1
|
Eum S, Vernacchia NP, Doughty N, Mehrzad S, Talal AH, Chalabianloo F, Kharasch ED. Methadone metabolism and cytochrome P450 polymorphisms: a systematic review and meta-analysis. Expert Opin Drug Metab Toxicol 2024:1-16. [PMID: 39607043 DOI: 10.1080/17425255.2024.2432664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 11/05/2024] [Indexed: 11/29/2024]
Abstract
INTRODUCTION Confusion regarding methadone metabolism exists, hampering optimal clinical use. A systematic review was conducted to assess the impacts of cytochrome P450 (CYP) genetic polymorphisms on methadone outcomes. METHODS MEDLINE, EMBASE, Web of Science, PsycINFO, and CENTRAL were searched to identify studies reporting methadone dose-adjusted plasma concentrations, clearance, maintenance dose, or treatment response in relation to CYP polymorphisms in humans. ROBINS-I was used to evaluate risk of bias in included studies. Each outcome was synthesized for each CYP using the ratio of means or odds ratio as the effect size measure. RESULTS Ten, two, fourteen, and five studies were included in the meta-analyses of the concentration, clearance, dose, and treatment response, respectively. The CYP2B6 c.516 G>T variant was robustly associated with (S)-methadone concentrations (GT+TTvs.GG: ratio of means (RoM) 1.40, p < 0.01) and clearance (GT+TTvs.GG: RoM 0.65, p < 0.01) but less with (R)- or (R,S)-methadone. The CYP2B6 variant also affected methadone dose for opioid use disorder (GT+TTvs.GG: RoM 0.93, p = 0.04). CYP2C19, CYP2C9, CYP2D6, and CYP3A5 polymorphisms did not influence any of the assessed outcomes. CONCLUSIONS CYP2B6 genetics had statistically significant impacts on (S)-methadone and less so on (R)-methadone exposure and clearance and was statistically significantly but not clinically meaningfully associated with dose requirements.
Collapse
Affiliation(s)
- Seenae Eum
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Nicholas P Vernacchia
- Department of Pharmacogenomics, School of Pharmacy, Shenandoah University, Fairfax, VA, USA
| | - Nia Doughty
- Department of Pharmacogenomics, School of Pharmacy, Shenandoah University, Fairfax, VA, USA
| | - Sahar Mehrzad
- Department of Pharmacogenomics, School of Pharmacy, Shenandoah University, Fairfax, VA, USA
| | - Andrew H Talal
- Department of Medicine, School of Medicine & Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Fatemeh Chalabianloo
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
- Norwegian Research Center for Agonist Treatment of Substance Use Disorders, Bergen Addiction Research, Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway
| | - Evan D Kharasch
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
| |
Collapse
|
2
|
Karavitaki N, Bettinger JJ, Biermasz N, Christ-Crain M, Gadelha MR, Inder WJ, Tsourdi E, Wakeman SE, Zatelli M. Exogenous Opioids and the Human Endocrine System: An Endocrine Society Scientific Statement. Endocr Rev 2024:bnae023. [PMID: 39441725 DOI: 10.1210/endrev/bnae023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Indexed: 10/25/2024]
Abstract
The use and misuse of opioids are a growing global problem. Although the effects of these drugs on the human endocrine system have been studied for decades, attention on their related clinical consequences, particularly on the hypothalamic-pituitary system and bone health, has intensified over recent years. This Statement appraises research data related to the impact of opioids on the gonadal and adrenal function. Whereas hypogonadism is well recognized as a side effect of opioids, the significance of their inhibitory actions on the hypothalamic-pituitary-adrenal system and the occurrence of clinically relevant adrenal insufficiency is not fully elucidated. The often-inconsistent results of studies investigating how opioids affect the secretion of GH, prolactin, arginine vasopressin, and oxytocin are assessed. The accumulating evidence of opioid actions on bone metabolism and their negative sequelae on bone mineral density and risk of fracture are also reviewed. In each section, available data on diagnostic and management approaches for opioid endocrine sequelae are described. This Statement highlights a plethora of gaps in research associated with the effects and clinical consequences of opioids on the endocrine system. It is anticipated that addressing these gaps will improve the care of people using or misusing opioids worldwide. The Statement is not intended to serve as a guideline or dictate treatment decisions.
Collapse
Affiliation(s)
- Niki Karavitaki
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TT, UK
- Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK
| | - Jeffrey J Bettinger
- Pain Management and Addiction Medicine, Saratoga Hospital Medical Group, Saratoga Springs, NY 12866, USA
| | - Nienke Biermasz
- Department of Internal Medicine, Division of Endocrinology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Mirjam Christ-Crain
- Department of Endocrinology, Diabetes and Metabolism, University Hospital Basel, 4031 Basel, Switzerland
- Department of Clinical Research, University of Basel, CH-4031 Basel, Switzerland
| | - Monica R Gadelha
- Endocrine Unit and Neuroendocrinology Research Center, Medical School and Hospital Universitário Clementino Fraga Filho-Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, 21941-913, Brazil
| | - Warrick J Inder
- Department of Diabetes and Endocrinology, Princess Alexandra Hospital, Brisbane, Queensland, QLD 4102, Australia
- Medical School, The University of Queensland, Brisbane, Queensland, QLD 4006, Australia
| | - Elena Tsourdi
- Department of Medicine III, Technische Universität Dresden, Dresden 01307, Germany
- Center for Healthy Aging, Technische Universität Dresden, Dresden 01307, Germany
| | - Sarah E Wakeman
- Massachusetts General Hospital, Program for Substance Use and Addiction Service, Mass General Brigham, Harvard Medical School, Boston, MA 02114, USA
| | - Maria Zatelli
- Section of Endocrinology, Geriatrics and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara 44100, Italy
| |
Collapse
|
3
|
Rosendo LM, Rosado T, Zandonai T, Rincon K, Peiró AM, Barroso M, Gallardo E. Opioid Monitoring in Clinical Settings: Strategies and Implications of Tailored Approaches for Therapy. Int J Mol Sci 2024; 25:5925. [PMID: 38892112 PMCID: PMC11173075 DOI: 10.3390/ijms25115925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 05/25/2024] [Accepted: 05/27/2024] [Indexed: 06/21/2024] Open
Abstract
This review emphasises the importance of opioid monitoring in clinical practice and advocates for a personalised approach based on pharmacogenetics. Beyond effectively managing pain, meticulous oversight is required to address concerns about side effects, specially due to opioid-crisis-related abuse and dependence. Various monitoring techniques, along with pharmacogenetic considerations, are critical for personalising treatment and optimising pain relief while reducing misuse and addiction risks. Future perspectives reveal both opportunities and challenges, with advances in analytical technologies holding promise for increasing monitoring efficiency. The integration of pharmacogenetics has the potential to transform pain management by allowing for a precise prediction of drug responses. Nevertheless, challenges such as prominent pharmacogenetic testing and guideline standardisation persist. Collaborative efforts are critical for transforming scientific advances into tangible improvements in patient care. Standardised protocols and interdisciplinary collaboration are required to ensure consistent and evidence-based opioid monitoring. Future research should look into the long-term effects of opioid therapy, as well as the impact of genetic factors on individual responses, to help guide personalised treatment plans and reduce adverse events. Lastly, embracing innovation and collaboration can improve the standard of care in chronic pain management by striking a balance between pain relief and patient safety.
Collapse
Affiliation(s)
- Luana M. Rosendo
- Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior (CICS-UBI), 6200-506 Covilhã, Portugal;
- Laboratório de Fármaco-Toxicologia, UBIMedical, Universidade da Beira Interior, EM506, 6200-000 Covilhã, Portugal
| | - Tiago Rosado
- Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior (CICS-UBI), 6200-506 Covilhã, Portugal;
- Laboratório de Fármaco-Toxicologia, UBIMedical, Universidade da Beira Interior, EM506, 6200-000 Covilhã, Portugal
- Centro Académico Clínico das Beiras (CACB), Grupo de Problemas Relacionados com Toxicofilias, 6200-000 Covilhã, Portugal
| | - Thomas Zandonai
- Pharmacogenetic Unit, Clinical Pharmacology Department, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, 03010 Alicante, Spain; (T.Z.); (K.R.); (A.M.P.)
- Addiction Science Lab, Department of Psychology and Cognitive Science, University of Trento, 38060 Trento, Italy
- Department of Pharmacology, Paediatrics and Organic Chemistry, Miguel Hernandez University of Elche, 03550 Alicante, Spain
| | - Karem Rincon
- Pharmacogenetic Unit, Clinical Pharmacology Department, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, 03010 Alicante, Spain; (T.Z.); (K.R.); (A.M.P.)
- Clinical Pharmacology Unit, Department of Health of Alicante, University General Hospital Dr. Balmis, 03010 Alicante, Spain
| | - Ana M. Peiró
- Pharmacogenetic Unit, Clinical Pharmacology Department, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, 03010 Alicante, Spain; (T.Z.); (K.R.); (A.M.P.)
- Department of Pharmacology, Paediatrics and Organic Chemistry, Miguel Hernandez University of Elche, 03550 Alicante, Spain
- Clinical Pharmacology Unit, Department of Health of Alicante, University General Hospital Dr. Balmis, 03010 Alicante, Spain
| | - Mário Barroso
- Serviço de Química e Toxicologia Forenses, Instituto Nacional de Medicina Legal e Ciências Forenses-Delegação do Sul, 1169-201 Lisboa, Portugal;
| | - Eugenia Gallardo
- Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior (CICS-UBI), 6200-506 Covilhã, Portugal;
- Laboratório de Fármaco-Toxicologia, UBIMedical, Universidade da Beira Interior, EM506, 6200-000 Covilhã, Portugal
- Centro Académico Clínico das Beiras (CACB), Grupo de Problemas Relacionados com Toxicofilias, 6200-000 Covilhã, Portugal
| |
Collapse
|
4
|
Thaulow CH, Helland A, Kongsgaard UE, Høiseth G. Oxycodone, Morphine, and Fentanyl in Patients With Chronic Pain: Proposal of Dose-Specific Concentration Ranges. Ther Drug Monit 2023; 45:777-785. [PMID: 37296504 DOI: 10.1097/ftd.0000000000001112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 03/22/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Interpreting opioid concentrations is challenging because of the lack of reference ranges. Therefore, the authors aimed to propose dose-specific concentration ranges in serum for oxycodone, morphine, and fentanyl in patients with chronic pain, based on concentration measurements from a large number of patients and supported by theoretical pharmacokinetic calculations and previously published concentrations. METHODS The opioid concentrations in patients undergoing therapeutic drug monitoring (TDM) for various indications (TDM group) and patients with cancer (cancer group) were investigated. Patients were divided based on the daily opioid doses, and the 10th and 90th percentiles of the concentrations in each dose interval were evaluated. In addition, the expected average serum concentrations were calculated for each dose interval based on published pharmacokinetic data, and a targeted literature search for previously reported dose-specific concentrations was performed. RESULTS The opioid concentrations in 1054 patient samples were included: 1004 in the TDM group and 50 in the cancer group. In total, 607 oxycodone, 246 morphine, and 248 fentanyl samples were evaluated. The authors proposed dose-specific concentration ranges based mainly on 10th-90th percentiles of the concentrations measured in patient samples, whereas the calculated average concentrations and previously published concentrations were used to adjust the ranges. In general, results from calculations and concentrations retrieved from previous literature were within the 10th-90th percentiles of concentrations from patient samples. However, the lowest calculated average concentrations of fentanyl and morphine were below the 10th percentiles of patient samples in all dose groups. CONCLUSIONS The proposed dose-specific ranges may be useful for interpreting steady-state opioid serum concentrations in clinical and forensic settings.
Collapse
Affiliation(s)
- Cecilie Hasselø Thaulow
- Division of Laboratory Medicine, Department of Forensic Sciences, Oslo University Hospital, Oslo
| | - Arne Helland
- Department of Clinical Pharmacology, St. Olavs University Hospital
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim
| | - Ulf Erik Kongsgaard
- Division of Emergencies and Critical Care, Department of Anesthesiology, Oslo University Hospital
- Institute of Clinical Medicine, Medical Faculty, University of Oslo; and
| | - Gudrun Høiseth
- Division of Laboratory Medicine, Department of Forensic Sciences, Oslo University Hospital, Oslo
- Institute of Clinical Medicine, Medical Faculty, University of Oslo; and
- Center for Psychopharmacology, Diakonhjemmet Hospital, Oslo, Norway
| |
Collapse
|
5
|
Mapira NL, Thelingwani RS, Chikwambi Z, Kuona P, Masimirembwa C. Pharmacogenetics of pain management in Zimbabwean patients with sickle cell disease. Pharmacogenomics 2023; 24:359-369. [PMID: 37248824 PMCID: PMC10318569 DOI: 10.2217/pgs-2023-0045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 05/09/2023] [Indexed: 05/31/2023] Open
Abstract
Background: Pain is a common cause of hospitalization in sickle cell disease (SCD) patients. Failure to effectively control pain remains a challenge in patient care. Materials & methods: The authors conducted a cross-sectional study to determine the effect of CYP2D6 and UGT2B7 polymorphisms on pain management in 106 Zimbabwean SCD patients. Participant information was collected on a questionnaire. Genotyping was conducted using the GenoPharm® pharmacogenomics open array panel containing CYP2D6 and UGT genetic variants implicated in opioid response. Results: The reduced function alleles CYP2D6*17 and *29 had high frequencies of 15.9% and 12.9%, respectively. UGT2B7 rs73823859 showed a statistically significant correlation with pain levels (p = 0.0454). Conclusion: This study demonstrated the role of UGT2B7 polymorphism in SCD patient pain management.
Collapse
Affiliation(s)
- Nyasha Lorraine Mapira
- Department of Genomic Medicine, African Institute of Biomedical Science & Technology (AiBST), 911 Boronia Township, Beatrice, Zimbabwe
- Department of Biotechnology, Chinhoyi University of Technology, Private Bag 7724, Chinhoyi, Zimbabwe
| | - Roslyn Stella Thelingwani
- Department of Genomic Medicine, African Institute of Biomedical Science & Technology (AiBST), 911 Boronia Township, Beatrice, Zimbabwe
| | - Zedias Chikwambi
- Department of Genomic Medicine, African Institute of Biomedical Science & Technology (AiBST), 911 Boronia Township, Beatrice, Zimbabwe
- Department of Biotechnology, Chinhoyi University of Technology, Private Bag 7724, Chinhoyi, Zimbabwe
| | - Patience Kuona
- Child Adolescent Health Unit, Department of Primary Health Care, Faculty of Medicine & Health Sciences, University of Zimbabwe, Harare, Zimbabwe
| | - Collen Masimirembwa
- Department of Genomic Medicine, African Institute of Biomedical Science & Technology (AiBST), 911 Boronia Township, Beatrice, Zimbabwe
- Sydney Brenner Institute for Molecular Bioscience (SBIMB), University of the Witwatersrand, Johannesburg, Gauteng, 2000, South Africa
| |
Collapse
|
6
|
Magarbeh L, Gorbovskaya I, Le Foll B, Jhirad R, Müller DJ. Reviewing pharmacogenetics to advance precision medicine for opioids. Biomed Pharmacother 2021; 142:112060. [PMID: 34523422 DOI: 10.1016/j.biopha.2021.112060] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 08/14/2021] [Accepted: 08/16/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Adequate opioid prescribing is critical for therapeutic success of pain management. Despite the widespread use of opioids, optimized opioid therapy remains unresolved with risk of accidental lethal overdosing. With the emergence of accumulating evidence linking genetic variation to opioid response, pharmacogenetic based treatment recommendations have been proposed. OBJECTIVE The aim of this review is to evaluate pharmacogenetic evidence and provide an overview on genes involved in the pharmacokinetics and pharmacodynamics of opioids. METHODS For this review, a systematic literature search of published articles was used in PubMed®, with no language restriction and between the time period of January 2000 to December 2020. We reviewed randomized clinical studies, study cohorts and case reports that investigated the influence of genetic variants on selected opioid pharmacokinetics and pharmacodynamics. In addition, we reviewed current CPIC clinical recommendations for pharmacogenetic testing. RESULTS Results of this review indicate consistent evidence supporting the association between selected genetic variants of CYP2D6 for opioid metabolism. CPIC guidelines include recommendations that indicate the avoidance of tramadol use, in addition to codeine, in CYP2D6 poor metabolizers and ultrarapid metabolizers, and to monitor intermediate metabolizers for less-than-optimal response. While there is consistent evidence for OPRM1 suggesting increased postoperative morphine dosing requirements in A118G G-allele carriers, the clinical relevance remains limited. CONCLUSION There is emerging evidence of clinical relevance of CYP2D6 and, to a lesser extent, OPRM1 polymorphism in personalized opioid drug dosing. As a result, first clinics have started to implement pharmacogenetic guidelines for CYP2D6 and codeine.
Collapse
Affiliation(s)
- Leen Magarbeh
- Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Ilona Gorbovskaya
- Institute of Medical Sciences, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Bernard Le Foll
- Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Centre for Addiction and Mental Health, Toronto, ON, Canada; Translational Addiction Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Acute Care Program, Centre for Addiction and Mental Health, Toronto, ON, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Reuven Jhirad
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Office of the Chief Coroner and Ontario Forensic Pathology Service, Toronto, ON, Canada
| | - Daniel J Müller
- Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Institute of Medical Sciences, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Centre for Addiction and Mental Health, Toronto, ON, Canada.
| |
Collapse
|
7
|
Langman LJ, Gaskins J, Korte E, Maluf C, Wooderchak-Donahue WL, McMillin GA, Jannetto PJ, Hartley B, Malkani A, Yakkanti M, Jortani SA. Endogenous and iatrogenic sources of variability in response to opioid therapy in Post-Surgical and injured orthopedic patients. Clin Chim Acta 2021; 522:105-113. [PMID: 34384754 DOI: 10.1016/j.cca.2021.08.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 08/04/2021] [Accepted: 08/06/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Hydrocodone is the most prescribed opioid in the US. The objective was to evaluate associations between genetic, intrinsic, and extrinsic patient factors, plasma hydrocodone and metabolites, common side effects, and pain scores in a cohort of orthopedic surgery patients. METHODS Data for each patient was collected by review of the electronic hospital record (EHR), and patient interview. Patients were recruited from those with trauma or undergoing scheduled elective surgery for total knee replacement or total hip at the University of Louisville Hospital, Baptist East Hospital, and Jewish Hospital, Louisville, KY. Plasma opiate concentrations and a targeted genotyping panel was performed. RESULTS There were statistically significant correlations with daily (p < 0.001) and total dose (p = 0.002) of hydrocodone in hospital and duration of opioid therapy. The length of opioid administration was significantly shorter in CYP2D6 EM/UM versus CYP2D6 PM/IM patients (p = 0.018). Subjects with the OPRM1 c.118G variant were also on opioids longer (p = 0.022). The effect of co-administration of a CYP2D6 inhibitor had a significant effect on the length of opioid therapy (P < 0.001). And not surprisingly the effect of the inhibitor adjusted CYP2D6 phenotype was greater in both the hospital stay period and days of opioid use post hospital discharge (p < 0.001). CONCLUSIONS Based on this study, patients should be evaluated for the use of inhibitors of CYP2D6, during hydrocodone therapy can alter the phenotype of the patient (phenocopy) and increase the probability that the patient will be on opioids for longer periods of time.
Collapse
Affiliation(s)
- Loralie J Langman
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, United States of America.
| | - Jeremy Gaskins
- Departments of Bioinformatics and Biostatistics, University of Louisville School of Medicine, Louisville, KY, United States of America
| | - Erik Korte
- Departments of Pathology, and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, United States of America
| | - Cynthia Maluf
- Departments of Pathology, and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, United States of America
| | | | - Gwendolyn A McMillin
- Department of Pathology, University of Utah, ARUP Institute for Clinical and Experimental Pathology, Salt Lake City, UT, United States of America
| | - Paul J Jannetto
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, United States of America
| | - Brandi Hartley
- Departments of Orthopedic Surgery, University of Louisville School of Medicine, Louisville, KY, United States of America
| | - Arthur Malkani
- Departments of Orthopedic Surgery, University of Louisville School of Medicine, Louisville, KY, United States of America
| | | | - Saeed A Jortani
- Departments of Pathology, and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, United States of America
| |
Collapse
|
8
|
Malafoglia V, Tenti M, Ilari S, Balzani E, Fanelli A, Muscoli C, Raffaeli W, Bonci A. Opportunities and challenges for nonaddictive interventions in chronic pain. Curr Opin Pharmacol 2021; 57:184-191. [PMID: 33799001 DOI: 10.1016/j.coph.2021.02.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 02/10/2021] [Accepted: 02/11/2021] [Indexed: 12/06/2022]
Abstract
The worlds of chronic pain and addiction continue to intersect too often in many ways. Chronic pain significantly impairs and disrupts the quality of life of millions of people worldwide. Opioids remain the most prescribed pharmacotherapy offered to patients to alleviate chronic pain. The extensive and often unnecessary prescription of opioids has created a surge in the prevalence of opioid use disorders and opioid overdose-related deaths. In this brief review, we aim to provide a bench-to-bedside overview of promising biomarkers, therapeutic targets, and challenges related to treating patients with chronic pain. We hope this review will inspire new opportunities and insights into the development of novel, nonaddictive treatments for chronic pain that will be available to patients in the near future.
Collapse
Affiliation(s)
| | - Michael Tenti
- ISAL Foundation Institute for Research on Pain, Torre Pedrera, Italy
| | - Sara Ilari
- Department of Health Science, Institute of Research for Food Safety & Health (IRC-FSH), University "Magna Graecia" of Catanzaro, Viale Europa, Loc. Germaneto, Catanzaro, Italy
| | - Eleonora Balzani
- Department of Medicine and Surgery, University of Turin, Torino, Italy
| | - Andrea Fanelli
- Anesthesia and Pain Medicine Unit, Department of Emergency and Urgency, Policlinico S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Carolina Muscoli
- Department of Health Science, Institute of Research for Food Safety & Health (IRC-FSH), University "Magna Graecia" of Catanzaro, Viale Europa, Loc. Germaneto, Catanzaro, Italy
| | - William Raffaeli
- ISAL Foundation Institute for Research on Pain, Torre Pedrera, Italy
| | - Antonello Bonci
- ISAL Foundation Institute for Research on Pain, Torre Pedrera, Italy; Global Institute on Addictions, 1501, Biscayne Blvd, Miami, FL, USA.
| |
Collapse
|
9
|
Yamamoto PA, Conchon Costa AC, Lauretti GR, de Moraes NV. Pharmacogenomics in chronic pain therapy: from disease to treatment and challenges for clinical practice. Pharmacogenomics 2019; 20:971-982. [DOI: 10.2217/pgs-2019-0066] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Pharmacogenomics (PGx) has emerged as an encouraging tool in chronic pain therapy. Genetic variations associated with drug effectiveness or adverse reactions (amitriptyline/nortriptyline/codeine/oxycodone/tramadol-CYP2D6, amitriptyline-CYP2C19, carbamazepine-HLA-A, carbamazepine/oxcarbazepine-HLA-B) can be used to guide chronic pain management. Despite this evidence, many obstacles still need to be overcome for the effective clinical implementation of PGx. To translate the pharmacogenetic testing into actionable clinical decisions, the Clinical Pharmacogenetics Implementation Consortium has been developing guidelines for several drug–gene pairs. This review will show the applicability of PGx in chronic pain from disease to treatment; report the drug–gene pairs with strongest evidences in the clinic; and the challenges for the clinical implementation of PGx.
Collapse
Affiliation(s)
- Priscila Akemi Yamamoto
- São Paulo State University, UNESP - School of Pharmaceutical Sciences, Araraquara, SP, Brazil
| | - Ana Carolina Conchon Costa
- São Paulo University, USP – School of Pharmaceutical Sciences of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Gabriela Rocha Lauretti
- São Paulo University, USP – School of Medicine of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Natália Valadares de Moraes
- São Paulo State University, UNESP - School of Pharmaceutical Sciences, Araraquara, SP, Brazil
- Queen's University Belfast, Belfast, UK
| |
Collapse
|
10
|
|
11
|
A Single Site Population Study to Investigate CYP2D6 Phenotype of Patients with Persistent Non-Malignant Pain. ACTA ACUST UNITED AC 2019; 55:medicina55060220. [PMID: 31141989 PMCID: PMC6631257 DOI: 10.3390/medicina55060220] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 05/17/2019] [Accepted: 05/23/2019] [Indexed: 01/08/2023]
Abstract
Background and Objectives: Codeine requires biotransformation by the CYP2D6 enzyme, encoded by the polymorphic CYP2D6 gene, to morphine for therapeutic efficacy. CYP2D6 phenotypes of poor, intermediate, and ultra-rapid metabolisers are at risk of codeine non-response and adverse drug reactions due to altered CYP2D6 function. The aim of this study was to determine whether genotype, inferred phenotype, and urinary and oral fluid codeine O-demethylation metabolites could predict codeine non-response following a short course of codeine. Materials and Methods: There were 131 Caucasians with persistent pain enrolled. Baseline assessments were recorded, prohibited medications ceased, and DNA sampling completed before commencing codeine 30 mg QDS for 5 days. Day 4 urine samples were collected 1–2 h post morning dose for codeine O-demethylation metabolites analysis. Final pain assessments were conducted on day 5. Results: None of the poor, intermediate, ultra-rapid metabolisers and only 24.5% of normal metabolisers responded to codeine. A simple scoring system to predict analgesic response from day 4 urinary metabolites was devised with overall prediction success of 79% (sensitivity 0.8, specificity 0.78) for morphine and 79% (sensitivity 0.76, specificity 0.83) for morphine:creatinine ratio. Conclusions: In conclusion, this study provides tentative evidence that day 4 urinary codeine O-demethylation metabolites could predict non-response following a short course of codeine and could be utilised in the clinical assessment of codeine response at the point of care to improve analgesic efficacy and safety in codeine therapy. We offer a scoring system to predict codeine response from urinary morphine and urinary morphine:creatinine ratio collected on the morning of day 4 of codeine 30 mg QDS, but this requires validation before it could be considered for use to assess codeine response in clinical practice.
Collapse
|
12
|
Ribeiro C, Quinta R, Raposo A, Valentim A, Albuquerque J, Grazina M. CYP2D6 Pharmacogenetics Testing and Post-Cesarean Section Pain Scores-a Preliminary Study. PAIN MEDICINE 2019; 20:359-368. [PMID: 29546421 DOI: 10.1093/pm/pny033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVE Prospective observational study to analyze CYP2D6 pharmacogenetics in 55 Portuguese adult parturients undergoing elective cesarean section and to investigate the association between CYP2D6 alleles and pain score. METHODS DNA was extracted from peripheral blood by standard methods. Genetic analysis included allelic discrimination (CYP2D6*1, *2, *3, *4, *5, *6, *10, *17, and *41) and copy number determination with TaqMan probes by real-time polymerase chain reaction (PCR). Allele duplications were confirmed (long PCR and PCR-restriction fragment length polymorphism). Theoretical metabolic profiles prediction was based on genetic data and activity scores. Association was investigated between genotypes and predicted phenotypes with pain scores. Statistical analysis was performed by using a χ2 test, and significance was set at P < 0.05. RESULTS The percentage of poor, intermediate, extensive, and ultrarapid metabolizers found were 9%, 38%, 46%, and 7%, respectively. The results reveal a positive association between alleles *4, *10, and pain. CONCLUSIONS A positive association was found between predicted reduced or null activity of CYP2D6 and increased pain. It can be hypothesized that if CYP2D6 activity is reduced, tyramine metabolism will decrease, resulting in reduced formation of endogenous dopamine. Consequently, activation of the signal transduction pathways that controls pain and analgesic effect may be reduced, leading to an increase in pain. Therefore, we would recommend CYP2D6 genotyping to anticipate the needs for analgesia, which will help to adjust opioid dose and maximize clinical efficacy while reducing side effects.
Collapse
Affiliation(s)
- Carolina Ribeiro
- CNC - Center for Neuroscience and Cell Biology, Laboratory of Biochemical Genetics, University of Coimbra, Coimbra, Portugal
| | - Rosa Quinta
- CNC - Center for Neuroscience and Cell Biology, Laboratory of Biochemical Genetics, University of Coimbra, Coimbra, Portugal
| | - Ana Raposo
- CNC - Center for Neuroscience and Cell Biology, Laboratory of Biochemical Genetics, University of Coimbra, Coimbra, Portugal
| | - Ana Valentim
- CHUC EPE, Coimbra University Hospitals, Coimbra, Portugal
| | - José Albuquerque
- CNC - Center for Neuroscience and Cell Biology, Laboratory of Biochemical Genetics, University of Coimbra, Coimbra, Portugal
| | - Manuela Grazina
- CNC - Center for Neuroscience and Cell Biology, Laboratory of Biochemical Genetics, University of Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| |
Collapse
|
13
|
Lloyd RA, Hotham E, Hall C, Williams M, Suppiah V. Pharmacogenomics and Patient Treatment Parameters to Opioid Treatment in Chronic Pain: A Focus on Morphine, Oxycodone, Tramadol, and Fentanyl. PAIN MEDICINE 2018; 18:2369-2387. [PMID: 28339912 DOI: 10.1093/pm/pnw317] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Objective Opioids are one of the most commonly prescribed medicines for chronic pain. However, their use for chronic pain has been controversial. The objective of this literature review was to identify the role of genetic polymorphisms on patient treatment parameters (opioid dose requirements, response, and adverse effects) for opioids used in malignant and nonmalignant chronic pain. The opioids that this review focuses on are codeine, morphine, oxycodone, tramadol, and fentanyl. Method A literature search of databases Medline and Embase was carried out, and studies up to April 2016 were included in this review. Studies were included based on a combination of key words: chronic pain and related terms, pharmacogenetics and related terms, and opioids and related terms. Results Among the 1,408 individual papers retrieved from the search in Medline and Embase, 32 original articles were included in this review, with none related to codeine. The 32 papers reported various study designs, opioids, and polymorphisms being studied for associations with treatment outcomes. This literature review reveals that variants in ABCB1, OPRM1, and COMT have been replicated for opioid dosing and variants in ABCB1 have been replicated for both treatment response and adverse effects. Conclusions Currently, there are few validated studies to form a strong evidence base to support pharmacogenomics testing when initiating opioid therapy. However, the field of pharmacogenomics in chronic pain is likely to expand over the coming years, with the increasing number of treatment options available and larger cohorts being assembled in order to identify true associations.
Collapse
Affiliation(s)
- Renae A Lloyd
- School of Pharmacy and Medical Sciences and Sansom Institute for Health Research
| | - Elizabeth Hotham
- School of Pharmacy and Medical Sciences and Sansom Institute for Health Research
| | | | - Marie Williams
- School of Health Sciences, University of South Australia, Adelaide, South Australia, Australia
| | | |
Collapse
|
14
|
Protti M, Catapano MC, Samolsky Dekel BG, Rudge J, Gerra G, Somaini L, Mandrioli R, Mercolini L. Determination of oxycodone and its major metabolites in haematic and urinary matrices: Comparison of traditional and miniaturised sampling approaches. J Pharm Biomed Anal 2018; 152:204-214. [DOI: 10.1016/j.jpba.2018.01.043] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 01/19/2018] [Accepted: 01/20/2018] [Indexed: 02/06/2023]
|
15
|
Xie S, Ma W, Guo Q, Liu J, Li W, McLeod HL, He Y. The pharmacogenetics of medications used in general anesthesia. Pharmacogenomics 2018; 19:285-298. [PMID: 29318929 DOI: 10.2217/pgs-2017-0168] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
General anesthesia is a state of unconsciousness, amnesia, analgesia and akinesia induced by drugs including opioids, hypnotic-sedative agents, muscle relaxants and antiemetics. Clinical and genetic factors are reported to influence the efficacy and side effects of these agents. Based on the evidence, clinical action is needed to improve clinical outcomes. This review summarizes the latest knowledge with regards to the pharmacogenetics of anesthetics and general anesthesia related complications.
Collapse
Affiliation(s)
- Shangchen Xie
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, Hunan, P.R. China
| | - Wenjuan Ma
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Qulian Guo
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Jie Liu
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, Hunan, P.R. China
| | - Wei Li
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, Hunan, P.R. China
| | - Howard L McLeod
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, Hunan, P.R. China
- Moffitt Cancer Center, DeBartolo Family Personalized Medicine Institute, Tampa, FL 33601, USA
| | - Yijing He
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, Hunan, P.R. China
- Moffitt Cancer Center, DeBartolo Family Personalized Medicine Institute, Tampa, FL 33601, USA
| |
Collapse
|
16
|
Reynolds KK, Pierce DL, Weitendorf F, Linder MW. Avoidable drug-gene conflicts and polypharmacy interactions in patients participating in a personalized medicine program. Per Med 2017; 14:221-233. [PMID: 29767587 DOI: 10.2217/pme-2016-0095] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
AIM Determine the ability of a pharmacogenetic service, PRIMER, to identify drug-gene (DGI) and drug-drug interactions (DDI) in patients across multiple conditions. PRIMER consists of patient selection criteria, a gene panel and actionable guidance for DGIs and DDIs. RESULTS The average patient was prescribed 12 medications. PRIMER identified significant DGIs in 73% of patients tested, with 43% having more than one DGI. DDIs were found in 87% of patients. The most common actionable DGIs were for opioid, psychotropic and cardiovascular medications. CONCLUSION The pairing of patient selection criteria, a multigene panel with evidence-based interpretation and review of DDIs maximizes the patients tested who have actionable benefit and alerts physicians to potentially critical adjustments needed for the patient's medication regimen.
Collapse
Affiliation(s)
- Kristen K Reynolds
- PGXL Laboratories, Louisville, KY 40202, USA.,University of Louisville School of Medicine, Department of Pathology & Laboratory Medicine, Louisville, KY USA 40292
| | | | - Frederick Weitendorf
- PGXL Laboratories, Louisville, KY 40202, USA.,Robley Rex VA Medical Center, Louisville, KY 40206, USA
| | - Mark W Linder
- PGXL Laboratories, Louisville, KY 40202, USA.,University of Louisville School of Medicine, Department of Pathology & Laboratory Medicine, Louisville, KY USA 40292
| |
Collapse
|
17
|
Individualized Hydrocodone Therapy Based on Phenotype, Pharmacogenetics, and Pharmacokinetic Dosing. Clin J Pain 2016; 31:1026-35. [PMID: 25621429 DOI: 10.1097/ajp.0000000000000214] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES (1) To quantify hydrocodone (HC) and hydromorphone (HM) metabolite pharmacokinetics with pharmacogenetics in CYP2D6 ultra-rapid metabolizer (UM), extensive metabolizer (EM), and poor metabolizer (PM) metabolizer phenotypes. (2) To develop an HC phenotype-specific dosing strategy for HC that accounts for HM production using clinical pharmacokinetics integrated with pharmacogenetics for patient safety. SETTING In silico clinical trial simulation. PARTICIPANTS Healthy white men and women without comorbidities or history of opioid, or any other drug or nutraceutical use, age 26.3±5.7 years (mean±SD; range, 19 to 36 y) and weight 71.9±16.8 kg (range, 50 to 108 kg). MAIN OUTCOME MEASURES CYP2D6 phenotype-specific HC clinical pharmacokinetic parameter estimates and phenotype-specific percentages of HM formed from HC. RESULTS PMs had lower indices of HC disposition compared with UMs and EMs. Clearance was reduced by nearly 60% and the t1/2 was increased by about 68% compared with EMs. The canonical order for HC clearance was UM>EM>PM. HC elimination mainly by the liver, represented by ke, was reduced about 70% in PM. However, HC's apparent Vd was not significantly different among UMs, EMs, and PM. The canonical order of predicted plasma HM concentrations was UM>EM>PM. For each of the CYP2D6 phenotypes, the mean predicted HM levels were within HM's therapeutic range, which indicates HC has significant phenotype-dependent pro-drug effects. CONCLUSIONS Our results demonstrate that pharmacogenetics afford clinicians an opportunity to individualize HC dosing, while adding enhanced opportunity to account for its conversion to HM in the body.
Collapse
|
18
|
Pharmacokinetics of Tramadol and O-Desmethyltramadol Enantiomers Following Administration of Extended-Release Tablets to Elderly and Young Subjects. Drugs Aging 2016; 32:1029-43. [PMID: 26508138 DOI: 10.1007/s40266-015-0315-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND Tramadol is frequently used in geriatric patients; however, pharmacokinetic (PK) publications on tramadol and O-desmethyltramadol (ODM) in elderly patients are rare. OBJECTIVE Our objective was to characterize the PK of tramadol and ODM, including absorption processes and covariates for tramadol, in elderly and young subjects after single-dose administration of 200-mg extended-release tablets. METHODS We conducted a PK study in 15 elderly (aged ≥75 years) subjects with mild renal insufficiency and 20 young (18-40 years) subjects; blood and urine samples were collected for 48 h post-dose. Non-compartmental analysis (NCA) of each tramadol and ODM enantiomer included area under the concentration-time curve (AUC), terminal elimination rate (k el), total body clearance, volume of distribution (V area/ F), and renal clearance (Clr0-48). A one-compartment population model of total tramadol concentration was parameterized with clearance (CL/F), volume of distribution (V/F), and mixed order absorption (first-order and zero-order absorption rate constants with lag times). RESULTS NCA demonstrated comparable maximum plasma concentration (C max) and AUC between age groups for tramadol enantiomers, but significant differences in V area/ F (mean 34% higher) and k el (mean 28% lower) in the elderly. PK of ODM were significantly different in the elderly for AUC0-inf (mean 35% higher), Clr0-48 (mean 29% lower), and k el (mean 33% lower). The population analysis identified age as a covariate of V/F (young 305 L; elderly 426 L), with a 50% longer mean elimination half-life in the elderly. No differences in absorption processes were observed. CONCLUSIONS Tramadol exposure was similar between the age groups; exposure to ODM was higher in elderly subjects.
Collapse
|
19
|
Linares OA, Tod M, Daly AL, Boston RC. Response: Is It Truly the Answer? Personalized Oxycodone Dosing Based on Pharmacogenetic Testing and Corresponding Pharmacokinetics. PAIN MEDICINE 2016; 17:616-619. [DOI: 10.1093/pm/pnv092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 11/10/2015] [Accepted: 11/29/2015] [Indexed: 11/13/2022]
|
20
|
Seripa D, Latina P, Fontana A, Gravina C, Lattanzi M, Savino M, Gallo AP, Melchionda G, Santini SA, Margaglione M, Copetti M, di Mauro L, Panza F, Greco A, Pilotto A. Role of CYP2D6 Polymorphisms in the Outcome of Postoperative Pain Treatment. PAIN MEDICINE 2015; 16:2012-23. [PMID: 25989235 DOI: 10.1111/pme.12778] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Revised: 01/30/2015] [Accepted: 03/29/2015] [Indexed: 01/02/2023]
Abstract
OBJECTIVE To investigate the role of CYP2D6 phenotype in the outcome of postoperative (PO) pain (POP) treatment. DESIGN Longitudinal cohort study. Open-label trial with post hoc analysis. SETTING General Hospital Surgery and Recovery Units. PATIENTS Ninety unrelated Caucasians submitted to abdominal/thoracic surgery. INTERVENTIONS Standard multimodal POP treatment including opioids (tramadol) and nonsteroidal anti-inflammatory drugs (ketoprofen) at different dosages and infusion rates according to the predicted mild, moderate, or severe POP. OUTCOME MEASURES Pain (Numeric Rating Scale-NRS) and sedation (Ramsay Sedation Scale-RSS) up to 24 hours after surgery. By genotyping 16 CYP2D6 alleles, the four CYP2D6 phenotypes poor metabolizer (PM), intermediate metabolizers (IM), extensive metabolizers (EM) and ultrarapid metabolizers (UM) were predicted. RESULTS As compared with the CYP2D6-EM phenotype, in the early PO time (30 min) a higher RSS mean score in IM was observed (P = 0.035). A suggestion towards higher mean score in PM (P = 0.091) and a minor mean score in UM (P = 0.091) was also detected. No difference in the outcome of pain across the CYP2D6 phenotypes was observed. CONCLUSIONS In respect to the normal CYP2D6 phenotype, our results suggested that slowly metabolizers (IMs and PMs) might have a major sedation, whereas more rapid metabolizers (UM) a minor sedation, in the early time after surgery. A minor role of CYP2D6 phenotype in PO analgesia may be suggested.
Collapse
Affiliation(s)
- Davide Seripa
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Paola Latina
- Recovery Unit 1, Emergency Department, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Andrea Fontana
- Biostatistics Unit, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Carolina Gravina
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | | | - Maria Savino
- Laboratory of Clinical Chemistry, Department of Clinical Pathology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Antonietta P Gallo
- Laboratory of Clinical Chemistry, Department of Clinical Pathology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Giuseppe Melchionda
- Recovery Unit 1, Emergency Department, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Stefano A Santini
- Laboratory of Hormonal Analyses and Clinical Molecular Biology, Department of Diagnostics and Laboratory Medicine, Catholic University School of Medicine, Rome, Italy
| | - Maurizio Margaglione
- Chair of Medical Genetics, Department of Biomedical Sciences, University of Foggia, Foggia, Italy
| | - Massimiliano Copetti
- Biostatistics Unit, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Lazzaro di Mauro
- Laboratory of Clinical Chemistry, Department of Clinical Pathology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Francesco Panza
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy.,Neurodegenerative Disease Unit, Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro, Bari, Italy.,Department of Clinical Research in Neurology, University of Bari Aldo Moro, "Pia Fondazione Cardinale G. Panico,", Lecce, Italy
| | - Antonio Greco
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Alberto Pilotto
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy.,Geriatrics Unit, Azienda ULSS16 Padova, S. Antonio Hospital, Padova, Italy
| |
Collapse
|
21
|
Monte AA, Brocker C, Nebert DW, Gonzalez FJ, Thompson DC, Vasiliou V. Improved drug therapy: triangulating phenomics with genomics and metabolomics. Hum Genomics 2014; 8:16. [PMID: 25181945 PMCID: PMC4445687 DOI: 10.1186/s40246-014-0016-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Accepted: 08/05/2014] [Indexed: 12/23/2022] Open
Abstract
Embracing the complexity of biological systems has a greater likelihood to improve prediction of clinical drug response. Here we discuss limitations of a singular focus on genomics, epigenomics, proteomics, transcriptomics, metabolomics, or phenomics-highlighting the strengths and weaknesses of each individual technique. In contrast, 'systems biology' is proposed to allow clinicians and scientists to extract benefits from each technique, while limiting associated weaknesses by supplementing with other techniques when appropriate. Perfect predictive modeling is not possible, whereas modeling of intertwined phenomic responses using genomic stratification with metabolomic modifications may greatly improve predictive values for drug therapy. We thus propose a novel-integrated approach to personalized medicine that begins with phenomic data, is stratified by genomics, and ultimately refined by metabolomic pathway data. Whereas perfect prediction of efficacy and safety of drug therapy is not possible, improvements can be achieved by embracing the complexity of the biological system. Starting with phenomics, the combination of linking metabolomics to identify common biologic pathways and then stratifying by genomic architecture, might increase predictive values. This systems biology approach has the potential, in specific subsets of patients, to avoid drug therapy that will be either ineffective or unsafe.
Collapse
Affiliation(s)
- Andrew A Monte
- University of Colorado Department of Emergency Medicine, Leprino Building, 7th Floor Campus Box B-215, 12401 E. 17th Avenue, Aurora, CO, 80045, USA.
- Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, 80045, USA.
- Rocky Mountain Poison & Drug Center, Denver, CO, 80204, USA.
| | - Chad Brocker
- Laboratory of Metabolism, Center for Cancer Research, National Institute of Cancer, Bethesda, MD, 20892, USA.
| | - Daniel W Nebert
- Division of Human Genetics, Department of Pediatrics and Molecular Developmental Biology, University of Cincinnati Medical Center, Cincinnati, OH, 45220, USA.
- Department of Environmental Health and Center for Environmental Genetics, University of Cincinnati Medical Center, Cincinnati, OH, 45220, USA.
| | - Frank J Gonzalez
- Laboratory of Metabolism, Center for Cancer Research, National Institute of Cancer, Bethesda, MD, 20892, USA.
| | - David C Thompson
- Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, 80045, USA.
| | - Vasilis Vasiliou
- Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, 80045, USA.
| |
Collapse
|
22
|
Abstract
Pain in cancer patients involves complex interactions between physiological, psychological, sociocultural, sensory, cognitive, and behavioral dimensions. Pain management interventions will be most effective when pharmacological and nonpharmacological treatments are individualized after exploring the various contributors to pain and suffering, and the patient and family are educated and involved in decision making. This entails a systematic multidimensional approach with frequent reassessments of pain and related outcomes.
Collapse
|
23
|
Kirsh KL, Ehlenberger E, Huskey A, Strickland J, Egan City K, Passik SD. Exploring rates of abnormal pharmacogenetic findings in a pain practice. J Pain Palliat Care Pharmacother 2014; 28:28-32. [PMID: 24601730 DOI: 10.3109/15360288.2013.878015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Pharmacogenetic testing (PGT) is part of increasing efforts to personalize medicine, hopefully leading to better medication selection with more effective, less toxic therapies. Pharmacogenetic testing has relevance for chronic pain treatment, given the frequent comorbidities and polypharmacy. This retrospective study explored the prevalence of polymorphisms in a specialty pain practice in Louisiana. Pharmacogenetic testing was conducted for the cytochrome P450 (CYP) enzymes CYP2B6, CYP2C19, and CYP2D6, or the uridine diphosphate-glucuronosyltransferase 2 family polypeptide B15 (UGT2B15) enzyme utilizing a noninvasive, saliva-based test based on clinical decision-making. The sample consisted of 61 men (58.7%) and 41 women (39.4%), with an average age of 46.7 years (range = 23-83, SD = 11.5 years). Across all tests, 164 (42.3%) were extensive, 99 (25.5%) were intermediate, 28 (7.2%) were ultrarapid, and 27 (7%) were poor metabolizers. Only three patients who had been tested were found to be extensive (normal) for all four genes. These data demonstrate that genetic polymorphisms were frequently encountered. Consideration should be given to obtaining PGT as an aspect of evaluation and treatment planning when working with patients in need of specialty pain consultation and care. Caution is needed, as this brief report encompasses results from a single pain practice in one geographic location with a potentially distinct prevalence of genetic polymorphisms. Further prospective study is needed.
Collapse
|
24
|
Stauble ME, Moore AW, Langman LJ, Boswell MV, Baumgartner R, McGee S, Metry J, Jortani SA. Hydrocodone in postoperative personalized pain management: Pro-drug or drug? Clin Chim Acta 2014; 429:26-9. [DOI: 10.1016/j.cca.2013.11.015] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Revised: 11/13/2013] [Accepted: 11/13/2013] [Indexed: 10/26/2022]
|
25
|
Linares OA, Daly D, Stefanovski D, Boston RC. The CYP2D6 gene determines oxycodone's phenotype-specific addictive potential: implications for addiction prevention and treatment. Med Hypotheses 2014; 82:390-4. [PMID: 24495562 DOI: 10.1016/j.mehy.2014.01.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Revised: 01/06/2014] [Accepted: 01/13/2014] [Indexed: 10/25/2022]
Abstract
We propose a hypothesis for predicting addictive potential of oral drugs, in general, and oxycodone's addictive potential, in particular. We hypothesize that a patient's CYP2D6 phenotype determines oxycodone's addictive potential, in part, via genotype-specific regulation of its clearance; although, other possible modulators of oxycodone's addiction potential exist. For example, brain CYPs related to phenotype could be involved. To pilot test our hypothesis, we used a mathematical model which postulates that oxycodone's addictive potential is given by: LAP=E/(ka/ke), where LAP represents addictive potential, E represents euphoric potency, ka is the absorption rate constant of drug from the gastrointestinal tract, and ke is the systemic elimination rate constant of drug by all processes responsible for its removal from plasma. Using CYP2D6 phenotype-specific oxycodone pharmacokinetic parameter values derived from published data, our hypothesis predicted that the canonical order of oxycodone's addictive potential was UM>EM>IM>PM, with corresponding LAP values of 0.24, 0.21, 0.17, and 0.15 respectively. Our hypothesis about oxycodone's addictive potential may provide a unifying approach useful for both personalized medicine dosing and predicting addictive potential of oral drugs in humans, since it is based on both oxycodone's pharmacogenetics and pharmacokinetics.
Collapse
Affiliation(s)
- Oscar A Linares
- Plymouth Pharmacokinetic Modeling Study Group, 46425 Southview Lane, Plymouth, MI 48170, USA.
| | - David Daly
- Plymouth Pharmacokinetic Modeling Study Group, 46425 Southview Lane, Plymouth, MI 48170, USA
| | - Darko Stefanovski
- Cedars-Sinai Medical Center, Biomedical Sciences Division, 8700 Beverly Boulevard, West Hollywood, CA 90048, USA
| | - Raymond C Boston
- Department of Biostatistics and Epidemiology, Perelman School of Medicine, University of Pennsylvania, 3600 Market Street, Philadelphia, PA 19104-2646, USA
| |
Collapse
|
26
|
Zahari Z, Ismail R. Influence of Cytochrome P450, Family 2, Subfamily D, Polypeptide 6 (CYP2D6) Polymorphisms on Pain Sensitivity and Clinical Response to Weak Opioid Analgesics. Drug Metab Pharmacokinet 2014; 29:29-43. [DOI: 10.2133/dmpk.dmpk-13-rv-032] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
27
|
Fullmer S, Drum M, Reader A, Nusstein J, Beck M. Effect of Preoperative Acetaminophen/Hydrocodone on the Efficacy of the Inferior Alveolar Nerve Block in Patients with Symptomatic Irreversible Pulpitis: A Prospective, Randomized, Double-blind, Placebo-controlled Study. J Endod 2014; 40:1-5. [DOI: 10.1016/j.joen.2013.09.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Revised: 08/27/2013] [Accepted: 09/06/2013] [Indexed: 11/26/2022]
|
28
|
|
29
|
Do CYP2D6 genotypes reflect oxycodone requirements for cancer patients treated for cancer pain? A cross-sectional multicentre study. Eur J Clin Pharmacol 2011; 68:55-64. [PMID: 21735164 PMCID: PMC3249195 DOI: 10.1007/s00228-011-1093-5] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2011] [Accepted: 06/15/2011] [Indexed: 12/11/2022]
Abstract
Objective Opioids are recommended by the World Health Organization for moderate to severe cancer pain. Oxycodone is one of the most commonly used opioids and is metabolized in the liver by CYP3A4 and CYP2D6 enzymes. The aim of this cross-sectional study was to assess the relationship between oxycodone pharmacokinetics, pharmacodynamics and the CYP2D6 genotypes “poor metaboliser” (PM), “extensive metaboliser” (EM) and “ultra-rapid metaboliser” (URM) in a cohort of patients with cancer pain. Methods The patients were genotyped for the most common CYP2D6 variants and serum concentrations of oxycodone and metabolites were determined. Pain was assessed using the Brief Pain Inventory (BPI). The EORTC QLQ-C30 was used to assess the symptoms of tiredness and nausea. Cognitive function was assessed by the Mini Mental State (MMS) examination. Associations were examined by analyses of variance (ANOVA) and covariance (ANCOVA), or ordinal logistic regressions with and without covariates. Results The sample consisted of 27 PM, 413 EM (including heterozygotes) and 10 URM. PM had lower oxymorphone and noroxymorphone serum concentrations and oxymorphone to oxycodone ratios than EM and URM. No differences between PM, EM and URM in pain intensity, nausea, tiredness or cognitive function was found. Conclusion CYP2D6 genotypes caused expected differences in pharmacokinetics, but they had no pharmacodynamic consequence. CYP2D6 genotypes did not influence pain control, the adverse symptoms nausea and sedation or the risk for cognitive failure in this study of patients treated with oxycodone for cancer pain.
Collapse
|
30
|
|
31
|
Jannetto PJ, Bratanow NC. Pain management in the 21st century: utilization of pharmacogenomics and therapeutic drug monitoring. Expert Opin Drug Metab Toxicol 2011; 7:745-52. [DOI: 10.1517/17425255.2011.565051] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
|
32
|
Soyka M, Kranzler HR, van den Brink W, Krystal J, Möller HJ, Kasper S. The World Federation of Societies of Biological Psychiatry (WFSBP) guidelines for the biological treatment of substance use and related disorders. Part 2: Opioid dependence. World J Biol Psychiatry 2011; 12:160-87. [PMID: 21486104 DOI: 10.3109/15622975.2011.561872] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVES To develop evidence-based practice guidelines for the pharmacological treatment of opioid abuse and dependence. METHODS An international task force of the World Federation of Societies of Biological Psychiatry (WFSBP) developed these practice guidelines after a systematic review of the available evidence pertaining to the treatment of opioid dependence. On the basis of the evidence, the Task Force reached a consensus on practice recommendations, which are intended to be clinically and scientifically meaningful for physicians who treat adults with opioid dependence. The data used to develop these guidelines were extracted primarily from national treatment guidelines for opioid use disorders, as well as from meta-analyses, reviews, and publications of randomized clinical trials on the efficacy of pharmacological and other biological treatments for these disorders. Publications were identified by searching the MEDLINE database and the Cochrane Library. The literature was evaluated with respect to the strength of evidence for efficacy, which was categorized into one of six levels (A-F). RESULTS There is an excellent evidence base supporting the efficacy of methadone and buprenorphine or the combination of buprenorphine and naloxone for the treatment of opioid withdrawal, with clonidine and lofexidine as secondary or adjunctive medications. Opioid maintenance with methadone and buprenorphine is the best-studied and most effective treatment for opioid dependence, with heroin and naltrexone as second-line medications. CONCLUSIONS There is enough high quality data to formulate evidence-based guidelines for the treatment of opioid abuse and dependence. This task force report provides evidence for the efficacy of a number of medications to treat opioid abuse and dependence, particularly the opioid agonists methadone or buprenorphine. These medications have great relevance for clinical practice.
Collapse
Affiliation(s)
- Michael Soyka
- Department of Psychiatry, Ludwig-Maximilian University, Munich, Germany.
| | | | | | | | | | | | | |
Collapse
|
33
|
Andreassen TN, Klepstad P, Davies A, Bjordal K, Lundström S, Kaasa S, Dale O. Influences on the pharmacokinetics of oxycodone: a multicentre cross-sectional study in 439 adult cancer patients. Eur J Clin Pharmacol 2010; 67:493-506. [PMID: 21140139 PMCID: PMC3076582 DOI: 10.1007/s00228-010-0948-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2010] [Accepted: 10/27/2010] [Indexed: 12/16/2022]
Abstract
Objective Oxycodone is widely used for the treatment of cancer pain, but little is known of its pharmacokinetics in cancer pain patients. The aim of this study was to explore the relationships between ordinary patient characteristics and serum concentrations of oxycodone and the ratios noroxycodone or oxymorphone/oxycodone in cancer patients. Methods Four hundred and thirty-nine patients using oral oxycodone for cancer pain were included. The patients’ characteristics (sex, age, body mass index [BMI], Karnofsky performance status, “time since starting opioids”, “oxycodone total daily dose”, “time from last oxycodone dose”, use of CYP3A4 inducer/inhibitor, “use of systemic steroids”, “number of medications taken in the last 24 h”, glomerular filtration rate (GFR) and albumin serum concentrations) influence on oxycodone serum concentrations or metabolite/oxycodone ratios were explored by multiple regression analyses. Results Sex, CYP3A4 inducers/inhibitors, total daily dose, and “time from last oxycodone dose” predicted oxycodone concentrations. CYP3A4 inducers, total daily dose, and “number of medications taken in the last 24 h” predicted the oxymorphone/oxycodone ratio. Total daily dose, “time from last dose to blood sample”, albumin, sex, CYP3A4 inducers/inhibitors, steroids, BMI and GFR predicted the noroxycodone/oxycodone ratio. Conclusion Women had lower oxycodone serum concentrations than men. CYP3A4 inducers/inhibitors should be used with caution as these are predicted to have a significant impact on oxycodone pharmacokinetics. Other characteristics explained only minor parts of the variability of the outcomes.
Collapse
Affiliation(s)
- Trine Naalsund Andreassen
- Pain and Palliation Research Group, Department of Circulation and Medical Imaging, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway.
| | | | | | | | | | | | | |
Collapse
|
34
|
Abstract
Large inter-individual variability in drug response and toxicity, as well as in drug concentrations after application of the same dosage, can be of genetic, physiological, pathophysiological, or environmental origin. Absorption, distribution and metabolism of a drug and interactions with its target often are determined by genetic differences. Pharmacokinetic and pharmacodynamic variations can appear at the level of drug metabolizing enzymes (e.g., the cytochrome P450 system), drug transporters, drug targets or other biomarker genes. Pharmacogenetics or toxicogenetics can therefore be relevant in forensic toxicology. This review presents relevant aspects together with some examples from daily routines.
Collapse
|
35
|
Fishbain DA, Lewis JE, Gao J. Allegations of Medical Malpractice in Chronic Opioid Analgesic Therapy Possibly Related to Collaborative/Split Treatment and the P-450 Enzyme System: Forensic Case Report. PAIN MEDICINE 2010; 11:1419-25. [DOI: 10.1111/j.1526-4637.2010.00928.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
36
|
Sterling JA. Recent Publications on Medications and Pharmacy. Hosp Pharm 2009. [DOI: 10.1310/hpj4409-822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Hospital Pharmacy presents this feature to keep pharmacists abreast of new publications in the medical/pharmacy literature. Articles of interest regarding a broad scope of topics are abstracted monthly.
Collapse
|