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Breitinger S, Gardea-Resendez M, Langholm C, Xiong A, Laivell J, Stoppel C, Harper L, Volety R, Walker A, D'Mello R, Byun AJS, Zandi P, Goes FS, Frye M, Torous J. Digital Phenotyping for Mood Disorders: Methodology-Oriented Pilot Feasibility Study. J Med Internet Res 2023; 25:e47006. [PMID: 38157233 PMCID: PMC10787337 DOI: 10.2196/47006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 09/04/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND In the burgeoning area of clinical digital phenotyping research, there is a dearth of literature that details methodology, including the key challenges and dilemmas in developing and implementing a successful architecture for technological infrastructure, patient engagement, longitudinal study participation, and successful reporting and analysis of diverse passive and active digital data streams. OBJECTIVE This article provides a narrative rationale for our study design in the context of the current evidence base and best practices, with an emphasis on our initial lessons learned from the implementation challenges and successes of this digital phenotyping study. METHODS We describe the design and implementation approach for a digital phenotyping pilot feasibility study with attention to synthesizing key literature and the reasoning for pragmatic adaptations in implementing a multisite study encompassing distinct geographic and population settings. This methodology was used to recruit patients as study participants with a clinician-validated diagnostic history of unipolar depression, bipolar I disorder, or bipolar II disorder, or healthy controls in 2 geographically distinct health care systems for a longitudinal digital phenotyping study of mood disorders. RESULTS We describe the feasibility of a multisite digital phenotyping pilot study for patients with mood disorders in terms of passively and actively collected phenotyping data quality and enrollment of patients. Overall data quality (assessed as the amount of sensor data obtained vs expected) was high compared to that in related studies. Results were reported on the relevant demographic features of study participants, revealing recruitment properties of age (mean subgroup age ranged from 31 years in the healthy control subgroup to 38 years in the bipolar I disorder subgroup), sex (predominance of female participants, with 7/11, 64% females in the bipolar II disorder subgroup), and smartphone operating system (iOS vs Android; iOS ranged from 7/11, 64% in the bipolar II disorder subgroup to 29/32, 91% in the healthy control subgroup). We also described implementation considerations around digital phenotyping research for mood disorders and other psychiatric conditions. CONCLUSIONS Digital phenotyping in affective disorders is feasible on both Android and iOS smartphones, and the resulting data quality using an open-source platform is higher than that in comparable studies. While the digital phenotyping data quality was independent of gender and race, the reported demographic features of study participants revealed important information on possible selection biases that may result from naturalistic research in this domain. We believe that the methodology described will be readily reproducible and generalizable to other study settings and patient populations given our data on deployment at 2 unique sites.
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Affiliation(s)
- Scott Breitinger
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | | | | | - Ashley Xiong
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Joseph Laivell
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Cynthia Stoppel
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Laura Harper
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Rama Volety
- Research Application Solutions Unit, Mayo Clinic, Rochester, MN, United States
| | - Alex Walker
- Johns Hopkins University, Baltimore, MD, United States
| | - Ryan D'Mello
- Beth Israel Deaconess Medical Center, Boston, MA, United States
| | | | - Peter Zandi
- Johns Hopkins University, Baltimore, MD, United States
| | | | - Mark Frye
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - John Torous
- Beth Israel Deaconess Medical Center, Boston, MA, United States
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2
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Ortiz-Orendain J, Gardea-Resendez M, Castiello-de Obeso S, Golebiowski R, Coombes B, Gruhlke PM, Michel I, Bostwick JM, Morgan RJ, Ozerdem A, Frye MA, McKean AJ. Antecedents to first episode psychosis and mania: Comparing the initial prodromes of schizophrenia and bipolar disorder in a retrospective population cohort. J Affect Disord 2023; 340:25-32. [PMID: 37506772 PMCID: PMC10883376 DOI: 10.1016/j.jad.2023.07.106] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 07/15/2023] [Accepted: 07/23/2023] [Indexed: 07/30/2023]
Abstract
OBJECTIVE We aim to compare the psychiatric antecedents of schizophrenia (SZ) and bipolar disorder (BD). METHODS Using the Rochester Epidemiology Project, we searched for residents of Olmsted County that had a diagnosis of SZ or BD. We confirmed each case using DSM-5 criteria and obtained the psychiatric antecedents. RESULTS We identified 205 cases with first episode psychosis or mania (SZ = 131; BD = 74). The mean age at first visit for mental health reasons was 12.3 ± 6.3 years for SZ and 13.9 ± 5.6 years for BD. The duration of the initial prodrome (time from first mental health visit to first episode) was similar for both groups (SZ 8.3 ± 6.2 years vs BD 7.3 ± 5.9 years). We found that SZ and BD have overlapping antecedents, but SZ was more common in males and in foreign born and had more learning deficits before the first episode. BD was more common in white population and had higher rates of depressive and adjustment disorders prior to first episode. BD also had more affective symptoms, nightmares, and panic attacks before the first episode. Both groups had similarly high rates of substance use (SZ 74 % vs BD 74.3 %), prescription of antidepressants (SZ 46.6 % vs BD 55.4 %) and stimulants (SZ 30.5 % vs BD 22.9 %). CONCLUSIONS The psychiatric antecedents of SZ and BD usually start during adolescence, overlap, and present in unspecific ways. The initial prodromes are more alike than distinct. Further studies are encouraged to continue looking for specific factors that distinguish the antecedents of these two disorders.
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Affiliation(s)
| | - Manuel Gardea-Resendez
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA; Department of Psychiatry, Universidad Autónoma de Nuevo León, Monterrey, Mexico
| | - Santiago Castiello-de Obeso
- Department of Experimental Psychology, University of Oxford, Oxford, UK; Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico
| | | | - Brandon Coombes
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Peggy M Gruhlke
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Ian Michel
- Mayo Clinic Alix School of Medicine, Rochester, MN, USA
| | | | - Robert J Morgan
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Aysegul Ozerdem
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Mark A Frye
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Alastair J McKean
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA.
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Cuellar-Barboza AB, Prieto ML, Coombes BJ, Gardea-Resendez M, Núñez N, Winham SJ, Romo-Nava F, González S, McElroy SL, Frye MA, Biernacka JM. Polygenic prediction of bipolar disorder in a Latin American sample. Am J Med Genet B Neuropsychiatr Genet 2023; 192:139-146. [PMID: 36919637 DOI: 10.1002/ajmg.b.32936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 01/31/2023] [Accepted: 03/01/2023] [Indexed: 03/16/2023]
Abstract
To date, bipolar disorder (BD) genetic studies and polygenic risk scores (PRSs) for BD are based primarily on populations of European descent (EUR) and lack representation from other ancestries including Latin American (LAT). Here, we describe a new LAT cohort from the Mayo Clinic Bipolar Biobank (MCBB), a multisite collaboration with recruitment sites in the United States (EUR; 1,443 cases and 777 controls) and Mexico and Chile (LAT; 211 cases and 161 controls) and use the sample to explore the performance of a BD-PRS in a LAT population. Using results from the largest genome-wide association study of BD in EUR individuals, PRSice2 and LDpred2 were used to compute BD-PRSs in the LAT and EUR samples from the MCBB. PRSs explained up to 1.4% (PRSice) and 4% (LDpred2) of the phenotypic variance on the liability scale in the LAT sample compared to 3.8% (PRSice2) and 3.4% (LDpred2) in the EUR samples. Future larger studies should further explore the differential performance of different PRS approaches across ancestries. International multisite studies, such as this one, have the potential to address diversity-related limitations of prior genomic studies and ultimately contribute to the reduction of health disparities.
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Affiliation(s)
- Alfredo B Cuellar-Barboza
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Psychiatry, Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Miguel L Prieto
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Psychiatry, Universidad de los Andes, Santiago, Chile
- Mental Health Service, Clinica Universidad de los Andes, Santiago, Chile
| | - Brandon J Coombes
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Nicolás Núñez
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Stacey J Winham
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Sarai González
- Department of Psychiatry, Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Susan L McElroy
- Lindner Center of HOPE/University of Cincinnati, Cincinnati, Ohio, USA
| | - Mark A Frye
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Joanna M Biernacka
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
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4
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Gardea-Resendez M, Ortiz-Orendain J, Miola A, Fuentes Salgado M, Ercis M, Coombes BJ, Gruhlke PM, Bostwick JM, Michel I, Vande Voort JL, Ozerdem A, McKean A, Frye MA, Taylor-Desir M. Racial differences in pathways to care preceding first episode mania or psychosis: a historical cohort prodromal study. Front Psychiatry 2023; 14:1241071. [PMID: 37732076 PMCID: PMC10507622 DOI: 10.3389/fpsyt.2023.1241071] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 08/16/2023] [Indexed: 09/22/2023] Open
Abstract
Background There is evidence suggesting racial disparities in diagnosis and treatment in bipolar disorder (BD) and schizophrenia (SZ). The purpose of this study is to compare psychiatric diagnoses and psychotropic use preceding a first episode of mania (FEM) or psychosis (FEP) in racially diverse patients. Methods Using a comprehensive medical records linkage system (Rochester Epidemiology Project, REP), we retrospectively identified individuals diagnosed with BD or SZ and a documented first episode of mania or psychosis. Illness trajectory before FEP/FEM were characterized as the time from first visit for a mental health complaint to incident case. Pathways to care and clinical events preceding FEP/FEM were compared based on subsequent incident case diagnosis (BD or SZ) and self-reported race (White vs. non-White). Results A total of 205 (FEM = 74; FEP = 131) incident cases were identified in the REP. Duration of psychiatric antecedents was significantly shorter in non-White patients, compared to White patients (2.2 ± 4.3 vs. 7.4 ± 6.6 years; p < 0.001) with an older age at time of first visit for a mental health complaint (15.7 ± 6.3 vs. 11.1 ± 6.0 years; p = 0.005). There were no significant differences by race in FEM pathway to care or age of first seeking mental health. Overall non-White patients had lower rates of psychotropic use. Conclusion These data are unable to ascertain reasons for shorter duration of psychiatric antecedents and later age of seeking care, and more broadly first age of initial symptom presentation. If symptoms are confirmed to be earlier than first time seeking care in both groups, it would be important to identify barriers that racial minorities face to access timely psychiatric care and optimize early intervention strategies.
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Affiliation(s)
- Manuel Gardea-Resendez
- Department of Psychiatry, Universidad Autónoma de Nuevo León, Monterrey, Mexico
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Javier Ortiz-Orendain
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
- Department of Psychiatry and Behavioral Sciences, University of New Mexico, Albuquerque, NM, United States
| | - Alessandro Miola
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
- Department of Neuroscience (DNS), University of Padova, Padua, Italy
| | | | - Mete Ercis
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Brandon J. Coombes
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, United States
| | - Peggy M. Gruhlke
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - J. Michael Bostwick
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Ian Michel
- Mayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN, United States
| | | | - Aysegul Ozerdem
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Alastair McKean
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Mark A. Frye
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Monica Taylor-Desir
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
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5
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Nuñez NA, Coombes BJ, Melhuish Beaupre L, Romo-Nava F, Gardea-Resendez M, Ozerdem A, Veldic M, Singh B, Sanchez Ruiz JA, Cuellar-Barboza A, Leung JG, Prieto ML, McElroy SL, Biernacka JM, Frye MA. Antidepressant-Associated Treatment Emergent Mania: A Meta-Analysis to Guide Risk Modeling Pharmacogenomic Targets of Potential Clinical Value. J Clin Psychopharmacol 2023; 43:428-433. [PMID: 37683232 PMCID: PMC10476595 DOI: 10.1097/jcp.0000000000001747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 06/09/2023] [Indexed: 08/17/2023]
Abstract
BACKGROUND The purpose of this study was to review the association between the SLC6A4 5-HTTLPR polymorphism and antidepressant (AD)-associated treatment emergent mania (TEM) in bipolar disorder alongside starting a discussion on the merits of developing risk stratification models to guide when not to provide AD treatment for bipolar depression. METHODS Studies that examined the association between clinical and genetic risk factors, specifically monoaminergic transporter genetic variation, and TEM were identified. A meta-analysis was performed using the odds ratio to estimate the effect size under the Der-Simonian and Laird model. RESULTS Seven studies, referencing the SLC6A4 5-HTTLPR polymorphism and TEM (total N = 1578; TEM+ =594, TEM- = 984), of 142 identified articles were included. The time duration between the start of the AD to emergence of TEM ranged from 4 to 12 weeks. There was a nominally significant association between the s allele of the 5-HTTLPR polymorphism and TEM (odds ratio, 1.434; 95% confidence interval, 1.001-2.055; P = 0.0493; I2 = 52%). No studies have investigated norepinephrine or dopamine transporters. CONCLUSION Although the serotonin transporter genetic variation is commercially available in pharmacogenomic decision support tools, greater efforts, more broadly, should focus on complete genome-wide approaches to determine genetic variants that may contribute to TEM. Moreover, these data are exemplary to the merits of developing risk stratification models, which include both clinical and biological risk factors, to guide when not to use ADs in bipolar disorder. Future studies will need to validate new risk models that best inform the development of personalized medicine best practices treating bipolar depression.
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Affiliation(s)
| | | | | | | | | | | | - Marin Veldic
- From the Departments of Psychiatry and Psychology
| | | | | | | | | | - Miguel L. Prieto
- Department of Psychiatry, Faculty of Medicine, Universidad de Los Andes, Santiago, Chile
| | - Susan L. McElroy
- Department of Psychiatry, Universidad Autónoma de Nuevo León, Monterrey, México
| | - Joanna M. Biernacka
- From the Departments of Psychiatry and Psychology
- Quantitative Health Sciences, Mayo Clinic, Rochester, MN
| | - Mark A. Frye
- From the Departments of Psychiatry and Psychology
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6
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Romo-Nava F, Blom T, Cuellar-Barboza AB, Barrera FJ, Miola A, Mori NN, Prieto ML, Veldic M, Singh B, Gardea-Resendez M, Nunez NA, Ozerdem A, Biernacka JM, Frye MA, McElroy SL. Clinical characterization of patients with bipolar disorder and a history of asthma: An exploratory study. J Psychiatr Res 2023; 164:8-14. [PMID: 37290273 DOI: 10.1016/j.jpsychires.2023.05.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 04/07/2023] [Accepted: 05/16/2023] [Indexed: 06/10/2023]
Abstract
INTRODUCTION Bipolar disorder (BD) and asthma are leading causes of morbidity in the US and frequently co-occur. OBJECTIVES We evaluated the clinical features and comorbidities of patients with BD and a history of asthma. METHODS In a cross-sectional analysis from the Mayo Clinic Bipolar Biobank, we explored the clinical characteristics of the BD and an asthma phenotype and fitted a multivariable regression model to identify risk factors for asthma. RESULTS A total of 721 individuals with BD were included. From these, 140 (19%) had a history of asthma. In a multivariable model only sex and evening chronotype were significant predictors of asthma with the odds ratios and 95% confidence intervals being 1.65 (1.00, 2.72; p=0.05) and 1.99 (1.25, 3.17; p < 0.01), respectively. Individuals with asthma had higher odds of having other medical comorbidities after adjusting for age, sex, and site including hypertension (OR = 2.29 (95% CI 1.42, 3.71); p < 0.01), fibromyalgia (2.29 (1.16, 4.51); p=0.02), obstructive sleep apnea (2.03 (1.18, 3.50); p=0.01), migraine (1.98 (1.31, 3.00); p < 0.01), osteoarthritis (2.08 (1.20, 3.61); p < 0.01), and COPD (2.80 (1.14, 6.84); p=0.02). Finally, individuals currently on lithium were less likely to have a history of asthma (0.48 (0.32, 0.71); p < 0.01). CONCLUSION A history of asthma is common among patients with BD and is associated with being female and having an evening chronotype, as well as with increased odds of having other medical comorbidities. A lower likelihood of a history of asthma among those currently on lithium is an intriguing finding with potential clinical implications that warrants further study.
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Affiliation(s)
- Francisco Romo-Nava
- Lindner Center of HOPE, Mason, OH, USA; Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Thomas Blom
- Lindner Center of HOPE, Mason, OH, USA; Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Alfredo B Cuellar-Barboza
- Department of Psychiatry, Universidad Autonoma de Nuevo Leon, Monterrey, Mexico; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Francisco J Barrera
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alessandro Miola
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Nicole N Mori
- Lindner Center of HOPE, Mason, OH, USA; Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Miguel L Prieto
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA; Center for Biomedical Research and Innovation, Universidad de los Andes, Santiago, Chile; Department of Psychiatry, Faculty of Medicine, Universidad de los Andes, Santiago, Chile; Mental Health Service, Clínica Universidad de los Andes, Santiago, Chile
| | - Marin Veldic
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Balwinder Singh
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Manuel Gardea-Resendez
- Department of Psychiatry, Universidad Autonoma de Nuevo Leon, Monterrey, Mexico; Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Nicolas A Nunez
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Aysegul Ozerdem
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Joanna M Biernacka
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA; Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Mark A Frye
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Susan L McElroy
- Lindner Center of HOPE, Mason, OH, USA; Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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7
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Gardea-Resendez M, Coombes BJ, Veldic M, Tye SJ, Romo-Nava F, Ozerdem A, Prieto ML, Cuellar-Barboza A, Nunez NA, Singh B, Pendegraft RS, Miola A, McElroy SL, Biernacka JM, Morava E, Kozicz T, Frye MA. Antidepressants that increase mitochondrial energetics may elevate risk of treatment-emergent mania. Mol Psychiatry 2023; 28:1020-1026. [PMID: 36513812 PMCID: PMC10005962 DOI: 10.1038/s41380-022-01888-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 11/08/2022] [Accepted: 11/11/2022] [Indexed: 12/15/2022]
Abstract
Preclinical evidence suggests that antidepressants (ADs) may differentially influence mitochondrial energetics. This study was conducted to investigate the relationship between mitochondrial function and illness vulnerability in bipolar disorder (BD), specifically risk of treatment-emergent mania (TEM). Participants with BD already clinically phenotyped as TEM+ (n = 176) or TEM- (n = 516) were further classified whether the TEM associated AD, based on preclinical studies, increased (Mito+, n = 600) or decreased (Mito-, n = 289) mitochondrial electron transport chain (ETC) activity. Comparison of TEM+ rates between Mito+ and Mito- ADs was performed using generalized estimating equations to account for participants exposed to multiple ADs while adjusting for sex, age at time of enrollment into the biobank and BD type (BD-I/schizoaffective vs. BD-II). A total of 692 subjects (62.7% female, 91.4% White, mean age 43.0 ± 14.0 years) including 176 cases (25.3%) of TEM+ and 516 cases (74.7%) of TEM- with previous exposure to Mito+ and/or Mito- antidepressants were identified. Adjusting for age, sex and BD subtype, TEM+ was more frequent with antidepressants that increased (24.7%), versus decreased (13.5%) mitochondrial energetics (OR = 2.21; p = 0.000009). Our preliminary retrospective data suggests there may be merit in reconceptualizing AD classification, not solely based on monoaminergic conventional drug mechanism of action, but additionally based on mitochondrial energetics. Future prospective clinical studies on specific antidepressants and mitochondrial activity are encouraged. Recognizing pharmacogenomic investigation of drug response may extend or overlap to genomics of disease risk, future studies should investigate potential interactions between mitochondrial mechanisms of disease risk and drug response.
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Affiliation(s)
- Manuel Gardea-Resendez
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA.,Department of Psychiatry, Universidad Autónoma de Nuevo León, Monterrey, Mexico
| | - Brandon J Coombes
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Marin Veldic
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Susannah J Tye
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA.,Queensland Brain Institute, The University of Queensland, St. Lucia, QLD, Australia
| | - Francisco Romo-Nava
- Lindner Center of HOPE /Department of Psychiatry and Behavioral Neurosciences, University of Cincinnati College of Medicine, Mason, OH, USA
| | - Aysegul Ozerdem
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Miguel L Prieto
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA.,Department of Psychiatry, Facultad de Medicina, Universidad de los Andes, Santiago, Chile.,Mental Health Service, Clínica Universidad de los Andes, Santiago, Chile
| | | | - Nicolas A Nunez
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Balwinder Singh
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | | | - Alessandro Miola
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA.,Department of Neuroscience (DNS), University of Padova, Padua, Italy
| | - Susan L McElroy
- Lindner Center of HOPE /Department of Psychiatry and Behavioral Neurosciences, University of Cincinnati College of Medicine, Mason, OH, USA
| | - Joanna M Biernacka
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA.,Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Eva Morava
- Department of Clinical Genomics, Mayo Clinic, Rochester, MN, USA.,Department of Anatomy, University of Pecs, Medical School, Pecs, Hungary
| | - Tamas Kozicz
- Department of Clinical Genomics, Mayo Clinic, Rochester, MN, USA.,Department of Anatomy, University of Pecs, Medical School, Pecs, Hungary.,Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Mark A Frye
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA.
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8
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Gardea-Resendez M, Winham SJ, Romo-Nava F, Cuellar-Barboza A, Clark MM, Andreazza AC, Cabello-Arreola A, Veldic M, Bond DJ, Singh B, Prieto ML, Nunez NA, Betcher H, Moore KM, Blom T, Colby C, Pendegraft RS, Kelpin SS, Ozerdem A, Miola A, De Filippis E, Biernacka JM, McElroy SL, Frye MA. Quantification of diet quality utilizing the rapid eating assessment for participants-shortened version in bipolar disorder: Implications for prospective depression and cardiometabolic studies. J Affect Disord 2022; 310:150-155. [PMID: 35545158 PMCID: PMC9721194 DOI: 10.1016/j.jad.2022.05.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 05/05/2022] [Indexed: 01/01/2023]
Abstract
OBJECTIVES Recognizing bipolar disorder as a multi-system metabolic condition driven, in part, by binge eating behavior and atypical depressive symptoms, this study aimed to quantify diet quality and evaluate clinical correlates in a bipolar disorder cohort. METHODS Participants from the Mayo Clinic Bipolar Disorder Biobank (n = 734) completed the Rapid Eating Assessment for Participants - Shortened version (REAP-S) to determine diet quality. The average REAP-S score for a U.S. omnivorous diet is 32 (range 13 to 39) with higher scores indicating healthier diet. Demographic variables were collected in a standardized clinical questionnaire. Depressive symptoms were assessed by the Bipolar Inventory of Symptoms Scale. Cardiometabolic variables were retrieved from the electronic health record. Associations between continuous variables and REAP-S scores (total, 'healthy foods' and 'avoidance of unhealthy foods') were assessed using linear regression. RESULTS Overall, our sample had a mean REAP-S score of 27.6 (4.9), suggestive of a lower diet quality than the average general population in the US. There was a significant inverse relationship between mean REAP-S lower scores with increased BMI, waist circumference, disordered eating and depression. All these associations were significantly stronger in female participants. LIMITATIONS EHR cross-sectional data. CONCLUSIONS Our data suggest unhealthy diet quality in bipolar disorder is associated with depression, obesity and cardiometabolic abnormalities. Additional work is encouraged to prospectively track mood and diet quality to further understand the bidirectional relationship and clarify if dietary interventions can positively impact mood. Further delineating potential sex differences in diet quality and depression may provide greater appreciation of modifiable risk factors for future cardiometabolic burden.
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Affiliation(s)
| | - Stacey J. Winham
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Francisco Romo-Nava
- Lindner Center of HOPE/Department of Psychiatry and Behavioral Neurosciences, University of Cincinnati College of Medicine, Mason, OH, USA
| | | | - Matthew M. Clark
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Ana Cristina Andreazza
- Department of Pharmacology and Toxicology and Psychiatry, University of Toronto, Temerty Faculty of Medicine, Toronto, Canada
| | | | - Marin Veldic
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - David J. Bond
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Balwinder Singh
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Miguel L. Prieto
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA, Department of Psychiatry, Facultad de Medicina, Universidad de los Andes, Santiago, Chile, Mental Health Service, Clínica Universidad de los Andes, Santiago, Chile, Center for Biomedical Research and Innovation, Universidad de los Andes, Santiago, Chile
| | - Nicolas A. Nunez
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Hannah Betcher
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | | | - Thomas Blom
- Lindner Center of HOPE/Department of Psychiatry and Behavioral Neurosciences, University of Cincinnati College of Medicine, Mason, OH, USA
| | - Colin Colby
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Sydney S. Kelpin
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Aysegul Ozerdem
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Alessandro Miola
- Department of Neurosciences, Psychiatry Unit, University-Hospital of Padova, Padova, Italy
| | | | - Joanna M. Biernacka
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Susan L. McElroy
- Lindner Center of HOPE/Department of Psychiatry and Behavioral Neurosciences, University of Cincinnati College of Medicine, Mason, OH, USA
| | - Mark A. Frye
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA, Corresponding author at: Department of Psychiatry and Psychology, Mayo Clinic, 200 1st Street SW, Rochester, MN 55902, USA. (M.A. Frye)
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9
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Park JH, Nuñez NA, Gardea-Resendez M, Gerberi DJ, Breitinger S, Veldic M, Frye MA, Singh B. Short Term Second-Generation Antidepressant Monotherapy in Acute Depressive Episodes of Bipolar II Disorder: A Systematic Review and Meta-Analysis. Psychopharmacol Bull 2022; 52:45-72. [PMID: 35721812 PMCID: PMC9172552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Purpose Bipolar II disorder (BD-II) has limited evidence-based treatment guidelines. The aim of this systematic review and meta-analysis was to estimate the efficacy and safety of second-generation antidepressant (SGAD) monotherapy in acute BD-II depression. Methods A literature search was conducted from the database inception through March 2021. Only randomized controlled trials (RCTs) were included. Outcome measures included: response rates, treatment-emergent affective switch (TEAS) rates, discontinuation due to side-effects, and all-cause discontinuation. Risk ratio (RR) was calculated using the Mantel-Haenszel random effects model. Results 3301 studies were screened, and 15 articles were selected for full-text review. Five studies met the inclusion criteria: Four double-blind RCTs (n = 533) and one open-label RCT (n = 83) were included. Two double-blind RCTs [n = 223, SGAD = 110 (venlafaxine = 65, sertraline = 45), lithium/control = 113] were included for meta-analysis. The response rate for SGAD monotherapy compared to lithium monotherapy were similar (RR = 1.44, 95% CI 0.78, 2.66). The TEAS rate for SGAD monotherapy was not significantly different from lithium monotherapy (p = 0.76). The discontinuation rate due to side-effects for SGAD monotherapy was significantly lower than lithium monotherapy with a RR = 0.32, 95% CI 0.11, 0.96, p = 0.04 but all-cause discontinuation rates were similar in both groups. Conclusions Limited data suggests short-term efficacy of venlafaxine and sertraline monotherapy in patients with acute BD-II depression with good side effect tolerability and without significantly increased switch rate. There is an urgent need for RCTs investigating the role of SGAD monotherapy in short and long-term among patients with BD-II.
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Affiliation(s)
- Jin Hong Park
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Nicolas A Nuñez
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Manuel Gardea-Resendez
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Danielle J Gerberi
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Scott Breitinger
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Marin Veldic
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Mark A Frye
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Balwinder Singh
- Park, M.D., Nuñez, M.D., Gardea-Resendez, M.D., Breitinger, M.D., Veldic, M.D. Frye, M.D. Singh, M.D., Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN, USA. Gerberi, M.L.S., Mayo Clinic Libraries, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
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10
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Gardea-Resendez M, Taylor-Desir MJ, Romo-Nava F, Bond D, Vallender EJ, Cuellar-Barboza AB, Prieto ML, Nunez N, Veldic M, Ozerdem A, Singh B, Markota M, Colby CL, Coombes BJ, Biernacka JM, McElroy SL, Frye MA. Clinical Phenotype of Tardive Dyskinesia in Bipolar Disorder. J Clin Psychopharmacol 2022; 42:159-162. [PMID: 35230047 DOI: 10.1097/jcp.0000000000001532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE Recognizing the negative impact that antipsychotic-induced movement disorders have on the quality of life and treatment outcomes in bipolar disorder (BD), this study aimed to assess clinical correlates and antipsychotic use patterns of tardive dyskinesia (TD+) in BD. MATERIALS AND METHODS Participants with and without TD were included. Clinical variables were compared using t-test and χ2 test. Antipsychotic use patterns in TD+, including number of trials, mean doses, and estimated cumulative exposure, were assessed in a case-only analysis. RESULTS The prevalence rate of TD was 5.1%. In comparison to the TD- group (n = 1074), TD+ participants (n = 58) were older, more likely to be female and have type I bipolar illness. There were 60.3% of the TD+ group that continued using antipsychotics at study entry and had a mean cumulative exposure to antipsychotics of 18.2 ± 15.6 years. Average dose, in haloperidol equivalents, was 5.9 ± 3.5 mg and 77.7% of the trials were second-generation antipsychotics. CONCLUSIONS This study confirms previously identified TD risk factors, such as age, sex, and bipolar subtype in a large BD cohort. Limitations included a cross-sectional design and the lack of tardive illness severity assessment. As atypical antipsychotics continue to be primary mood stabilization treatment, attempting to harmonize large data sets to identify additional biomarkers of tardive risk will optimize individualized care for patients with BD.
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Affiliation(s)
| | | | | | - David Bond
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN
| | - Eric J Vallender
- Department of Psychiatry and Human Behavior, The University of Mississippi Medical Center, Jackson, MS
| | | | | | - Nicolas Nunez
- From the Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN
| | - Marin Veldic
- From the Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN
| | - Aysegul Ozerdem
- From the Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN
| | - Balwinder Singh
- From the Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN
| | - Matej Markota
- From the Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN
| | - Colin L Colby
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | | | | | - Susan L McElroy
- Lindner Center of HOPE/University of Cincinnati, Cincinnati, OH
| | - Mark A Frye
- From the Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN
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11
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Gardea-Resendez M, Kucuker MU, Blacker CJ, Ho AMC, Croarkin PE, Frye MA, Veldic M. Dissecting the Epigenetic Changes Induced by Non-Antipsychotic Mood Stabilizers on Schizophrenia and Affective Disorders: A Systematic Review. Front Pharmacol 2020; 11:467. [PMID: 32390836 PMCID: PMC7189731 DOI: 10.3389/fphar.2020.00467] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 03/25/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Epimutations secondary to gene-environment interactions have a key role in the pathophysiology of major psychiatric disorders. In vivo and in vitro evidence suggest that mood stabilizers can potentially reverse epigenetic deregulations found in patients with schizophrenia or mood disorders through mechanisms that are not yet fully understood. However, their activity on epigenetic processes has made them a research target for therapeutic approaches. METHODS We conducted a comprehensive literature search of PubMed and EMBASE for studies investigating the specific epigenetic changes induced by non-antipsychotic mood stabilizers (valproate, lithium, lamotrigine, and carbamazepine) in animal models, human cell lines, or patients with schizophrenia, bipolar disorder, or major depressive disorder. Each paper was reviewed for the nature of research, the species and tissue examined, sample size, mood stabilizer, targeted gene, epigenetic changes found, and associated psychiatric disorder. Every article was appraised for quality using a modified published process and those who met a quality score of moderate or high were included. RESULTS A total of 2,429 records were identified; 1,956 records remained after duplicates were removed and were screened via title, abstract and keywords; 129 records were selected for full-text screening and a remaining of 38 articles were included in the qualitative synthesis. Valproate and lithium were found to induce broader epigenetic changes through different mechanisms, mainly DNA demethylation and histones acetylation. There was less literature and hence smaller effects attributable to lamotrigine and carbamazepine could be associated overall with the small number of studies on these agents. Findings were congruent across sample types. CONCLUSIONS An advanced understanding of the specific epigenetic changes induced by classic mood stabilizers in patients with major psychiatric disorders will facilitate personalized interventions. Further related drug discovery should target the induction of selective chromatin remodeling and gene-specific expression effects.
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Affiliation(s)
| | - Mehmet Utku Kucuker
- Department of Psychiatry and Psychology, Mayo Clinic Depression Center, Mayo Clinic, Rochester, MN, United States
| | - Caren J. Blacker
- Department of Psychiatry and Psychology, Mayo Clinic Depression Center, Mayo Clinic, Rochester, MN, United States
| | - Ada M.-C. Ho
- Department of Psychiatry and Psychology, Mayo Clinic Depression Center, Mayo Clinic, Rochester, MN, United States
| | - Paul E. Croarkin
- Department of Psychiatry and Psychology, Mayo Clinic Depression Center, Mayo Clinic, Rochester, MN, United States
| | - Mark A. Frye
- Department of Psychiatry and Psychology, Mayo Clinic Depression Center, Mayo Clinic, Rochester, MN, United States
| | - Marin Veldic
- Department of Psychiatry and Psychology, Mayo Clinic Depression Center, Mayo Clinic, Rochester, MN, United States
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