1
|
Vernovsky S, Herning A, Wachman EM. The role of genetics in neonatal abstinence syndrome. Semin Perinatol 2024:152006. [PMID: 39613584 DOI: 10.1016/j.semperi.2024.152006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 11/16/2024] [Indexed: 12/01/2024]
Abstract
Neonatal Abstinence Syndrome (NAS) after in-utero exposure to opioids remains a significant public health concern. NAS is a highly variable condition in which presentation and severity cannot be explained by clinical factors alone. Research in human subjects has identified both genetic and epigenetic associations with prenatal opioid exposure and NAS severity, including single nucleotide polymorphisms, DNA methylation differences, and gene expression modifications. Animal studies have also identified key gene pathways that are likely important contributors to NAS phenotype. The clinical significance of identified genetic associations with NAS are unclear and warrant further study to see how they could impact NAS management.
Collapse
Affiliation(s)
- Sarah Vernovsky
- Department of Pediatrics, Boston Medical Center, Boston, MA, United States
| | - Ana Herning
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United States
| | - Elisha M Wachman
- Department of Pediatrics, Boston Medical Center, Boston, MA, United States; Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United States.
| |
Collapse
|
2
|
Escorial M, Muriel J, Agulló L, Zandonai T, Margarit C, Morales D, Peiró AM. Clinical prediction of opioid use disorder in chronic pain patients: a cohort-retrospective study with a pharmacogenetic approach. Minerva Anestesiol 2024; 90:386-396. [PMID: 38619184 DOI: 10.23736/s0375-9393.24.17864-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
BACKGROUND Opioids are widely used in chronic non-cancer pain (CNCP) management. However, they remain controversial due to serious risk of causing opioid use disorder (OUD). Our main aim was to develop a predictive model for future clinical translation that include pharmacogenetic markers. METHODS An observational study was conducted in 806 pre-screened Spanish CNCP patients, under long-term use of opioids, to compare cases (with OUD, N.=137) with controls (without OUD, N.=669). Mu-opioid receptor 1 (OPRM1, A118G, rs1799971) and catechol-O-methyltransferase (COMT, G472A, rs4680) genetic variants plus cytochrome P450 2D6 (CYP2D6) liver enzyme phenotypes were analyzed. Socio-demographic, clinical and pharmacological outcomes were also registered. A logistic regression model was performed. The model performance and diagnostic accuracy were calculated. RESULTS OPRM1-AA genotype and CYP2D6 poor and ultrarapid metabolizers together with three other potential predictors: 1) age; 2) work disability; 3) oral morphine equivalent daily dose (MEDD), were selected with a satisfactory diagnostic accuracy (sensitivity: 0.82 and specificity: 0.85), goodness of fit (P=0.87) and discrimination (0.89). Cases were ten-year younger with lower incomes, more sleep disturbances, benzodiazepines use, and history of substance use disorder in front of controls. CONCLUSIONS Functional polymorphisms related to OPRM1 variant and CYP2D6 phenotypes may predict a higher OUD risk. Established risk factors such as young age, elevated MEDD and lower incomes were identified. A predictive model is expected to be implemented in clinical setting among CNCP patients under long-term opioids use.
Collapse
Affiliation(s)
- Mónica Escorial
- Unit of Pharmacogenetics, Department of Clinical Pharmacology, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
- Institute of Bioengineering, Miguel Hernández University, Elche, Spain
| | - Javier Muriel
- Unit of Pharmacogenetics, Department of Clinical Pharmacology, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
| | - Laura Agulló
- Unit of Pharmacogenetics, Department of Clinical Pharmacology, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
- Institute of Bioengineering, Miguel Hernández University, Elche, Spain
| | - Thomas Zandonai
- Unit of Pharmacogenetics, Department of Clinical Pharmacology, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
- Addiction Science Lab, Department of Psychology and Cognitive Science, University of Trento, Trento, Italy
| | - César Margarit
- Pain Unit, Dr. Balmis General University Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
| | - Domingo Morales
- Operations Research Center, Miguel Hernández University, Elche, Spain
| | - Ana M Peiró
- Unit of Pharmacogenetics, Department of Clinical Pharmacology, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain -
- Institute of Bioengineering, Miguel Hernández University, Elche, Spain
| |
Collapse
|
3
|
Šanjug J, Kuna K, Goldštajn MŠ, Dunkić LF, Carek A, Negovetić Vranić D. Relationship between COMT Gene Polymorphism, Anxiety, and Pain Perception during Labour. J Clin Med 2023; 12:6298. [PMID: 37834942 PMCID: PMC10573766 DOI: 10.3390/jcm12196298] [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: 08/23/2023] [Revised: 09/22/2023] [Accepted: 09/26/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND The COMT gene polymorphism is associated with neurological and psychiatric disorders and pain perception. The present study investigates the existence of anxiety and pain perception in relation to the COMT (catechol-O-methyltransferase) gene polymorphism in labouring women (during "natural" childbirth) with or without inhaled analgesia. METHODS A total of 181 women who chose vaginal birth were enrolled in this study. To present the difference in pain perception, the parturients were divided into one group (n = 90) that chose labour analgesia with inhaled nitrous oxide (50% nitrous oxide and 50% oxygen) and one group (n = 91) without analgesia. The blood samples were taken during the pregnancy as a part of routine pregnancy controls in the hospital. The COMT gene polymorphism was detected with the PCR technique. The pain perception of parturients was self-evaluated two times according to the VAS (Visual Analogue Scale), and anxiety as a personality trait was determined with the STAI-T (State Trait Anxiety Inventory). Pain perception as well as anxiety were compared according to COMT genotypes. RESULTS In the 181 pregnant women, there were 40 women (22%) of wild homozygotes (GG) of COMT, 95 women (53%) of mutant heterozygotes (GA), and 46 women (25%) of mutant homozygotes (AA). A negative association of pain perception with the GA (mutant heterozygote) polymorphism of the COMT gene versus the wild-type (GG polymorphism) was observed. The GA polymorphism of the COMT gene was associated with 0.46 units lower pain perception compared to the wild type (GG). The anxiety trait score in group AA was lower than in groups GA and GG. The difference reached statistical significance only when comparing AA versus GA (p > 0.042). Analgesic efficacy of nitrous oxide was noticed in 22% of labouring women who reported moderate pain (VAS score 4-7). CONCLUSIONS The COMT gene polymorphism was associated with pain perception and anxiety among parturients. The COMT gene polymorphism GA was associated with negative pain perception among labouring women. Nitrous oxide showed statistical significance in anxiolytic efficacy during labour in women with mild anxiety as a personality trait. Anxiolytic efficacy of nitrous oxide has shown better efficacy in parturients with the COMT gene polymorphism AA.
Collapse
Affiliation(s)
- Jadranka Šanjug
- Department of Gynaecology and Obstetrics, General Hospital Zabok and War Veterans’ Hospital, Bračak 8, 49210 Zabok, Croatia
| | - Krunoslav Kuna
- Department of Gynaecology and Obstetrics, Sestre Milosrdnice University Hospital Centre, 10000 Zagreb, Croatia;
| | - Marina Šprem Goldštajn
- Department of Obstetrics and Gynecology, Clinical Hospital Center Zagreb, 10000 Zagreb, Croatia
| | - Lidija Fumić Dunkić
- Division of Anesthesiology, Intensive Care and Pain Medicine, Sestre Milosrdnice University Hospital Center, 10000 Zagreb, Croatia;
| | - Andreja Carek
- Department of Fixed Prosthodontics, School of Dental Medicine, University of Zagreb, Gunduliceva 5, 10000 Zagreb, Croatia
| | - Dubravka Negovetić Vranić
- Department of Pediatric Dentistry, School of Dental Medicine, University of Zagreb, Gunduliceva 5, 10000 Zagreb, Croatia
| |
Collapse
|
4
|
Ballester P, Espadas C, Almenara S, Barrachina J, Muriel J, Ramos E, Toral N, Belda C, Peiró AM. CYP2D6 Genotype and Pharmacovigilance Impact on Autism Spectrum Disorder: A Naturalistic Study with Extreme Phenotype Analysis. Pharmaceuticals (Basel) 2023; 16:954. [PMID: 37513866 PMCID: PMC10385457 DOI: 10.3390/ph16070954] [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: 05/18/2023] [Revised: 06/23/2023] [Accepted: 06/28/2023] [Indexed: 07/30/2023] Open
Abstract
The long-term use of psychopharmacology medications in autism spectrum disorder (ASD) hitherto remains controversial due to a lack of evidence about safety and tolerability. In this regard, genotyping the metabolizing enzyme cytochrome P450 (CYP) 2D6, especially its extreme phenotypes, could help to prevent drug-related adverse reactions or adverse events (AEs). There are several medications warranting CYP2D6 screening that are consumed by people with ASD, such as risperidone and aripiprazole to name a few. A naturalistic observational study was carried out in participants with ASD to analyze the influence of the CYP2D6 phenotype in drug tolerability using a local pharmacovigilance system created for this study. In this case, AEs were identified from participants' electronic health records (EHRs) and paper registries. Other variables were collected: socio-demographic information, comorbidities, and psychopharmacology prescriptions (polypharmacy defined as ≥4 simultaneous prescriptions) and doses. The genetic analysis included allelic discrimination (CYP2D6*1, *2, *3, *4, *5, *6, *10, *17, and *41) and copy number variations. All of these were used to determine theoretical phenotypes of the metabolic profiles: poor (PM); intermediate (IM); normal (NM); and ultra-rapid (UM). Sex differences were analyzed. A total of 71 participants (30 ± 10 years old, 82% male, 45% CYP2D6 NM phenotype (32 participants)) with a median of 3 (IQR 2-4) comorbidities per person, mainly urinary incontinence (32%) and constipation (22%), were included. CYP2D6 UM showed the highest rate of polypharmacy, whilst, IM participants had the highest rates of neurological and psychiatric AEs, even worse if a CYP2D6 inhibitor drug was prescribed simultaneously. CYP2D6 pharmacogenomics and the monitoring of new antipsychotic prescriptions may make a difference in medication safety in adults with ASD. Particularly in those with psychopharmacology polymedication, it can help with AE avoidance and understanding.
Collapse
Affiliation(s)
- Pura Ballester
- Pharmacology Department, Pharmacy Degree, San Antonio Catholic University, 30107 Murcia, Spain
| | - Cristina Espadas
- Bioengineering Institute, Pediatrics and Organic Chemistry Department, Miguel Hernández University of Elche (UMH), 03202 Alicante, Spain
| | - Susana Almenara
- Neuropharmacology on Pain Treatment and Neurodevelopmental Disorders, Dr. Balmis General University Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL), 03010 Alicante, Spain
- Clinical Pharmacology Unit, Alicante General University Hospital, 03010 Alicante, Spain
| | - Jordi Barrachina
- Neuropharmacology on Pain Treatment and Neurodevelopmental Disorders, Dr. Balmis General University Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL), 03010 Alicante, Spain
| | - Javier Muriel
- Neuropharmacology on Pain Treatment and Neurodevelopmental Disorders, Dr. Balmis General University Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL), 03010 Alicante, Spain
- Clinical Pharmacology, Pediatrics and Organic Chemistry Department, Miguel Hernández University of Elche (UMH), 03202 Alicante, Spain
| | - Enrique Ramos
- Bioengineering Institute, Pediatrics and Organic Chemistry Department, Miguel Hernández University of Elche (UMH), 03202 Alicante, Spain
| | - Natalia Toral
- San Rafael Center-San Francisco De Borja Foundation, Residential Facility, 03559 Alicante, Spain
| | - César Belda
- Infanta Leonor Center, Autism Parents Association Valencian Community Autism Association (APACV), 03010 Alicante, Spain
| | - Ana M Peiró
- Bioengineering Institute, Pediatrics and Organic Chemistry Department, Miguel Hernández University of Elche (UMH), 03202 Alicante, Spain
- Neuropharmacology on Pain Treatment and Neurodevelopmental Disorders, Dr. Balmis General University Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL), 03010 Alicante, Spain
- Clinical Pharmacology Unit, Alicante General University Hospital, 03010 Alicante, Spain
- Clinical Pharmacology, Pediatrics and Organic Chemistry Department, Miguel Hernández University of Elche (UMH), 03202 Alicante, Spain
| |
Collapse
|
5
|
Muriel J, Barrachina J, Del Barco G, Carvajal C, Escorial M, Margarit C, Ballester P, Peiró AM. Impact of CYP2D6 genotype on opioid use disorder deprescription: an observational prospective study in chronic pain with sex-differences. Front Pharmacol 2023; 14:1200430. [PMID: 37324467 PMCID: PMC10264765 DOI: 10.3389/fphar.2023.1200430] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 05/15/2023] [Indexed: 06/17/2023] Open
Abstract
Introduction: Opioid deprescription is the process of supervised tapering and safe withdrawal when a potentially inappropriate use is detected. This represents a challenge in chronic non-cancer pain (CNCP) patients who may respond differently to the procedure. Our aim was to analyze the potential impact of CYP2D6 phenotypes and sex on the clinical and safety outcomes during an opioid use disorder (OUD) tapering process. Methods: A prospective observational study was conducted on CNCP ambulatory OUD patients (cases, n = 138) who underwent a 6-month opioid dose reduction and discontinuation. Pain intensity, relief and quality of life (Visual analogue scale, VAS 0-100 mm), global activity (GAF, 0-100 scores), morphine equivalent daily dose (MEDD), analgesic drugs adverse events (AEs) and opioid withdrawal syndrome (OWS, 0-96 scores) were recorded at basal and final visits. Sex differences and CYP2D6 phenotypes (poor (PM), extensive (EM) and ultrarapid (UM) metabolizers based on CYP2D6*1, *2, *3, *4, *5, *6, *10, *17, *41, 2D6*5, 2D6 × N, 2D6*4 × 2 gene variants) were analyzed. Results: Although CYP2D6-UM consumed three-times less basal MEDD [40 (20-123) mg/day, p = 0.04], they showed the highest number of AEs [7 (6-11), p = 0.02] and opioid withdrawal symptoms (46 ± 10 scores, p = 0.01) after deprescription. This was inversely correlated with their quality of life (r = -0.604, p < 0.001). Sex-differences were evidenced with a tendency to a lower analgesic tolerability in females and lower quality of life in men. Discussion: These data support the potential benefits of CYP2D6-guided opioid deprescription, in patients with CNCP when OUD is detected. Further studies are required to understand a sex/gender interaction.
Collapse
Affiliation(s)
- Javier Muriel
- Pharmacogenetic Unit, Clinical Pharmacology Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
| | - Jordi Barrachina
- Pharmacogenetic Unit, Clinical Pharmacology Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
- Occupational Observatory, University Miguel Hernández, Elche, Spain
| | | | | | - Mónica Escorial
- Pharmacogenetic Unit, Clinical Pharmacology Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
- Occupational Observatory, University Miguel Hernández, Elche, Spain
| | - César Margarit
- Pharmacogenetic Unit, Clinical Pharmacology Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
- Pain Unit, Department of Health of Alicante-General Hospital, Alicante, Spain
| | - Pura Ballester
- Pharmacogenetic Unit, Clinical Pharmacology Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
| | - Ana María Peiró
- Pharmacogenetic Unit, Clinical Pharmacology Unit, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
- Pain Unit, Department of Health of Alicante-General Hospital, Alicante, Spain
- Bioengineering Institute, Toxicology and Environmental Health, University Miguel Hernández, Elche, Spain
| |
Collapse
|
6
|
Wiss FM, Stäuble CK, Meyer Zu Schwabedissen HE, Allemann SS, Lampert ML. Pharmacogenetic Analysis Enables Optimization of Pain Therapy: A Case Report of Ineffective Oxycodone Therapy. J Pers Med 2023; 13:jpm13050829. [PMID: 37240999 DOI: 10.3390/jpm13050829] [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: 04/17/2023] [Revised: 05/12/2023] [Accepted: 05/12/2023] [Indexed: 05/28/2023] Open
Abstract
Patients suffering from chronic pain may respond differently to analgesic medications. For some, pain relief is insufficient, while others experience side effects. Although pharmacogenetic testing is rarely performed in the context of analgesics, response to opiates, non-opioid analgesics, and antidepressants for the treatment of neuropathic pain can be affected by genetic variants. We describe a female patient who suffered from a complex chronic pain syndrome due to a disc hernia. Due to insufficient response to oxycodone, fentanyl, and morphine in addition to non-steroidal anti-inflammatory drug (NSAID)-induced side effects reported in the past, we performed panel-based pharmacogenotyping and compiled a medication recommendation. The ineffectiveness of opiates could be explained by a combined effect of the decreased activity in cytochrome P450 2D6 (CYP2D6), an increased activity in CYP3A, and an impaired drug response at the µ-opioid receptor. Decreased activity for CYP2C9 led to a slowed metabolism of ibuprofen and thus increased the risk for gastrointestinal side effects. Based on these findings we recommended hydromorphone and paracetamol, of which the metabolism was not affected by genetic variants. Our case report illustrates that an in-depth medication review including pharmacogenetic analysis can be helpful for patients with complex pain syndrome. Our approach highlights how genetic information could be applied to analyze a patient's history of medication ineffectiveness or poor tolerability and help to find better treatment options.
Collapse
Affiliation(s)
- Florine M Wiss
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
| | - Céline K Stäuble
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland
| | | | - Samuel S Allemann
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland
| | - Markus L Lampert
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
| |
Collapse
|
7
|
Noufal Y, Kringel D, Toennes SW, Dudziak R, Lötsch J. Pharmacological data science perspective on fatal incidents of morphine treatment. Pharmacol Ther 2023; 241:108312. [PMID: 36423714 DOI: 10.1016/j.pharmthera.2022.108312] [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: 09/16/2022] [Revised: 11/10/2022] [Accepted: 11/14/2022] [Indexed: 11/23/2022]
Abstract
Morphine prescribed for analgesia has caused drug-related deaths at an estimated incidence of 0.3% to 4%. Morphine has pharmacological properties that make it particularly difficult to assess the causality of morphine administration with a patient's death, such as its slow transfer between plasma and central nervous sites of action and the existence of the active metabolite morphine-6-glucuronide with opioid agonistic effects, Furthermore, there is no well-defined toxic dose or plasma/blood concentration for morphine. Dosing is often adjusted for adequate pain relief. Here, we summarize reported deaths associated with morphine therapy, including associated morphine exposure and modulating patient factors such as pharmacogenetics, concomitant medications, or comorbidities. In addition, we systematically analyzed published numerical information on the stability of concentrations of morphine and its relevant metabolites in biological samples collected postmortem. A medicolegal case is presented in which the causality of morphine administration with death was in dispute and pharmacokinetic modeling was applied to infer the administered dose. The results of this analytical review suggest that (i) inference from postmortem blood concentrations to the morphine dose administered has low validity and (ii) causality between a patient's death and the morphine dose administered remains a highly context-dependent and collaborative assessment among experts from different medical specialties.
Collapse
Affiliation(s)
- Yazan Noufal
- Goethe-University, Institute of Clinical Pharmacology, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Dario Kringel
- Goethe-University, Institute of Clinical Pharmacology, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Stefan W Toennes
- Goethe-University, University Hospital Frankfurt, Institute of Legal Medicine, Kennedyallee 104, 60596 Frankfurt am Main, Germany
| | - Rafael Dudziak
- Goethe-University, University Hospital Frankfurt, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Jörn Lötsch
- Goethe-University, Institute of Clinical Pharmacology, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany.
| |
Collapse
|
8
|
Omori T, Aoyama T, Miyamoto A, Matsumoto Y. Pharmacokinetic/Pharmacodynamic Modeling and Simulation of the Analgesic Effects of Pentazocine Using Perioperative Real-World Data. Biol Pharm Bull 2022; 45:1754-1763. [DOI: 10.1248/bpb.b22-00398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Affiliation(s)
- Takayuki Omori
- Laboratory of Clinical Pharmacokinetics, School of Pharmacy, Nihon University
| | - Takahiko Aoyama
- Laboratory of Clinical Pharmacokinetics, School of Pharmacy, Nihon University
| | - Aoi Miyamoto
- Laboratory of Clinical Pharmacokinetics, School of Pharmacy, Nihon University
| | - Yoshiaki Matsumoto
- Laboratory of Clinical Pharmacokinetics, School of Pharmacy, Nihon University
| |
Collapse
|
9
|
Clark TP. The history and pharmacology of buprenorphine: New advances in cats. J Vet Pharmacol Ther 2022; 45 Suppl 1:S1-S30. [DOI: 10.1111/jvp.13073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 04/19/2022] [Accepted: 05/14/2022] [Indexed: 11/30/2022]
|
10
|
Tang LJ, Han J, Feng YJ, Pu CX, Zhang Y. Comparative study of the efficacy of dexmedetomidine and fentanyl on anxiety and pain of parturients with different COMTva1158met genotypes. BMC Anesthesiol 2022; 22:84. [PMID: 35346044 PMCID: PMC8962552 DOI: 10.1186/s12871-022-01628-2] [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: 10/22/2021] [Accepted: 03/22/2022] [Indexed: 11/19/2022] Open
Abstract
Objective This study investigates the effects of COMTval158met gene polymorphism on maternal anxiety and pain during delivery and on the analgesic and anxiety efficacy of dexmedetomidine during delivery. Methods Sixty-one pregnant women, who were hospitalized in our hospital from January to November of 2016 were recruited and randomly divided into two groups, F and D groups. The pregnant women in the F group were given labor analgesia with ropivacaine combined with fentanyl. The pregnant women in the D group were given labor analgesia with ropivacaine combined with dexmedetomidine. Before and after labor analgesia, the genotype of COMT in the blood from two groups was detected, and the situation of labor anxiety and analgesia was analyzed. Then, the relationship between labor anxiety, analgesia, and COMT polymorphism was analyzed. Results In the 61 pregnant women, there were 30 women of wild homozygotes (GG) of COMT, 22 women of mutant heterozygotes (GA), and nine women of mutant homozygotes (AA), the mutation rate of allele A was 23.77%. The anxiety status score, anxiety trait score, and pain score in the AA genotype were significantly higher than those in the GG and GA genotype (p < 0.05). There was a significant difference in the efficacy of GG and AA genotypes between groups D and F for treating labor anxiety (p < 0.05), the efficacy of group D was better than that of group F in treating delivery anxiety, there was no significant difference in anxiety scores between the two groups in GA genotypes (p > 0.05); there was no significant difference in pain between group D and F in GG, GA, and AA genotypes (p > 0.05). There was no significant difference in pain and anxiety scores between the three genotypes in group D (p > 0.05), there was significant difference in pain scores among the three genotypes in group F (p < 0.05), but there was no significant difference in anxiety (p > 0.05). Conclusions The mutation of the COMTval158met gene leads to increased anxiety and pain during childbirth. The effect of dexmedetomidine on the anxiety of GG and AA genotypes is better than that of fentanyl, and the mutation of the COMTval158met gene has no impact on dexmedetomidine effect.
Collapse
Affiliation(s)
- Li-Jia Tang
- Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Chunhui Road 182#, Luzhou, Sichuan, 646000, China
| | - Jiang Han
- Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Chunhui Road 182#, Luzhou, Sichuan, 646000, China
| | - Yi-Juan Feng
- Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Chunhui Road 182#, Luzhou, Sichuan, 646000, China
| | - Cui-Xia Pu
- Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Chunhui Road 182#, Luzhou, Sichuan, 646000, China
| | - Ying Zhang
- Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Chunhui Road 182#, Luzhou, Sichuan, 646000, China.
| |
Collapse
|
11
|
Di Nunno N, Esposito M, Argo A, Salerno M, Sessa F. Pharmacogenetics and Forensic Toxicology: A New Step towards a Multidisciplinary Approach. TOXICS 2021; 9:292. [PMID: 34822683 PMCID: PMC8620299 DOI: 10.3390/toxics9110292] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 10/20/2021] [Accepted: 11/02/2021] [Indexed: 01/24/2023]
Abstract
Pharmacogenetics analyzes the individual behavior of DNA genes after the administration of a drug. Pharmacogenetic research has been implemented in recent years thanks to the improvement in genome sequencing techniques and molecular genetics. In addition to medical purposes, pharmacogenetics can constitute an important tool for clarifying the interpretation of toxicological data in post-mortem examinations, sometimes crucial for determining the cause and modality of death. The purpose of this systematic literature review is not only to raise awareness among the forensic community concerning pharmacogenetics, but also to provide a workflow for forensic toxicologists to follow in cases of unknown causes of death related to drug use/abuse. The scientific community is called on to work hard in order to supply evidence in forensic practice, demonstrating that this investigation could become an essential tool both in civil and forensic contexts. The following keywords were used for the search engine: (pharmacogenetics) AND (forensic toxicology); (pharmacogenetics) AND (post-mortem); (pharmacogenetics) AND (forensic science); and (pharmacogenetics) AND (autopsy). A total of 125 articles were collected. Of these, 29 articles were included in this systematic review. A total of 75% of the included studies were original articles (n = 21) and 25% were case reports (n = 7). A total of 78% (n = 22) of the studies involved deceased people for whom a complete autopsy was performed, while 22% (n = 6) involved people in good health who were given a drug with a subsequent pharmacogenetic study. The most studied drugs were opioids (codeine, morphine, and methadone), followed by antidepressants (tricyclic antidepressants and venlafaxine). Furthermore, all studies highlighted the importance of a pharmacogenetics study in drug-related deaths, especially in cases of non-overdose of drugs of abuse. This study highlights the importance of forensic pharmacogenetics, a field of toxicology still not fully understood, which is of great help in cases of sudden death, deaths from overdose, deaths after the administration of a drug, and also in cases of complaint of medical malpractice.
Collapse
Affiliation(s)
- Nunzio Di Nunno
- Department of History, Society and Studies on Humanity, University of Salento, 73100 Lecce, Italy
| | - Massimiliano Esposito
- Department of Medical, Surgical and Advanced Technologies "G.F. Ingrassia", University of Catania, 95121 Catania, Italy
| | - Antonina Argo
- Department of Health Promotion Sciences, Section of Legal Medicine, Maternal and Infant Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Via del Vespro, 129, 90127 Palermo, Italy
| | - Monica Salerno
- Department of Medical, Surgical and Advanced Technologies "G.F. Ingrassia", University of Catania, 95121 Catania, Italy
| | - Francesco Sessa
- Department of Clinical and Experimental Medicine, University of Foggia, 71122 Foggia, Italy
| |
Collapse
|
12
|
Langman LJ, Gaskins J, Korte E, Maluf C, Wooderchak-Donahue WL, McMillin GA, Jannetto PJ, Hartley B, Malkani A, Yakkanti M, Jortani SA. Endogenous and iatrogenic sources of variability in response to opioid therapy in Post-Surgical and injured orthopedic patients. Clin Chim Acta 2021; 522:105-113. [PMID: 34384754 DOI: 10.1016/j.cca.2021.08.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 08/04/2021] [Accepted: 08/06/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Hydrocodone is the most prescribed opioid in the US. The objective was to evaluate associations between genetic, intrinsic, and extrinsic patient factors, plasma hydrocodone and metabolites, common side effects, and pain scores in a cohort of orthopedic surgery patients. METHODS Data for each patient was collected by review of the electronic hospital record (EHR), and patient interview. Patients were recruited from those with trauma or undergoing scheduled elective surgery for total knee replacement or total hip at the University of Louisville Hospital, Baptist East Hospital, and Jewish Hospital, Louisville, KY. Plasma opiate concentrations and a targeted genotyping panel was performed. RESULTS There were statistically significant correlations with daily (p < 0.001) and total dose (p = 0.002) of hydrocodone in hospital and duration of opioid therapy. The length of opioid administration was significantly shorter in CYP2D6 EM/UM versus CYP2D6 PM/IM patients (p = 0.018). Subjects with the OPRM1 c.118G variant were also on opioids longer (p = 0.022). The effect of co-administration of a CYP2D6 inhibitor had a significant effect on the length of opioid therapy (P < 0.001). And not surprisingly the effect of the inhibitor adjusted CYP2D6 phenotype was greater in both the hospital stay period and days of opioid use post hospital discharge (p < 0.001). CONCLUSIONS Based on this study, patients should be evaluated for the use of inhibitors of CYP2D6, during hydrocodone therapy can alter the phenotype of the patient (phenocopy) and increase the probability that the patient will be on opioids for longer periods of time.
Collapse
Affiliation(s)
- Loralie J Langman
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, United States of America.
| | - Jeremy Gaskins
- Departments of Bioinformatics and Biostatistics, University of Louisville School of Medicine, Louisville, KY, United States of America
| | - Erik Korte
- Departments of Pathology, and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, United States of America
| | - Cynthia Maluf
- Departments of Pathology, and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, United States of America
| | | | - Gwendolyn A McMillin
- Department of Pathology, University of Utah, ARUP Institute for Clinical and Experimental Pathology, Salt Lake City, UT, United States of America
| | - Paul J Jannetto
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, United States of America
| | - Brandi Hartley
- Departments of Orthopedic Surgery, University of Louisville School of Medicine, Louisville, KY, United States of America
| | - Arthur Malkani
- Departments of Orthopedic Surgery, University of Louisville School of Medicine, Louisville, KY, United States of America
| | | | - Saeed A Jortani
- Departments of Pathology, and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, United States of America
| |
Collapse
|
13
|
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.
Collapse
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
| |
Collapse
|
14
|
Zhu Y, Lopes GS, Bielinski SJ, Borah BJ, Larson NB, Moyer AM, Olson JE, Wang L, Weinshilboum R, St. Sauver JL. Impact of Pharmacogenomic Information on Values of Care and Quality of Life Associated with Codeine and Tramadol-Related Adverse Drug Events. Mayo Clin Proc Innov Qual Outcomes 2021; 5:35-45. [PMID: 33718782 PMCID: PMC7930862 DOI: 10.1016/j.mayocpiqo.2020.08.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Objective To assess the potential impact of Pharmacogenomic (PGx) variation in cytochrome P450 2D6 (CYP2D6) enzyme function, using loss in quality-adjusted life years (QALYs) associated with treatment problems, and the willingness to pay to avoid treatment problems from patients’ and payers’ perspectives. Patients and Methods The study included patients prescribed tramadol or codeine, or both, between January 1, 2005, and December 31, 2017. Demographic information and adverse drug events, including adverse drug events and poor pain control, were collected from the electronic health records using natural language processing techniques and review by trained abstractors. Patients’ willingness to pay and QALY estimates were based on comprehensive literature review. The CYP2D6 phenotypes were divided into 4 groups: ultra-rapid metabolizers, normal metabolizers, intermediate metabolizers, and poor metabolizers. Results Among the 2860 identified patients, 63 (2%) were ultrarapid metabolizers, 1449 (50%) were normal metabolizers, 1155 (40%) were intermediate metabolizers, and 193 (7%) were poor metabolizers. The patients’ average estimated willingness-to-pay value to avoid treatment problems was $23 per month; poor metabolizers developed problems with the highest estimated willingness-to-pay value ($32 per month). The mean QALY loss among all patients was 0.024 QALYs (8.8 healthy days); poor metabolizers had the highest loss (0.027 QALYs, 9.9 healthy days). Conclusion Patients with various phenotypes developed different treatment problem profiles. Poor CYP2D6 metabolizers developed problems with highest willingness to pay, and they might potentially benefit most from PGx-guided treatment and problem prevention.
Collapse
Affiliation(s)
- Ye Zhu
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Guilherme S. Lopes
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Suzette J. Bielinski
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Bijan J. Borah
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Nicholas B. Larson
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Ann M. Moyer
- Division of Clinical Biochemistry & Immunology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Janet E. Olson
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Liewei Wang
- Division of Clinical Pharmacology, Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN
| | - Richard Weinshilboum
- Division of Clinical Pharmacology, Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN
| | - Jennifer L. St. Sauver
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
- Correspondence: Address to Jennifer L. St. Sauver, PhD, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| |
Collapse
|
15
|
Sumitani M, Nishizawa D, Hozumi J, Ikeda K. Genetic implications in quality palliative care and preventing opioid crisis in cancer-related pain management. J Neurosci Res 2020; 100:362-372. [PMID: 33174646 DOI: 10.1002/jnr.24756] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 09/23/2020] [Accepted: 10/25/2020] [Indexed: 12/11/2022]
Abstract
The prevalence of cancer-related pain is 64% among patients with metastatic, advanced, or terminal cancer, 59% among patients undergoing anticancer treatment, and 33% among patients who completed curative treatment. According to the World Health Organization cancer pain relief guidelines, opioid analgesics are the mainstay analgesic therapy in addition to conventional first-step analgesics, such as non-steroidal anti-inflammatory drugs and acetaminophen. The indications for strong opioids have recently been expanded to include mild-to-moderate pain in addition to moderate-to-severe pain. The U.S. Centers for Disease Control and Prevention guidelines emphasize that realistic expectations should be weighed against potential serious harm from opioids, rather than relying on the unrealized long-term benefits of these drugs. Therefore, treatment strategies for both cancer-related chronic or acute pain have been unfortunately deviated from opioid analgesics. The barriers hindering adequate cancer-related pain management with opioid analgesics are related to the inadequate knowledge of opioid analgesics (e.g., effective dose, adverse effects, and likelihood of addiction or tolerance). To achieve adequate opioid availability, these barriers should be overcome in a clinically suitable manner. Genetic assessments could play an important role in overcoming challenges in opioid management. To balance the improvement in opioid availability and the prevention of opioid misuse and addiction, the following two considerations concerning opioids and genetic polymorphisms warrant attention: (A) pain severity, opioid sensitivity, and opioid tolerance; and (B) vulnerability to opioid dependence and addiction.
Collapse
Affiliation(s)
- Masahiko Sumitani
- Department of Pain and Palliative Medicine, The University of Tokyo Hospital, Tokyo, Japan
| | - Daisuke Nishizawa
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Jun Hozumi
- Department of Pain and Palliative Medicine, The University of Tokyo Hospital, Tokyo, Japan
| | - Kazutaka Ikeda
- Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| |
Collapse
|
16
|
A review of the existing literature on buprenorphine pharmacogenomics. THE PHARMACOGENOMICS JOURNAL 2020; 21:128-139. [PMID: 33154520 DOI: 10.1038/s41397-020-00198-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 09/29/2020] [Accepted: 10/13/2020] [Indexed: 12/21/2022]
Abstract
Buprenorphine is an effective treatment for opioid dependence; however, it demonstrates individual variability in efficacy. Pharmacogenomics may explain this drug response variability and could allow for tailored therapy on an individual basis. The Food and Drug Administration and the Clinical Pharmacogenomics Implementation Consortium have guidelines on pharmacogenomic testing for some opioids (e.g., codeine); however, no guidelines exist for the partial opioid agonist buprenorphine. Pharmacogenomic testing targets for buprenorphine include pharmacodynamic genes like the mu-opioid receptor (MOP receptor) and catechol-O-methyltransferase (COMT), as well as the pharmacokinetic genes like the CYP enzymes. In this review we identified genotypes in patients with opioid addiction receiving buprenorphine that may result in altered therapeutic dosing and increased rate of relapse. The OPRM1 A118G single nucleotide polymorphism (SNP rs1799971) gene variant encoding the N40D MOP receptor has been associated with variable efficacy and response to treatment in both adult and neonatal patients receiving buprenorphine for treatment of opioid withdrawal. An SNP associated with rs678849 of OPRD1, coding for the delta opioid receptor, was associated with opioid relapse as indicated by opioid positive urine drug screens; there was also sex specific SNP identified at rs581111 and rs529520 in the European American population. COMT variability, particularly in rs4680, has been associated with length of stay and need for opioid treatment in patients with neonatal abstinence syndrome. Variations of the pharmacokinetic gene for CYP3A4 showed that the ultrarapid metabolizer phenotype required higher doses of buprenorphine. Genotyping of patients may allow us to appropriately tailor buprenorphine therapy to individual patients and lead to improved patient outcomes; however, further research on the pharmacogenomics of buprenorphine is needed.
Collapse
|
17
|
Cornett EM, Carroll Turpin MA, Pinner A, Thakur P, Sekaran TSG, Siddaiah H, Rivas J, Yates A, Huang GJ, Senthil A, Khurmi N, Miller JL, Stark CW, Urman RD, Kaye AD. Pharmacogenomics of Pain Management: The Impact of Specific Biological Polymorphisms on Drugs and Metabolism. Curr Oncol Rep 2020; 22:18. [PMID: 32030524 DOI: 10.1007/s11912-020-0865-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW Pain is multifactorial and complex, often with a genetic component. Pharmacogenomics is a relative new field, which allows for the development of a truly unique and personalized therapeutic approach in the treatment of pain. RECENT FINDINGS Until recently, drug mechanisms in humans were determined by testing that drug in a population and calculating response averages. However, some patients will inevitably fall outside of those averages, and it is nearly impossible to predict who those outliers might be. Pharmacogenetics considers a patient's unique genetic information and allows for anticipation of that individual's response to medication. Pharmacogenomic testing is steadily making progress in the management of pain by being able to identify individual differences in the perception of pain and susceptibility and sensitivity to drugs based on genetic markers. This has a huge potential to increase efficacy and reduce the incidence of iatrogenic drug dependence and addiction. The streamlining of relevant polymorphisms of genes encoding receptors, transporters, and drug-metabolizing enzymes influencing the pain phenotype can be an important guide to develop safe new strategies and approaches to personalized pain management. Additionally, some challenges still prevail and preclude adoption of pharmacogenomic testing universally. These include lack of knowledge about pharmacogenomic testing, inadequate standardization of the process of data handling, questionable benefits about the clinical and financial aspects of pharmacogenomic testing-guided therapy, discrepancies in clinical evidence supporting these tests, and doubtful reimbursement of the tests by health insurance agencies.
Collapse
Affiliation(s)
- Elyse M Cornett
- Department of Anesthesiology, LSU Health Shreveport, 1501 Kings Highway, Shreveport, LA, 71103, USA.
| | - Michelle A Carroll Turpin
- Department of Biomedical Sciences, College of Medicine, University of Houston, Health 2 Building, Room 8037, Houston, TX, USA
| | - Allison Pinner
- Ochsner LSU Health Shreveport, 1501 Kings Highway, Shreveport, LA, 71103, USA
| | - Pankaj Thakur
- Department of Anesthesiology, Ochsner LSU Health Shreveport, 1501 Kings Highway, Shreveport, LA, 71103, USA
| | | | - Harish Siddaiah
- Department of Anesthesiology, Ochsner LSU Health Shreveport, 1501 Kings Highway, Shreveport, LA, 71103, USA
| | - Jasmine Rivas
- Department of Family Medicine, ECU Vidant Medical Center, 101 Heart Drive, Greenville, NC, 27834, USA
| | - Anna Yates
- LSU Health Shreveport School of Medicine, 1501 Kings Highway, Shreveport, LA, 71103, USA
| | - G Jason Huang
- Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Anitha Senthil
- Department of Anesthesiology, Lahey Hospital & Medical Center, 41Mall Road, Burlington, MA, 01805, USA
| | - Narjeet Khurmi
- Department of Anesthesiology & Perioperative Medicine, Mayo Clinic Arizona, 5777 East Mayo Boulevard, Phoenix, AZ, 85054, USA
| | - Jenna L Miller
- LSU Health Sciences Center New Orleans, 1901 Perdido Street, New Orleans, LA, 70112, USA
| | - Cain W Stark
- Medical College of Wisconsin, 8701 West Watertown Plank Road, Wauwatosa, WI, 53226, USA
| | - Richard D Urman
- Department of Anesthesiology, Perioperative and Pain Medicine, Harvard Medical School, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
| | - Alan David Kaye
- Department of Anesthesiology and Pharmacology, Toxicology, and Neurosciences, Louisiana State University School of Medicine, 1501 Kings Hwy, Shreveport, LA, 71103, USA
| |
Collapse
|
18
|
Brewer R, Blum K, Bowirrat A, Modestino EJ, Baron D, Badgaiyan RD, Moran M, Boyett B, Gold MS. Transmodulation of Dopaminergic Signaling to Mitigate Hypodopminergia and Pharmaceutical Opioid-Induced Hyperalgesia. CURRENT PSYCHOPHARMACOLOGY 2020; 9:164-184. [PMID: 37361136 PMCID: PMC10288629 DOI: 10.2174/2211556009999200628093231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 04/16/2020] [Accepted: 05/06/2020] [Indexed: 06/28/2023]
Abstract
Neuroscientists and psychiatrists working in the areas of "pain and addiction" are asked in this perspective article to reconsider the current use of dopaminergic blockade (like chronic opioid agonist therapy), and instead to consider induction of dopamine homeostasis by putative pro-dopamine regulation. Pro-dopamine regulation could help pharmaceutical opioid analgesic agents to mitigate hypodopaminergia-induced hyperalgesia by inducing transmodulation of dopaminergic signaling. An optimistic view is that early predisposition to diagnosis based on genetic testing, (pharmacogenetic/pharmacogenomic monitoring), combined with appropriate urine drug screening, and treatment with pro-dopamine regulators, could conceivably reduce stress, craving, and relapse, enhance well-being and attenuate unwanted hyperalgesia. These concepts require intensive investigation. However, based on the rationale provided herein, there is a good chance that combining opioid analgesics with genetically directed pro-dopamine-regulation using KB220 (supported by 43 clinical studies). This may become a front-line technology with the potential to overcome, in part, the current heightened rates of chronic opioid-induced hyperalgesia and concomitant Reward Deficiency Syndrome (RDS) behaviors. Current research does support the hypothesis that low or hypodopaminergic function in the brain may predispose individuals to low pain tolerance or hyperalgesia.
Collapse
Affiliation(s)
- Raymond Brewer
- Department of Nutrigenomics, Genomic Testing Center, Geneus Health, LLC., San Antonio, TX, USA
| | - Kenneth Blum
- Department of Nutrigenomics, Genomic Testing Center, Geneus Health, LLC., San Antonio, TX, USA
- Western University Health Sciences, Pomona, CA., USA
- Division of Neuroscience and Addiction Research, Pathway Healthcare, Birmingham, AL, USA
- Eotvos Loránd University, Institute of Psychology, Budapest, Hungary
- Department of Psychiatry, Wright State University Boonshoft School of Medicine and Dayton VA Medical Center, Dayton, OH, USA
- Department of Psychiatry, University of Vermont, Burlington, VT., USA
| | - Abdalla Bowirrat
- Department of Neuroscience and Genetics, Interdisciplinary Center Herzliya, Israel
| | | | - David Baron
- Western University Health Sciences, Pomona, CA., USA
| | - Rajendra D. Badgaiyan
- Department of Psychiatry, ICHAN School of Medicine, Mount Sinai, New York, NYC. & Department of Psychiatry, South Texas Veteran Health Care System, Audie L. Murphy Memorial VA Hospital, San Antonio, TX, Long School of Medicine, University of Texas Medical Center, San Antonio, TX, USA
| | - Mark Moran
- Department of Nutrigenomics, Genomic Testing Center, Geneus Health, LLC., San Antonio, TX, USA
| | - Brent Boyett
- Division of Neuroscience and Addiction Research, Pathway Healthcare, Birmingham, AL, USA
- Bradford Health Services, Madison, AL., USA
| | - Mark S. Gold
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Mo., USA
| |
Collapse
|
19
|
Taqi MM, Faisal M, Zaman H. OPRM1 A118G Polymorphisms and Its Role in Opioid Addiction: Implication on Severity and Treatment Approaches. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2019; 12:361-368. [PMID: 31819591 PMCID: PMC6885558 DOI: 10.2147/pgpm.s198654] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 11/13/2019] [Indexed: 12/14/2022]
Abstract
The epidemic of opioid addiction is shaping up as the most serious clinical issues of current times. Opioids have the greatest propensity to develop addiction after first exposure. Molecular, genetic variations, epigenetic alterations, and environmental factors are also implicated in the development of opioid addiction. Genetic and epigenetic variations in candidate genes have been identified for their associations with opioid addiction. OPRM1 nonsynonymous single nucleotide polymorphism rs1799971 (A118G) is the most prominent candidate due to its significant association with onset and treatment of opioid addiction. Marked inter-individual variability in response to available maintenance pharmacotherapies is the common feature observed in individuals with opioid addiction. Several therapies are only effective among subgroups of opioid individuals which indicate that ethnic, environmental factors and genetic polymorphism including rs1799971 may be responsible for the response to treatment. Pharmacogenetics has the potential to enhance our understanding around the underlying genetic, epigenetic and molecular mechanisms responsible for the heterogeneous response of maintenance pharmacotherapies in opioid addiction. A more detailed understanding of molecular, epigenetic and genetic variants especially the implication of OPRM1 A118G polymorphism in an individual may serve as the way forward to address the opioid epidemic. Personalized medicine, which involves developing targeted pharmacotherapies in accordance with individual genetic and epigenetic makeup, are required to develop safe and effective treatments for opioid addiction.
Collapse
Affiliation(s)
- Malik Mumtaz Taqi
- Division of Mental Health and Addiction, University of Oslo, Oslo, Norway
| | - Muhammad Faisal
- Faculty of Health Studies, University of Bradford, Bradford, UK.,Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Hadar Zaman
- School of Pharmacy and Medical Sciences, Faculty of Life Sciences, University of Bradford, Bradford, UK
| |
Collapse
|
20
|
Gender based differences, pharmacogenetics and adverse events in chronic pain management. THE PHARMACOGENOMICS JOURNAL 2019; 20:320-328. [PMID: 31745220 DOI: 10.1038/s41397-019-0118-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 10/08/2019] [Accepted: 11/06/2019] [Indexed: 12/28/2022]
Abstract
Safety data in chronic non-cancer pain (CNCP) with long-term opioid therapy has been poorly studied and can be differently influenced by gender. Furthermore, pharmacogenetics (PGx) could possibly be used to tailor pain medication based on the individual's genetic background. The aim was to assess whether PGx applied to a pharmacovigilance system could help to improve a patient's security profile. A pharmacovigilance data recording system was conducted over 24 months, including genotyping of OPRM1 variants (opioid receptor, A118G) and COMT (enzyme that degrades catecholamines such as norepinephrine, G1947A). Pain intensity (visual analogue scale, VAS), morphine equivalent daily dose (MEDD), adverse events (AEs) and suspected adverse drug reactions (ADRs) were recorded and analysed by gender. The Ethics Committee approved the study and data were analysed with R 3.6.0 software. A total of 748 patients were recruited in the study (67% female, VAS 62 ± 29 mm, MEDD 119 ± 114 mg/day) reporting a median of 6 (3.5-9) AEs/patient. Women presented more nausea, headaches, insomnia, loss of appetite, weight change, depression and dizziness than men. Analysis by genotype demonstrated that PGx influenced the prevalence of vomiting and depression in men, dizziness in women and sexual dysfunction in both. Physicians notified 150 ADRs mostly in females (79%) related to nervous system disorders. PGx applied to a pharmacovigilance recording system provides important information to achieve a better knowledge about AEs in CNCP pharmacological therapy. OPRM1 and COMT polymorphisms were associated with AEs in CNCP patients that differed according to gender.
Collapse
|
21
|
Cheng XR, Xia PG, Shi ZY, Xu QY, Luo CH, Lei MY, Zhang Q. Increased risk of intracranial hemorrhage in preterm infants with OPRM1 gene A118G polymorphism. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:478. [PMID: 31700914 DOI: 10.21037/atm.2019.08.53] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background To investigate the relationship between the OPRM1 gene A118G polymorphism and intracranial hemorrhage (ICH) in premature infants and identify the relevant genes in disease occurrence. Methods In the present case study analysis, polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) was used to detect the genotype and allele frequencies of the OPRM1 gene All8G single nucleotide polymorphism (SNP) in a case group of premature infants with ICH (n=167) and a control group of premature infants (n=163) without ICH. Results In the case group, 73 (43.7%) wild type A118 homozygous (A/A), 82 (49.1%) mutant heterozygous (A/G), and 12 (7.2%) mutant G118 homozygous (G/G) individuals were observed. The frequencies of A and G alleles were 68.3% and 31.7% respectively. In the control group, 89 (54.6%) wild type A118 homozygous (A/A), 68 (41.7%) mutant heterozygous (A/G), and 6 (3.7%) mutant G118 homozygous (G/G) individuals were observed. The frequencies of A and G alleles were 75.5% and 24.5% respectively. There was no significant difference in the frequency distribution of the OPRM1 gene A118G polymorphism between the two groups (χ2=4.839, P=0.089). There was a significant difference in the positive rate of wild-type AA and mutant-type (A/G + G/G) between the two groups (χ2=3.913, P=0.048). Carrying the G allele of the individual was 1.5 times more frequent suffering from the risk of ICH than carrying the A allele [odds ratio (OR): 1.549; 95% confidence interval (CI): 1.003-2.391], indicating that the OPRM1 118G allele was positively correlated with ICH and can increase the risk of ICH occurrence. Conclusions The OPRM1 gene A118G polymorphism is associated with ICH in premature infants. The OPRM1 gene A118G may play a critical role in the occurrence of ICH.
Collapse
Affiliation(s)
- Xin-Ru Cheng
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Pei-Ge Xia
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Zan-Yang Shi
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Qian-Ya Xu
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Cheng-Han Luo
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Meng-Yuan Lei
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Qian Zhang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| |
Collapse
|
22
|
Tyndale RF, Sellers EM. Opioids: The Painful Public Health Reality. Clin Pharmacol Ther 2019; 103:924-935. [PMID: 29878319 DOI: 10.1002/cpt.1074] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 03/19/2018] [Indexed: 12/28/2022]
Abstract
The analgesic, sedative, antidepressant, euphoriant, intoxicating, and addictive properties of opium and its synthetic derivatives are well known and have been known for centuries. Hence, the current major public health problems due to excessive availability should be no surprise. What is unprecedented in the United States, and emerging elsewhere, is the extent of the profound consequences and complexity of addressing this public health crisis.
Collapse
Affiliation(s)
- Rachel F Tyndale
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Centre for Addictions and Mental Health, Toronto, ON, Canada
| | - Edward M Sellers
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
23
|
Opioid-related genetic polymorphisms do not influence postoperative opioid requirement: A prospective observational study. Eur J Anaesthesiol 2019; 35:496-504. [PMID: 29474345 DOI: 10.1097/eja.0000000000000793] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Among the various factors that may influence the pharmacological response to opioids, genetic polymorphisms [single nucleotide polymorphisms (SNP)] have generated some interest. OBJECTIVES To examine the influence on morphine dose requirements and adverse events in the postoperative period of four SNP [opioid receptor mu1 (OPRM1), ATP-binding cassette subfamily B, member 1 (ABCB1) ex-21 and ex-26, catechol-o-methyltransferase (COMT)] in candidate genes involved in morphine pharmacodynamics and pharmacokinetics. DESIGN A single centre prospective study. SETTING University Hospital, Paris, France, from 2 January 2007 to 15 November 2011. PATIENTS A total of 438 white adults scheduled for major orthopaedic surgery (spine, hip and knee) under general anaesthesia. The main exclusion criteria were receiving opioids for chronic pain, nonopioid drugs within 2 days prior to surgery, pregnancy, renal insufficiency, sleep apnoea obstruction syndrome, morbid obesity, severe hepatic impairment, cognitive dysfunction. INTERVENTIONS Assays of plasma concentrations of morphine and metabolites (morphine 3-glucuronide and morphine 6-glucuronide) were performed and common polymorphisms in four candidate genes [OPRM1 A118G rs1799971; P-glycoprotein (ABCB1) T3435C (rs1045642) and G2677T/A (rs2032582); COMT Val 158 Met (rs4680)] were analysed.Morphine was titrated by staff in the postanaesthesia care unit (PACU) and in the ward patient-controlled intravenous analgesia was used for 24 h. MAIN OUTCOME MEASURES The dose of morphine required to achieve pain relief and the influence of SNP in genes involved in morphine pharmacodynamics and kinetics on morphine dose requirements. Secondary endpoints were the concentrations of morphine, morphine 6-glucuronide and morphine 3-gluguronide, the proportion of patients requiring a rescue analgesic and the proportion of morphine-related adverse events. RESULTS A total of 404 patients completed the study to final analysis. The mean ± SD morphine dose to achieve pain relief was 15.8 ± 8.8 mg in the PACU and 22.7 ± 18.6 mg during patient-controlled intravenous administration. Morphine-related adverse events were observed in 37%. There was no relationship between any genetic polymorphisms and morphine dose, morphine 3-gluguronide and morphine 6-glucuronide concentration, morphine-related adverse events or pain level. In the PACU only, P-glycoprotein polymorphisms (ex-21; ex-26) were significantly associated with morphine concentration but the prediction of the model was poor (R = 0.04) CONCLUSION: No major relationship has been demonstrated between SNP of OPRM1, ABCB1, COMT and morphine requirement, pain level or adverse effects in the postoperative period. TRIAL REGISTRATION NCT00822549 (www.clinicaltrials.gov).
Collapse
|
24
|
Chau CMY, Ross CJD, Chau V, Synnes AR, Miller SP, Carleton B, Grunau RE. Morphine biotransformation genes and neonatal clinical factors predicted behaviour problems in very preterm children at 18 months. EBioMedicine 2019; 40:655-662. [PMID: 30709768 PMCID: PMC6413679 DOI: 10.1016/j.ebiom.2019.01.042] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 01/21/2019] [Accepted: 01/22/2019] [Indexed: 01/18/2023] Open
Abstract
Background Behaviour problems are prevalent among children born very preterm (≤ 32 weeks gestation), and have been associated with morphine exposure. Morphine accumulation in the brain is determined by genetic variations related to morphine biotransformation. The objective of the study was to investigate whether morphine-biotransformation genotypes contribute to individual differences in long-term effects of morphine on behaviour at 18 months corrected age (CA). Methods 198 children born very preterm (24–32 weeks gestation) were followed from birth and seen at 18 months CA. Relationships between child behavior (Internalizing, Externalizing on the Child Behavior Checklist), morphine exposure, neonatal clinical variables, and morphine biotransformation gene variants in ABCB1, UGT1A9, UGT 2B7*2, ABCC2, ABCC3, SLCO1B1, CYP3A4, COMT were examined. Findings Neonatal clinical predictors and genotypes accounted for 39% of the overall variance in behaviour. In children with the minor allele of UGT1A9 rs17863783 (marker of UGT1A6*4, UDP-glucuronosyltransferase), greater morphine exposure (p = ·0011) was associated with more Internalizing behaviour. More Externalizing behaviour was predicted by greater morphine exposure in children with the COMT rs4680 Met/Met genotype (p = ·0006). Interpretation Genetic variations that affect relative accumulation of morphine in the brain, together with neonatal clinical factors, are differentially related to anxiety and depressive symptoms (internalizing) and to acting out (externalizing) behaviours at 18 months CA in children born very preterm. Fund NIH/NICHD HD039783 (REG); CIHR MOP86489 (REG), MOP68898 (SPM), MOP79262 (SPM, REG).
Collapse
Affiliation(s)
- Cecil M Y Chau
- BC Children's Hospital Research Institute, Vancouver, Canada; Pediatrics, University of British Columbia, Vancouver, Canada
| | - Colin J D Ross
- BC Children's Hospital Research Institute, Vancouver, Canada; Pediatrics, University of British Columbia, Vancouver, Canada
| | - Vann Chau
- Neurology, The Hospital for Sick Children, Toronto, Canada; Paediatrics, University of Toronto, Toronto, Canada
| | - Anne R Synnes
- BC Children's Hospital Research Institute, Vancouver, Canada; Pediatrics, University of British Columbia, Vancouver, Canada
| | - Steven P Miller
- Neurology, The Hospital for Sick Children, Toronto, Canada; Paediatrics, University of Toronto, Toronto, Canada
| | - Bruce Carleton
- BC Children's Hospital Research Institute, Vancouver, Canada; Pediatrics, University of British Columbia, Vancouver, Canada
| | - Ruth E Grunau
- BC Children's Hospital Research Institute, Vancouver, Canada; Pediatrics, University of British Columbia, Vancouver, Canada.
| |
Collapse
|
25
|
Fischer M, Jackson M, Abd-Elsayed A. Pain in the Neurocritical Care Unit. TEXTBOOK OF NEUROANESTHESIA AND NEUROCRITICAL CARE 2019:319-331. [DOI: 10.1007/978-981-13-3390-3_22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
|
26
|
Toce MS, Kim H, Chung S, Krauss BS. Prolonged central apnoea after intravenous morphine administration in a 12-year-old male with a UGT1A1 loss-of-function polymorphism. Br J Clin Pharmacol 2018; 85:258-262. [PMID: 30421550 DOI: 10.1111/bcp.13779] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 09/25/2018] [Accepted: 09/30/2018] [Indexed: 11/28/2022] Open
Abstract
ADVERSE EVENT Repeated and prolonged episodes of central apnoea and hypoxia after receiving intravenous morphine for analgesia and ketamine for sedation. DRUG IMPLICATED Intravenous morphine sulfate. THE PATIENT Previously healthy 12-year-old male with no history of sleep apnoea who presented with distal tibia and fibula fracture. EVIDENCE THAT LINKS DRUG TO EVENT Pharmacogenomic testing revealed that the patient was homozygous for the T allele at the rs887829 SNP in UGT1A1, an enzyme involved in the metabolism of morphine. This polymorphism is a loss-of-function variant, leading to impaired metabolism of morphine. MECHANISM Morphine is metabolized by UDP-glucuronosyltransferase (UGT)-2B7 and UGT1A1 to form its major metabolites morphine-3-glucuronide (M3G) and morphine-6-glucuronide (M6G). Our patient was a poor metabolizer through UGT1A1, likely leading to increased respiratory depression as morphine has greater respiratory depressant effects compared to its metabolites. IMPLICATIONS When appropriate, physicians should enquire about prior receipt of opioids, in both the patient and family, to be better prepared for potential adverse reactions. In the patient with excessive sedation or respiratory depression to standard doses of morphine, genetic testing may be warranted, especially if there is a family or past history that supports a metabolic defect in morphine metabolism and/or excretion.
Collapse
Affiliation(s)
- Michael S Toce
- Division of Emergency Medicine, Boston Children's Hospital, Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Harvard Medical Toxicology Program, Boston Children's Hospital, Boston, MA, USA
| | - Hyun Kim
- Clinical Pharmacogenomics Service, Boston Children's Hospital, Boston, MA, USA
| | - Sarita Chung
- Division of Emergency Medicine, Boston Children's Hospital, Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Baruch S Krauss
- Division of Emergency Medicine, Boston Children's Hospital, Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
27
|
Rogacki MK, Golfetto O, Tobin SJ, Li T, Biswas S, Jorand R, Zhang H, Radoi V, Ming Y, Svenningsson P, Ganjali D, Wakefield DL, Sideris A, Small AR, Terenius L, Jovanović‐Talisman T, Vukojević V. Dynamic lateral organization of opioid receptors (kappa, mu wt and mu N40D ) in the plasma membrane at the nanoscale level. Traffic 2018; 19:690-709. [PMID: 29808515 PMCID: PMC6120469 DOI: 10.1111/tra.12582] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Revised: 05/06/2018] [Accepted: 05/18/2018] [Indexed: 02/06/2023]
Abstract
Opioid receptors are important pharmacological targets for the management of numerous medical conditions (eg, severe pain), but they are also the gateway to the development of deleterious side effects (eg, opiate addiction). Opioid receptor signaling cascades are well characterized. However, quantitative information regarding their lateral dynamics and nanoscale organization in the plasma membrane remains limited. Since these dynamic properties are important determinants of receptor function, it is crucial to define them. Herein, the nanoscale lateral dynamics and spatial organization of kappa opioid receptor (KOP), wild type mu opioid receptor (MOPwt ), and its naturally occurring isoform (MOPN40D ) were quantitatively characterized using fluorescence correlation spectroscopy and photoactivated localization microscopy. Obtained results, supported by ensemble-averaged Monte Carlo simulations, indicate that these opioid receptors dynamically partition into different domains. In particular, significant exclusion from GM1 ganglioside-enriched domains and partial association with cholesterol-enriched domains was observed. Nanodomain size, receptor population density and the fraction of receptors residing outside of nanodomains were receptor-specific. KOP-containing domains were the largest and most densely populated, with the smallest fraction of molecules residing outside of nanodomains. The opposite was true for MOPN40D . Moreover, cholesterol depletion dynamically regulated the partitioning of KOP and MOPwt , whereas this effect was not observed for MOPN40D .
Collapse
Affiliation(s)
- Maciej K. Rogacki
- Department of Clinical NeuroscienceCenter for Molecular Medicine, Karolinska InstituteStockholmSweden
| | - Ottavia Golfetto
- Department of Molecular Medicine, Beckman Research Institute, City of HopeDuarteCalifornia
| | - Steven J. Tobin
- Department of Molecular Medicine, Beckman Research Institute, City of HopeDuarteCalifornia
| | - Tianyi Li
- Department of Clinical NeuroscienceCenter for Molecular Medicine, Karolinska InstituteStockholmSweden
| | - Sunetra Biswas
- Department of Molecular Medicine, Beckman Research Institute, City of HopeDuarteCalifornia
| | - Raphael Jorand
- Department of Molecular Medicine, Beckman Research Institute, City of HopeDuarteCalifornia
| | - Huiying Zhang
- Department of Molecular Medicine, Beckman Research Institute, City of HopeDuarteCalifornia
| | - Vlad Radoi
- Department of Clinical NeuroscienceCenter for Molecular Medicine, Karolinska InstituteStockholmSweden
| | - Yu Ming
- Department of Clinical NeuroscienceCenter for Molecular Medicine, Karolinska InstituteStockholmSweden
| | - Per Svenningsson
- Department of Clinical NeuroscienceCenter for Molecular Medicine, Karolinska InstituteStockholmSweden
| | - Daniel Ganjali
- Department of Mechanical and Aerospace EngineeringThe Henry Samueli School of Engineering, University of CaliforniaIrvineCalifornia
| | - Devin L. Wakefield
- Department of Molecular Medicine, Beckman Research Institute, City of HopeDuarteCalifornia
| | - Athanasios Sideris
- Department of Mechanical and Aerospace EngineeringThe Henry Samueli School of Engineering, University of CaliforniaIrvineCalifornia
| | - Alexander R. Small
- Department of Physics and AstronomyCalifornia State Polytechnic UniversityPomonaCalifornia
| | - Lars Terenius
- Department of Clinical NeuroscienceCenter for Molecular Medicine, Karolinska InstituteStockholmSweden
- Department of Molecular and Cellular NeurosciencesThe Scripps Research InstituteLa JollaCalifornia
| | | | - Vladana Vukojević
- Department of Clinical NeuroscienceCenter for Molecular Medicine, Karolinska InstituteStockholmSweden
| |
Collapse
|
28
|
|
29
|
Methadone as anticancer treatment: hype, hope, or hazard? Wien Med Wochenschr 2018; 168:159-167. [DOI: 10.1007/s10354-018-0623-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 01/25/2018] [Indexed: 01/23/2023]
|
30
|
Blum K, Modestino EJ, Gondre-Lewis M, Chapman EJ, Neary J, Siwicki D, Baron D, Hauser M, Smith DE, Roy AK, Thanos PK, Steinberg B, McLaughlin T, Fried L, Barh D, Dunston GA, Badgaiyan RD. The Benefits of Genetic Addiction Risk Score (GARS ™) Testing in Substance Use Disorder (SUD). INTERNATIONAL JOURNAL OF GENOMICS AND DATA MINING 2018; 2018. [PMID: 30198022 DOI: 10.29014/ijgd-115.000015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Following 25 years of extensive research by many scientists worldwide, a panel of ten reward gene risk variants, called the Genetic Addiction Risk Score (GARS), has been developed. In unpublished work, when GARS was compared to the Addiction Severity Index (ASI), which has been used in many clinical settings, GARS significantly predicted the severity of both alcohol and drug dependency. In support of early testing for addiction and other RDS subtypes, parents caught up in the current demographic of 127 people, both young and old, dying daily from opiate/opioid overdose, need help. In the past, families would have never guessed that their loved ones would die or could be in real danger due to opiate addiction. Author, Bill Moyers, in Parade Magazine, reported that as he traveled around the United States, he found many children with ADHD and other spectrum disorders like Autism, and noted that many of these children had related conditions like substance abuse. He called for better ways to identify these children and treat them with approaches other than addictive pharmaceuticals. To our knowledge, GARS is the only panel of genes with established polymorphisms reflecting the Brain Reward Cascade (BRC), which has been correlated with the ASI-MV alcohol and drug risk severity score. While other studies are required to confirm and extend the GARS test to include other genes and polymorphisms that associate with an hypodopaminergic trait, these results provide clinicians with a non-invasive genetic test. Genomic testing, such as GARS, can improve clinical interactions and decision-making. Knowledge of precise polymorphic associations can help in the attenuation of guilt and denial, corroboration of family gene-o-grams; assistance in risk-severity-based decisions about appropriate therapies, including pain medications and risk for addiction; choice of the appropriate level of care placement (i.e., inpatient, outpatient, intensive outpatient, residential); determination of the length of stay in treatment; determination of genetic severity-based relapse and recovery liability and vulnerability; determination of pharmacogenetic medical monitoring for better clinical outcomes (e.g., the A1 allele of the DRD2 gene reduces the binding to opioid delta receptors in the brain, thus, reducing Naltrexone's clinical effectiveness); and supporting medical necessity for insurance scrutiny.
Collapse
Affiliation(s)
- Kenneth Blum
- Department of Psychiatry & McKnight Brain Institute, University of Florida College of Medicine, Gainesville, FL, USA.,Department of Psychiatry and Behavioral Sciences, Keck Medicine University of Southern California, Los Angeles, CA, USA.,Division of Applied Clinical Research & Education, Dominion Diagnostics, LLC, North Kingstown, RI, USA.,Department of Neurogenetics, Igene, LLC, Austin, TX, USA.,Division of Neuroscience Based Addiction Therapy, The Shores Treatment & Recovery Center, Port Saint Lucie, FL, USA.,Eötvös Loránd University, Institute of Psychology, Budapest, Hungary.,Department of Psychiatry, Wright State University Boonshoft School of Medicine and Dayton VA Medical Center, Dayton, OH (IE), USA.,Division of Precision Medicine, Geneus Health, LLC, USA.,Department of Psychiatry, Human Integrated Services Unit University of Vermont Center for Clinical & Translational Science, College of Medicine, Burlington, VT, USA.,Center for Genomics and Applied Gene Technology, Institute of Integrative Omics and applied Biotechnology (IIOAB), Nonakuri, Purbe Medinpur, West Bengal, India.,NeuroPsychoSocial Genomics Core, National Human Genome Center, Howard University, Washington, DC, USA
| | | | - Marjorie Gondre-Lewis
- NeuroPsychoSocial Genomics Core, National Human Genome Center, Howard University, Washington, DC, USA.,Developmental Neuropsychopharmacology Laboratory, Department of Anatomy, Howard University College of Medicine, Washington, DC, USA.,Department of Psychiatry and Behavioral Sciences, Howard University College of Medicine, Washington, DC, USA
| | - Edwin J Chapman
- Department of Medicine, Howard University College of Medicine, Washington, DC, USA
| | | | - David Siwicki
- Division of Precision Medicine, Geneus Health, LLC, USA
| | - David Baron
- Department of Psychiatry and Behavioral Sciences, Keck Medicine University of Southern California, Los Angeles, CA, USA
| | - Mary Hauser
- Division of Applied Clinical Research & Education, Dominion Diagnostics, LLC, North Kingstown, RI, USA
| | - David E Smith
- David E. Smith Associates, San Francisco, CA, & Institute of Health & Aging University of California, San Francisco, CA, USA
| | | | - Panayotis K Thanos
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions, Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | | | | | - Lyle Fried
- Division of Neuroscience Based Addiction Therapy, The Shores Treatment & Recovery Center, Port Saint Lucie, FL, USA
| | - Debmalya Barh
- Center for Genomics and Applied Gene Technology, Institute of Integrative Omics and applied Biotechnology (IIOAB), Nonakuri, Purbe Medinpur, West Bengal, India
| | - Georgia A Dunston
- NeuroPsychoSocial Genomics Core, National Human Genome Center, Howard University, Washington, DC, USA
| | - Rajendra D Badgaiyan
- Department of Psychiatry & McKnight Brain Institute, University of Florida College of Medicine, Gainesville, FL, USA.,Department of Psychiatry and Behavioral Sciences, Keck Medicine University of Southern California, Los Angeles, CA, USA.,Division of Applied Clinical Research & Education, Dominion Diagnostics, LLC, North Kingstown, RI, USA.,Department of Neurogenetics, Igene, LLC, Austin, TX, USA.,Division of Neuroscience Based Addiction Therapy, The Shores Treatment & Recovery Center, Port Saint Lucie, FL, USA.,Eötvös Loránd University, Institute of Psychology, Budapest, Hungary.,Department of Psychiatry, Wright State University Boonshoft School of Medicine and Dayton VA Medical Center, Dayton, OH (IE), USA.,Division of Precision Medicine, Geneus Health, LLC, USA.,Department of Psychiatry, Human Integrated Services Unit University of Vermont Center for Clinical & Translational Science, College of Medicine, Burlington, VT, USA.,Center for Genomics and Applied Gene Technology, Institute of Integrative Omics and applied Biotechnology (IIOAB), Nonakuri, Purbe Medinpur, West Bengal, India.,Department of Psychology, Curry College, Milton, MA, USA.,NeuroPsychoSocial Genomics Core, National Human Genome Center, Howard University, Washington, DC, USA.,Developmental Neuropsychopharmacology Laboratory, Department of Anatomy, Howard University College of Medicine, Washington, DC, USA.,Department of Psychiatry and Behavioral Sciences, Howard University College of Medicine, Washington, DC, USA.,Department of Medicine, Howard University College of Medicine, Washington, DC, USA.,David E. Smith Associates, San Francisco, CA, & Institute of Health & Aging University of California, San Francisco, CA, USA.,Addiction Recovery Resources, Inc. New Orleans, LA, USA.,Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions, Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA.,Center for Psychiatric Medicine Lawrence, MA, USA
| |
Collapse
|
31
|
St Sauver JL, Olson JE, Roger VL, Nicholson WT, Black JL, Takahashi PY, Caraballo PJ, Bell EJ, Jacobson DJ, Larson NB, Bielinski SJ. CYP2D6 phenotypes are associated with adverse outcomes related to opioid medications. Pharmgenomics Pers Med 2017. [PMID: 28769582 DOI: 10.2147/pgpm.s136341.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Variation in the CYP2D6 gene may affect response to opioids in both poor and ultrarapid metabolizers, but data demonstrating such associations have been mixed, and the impact of variants on toxicity-related symptoms (e.g., nausea) is unclear. Therefore, we examined the association between CYP2D6 phenotype and poor pain control or other adverse symptoms related to the use of opioids in a sample of primary care patients. MATERIALS AND METHODS We identified all patients in the Mayo Clinic RIGHT Protocol who were prescribed an opioid medication between July 01, 2013 and June 30, 2015, and categorized patients into three phenotypes: poor, intermediate to extensive, or ultrarapid CYP2D6 metabolizers. We reviewed the electronic health record of these patients for indications of poor pain control or adverse symptoms related to medication use. Associations between phenotype and outcomes were assessed using Chi-square tests and logistic regression. RESULTS Overall, 257 (25% of RIGHT Protocol participants) patients received at least one opioid prescription; of these, 40 (15%) were poor metabolizers, 146 (57%) were intermediate to extensive metabolizers, and 71 (28%) were ultrarapid metabolizers. We removed patients that were prescribed a CYP2D6 inhibitor medication (n=38). After adjusting for age and sex, patients with a poor or ultrarapid phenotype were 2.7 times more likely to experience either poor pain control or an adverse symptom related to the prescription compared to patients with an intermediate to extensive phenotype (odds ratio: 2.68; 95% CI: 1.39, 5.17; p=0.003). CONCLUSION Our results suggest that >30% of patients with a poor or ultrarapid CYP2D6 phenotype may experience an adverse outcome after being prescribed codeine, tramadol, oxycodone, or hydrocodone. These medications are frequently prescribed for pain relief, and ~39% of the US population is expected to carry one of these phenotypes, suggesting that the population-level impact of these gene-drug interactions could be substantial.
Collapse
Affiliation(s)
- Jennifer L St Sauver
- Department of Health Sciences Research.,Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester
| | - Janet E Olson
- Department of Health Sciences Research.,Center for Individualized Medicine
| | - Veronique L Roger
- Department of Health Sciences Research.,Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester.,Department of Cardiovascular Diseases
| | | | - John L Black
- Center for Individualized Medicine.,Department of Laboratory Medicine and Pathology
| | - Paul Y Takahashi
- Department of Primary Care Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Pedro J Caraballo
- Department of Primary Care Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Elizabeth J Bell
- Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester
| | - Debra J Jacobson
- Department of Health Sciences Research.,Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester
| | | | | |
Collapse
|
32
|
St Sauver JL, Olson JE, Roger VL, Nicholson WT, Black JL, Takahashi PY, Caraballo PJ, Bell EJ, Jacobson DJ, Larson NB, Bielinski SJ. CYP2D6 phenotypes are associated with adverse outcomes related to opioid medications. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2017; 10:217-227. [PMID: 28769582 PMCID: PMC5533497 DOI: 10.2147/pgpm.s136341] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Background Variation in the CYP2D6 gene may affect response to opioids in both poor and ultrarapid metabolizers, but data demonstrating such associations have been mixed, and the impact of variants on toxicity-related symptoms (e.g., nausea) is unclear. Therefore, we examined the association between CYP2D6 phenotype and poor pain control or other adverse symptoms related to the use of opioids in a sample of primary care patients. Materials and methods We identified all patients in the Mayo Clinic RIGHT Protocol who were prescribed an opioid medication between July 01, 2013 and June 30, 2015, and categorized patients into three phenotypes: poor, intermediate to extensive, or ultrarapid CYP2D6 metabolizers. We reviewed the electronic health record of these patients for indications of poor pain control or adverse symptoms related to medication use. Associations between phenotype and outcomes were assessed using Chi-square tests and logistic regression. Results Overall, 257 (25% of RIGHT Protocol participants) patients received at least one opioid prescription; of these, 40 (15%) were poor metabolizers, 146 (57%) were intermediate to extensive metabolizers, and 71 (28%) were ultrarapid metabolizers. We removed patients that were prescribed a CYP2D6 inhibitor medication (n=38). After adjusting for age and sex, patients with a poor or ultrarapid phenotype were 2.7 times more likely to experience either poor pain control or an adverse symptom related to the prescription compared to patients with an intermediate to extensive phenotype (odds ratio: 2.68; 95% CI: 1.39, 5.17; p=0.003). Conclusion Our results suggest that >30% of patients with a poor or ultrarapid CYP2D6 phenotype may experience an adverse outcome after being prescribed codeine, tramadol, oxycodone, or hydrocodone. These medications are frequently prescribed for pain relief, and ~39% of the US population is expected to carry one of these phenotypes, suggesting that the population-level impact of these gene–drug interactions could be substantial.
Collapse
Affiliation(s)
- Jennifer L St Sauver
- Department of Health Sciences Research.,Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester
| | - Janet E Olson
- Department of Health Sciences Research.,Center for Individualized Medicine
| | - Veronique L Roger
- Department of Health Sciences Research.,Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester.,Department of Cardiovascular Diseases
| | | | - John L Black
- Center for Individualized Medicine.,Department of Laboratory Medicine and Pathology
| | - Paul Y Takahashi
- Department of Primary Care Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Pedro J Caraballo
- Department of Primary Care Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Elizabeth J Bell
- Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester
| | - Debra J Jacobson
- Department of Health Sciences Research.,Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester
| | | | | |
Collapse
|
33
|
A cost-effectiveness analysis of maternal CYP2D6 genetic testing to guide treatment for postpartum pain and avert infant adverse events. THE PHARMACOGENOMICS JOURNAL 2017; 18:391-397. [PMID: 28696420 DOI: 10.1038/tpj.2017.33] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 05/08/2017] [Accepted: 05/10/2017] [Indexed: 11/08/2022]
Abstract
Mothers with a CYP2D6 ultrarapid metabolizer phenotype may expose their infants to risk of adverse events when taking codeine while breastfeeding, by producing more of the active metabolite, morphine. Pharmacogenetic testing may be a valuable tool to identify such mothers, but testing can be costly. The objective of the study was to determine the incremental costs of genotyping to avert neonatal adverse events during maternal pharmacotherapy. A cost-effectiveness analysis, using a decision model, was performed with a hypothetical cohort of prenatal subjects. Parameter estimates, costs and ranges for sensitivity analyses were ascertained from the literature and expert opinion. Sensitivity analyses were conducted to assess the robustness of the results. Probabilistic sensitivity analysis revealed an incremental cost-effectiveness (ICER) of $10 433 (Canadian dollars) for genotyping compared to no genotyping per adverse event averted. Results were sensitive to hospital admission costs. The ICER was lower when evaluating only subjects having caesarean deliveries or those from ethnic populations known to have a high prevalence of ultra-rapid metabolizers. Although genotyping to guide pharmacotherapy was not cost saving, the cost to avert an infant adverse event may represent good value for money in specific populations. With a growing demand for personalized medicine, these findings are relevant for decision makers, clinicians and patients.
Collapse
|
34
|
Wachman EM, Hayes MJ, Sherva R, Brown MS, Shrestha H, Logan BA, Heller NA, Nielsen DA, Farrer LA. Association of maternal and infant variants in PNOC and COMT genes with neonatal abstinence syndrome severity. Am J Addict 2017; 26:42-49. [PMID: 27983768 PMCID: PMC5206487 DOI: 10.1111/ajad.12483] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 11/28/2016] [Accepted: 12/04/2016] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND AND OBJECTIVES There is significant variability in severity of neonatal abstinence syndrome (NAS) due to in utero opioid exposure. Our previous study identified single nucleotide polymorphisms (SNPs) in the prepronociceptin (PNOC) and catechol-O-methyltransferase (COMT) genes that were associated with differences in NAS outcomes. This study looks at the same SNPs in PNOC and COMT in an independent cohort in an attempt to replicate previous findings. METHODS For the replication cohort, full-term opioid-exposed newborns and their mothers (n = 113 pairs) were studied. A DNA sample was obtained and genotyped for five SNPs in the PNOC and COMT genes. The association of each SNP with NAS outcomes (length of hospitalization, need for pharmacologic treatment, and total opioid days) was evaluated, with an experiment-wise significance level set at α < .003 and point-wise level of α < .05. SNP associations in a combined cohort of n = 199 pairs (replication cohort plus 86 pairs previously reported), were also examined. RESULTS In the replication cohort, mothers with the COMT rs4680 G allele had infants with a reduced risk for treatment with two medications for NAS (adjusted OR = .5, p = .04), meeting point-wise significance. In the combined cohort, infants with the PNOC rs4732636 A allele had a reduced need for medication treatment (adjusted OR 2.0, p = .04); mothers with the PNOC rs351776 A allele had infants who were treated more often with two medications (adjusted OR 2.3, p = .004) with longer hospitalization by 3.3 days (p = .01). Mothers with the COMT rs740603 A allele had infants who were less often treated with any medication (adjusted OR .5, p = .02). Though all SNP associations all met point wise and clinical significance, they did not meet the experiment-wise significance threshold. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE We found differences in NAS outcomes depending on PNOC and COMT SNP genotype. This has important implications for identifying infants at risk for severe NAS who could benefit from tailored treatment regimens. Further testing in a larger sample is warranted. This has important implications for prenatal prediction and personalized treatment regimens for infants with NAS. (Am J Addict 2017;26:42-49).
Collapse
Affiliation(s)
- Elisha M Wachman
- Department of Pediatrics, Boston University School of Medicine, Boston, Massachusetts
| | - Marie J Hayes
- Graduate School of Biomedical Science and Engineering, University of Maine, Orono, Maine
| | - Richard Sherva
- Department of Biomedical Genetics, Boston University School of Medicine, Boston, Massachusetts
| | - Mark S Brown
- Department of Pediatrics, Eastern Maine Medical Center, Bangor, Maine
| | - Hira Shrestha
- Department of Pediatrics, Boston University School of Medicine, Boston, Massachusetts
| | - Beth A Logan
- Department of Transplant Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Nicole A Heller
- Department of Psychology, Siena College, Loudonville, New York
| | - David A Nielsen
- Department of Psychiatry, Baylor College of Medicine, Houston, Texas
| | - Lindsay A Farrer
- Department of Biomedical Genetics, Boston University School of Medicine, Boston, Massachusetts
| |
Collapse
|
35
|
Barbosa J, Faria J, Queirós O, Moreira R, Carvalho F, Dinis-Oliveira RJ. Comparative metabolism of tramadol and tapentadol: a toxicological perspective. Drug Metab Rev 2016; 48:577-592. [PMID: 27580162 DOI: 10.1080/03602532.2016.1229788] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
36
|
Skorpen F, von Hofacker S, Bjørngaard M, Skogholt AH, Dale O, Kaasa S, Klepstad P. The rare Arg181Cys mutation in the μ opioid receptor can abolish opioid responses. Acta Anaesthesiol Scand 2016; 60:1084-91. [PMID: 27113810 DOI: 10.1111/aas.12739] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Revised: 04/07/2016] [Accepted: 04/08/2016] [Indexed: 11/28/2022]
Abstract
BACKGROUND Genetic variability contributes to variable clinical response to opioids. This study emerged from the observation of three Norwegian patients who showed no or extraordinary poor response to very high doses of opioids. We suspected a genetic defect and applied a 'most likely candidate gene' approach to investigate this possibility. METHODS DNA sequencing was used to search for mutations in coding regions of the OPRM1 gene, encoding the μ opioid receptor (hMOR), in one patient. The remaining two patients, and two cohorts comprising 2158 European cancer pain patients and 600 Norwegian healthy volunteers, respectively, were genotyped using a custom-made TaqMan SNP allelic discrimination assay. RESULTS DNA sequencing disclosed a homozygous, inactivating Arg181Cys mutation in hMOR in the patient who showed no effects from opioids. The two patients with poor effect from very high doses of opioids were both heterozygous for the mutation. Six heterozygous patients identified among the European cancer patients all used high doses of opioids and/or reported inferior effect on their pain. About one in every 100 Norwegians is heterozygous for the mutation. CONCLUSIONS The Arg181Cys mutation occurs at clinically relevant frequencies and produces a signaling dead hMOR which may abolish or significantly reduce opioid effects in affected individuals. Anesthesiologists and practitioners in pain medicine should be aware of this mutation as a possible explanation for inefficiency of opioids and consider genotyping in relevant cases. Individuals homozygous for the mutation may need a highly personalized approach to pain therapy.
Collapse
Affiliation(s)
- F. Skorpen
- Department of Laboratory Medicine; Children's and Women's Health; Faculty of Medicine; Norwegian University of Science and Technology (NTNU); Trondheim Norway
- European Palliative Care Research Center; Faculty of Medicine; Norwegian University of Science and Technology (NTNU); Trondheim Norway
| | - S. von Hofacker
- Regional Centre of Excellence for Palliative Care, Western Norway; Haukeland University Hospital; Bergen Norway
- Sunniva Centre for Palliative Care; Haraldsplass Deaconess Hospital; Bergen Norway
| | - M. Bjørngaard
- Department of Anaesthesiology and Intensive Care Medicine; Volda Hospital; Volda Norway
| | - A. H. Skogholt
- Department of Laboratory Medicine; Children's and Women's Health; Faculty of Medicine; Norwegian University of Science and Technology (NTNU); Trondheim Norway
| | - O. Dale
- Department of Research and Innovation; St. Olav's University Hospital; Trondheim Norway
- Department of Circulation and Medical Imaging; Faculty of Medicine; Norwegian University of Science and Technology (NTNU); Trondheim Norway
| | - S. Kaasa
- European Palliative Care Research Center; Faculty of Medicine; Norwegian University of Science and Technology (NTNU); Trondheim Norway
- Department of Oncology; St Olav's University Hospital; Trondheim Norway
| | - P. Klepstad
- Department of Circulation and Medical Imaging; Faculty of Medicine; Norwegian University of Science and Technology (NTNU); Trondheim Norway
- Department of Anaesthesiology and Intensive Care Medicine; St Olav's University Hospital; Trondheim Norway
| |
Collapse
|
37
|
Baenziger NL. Painful Reality: Inappropriate Provider Management of Pain as a Determinant of Health Care Avoidance. Creat Nurs 2016; 22:151-160. [PMID: 29195523 DOI: 10.1891/1078-4535.22.3.151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Although pain is often characterized as a subjective, highly individualized phenomenon, in fact, numerous elements which are simply biological in nature underlie interpersonal differences in pain experience that influence the effectiveness of provider pain management. Elements acting at the level of tissues and cells include signal-transmitting molecules in pain pathways; elements acting at the level of the whole person comprise entire brain networks and anatomic elements fostering pain vulnerability. However, knowledge of these elements and translation of such knowledge into practical means for relieving patient pain is dismayingly sparse across the total spectrum of health care professionals. A serious consequence of this knowledge and action gap is that isolated, or worse yet, repeated, pain experiences may lead to profound mistrust of the health care system and its providers and to health care avoidance (e.g., mammography). This article outlines a biologic knowledge base and proposed remedies to improve pain management across the entire domain of health care. Key components of this approach include enhanced education for providers and informational outreach to health care consumers, clarifying pain mechanisms to both constituencies. Moreover, increased accountability within the health care system is needed, both in knowing and applying well-established biomedical knowledge and in best using technical and interpersonal skills necessary for effective pain management.
Collapse
|
38
|
Abstract
Opioid use in pregnancy has increased dramatically over the past decade. Since prenatal opioid use is associated with numerous obstetrical and neonatal complications, this now has become a major public health problem. In particular, in utero opioid exposure can result in neonatal abstinence syndrome (NAS) which is a serious condition characterized by central nervous system hyperirritability and autonomic nervous system dysfunction. The present review seeks to define current practices regarding the approach to the pregnant mother and neonate with prenatal opiate exposure. Although the cornerstone of prenatal management of opioid dependence is opioid maintenance therapy, the ideal agent has yet to be definitively established. Pharmacologic management of NAS is also highly variable and may include an opioid, barbiturate, and/or α-agonist. Genetic factors appear to be associated with the incidence and severity of NAS. Establishing pharmacogenetic risk factors for the development of NAS has the potential for creating opportunities for "personalized genomic medicine" and novel, individualized therapeutic interventions.
Collapse
|
39
|
Ballas SK. From Individualized Treatment of Sickle Cell Pain to Precision Medicine: A 40-Year Journey. J Clin Med Res 2016; 8:357-60. [PMID: 27081419 PMCID: PMC4817573 DOI: 10.14740/jocmr2508w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/03/2016] [Indexed: 11/12/2022] Open
Abstract
In the 1970s, sickle cell pain was treated with trial and error approach by increasing or decreasing the dose of an opioid or switching from one analgesic to another. This approach was controversial with criticism and doubt about its usefulness. Since then, advances in determining the structure of opioid receptors and the role of the CYP450 enzymes in metabolizing opioids revealed that these anatomic and metabolic findings are not the same in all persons, thus explaining the variability in response to opioids among patients. Thus, the “trial and error approach” has a scientific basis after all.
Collapse
Affiliation(s)
- Samir K Ballas
- Cardeza Foundation for Hematologic Research, Department of Medicine, Jefferson Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA.
| |
Collapse
|
40
|
Abstract
Opiate use in pregnancy has increased dramatically over the past decade and now represents a major public health problem. More women are using prescription opioids, illegal opioids, and opioid-substitution therapy. These drugs have been associated with numerous obstetrical complications including intrauterine growth restriction, placental abruption, preterm delivery, oligohydramnios, stillbirth, and maternal death. Neonatal complications are also significant, such as an increased risk of mortality as well as neonatal abstinence syndrome (NAS). NAS is a serious and highly variable condition characterized by central nervous system hyperirritability and autonomic nervous system dysfunction. The present review seeks to define current practices regarding the management of opiate dependence in pregnancy and care of the neonate with prenatal opiate exposure. Since genetic factors appear to be associated with the incidence and severity of NAS, opportunities for "personalized genomic medicine" and unique therapeutic interventions could be developed in the future.
Collapse
|
41
|
Poulsen JL, Brock C, Olesen AE, Nilsson M, Drewes AM. Evolving paradigms in the treatment of opioid-induced bowel dysfunction. Therap Adv Gastroenterol 2015; 8:360-72. [PMID: 26557892 PMCID: PMC4622283 DOI: 10.1177/1756283x15589526] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
In recent years prescription of opioids has increased significantly. Although effective in pain management, bothersome gastrointestinal adverse effects are experienced by a substantial proportion of opioid-treated patients. This can lead to difficulties with therapy and subsequently inadequate pain relief. Collectively referred to as opioid-induced bowel dysfunction, these adverse effects are the result of binding of exogenous opioids to opioid receptors in the gastrointestinal tract. This leads to disturbance of three important gastrointestinal functions: motility, coordination of sphincter function and secretion. In the clinic this manifests in a wide range of symptoms such as reflux, bloating, abdominal cramping, hard, dry stools, and incomplete evacuation, although the most known adverse effect is opioid-induced constipation. Traditional treatment with laxatives is often insufficient, but in recent years a number of novel pharmacological approaches have been introduced. In this review the pathophysiology, symptomatology and prevalence of opioid-induced bowel dysfunction is presented along with the benefits and caveats of a suggested consensus definition for opioid-induced constipation. Finally, traditional treatment is appraised and compared with the latest pharmacological developments. In conclusion, opioid antagonists restricted to the periphery show promising results, but use of different definitions and outcome measures complicate comparison. However, an international working group has recently suggested a consensus definition for opioid-induced constipation and relevant outcome measures have also been proposed. If investigators within this field adapt the suggested consensus and include symptoms related to dysfunction of the upper gut, it will ease comparison and be a step forward in future research.
Collapse
Affiliation(s)
- Jakob Lykke Poulsen
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Christina Brock
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
| | - Anne Estrup Olesen
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
| | - Matias Nilsson
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Asbjørn Mohr Drewes
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Mølleparkvej 4, DK-9000 Aalborg, Denmark
| |
Collapse
|
42
|
Wachman EM, Hayes MJ, Sherva R, Brown MS, Davis JM, Farrer LA, Nielsen DA. Variations in opioid receptor genes in neonatal abstinence syndrome. Drug Alcohol Depend 2015; 155:253-9. [PMID: 26233486 PMCID: PMC4581974 DOI: 10.1016/j.drugalcdep.2015.07.001] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 07/01/2015] [Accepted: 07/01/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND There is significant variability in the severity of neonatal abstinence syndrome (NAS) due to in-utero opioid exposure. We wanted to determine if single nucleotide polymorphisms (SNPs) in key candidate genes contribute to this variability. METHODS Full-term opioid-exposed newborns and their mothers (n=86 pairs) were studied. DNA was genotyped for 80 SNPs from 14 genes utilizing a custom designed microarray. The association of each SNP with NAS outcomes was evaluated. RESULTS SNPs in two opioid receptor genes in the infants were associated with worse NAS severity: (1) The PNOC rs732636 A allele (OR=3.8, p=0.004) for treatment with 2 medications and a longer hospital stay (LOS) of 5.8 days (p=0.01), and (2) The OPRK1 rs702764 C allele (OR=4.1, p=0.003) for treatment with 2 medications. The OPRM1 rs1799971 G allele (β=-6.9 days, p=0.02) and COMT rs740603 A allele (β=-5.3 days, p=0.01) were associated with shorter LOS. The OPRD1 rs204076 A allele in the mothers was associated with a longer LOS by 6.6 days (p=0.008). Results were significant point-wise but did not meet the experiment-wide significance level. CONCLUSIONS These findings suggest that SNPs in opioid receptor and the PNOC genes are associated with NAS severity. However, further testing in a large sample is warranted. This has important implications for prenatal prediction and personalized treatment regimens for infants at highest risk for severe NAS.
Collapse
Affiliation(s)
- Elisha M Wachman
- Pediatrics, Boston Medical Center, 771 Albany Street, Dowling 4N 4109, Boston, MA 02118, United States.
| | - Marie J Hayes
- Graduate School of Biomedical Science & Engineering, University of Maine, Orono, ME 04469, United States.
| | - Richard Sherva
- Biomedical Genetics, Boston University School of Medicine, 72 East Concord Street, Boston, MA 02118, United States.
| | - Mark S Brown
- Pediatrics, Eastern Maine Medical Center, 489 State St, Bangor, ME 04401, United States.
| | - Jonathan M Davis
- Pediatrics, The Floating Hospital for Children at Tufts Medical Center, 755 Washington Street, Boston, MA 02116, United States.
| | - Lindsay A Farrer
- Biomedical Genetics, Boston University School of Medicine, 72 East Concord Street, Boston, MA 02118, United States.
| | - David A Nielsen
- Psychology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, United States.
| |
Collapse
|
43
|
|
44
|
Seripa D, Latina P, Fontana A, Gravina C, Lattanzi M, Savino M, Gallo AP, Melchionda G, Santini SA, Margaglione M, Copetti M, di Mauro L, Panza F, Greco A, Pilotto A. Role of CYP2D6 Polymorphisms in the Outcome of Postoperative Pain Treatment. PAIN MEDICINE 2015; 16:2012-23. [PMID: 25989235 DOI: 10.1111/pme.12778] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Revised: 01/30/2015] [Accepted: 03/29/2015] [Indexed: 01/02/2023]
Abstract
OBJECTIVE To investigate the role of CYP2D6 phenotype in the outcome of postoperative (PO) pain (POP) treatment. DESIGN Longitudinal cohort study. Open-label trial with post hoc analysis. SETTING General Hospital Surgery and Recovery Units. PATIENTS Ninety unrelated Caucasians submitted to abdominal/thoracic surgery. INTERVENTIONS Standard multimodal POP treatment including opioids (tramadol) and nonsteroidal anti-inflammatory drugs (ketoprofen) at different dosages and infusion rates according to the predicted mild, moderate, or severe POP. OUTCOME MEASURES Pain (Numeric Rating Scale-NRS) and sedation (Ramsay Sedation Scale-RSS) up to 24 hours after surgery. By genotyping 16 CYP2D6 alleles, the four CYP2D6 phenotypes poor metabolizer (PM), intermediate metabolizers (IM), extensive metabolizers (EM) and ultrarapid metabolizers (UM) were predicted. RESULTS As compared with the CYP2D6-EM phenotype, in the early PO time (30 min) a higher RSS mean score in IM was observed (P = 0.035). A suggestion towards higher mean score in PM (P = 0.091) and a minor mean score in UM (P = 0.091) was also detected. No difference in the outcome of pain across the CYP2D6 phenotypes was observed. CONCLUSIONS In respect to the normal CYP2D6 phenotype, our results suggested that slowly metabolizers (IMs and PMs) might have a major sedation, whereas more rapid metabolizers (UM) a minor sedation, in the early time after surgery. A minor role of CYP2D6 phenotype in PO analgesia may be suggested.
Collapse
Affiliation(s)
- Davide Seripa
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Paola Latina
- Recovery Unit 1, Emergency Department, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Andrea Fontana
- Biostatistics Unit, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Carolina Gravina
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | | | - Maria Savino
- Laboratory of Clinical Chemistry, Department of Clinical Pathology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Antonietta P Gallo
- Laboratory of Clinical Chemistry, Department of Clinical Pathology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Giuseppe Melchionda
- Recovery Unit 1, Emergency Department, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Stefano A Santini
- Laboratory of Hormonal Analyses and Clinical Molecular Biology, Department of Diagnostics and Laboratory Medicine, Catholic University School of Medicine, Rome, Italy
| | - Maurizio Margaglione
- Chair of Medical Genetics, Department of Biomedical Sciences, University of Foggia, Foggia, Italy
| | - Massimiliano Copetti
- Biostatistics Unit, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Lazzaro di Mauro
- Laboratory of Clinical Chemistry, Department of Clinical Pathology, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Francesco Panza
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy.,Neurodegenerative Disease Unit, Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari Aldo Moro, Bari, Italy.,Department of Clinical Research in Neurology, University of Bari Aldo Moro, "Pia Fondazione Cardinale G. Panico,", Lecce, Italy
| | - Antonio Greco
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Alberto Pilotto
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy.,Geriatrics Unit, Azienda ULSS16 Padova, S. Antonio Hospital, Padova, Italy
| |
Collapse
|
45
|
Affiliation(s)
| | - C. R. Bailey
- Evelina London Childrens Hospital; Guys and St Thomas' NHS Foundation Trust; London UK
| | | |
Collapse
|
46
|
Nielsen LM, Olesen AE, Branford R, Christrup LL, Sato H, Drewes AM. Association Between Human Pain-Related Genotypes and Variability in Opioid Analgesia: An Updated Review. Pain Pract 2014; 15:580-94. [DOI: 10.1111/papr.12232] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Accepted: 06/04/2014] [Indexed: 12/22/2022]
Affiliation(s)
- Lecia M. Nielsen
- Mech-Sense; Department of Gastroenterology and Hepatology; Aalborg University Hospital; Aalborg Denmark
- Department of Drug Design and Pharmacology; Faculty of Health and Medical Sciences; University of Copenhagen; Copenhagen Denmark
| | - Anne E. Olesen
- Mech-Sense; Department of Gastroenterology and Hepatology; Aalborg University Hospital; Aalborg Denmark
| | - Ruth Branford
- Department of Palliative Medicine; Royal Marsden Hospital; London UK
| | - Lona L. Christrup
- Department of Drug Design and Pharmacology; Faculty of Health and Medical Sciences; University of Copenhagen; Copenhagen Denmark
| | - Hiroe Sato
- Interstitial Lung Disease Unit; Royal Brompton Hospital & National Heart and Lung Institute; Imperial College London; London UK
| | - Asbjørn M. Drewes
- Mech-Sense; Department of Gastroenterology and Hepatology; Aalborg University Hospital; Aalborg Denmark
- Department of Clinical Medicine; Aalborg University; Aalborg Denmark
| |
Collapse
|
47
|
Monte AA, Brocker C, Nebert DW, Gonzalez FJ, Thompson DC, Vasiliou V. Improved drug therapy: triangulating phenomics with genomics and metabolomics. Hum Genomics 2014; 8:16. [PMID: 25181945 PMCID: PMC4445687 DOI: 10.1186/s40246-014-0016-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Accepted: 08/05/2014] [Indexed: 12/23/2022] Open
Abstract
Embracing the complexity of biological systems has a greater likelihood to improve prediction of clinical drug response. Here we discuss limitations of a singular focus on genomics, epigenomics, proteomics, transcriptomics, metabolomics, or phenomics-highlighting the strengths and weaknesses of each individual technique. In contrast, 'systems biology' is proposed to allow clinicians and scientists to extract benefits from each technique, while limiting associated weaknesses by supplementing with other techniques when appropriate. Perfect predictive modeling is not possible, whereas modeling of intertwined phenomic responses using genomic stratification with metabolomic modifications may greatly improve predictive values for drug therapy. We thus propose a novel-integrated approach to personalized medicine that begins with phenomic data, is stratified by genomics, and ultimately refined by metabolomic pathway data. Whereas perfect prediction of efficacy and safety of drug therapy is not possible, improvements can be achieved by embracing the complexity of the biological system. Starting with phenomics, the combination of linking metabolomics to identify common biologic pathways and then stratifying by genomic architecture, might increase predictive values. This systems biology approach has the potential, in specific subsets of patients, to avoid drug therapy that will be either ineffective or unsafe.
Collapse
Affiliation(s)
- Andrew A Monte
- University of Colorado Department of Emergency Medicine, Leprino Building, 7th Floor Campus Box B-215, 12401 E. 17th Avenue, Aurora, CO, 80045, USA.
- Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, 80045, USA.
- Rocky Mountain Poison & Drug Center, Denver, CO, 80204, USA.
| | - Chad Brocker
- Laboratory of Metabolism, Center for Cancer Research, National Institute of Cancer, Bethesda, MD, 20892, USA.
| | - Daniel W Nebert
- Division of Human Genetics, Department of Pediatrics and Molecular Developmental Biology, University of Cincinnati Medical Center, Cincinnati, OH, 45220, USA.
- Department of Environmental Health and Center for Environmental Genetics, University of Cincinnati Medical Center, Cincinnati, OH, 45220, USA.
| | - Frank J Gonzalez
- Laboratory of Metabolism, Center for Cancer Research, National Institute of Cancer, Bethesda, MD, 20892, USA.
| | - David C Thompson
- Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, 80045, USA.
| | - Vasilis Vasiliou
- Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, 80045, USA.
| |
Collapse
|
48
|
Wachman EM, Hayes MJ, Lester BM, Terrin N, Brown MS, Nielsen DA, Davis JM. Epigenetic variation in the mu-opioid receptor gene in infants with neonatal abstinence syndrome. J Pediatr 2014; 165:472-8. [PMID: 24996986 PMCID: PMC4145036 DOI: 10.1016/j.jpeds.2014.05.040] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Revised: 05/09/2014] [Accepted: 05/22/2014] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Neonatal abstinence syndrome (NAS) from in utero opioid exposure is highly variable with genetic factors appearing to play an important role. Epigenetic changes in cytosine:guanine (CpG) dinucleotide methylation can occur after drug exposure and may help to explain NAS variability. We correlated DNA methylation levels in the mu-opioid receptor (OPRM1) promoter in opioid-exposed infants with NAS outcomes. STUDY DESIGN DNA samples from cord blood or saliva were analyzed for 86 infants who were being treated for NAS according to institutional protocol. Methylation levels at 16 OPRM1 CpG sites were determined and correlated with NAS outcome measures, including need for treatment, treatment with ≥ 2 medications, and length of hospital stay. We adjusted for covariates and multiple genetic testing. RESULTS Sixty-five percent of infants required treatment for NAS, and 24% required ≥ 2 medications. Hypermethylation of the OPRM1 promoter was measured at the -10 CpG in treated vs nontreated infants (adjusted difference δ = 3.2% [95% CI, 0.3-6.0%], P = .03; nonsignificant after multiple testing correction). There was hypermethylation at the -14 (δ = 4.9% [95% CI, 1.8%-8.1%], P = .003), -10 (δ = 5.0% [95% CI, 2.3-7.7%], P = .0005), and +84 (δ = 3.5% [95% CI, 0.6-6.4], P = .02) CpG sites in infants requiring ≥ 2 medications, which remained significant for -14 and -10 after multiple testing correction. CONCLUSIONS Increased methylation within the OPRM1 promoter is associated with worse NAS outcomes, consistent with gene silencing.
Collapse
Affiliation(s)
| | - Marie J Hayes
- Psychology, Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME
| | - Barry M Lester
- Center for the Study of Children at Risk, Alpert Medical School of Brown University and Women and Infant's Hospital, Providence, RI
| | - Norma Terrin
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA; Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA
| | - Mark S Brown
- Pediatrics, Eastern Maine Medical Center, Bangor, ME
| | - David A Nielsen
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX
| | - Jonathan M Davis
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA; Pediatrics, The Floating Hospital for Children at Tufts Medical Center, Boston, MA
| |
Collapse
|
49
|
Ambros B, Alcorn J, Duke-Novakovski T, Livingston A, Dowling PM. Pharmacokinetics and pharmacodynamics of a constant rate infusion of fentanyl (5 μg/kg/h) in awake cats. Am J Vet Res 2014; 75:716-21. [PMID: 25061702 DOI: 10.2460/ajvr.75.8.716] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To evaluate the pharmacokinetics and thermal and mechanical antinociceptive effects of a fentanyl constant rate infusion (CRI) in conscious cats. ANIMALS 8 healthy adult cats. PROCEDURES At a ≥ 14-day interval, 7 cats received a loading dose (LD) of fentanyl (5 μg/kg, IV [administered at 0 hours]) followed by fentanyl infusion (5 μg/kg/h, IV) for 2 hours or similar administrations of equivalent volumes of 0.9% saline (NaCl) solution. One cat received only the fentanyl treatment. For both treatments, sedation and adverse events were evaluated and mechanical threshold (MT) and thermal threshold (TT) testing was performed prior to (baseline) and at predetermined times up to 26 hours after LD administration; plasma fentanyl concentrations were determined at similar times when the cats received fentanyl. RESULTS Fentanyl induced mild sedation during the infusion. The only adverse effect associated with fentanyl LD administration was profuse salivation (1 cat). Saline solution administration did not significantly change MT or TT over time. For the duration of the CRI, MT and TT differed significantly between treatments, except for TT 1 hour after LD administration. For the fentanyl treatment, MT and TT were significantly higher than baseline at 0.25 to 0.75 hours and at 0.25 to 1 hour, respectively. During the fentanyl CRI, mean ± SD plasma fentanyl concentration decreased from 4.41 ± 1.86 ng/mL to 2.99 ± 1.28 ng/mL and was correlated with antinociception; plasma concentrations < 1.33 ± 0.30 ng/mL were not associated with antinociception. CONCLUSIONS AND CLINICAL RELEVANCE Fentanyl CRI (5 μg/kg/h) induced mechanical and thermal antinociception in cats.
Collapse
Affiliation(s)
- Barbara Ambros
- Department of Small Animal Clinical Sciences, University of Saskatchewan, SK S7N 5B4, Canada
| | | | | | | | | |
Collapse
|
50
|
Cui W, Yu X, Zhang H. The serotonin transporter gene polymorphism is associated with the susceptibility and the pain severity in idiopathic trigeminal neuralgia patients. J Headache Pain 2014; 15:42. [PMID: 24950698 PMCID: PMC4080683 DOI: 10.1186/1129-2377-15-42] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 05/29/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To investigate the possible association between the serotonin transporter gene (5-HTTLPR) and rs 25531 polymorphism and the susceptibility and the pain severity in Trigeminal Neuralgia patients. METHODS A total of 244 TN patients and 280 age and sex matched healthy volunteer were recruited. 5-HTTLPR and rs 25531 genotyping were performed. All patients received the carbamazepine treatment and the treatment response was evaluated at 6 months. RESULTS The genotype distribution of 5-HTTLPR between TN patients and controls were significantly different. The TN Patients had a higher prevalence of short-short genotype than controls. The short-short genotype carriers are also significantly associated with higher pain severity and poorer carbamazepine treatment response compared to the long-long genotype carriers. In contrast, the rs 25531 polymorphism was not associated with the susceptibility to TN, neither with the pain severity and the treat response to carbamazepine. CONCLUSION The 5-HTTLPR polymorphism is associated with the susceptibility to TN and pain severity of TN.
Collapse
Affiliation(s)
- Wenyao Cui
- Department of Anesthesiology, The First Affiliated Hospital, China Medical University, 110001 NO,155 of Nanjingbei Street, Heping District, Shenyang, Liaoning Province, People's Republic of China.
| | | | | |
Collapse
|