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Hovhannisyan V, Berkati AK, Simonneaux M, Gabel F, Andry V, Goumon Y. Sex differences in the antinociceptive effect of codeine and its peripheral but not central metabolism in adult mice. Neuropharmacology 2025; 264:110228. [PMID: 39577763 DOI: 10.1016/j.neuropharm.2024.110228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 10/15/2024] [Accepted: 11/17/2024] [Indexed: 11/24/2024]
Abstract
Codeine is a natural opiate extracted from opium poppy (Papaver somniferum) and used to alleviate mild to moderate pain. The analgesic effect of this molecule results from its metabolism into morphine which is an agonist of the mu opioid receptor. Morphine's major metabolite morphine-3-glucuronide induces both thermal and mechanical hypersensitivies while codeine-6-glucuronide has been proposed to be antinociceptive. However, sex differences in codeine antinociceptive effect and pharmacokinetics were barely studied. To this purpose, we injected male and female mice with codeine (2.5, 5, 10, 20 and 40 mg/kg) and thermal hypersensitivity was assessed 30 min after injection using the Tail Immersion Test. Moreover, both peripheral and central metabolism of codeine were evaluated respectively in the blood or pain-related brain structures in the central nervous system. The amounts of codeine and its metabolites were quantified using the isotopic dilution method by liquid chromatography coupled to a mass spectrometer. Our results show that codeine induces a greater antinociceptive effect in males than females mice independently of the estrous cycle. Moreover, major sex differences were found in the peripheral metabolism of this molecule, with higher amounts of pronociceptive morphine-3-glucuronide and less antinociceptive codeine-6-glucuronide in females than in males. Concerning the central metabolism of codeine, we did not find significant sex differences in pain-related brain structures. Collectively, these findings support a greater codeine antinociceptive effect in males than females in mice. These sex differences could be influenced by a higher peripheral metabolism of this molecule in female mice rather than central metabolism.
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Affiliation(s)
- Volodya Hovhannisyan
- Centre National de la Recherche Scientifique and University of Strasbourg, Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France
| | - Abdel-Karim Berkati
- Centre National de la Recherche Scientifique and University of Strasbourg, Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France
| | - Marine Simonneaux
- Centre National de la Recherche Scientifique and University of Strasbourg, Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France
| | - Florian Gabel
- Centre National de la Recherche Scientifique and University of Strasbourg, Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France
| | - Virginie Andry
- Centre National de la Recherche Scientifique and University of Strasbourg, Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France; Centre National de la Recherche Scientifique and University of Strasbourg, SMPMS-INCI, Mass Spectrometry Facilities of the Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France
| | - Yannick Goumon
- Centre National de la Recherche Scientifique and University of Strasbourg, Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France; Centre National de la Recherche Scientifique and University of Strasbourg, SMPMS-INCI, Mass Spectrometry Facilities of the Institut des Neurosciences Cellulaires et Intégratives, Strasbourg, France.
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Poikola S, von Plato H, Harju J, Kiiski JI, Mattila K, Olkkola KT, Niemi M, Kalso E, Kontinen V. Does cytochrome 2D6 genotype affect the analgesic efficacy of codeine after ambulatory surgery? Prospective trial in 987 adults. Acta Anaesthesiol Scand 2025; 69:e14549. [PMID: 39542691 DOI: 10.1111/aas.14549] [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: 05/22/2024] [Revised: 09/26/2024] [Accepted: 10/23/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND Paracetamol-codeine combination tablet is widely used in pain management after day surgery. For safety reasons, its use has decreased in recent years. Codeine is a prodrug metabolised in the liver by the cytochrome P450 2D6 (CYP2D6) enzyme to morphine that produces the analgesic effect of codeine. CYP2D6 is highly polymorphic, and based on genotypes, individuals can be divided into four categories: poor-, intermediate-, normal- and ultrarapid metabolisers. Differences in morphine and its metabolite concentrations have been described between different CYP2D6 genotypes following codeine administration. The aim of the study was to investigate the possible effect of CYP2D6 genotype on codeine efficacy and adverse effects in a large cohort of adult patients undergoing ambulatory surgery. METHODS A total of 987 patients scheduled for ambulatory surgery were included in the analyses. Operation types or anaesthesia methods were not limited in the study protocol. All study patients received a fixed dose of paracetamol (1000 mg) and codeine (60 mg) orally for premedication. A blood sample was drawn to identify the genotype of CYP2D6. At home, the first-line analgesic was paracetamol-codeine combination of 1-2 tablets at 1-3 times per day. Data on the efficacy and side effects of codeine were collected on the day of surgery and the following two postoperative days. RESULTS Of the studied patients, 37 (3.7%) were poor CYP2D6 metabolisers, 264 (27%) were intermediate, 623 (63%) were normal and 63 (6.4%) were ultrarapid metabolisers. Activity scores ranged from 0 to 4. CYP2D6 genotype was not associated in a statistically significant manner with postoperative pain, opioid consumption or the adverse effects of codeine, except for constipation at home. Poor CYP2D6 metabolisers reported significantly less severe constipation compared with normal metabolisers (p = .009, OR 0.40, 95% Cl 0.20-0.80). CONCLUSION CYP2D6 genotype appears to be of minor importance for the analgesic efficacy of oral paracetamol-codeine combination therapy after ambulatory surgery in adult patients undergoing similar types of surgery as in the present study but it may affect the risk of constipation.
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Affiliation(s)
- Satu Poikola
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Perioperative and Intensive Care, Helsinki University Hospital, Helsinki, Finland
| | - Hanna von Plato
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Perioperative and Intensive Care, Helsinki University Hospital, Helsinki, Finland
| | - Jukka Harju
- Gastroenterological surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Johanna I Kiiski
- Department of Clinical Pharmacology, University of Helsinki and HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | - Klaus T Olkkola
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Perioperative and Intensive Care, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Mikko Niemi
- Department of Clinical Pharmacology, University of Helsinki and HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Eija Kalso
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Perioperative and Intensive Care, Helsinki University Hospital, Helsinki, Finland
- Department of Pharmacology, University of Helsinki, Helsinki, Finland
| | - Vesa Kontinen
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Perioperative and Intensive Care, Helsinki University Hospital, Helsinki, Finland
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Pickering G, Kotlińska-Lemieszek A, Krcevski Skvarc N, O'Mahony D, Monacelli F, Knaggs R, Morel V, Kocot-Kępska M. Pharmacological Pain Treatment in Older Persons. Drugs Aging 2024; 41:959-976. [PMID: 39465454 PMCID: PMC11634925 DOI: 10.1007/s40266-024-01151-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/16/2024] [Indexed: 10/29/2024]
Abstract
Pharmacological pain treatment in older persons is presented by a multi-disciplinary group of European pain experts. Drugs recommended for acute or chronic nociceptive pain, also for neuropathic pain and the routes of administration of choice are the same as those prescribed for younger persons but comorbidities and polypharmacy in older persons increase the risk of adverse effects and drug interactions. Not all drugs are available or authorised in all European countries. For mild-to-moderate pain, non-opioids including paracetamol and non-steroidal anti-inflammatory drugs are first-line treatments, followed by nefopam and metamizole. Codeine, dihydrocodeine and tramadol are prescribed for moderate to severe pain and 'strong' opioids, including morphine, hydromorphone, oxycodone, fentanyl, buprenorphine, methadone and tapentadol, for severe pain. Chronic neuropathic pain treatment relies on coanalgesics, including anti-epileptics (gabapentinoids) and anti-depressants with additional option of topical lidocaine and capsaicine. The choice of analgesic(s) and the route of administration should be guided by the pain characteristics, as well as by the patient's comorbidities, organ function and medications. Several directions have been highlighted to optimise pharmacological pain management in older individuals: (1) before starting pain treatment adequately detect and assess pain and always perform a full geriatric assessment, (2) consider kidney function systematically to adjust the doses of analgesics and avoid the risks of overdose, (3) start with the lowest dose of an analgesic and increase it gradually under the control of the effect, (4) involve the older persons and family in their treatment, (5) reevaluate pain regularly during treatment and (6) combine pharmacological treatment with non-pharmacological approaches.
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Affiliation(s)
- Gisèle Pickering
- Clinical Pharmacology Department, PIC/CIC Inserm 1405-University Hospital CHU and Faculty of Medicine, Université Clermont Auvergne, Clermont-Ferrand, France.
| | - Aleksandra Kotlińska-Lemieszek
- Department of Palliative Medicine, Pharmacotherapy in Palliative Care Laboratory, Poznan University of Medical Sciences, Poznań, Poland
| | - Nevenka Krcevski Skvarc
- Institute for Palliative Medicine and Care, Faculty of Medicine of University Maribor, Maribor, Slovenia
| | - Denis O'Mahony
- Department of Medicine, University College Cork, Cork University Hospital, Cork, Ireland
- Department of Geriatric and Stroke Medicine, Cork University Hospital, Cork, Ireland
| | | | - Roger Knaggs
- University of Nottingham, University Park, Nottingham, UK
- Pain Centre Versus Arthritis, Clinical Sciences Building, City Hospital, Nottingham, UK
- Primary Integrated Community Services, Nottingham, UK
| | - Véronique Morel
- Clinical Pharmacology Department, PIC/CIC Inserm 1405-University Hospital CHU and Faculty of Medicine, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Magdalena Kocot-Kępska
- Department for Pain Research and Treatment, Medical College Jagiellonian University, Krakow, Poland
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Ashraf MW, Poikola S, Neuvonen M, Kiiski JI, Kontinen VK, Olkkola KT, Backman JT, Niemi M, Saari TI. Population Pharmacokinetic Quantification of CYP2D6 Activity in Codeine Metabolism in Ambulatory Surgical Patients for Model-Informed Precision Dosing. Clin Pharmacokinet 2024; 63:1547-1560. [PMID: 39441506 PMCID: PMC11573879 DOI: 10.1007/s40262-024-01433-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/30/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND AND OBJECTIVE Codeine metabolism in humans is complex due to the involvement of multiple cytochrome P450 (CYP) enzymes, and has a strong genetic underpinning, which determines the levels of relevant CYP450 enzyme expression in vivo. Polymorphic CYP2D6 metabolises codeine to morphine via O-demethylation, while a strong correlation between CYP2D6 phenotype and opioidergic adverse effects of codeine is well documented. The aim of this study was to quantify the effect of CYP2D6 genotype on the biotransformation of codeine. METHODS We conducted a prospective clinical trial with 1000 patients, during which ambulatory patients were administered 60 mg of codeine preoperatively and the association between CYP2D6 activity and morphine exposure across various CYP2D6 genotypes was quantified using a population pharmacokinetic model. Plasma concentration data for codeine and its primary metabolites were obtained from 997 patients and CYP2D6 genotype was screened for study subjects, and respective sums of activity scores assigned for each CYP2D6 allele were used as covariates in model development. RESULTS Our final model predicts the disposition of codeine and the formation of morphine, codeine-6-glucuronide and morphine-3-glucuronide adequately while accounting for variability in morphine exposure on the basis of CYP2D6 genotype. In agreement with previous results, patients with decreased function alleles (CYP2D6*10 and *41) showed varying levels of decrease in CYP2D6 activity that were inconsistent with increasing activity scores. Model simulations demonstrate that morphine concentrations in ultrarapid CYP2D6 metabolisers reach systemic concentrations that can potentially cause respiratory depression (over 9.1 ng/mL), and have 218% higher exposure (19 versus 8.7 µg · h/L, p < 0.001) to morphine than normal metabolisers. Similarly, poor and intermediate metabolisers had significantly reduced morphine exposure (1.0 and 3.7 versus 8.7 µg · h/L, p < 0.001) as compared with normal metabolisers. CONCLUSIONS Our final model leads the way in implementing model-informed precision dosing in codeine therapy and identifies the use of genetic testing as an integral component in the effort to implement rational pharmacotherapy with codeine.
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Affiliation(s)
- Muhammad Waqar Ashraf
- Department of Anaesthesiology and Intensive Care, University of Turku, Kiinamyllynkatu 4-8, P.O. Box 52, 20520, Turku, Finland
| | - Satu Poikola
- Division of Anaesthesiology, Department of Anaesthesiology, Intensive Care and Pain Medicine, Jorvi Hospital, University of Helsinki, HUS Helsinki University Hospital, Helsinki, Finland
| | - Mikko Neuvonen
- Department of Clinical Pharmacology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Johanna I Kiiski
- Department of Clinical Pharmacology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Vesa K Kontinen
- Division of Anaesthesiology, Department of Anaesthesiology, Intensive Care and Pain Medicine, Jorvi Hospital, University of Helsinki, HUS Helsinki University Hospital, Helsinki, Finland
| | - Klaus T Olkkola
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki, HUS Helsinki University Hospital, Helsinki, Finland
| | - Janne T Backman
- Department of Clinical Pharmacology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Mikko Niemi
- Department of Clinical Pharmacology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Teijo I Saari
- Department of Anaesthesiology and Intensive Care, University of Turku, Kiinamyllynkatu 4-8, P.O. Box 52, 20520, Turku, Finland.
- Division of Perioperative Services, Intensive Care and Pain Medicine, Turku University Hospital, Turku, Finland.
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5
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Medwid S, Kim RB. Implementation of pharmacogenomics: Where are we now? Br J Clin Pharmacol 2024; 90:1763-1781. [PMID: 36366858 DOI: 10.1111/bcp.15591] [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: 07/27/2022] [Revised: 11/01/2022] [Accepted: 11/07/2022] [Indexed: 11/13/2022] Open
Abstract
Pharmacogenomics (PGx), examining the effect of genetic variation on interpatient variation in drug disposition and response, has been widely studied for several decades. However, as cost, as well as turnaround time associated with PGx testing, has significantly improved, the use of PGx in the clinical setting has been gaining momentum. Nevertheless, challenges have emerged in the broader clinical implementation of PGx. In this review, we will outline current models of PGx delivery and methodologies of evaluation, and discuss clinically relevant PGx tests and associated medications. Additionally, we will describe our approach for the broad implementation of pre-emptive DPYD genotyping in patients taking fluoropyrimidines in Ontario, Canada, as an example of clinically actionable PGx testing with sufficient clinical evidence of patient benefit that can become a new standard of patient care. We will highlight challenges associated with PGx testing, including a lack of diversity in PGx studies as well as general limitations that impact the broad adoption of PGx testing. Lastly, we examine the future of PGx, discussing new clinical targets, methodologies and analysis approaches.
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Affiliation(s)
- Samantha Medwid
- Department of Medicine, University of Western Ontario, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
- London Health Sciences Centre, London, Ontario, Canada
| | - Richard B Kim
- Department of Medicine, University of Western Ontario, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
- London Health Sciences Centre, London, Ontario, Canada
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Yang Y, Zhang X, Wang Y, Xi H, Xu M, Zheng L. Physiologically based pharmacokinetic modeling to predict the pharmacokinetics of codeine in different CYP2D6 phenotypes. Front Pharmacol 2024; 15:1342515. [PMID: 38756374 PMCID: PMC11096448 DOI: 10.3389/fphar.2024.1342515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/10/2024] [Indexed: 05/18/2024] Open
Abstract
Objectives Codeine, a prodrug used as an opioid agonist, is metabolized to the active product morphine by CYP2D6. This study aimed to establish physiologically based pharmacokinetic (PBPK) models of codeine and morphine and explore the influence of CYP2D6 genetic polymorphisms on the pharmacokinetics of codeine and morphine. Methods An initial PBPK modeling of codeine in healthy adults was established using PK-Sim® software and subsequently extrapolated to CYP2D6 phenotype-related PBPK modeling based on the turnover frequency (Kcat) of CYP2D6 for different phenotype populations (UM, EM, IM, and PM). The mean fold error (MFE) and geometric mean fold error (GMFE) methods were used to compare the differences between the predicted and observed values of the pharmacokinetic parameters to evaluate the accuracy of PBPK modeling. The validated models were then used to support dose safety for different CYP2D6 phenotypes. Results The developed and validated CYP2D6 phenotype-related PBPK model successfully predicted codeine and morphine dispositions in different CYP2D6 phenotypes. Compared with EMs, the predicted AUC0-∞ value of morphine was 98.6% lower in PMs, 60.84% lower in IMs, and 73.43% higher in UMs. Morphine plasma exposure in IMs administered 80 mg of codeine was roughly comparable to that in EMs administered 30 mg of codeine. CYP2D6 UMs may start dose titration to achieve an optimal individual regimen and avoid a single dose of over 20 mg. Codeine should not be used in PMs for pain relief, considering its insufficient efficacy. Conclusion PBPK modeling can be applied to explore the dosing safety of codeine and can be helpful in predicting the effect of CYP2D6 genetic polymorphisms on drug-drug interactions (DDIs) with codeine in the future.
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Affiliation(s)
- Yujie Yang
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Xiqian Zhang
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Yirong Wang
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Heng Xi
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Min Xu
- Department of Pharmacy, The Third People’s Hospital of Chengdu, College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Liang Zheng
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
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Thomford NE, Abraham SA, Nyarko SB, Biney RP. A consideration of CYP2D6 genetic variations in the Ghanaian population as a potential 'culprit' for the tramadol 'abuse crisis'. BMC Med Genomics 2024; 17:28. [PMID: 38254077 PMCID: PMC10804791 DOI: 10.1186/s12920-023-01773-8] [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: 03/15/2023] [Accepted: 12/12/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Cytochrome P450 2D6 is involved in the metabolism of several important medicines including opioids. Variations in CYP2D6 have been implicated in drug response and according to the Clinical Pharmacogenetics Implementation Consortium Guideline (CPIC) for CYP2D6, dosing for CYP2D6 substrates should be based on variants carried by individuals. Although CYP2D6 variations in Ghana had been previously recorded, not all variants have been reported in the Ghanaian population. In this exploratory study we set to investigate certain unreported variations in the Ghanaian population in addition to the previously reported ones and use that to understand the tramadol 'abuse' crisis that is currently being experienced in Ghana. METHODS This study employed a convenience sampling approach to include 106 unrelated participants who were recruited as part of the PHARMABIOME project. We successfully genotyped 106 samples using Iplex GOLD SNP genotyping protocol after extracting DNA from these individuals. Allele and diplotype frequencies were undertaken by counting from observed genotypes. Comparison of alleles reported from various studies were done. RESULTS Unreported alleles such as *3, *9 and *41 which are classified as no function and decreased function were observed in our study cohort. In addition, variants such as (*1, *2, *4, *5, *10, *17 and *29 were observed with different frequencies. Our study showed 26% representation of intermediate metabolizers (IM) and 2% poor metabolizers (PM) in the study population. CONCLUSION The implications for informal sector workers who use tramadol for recreational purposes, is that IMs and PMs will overdose as they may have reduced analgesic effects which will translate into increased risks of unforeseen adverse events. We therefore propose that CYP2D6 should be considered in opioid dosage while making use of these observed variations to implement new approaches to tackle the tramadol 'abuse crisis' in Ghana.
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Affiliation(s)
- Nicholas Ekow Thomford
- Department of Medical Biochemistry, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana.
- Pharmacogenomics and Genomic Medicine Group, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana.
- Division of Human Genetics, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Anzio Road, Observatory, Cape Town, 7925, South Africa.
| | - Susanna Aba Abraham
- Department of Adult Health, School of Nursing and Midwifery, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Samuel Badu Nyarko
- Department of Medical Biochemistry, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
- Pharmacogenomics and Genomic Medicine Group, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Robert Peter Biney
- Pharmacogenomics and Genomic Medicine Group, School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
- Department of Pharmacotherapeutics and Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
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Gu S, Luo Q, Wen C, Zhang Y, Liu L, Liu L, Liu S, Chen C, Lei Q, Zeng S. Application of Advanced Technologies-Nanotechnology, Genomics Technology, and 3D Printing Technology-In Precision Anesthesia: A Comprehensive Narrative Review. Pharmaceutics 2023; 15:2289. [PMID: 37765258 PMCID: PMC10535504 DOI: 10.3390/pharmaceutics15092289] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 08/10/2023] [Accepted: 08/30/2023] [Indexed: 09/29/2023] Open
Abstract
There has been increasing interest and rapid developments in precision medicine, which is a new medical concept and model based on individualized medicine with the joint application of genomics, bioinformatics engineering, and big data science. By applying numerous emerging medical frontier technologies, precision medicine could allow individualized and precise treatment for specific diseases and patients. This article reviews the application and progress of advanced technologies in the anesthesiology field, in which nanotechnology and genomics can provide more personalized anesthesia protocols, while 3D printing can yield more patient-friendly anesthesia supplies and technical training materials to improve the accuracy and efficiency of decision-making in anesthesiology. The objective of this manuscript is to analyze the recent scientific evidence on the application of nanotechnology in anesthesiology. It specifically focuses on nanomedicine, precision medicine, and clinical anesthesia. In addition, it also includes genomics and 3D printing. By studying the current research and advancements in these advanced technologies, this review aims to provide a deeper understanding of the potential impact of these advanced technologies on improving anesthesia techniques, personalized pain management, and advancing precision medicine in the field of anesthesia.
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Affiliation(s)
- Shiyao Gu
- Department of Anesthesiology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China
| | - Qingyong Luo
- Department of Anesthesiology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China
| | - Cen Wen
- Department of Anesthesiology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China
| | - Yu Zhang
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu 610072, China
| | - Li Liu
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu 610072, China
| | - Liu Liu
- Department of Anesthesiology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China
| | - Su Liu
- Department of Anesthesiology, Affiliated Hospital of Xuzhou Medical University, Xuzhou 221000, China
| | - Chunhua Chen
- Department of Anatomy and Embryology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China
| | - Qian Lei
- Department of Anesthesiology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China
| | - Si Zeng
- Department of Anesthesiology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, China
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Hayek SM, Jones BA, Veizi E, Tran TQ, DeLozier SJ. Efficacy of Continuous Intrathecal Infusion Trialing with a Mixture of Fentanyl and Bupivacaine in Chronic Low Back Pain Patients. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:796-808. [PMID: 36515491 PMCID: PMC10321766 DOI: 10.1093/pm/pnac195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 11/11/2022] [Accepted: 12/06/2022] [Indexed: 12/15/2022]
Abstract
Intrathecal trialing is used as a screening prognostic measure prior to intrathecal drug delivery system implant. The purpose of this study was to determine the efficacy of a continuous intrathecal infusion of an admixture of bupivacaine and fentanyl in patients with chronic low back pain. Patients with refractory chronic low back pain in the setting of previous lumbar spine surgery and/or chronic vertebral compression fracture(s) were enrolled in a randomized double blind cross-over study comparing saline infusion to infusion of a solution containing bupivacaine combined with low-dose fentanyl over a 14-18 hour period. The primary outcome measure was the change in pain intensity at the end of the screening trial. Patients who experienced significant pain reduction from either infusion relative to baseline pain were offered a permanent implant. In total, 36 patients were enrolled, with 31 patients trialed and 25 implanted. At the end of the screening trial, pain scores, at rest or with activity, decreased appreciably in both groups; however, significantly better improvements occurred in the fentanyl/bupivacaine group compared to saline both with activity and at rest (P = .016 and .006, respectively). Treatment order appeared to affect outcome with saline demonstrating a placebo response. At 12 months following implant, primary and secondary outcome measures continued to be significantly reduced from baseline. Continuous intrathecal delivery of a combination of zlow-dose fentanyl with bupivacaine is superior to saline in screening intrathecal trialing for back pain reduction. With longer term delivery, a sustained reduction of chronic low back pain was also observed.
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Affiliation(s)
- Salim M Hayek
- Division of Pain Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Department of Anesthesiology/Case Western Reserve University, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Bradford A Jones
- Division of Pain Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Department of Anesthesiology/Case Western Reserve University, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Pain Medicine Service, Northeast Ohio VA Health Care System (NEOHVAHCS), Cleveland, Ohio, USA
| | | | - Thang Q Tran
- School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Sarah J DeLozier
- Clinical Research Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
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10
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Myers AL, Jeske AH. Provider-directed analgesia for dental pain. Expert Rev Clin Pharmacol 2023; 16:435-451. [PMID: 37083548 DOI: 10.1080/17512433.2023.2206118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2023]
Abstract
INTRODUCTION Extraction of impacted molar teeth is a common procedure performed by oral surgeons and general dentists, with postoperative pain being a significant adverse event post-surgery. If mismanaged, pain can lead to complications that impact oral and systemic health. The current scourge of the opioid epidemic has ushered in a new era of provider-directed analgesic (PDA) therapy in dentistry. AREAS COVERED This article provides an in-depth review on the major pharmacological and therapeutic properties of established and alternative analgesics used to manage dental pain. EXPERT OPINION Substantial evidence-based literature shows combination of a non-steroidal anti-inflammatory drug (NSAID; e.g. ibuprofen) and acetaminophen provides superior pain relief than single-agent or combination opioid regimens. However, there are clinical scenarios (e.g. severe pain) when short-course opioid prescription is appropriate in select patients, in which a 2-3-day treatment duration is typically sufficient. Alternative agents (e.g. caffeine, gabapentin, phytotherapies), typically in combination with established agents, can mitigate postoperative dental pain. Some evidence suggests preemptive therapies (e.g. corticosteroids, NSAIDs) reduce amounts of postsurgical analgesic consumption and might lessen opioid prescription burden. In summary, this comprehensive review provides an opportune update on the evolving landscape of pharmacotherapy for acute postsurgical dental pain, informing best practices for PDA in the dental setting.
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Affiliation(s)
- Alan L Myers
- Department of Diagnostic & Biomedical Sciences, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Arthur H Jeske
- Office of the Dean, School of Dentistry, The University of Texas Health Science Center at Houston, Houston, TX, USA
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11
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Baldo BA. Allergic and other adverse reactions to drugs used in anesthesia and surgery. ANESTHESIOLOGY AND PERIOPERATIVE SCIENCE 2023; 1:16. [PMCID: PMC10264870 DOI: 10.1007/s44254-023-00018-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 03/02/2023] [Accepted: 04/11/2023] [Indexed: 11/13/2023]
Abstract
The list of drugs patients may be exposed to during the perioperative and postoperative periods is potentially extensive. It includes induction agents, neuromuscular blocking drugs (NMBDs), opioids, antibiotics, sugammadex, colloids, local anesthetics, polypeptides, antifibrinolytic agents, heparin and related anticoagulants, blue dyes, chlorhexidine, and a range of other agents depending on several factors related to individual patients’ clinical condition and progress in the postoperative recovery period. To avoid poor or ultrarapid metabolizers to a particular drug (for example tramadol and codeine) or possible adverse drug reactions (ADRs), some drugs may need to be avoided during or after surgery. This will be the case for patients with a history of anaphylaxis or other adverse events/intolerances to a known drug. Other drugs may be ceased for a period before surgery, e.g., anticoagulants that increase the chance of bleeding; diuretics for patients with acute renal failure; antihypertensives relative to kidney injury after major vascular surgery; and serotonergic drugs that together with some opioids may rarely induce serotonin toxicity. Studies of germline variations shown by genotyping and phenotyping to identify a predisposition of genetic factors to ADRs offer an increasingly important approach to individualize drug therapy. Studies of associations of human leukocyte antigen (HLA) genes with some serious delayed immune-mediated reactions are ongoing and variations of drug-metabolizing cytochrome CYP450 enzymes, P-glycoprotein, and catechol-O -methyltransferase show promise for the assessment of ADRs and non-responses to drugs, particularly opioids and other analgesics. Surveys of ADRs from an increasing number of institutions often cover small numbers of patients, are retrospective in nature, fail to clearly identify culprit drugs, and do not adequately distinguish immune-mediated from non-immune-mediated anaphylactoid reactions. From the many surveys undertaken, the large list of agents identified during and after anesthesia and surgery are examined for their ADR involvement. Drugs are classified into those most often involved, (NMBD and antibiotics); drugs that are becoming more frequently implicated, namely antibiotics (particularly teicoplanin), and blue dyes; those becoming less frequently involved; and drugs more rarely involved in perioperative, and postoperative adverse reactions but still important and necessary to keep in mind for the occasional potential sensitive patient. Clinicians should be aware of the similarities between drug-induced true allergic type I IgE/FcεRI- and pseudoallergic MRGPRX2-mediated ADRs, the clinical features of each, and their distinguishing characteristics. Procedures for identifying MRGPRX2 agonists and diagnosing and distinguishing pseudoallergic from allergic reaction mechanisms are discussed.
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Affiliation(s)
- Brian A. Baldo
- Molecular Immunology Unit, Kolling Institute of Medical Research, Royal North Shore Hospital of Sydney, St Leonards, Australia
- Department of Medicine, University of Sydney, Sydney, NSW Australia
- Lindfield, Australia
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12
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Abstract
Introducing precision medicine strategies into routine practice will require robust economic evidence. Decision-makers need to understand the value of a precision medicine strategy compared with alternative ways to treat patients. This chapter describes health economic analysis techniques that are needed to generate this evidence. The value of any precision medicine strategy can be demonstrated early to inform evidence generation and improve the likelihood of translation into routine practice. Advances in health economic analysis techniques are also explained and their relevance to precision medicine is highlighted. Ensuring that constraints on delivery are resolved to increase uptake and implementation will improve the value of a new precision medicine strategy. Empirical methods to quantify stakeholders' preferences can be effective to inform the design of a precision medicine intervention or service delivery model. A range of techniques to generate relevant economic evidence are now available to support the development and translation of precision medicine into routine practice. This economic evidence is essential to inform resource allocation decisions and will enable patients to benefit from cost-effective precision medicine strategies in the future.
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Affiliation(s)
- Katherine Payne
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.
| | - Sean P Gavan
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
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13
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Chen JH, Lin IH, Hsueh TY, Dalley JW, Tsai TH. Pharmacokinetics and transplacental transfer of codeine and codeine metabolites from Papaver somniferum L. JOURNAL OF ETHNOPHARMACOLOGY 2022; 298:115623. [PMID: 36007718 DOI: 10.1016/j.jep.2022.115623] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 07/04/2022] [Accepted: 08/06/2022] [Indexed: 06/15/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Papaveris Pericarpium, which is the dried husk of Papaver somniferum L., has been used as a phytomedicine to relieve cough, diarrhea and pain. The alkaloid codeine contained therein via biotransformation converts to morphine and potentially produces addictive and toxic effects. Due to the healthy concern for a pregnant woman, our hypothesis is that codeine and its metabolites can penetrate the placental barrier to reach the foetus and amniotic fluid, and these processes may be modulated by the transporter. AIM OF THE STUDY Because codeine is also considered a prodrug of morphine, it has a good analgesic effect. It is often used by pregnant women but may expose the foetus to the risk of morphine harm. The aim of this study is to investigate the metabolic rate, distribution and transplacental transfer mechanism of codeine and its metabolites morphine and morphine-3-glucuronide (M3G) in pregnant rats and to assess the risk of medication for pregnant women. MATERIALS AND METHODS Ultrahigh-performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS) combined with a microdialysis system was developed to monitor codeine, morphine and M3G in multiple sites of maternal blood, placenta, foetus and amniotic fluid after codeine administration. A compartmental model was used to calculate the pharmacokinetic parameters of codeine in blood after codeine administration (10 mg/kg, i.v.). The area under the concentration (AUC) ratio of AUCmetabolite/AUCcodeine and AUCtissue/AUCblood was used to represent the metabolic biotransformation ratio and the drug from blood-to-tissue transfer ratio, respectively. RESULTS The pharmacokinetic results demonstrated that codeine fit well with a two-compartment model and went through rapid metabolism to morphine and M3G in pregnant rats after codeine administration (10 mg/kg, i.v.). The biotransformation ratios of AUCmorphine/AUCcodeine, AUCM3G/AUCmorphine and AUCM3G/AUCcodeine were 0.12 ± 0.03, 54.45 ± 20.61 and 6.53 ± 2.47, respectively, after codeine administration (10 mg/kg, i.v.), which suggested that codeine was easily metabolized into M3G through morphine. The tissue distribution results demonstrated that all of the analytes penetrated into the foetus through the placenta; however, the blood-to-tissue transfer ratio (AUCtissue/AUCblood) of morphine and M3G was relatively lower than that of codeine after codeine administration (10 mg/kg, i.v.), which suggested that the blood-placenta barrier blocks the penetration of morphine and M3G into the foetus. Thus, the tissue transfer of morphine in the placenta and foetus was significantly enhanced by treatment with corticosterone, an inhibitor of organic cation transporter (OCT). CONCLUSION Based on microdialysis coupled to a validated UHPLC-MS/MS system, the pharmacokinetics and metabolic biotransformation of codeine and its metabolites were analyzed and clarified. The potential mechanism of morphine placental transfer was modulated by OCT transporters.
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Affiliation(s)
- Jung-Hung Chen
- Institute of Traditional Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, 112, Taiwan
| | - I-Hsin Lin
- Institute of Traditional Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, 112, Taiwan
| | - Thomas Y Hsueh
- Division of Urology, Department of Surgery, Taipei City Hospital Renai Branch, Taipei, 106, Taiwan; Department of Urology, School of Medicine, National Yang Ming Chiao Tung University, Taipei, 112, Taiwan
| | - Jeffrey W Dalley
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK; Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
| | - Tung-Hu Tsai
- Institute of Traditional Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, 112, Taiwan; Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK.
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14
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Nahid NA, Johnson JA. CYP2D6 pharmacogenetics and phenoconversion in personalized medicine. Expert Opin Drug Metab Toxicol 2022; 18:769-785. [PMID: 36597259 PMCID: PMC9891304 DOI: 10.1080/17425255.2022.2160317] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 12/15/2022] [Indexed: 01/05/2023]
Abstract
INTRODUCTION CYP2D6 contributes to the metabolism of approximately 20-25% of drugs. However, CYP2D6 is highly polymorphic and different alleles can lead to impacts ranging from null to increase in activity. Moreover, there are commonly used drugs that potently inhibit the CYP2D6, thus causing 'phenoconversion' which can convert the genotypic normal metabolizer into phenotypic poor metabolizer. Despite growing literature on the clinical implications of non-normal CYP2D6 genotype and phenoconversion on patient-related outcomes, implementation of CYP2D6 pharmacogenetics and phenoconversion to guide prescribing is rare. This review focuses on providing the clinical importance of CYP2D6 pharmacogenetics and phenoconversion in precision medicine and summarizes the challenges and approaches to implement these into clinical practice. AREAS COVERED A literature search was performed using PubMed and clinical studies documenting the effects of CYP2D6 genotypes and/or CYP2D6 inhibitors on pharmacokinetics, pharmacodynamics or treatment outcomes of CYP2D6-metabolized drugs, and studies on implementation challenges and approaches. EXPERT OPINION Considering the extent and impact of genetic polymorphisms of CYP2D6, phenoconversion by the comedications, and contribution of CYP2D6 in drug metabolism, CYP2D6 pharmacogenetics is essential to ensure drug safety and efficacy. Utilization of proper guidelines incorporating both CYP2D6 pharmacogenetics and phenoconversion in clinical care assists in optimizing drug therapy.
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Affiliation(s)
- Noor A. Nahid
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA
| | - Julie A. Johnson
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA
- Division of Cardiovascular Medicine, University of Florida College of Medicine, FL, USA
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15
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Ayuso P, Macías Y, Gómez-Tabales J, García-Martín E, Agúndez JAG. Molecular monitoring of patient response to painkiller drugs. Expert Rev Mol Diagn 2022; 22:545-558. [PMID: 35733288 DOI: 10.1080/14737159.2022.2093638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Non-steroidal anti-inflammatory drugs and opioids are widely prescribed for the treatment of mild to severe pain. Wide interindividual variability regarding the analgesic efficacy and adverse reactions to these drugs (ADRs) exist, although the mechanisms responsible for these ADRs are not well understood. AREAS COVERED We provide an overview of the clinical impact of variants in genes related to the pharmacokinetics and pharmacodynamics of painkillers, as well as those associated with the susceptibility to ADRs. Also, we discuss the current pharmacogenetic-guided treatment recommendations for the therapeutic use of non-steroidal anti-inflammatory drugs and opioids. EXPERT OPINION In the light of the data analyzed, common variants in genes involved in pharmacokinetics and pharmacodynamics processes may partially explain the lack of response to painkiller treatment and the occurrence of adverse drug reactions. The implementation of high-throughput sequencing technologies may help to unveil the role of rare variants as considerable contributors to explaining the interindividual variability in drug response. Furthermore, a consensus between the diverse pharmacogenetic guidelines is necessary to extend the implementation of pharmacogenetic-guided prescription in daily clinical practice. Additionally, the physiologically-based pharmacokinetics and pharmacodynamics modeling techniques may contribute to the improvement of these guidelines and facilitate clinicians drug dose adjustment.
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Affiliation(s)
- Pedro Ayuso
- University Institute of Molecular Pathology Biomarkers, UEx. ARADyAL, Instituto de Salud Carlos III, Cáceres, Spain
| | - Yolanda Macías
- University Institute of Molecular Pathology Biomarkers, UEx. ARADyAL, Instituto de Salud Carlos III, Cáceres, Spain
| | - Javier Gómez-Tabales
- University Institute of Molecular Pathology Biomarkers, UEx. ARADyAL, Instituto de Salud Carlos III, Cáceres, Spain
| | - Elena García-Martín
- University Institute of Molecular Pathology Biomarkers, UEx. ARADyAL, Instituto de Salud Carlos III, Cáceres, Spain
| | - José A G Agúndez
- University Institute of Molecular Pathology Biomarkers, UEx. ARADyAL, Instituto de Salud Carlos III, Cáceres, Spain
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16
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Mackie ERR, Barrow AS, Christoff RM, Abbott BM, Gendall AR, Soares da Costa TP. A dual-target herbicidal inhibitor of lysine biosynthesis. eLife 2022; 11:78235. [PMID: 35723913 PMCID: PMC9208756 DOI: 10.7554/elife.78235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 06/10/2022] [Indexed: 11/29/2022] Open
Abstract
Herbicides with novel modes of action are urgently needed to safeguard global agricultural industries against the damaging effects of herbicide-resistant weeds. We recently developed the first herbicidal inhibitors of lysine biosynthesis, which provided proof-of-concept for a promising novel herbicide target. In this study, we expanded upon our understanding of the mode of action of herbicidal lysine biosynthesis inhibitors. We previously postulated that these inhibitors may act as proherbicides. Here, we show this is not the case. We report an additional mode of action of these inhibitors, through their inhibition of a second lysine biosynthesis enzyme, and investigate the molecular determinants of inhibition. Furthermore, we extend our herbicidal activity analyses to include a weed species of global significance.
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Affiliation(s)
- Emily R R Mackie
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Australia.,School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, Waite Campus, Glen Osmond, Australia
| | - Andrew S Barrow
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Australia
| | - Rebecca M Christoff
- Department of Chemistry and Physics, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Australia
| | - Belinda M Abbott
- Department of Chemistry and Physics, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Australia
| | - Anthony R Gendall
- Australian Research Council Industrial Transformation Research Hub for Medicinal Agriculture, AgriBio, La Trobe University, Bundoora, Australia.,Department of Animal, Plant and Soil Sciences, La Trobe University, Bundoora, Australia
| | - Tatiana P Soares da Costa
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Australia.,School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, Waite Campus, Glen Osmond, Australia
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17
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Muradian AA, Sychev DA, Blagovestnov DA, Petrov DI, Skukin DS, Epifanova IP, Sozaeva ZA, Kachanova AA, Denisenko NP, Abdullaev SP, Grishina EA. Evaluation of the association of polymorphisms of the CYP2C8 gene with the efficacy and safety of ketorolac in patients with postoperative pain syndrome. TERAPEVT ARKH 2022; 94:610-615. [DOI: 10.26442/00403660.2022.05.201495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 06/16/2022] [Indexed: 11/22/2022]
Abstract
Aim. To evaluate the possible association of CYP2C8 gene polymorphisms with the clinical efficacy and safety of ketorolac in relation to postoperative pain.
Materials and methods. The study included 107 patients after video laparoscopic cholecystectomy, who received ketorolac (30 mg 2.0 w/m 3 r/d) as postoperative pain relief. All patients were genotyped for CYP2C8. The pain syndrome was assessed using the visual analog scale, the McGill pain questionnaire. The profile of adverse reactions was assessed by the dynamics of red blood counts, as a possible trigger for the development of gastrointestinal bleeding according to the method of global assessment of triggers (Global Trigger Tool GTT).
Results. According to visual analog scale data: in carriers of the genotype CYP2C8*3 (rs10509681) and CYP2C8*3 (rs11572080) after 12, 24, 36, 48 hours the intensity of pain syndrome is lower than in carriers of the wild type (p0.05). According to the McGill pain questionnaire, there were no statistically significant differences in pain intensity between the two groups.
Conclusion. In carriers of the genotype CYP2C8*3 (rs10509681) and CYP2C8*3 (rs11572080), the effectiveness of anesthesia with ketorolac is higher than in carriers of the wild type. Carriage of the genotype CYP2C8*3 (rs10509681) and CYP2C8*3 (rs10509681) does not affect the risk of developing adverse reactions after ketorolac anesthesia.
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18
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Baldo BA. Current research in pathophysiology of opioid-induced respiratory depression, neonatal opioid withdrawal syndrome, and neonatal antidepressant exposure syndrome. Curr Res Toxicol 2022; 3:100078. [PMID: 35734228 PMCID: PMC9207297 DOI: 10.1016/j.crtox.2022.100078] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 05/20/2022] [Accepted: 06/01/2022] [Indexed: 01/29/2023] Open
Abstract
Respiratory depression (RD) is the primary cause of death due to opioids. Opioids bind to mu (µ)-opioid receptors (MORs) encoded by the MOR gene Oprm1, widely expressed in the central and peripheral nervous systems including centers that modulate breathing. Respiratory centers are located throughout the brainstem. Experiments with Oprm1-deleted knockout (KO) mice undertaken to determine which sites are necessary for the induction of opioid-induced respiratory depression (OIRD) showed that the pre-Bötzinger complex (preBötC) and the pontine Kölliker-Fuse nucleus (KF) contribute equally to OIRD but RD was not totally eliminated. Morphine showed a differential influence on preBötC and KF neurons - low doses attenuated RD following deletion of MORs from preBötC neurons and an increase in apneas after high doses whereas deletion of MORs from KF neurons but not the preBötC attenuated RD at both high and low doses. In other KO mice studies, morphine administration after deletion of Oprm1 from both the preBötC and the KF/PBN neurons, led to the conclusion that both respiratory centres contribute to OIRD but the preBötC predominates. MOR-mediated post-synaptic activation of GIRK potassium channels has been implicated as a cause of OIRD. A complementary mechanism in the preBötC involving KCNQ potassium channels independent of MOR signaling has been described. Recent experiments in rats showing that morphine depresses normal, but not gasping breathing, cast doubt on the belief that eupnea, sighs, and gasps, are under the control of preBötC neurons. Methadone, administered to alleviate symptoms of neonatal opioid withdrawal syndrome (NOWES), desensitized rats to OIRD. Protection lost between postnatal days 1 and 2 coincides with the preBötC becoming the dominant generator of respiratory rhythm. Neonatal antidepressant exposure syndrome (NADES) and serotonin toxicity (ST) show similarities including RD. Enzyme CYP2D6 involved in opioid detoxification is polymorphic. Individuals of different CYP2D6 genotype may show increased, decreased, or no enzyme activity, contributing to the variability of patient responses to different opioids and OIRD.
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Key Words
- AAV, adeno-associated virus
- CDC, Centers for Disease control and prevention
- CTAP, MOR agonist (D-Phe-Cys-Tyr-D-Trp-Arg-Thr-Pen-Thr-NH2)
- DAMGO, synthetic specific MOR agonist [D-Ala2, N-MePhe4, Gly-ol]-enkephalin
- DRG, dorsal respiratory group
- FDA, Food and Drug Administration
- GIRK, G protein-gated inwardly-rectifying potassium (K+)
- GPCR, G protein-coupled receptor
- KCNQ, voltage-gated potassium (Kv) channels in the KCNQ (Kv7) family
- KF, Kölliker-Fuse nucleus
- Kölliker-Fuse nucleus and opioid-induced respiratory depression
- MOR, mu opioid receptor
- NADES, neonatal antidepressant exposure syndrome
- NAS, neonatal abstinence syndrome
- NIH, National Institutes of Health
- NK-1R, neurokinin-1 receptor
- NOWES, neonatal opioid withdrawal syndrome
- Neonatal opioid withdrawal syndrome
- Neural mediation of opioid-induced respiratory depression
- OAD, opioid analgesic drug
- OIRD, opioid-induced respiratory depression
- PBL, lateral parabrachial
- PBN, parabrachial nucleus
- PRG, pontine respiratory group
- Pathophysiology of opioid-induced respiratory depression
- Pre-Bötzinger complex and opioid-induced respiratory depression
- RD, respiratory depression
- TACR1, tachykinin receptor 1
- VRG, ventral respiratory group
- preBötC, pre-Bötzinger complex
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Affiliation(s)
- Brian A. Baldo
- Kolling Institute of Medical Research, Royal North Shore Hospital of Sydney and Department of Medicine, University of Sydney, Sydney, NSW, Australia
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19
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Pharmacogenetics and Pain Treatment with a Focus on Non-Steroidal Anti-Inflammatory Drugs (NSAIDs) and Antidepressants: A Systematic Review. Pharmaceutics 2022; 14:pharmaceutics14061190. [PMID: 35745763 PMCID: PMC9228102 DOI: 10.3390/pharmaceutics14061190] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/29/2022] [Accepted: 05/30/2022] [Indexed: 11/17/2022] Open
Abstract
Background: This systematic review summarizes the impact of pharmacogenetics on the effect and safety of non-steroidal anti-inflammatory drugs (NSAIDs) and antidepressants when used for pain treatment. Methods: A systematic literature search was performed according to the preferred reporting items for systematic reviews and meta-analysis (PRISMA) guidelines regarding the human in vivo efficacy and safety of NSAIDs and antidepressants in pain treatment that take pharmacogenetic parameters into consideration. Studies were collected from PubMed, Scopus, and Web of Science up to the cutoff date 18 October 2021. Results: Twenty-five articles out of the 6547 initially detected publications were identified. Relevant medication–gene interactions were noted for drug safety. Interactions important for pain management were detected for (1) ibuprofen/CYP2C9; (2) celecoxib/CYP2C9; (3) piroxicam/CYP2C8, CYP2C9; (4) diclofenac/CYP2C9, UGT2B7, CYP2C8, ABCC2; (5) meloxicam/CYP2C9; (6) aspirin/CYP2C9, SLCO1B1, and CHST2; (7) amitriptyline/CYP2D6 and CYP2C19; (8) imipramine/CYP2C19; (9) nortriptyline/CYP2C19, CYP2D6, ABCB1; and (10) escitalopram/HTR2C, CYP2C19, and CYP1A2. Conclusions: Overall, a lack of well powered human in vivo studies assessing the pharmacogenetics in pain patients treated with NSAIDs or antidepressants is noted. Studies indicate a higher risk for partly severe side effects for the CYP2C9 poor metabolizers and NSAIDs. Further in vivo studies are needed to consolidate the relevant polymorphisms in NSAID safety as well as in the efficacy of NSAIDs and antidepressants in pain management.
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Smith DM, Stevenson JM, Ho TT, Formea CM, Gammal RS, Cavallari LH. Pharmacogenetics: A Precision Medicine Approach to Combatting the Opioid Epidemic. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2022; 5:239-250. [PMID: 35784584 PMCID: PMC9248444 DOI: 10.1002/jac5.1582] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Ineffective pain control is the most commonly cited reason for misuse of prescription opioids and is influenced by genetics. In particular, the gene encoding the CYP2D6 enzyme, which metabolizes some of the most commonly prescribed opioids (e.g., tramadol, hydrocodone) to their more potent forms, is highly polymorphic and can lead to reduced concentrations of the active metabolites and decreased opioid effectiveness. Consideration of the CYP2D6 genotype may allow for predicting opioid response and identifying patients who are likely to respond well to lower potency opioids as well as those who may derive greater pain relief from non-opioid analgesics versus certain opioids. There is emerging evidence that a CYP2D6-guided approach to pain management improves pain control and reduces opioid consumption and thus may be a promising means for combating opioid misuse. Clinical practice guidelines are available for select opioids and other analgesics to support medication and dose selection based on pharmacogenetic data. This article describes the evidence supporting genotype-guided pain management as a means of improving pain control and reducing opioid misuse and clinical recommendations for genotype-guided analgesic prescribing. In addition, a "how to" guide using patient case examples is provided to demystify the process for implementing pharmacogenetics-guided pain management in order to optimize analgesia and minimize adverse effects. Optimizing pain management through genotype-guided approaches may ultimately provide safer and more effective therapy for pain control while decreasing the risk for opioid misuse.
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Affiliation(s)
- D. Max Smith
- MedStar Health, Columbia, Maryland, USA.,Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - James M. Stevenson
- Division of Clinical Pharmacology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Teresa T. Ho
- Department of Pharmacotherapeutics and Clinical Research, University of South Florida, Tampa, Florida, USA
| | - Christine M. Formea
- Department of Pharmacy and Intermountain Precision Genomics, Intermountain Healthcare, Salt Lake City, Utah, USA
| | - Roseann S. Gammal
- Department of Pharmacy Practice, Massachusetts College of Pharmacy and Health Sciences, Boston, Massachusetts, USA
| | - Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, Florida, USA.,Center for Pharmacogenomics and Precision Medicine, University of Florida, Gainesville, Florida, USA
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21
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Laudanski K, Wain J. Considerations for Cannabinoids in Perioperative Care by Anesthesiologists. J Clin Med 2022; 11:jcm11030558. [PMID: 35160010 PMCID: PMC8836924 DOI: 10.3390/jcm11030558] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 01/17/2022] [Accepted: 01/18/2022] [Indexed: 02/07/2023] Open
Abstract
Increased usage of recreational and medically indicated cannabinoid compounds has been an undeniable reality for anesthesiologists in recent years. These compounds’ complicated pharmacology, composition, and biological effects result in challenging issues for anesthesiologists during different phases of perioperative care. Here, we review the existing formulation of cannabinoids and their biological activity to put them into the context of the anesthesia plan execution. Perioperative considerations should include a way to gauge the patient’s intake of cannabinoids, the ability to gain consent properly, and vigilance to the increased risk of pulmonary and airway problems. Intraoperative management in individuals with cannabinoid use is complicated by the effects cannabinoids have on general anesthetics and depth of anesthesia monitoring while simultaneously increasing the potential occurrence of intraoperative hemodynamic instability. Postoperative planning should involve higher vigilance to the risk of postoperative strokes and acute coronary syndromes. However, most of the data are not up to date, rending definite conclusions on the importance of perioperative cannabinoid intake on anesthesia management difficult.
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Affiliation(s)
- Krzysztof Laudanski
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA
- Correspondence: (K.L.); (J.W.)
| | - Justin Wain
- School of Osteopathic Medicine, Campbell University, Buies Creek, NC 27506, USA
- Correspondence: (K.L.); (J.W.)
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22
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Pasin D, Pan M, Rasmussen BS, Linnet K, Dalsgaard PW, Mollerup CB. Metabolomics-driven determination of targets for salicylic acid and ibuprofen in positive electrospray ionization using LC-HRMS. Drug Test Anal 2022; 14:747-756. [PMID: 34984831 DOI: 10.1002/dta.3215] [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: 10/05/2021] [Revised: 11/22/2021] [Accepted: 12/13/2021] [Indexed: 11/05/2022]
Abstract
Due to the large number of basic therapeutic and illicit drugs, systematic toxicological analysis has widely been performed with liquid chromatography coupled to mass spectrometry using positive electrospray ionization. However, there exists a smaller number of drugs, typically acidic drugs, which require the use of negative electrospray ionization either via a separate injection or polarity switching. Here, targets relating to salicylic acid and ibuprofen in positive electrospray ionization were determined through a metabolomics-driven retrospective investigation of forensic casework. Samples were previously screened using liquid chromatography coupled with high-resolution mass spectrometry with quantification of target analytes performed using liquid chromatography with tandem mass spectrometry. Of the 1717 whole-blood samples submitted between 2014 and 2019, 48 were positive for salicylic acid (1.1-1400 mg/kg) and 78 for ibuprofen (1-46 mg/kg). Based on the retrospective analysis, 19 and 90 targets were identified for salicylic acid and ibuprofen, respectively. For targets of salicylic acid, the protonated adduct of salicyluric acid ([M+H]+ , m/z 196.0605) was present in 89.6% (n = 32) of the salicylic acid positive cases while the [M+HCOOH+CH3 CN+Ca-H]+ adduct (m/z 264.0179) of salicylic acid was present in all positive samples with concentrations above 66 mg/kg salicylic acid. Similarly, the [M + 2Na - H]+ adduct (m/z 251.1018) of ibuprofen was present in 98.7% (n = 77) of positive cases and was present in all samples with concentrations above 3 mg/kg ibuprofen.
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Affiliation(s)
- Daniel Pasin
- Section of Forensic Chemistry, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Meiru Pan
- Section of Forensic Chemistry, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Brian Schou Rasmussen
- Section of Forensic Chemistry, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Kristian Linnet
- Section of Forensic Chemistry, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Petur Weihe Dalsgaard
- Section of Forensic Chemistry, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Christian Brinch Mollerup
- Section of Forensic Chemistry, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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23
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Howes S, Cloutet AR, Kweon J, Powell TL, Raza D, Cornett EM, Kaye AD. Pharmacogenomics of Opioid Treatment for Pain Management. Methods Mol Biol 2022; 2547:491-504. [PMID: 36068474 DOI: 10.1007/978-1-0716-2573-6_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Pain affects approximately 100 million Americans. Pain harms quality of life and costs patients billions of dollars per year. Clinically, nonpharmacologic and pharmacologic therapies can alleviate acute and chronic pain suffering. Opioids are one type of medication used to manage pain. However, opioids can potentially create dependence and substance abuse, and the effects are not consistent in all patients. Pharmacogenomics is the study of the genome to understand the effects of drugs on individual patients based on their genetic information. Through pharmacogenomics, researchers can investigate genetic polymorphisms related to pain that maximize individual patient drug responses and minimize toxicity. This chapter discusses the pharmacogenomics of opioids to treat pain, including individual genetic differences to opioid treatments, opioid pharmacokinetics and pharmacodynamics, and the genetic polymorphisms associated with individual opioid medications.
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Affiliation(s)
| | | | | | | | - Daniel Raza
- Tulane School of Medicine, New Orleans, LA, USA
| | - Elyse M Cornett
- Department of Anesthesiology, LSU Health Shreveport, Shreveport, LA, USA.
| | - Alan D Kaye
- Departments of Anesthesiology and Pharmacology, Toxicology and Neurosciences, LSU Health Shreveport, Shreveport, LA, USA
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24
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Lyngstad G, Skjelbred P, Swanson DM, Skoglund LA. Analgesic effect of oral ibuprofen 400, 600, and 800 mg; paracetamol 500 and 1000 mg; and paracetamol 1000 mg plus 60 mg codeine in acute postoperative pain: a single-dose, randomized, placebo-controlled, and double-blind study. Eur J Clin Pharmacol 2021; 77:1843-1852. [PMID: 34655316 PMCID: PMC8585829 DOI: 10.1007/s00228-021-03231-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 10/08/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE Effect size estimates of analgesic drugs can be misleading. Ibuprofen (400 mg, 600 mg, 800 mg), paracetamol (1000 mg, 500 mg), paracetamol 1000 mg/codeine 60 mg, and placebo were investigated to establish the multidimensional pharmacodynamic profiles of each drug on acute pain with calculated effect size estimates. METHODS A randomized, double-blind, single-dose, placebo-controlled, parallel-group, single-centre, outpatient, and single-dose study used 350 patients (mean age 25 year, range 18 to 30 years) of homogenous ethnicity after third molar surgery. Primary outcome was sum pain intensity over 6 h. Secondary outcomes were time to analgesic onset, duration of analgesia, time to rescue drug intake, number of patients taking rescue drug, sum pain intensity difference, maximum pain intensity difference, time to maximum pain intensity difference, number needed to treat values, adverse effects, overall drug assessment as patient-reported outcome measure (PROM), and the effect size estimates NNT and NNTp. RESULTS Ibuprofen doses above 400 mg do not significantly increase analgesic effect. Paracetamol has a very flat analgesic dose-response profile. Paracetamol 1000/codeine 60 mg gives similar analgesia as ibuprofen from 400 mg, but has a shorter time to analgesic onset. Active drugs show no significant difference in maximal analgesic effect. Other secondary outcomes support these findings. The frequencies of adverse effects were low, mild to moderate in all active groups. NNT and NTTp values did not coincide well with PROMs. CONCLUSION Ibuprofen doses above 400 mg for acute pain offer limited analgesic gain. Paracetamol 1000 mg/codeine 60 mg is comparable to ibuprofen doses from 400 mg. Calculated effect size estimates and PROM in our study seem not to relate well as clinical analgesic efficacy estimators. TRIAL REGISTRATION NCT00699114.
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Affiliation(s)
- Gaute Lyngstad
- Section of Dental Pharmacology and Pharmacotherapy, Institute of Clinical Dentistry, Faculty of Dentistry, University of Oslo, Blindern, P. O. Box 1119, N-0317 Nydalen Oslo, Norway
| | - Per Skjelbred
- Department of Maxillofacial Surgery, Oslo University Hospital, P. O. Box 4950, Nydalen N-0424 Oslo, Norway
| | - David M. Swanson
- Oslo Centre for Biostatistics and Epidemiology, Oslo University Hospital, Blindern, P.O. Box 1122, N-0317 Oslo, Norway
| | - Lasse A. Skoglund
- Section of Dental Pharmacology and Pharmacotherapy, Institute of Clinical Dentistry, Faculty of Dentistry, University of Oslo, Blindern, P. O. Box 1119, N-0317 Nydalen Oslo, Norway
- Department of Maxillofacial Surgery, Oslo University Hospital, P. O. Box 4950, Nydalen N-0424 Oslo, Norway
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Crews KR, Monte AA, Huddart R, Caudle KE, Kharasch ED, Gaedigk A, Dunnenberger HM, Leeder JS, Callaghan JT, Samer CF, Klein TE, Haidar CE, Van Driest SL, Ruano G, Sangkuhl K, Cavallari LH, Müller DJ, Prows CA, Nagy M, Somogyi AA, Skaar TC. Clinical Pharmacogenetics Implementation Consortium Guideline for CYP2D6, OPRM1, and COMT Genotypes and Select Opioid Therapy. Clin Pharmacol Ther 2021; 110:888-896. [PMID: 33387367 PMCID: PMC8249478 DOI: 10.1002/cpt.2149] [Citation(s) in RCA: 220] [Impact Index Per Article: 55.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 12/02/2020] [Indexed: 11/08/2022]
Abstract
Opioids are mainly used to treat both acute and chronic pain. Several opioids are metabolized to some extent by CYP2D6 (codeine, tramadol, hydrocodone, oxycodone, and methadone). Polymorphisms in CYP2D6 have been studied for an association with the clinical effect and safety of these drugs. Other genes that have been studied for their association with opioid clinical effect or adverse events include OPRM1 (mu receptor) and COMT (catechol-O-methyltransferase). This guideline updates and expands the 2014 Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline for CYP2D6 genotype and codeine therapy and includes a summation of the evidence describing the impact of CYP2D6, OPRM1, and COMT on opioid analgesia and adverse events. We provide therapeutic recommendations for the use of CYP2D6 genotype results for prescribing codeine and tramadol and describe the limited and/or weak data for CYP2D6 and hydrocodone, oxycodone, and methadone, and for OPRM1 and COMT for clinical use.
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Affiliation(s)
- Kristine R. Crews
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Andrew A. Monte
- University of Colorado School of Medicine, Department of Emergency Medicine & Colorado Center for Personalized Medicine, Aurora, CO, USA
| | - Rachel Huddart
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | - Kelly E. Caudle
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Evan D. Kharasch
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy Kansas City, Kanas City, MO, USA
- School of Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Henry M. Dunnenberger
- Neaman Center for Personalized Medicine, NorthShore University HealthSystem, Evanston, IL, USA
| | - J. Steven Leeder
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy Kansas City, Kanas City, MO, USA
- School of Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
| | - John T. Callaghan
- Indiana University School of Medicine, Department of Medicine, Division of Clinical Pharmacology, Indianapolis, IN, USA
| | - Caroline Flora Samer
- Clinical Pharmacology and Toxicology Department, Geneva University Hospitals, Switzerland
| | - Teri E. Klein
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | - Cyrine E. Haidar
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Sara L. Van Driest
- Departments of Pediatrics and Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Gualberto Ruano
- Institute of Living Hartford Hospital, Genomas Lab of Personalized Health; University of Connecticut School of Medicine and University of Puerto Rico Medical Sciences, Hartford, CT, USA
| | - Katrin Sangkuhl
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | - Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida, Gainesville, FL, USA
| | - Daniel J. Müller
- Campbell Family Mental Health Research Institute of CAMH, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Cynthia A. Prows
- Divisions of Human Genetics and Patient Services, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Mohamed Nagy
- Department of Pharmaceutical Services, Children’s Cancer Hospital Egypt 57357, Cairo, Egypt
| | - Andrew A. Somogyi
- Discipline of Pharmacology, Adelaide Medical School, University of Adelaide, Adelaide, Australia
| | - Todd C. Skaar
- Indiana University School of Medicine, Department of Medicine, Division of Clinical Pharmacology, Indianapolis, IN, USA
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26
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Losorelli SD, Scheffler P, Qian ZJ, Lin HFC, Truong MT. Post-Tonsillectomy Ibuprofen: Is There a Dose-Dependent Bleeding Risk? Laryngoscope 2021; 132:1473-1481. [PMID: 34559405 DOI: 10.1002/lary.29876] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 08/25/2021] [Accepted: 09/13/2021] [Indexed: 12/31/2022]
Abstract
OBJECTIVES/HYPOTHESIS Post-tonsillectomy hemorrhage (PTH) is a potentially life-threatening complication. A recent meta-analysis suggests that ibuprofen may increase the risk of PTH. The aims of this study were to 1) re-evaluate the effect of ibuprofen on PTH given additional recent evidence and 2) to evaluate a potential dose effect of ibuprofen. STUDY DESIGN Meta-analysis and meta-regression; single-institution retrospective review. METHODS We conducted a systematic review of the literature and a meta-analysis of 12 studies comparing postoperative ibuprofen analgesia to non-nonsteroidal anti-inflammatory drug (NSAID) controls. Next, we performed a meta-regression analysis to assess for an effect of dose, if any, on rates of PTH. Five studies specifying a dose of 5 mg/kg (828 patients, 1,411 controls) and 7 studies using 10 mg/kg (5,633 patients, 7,656 controls) were included. We then conducted a novel single-institution, retrospective review of data for 1,046 patients prescribed intermediate-dose 7.5 mg/kg ibuprofen. RESULTS Ibuprofen was not associated with an increased rate of PTH (log odds ratio [OR], 0.21; 95% confidence interval [CI] -0.15, 0.57). Meta-regression showed that ibuprofen dose (5 and 10 mg/kg) did not have a statistically significant effect on PTH (OR, 1.32; 95% CI 0.30, 5.84). Uncontrolled, aggregate rates of PTH across all studies were 2.29% (N = 828) for 5 mg/kg and 4.65% (N = 5,633) for 10 mg/kg dosing. The rate of secondary hemorrhage in patients prescribed 7.5 mg/kg ibuprofen was 3.10% (N = 1,046). CONCLUSION We found no statistically significant increased risk of PTH when ibuprofen is prescribed at the low or high range of commonly used clinical dosages, compared to a non-ibuprofen regimen. Further studies with less heterogeneity are needed to determine if there is a clinically relevant dose-dependent difference in PTH with ibuprofen. LEVEL OF EVIDENCE 3 Laryngoscope, 2021.
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Affiliation(s)
- Steven D Losorelli
- Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, California, U.S.A
| | - Patrick Scheffler
- Department of Pediatric Otolaryngology, Phoenix Children's Hospital, Phoenix, Arizona, U.S.A
| | - Z J Qian
- Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, California, U.S.A
| | - Hung-Fu C Lin
- Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, California, U.S.A
| | - Mai Thy Truong
- Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, California, U.S.A
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27
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Pharmacologic Stepwise Multimodal Approach for Postpartum Pain Management: ACOG Clinical Consensus No. 1. Obstet Gynecol 2021; 138:507-517. [PMID: 34412076 DOI: 10.1097/aog.0000000000004517] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
SUMMARY Pain in the postpartum period is common and considered by many individuals to be both problematic and persistent (1). Pain can interfere with individuals' ability to care for themselves and their infants, and untreated pain is associated with risk of greater opioid use, postpartum depression, and development of persistent pain (2). Clinicians should therefore be skilled in individualized management of postpartum pain. Though no formal time-based definition of postpartum pain exists, the recommendations presented here provide a framework for management of acute perineal, uterine, and incisional pain. This Clinical Consensus document was developed using an a priori protocol in conjunction with the authors listed. This document has been revised to incorporate more recent evidence regarding postpartum pain.
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28
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CYP2D6 genotype and reduced codeine analgesic effect in real-world clinical practice. THE PHARMACOGENOMICS JOURNAL 2021; 21:484-490. [PMID: 33750887 PMCID: PMC8295171 DOI: 10.1038/s41397-021-00226-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 01/04/2021] [Accepted: 02/03/2021] [Indexed: 01/31/2023]
Abstract
Cytochrome P450 2D6 (CYP2D6) O-demethylates codeine to the active drug, morphine. However, the utility of testing for CYP2D6 metabolizer status in patients receiving codeine in real-world clinical practice is poorly defined. Using data from a DNA bank linked to de-identified electronic health records, we studied 157 patients with a baseline pain score higher than 4 (0-10 scale) who received codeine. Based on CYP2D6 genotyping, 69 were classified as poor/intermediate and 88 as normal/ultrarapid CYP2D6 metabolizers. Pain response was defined as a score of 4 or lower while receiving codeine. In a propensity-score adjusted model, poor/intermediate metabolizers had lower odds (OR = 0.35, p = 0.02) of achieving a pain response than normal/ultrarapid metabolizers. To discriminate between codeine responders and nonresponders, a score including CYP2D6 phenotype and clinical variables was built. The response rate was 38.5% among patients in the high, 17.3% in the intermediate, and 9.4% in the low-score groups, respectively (p = 0.001).
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29
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Youngblood B, Li K, Gehlert DR, Medina JC, Schwartz N. A Novel Maintenance Therapeutic for Opioid Use Disorder. J Pharmacol Exp Ther 2021; 378:133-145. [PMID: 34011529 PMCID: PMC8407529 DOI: 10.1124/jpet.120.000214] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 05/17/2021] [Indexed: 12/23/2022] Open
Abstract
Opioid use disorder (OUD) is a major socioeconomic burden. An ideal OUD pharmacotherapy will mitigate the suffering associated with opioid-withdrawal, inhibit the effects of high efficacy opioids, and minimize opioid-cravings while being safe and accessible to a diverse patient population. Although current OUD pharmacotherapies inhibit the euphoric effects of opioids of abuse, the extent to which they safely alleviate withdrawal and opioid-cravings corresponds with their intrinsic µ opioid receptor (MOR) efficacy. In addition to inhibiting the euphoric effects of opioids of abuse, the medium efficacy MOR agonist buprenorphine alleviates withdrawal and opioid-cravings, but its intrinsic MOR efficacy is sufficient such that its utility is limited by abuse and safety liabilities. Although the MOR antagonist naltrexone minimizes euphoria and has no abuse liability, it exacerbates suffering associated with withdrawal and opioid cravings. Therefore, a therapeutic with intrinsic MOR activity between the partial agonist (buprenorphine) and the antagonist (naltrexone) would strike a balance between the benefits and liabilities of these two therapeutics. To address this need, we derived RM1490, an MOR agonist based on a nonmorphinan scaffold that exhibits approximately half the intrinsic MOR efficacy of buprenorphine. In a series of preclinical assays, we compared RM1490 with buprenorphine and naltrexone at doses that achieve therapeutic levels of central nervous system MOR occupancy. RM1490 exhibited a behavioral profile consistent with reduced reward, dependence, and precipitated withdrawal liabilities. RM1490 was also more effective than buprenorphine at reversing the respiratory depressant effects of fentanyl and did not suppress respiration when combined with diazepam. SIGNIFICANCE STATEMENT: In preclinical studies, RM1490 has a physiological and behavioral profile suitable for opioid use disorder maintenance therapy.
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Affiliation(s)
- Beth Youngblood
- Epiodyne Inc., San Francisco, California (B.Y., D.R.G., J.C.M., N.S.) and R2M Pharma Inc., South San Francisco, California (K.L., J.C.M.)
| | - Kevin Li
- Epiodyne Inc., San Francisco, California (B.Y., D.R.G., J.C.M., N.S.) and R2M Pharma Inc., South San Francisco, California (K.L., J.C.M.)
| | - Donald R Gehlert
- Epiodyne Inc., San Francisco, California (B.Y., D.R.G., J.C.M., N.S.) and R2M Pharma Inc., South San Francisco, California (K.L., J.C.M.)
| | - Julio C Medina
- Epiodyne Inc., San Francisco, California (B.Y., D.R.G., J.C.M., N.S.) and R2M Pharma Inc., South San Francisco, California (K.L., J.C.M.)
| | - Neil Schwartz
- Epiodyne Inc., San Francisco, California (B.Y., D.R.G., J.C.M., N.S.) and R2M Pharma Inc., South San Francisco, California (K.L., J.C.M.)
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30
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David V, Fylan B, Bryant E, Smith H, Sagoo GS, Rattray M. An Analysis of Pharmacogenomic-Guided Pathways and Their Effect on Medication Changes and Hospital Admissions: A Systematic Review and Meta-Analysis. Front Genet 2021; 12:698148. [PMID: 34394187 PMCID: PMC8362615 DOI: 10.3389/fgene.2021.698148] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/28/2021] [Indexed: 01/02/2023] Open
Abstract
Ninety-five percent of the population are estimated to carry at least one genetic variant that is discordant with at least one medication. Pharmacogenomic (PGx) testing has the potential to identify patients with genetic variants that puts them at risk of adverse drug reactions and sub-optimal therapy. Predicting a patient's response to medications could support the safe management of medications and reduce hospitalization. These benefits can only be realized if prescribing clinicians make the medication changes prompted by PGx test results. This review examines the current evidence on the impact PGx testing has on hospital admissions and whether it prompts medication changes. A systematic search was performed in three databases (Medline, CINAHL and EMBASE) to search all the relevant studies published up to the year 2020, comparing hospitalization rates and medication changes amongst PGx tested patients with patients receiving treatment-as-usual (TAU). Data extracted from full texts were narratively synthesized using a process model developed from the included studies, to derive themes associated to a suggested workflow for PGx-guided care and its expected benefit for medications optimization and hospitalization. A meta-analysis was undertaken on all the studies that report the number of PGx tested patients that had medication change(s) and the number of PGx tested patients that were hospitalized, compared to participants that received TAU. The search strategy identified 5 hospitalization themed studies and 5 medication change themed studies for analysis. The meta-analysis showed that medication changes occurred significantly more frequently in the PGx tested arm across 4 of 5 studies. Meta-analysis showed that all-cause hospitalization occurred significantly less frequently in the PGx tested arm than the TAU. The results show proof of concept for the use of PGx in prescribing that produces patient benefit. However, the review also highlights the opportunities and evidence gaps that are important when considering the introduction of PGx into health systems; namely patient involvement in PGx prescribing decisions, thus a better understanding of the perspective of patients and prescribers. We highlight the opportunities and evidence gaps that are important when considering the introduction of PGx into health systems.
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Affiliation(s)
- Victoria David
- Leeds Teaching Hospitals National Health Service (NHS) Trust, Leeds, United Kingdom.,School of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom.,Wolfson Centre for Applied Health Research, Bradford, United Kingdom
| | - Beth Fylan
- School of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom.,Wolfson Centre for Applied Health Research, Bradford, United Kingdom.,Yorkshire and Humber Patient Safety Translational Research Centre, Bradford Institute of Health Research, Bradford, United Kingdom
| | - Eleanor Bryant
- Wolfson Centre for Applied Health Research, Bradford, United Kingdom.,Division of Psychology in the School of Social Sciences, University of Bradford, Bradford, United Kingdom
| | - Heather Smith
- Leeds Teaching Hospitals National Health Service (NHS) Trust, Leeds, United Kingdom
| | - Gurdeep S Sagoo
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.,National Institute for Health Research Leeds In Vitro Diagnostics Co-operative, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Marcus Rattray
- School of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom.,Wolfson Centre for Applied Health Research, Bradford, United Kingdom
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31
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Muradian AA, Sychev DA, Blagovestnov DA, Sozaeva ZA, Akmalova KA, Zastrozhin MS, Kerimova LN, Koroshvili VT, Epifanova IA. The effect of CYP2D6 and CYP2C9 gene polymorphisms on the efficacy and safety of the combination of tramadol and ketorolac used for postoperative pain management in patients after video laparoscopic cholecystectomy. Drug Metab Pers Ther 2021; 37:27-34. [PMID: 35385894 DOI: 10.1515/dmpt-2021-0112] [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: 09/25/2020] [Accepted: 03/06/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES One of the key components of ERAS is adequate pain control in the postoperative period. There are no rational schemes for postoperative pain relief. At the same time, adequate postoperative pain relief promotes early activation and early rehabilitation of patients and shortens the duration of the postoperative stay, and does not cause postoperative complications associated with analgesia (weakness, intestinal paresis, nausea and vomiting). The aims of the present study are to assess the possible association of CYP2D6 and CYP2C9 polymorphisms with the efficacy and safety of tramadol and ketorolac in postoperative pain. METHODS A total of 107 patients were genotyped for CYP2D6 and CYP2C9 polymorphisms. All patients underwent laparoscopic cholecystectomy. Postoperative pain relief was carried out with ketorolac and tramadol. Postoperative pain syndrome was assessed using a visual analogue scale and McGill pain questionnaire. The profile of side effects was assessed by the dynamics of red blood counts as a possible trigger for the development of gastrointestinal bleeding according to the method of global assessment of triggers. RESULTS Pain was statistically significantly lower in CYP2C9*2 carriers, according to visual analogue scale (VAS): after 12 h - by 1.5 (p=0.002); after 24 h - by 1.1 (p=0.012); after 36 h - by 1.05 (p=0.004); after 48 h - by 0.7 (p=0.026). In CYP2C9*3 carriers the results were not statistically significant. In carriers of CYP2D6*4 pain syndromes were higher at all-time intervals, but statistically reliable results were obtained only after 2 h - by 1.01 (p=0.054) and after 24 h - by 0.8 (p=0.035). The profile of adverse reactions for NSAIDs was evaluated by the dynamics of hemoglobin and erythrocyte indices. A more pronounced decrease in the relative difference in hemoglobin levels was noted in CYP2C9*2 and CYP2C9*3 polymorphism carriers - by 1.7 (p=0.00268) and-by 2.2 (p=0.000143), respectively. CONCLUSIONS CYP2D6 and CYP2C9 can predict analgesic effectiveness of tramadol and ketorolac. CYP2C9 can predict the risk of gastrointestinal bleeding, including those hidden to ketorolac.
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Affiliation(s)
| | - Dmitry Alekseevich Sychev
- Department of Clinical Pharmacology and Therapeutics, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
| | | | - Zhannet Alimovna Sozaeva
- Department of Molecular Medicine, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
| | | | | | - Leyla Nabievna Kerimova
- Department of Urgent and General Surgery, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
| | | | - Irina Alexandrovna Epifanova
- Department of Urgent and General Surgery, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
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32
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Muradian AA, Sychev DA, Blagovestnov DA, Sozaeva ZA, Akmalova KA, Zastrozhin MS, Kerimova LN, Koroshvili VT, Epifanova IA. The effect of CYP2D6 and CYP2C9 gene polymorphisms on the efficacy and safety of the combination of tramadol and ketorolac used for postoperative pain management in patients after video laparoscopic cholecystectomy. Drug Metab Pers Ther 2021; 0:dmdi-2021-0112. [PMID: 34246203 DOI: 10.1515/dmdi-2021-0112] [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: 09/25/2020] [Accepted: 03/06/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES One of the key components of ERAS is adequate pain control in the postoperative period. There are no rational schemes for postoperative pain relief. At the same time, adequate postoperative pain relief promotes early activation and early rehabilitation of patients and shortens the duration of the postoperative stay, and does not cause postoperative complications associated with analgesia (weakness, intestinal paresis, nausea and vomiting). The aims of the present study are to assess the possible association of CYP2D6 and CYP2C9 polymorphisms with the efficacy and safety of tramadol and ketorolac in postoperative pain. METHODS A total of 107 patients were genotyped for CYP2D6 and CYP2C9 polymorphisms. All patients underwent laparoscopic cholecystectomy. Postoperative pain relief was carried out with ketorolac and tramadol. Postoperative pain syndrome was assessed using a visual analogue scale and McGill pain questionnaire. The profile of side effects was assessed by the dynamics of red blood counts as a possible trigger for the development of gastrointestinal bleeding according to the method of global assessment of triggers. RESULTS Pain was statistically significantly lower in CYP2C9*2 carriers, according to visual analogue scale (VAS): after 12 h - by 1.5 (p=0.002); after 24 h - by 1.1 (p=0.012); after 36 h - by 1.05 (p=0.004); after 48 h - by 0.7 (p=0.026). In CYP2C9*3 carriers the results were not statistically significant. In carriers of CYP2D6*4 pain syndromes were higher at all-time intervals, but statistically reliable results were obtained only after 2 h - by 1.01 (p=0.054) and after 24 h - by 0.8 (p=0.035). The profile of adverse reactions for NSAIDs was evaluated by the dynamics of hemoglobin and erythrocyte indices. A more pronounced decrease in the relative difference in hemoglobin levels was noted in CYP2C9*2 and CYP2C9*3 polymorphism carriers - by 1.7 (p=0.00268) and-by 2.2 (p=0.000143), respectively. CONCLUSIONS CYP2D6 and CYP2C9 can predict analgesic effectiveness of tramadol and ketorolac. CYP2C9 can predict the risk of gastrointestinal bleeding, including those hidden to ketorolac.
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Affiliation(s)
| | - Dmitry Alekseevich Sychev
- Department of Clinical Pharmacology and Therapeutics, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
| | | | - Zhannet Alimovna Sozaeva
- Department of Molecular Medicine, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
| | | | | | - Leyla Nabievna Kerimova
- Department of Urgent and General Surgery, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
| | | | - Irina Alexandrovna Epifanova
- Department of Urgent and General Surgery, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
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Ciobanu C, Jadav RS, Colon Ramos A, Sequeira Gross HG, Brazzarola C. Heroin-Induced Acute Pancreatitis. Cureus 2021; 13:e15470. [PMID: 34262808 PMCID: PMC8260205 DOI: 10.7759/cureus.15470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2021] [Indexed: 12/01/2022] Open
Abstract
Heroin-induced pancreatitis (HIP) is rare with only a few cases reported previously in the literature and the pathophysiology mechanism is yet to be investigated. We present two cases of acute pancreatitis (AP) in the setting of acute heroin (diacetylmorphine) intoxication. Both patients presented with nausea, vomiting and severe abdominal pain after intranasal heroin use. On laboratory analysis were found to have elevated serum lipase, positive urine toxicology for opioids, without any other obvious causes for AP. Both patients had a full recovery with supportive treatment. As a general approach, drug-induced pancreatitis is a diagnosis of exclusion and a high index of suspicion is required when the most common etiologies are ruled out.
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Affiliation(s)
| | - Raja Shekar Jadav
- Cardiovascular Disease, Mayo Clinic, Rochester, USA
- Internal Medicine, St. Barnabas Hospital, Bronx, USA
| | | | | | - Carlos Brazzarola
- Internal Medicine, St. Barnabas Hospital (SBH) Health System, Bronx, USA
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34
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Zheng NS, Stone CA, Jiang L, Shaffer CM, Kerchberger VE, Chung CP, Feng Q, Cox NJ, Stein CM, Roden DM, Denny JC, Phillips EJ, Wei WQ. High-throughput framework for genetic analyses of adverse drug reactions using electronic health records. PLoS Genet 2021; 17:e1009593. [PMID: 34061827 PMCID: PMC8195357 DOI: 10.1371/journal.pgen.1009593] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 06/11/2021] [Accepted: 05/10/2021] [Indexed: 11/30/2022] Open
Abstract
Understanding the contribution of genetic variation to drug response can improve the delivery of precision medicine. However, genome-wide association studies (GWAS) for drug response are uncommon and are often hindered by small sample sizes. We present a high-throughput framework to efficiently identify eligible patients for genetic studies of adverse drug reactions (ADRs) using “drug allergy” labels from electronic health records (EHRs). As a proof-of-concept, we conducted GWAS for ADRs to 14 common drug/drug groups with 81,739 individuals from Vanderbilt University Medical Center’s BioVU DNA Biobank. We identified 7 genetic loci associated with ADRs at P < 5 × 10−8, including known genetic associations such as CYP2D6 and OPRM1 for CYP2D6-metabolized opioid ADR. Additional expression quantitative trait loci and phenome-wide association analyses added evidence to the observed associations. Our high-throughput framework is both scalable and portable, enabling impactful pharmacogenomic research to improve precision medicine. Adverse drug reactions are a considerable burden on the healthcare system. Genetic studies can improve our understanding of the pathophysiological mechanisms of adverse drug reactions but have been hindered by small sample sizes. Drug responses are less often recorded than physiological traits and common diseases. Here, we present a high-throughput framework to efficiently identify eligible patients for genetic studies of adverse drug reactions from electronic health records. We validated our approach by conducting genome-wide association studies for adverse reactions to 14 common drug/drug groups with 81,739 individuals from Vanderbilt University Medical Centre’s BioVU DNA Biobank, identifying 7 genetic loci associated with adverse drug reactions. Our high-throughput framework can enable impactful pharmacogenomic research to help develop clinical guidelines for the delivery of the right drug to the right person.
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Affiliation(s)
- Neil S. Zheng
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Cosby A. Stone
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Lan Jiang
- Division of Rheumatology & Immunology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Christian M. Shaffer
- Tennessee Valley Healthcare System—Nashville Campus, Nashville, Tennessee, United States of America
| | - V. Eric Kerchberger
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Cecilia P. Chung
- Division of Rheumatology & Immunology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Tennessee Valley Healthcare System—Nashville Campus, Nashville, Tennessee, United States of America
- Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - QiPing Feng
- Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Nancy J. Cox
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - C. Michael Stein
- Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Department of Pharmacology, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Dan M. Roden
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Department of Pharmacology, Vanderbilt University, Nashville, Tennessee, United States of America
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Joshua C. Denny
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Elizabeth J. Phillips
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- * E-mail:
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Verrinder E, Wester N, Leppänen E, Lilius T, Kalso E, Mikladal B, Varjos I, Koskinen J, Laurila T. Electrochemical Detection of Morphine in Untreated Human Capillary Whole Blood. ACS OMEGA 2021; 6:11563-11569. [PMID: 34056312 PMCID: PMC8154029 DOI: 10.1021/acsomega.1c00773] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 04/06/2021] [Indexed: 05/04/2023]
Abstract
Disposable single-use electrochemical sensor strips were used for quantitative detection of small concentrations of morphine in untreated capillary whole blood. Single-walled carbon nanotube (SWCNT) networks were fabricated on a polymer substrate to produce flexible, reproducible sensor strips with integrated reference and counter electrodes, compatible with industrial-scale processes. A thin Nafion coating was used on top of the sensors to enable direct electrochemical detection in whole blood. These sensors were shown to detect clinically relevant concentrations of morphine both in buffer and in whole blood samples. Small 38 μL finger-prick blood samples were spiked with 2 μL of morphine solution of several concentrations and measured without precipitation of proteins or any other further pretreatment. A linear range of 0.5-10 μM was achieved in both matrices and a detection limit of 0.48 μM in buffer. In addition, to demonstrate the applicability of the sensor in a point-of-care device, single-determination measurements were done with capillary samples from three subjects. An average recovery of 60% was found, suggesting that the sensor only measures the free, unbound fraction of the drug. An interference study with other opioids and possible interferents showed the selectivity of the sensor. This study clearly indicates that these Nafion/SWCNT sensor strips show great promise as a point-of-care rapid test for morphine in blood.
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Affiliation(s)
- Elsi Verrinder
- Department
of Electrical Engineering and Automation, Aalto University, Tietotie 3, Espoo 02150, Finland
| | - Niklas Wester
- Department
of Chemistry and Materials Science, Aalto
University, Kemistintie
1, Espoo 02150, Finland
| | - Elli Leppänen
- Department
of Electrical Engineering and Automation, Aalto University, Tietotie 3, Espoo 02150, Finland
| | - Tuomas Lilius
- Department
of Pharmacology, University of Helsinki, Haartmaninkatu 8, Helsinki 00290, Finland
- Department
of Clinical Pharmacology, University of
Helsinki and Helsinki University Hospital, Tukholmankatu 8C, Helsinki 00290, Finland
- Emergency
Medicine, University of Helsinki and Department of Emergency Medicine
and Services, Helsinki University Hospital, Helsinki 00014, Finland
| | - Eija Kalso
- Department
of Pharmacology, University of Helsinki, Haartmaninkatu 8, Helsinki 00290, Finland
- Department
of Anesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, Haartmaninkatu 2A, Helsinki 00290, Finland
| | | | - Ilkka Varjos
- Canatu
Oy, Tiilenlyöjänkuja 9, Vantaa 01720, Finland
| | - Jari Koskinen
- Department
of Chemistry and Materials Science, Aalto
University, Kemistintie
1, Espoo 02150, Finland
| | - Tomi Laurila
- Department
of Electrical Engineering and Automation, Aalto University, Tietotie 3, Espoo 02150, Finland
- Department
of Chemistry and Materials Science, Aalto
University, Kemistintie
1, Espoo 02150, Finland
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Geeraerts A, Geysen H, Ballet L, Hofmans C, Clevers E, Omari T, Manolakis AC, Mols R, Augustijns P, Vanuytsel T, Rommel N, Tack J, Pauwels A. Codeine induces increased resistance at the esophagogastric junction but has no effect on motility and bolus flow in the pharynx and upper esophageal sphincter in healthy volunteers: A randomized, double-blind, placebo-controlled, cross-over trial. Neurogastroenterol Motil 2021; 33:e14041. [PMID: 33232555 DOI: 10.1111/nmo.14041] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 10/11/2020] [Accepted: 11/02/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Chronic opioid use can induce esophageal dysfunction with symptoms resembling achalasia and a manometric pattern of esophagogastric junction-outflow obstruction (EGJ-OO). However, the effect of opioids in acute setting on pharyngeal function and esophageal body contractility has not been investigated. METHODS After positioning the high-resolution impedance manometry (HRiM) catheter, codeine (60 mg) or placebo (glucose syrup) was infused intragastrically. Forty-five minutes post-infusion, participants received liquid, semi-solid, and solid boluses to assess esophageal and pharyngeal function. HRiM analysis was performed adhering to the Chicago classification v3.0. (CC v3.0). Pressure flow analysis (PFA) for the esophageal body and the pharynx was performed using the SwallowGateway™ online platform. KEY RESULTS Nineteen healthy volunteers (HV) [5 male; age 38.3] were included. After codeine administration, higher integrated relaxation pressure 4 s values resulted in significantly reduced deglutitive EGJ relaxation and distal latency was significantly shorter. Distal contractility was similar in both conditions. Bolus flow resistance at the EGJ and distention pressures increased significantly after codeine infusion. Based on CC v3.0, acute infusion of codeine induced EGJ-OO in six HV (p = 0.0003 vs. placebo). Codeine administration induced no significant alterations in any of the pharyngeal PFA metrics. CONCLUSIONS & INFERENCES In HV, acute administration of codeine increased bolus resistance at the EGJ secondary to induced incomplete EGJ relaxation leading to major motility disorders in a subset of subjects including EGJ-OO. However, an acute single dose of codeine did not affect motility or bolus flow in pharynx and UES. ClinicalTrials.gov number, NCT03784105.
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Affiliation(s)
- Annelies Geeraerts
- Translational Research Center for Gastrointestinal Disorders, KU Leuven, Leuven, Belgium
| | - Hannelore Geysen
- Translational Research Center for Gastrointestinal Disorders, KU Leuven, Leuven, Belgium
| | - Lisa Ballet
- Department of Gastroenterology, Neurogastroenterology and Motility, University Hospitals, Leuven, Belgium
| | - Claudia Hofmans
- Department of Gastroenterology, Neurogastroenterology and Motility, University Hospitals, Leuven, Belgium
| | - Egbert Clevers
- Translational Research Center for Gastrointestinal Disorders, KU Leuven, Leuven, Belgium
| | - Taher Omari
- College of Medicine & Public Health and Centre for Neuroscience, Flinders University, Adelaide, SA, Australia
| | | | - Raf Mols
- Department of Pharmaceutical and Pharmacological Sciences, Drug Delivery and Disposition, KU Leuven, Leuven, Belgium
| | - Patrick Augustijns
- Department of Pharmaceutical and Pharmacological Sciences, Drug Delivery and Disposition, KU Leuven, Leuven, Belgium
| | - Tim Vanuytsel
- Translational Research Center for Gastrointestinal Disorders, KU Leuven, Leuven, Belgium.,Department of Gastroenterology, Neurogastroenterology and Motility, University Hospitals, Leuven, Belgium
| | - Nathalie Rommel
- Translational Research Center for Gastrointestinal Disorders, KU Leuven, Leuven, Belgium.,Department of Gastroenterology, Neurogastroenterology and Motility, University Hospitals, Leuven, Belgium.,ExpORL Department of Neurosciences, Deglutology, KU Leuven, Leuven, Belgium
| | - Jan Tack
- Translational Research Center for Gastrointestinal Disorders, KU Leuven, Leuven, Belgium.,Department of Gastroenterology, Neurogastroenterology and Motility, University Hospitals, Leuven, Belgium
| | - Ans Pauwels
- Translational Research Center for Gastrointestinal Disorders, KU Leuven, Leuven, Belgium
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Jakobsson G, Larsson R, Pellè L, Kronstrand R, Gréen H. Oxycodone findings and CYP2D6 function in postmortem cases. Forensic Sci Int Genet 2021; 53:102510. [PMID: 33799050 DOI: 10.1016/j.fsigen.2021.102510] [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: 07/21/2020] [Revised: 12/04/2020] [Accepted: 03/21/2021] [Indexed: 12/25/2022]
Abstract
Genetic disposition can cause variation in oxycodone pharmacokinetic characteristics and decrease or increase the expected clinical response. In forensic medicine, determination of cause of death or assessing time between drug intake and death can be facilitated by knowledge of parent and metabolite concentrations. In this study, the aim was to investigate if CYP2D6 genotyping can facilitate interpretation by investigating the frequency of the four CYP2D6 phenotypes, poor metabolizer, intermediate metabolizer, extensive metabolizer, and ultra-rapid metabolizer in postmortem cases, and to study if the CYP2D6 activity was associated with a certain cause of death, concentration, or metabolic ratio. Cases positive for oxycodone in femoral blood (n = 174) were genotyped by pyrosequencing for CYP2D6*3, *4, and *6 and concentrations of oxycodone, noroxycodone, oxymorphone, and noroxymorphone were determined by LC-MS/MS (LLOQ 0.005 µg/g). Digital droplet PCR was used to determine the copy number variation for CYP2D6*5. Cases were categorized by cause of death. It was found that poor and intermediate CYP2D6 metabolizers had significantly higher oxycodone and noroxycodone concentrations compared to extensive and ultra-rapid metabolizers. CYP2D6 phenotype were equally distributed between cause of death groups, showing that no phenotype was overrepresented in any of the cause of death groups. We also found that the concentration ratio between oxymorphone and oxycodone depended on the CYP2D6 activity when death was unrelated to intoxication. In general, a low metabolite to parent ratio indicate an acute intake. By using receiver operating characteristic (ROC) analysis, we conclude that an oxymorphone/oxycodone ratio lower than 0.075 has a high sensitivity for separating intoxications with oxycodone from other intoxications and non-intoxications. However, the phenotype needs to be known to reach a high specificity. Therefore, the ratio should not be used as a biomarker on its own to distinguish between different causes of death but needs to be complemented by genotyping.
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Affiliation(s)
- Gerd Jakobsson
- Department of Forensic Genetics and Forensic Toxicology, National Board of Forensic Medicine, Artillerigatan 12, 58758 Linkoping, Sweden; Division of Drug Research, Department of Biomedical and Clinical Sciences, Faculty of Health and Science, Linkoping University, 58183 Linkoping, Sweden.
| | - Ronja Larsson
- Department of Forensic Genetics and Forensic Toxicology, National Board of Forensic Medicine, Artillerigatan 12, 58758 Linkoping, Sweden
| | - Lucia Pellè
- Division of Drug Research, Department of Biomedical and Clinical Sciences, Faculty of Health and Science, Linkoping University, 58183 Linkoping, Sweden
| | - Robert Kronstrand
- Department of Forensic Genetics and Forensic Toxicology, National Board of Forensic Medicine, Artillerigatan 12, 58758 Linkoping, Sweden; Division of Drug Research, Department of Biomedical and Clinical Sciences, Faculty of Health and Science, Linkoping University, 58183 Linkoping, Sweden
| | - Henrik Gréen
- Department of Forensic Genetics and Forensic Toxicology, National Board of Forensic Medicine, Artillerigatan 12, 58758 Linkoping, Sweden; Division of Drug Research, Department of Biomedical and Clinical Sciences, Faculty of Health and Science, Linkoping University, 58183 Linkoping, Sweden
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Gretler SR, Finno CJ, Kass PH, Knych HK. Functional phenotyping of the CYP2D6 probe drug codeine in the horse. BMC Vet Res 2021; 17:77. [PMID: 33581736 PMCID: PMC7881596 DOI: 10.1186/s12917-021-02788-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 02/02/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND In humans, the drug metabolizing enzyme CYP2D6 is highly polymorphic resulting in substantial differences in the metabolism of drugs including anti-arrhythmics, neuroleptics, and opioids. The objective of this study was to phenotype a population of 100 horses from five different breeds and assess differences in the metabolic activity of the equine CYP2D6 homolog using codeine as a probe drug. Administration of a probe drug is a common method used for patient phenotyping in human medicine, whereby the ratio of parent drug to metabolite (metabolic ratio, MR) can be used to compare relative enzyme function between individuals. A single oral dose of codeine (0.6 mg/kg) was administered and plasma concentrations of codeine and its metabolites were determined using liquid chromatography mass spectrometry. The MR of codeine O-demethylation [(codeine)/(morphine + morphine-3-glucuronide + morphine-6-glucuronide)] was determined using the area under the plasma concentration-time curve extrapolated from time zero to infinity (AUC0-∞) for each analyte and used to group horses into predicted phenotypes (high-, moderate-, and low-MR). RESULTS The MR of codeine O-demethylation ranged from 0.002 to 0.147 (median 0.018) among all horses. No significant difference in MR was observed between breeds, age, or sex. Of the 100 horses, 11 were classified as high-MR, 72 moderate-MR, and 17 low-MR. Codeine AUC0-∞ and O-demethylation MR were significantly different (p < 0.05) between all three groups. The mean ± SD MR was 0.089 ± 0.027, 0.022 ± 0.011, and 0.0095 ± 0.001 for high-, moderate-, and low-MR groups, respectively. The AUC for the morphine metabolites morphine-3-glucuronide and morphine-6-glucuronide were significantly different between high-and low-MR groups (p < 0.004 and p < 0.006). CONCLUSIONS The MR calculated from plasma following codeine administration allowed for classification of horses into metabolic phenotypes within a large population. The range of codeine metabolism observed among horses suggests the presence of genetic polymorphisms in CYP2D82 of which codeine is a known substrate. Additional studies including CYP2D82 genotyping of high- and low-MR individuals are necessary to determine the presence of CYP2D polymorphisms and their functional implications with respect to the metabolism of therapeutics.
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Affiliation(s)
- S R Gretler
- K.L. Maddy Equine Analytical Pharmacology Laboratory, University of California-Davis, School of Veterinary Medicine, 620 West Health Science Drive, Davis, CA, 95616, USA
| | - C J Finno
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, USA
| | - P H Kass
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, USA
| | - H K Knych
- K.L. Maddy Equine Analytical Pharmacology Laboratory, University of California-Davis, School of Veterinary Medicine, 620 West Health Science Drive, Davis, CA, 95616, USA.
- Department of Veterinary Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, USA.
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Buchweitz JP, Zyskowski J, Lehner AF. Heroin Fatality in a Feline: A Case Report with Postmortem Liver Concentrations. J Anal Toxicol 2021; 46:e36-e41. [PMID: 33475731 DOI: 10.1093/jat/bkab011] [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: 11/16/2020] [Revised: 01/13/2021] [Accepted: 01/20/2021] [Indexed: 11/12/2022] Open
Abstract
A case of feline intoxication and fatality with the illicit drug heroin is described. A five-year-old castrated male domestic short hair cat was recently diagnosed with an active pneumonitis and left at home for a couple days under the care of another resident. Upon return, the owner found his cat dead with strong suspicion of foul-play. The cat was necropsied by a local veterinary clinic to retrieve the liver for diagnostic toxicology. The postmortem liver sample screened positive for 6-acetylmorphine and 6-acetylcodeine by gas chromatography mass spectrometry (GC-MS). Deconvolution techniques were applied to chromatograms and revealed the additional presence of morphine and mirtazapine. Subsequent quantitation of mirtazapine, heroin, morphine, 6-acetylmorphine, 6-acetylcodeine was performed by gas chromatography tandem quadrupole mass spectrometry (GC-MS/MS). Although companion animal fatalities arising from toxicities are a likely consequence of drug abuse in a home, this is the first reported case of a malicious feline fatality resulting from heroin with quantitation of heroin metabolites.
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Affiliation(s)
- John P Buchweitz
- Michigan State University Veterinary Diagnostic Laboratory, College of Veterinary Medicine, Michigan State University, 4125 Beaumont Rd, Lansing, MI 48910, USA.,Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, 784 Wilson Rd, East Lansing, MI 48824, USA
| | - Justin Zyskowski
- Michigan State University Veterinary Diagnostic Laboratory, College of Veterinary Medicine, Michigan State University, 4125 Beaumont Rd, Lansing, MI 48910, USA
| | - Andreas F Lehner
- Michigan State University Veterinary Diagnostic Laboratory, College of Veterinary Medicine, Michigan State University, 4125 Beaumont Rd, Lansing, MI 48910, USA
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Lin YS, Thummel KE, Thompson BD, Totah RA, Cho CW. Sources of Interindividual Variability. Methods Mol Biol 2021; 2342:481-550. [PMID: 34272705 DOI: 10.1007/978-1-0716-1554-6_17] [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] [Indexed: 12/24/2022]
Abstract
The efficacy, safety, and tolerability of drugs are dependent on numerous factors that influence their disposition. A dose that is efficacious and safe for one individual may result in sub-therapeutic or toxic blood concentrations in others. A significant source of this variability in drug response is drug metabolism, where differences in presystemic and systemic biotransformation efficiency result in variable degrees of systemic exposure (e.g., AUC, Cmax, and/or Cmin) following administration of a fixed dose.Interindividual differences in drug biotransformation have been studied extensively. It is recognized that both intrinsic factors (e.g., genetics, age, sex, and disease states) and extrinsic factors (e.g., diet , chemical exposures from the environment, and the microbiome) play a significant role. For drug-metabolizing enzymes, genetic variation can result in the complete absence or enhanced expression of a functional enzyme. In addition, upregulation and downregulation of gene expression, in response to an altered cellular environment, can achieve the same range of metabolic function (phenotype), but often in a less predictable and time-dependent manner. Understanding the mechanistic basis for variability in drug disposition and response is essential if we are to move beyond the era of empirical, trial-and-error dose selection and into an age of personalized medicine that will improve outcomes in maintaining health and treating disease.
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Affiliation(s)
- Yvonne S Lin
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA.
| | - Kenneth E Thummel
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Brice D Thompson
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Rheem A Totah
- Department of Medicinal Chemistry, University of Washington, Seattle, WA, USA
| | - Christi W Cho
- Department of Medicinal Chemistry, University of Washington, Seattle, WA, USA
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Rollinson V, Turner R, Pirmohamed M. Pharmacogenomics for Primary Care: An Overview. Genes (Basel) 2020; 11:E1337. [PMID: 33198260 PMCID: PMC7696803 DOI: 10.3390/genes11111337] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 11/02/2020] [Accepted: 11/04/2020] [Indexed: 12/11/2022] Open
Abstract
Most of the prescribing and dispensing of medicines happens in primary care. Pharmacogenomics (PGx) is the study and clinical application of the role of genetic variation on drug response. Mounting evidence suggests PGx can improve the safety and/or efficacy of several medications commonly prescribed in primary care. However, implementation of PGx has generally been limited to a relatively few academic hospital centres, with little adoption in primary care. Despite this, many primary healthcare providers are optimistic about the role of PGx in their future practice. The increasing prevalence of direct-to-consumer genetic testing and primary care PGx studies herald the plausible gradual introduction of PGx into primary care and highlight the changes needed for optimal translation. In this article, the potential utility of PGx in primary care will be explored and on-going barriers to implementation discussed. The evidence base of several drug-gene pairs relevant to primary care will be outlined with a focus on antidepressants, codeine and tramadol, statins, clopidogrel, warfarin, metoprolol and allopurinol. This review is intended to provide both a general introduction to PGx with a more in-depth overview of elements relevant to primary care.
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Coluzzi F, Caputi FF, Billeci D, Pastore AL, Candeletti S, Rocco M, Romualdi P. Safe Use of Opioids in Chronic Kidney Disease and Hemodialysis Patients: Tips and Tricks for Non-Pain Specialists. Ther Clin Risk Manag 2020; 16:821-837. [PMID: 32982255 PMCID: PMC7490082 DOI: 10.2147/tcrm.s262843] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 07/10/2020] [Indexed: 12/11/2022] Open
Abstract
In patients suffering from moderate-to-severe chronic kidney disease (CKD) or end-stage renal disease (ESRD), subjected to hemodialysis (HD), pain is very common, but often underestimated. Opioids are still the mainstay of severe chronic pain management; however, their prescription in CKD and HD patients is still significantly low and pain is often under-treated. Altered pharmacokinetics and the lack of clinical trials on the use of opioids in patients with renal impairment increase physicians' concerns in this specific population. This narrative review focused on the correct and safe use of opioids in patients with CKD and HD. Morphine and codeine are not recommended, because the accumulation of their metabolites may cause neurotoxic symptoms. Oxycodone and hydromorphone can be safely used, but adequate dosage adjustments are required in CKD. In dialyzed patients, these opioids should be considered as second-line agents and patients should be carefully monitored. According to different studies, buprenorphine and fentanyl could be considered first-line opioids in the management of pain in CKD; however, fentanyl is not appropriate in patients undergoing HD. Tapentadol does not need dosage adjustment in mild-to-moderate renal impairment conditions; however, no data are available on its use in ESRD. Opioid-related side effects may be exacerbated by common comorbidities in CKD patients. Opioid-induced constipation can be managed with peripherally-acting-μ-opioid-receptor-antagonists (PAMORA). Unlike the other PAMORA, naldemedine does not require any dose adjustment in CKD and HD patients. Accurate pain diagnosis, opioid titration and tailoring are mandatory to minimize the risks and to improve the outcome of the analgesic therapy.
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Affiliation(s)
- Flaminia Coluzzi
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, Polo Pontino, Latina, Italy
- Unit of Anesthesia, Intensive Care and Pain Medicine, Sant’Andrea University Hospital, Rome, Italy
| | | | - Domenico Billeci
- Division of Neurosurgery, Ca’Foncello Hospital, ASL Marca Trevigiana, University of Padova, Treviso, Italy
| | - Antonio Luigi Pastore
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, Polo Pontino, Latina, Italy
- Unit of Urology, Sapienza c/o I.C.O.T, Polo Pontino, Latina, Italy
| | - Sanzio Candeletti
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum University, Bologna, Italy
| | - Monica Rocco
- Unit of Anesthesia, Intensive Care and Pain Medicine, Sant’Andrea University Hospital, Rome, Italy
- Department of Clinical and Surgical Translational Medicine, Sapienza University of Rome, Rome, Italy
| | - Patrizia Romualdi
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum University, Bologna, Italy
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Gretler SR, Finno CJ, McKemie DS, Kass PH, Knych HK. Metabolism, pharmacokinetics and selected pharmacodynamic effects of codeine following a single oral administration to horses. Vet Anaesth Analg 2020; 47:694-704. [PMID: 32654915 PMCID: PMC7872472 DOI: 10.1016/j.vaa.2020.04.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 04/09/2020] [Accepted: 04/09/2020] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To describe the pharmacokinetics and selected pharmacodynamic variables of codeine and its metabolites in Thoroughbred horses following a single oral administration. STUDY DESIGN Prospective experimental study. ANIMALS A total of 12 Thoroughbred horses, nine geldings and three mares, aged 4-8 years. METHODS Horses were administered codeine (0.6 mg kg-1) orally and blood was collected before administration and at various times until 120 hours post administration. Plasma and urine samples were collected and analyzed for codeine and its metabolites by liquid chromatography-mass spectrometry, and plasma pharmacokinetics were determined. Heart rate and rhythm, step counts, packed cell volume and total plasma protein were measured before and 4 hours after administration. RESULTS Codeine was rapidly converted to the metabolites norcodeine, codeine-6-glucuronide (C6G), morphine, morphine-3-glucuronide (M3G) and morphine-6-glucuronide (M6G). Plasma codeine concentrations were best represented using a two-compartment model. The Cmax, tmax and elimination t½ were 270.7 ± 136.0 ng mL-1, 0.438 ± 0.156 hours and 2.00 ± 0.534 hours, respectively. M3G was the main metabolite detected (Cmax 492.7 ± 35.5 ng mL-1), followed by C6G (Cmax 96.1 ± 33.8 ng mL-1) and M6G (Cmax 22.3 ± 4.96 ng mL-1). Morphine and norcodeine were the least abundant metabolites with Cmax of 3.17 ± 0.95 and 1.42 ± 0.79 ng mL-1, respectively. No significant adverse or excitatory effects were observed. CONCLUSIONS AND CLINICAL RELEVANCE Following oral administration, codeine is rapidly metabolized to morphine, M3G, M6G, C6G and norcodeine in horses. Plasma concentrations of M6G, a presumed active metabolite of morphine, were comparable to concentrations reported previously following administration of an analgesic dose of morphine to horses. Codeine was well tolerated based on pharmacodynamic variables and behavioral observations.
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Affiliation(s)
- Sophie R Gretler
- K.L. Maddy Equine Analytical Pharmacology Laboratory, University of California-Davis, School of Veterinary Medicine, Davis, CA, USA
| | - Carrie J Finno
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Daniel S McKemie
- K.L. Maddy Equine Analytical Pharmacology Laboratory, University of California-Davis, School of Veterinary Medicine, Davis, CA, USA
| | - Philip H Kass
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Heather K Knych
- K.L. Maddy Equine Analytical Pharmacology Laboratory, University of California-Davis, School of Veterinary Medicine, Davis, CA, USA; Department of Veterinary Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, CA, USA.
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Slepukhina MA, Ivashchenko DV, Sheina MA, Muradian AA, Blagovestnov DA, Sychev DA. Pain pharmacogenetics. Drug Metab Pers Ther 2020; 35:dmpt-2020-2939. [PMID: 32776897 DOI: 10.1515/dmpt-2020-2939] [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: 10/15/2019] [Accepted: 03/16/2020] [Indexed: 11/15/2022]
Abstract
Pain is a significant problem in medicine. The use of PGx markers to personalize postoperative analgesia can increase its effectiveness and avoid undesirable reactions. This article describes the mechanisms of nociception and antinociception and shows the pathophysiological mechanisms of pain in the human body. The main subject of this article is pharmacogenetic approach to the selection of anesthetics. Current review presents data for local and general anesthetics, opioids, and non-steroidal anti-inflammatory drugs. None of the anesthetics currently has clinical guidelines for pharmacogenetic testing. This literature review summarizes the results of original research available, to date, and draws attention to this area.
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Affiliation(s)
| | - Dmitriy V Ivashchenko
- Child Psychiatry and Psychotherapy Department, Department of Personalized Medicine, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
| | - Maria A Sheina
- Department of Anesthesiology and Intensive Care, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | | | | | - Dmitriy A Sychev
- Department of Clinical Pharmacology and Therapeutics, Russian Medical Academy of Continuous Professional Education, Moscow, Russia
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Budsberg SC, Kleine SA, Norton MM, Sandberg GS, Papich MG. Comparison of the effects on lameness of orally administered acetaminophen-codeine and carprofen in dogs with experimentally induced synovitis. Am J Vet Res 2020; 81:627-634. [PMID: 32701001 DOI: 10.2460/ajvr.81.8.627] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To compare the ability of acetaminophen-codeine (AC; 15.5 to 18.5 mg/kg and 1.6 to 2.0 mg/kg, respectively) or carprofen (4.2 to 4.5 mg/kg) administered PO to attenuate experimentally induced lameness in dogs. ANIMALS 7 purpose-bred dogs. PROCEDURES A blinded crossover study was performed. Dogs were randomly assigned to receive AC or carprofen treatment first and then the alternate treatment a minimum of 21 days later. Synovitis was induced in 1 stifle joint during each treatment by intra-articular injection of sodium urate (SU). Ground reaction forces were assessed, and clinical lameness was scored at baseline (before lameness induction) and 3, 6, 9, 12, 24, 36, and 48 hours after SU injection. Plasma concentrations of acetaminophen, carprofen, codeine, and morphine were measured at various points. Data were compared between and within treatments by repeated-measures ANOVA. RESULTS During AC treatment, dogs had significantly higher lameness scores than during carprofen treatment at 3, 6, and 9 hours after SU injection. Peak vertical force and vertical impulse during AC treatment were significantly lower than values during carprofen treatment at 3, 6, and 9 hours. Plasma concentrations of carprofen (R)- and (S)-enantiomers ranged from 2.5 to 19.2 μg/mL and 4.6 to 25.0 μg/mL, respectively, over a 24-hour period. Plasma acetaminophen concentrations ranged from 0.14 to 4.6 μg/mL and codeine concentrations from 7.0 to 26.8 ng/mL, whereas plasma morphine concentrations ranged from 4.0 to 58.6 ng/mL. CONCLUSIONS AND CLINICAL RELEVANCE Carprofen as administered was more effective than AC at attenuating SU-induced lameness in dogs.
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Zipursky J, Juurlink DN. The Implausibility of Neonatal Opioid Toxicity from Breastfeeding. Clin Pharmacol Ther 2020; 108:964-970. [DOI: 10.1002/cpt.1882] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 03/11/2020] [Indexed: 12/25/2022]
Affiliation(s)
- Jonathan Zipursky
- Department of Medicine Sunnybrook Health Sciences Centre Toronto Ontario Canada
- ICES Toronto Ontario Canada
- Institute of Health Policy, Management, and Evaluation University of Toronto Toronto Ontario Canada
| | - David N. Juurlink
- Department of Medicine Sunnybrook Health Sciences Centre Toronto Ontario Canada
- ICES Toronto Ontario Canada
- Institute of Health Policy, Management, and Evaluation University of Toronto Toronto Ontario Canada
- Sunnybrook Research Institute Toronto Ontario Canada
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Abstract
Experimental and clinical acute pain research in relation to biological sex and genetics started in the 1980s. Research methods became more powerful and sensitive with the advancement in affordable gene sequencing methods and high-throughput genetic assays. Decades of research has identified several potential pharmaceutical targets, providing insights into future research direction, and understanding of acute pain and opioid analgesic effects in the clinical setting. However, there is insufficient evidence to make generalized recommendations for using genetic tests for clinical practice of acute pain management.
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Affiliation(s)
- Albert Hyukjae Kwon
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Room H3580, Stanford, CA 94305, USA
| | - Pamela Flood
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Room H3580, Stanford, CA 94305, USA.
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Schaffer AL, Cairns R, Brown JA, Gisev N, Buckley NA, Pearson S. Changes in sales of analgesics to pharmacies after codeine was rescheduled as a prescription only medicine. Med J Aust 2020; 212:321-327. [DOI: 10.5694/mja2.50552] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Accepted: 12/18/2019] [Indexed: 12/15/2022]
Affiliation(s)
- Andrea L Schaffer
- Centre for Big Data Research in HealthUniversity of New South Wales Sydney NSW
| | - Rose Cairns
- University of Sydney Sydney NSW
- NSW Poisons Information CentreChildren's Hospital at Westmead Sydney NSW
| | - Jared A Brown
- Centre for Big Data Research in HealthUniversity of New South Wales Sydney NSW
- NSW Poisons Information CentreChildren's Hospital at Westmead Sydney NSW
| | - Natasa Gisev
- National Drug and Alcohol Research CentreUniversity of New South Wales Sydney NSW
| | | | - Sallie‐Anne Pearson
- Centre for Big Data Research in HealthUniversity of New South Wales Sydney NSW
- Menzies Centre for Health PolicyUniversity of Sydney Sydney NSW
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Lopes GS, Bielinski SJ, Moyer AM, Black Iii JL, Jacobson DJ, Jiang R, Larson NB, St Sauver JL. Sex Differences in Associations Between CYP2D6 Phenotypes and Response to Opioid Analgesics. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2020; 13:71-79. [PMID: 32214840 PMCID: PMC7081062 DOI: 10.2147/pgpm.s239222] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 03/03/2020] [Indexed: 12/15/2022]
Abstract
Background Several small studies have previously investigated associations between the cytochrome P450 2D6 (CYP2D6) metabolism and response to opioids. We used a large sample of patients to study associations between CYP2D6 phenotypes and estimated CYP2D6 enzymatic activity scores with pain control and adverse reactions related to codeine and tramadol use. We conducted additional analyses to determine whether our results were consistent among men and women. Methods We used data from 2,877 participants in the RIGHT Protocol who were prescribed codeine and/or tramadol between 01/01/2005 and 12/31/2017 and who were not prescribed CYP2D6 inhibitors within 1 year prior to the opioid prescription. CYP2D6 phenotype categories were condensed into four groups: (1) Ultra-rapid and Rapid (n = 61), (2) Normal and Intermediate to Normal (n = 1,448), (3) Intermediate and Intermediate to Poor (n = 1,175), and (4) Poor metabolizer status (n = 193). Opioid-related outcomes included indications of poor pain control or adverse reactions related to medication use. We modeled the risk of each outcome using logistic regression, adjusting for age, sex, race, and ethnicity. Results The results revealed a trend from poor to ultra-rapid and rapid CYP2D6 phenotypes in which the risk of adverse reactions incrementally increased and the risk of poor pain control incrementally decreased. This trend reached statistical significance among female (but not male) participants. Among normal and intermediate to normal metabolizers, a larger proportion of women experienced adverse reactions relative to men. Discussion We replicated and extended the findings of previous research indicating associations between CYP2D6 phenotypes and response to opioids. In addition, the observed associations were stronger in women than in men. We recommend sex differences to be factored in future research investigating associations between pharmacogenomics and response to medications.
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Affiliation(s)
- Guilherme S Lopes
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.,Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Suzette J Bielinski
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Ann M Moyer
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - John Logan Black Iii
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Debra J Jacobson
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Ruoxiang Jiang
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Nicholas B Larson
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Jennifer L St Sauver
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
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50
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Nichols D, Arnold S, Weiss HL, Wu J, Durbin EB, Miller R, Kolesar J. Pharmacogenomic potential in advanced cancer patients. Am J Health Syst Pharm 2020; 76:415-423. [PMID: 31361818 DOI: 10.1093/ajhp/zxy079] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE The prevalence of pharmacogenetically actionable medications in advanced cancer patients whose therapy may be optimized with genotype data was determined. METHODS Patients enrolled in our institutional molecular tumor board observational cohort were included in this study. Collected data included demographics, type(s) of cancer, and outpatient medications. Medications were classified as "pharmacogenetically actionable" if there are Clinical Pharmacogenetics Implementation Consortium (CPIC) therapeutic recommendations for that medication based on the presence of germline variations. The prevalence of pharmacogenetically actionable medications in the study population was determined, and the frequency of opportunities for pharmacogenetic prescribing and adverse event (AE) mitigation were estimated. RESULTS In a cohort of 193 patients with advanced cancer, 65% of patients were taking a pharmacogenetically actionable medication. Approximately 10% of the outpatient medications taken by the study population had a pharmacogenetic association. The most common pharmacogenetically actionable medications being used were ondansetron (47%), capecitabine (10%), and sertraline (7%). Using published genetic variation frequencies and AE risk, we conservatively estimated that 7.1% of cancer patients would be eligible for genetic-based medication adjustment, and 101 AEs would be prevented in 10,000 patients genotyped. CONCLUSION Medications with pharmacogenetic associations are used commonly in the advanced cancer patient population. This widespread exposure supports the implementation of prospective genotyping in the treatment of these high-risk patients.
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Affiliation(s)
- Dan Nichols
- University of Kentucky HealthCare, Lexington, KY
| | - Susanne Arnold
- University of Kentucky College of Medicine, Lexington, KY
| | - Heidi L Weiss
- University of Kentucky College of Medicine, Lexington, KY
| | - Jianrong Wu
- University of Kentucky College of Medicine, Lexington, KY
| | - Eric B Durbin
- University of Kentucky College of Medicine, Lexington, KY
| | - Rachel Miller
- University of Kentucky College of Medicine, Lexington, KY
| | - Jill Kolesar
- University of Kentucky College of Pharmacy, Lexington, KY
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