Opioids, Polypharmacy, and Drug Interactions: A Technological Paradigm Shift Is Needed to Ameliorate the Ongoing Opioid Epidemic

被引:16
作者
Matos, Adriana [1 ]
Bankes, David L. [1 ]
Bain, Kevin T. [1 ,2 ]
Ballinghoff, Tyler [1 ]
Turgeon, Jacques [3 ]
机构
[1] Appl Precis Pharmacotherapy Inst, Tabula Rasa HealthCare, Moorestown, NJ 08057 USA
[2] Biophilia LLC, Swedesboro, NJ 08085 USA
[3] Precis Pharmacotherapy Res & Dev Inst, Tabula Rasa HealthCare, Orlando, FL 32827 USA
关键词
clinical decision support system; drug interaction; drug interaction software; opioid; polypharmacy; pharmacogenomics; CLINICAL DECISION-SUPPORT; OLDER-ADULTS; PRESCRIBING PATTERNS; CYTOCHROME-P450; 2D6; SEROTONIN SYNDROME; ECONOMIC-IMPACT; MEDICATION USE; CHRONIC PAIN; RISK; HEALTH;
D O I
10.3390/pharmacy8030154
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Polypharmacy is a common phenomenon among adults using opioids, which may influence the frequency, severity, and complexity of drug-drug interactions (DDIs) experienced. Clinicians must be able to easily identify and resolve DDIs since opioid-related DDIs are common and can be life-threatening. Given that clinicians often rely on technological aids-such as clinical decision support systems (CDSS) and drug interaction software-to identify and resolve DDIs in patients with complex drug regimens, this narrative review provides an appraisal of the performance of existing technologies. Opioid-specific CDSS have several system- and content-related limitations that need to be overcome. Specifically, we found that these CDSS often analyze DDIs in a pairwise manner, do not account for relevant pharmacogenomic results, and do not integrate well with electronic health records. In the context of polypharmacy, existing systems may encourage inadvertent serious alert dismissal due to the generation of multiple incoherent alerts. Future technological systems should minimize alert fatigue, limit manual input, allow for simultaneous multidrug interaction assessments, incorporate pharmacogenomic data, conduct iterative risk simulations, and integrate seamlessly with normal workflow.
引用
收藏
页数:19
相关论文
共 102 条
[1]   Evaluation of the performance of drug-drug interaction screening software in community and hospital pharmacies [J].
Abarca, J ;
Colón, LR ;
Wang, VS ;
Malone, DC ;
Murphy, JE ;
Armstrong, EP .
JOURNAL OF MANAGED CARE PHARMACY, 2006, 12 (05) :383-389
[2]   SMART on FHIR Genomics: facilitating standardized clinico-genomic apps [J].
Alterovitz, Gil ;
Warner, Jeremy ;
Zhang, Peijin ;
Chen, Yishen ;
Ullman-Cullere, Mollie ;
Kreda, David ;
Kohane, Isaac S. .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2015, 22 (06) :1173-1178
[3]  
American Pharmacist Association, 2014, OPIOIDCALC TOOL ADDR
[4]  
[Anonymous], 2018, FDA DRUG SAF COMM FD
[5]   Central Nervous System Medication Burden and Risk of Recurrent Serious Falls and Hip Fractures in Veterans Affairs Nursing Home Residents [J].
Aspinall, Sherrie L. ;
Springer, Sydney P. ;
Zhao, Xinhua ;
Cunningham, Francesca E. ;
Thorpe, Carolyn T. ;
Semla, Todd P. ;
Shorr, Ronald I. ;
Hanlon, Joseph T. .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2019, 67 (01) :74-80
[6]   Precision medication: An illustrative case series guiding the clinical application of multi-drug interactions and pharmacogenomics [J].
Bain, Kevin T. ;
McGain, David ;
Cicali, Emily J. ;
Knowlton, Calvin H. ;
Michaud, Veronique ;
Turgeon, Jacques .
CLINICAL CASE REPORTS, 2020, 8 (02) :305-312
[7]   Role of Opioid-Involved Drug Interactions in Chronic Pain Management [J].
Bain, Kevin T. ;
Knowlton, Calvin H. .
JOURNAL OF THE AMERICAN OSTEOPATHIC ASSOCIATION, 2019, 119 (12) :839-847
[8]   Medication Risk Mitigation Coordinating and Collaborating with Health Care Systems, Universities, and Researchers to Facilitate the Design and Execution of Practice-Based Research [J].
Bain, Kevin T. ;
Knowlton, Calvin H. ;
Turgeon, Jacques .
CLINICS IN GERIATRIC MEDICINE, 2017, 33 (02) :257-+
[9]   Association of a Novel Medication Risk Score with Adverse Drug Events and Other Pertinent Outcomes Among Participants of the Programs of All-Inclusive Care for the Elderly [J].
Bankes, David L. ;
Jin, Hubert ;
Finnel, Stephanie ;
Michaud, Veronique ;
Knowlton, Calvin H. ;
Turgeon, Jacques ;
Stein, Alan .
PHARMACY, 2020, 8 (02)
[10]   Medication-related problems encountered in the Program of All-Inclusive Care for the Elderly: An observational study [J].
Bankes, David L. ;
Amin, Nishita S. ;
Bardolia, Chandni ;
Awadalla, Michael S. ;
Knowlton, Calvin H. ;
Bain, Kevin T. .
JOURNAL OF THE AMERICAN PHARMACISTS ASSOCIATION, 2020, 60 (02) :319-327