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Patel JN, Morris SA, Torres R, Rhead B, Vlangos C, Mueller DJ, Brown LC, Lefkofsky H, Ali M, De La Vega FM, Barnes KC, Zoghbi A, Stanton JD, Badgeley MA. Pharmacogenomic insights in psychiatric care: uncovering novel actionability, allele-specific CYP2D6 copy number variation, and phenoconversion in 15,000 patients. Mol Psychiatry 2024; 29:3495-3502. [PMID: 38783055 PMCID: PMC11541190 DOI: 10.1038/s41380-024-02588-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 04/19/2024] [Accepted: 04/30/2024] [Indexed: 05/25/2024]
Abstract
Pharmacogenomic testing has emerged as an aid in clinical decision making for psychiatric providers, but more data is needed regarding its utility in clinical practice and potential impact on patient care. In this cross-sectional study, we determined the real-world prevalence of pharmacogenomic actionability in patients receiving psychiatric care. Potential actionability was based on the prevalence of CYP2C19 and CYP2D6 phenotypes, including CYP2D6 allele-specific copy number variations (CNVs). Combined actionability additionally incorporated CYP2D6 phenoconversion and the novel CYP2C-TG haplotype in patients with available medication data. Across 15,000 patients receiving clinical pharmacogenomic testing, 65% had potentially actionable CYP2D6 and CYP2C19 phenotypes, and phenotype assignment was impacted by CYP2D6 allele-specific CNVs in 2% of all patients. Of 4114 patients with medication data, 42% had CYP2D6 phenoconversion from drug interactions and 20% carried a novel CYP2C haplotype potentially altering actionability. A total of 87% had some form of potential actionability from genetic findings and/or phenoconversion. Genetic variation detected via next-generation sequencing led to phenotype reassignment in 22% of individuals overall (2% in CYP2D6 and 20% in CYP2C19). Ultimately, pharmacogenomic testing using next-generation sequencing identified potential actionability in most patients receiving psychiatric care. Early pharmacogenomic testing may provide actionable insights to aid clinicians in drug prescribing to optimize psychiatric care.
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Affiliation(s)
- Jai N Patel
- Department of Cancer Pharmacology & Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Sarah A Morris
- Department of Cancer Pharmacology & Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | | | | | | | - Daniel J Mueller
- Pharmacogenetics Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | | | | | | | | | | | - Anthony Zoghbi
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
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Baum ML, Widge AS, Carpenter LL, McDonald WM, Cohen BM, Nemeroff CB. Pharmacogenomic Clinical Support Tools for the Treatment of Depression. Am J Psychiatry 2024; 181:591-607. [PMID: 38685859 DOI: 10.1176/appi.ajp.20230657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Abstract
OBJECTIVE In this review, the authors update the 2018 position statement of the American Psychiatric Association Council of Research Workgroup on Biomarkers and Novel Treatments on pharmacogenomic (PGx) tools for treatment selection in depression. METHODS The literature was reviewed for new clinical trials and meta-analyses, published from 2017 to 2022, of studies using PGx tools for treatment selection in depression. The blinding and control conditions, as well as primary and secondary outcomes and post hoc analyses, were summarized. RESULTS Eleven new clinical trials and five meta-analyses were identified; all studies had primary outcome measures related to speed or efficacy of treatment response. Three trials (27%) demonstrated efficacy on the primary outcome measure with statistical significance; the three studies used different PGx tools; one study was open-label and the other two were small single-blind trials. Five trials (45%) did not detect efficacy with statistical significance on either primary or secondary outcome measures. Only one trial (9%) used adverse events as a primary outcome measure. All studies had significant limitations; for example, none adopted a fully blinded study design, only two studies attempted to blind the treating clinician, and none incorporated measures to estimate the effectiveness of the blinds or the influence of lack of blinding on the study results. CONCLUSIONS The addition of these new data do not alter the recommendations of the 2018 report, or the advice of the U.S. Food and Drug Administration, that the evidence does not support the use of currently available combinatorial PGx tools for treatment selection in major depressive disorder. Priority efforts for future studies and the development and testing of effective tools include fully blinded study designs, inclusion of promising genetic variants not currently included in any commercially available tests, and investigation of other uses of pharmacogenomics, such as estimating the likelihood of rare adverse drug effects, rather than increasing the speed or magnitude of drug response.
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Affiliation(s)
- Matthew L Baum
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston (Baum); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Butler Hospital Neuromodulation Research Facility, Providence, R.I., and Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, R.I. (Carpenter); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (McDonald); Department of Psychiatry and Program for Neuropsychiatric Research, McLean Hospital, Harvard Medical School, Belmont, Mass. (Cohen); Department of Psychiatry and Behavioral Sciences, Dell Medical School, University of Texas, Austin (Nemeroff)
| | - Alik S Widge
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston (Baum); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Butler Hospital Neuromodulation Research Facility, Providence, R.I., and Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, R.I. (Carpenter); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (McDonald); Department of Psychiatry and Program for Neuropsychiatric Research, McLean Hospital, Harvard Medical School, Belmont, Mass. (Cohen); Department of Psychiatry and Behavioral Sciences, Dell Medical School, University of Texas, Austin (Nemeroff)
| | - Linda L Carpenter
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston (Baum); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Butler Hospital Neuromodulation Research Facility, Providence, R.I., and Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, R.I. (Carpenter); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (McDonald); Department of Psychiatry and Program for Neuropsychiatric Research, McLean Hospital, Harvard Medical School, Belmont, Mass. (Cohen); Department of Psychiatry and Behavioral Sciences, Dell Medical School, University of Texas, Austin (Nemeroff)
| | - William M McDonald
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston (Baum); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Butler Hospital Neuromodulation Research Facility, Providence, R.I., and Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, R.I. (Carpenter); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (McDonald); Department of Psychiatry and Program for Neuropsychiatric Research, McLean Hospital, Harvard Medical School, Belmont, Mass. (Cohen); Department of Psychiatry and Behavioral Sciences, Dell Medical School, University of Texas, Austin (Nemeroff)
| | - Bruce M Cohen
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston (Baum); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Butler Hospital Neuromodulation Research Facility, Providence, R.I., and Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, R.I. (Carpenter); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (McDonald); Department of Psychiatry and Program for Neuropsychiatric Research, McLean Hospital, Harvard Medical School, Belmont, Mass. (Cohen); Department of Psychiatry and Behavioral Sciences, Dell Medical School, University of Texas, Austin (Nemeroff)
| | - Charles B Nemeroff
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston (Baum); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Butler Hospital Neuromodulation Research Facility, Providence, R.I., and Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, R.I. (Carpenter); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (McDonald); Department of Psychiatry and Program for Neuropsychiatric Research, McLean Hospital, Harvard Medical School, Belmont, Mass. (Cohen); Department of Psychiatry and Behavioral Sciences, Dell Medical School, University of Texas, Austin (Nemeroff)
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Anderson GM, Ramsey CM, Lynch KG, Gelernter J, Oslin DW. Baseline platelet serotonin in a multi-site treatment study of depression in veterans administration patients: Distribution and effects of demographic variables and serotonin reuptake inhibitors. J Affect Disord 2023; 327:368-377. [PMID: 36754092 DOI: 10.1016/j.jad.2023.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 02/01/2023] [Accepted: 02/03/2023] [Indexed: 02/09/2023]
Abstract
BACKGROUND The objectives of the study were: (1) to examine the overall distribution of baseline platelet serotonin (5-hydroxytryptamine, 5-HT) values in patients seeking treatment for depression and to define subgroups based on the apparent presence or absence of drug exposure; (2) to assess the bioeffect of 5-HT reuptake inhibitors (SRIs) at the platelet 5-HT transporter; and (3) to examine the relationships of demographic variables including population (ancestry), sex, age, and season of sampling to platelet 5-HT concentration. METHODS Platelet 5-HT levels were measured in a cross-sectional study of 1433 Veterans Administration (VA) patients participating in a pragmatic multi-site pharmacogenomic treatment study of depression. Patients were characterized medically and demographically using VA health records and self-report. RESULTS A clearly bimodal distribution was observed for platelet 5-HT levels with the lower mode associated with patients exposed to SRIs at baseline. Median transporter blockade bioeffects were similar across the various selective 5-HT reuptake inhibitors (SSRIs) and 5-HT/norepinephrine reuptake inhibitors (SNRIs). In a subset of patients apparently not exposed to an SRI, significant effects of population and sex were observed with group mean platelet 5-HT levels being 25 % greater (p < 0.001) in African-American (AA) individuals compared to European-Americans (EAs). The female group mean was 14 % (p < 0.001) greater than male group mean. An effect of age was observed (r = -0.11, p < 0.001) and no effect of season or month of sampling was seen. CONCLUSIONS Further research is warranted to understand the bases and clinical implications of the population and sex differences. The apparent similarity in bioeffect at the 5-HT transporter across SSRIs and when comparing SSRIs and SNRIs informs discussions about initiating, dose adjustment and switching of 5-HT reuptake inhibitors.
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Affiliation(s)
- George M Anderson
- Child Study Center, Yale University School of Medicine, 230 S. Frontage Rd., New Haven, CT 06525, USA; Department of Laboratory Medicine, Yale University School of Medicine, 230 S. Frontage Rd., New Haven, CT 06525, USA.
| | - Christine M Ramsey
- Veterans Integrated Service Network 4, Mental Illness Research, Education, and Clinical Center (MIRECC), Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA; Yale Center for Medical Informatics, Yale University School of Medicine, West Haven, CT, USA; Department of Nutritional Sciences, University of Texas at Austin, Austin, TX, USA
| | - Kevin G Lynch
- Veterans Integrated Service Network 4, Mental Illness Research, Education, and Clinical Center (MIRECC), Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Joel Gelernter
- Department of Psychiatry, Yale University School of Medicine, West Haven, CT, USA; Department of Psychiatry, Veterans Affairs Connecticut Healthcare Center, West Haven, CT, USA
| | - David W Oslin
- Veterans Integrated Service Network 4, Mental Illness Research, Education, and Clinical Center (MIRECC), Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Jiang X, Yi S, Liu Q, Su D, Li L, Xiao C, Zhang J. Asperosaponin VI ameliorates the CMS-induced depressive-like behaviors by inducing a neuroprotective microglial phenotype in hippocampus via PPAR-γ pathway. J Neuroinflammation 2022; 19:115. [PMID: 35610721 PMCID: PMC9131532 DOI: 10.1186/s12974-022-02478-y] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 05/15/2022] [Indexed: 02/04/2023] Open
Abstract
Background The natural compound asperosaponin VI has shown potential as an antidepressant, but how it works is unclear. Here, we explored its effects on mice exposed to chronic mild stress (CMS) and the underlying molecular pathways. Methods Mice were exposed to CMS for 3 weeks followed by asperosaponin VI (40 mg/kg) or imipramine (20 mg/kg) for another 3 weeks. Depression-like behaviors were assessed in the forced swimming test (FST), sucrose preference test (SPT), tail suspension test (TST). Microglial phenotypes were evaluated using immunofluorescence staining, real-time quantitative PCR and enzyme-linked immunosorbent assays in hippocampus of mice. In some experiments, stressed animals were treated with the PPAR-γ antagonist GW9662 to examine its involvement in the effects of asperosaponin VI. Blockade of PPAR-γ in asperosaponin VI-treated primary microglia in the presence of lipopolysaccharide (LPS) was executed synchronously. The nuclear transfer of PPAR-γ in microglia was detected by immunofluorescence staining in vitro and in vivo. A co-cultured model of neuron and microglia was used for evaluating the regulation of ASA VI on the microglia–neuron crosstalk molecules. Results Asperosaponin VI ameliorated depression-like behaviors of CMS mice based on SPT, TST and FST, and this was associated with a switch of hippocampal microglia from a pro-inflammatory (iNOS+-Iba1+) to neuroprotective (Arg-1+-Iba1+) phenotype. CMS reduced the expression levels of PPAR-γ and phosphorylated PPAR-γ in hippocampus, which asperosaponin VI partially reversed. GW9662 treatment prevented the nuclear transfer of PPAR-γ in asperosaponin VI-treated microglia and inhibited the induction of Arg-1+ microglia. Blockade of PPAR-γ signaling also abolished the ability of asperosaponin VI to suppress pro-inflammatory cytokines while elevating anti-inflammatory cytokines in the hippocampus of CMS mice. The asperosaponin VI also promoted interactions between hippocampal microglia and neurons by enhancing CX3CL1/CX3CR1 and CD200/CD200R, and preserved synaptic function based on PSD95, CamKII β and GluA levels, but not in the presence of GW9662. Blockade of PPAR-γ signaling also abolished the antidepressant effects of asperosaponin VI in the SPT, TST and FST. Conclusion CMS in mice induces a pro-inflammatory microglial phenotype that causes reduced crosstalk between microglia and neuron, inflammation and synaptic dysfunction in the hippocampus, ultimately leading to depression-like behaviors. Asperosaponin VI may ameliorate the effects of CMS by inducing microglia to adopt a PPAR-γ-dependent neuroprotective phenotype. Supplementary Information The online version contains supplementary material available at 10.1186/s12974-022-02478-y.
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Affiliation(s)
- Xue Jiang
- Laboratory of Neuropharmacology, Resource Institute for Chinese and Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China.,State Key Laboratory of Quality Research in Chinese Medicine and Institute of Chinese Medical Sciences, University of Macau, Avenida da Universidade, Taipa, Macau, 999078, China
| | - Saini Yi
- Laboratory of Neuropharmacology, Resource Institute for Chinese and Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Qin Liu
- Laboratory of Neuropharmacology, Resource Institute for Chinese and Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Dapeng Su
- Laboratory of Neuropharmacology, Resource Institute for Chinese and Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Liangyuan Li
- Laboratory of Neuropharmacology, Resource Institute for Chinese and Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Chenghong Xiao
- Laboratory of Neuropharmacology, Resource Institute for Chinese and Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Jinqiang Zhang
- Laboratory of Neuropharmacology, Resource Institute for Chinese and Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China.
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