The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy
Abstract Background Opioid use disorder (OUD) affects approximately 21.9 million people worldwide. This study aims to determine the association between age of onset of opioid use and comorbid disorders, both physical and psychiatric, in patients receiving methadone maintenance treatment (MMT) for OU...
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doaj-b8664d0611c24a5dacc8d00fa26e3b242020-11-24T22:20:27ZengBMCAddiction Science & Clinical Practice1940-06402017-03-011211710.1186/s13722-017-0074-0The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapyLeen Naji0Brittany Burns Dennis1Monica Bawor2Michael Varenbut3Jeff Daiter4Carolyn Plater5Guillaume Pare6David C. Marsh7Andrew Worster8Dipika Desai9James MacKillop10Lehana Thabane11Zainab Samaan12Michael Degroote School of Medicine, McMaster UniversitySt. George’s University of LondonSt. George’s University of LondonCanadian Addiction Treatment CentresCanadian Addiction Treatment CentresCanadian Addiction Treatment CentresDepartment of Clinical Epidemiology and Biostatistics, McMaster UniversityCanadian Addiction Treatment CentresCanadian Addiction Treatment CentresPopulation Genomic Program, Chanchalani Research Centre, McMaster UniversityPeter Boris Centre for Addictions ResearchDepartments of Pediatrics and Anesthesia, McMaster UniversityDepartment of Clinical Epidemiology and Biostatistics, McMaster UniversityAbstract Background Opioid use disorder (OUD) affects approximately 21.9 million people worldwide. This study aims to determine the association between age of onset of opioid use and comorbid disorders, both physical and psychiatric, in patients receiving methadone maintenance treatment (MMT) for OUD. Understanding this association may inform clinical practice about important prognostic factors of patients on MMT, enabling clinicians to identify high-risk patients. Methods This study includes data collected between June 2011 and August 2016 for the Genetics of Opioid Addiction research collaborative between McMaster University and the Canadian Addiction Treatment Centers. All patients were interviewed by trained health professionals using the Mini-International Neuropsychiatric Interview and case report forms. Physical comorbidities were verified using patients’ electronic medical records. A multi-variable logistic regression model was constructed to determine the strength of the association between age of onset of opioid use and the presence of physical or psychiatric comorbidity while adjusting for current age, sex, body mass index, methadone dose and smoking status. Results Data from 627 MMT patients with a mean age of 38.8 years (SD = 11.07) were analyzed. Individuals with an age of onset of opioid use younger than 18 years were found to be at higher odds for having a physical or psychiatric comorbid disorder compared to individuals with an age of onset of opioid use of 31 years or older (odds ratio 2.94, 95% confidence interval 1.20, 7.19, p = 0.02). A significant association was not found between the risk of having a comorbidity and an age of onset of opioid use between 18 and 25 years or 26 and 30 years, compared to an age of onset of opioid use of 31 years or older. Conclusion Our study demonstrates that the younger one begins to use opioids, the greater their chance of having a physical or psychiatric co-morbidity. Understanding the risk posed by an earlier onset of opioid use for the later development of comorbid disorders informs clinical practice about important prognostic predictors and aids in the identification of high-risk patients.http://link.springer.com/article/10.1186/s13722-017-0074-0Opioid use disorderRisk predictionSubstance useMethadoneOpioid substitution treatment |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Leen Naji Brittany Burns Dennis Monica Bawor Michael Varenbut Jeff Daiter Carolyn Plater Guillaume Pare David C. Marsh Andrew Worster Dipika Desai James MacKillop Lehana Thabane Zainab Samaan |
spellingShingle |
Leen Naji Brittany Burns Dennis Monica Bawor Michael Varenbut Jeff Daiter Carolyn Plater Guillaume Pare David C. Marsh Andrew Worster Dipika Desai James MacKillop Lehana Thabane Zainab Samaan The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy Addiction Science & Clinical Practice Opioid use disorder Risk prediction Substance use Methadone Opioid substitution treatment |
author_facet |
Leen Naji Brittany Burns Dennis Monica Bawor Michael Varenbut Jeff Daiter Carolyn Plater Guillaume Pare David C. Marsh Andrew Worster Dipika Desai James MacKillop Lehana Thabane Zainab Samaan |
author_sort |
Leen Naji |
title |
The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy |
title_short |
The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy |
title_full |
The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy |
title_fullStr |
The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy |
title_full_unstemmed |
The association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy |
title_sort |
association between age of onset of opioid use and comorbidity among opioid dependent patients receiving methadone maintenance therapy |
publisher |
BMC |
series |
Addiction Science & Clinical Practice |
issn |
1940-0640 |
publishDate |
2017-03-01 |
description |
Abstract Background Opioid use disorder (OUD) affects approximately 21.9 million people worldwide. This study aims to determine the association between age of onset of opioid use and comorbid disorders, both physical and psychiatric, in patients receiving methadone maintenance treatment (MMT) for OUD. Understanding this association may inform clinical practice about important prognostic factors of patients on MMT, enabling clinicians to identify high-risk patients. Methods This study includes data collected between June 2011 and August 2016 for the Genetics of Opioid Addiction research collaborative between McMaster University and the Canadian Addiction Treatment Centers. All patients were interviewed by trained health professionals using the Mini-International Neuropsychiatric Interview and case report forms. Physical comorbidities were verified using patients’ electronic medical records. A multi-variable logistic regression model was constructed to determine the strength of the association between age of onset of opioid use and the presence of physical or psychiatric comorbidity while adjusting for current age, sex, body mass index, methadone dose and smoking status. Results Data from 627 MMT patients with a mean age of 38.8 years (SD = 11.07) were analyzed. Individuals with an age of onset of opioid use younger than 18 years were found to be at higher odds for having a physical or psychiatric comorbid disorder compared to individuals with an age of onset of opioid use of 31 years or older (odds ratio 2.94, 95% confidence interval 1.20, 7.19, p = 0.02). A significant association was not found between the risk of having a comorbidity and an age of onset of opioid use between 18 and 25 years or 26 and 30 years, compared to an age of onset of opioid use of 31 years or older. Conclusion Our study demonstrates that the younger one begins to use opioids, the greater their chance of having a physical or psychiatric co-morbidity. Understanding the risk posed by an earlier onset of opioid use for the later development of comorbid disorders informs clinical practice about important prognostic predictors and aids in the identification of high-risk patients. |
topic |
Opioid use disorder Risk prediction Substance use Methadone Opioid substitution treatment |
url |
http://link.springer.com/article/10.1186/s13722-017-0074-0 |
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