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Bollinger A, Stäuble CK, Jeiziner C, Wiss FM, Hersberger KE, Lampert ML, Meyer zu Schwabedissen HE, Allemann SS. Genotyping of Patients with Adverse Drug Reaction or Therapy Failure: Database Analysis of a Pharmacogenetics Case Series Study. Pharmgenomics Pers Med 2023; 16:693-706. [PMID: 37426898 PMCID: PMC10327911 DOI: 10.2147/pgpm.s415259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 06/19/2023] [Indexed: 07/11/2023] Open
Abstract
Purpose Pharmacogenetics (PGx) is an emerging aspect of personalized medicine with the potential to increase efficacy and safety of pharmacotherapy. However, PGx testing is still not routinely integrated into clinical practice. We conducted an observational case series study where PGx information from a commercially available panel test covering 30 genes was integrated into medication reviews. The aim of the study was to identify the drugs that are most frequently object of drug-gene-interactions (DGI) in the study population. Patients and Methods In out-patient and in-patient settings, we recruited 142 patients experiencing adverse drug reaction (ADR) and/or therapy failure (TF). Collected anonymized data from the individual patient was harmonized and transferred to a structured database. Results The majority of the patients had a main diagnosis of a mental or behavioral disorder (ICD-10: F, 61%), of musculoskeletal system and connective tissue diseases (ICD-10: M, 21%), and of the circulatory system (ICD-10: I, 11%). The number of prescribed medicines reached a median of 7 per person, resulting in a majority of patients with polypharmacy (≥5 prescribed medicines, 65%). In total, 559 suspected DGI were identified in 142 patients. After genetic testing, an association with at least one genetic variation was confirmed for 324 suspected DGI (58%) caused by 64 different drugs and 21 different genes in 141 patients. After 6 months, PGx-based medication adjustments were recorded for 62% of the study population, whereby differences were identified in subgroups. Conclusion The data analysis from this study provides valuable insights for the main focus of further research in the context of PGx. The results indicate that most of the selected patients in our sample represent suitable target groups for PGx panel testing in clinical practice, notably those taking drugs for mental or behavioral disorder, circulatory diseases, immunological diseases, pain-related diseases, and patients experiencing polypharmacy.
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Affiliation(s)
- Anna Bollinger
- Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Céline K Stäuble
- Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler AG, Olten, Switzerland
| | - Chiara Jeiziner
- Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Florine M Wiss
- Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler AG, Olten, Switzerland
| | - Kurt E Hersberger
- Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Markus L Lampert
- Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler AG, Olten, Switzerland
| | | | - Samuel S Allemann
- Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
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Case Report: Performing a Medication Safety Review Assisted by Pharmacogenomics to Explain a Prescribing Cascade Resulting in a Patient Fall. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:medicina59010118. [PMID: 36676742 PMCID: PMC9863497 DOI: 10.3390/medicina59010118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 12/31/2022] [Accepted: 01/03/2023] [Indexed: 01/11/2023]
Abstract
Pharmacotherapy for major depressive disorder (MDD) typically consists of trial-and-error and clinician preference approaches, where patients often fail one or more antidepressants before finding an optimal regimen. Pharmacogenomics (PGx) can assist in prescribing appropriate antidepressants, thereby reducing the time to MDD remission and occurrence of adverse drug events. Since many antidepressants are metabolized by and/or inhibit cytochrome P450 enzymes (e.g., CYP2C19 or CYP2D6), drug-induced phenoconversion is common in patients on antidepressant combinations. This condition influences the interpretation of a patient's PGx results, overall risk of ineffective/adverse medication response due to multi-drug interactions, and the recommendations. This complex case describes a patient with MDD, generalized anxiety disorder, and chronic pain who experienced a fall due to excessive sedation following a prescribing cascade of fluoxetine, bupropion, and doxepin. These antidepressants delivered a significant additive sedative effect and interacted with the patient's hydrocodone, potentially contributing to uncontrolled pain, upward dose titration of hydrocodone, and a higher overall sedative burden. The PGx results and drug-induced phenoconversion described in this case report explain the patient's excessive sedation and possibly ineffective/toxic antidepressant and opioid treatment. This case report also illustrates how a more timely multi-drug interaction assessment (preferably in conjunction with preemptive PGx testing) may have informed a different prescribing pattern, reduced/avoided a prescribing cascade, and potentially prevented a drug-related fall.
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Stäuble CK, Jeiziner C, Bollinger A, Wiss FM, Hatzinger M, Hersberger KE, Ihde T, Lampert ML, Mikoteit T, Meyer zu Schwabedissen HE, Allemann SS. A Guide to a Pharmacist-Led Pharmacogenetic Testing and Counselling Service in an Interprofessional Healthcare Setting. PHARMACY 2022; 10:86. [PMID: 35893724 PMCID: PMC9326676 DOI: 10.3390/pharmacy10040086] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 07/14/2022] [Accepted: 07/15/2022] [Indexed: 02/04/2023] Open
Abstract
Genetic predisposition is one factor influencing interindividual drug response. Pharmacogenetic information can be used to guide the selection and dosing of certain drugs. However, the implementation of pharmacogenetics (PGx) in clinical practice remains challenging. Defining a formal structure, as well as concrete procedures and clearly defined responsibilities, may facilitate and increase the use of PGx in clinical practice. Over 140 patient cases from an observational study in Switzerland formed the basis for the design and refinement of a pharmacist-led pharmacogenetics testing and counselling service (PGx service) in an interprofessional setting. Herein, we defined a six-step approach, including: (1) patient referral; (2) pre-test-counselling; (3) PGx testing; (4) medication review; (5) counselling; (6) follow-up. The six-step approach supports the importance of an interprofessional collaboration and the role of pharmacists in PGx testing and counselling across healthcare settings.
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Affiliation(s)
- Céline K. Stäuble
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (C.J.); (A.B.); (F.M.W.); (K.E.H.); (M.L.L.); (S.S.A.)
- Institute of Hospital Pharmacy, Solothurner Spitäler AG, 4600 Olten, Switzerland
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland;
| | - Chiara Jeiziner
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (C.J.); (A.B.); (F.M.W.); (K.E.H.); (M.L.L.); (S.S.A.)
| | - Anna Bollinger
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (C.J.); (A.B.); (F.M.W.); (K.E.H.); (M.L.L.); (S.S.A.)
| | - Florine M. Wiss
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (C.J.); (A.B.); (F.M.W.); (K.E.H.); (M.L.L.); (S.S.A.)
- Institute of Hospital Pharmacy, Solothurner Spitäler AG, 4600 Olten, Switzerland
| | - Martin Hatzinger
- Psychiatric Services Solothurn, Solothurner Spitäler AG, Faculty of Medicine, University of Basel, 4503 Solothurn, Switzerland; (M.H.); (T.M.)
| | - Kurt E. Hersberger
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (C.J.); (A.B.); (F.M.W.); (K.E.H.); (M.L.L.); (S.S.A.)
| | - Thomas Ihde
- Institute of Psychiatry, Spitäler Frutigen Meiringen Interlaken AG (fmiAG), 3800 Unterseen, Switzerland;
| | - Markus L. Lampert
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (C.J.); (A.B.); (F.M.W.); (K.E.H.); (M.L.L.); (S.S.A.)
- Institute of Hospital Pharmacy, Solothurner Spitäler AG, 4600 Olten, Switzerland
| | - Thorsten Mikoteit
- Psychiatric Services Solothurn, Solothurner Spitäler AG, Faculty of Medicine, University of Basel, 4503 Solothurn, Switzerland; (M.H.); (T.M.)
| | | | - Samuel S. Allemann
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (C.J.); (A.B.); (F.M.W.); (K.E.H.); (M.L.L.); (S.S.A.)
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Metabolizing status of CYP2C19 in response and side effects to medications for depression: Results from a naturalistic study. Eur Neuropsychopharmacol 2022; 56:100-111. [PMID: 35152032 DOI: 10.1016/j.euroneuro.2022.01.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 01/17/2022] [Accepted: 01/19/2022] [Indexed: 12/19/2022]
Abstract
Major depressive disorder (MDD) is one of the leading causes of disability worldwide. Polymorphisms in cytochrome P450 genes (CYP450) were demonstrated to play a significant role in antidepressant response and side effects, but their effect in real-world clinical practice is poorly known. We determined the metabolic status of CYP2C19 based on the combination of *1, *2, *3 and *17 alleles extracted from genome-wide data in 1239 patients with MDD, pharmacologically treated in a naturalistic setting. Symptom improvement and side effects were assessed using the Montgomery and Åsberg Depression Rating Scale and the Udvalg for Kliniske Undersøgelse scale, respectively. We tested if symptom improvement, response and side effects were associated with CYP2C19 metabolic status adjusting for potential confounders. We considered patients treated with drugs for depression having CYP2C19 genotyping recommended by guidelines (T1 Drugs); secondarily, with all psychotropic drugs having CYP2C19 as relevant metabolic path (T2 Drugs). In the group treated with T1 drugs (n = 540), poor metabolizers (PMs) showed higher response and higher symptom improvement compared to normal metabolizers (p = 0.023 and p = 0.009, respectively), but also higher risk of autonomic and neurological side effects (p = 0.022 and p = 0.022 respectively). In patients treated with T2 drugs (n = 801), similar results were found. No associations between metabolizer status and other types of side effects were found (psychic and other side effects). Our study suggests potential advantages of CYP2C19 pharmacogenetic testing to guide treatment prescription, that may not be limited to the drugs currently recommended by guidelines.
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Stäuble CK, Meier R, Lampert ML, Mikoteit T, Hatzinger M, Allemann SS, Hersberger KE, Meyer Zu Schwabedissen HE. Case report: Non-response to fluoxetine in a homozygous 5-HTTLPR S-allele carrier of the serotonin transporter gene. Front Psychiatry 2022; 13:942268. [PMID: 35911243 PMCID: PMC9334565 DOI: 10.3389/fpsyt.2022.942268] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 06/28/2022] [Indexed: 01/11/2023] Open
Abstract
We report the case of a 50-year-old male with major depressive disorder (MDD) to illustrate the challenge of finding effective antidepressant pharmacotherapy and the role that the patient's genetic makeup may play. Recent treatment attempts before clinic admission included venlafaxine and fluoxetine. Venlafaxine was discontinued due to lack of response, and subsequently switched to fluoxetine based on pharmacogenotyping of the P-glycoprotein transporter (P-gp, encoded by ABCB1) by the outpatient psychiatrist. Despite steady state serum levels within the therapeutic range, the patient did not benefit from fluoxetine either, necessitating admission to our clinic. Here a clinical pharmacist-led medication review including additional pharmacogenetic (PGx) analysis resulted in the change of the antidepressant therapy to bupropion. Under the new regimen, established in the in-patient-setting, the patient remitted. However, based on the assessed pharmacokinetics-related gene variants, including CYPs and ABCB1, non-response to fluoxetine could not be conclusively explained. Therefore, we retrospectively selected the serotonin transporter (SERT1, encoded by SLC6A4) for further genetic analysis of pharmacodynamic variability. The patient presented to be a homozygous carrier of the short allele variant in the 5-HTTLPR (S/S) located within the SLC6A4 promoter region, which has been associated with a reduced expression of the SERT1. This case points out the potential relevance of panel PGx testing considering polymorphisms in genes of pharmacokinetic as well as pharmacodynamic relevance.
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Affiliation(s)
- Céline K Stäuble
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland.,Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland.,Institute of Hospital Pharmacy, Solothurner Spitäler AG, Olten, Switzerland
| | - Rebecca Meier
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Markus L Lampert
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland.,Institute of Hospital Pharmacy, Solothurner Spitäler AG, Olten, Switzerland
| | - Thorsten Mikoteit
- Psychiatric Services Solothurn, Solothurner Spitälerler AG and Faculty of Medicine, University of Basel, Solothurn, Switzerland
| | - Martin Hatzinger
- Psychiatric Services Solothurn, Solothurner Spitälerler AG and Faculty of Medicine, University of Basel, Solothurn, Switzerland
| | - Samuel S Allemann
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Kurt E Hersberger
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
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Stäuble CK, Lampert ML, Mikoteit T, Hatzinger M, Hersberger KE, Meyer zu Schwabedissen HE. Pharmacogenetic-Guided Antidepressant Selection as an Opportunity for Interprofessional Collaboration: A Case Report. Life (Basel) 2021; 11:673. [PMID: 34357045 PMCID: PMC8307172 DOI: 10.3390/life11070673] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 12/18/2022] Open
Abstract
In the herein reported case of a 42-year-old woman diagnosed with anxiety and depression, a long history of antidepressant ineffectiveness and adverse drug reactions was decisive for an in-depth medication review including pharmacogenetic panel testing. In detail, treatment attempts with paroxetine and escitalopram were ineffective and discontinued due to subjective gastrointestinal intolerance. Due to the worsening of the depression after the failed treatment attempts, admission to our clinic became necessary. Herein, owing to the collaboration of psychiatrists with clinical pharmacists, individualized incorporation of pharmacogenetic data into the process of antidepressant selection was enabled. We identified vortioxetine as a suitable therapeutic, namely for being most likely pharmacokinetically unaffected as predicted by pharmacogenetic panel testing and taking into account the current comedication, as well as for its favorable action profile. Herein, our collaborative effort proved to be successful and resulted in the patient's depression remission and clinic discharge with the interprofessionally selected pharmacotherapy. This exemplary case not only highlights the potential benefits and challenges of pre-emptive pharmacogenetic testing in antidepressant prescription, but also proposes an approach on how to put pharmacogenetics into practice.
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Affiliation(s)
- Céline K. Stäuble
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland;
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4001 Basel, Switzerland; (M.L.L.); (K.E.H.)
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
| | - Markus L. Lampert
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4001 Basel, Switzerland; (M.L.L.); (K.E.H.)
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
| | - Thorsten Mikoteit
- Psychiatric Services Solothurn, Solothurner Spitäler and Department of Medicine, University of Basel, 4503 Solothurn, Switzerland; (T.M.); (M.H.)
| | - Martin Hatzinger
- Psychiatric Services Solothurn, Solothurner Spitäler and Department of Medicine, University of Basel, 4503 Solothurn, Switzerland; (T.M.); (M.H.)
| | - Kurt E. Hersberger
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4001 Basel, Switzerland; (M.L.L.); (K.E.H.)
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Stäuble CK, Lampert ML, Mikoteit T, Hatzinger M, Hersberger KE, Meyer zu Schwabedissen HE. Severe Adverse Drug Reactions to Quetiapine in Two Patients Carrying CYP2D6*4 Variants: A Case Report. Int J Mol Sci 2021; 22:ijms22126480. [PMID: 34204223 PMCID: PMC8233787 DOI: 10.3390/ijms22126480] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 06/11/2021] [Accepted: 06/14/2021] [Indexed: 12/21/2022] Open
Abstract
We report two cases of patients who developed severe adverse drug reactions including persistent movement disorders, nausea, and vertigo during treatment with quetiapine at maximum daily doses ranging between 300 and 400 mg. The extensive hepatic metabolism of quetiapine is mainly attributed to cytochrome P450 3A4 (CYP3A4). However, there is recent evidence supporting the idea of CYP2D6 playing a role in the clearance of the quetiapine active metabolite norquetiapine. Interestingly, both patients we are reporting of are carriers of the CYP2D6*4 variant, predicting an intermediate metabolizer phenotype. Additionally, co-medication with a known CYP2D6 inhibitor and renal impairment might have further affected quetiapine pharmacokinetics. The herein reported cases could spark a discussion on the potential impact of a patient's pharmacogenetic predisposition in the treatment with quetiapine. However, further studies are warranted to promote the adoption of pharmacogenetic testing for the prevention of drug-induced toxicities associated with quetiapine.
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Affiliation(s)
- Céline K. Stäuble
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland;
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4001 Basel, Switzerland; (M.L.L.); (K.E.H.)
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
- Correspondence:
| | - Markus L. Lampert
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4001 Basel, Switzerland; (M.L.L.); (K.E.H.)
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
| | - Thorsten Mikoteit
- Psychiatric Services Solothurn, Solothurner Spitäler and Department of Medicine, University of Basel, 4503 Solothurn, Switzerland; (T.M.); (M.H.)
| | - Martin Hatzinger
- Psychiatric Services Solothurn, Solothurner Spitäler and Department of Medicine, University of Basel, 4503 Solothurn, Switzerland; (T.M.); (M.H.)
| | - Kurt E. Hersberger
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4001 Basel, Switzerland; (M.L.L.); (K.E.H.)
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