) is able to significantly improve management pharmacological treatments. We developed a web application available on smartphones in order to help clinicians monitor prescription and further propose CDSS. METHOD: A web application (www.MEmind.net) was developed to assess patients and collect data regarding gender, age, diagnosis and treatment. We analyzed antipsychotic prescriptions in 4345 patients attended in five Psychiatric Community Mental Health Centers from June 2014 to October 2014. The web-application reported average daily dose prescribed for antipsychotics, prescribed daily dose (PDD), and the PDD to defined daily dose (DDD) ratio. RESULTS: The MEmind web-application reported that antipsychotics were used in 1116 patients out of the total sample, mostly in 486 (44%) patients with schizophrenia related disorders but also in other diagnoses. Second generation antipsychotics (quetiapine, aripiprazole and long-acting paliperidone) were preferably employed. Low doses were more frequently used than high doses. Long acting paliperidone and ziprasidone however, were the only two antipsychotics used at excessive dosing. Antipsychotic polypharmacy was used in 287 (26%) patients with classic depot drugs, clotiapine, amisulpride and clozapine. CONCLUSIONS: In this study we describe the first step of the development of a web application that is able to make polypharmacy, high dose usage and off label usage of antipsychotics visible to clinicians. Current development of the MEmind web application may help to improve prescription security via momentary feedback of prescription and clinical decision support system.

Subjects

Subjects :
Male
[ SDV.MHEP.PSM ] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health
medicine.medical_treatment
lcsh:Medicine
Inappropriate Prescribing
Off-label use
Piperazines
Computer Applications
0302 clinical medicine
Outpatients
Medicine and Health Sciences
Antipsychotics
030212 general & internal medicine
lcsh:Science
[ INFO.INFO-RO ] Computer Science [cs]/Operations Research [cs.RO]
Multidisciplinary
Pharmaceutics
Drugs
[ SDV.SPEE ] Life Sciences [q-bio]/Santé publique et épidémiologie
[INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO]
Middle Aged
3. Good health
[ INFO.INFO-DB ] Computer Science [cs]/Databases [cs.DB]
Web-Based Applications
Female
[SDV.IB]Life Sciences [q-bio]/Bioengineering
Antipsychotic Agents
Research Article
medicine.drug
Adult
Computer and Information Sciences
medicine.medical_specialty
Adolescent
Community Mental Health Centers
Patients
Drug Prescriptions
Computer Software
Young Adult
03 medical and health sciences
Drug Therapy
[INFO.INFO-CY]Computer Science [cs]/Computers and Society [cs.CY]
Diagnostic Medicine
Electronic prescribing
Paliperidone Palmitate
Mental Health and Psychiatry
medicine
Humans
Paliperidone
Medical prescription
Psychiatry
Antipsychotic
Aged
Pharmacology
Polypharmacy
Internet
[INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB]
business.industry
lcsh:R
Decision Support Systems, Clinical
030227 psychiatry
Health Care
[ INFO.INFO-CY ] Computer Science [cs]/Computers and Society [cs.CY]
Thiazoles
Defined daily dose
[SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health
Emergency medicine
Schizophrenia
[SDV.SP.PHARMA]Life Sciences [q-bio]/Pharmaceutical sciences/Pharmacology
Quetiapine
[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie
lcsh:Q
business

Details

ISSN :
19326203
Volume :
11
Database :
OpenAIRE
Journal :
PLOS ONE
Accession number :
edsair.doi.dedup.....79ac9841ae725d8c017592f8de14d9d5
Full Text :
https://doi.org/10.1371/journal.pone.0163796