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Nishizawa D, Mieda T, Tsujita M, Nakagawa H, Yamaguchi S, Kasai S, Hasegawa J, Nakayama K, Ebata Y, Kitamura A, Shimizu H, Takashima T, Hayashida M, Ikeda K. Genome-Wide Association Study Identifies Genetic Polymorphisms Associated with Estimated Minimum Effective Concentration of Fentanyl in Patients Undergoing Laparoscopic-Assisted Colectomy. Int J Mol Sci 2023; 24:ijms24098421. [PMID: 37176129 PMCID: PMC10179231 DOI: 10.3390/ijms24098421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 04/29/2023] [Accepted: 05/04/2023] [Indexed: 05/15/2023] Open
Abstract
Sensitivity to opioids varies widely among individuals. To identify potential candidate single-nucleotide polymorphisms (SNPs) that may significantly contribute to individual differences in the minimum effective concentration (MEC) of an opioid, fentanyl, we conducted a three-stage genome-wide association study (GWAS) using whole-genome genotyping arrays in 350 patients who underwent laparoscopic-assisted colectomy. To estimate the MEC of fentanyl, plasma and effect-site concentrations of fentanyl over the 24 h postoperative period were estimated with a pharmacokinetic simulation model based on initial bolus doses and subsequent patient-controlled analgesia doses of fentanyl. Plasma and effect-site MECs of fentanyl were indicated by fentanyl concentrations, estimated immediately before each patient-controlled analgesia dose. The GWAS revealed that an intergenic SNP, rs966775, that mapped to 5p13 had significant associations with the plasma MEC averaged over the 6 h postoperative period and the effect-site MEC averaged over the 12 h postoperative period. The minor G allele of rs966775 was associated with increases in these MECs of fentanyl. The nearest protein-coding gene around this SNP was DRD1, encoding the dopamine D1 receptor. In the gene-based analysis, the association was significant for the SERP2 gene in the dominant model. Our findings provide valuable information for personalized pain treatment after laparoscopic-assisted colectomy.
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Affiliation(s)
- Daisuke Nishizawa
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Tsutomu Mieda
- Department of Anesthesiology, Saitama Medical University Hospital, Saitama 350-0495, Japan
| | - Miki Tsujita
- Department of Anesthesiology, Saitama Medical University International Medical Center, Saitama 350-1298, Japan
| | - Hideyuki Nakagawa
- Department of Anesthesiology, Saitama Medical University International Medical Center, Saitama 350-1298, Japan
| | - Shigeki Yamaguchi
- Division of Colorectal Surgery, Department of Surgery, Tokyo Women's Medical University, Tokyo 162-8666, Japan
| | - Shinya Kasai
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Junko Hasegawa
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Kyoko Nakayama
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Yuko Ebata
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Akira Kitamura
- Department of Anesthesiology, Saitama Medical University International Medical Center, Saitama 350-1298, Japan
| | - Hirotomo Shimizu
- Laboratory for Safety Assessment and ADME, Asahi Kasei Pharma Corporation, Shizuoka 410-2321, Japan
| | - Tadayuki Takashima
- Laboratory for Safety Assessment and ADME, Asahi Kasei Pharma Corporation, Shizuoka 410-2321, Japan
| | - Masakazu Hayashida
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
- Department of Anesthesiology, Saitama Medical University International Medical Center, Saitama 350-1298, Japan
- Department of Anesthesiology and Pain Medicine, Juntendo University School of Medicine, Tokyo 113-8421, Japan
| | - Kazutaka Ikeda
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
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Philip J, Wong A, Pasanen L, Somogyi AA, Rubio J, Klepstad P, Collins A, Gibbs P, Le B. Establishing a Longitudinal Opioid Pharmacogenomic Registry for Cancer Patients: Feasibility and Acceptability. J Palliat Med 2023; 26:411-417. [PMID: 36493378 DOI: 10.1089/jpm.2022.0385] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Purpose: Individual genetic variation can affect both pain expression and opioid response. Large cohort datasets are required to validate evidence influencing genomic factors in opioid response. This study examined the feasibility of establishing an opioid pharmacogenomics registry for cancer patients containing longitudinal matched clinical, symptom, pharmacological, and genomic data, with an a priori feasibility target of 50 participants within 12 months. Methods: Consecutive patients with advanced cancer receiving opioids across five palliative care services were recruited. Clinical data (demographics, pain data, adverse effects, medications) and blood (DNA, RNA, pharmacokinetics) were collected over two time points. Patient and clinician qualitative interviews were conducted to assess acceptability. This study was approved by the SVHA Ethics Committee, Melbourne, Australia (HREC 252/18). Results: Enrollment for the registry was deemed feasible. Fifty-eight participants were recruited (median age 63.7, 45% female, 83% complete data), with the most frequent diagnosis being lung cancer (n = 18, 33%) and oxycodone the most frequently prescribed opioid (n = 30, 52%). Qualitative data indicated positive engagement from both patients and clinicians. Conclusion: Establishing a longitudinal opioid pharmacogenomic registry in patients with cancer receiving palliative care is feasible and readily acceptable.
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Affiliation(s)
- Jennifer Philip
- Department of Medicine, University of Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Peter MacCallum Cancer Centre, Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Aaron Wong
- Department of Medicine, University of Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Peter MacCallum Cancer Centre, Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Leeanne Pasanen
- Palliative Care Service, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Peter MacCallum Cancer Centre, Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Andrew A Somogyi
- Discipline of Pharmacology, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Justin Rubio
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Fitzroy, Victoria, Australia
| | - Pal Klepstad
- Department Intensive Care Medicine, St. Olavs University Hospital, Trondheim, Norway
| | - Anna Collins
- Department of Medicine, University of Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
| | - Peter Gibbs
- Personalised Oncology Division, Walter Eliza Hall Institute, University of Melbourne, Fitzroy, Victoria, Australia
| | - Brian Le
- Department of Medicine, University of Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Peter MacCallum Cancer Centre, Melbourne, Fitzroy, Victoria, Australia
- Palliative Care Service, Royal Melbourne Hospital, Parkville, Victoria, Australia
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Nishizawa D, Terui T, Ishitani K, Kasai S, Hasegawa J, Nakayama K, Ebata Y, Ikeda K. Genome-Wide Association Study Identifies Candidate Loci Associated with Opioid Analgesic Requirements in the Treatment of Cancer Pain. Cancers (Basel) 2022; 14:cancers14194692. [PMID: 36230616 PMCID: PMC9564079 DOI: 10.3390/cancers14194692] [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: 08/22/2022] [Revised: 09/20/2022] [Accepted: 09/21/2022] [Indexed: 11/29/2022] Open
Abstract
Considerable individual differences have been widely observed in the sensitivity to opioids. We conducted a genome-wide association study (GWAS) in patients with cancer pain to identify potential candidate single-nucleotide polymorphisms (SNPs) that contribute to individual differences in opioid analgesic requirements in pain treatment by utilizing whole-genome genotyping arrays with more than 650,000 markers. The subjects in the GWAS were 428 patients who provided written informed consent and underwent treatment for pain with opioid analgesics in a palliative care unit at Higashi-Sapporo Hospital. The GWAS showed two intronic SNPs, rs1283671 and rs1283720, in the ANGPT1 gene that encodes a secreted glycoprotein that belongs to the angiopoietin family. These two SNPs were strongly associated with average daily opioid requirements for the treatment of pain in both the additive and recessive models (p < 5.0000 × 10−8). Several other SNPs were also significantly associated with the phenotype. In the gene-based analysis, the association was significant for the SLC2A14 gene in the additive model. These results indicate that these SNPs could serve as markers that predict the efficacy of opioid analgesics in cancer pain treatment. Our findings may provide valuable information for achieving satisfactory pain control and open new avenues for personalized pain treatment.
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Affiliation(s)
- Daisuke Nishizawa
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Takeshi Terui
- Division of Internal Medicine, Department of Medicine, Higashi-Sapporo Hospital, Sapporo 003-8585, Japan
| | - Kunihiko Ishitani
- Division of Internal Medicine, Department of Medicine, Higashi-Sapporo Hospital, Sapporo 003-8585, Japan
| | - Shinya Kasai
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Junko Hasegawa
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Kyoko Nakayama
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Yuko Ebata
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Kazutaka Ikeda
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
- Correspondence: ; Tel.: +81-3-6834-2379
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Nishizawa D, Nagashima M, Kasai S, Hasegawa J, Nakayama K, Ebata Y, Fukuda KI, Ichinohe T, Hayashida M, Ikeda K. Associations between the C3orf20 rs12496846 Polymorphism and Both Postoperative Analgesia after Orthognathic and Abdominal Surgeries and C3orf20 Gene Expression in the Brain. Pharmaceutics 2022; 14:pharmaceutics14040727. [PMID: 35456561 PMCID: PMC9028963 DOI: 10.3390/pharmaceutics14040727] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/18/2022] [Accepted: 03/21/2022] [Indexed: 02/05/2023] Open
Abstract
Considerable individual differences are widely observed in the sensitivity to opioid analgesics. We focused on rs12496846, rs698705, and rs10052295 single-nucleotide polymorphisms (SNPs) in the C3orf20, SLC8A2, and CTNND2 gene regions that we previously identified as possibly associated with postoperative analgesia after orthognathic surgery. We investigated associations between these SNPs and postoperative analgesia in 112 patients who underwent major open abdominal surgery in hospitals and were treated with analgesics, including opioids, after surgery. Total genomic DNA was extracted from peripheral blood or oral mucosa samples for genotyping each SNP. Effects of these potent SNPs on gene expression in the brain were also investigated in samples that were provided by the Stanley Foundation Brain Bank. In the association studies, carriers of the G allele of the rs12496846 SNP in the C3orf20 gene region were significantly associated with greater 24 h postoperative analgesic requirements among the three SNPs that were investigated (p = 0.0015), which corroborated a previous study of orthognathic patients (p < 0.0001). In the gene expression analysis, carriers of the G allele of the rs12496846 SNP were significantly associated with lower mRNA expression of the C3orf20 gene (p < 0.0001). These results indicate that this SNP could serve as a marker that predicts analgesic requirements.
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Affiliation(s)
- Daisuke Nishizawa
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan; (D.N.); (S.K.); (J.H.); (K.N.); (Y.E.); (M.H.)
| | - Makoto Nagashima
- Department of Surgery, Toho University Sakura Medical Center, Sakura 143-8541, Japan;
| | - Shinya Kasai
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan; (D.N.); (S.K.); (J.H.); (K.N.); (Y.E.); (M.H.)
| | - Junko Hasegawa
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan; (D.N.); (S.K.); (J.H.); (K.N.); (Y.E.); (M.H.)
| | - Kyoko Nakayama
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan; (D.N.); (S.K.); (J.H.); (K.N.); (Y.E.); (M.H.)
| | - Yuko Ebata
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan; (D.N.); (S.K.); (J.H.); (K.N.); (Y.E.); (M.H.)
| | - Ken-ichi Fukuda
- Division of Special Needs Dentistry and Orofacial Pain, Department of Oral Health and Clinical Science, Tokyo Dental College, Tokyo 101-0061, Japan;
| | - Tatsuya Ichinohe
- Department of Dental Anesthesiology, Tokyo Dental College, Tokyo 101-0061, Japan;
| | - Masakazu Hayashida
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan; (D.N.); (S.K.); (J.H.); (K.N.); (Y.E.); (M.H.)
- Department of Anesthesiology, Saitama Medical University International Medical Center, Saitama 350-1298, Japan
- Department of Anesthesiology and Pain Medicine, Juntendo University School of Medicine, Tokyo 113-8421, Japan
| | - Kazutaka Ikeda
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan; (D.N.); (S.K.); (J.H.); (K.N.); (Y.E.); (M.H.)
- Correspondence: ; Tel.: +81-3-6834-2379
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George B, Minello C, Allano G, Maindet C, Burnod A, Lemaire A. Opioids in cancer-related pain: current situation and outlook. Support Care Cancer 2019; 27:3105-3118. [PMID: 31127436 DOI: 10.1007/s00520-019-04828-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 04/23/2019] [Indexed: 02/06/2023]
Abstract
PURPOSE Despite progress in treatments, cancer pain remains underestimated, poorly assessed and under-treated. Prescribing strong opioids, because of their specificities, requires precision in management considering their pharmacology but also a clear understanding of recommendations. Some clinicians highlight the risk of addiction, excessive sedation and respiratory depression and their need for information. Our objective in this review is to suggest some clinical guidance for the positioning and daily use of opioids within cancer pain management. METHODS Critical reflection based on literature analysis and clinical practice. RESULTS Strong opioids may be initiated as soon as pain diagnosis is defined. Factors to consider are pain aetiology, opioid pharmacokinetics and pharmacodynamics, genetic polymorphism, physiology (age, gender, weight and pregnancy), comorbidities (especially renal, hepatic, cardiovascular diseases), chronobiology, environmental factors, medication interference and treatment adherence. Achieving the best-balanced opioid treatment for background pain is complex, mainly due to the variable benefit/risk ratio between individuals and the experience of breakthrough cancer pain. Opioid initiation alongside a dynamic reassessment of pain should be fully integrated into the patient's management to optimise analgesia. The efficacy and safety of a strong opioid treatment need to be re-evaluated and adapted to individuals constantly as it varies over time. CONCLUSIONS Cancer pain is multimorphic and permanently changing due to disease evolution, curative treatments and disruptive events (concomitant treatments, pain from associated disease, comorbidities and complications, modifications of the environment). Well-managed opioids are the cornerstone of a complex environment requiring multidisciplinary dynamic assessments integrated into the patient's care pathway.
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Affiliation(s)
| | - Christian Minello
- Anaesthesia-Intensive Care Department, Cancer Centre Georges François Leclerc, Dijon, France
| | - Gilles Allano
- Pain Management Unit, Mutualist Clinic of la Porte-de-Lorient, Lorient, France
| | - Caroline Maindet
- Pain Management Centre, Grenoble-Alpes University Hospital, Grenoble, France
| | - Alexis Burnod
- Department of Supportive Care, Institut Curie, PSL Research University, Paris, France
| | - Antoine Lemaire
- Oncology and Medical Specialties Department, Valenciennes General Hospital, Valenciennes, France.
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Gretton SK, Droney J. Splice variation of the mu-opioid receptor and its effect on the action of opioids. Br J Pain 2015; 8:133-8. [PMID: 26516547 DOI: 10.1177/2049463714547115] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
An individual's response to opioids is influenced by a complex combination of genetic, molecular and phenotypic factors.Intra- and inter-individual variations in response to mu opioids have led to the suggestion that mu-opioid receptor subtypes exist.Scientists have now proven that mu-opioid receptor subtypes exist and that they occur through a mechanism promoting protein diversity, called alternative splicing.The ability of mu opioids to differentially activate splice variants may explain some of the clinical differences observed between mu opioids.This article examines how differential activation of splice variants by mu opioids occurs through alternative mu-opioid receptor binding, through differential receptor activation, and as a result of the distinct distribution of variants located regionally and at the cellular level.
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Gao W, Gulliford M, Bennett MI, Murtagh FEM, Higginson IJ. Managing cancer pain at the end of life with multiple strong opioids: a population-based retrospective cohort study in primary care. PLoS One 2014; 9:e79266. [PMID: 24475016 PMCID: PMC3903468 DOI: 10.1371/journal.pone.0079266] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Accepted: 09/25/2013] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND End-of-life cancer patients commonly receive more than one type of strong opioid. The three-step analgesic ladder framework of the World Health Organisation (WHO) provides no guidance on multiple opioid prescribing and there is little epidemiological data available to inform practice. This study aims to investigate the time trend of such cases and the associated factors. METHODS Strong opioid prescribing in the last three months of life of cancer patients were extracted from the General Practice Research Database (GPRD). The outcome variable was the number of different types of prescribed non-rescue doses of opioids (1 vs 2-4, referred to as a complex case). Associated factors were evaluated using prevalence ratios (PR) derived from multivariate log-binomial model, adjusting for clustering effects and potential confounding variables. RESULTS Overall, 26.4% (95% CI: 25.6-27.1%) of 13,427 cancer patients (lung 41.7%, colorectal 19.1%, breast 18.6%, prostate 15.5%, head and neck 5.0%) were complex cases. Complex cases increased steadily over the study period (1.02% annually, 95%CI: 0.42-1.61%, p = 0.048) but with a small dip (7.5% reduction, 95%CI: -0.03 to 17.8%) around the period of the Shipman case, a British primary care doctor who murdered his patients with opioids. The dip significantly affected the correlation of the complex cases with persistent increasing background opioid prescribing (weighted correlation coefficients pre-, post-Shipman periods: 0.98(95%CI: 0.67-1.00), p = 0.011; 0.14 (95%CI: -0.85 to 0.91), p = 0.85). Multivariate adjusted analysis showed that the complex cases were predominantly associated with year of death (PRs vs 2000: 1.05-1.65), not other demographic and clinical factors except colorectal cancer (PR vs lung cancer: 1.24, 95%CI: 1.12-1.37). CONCLUSION These findings suggest that prescribing behaviour, rather than patient factors, plays an important role in multiple opioid prescribing at the end of life; highlighting the need for training and education that goes beyond the well-recognised WHO approach for clinical practitioners.
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Affiliation(s)
- Wei Gao
- King's College London, School of Medicine, Department of Palliative Care, Policy and Rehabilitation, London, United Kingdom
- * E-mail:
| | - Martin Gulliford
- King's College London, School of Medicine, Department of Primary Care and Public Health Sciences, London, United Kingdom
| | - Michael I. Bennett
- University of Leeds, Leeds Institute of Health Sciences, Academic Unit of Palliative Care, Leeds, United Kingdom
| | - Fliss E. M. Murtagh
- King's College London, School of Medicine, Department of Palliative Care, Policy and Rehabilitation, London, United Kingdom
| | - Irene J. Higginson
- King's College London, School of Medicine, Department of Palliative Care, Policy and Rehabilitation, London, United Kingdom
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