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Rabiller G, Ip Z, Zarrabian S, Zhang H, Sato Y, Yazdan-Shahmorad A, Liu J. Type-2 Diabetes Alters Hippocampal Neural Oscillations and Disrupts Synchrony between the Hippocampus and Cortex. Aging Dis 2024; 15:2255-2270. [PMID: 38029397 PMCID: PMC11346393 DOI: 10.14336/ad.2023.1106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/06/2023] [Indexed: 12/01/2023] Open
Abstract
Type 2 diabetes mellitus (T2DM) increases the risk of neurological diseases, yet how brain oscillations change as age and T2DM interact is not well characterized. To delineate the age and diabetic effect on neurophysiology, we recorded local field potentials with multichannel electrodes spanning the somatosensory cortex and hippocampus (HPC) under urethane anesthesia in diabetic and normoglycemic control mice, at 200 and 400 days of age. We analyzed the signal power of brain oscillations, brain state, sharp wave associate ripples (SPW-Rs), and functional connectivity between the cortex and HPC. We found that while both age and T2DM were correlated with a breakdown in long-range functional connectivity and reduced neurogenesis in the dentate gyrus and subventricular zone, T2DM further slowed brain oscillations and reduced theta-gamma coupling. Age and T2DM also prolonged the duration of SPW-Rs and increased gamma power during SPW-R phase. Our results have identified potential electrophysiological substrates of hippocampal changes associated with T2DM and age. The perturbed brain oscillation features and diminished neurogenesis may underlie T2DM-accelerated cognitive impairment.
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Affiliation(s)
- Gratianne Rabiller
- Department of Neurological Surgery, University of California at San Francisco, San Francisco, CA, USA
- San Francisco VA medical Center, San Francisco, CA, USA
| | - Zachary Ip
- Departments of Bioengineering, University of Washington, Seattle, WA, USA
| | - Shahram Zarrabian
- Department of Neurological Surgery, University of California at San Francisco, San Francisco, CA, USA
- San Francisco VA medical Center, San Francisco, CA, USA
| | - Hongxia Zhang
- Department of Neurological Surgery, University of California at San Francisco, San Francisco, CA, USA
- San Francisco VA medical Center, San Francisco, CA, USA
| | - Yoshimichi Sato
- Department of Neurological Surgery, University of California at San Francisco, San Francisco, CA, USA
- San Francisco VA medical Center, San Francisco, CA, USA
- Department of Neurosurgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Azadeh Yazdan-Shahmorad
- Departments of Bioengineering, University of Washington, Seattle, WA, USA
- Electrical and Computer Engineering, University of Washington, Seattle, WA, USA
| | - Jialing Liu
- Department of Neurological Surgery, University of California at San Francisco, San Francisco, CA, USA
- San Francisco VA medical Center, San Francisco, CA, USA
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Huang CJ, Lin CH, Liu TL, Lin PC, Chu CC, Wang JJ, Wei CW, Weng SF. Healthcare Utilization and Its Correlates in Comorbid Type 2 Diabetes Mellitus and Generalized Anxiety Disorder. Psychiatr Q 2024; 95:233-252. [PMID: 38639873 DOI: 10.1007/s11126-024-10072-z] [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] [Accepted: 03/25/2024] [Indexed: 04/20/2024]
Abstract
This study investigated the healthcare utilization and medical expenditure of type 2 diabetes mellitus (T2DM) patients with generalized anxiety disorder (GAD) and identified the associated factors. The healthcare utilization and expenditure of T2DM patients with (case group) and without (control group) GAD between 2002 and 2013 were examined using the population-based Taiwan National Health Insurance Research Database. Healthcare utilization included outpatient visits and hospitalization; health expenditure included outpatient, inpatient, and total medical expenditure. Moreover, nonpsychiatric healthcare utilization and medical expenditure were distinguished from total healthcare utilization and medical expenditure. The average healthcare utilization, including outpatient visits and hospitalization, was significantly higher for the case group than for the control group (total and nonpsychiatric). The results regarding differences in average outpatient expenditure (total and nonpsychiatric), inpatient expenditure (total and nonpsychiatric), and total expenditure (total and nonpsychiatric) between the case and control groups are inconsistent. Sex, age, income, comorbidities/complications, and the diabetes mellitus complication severity index were significantly associated with outpatient visits, medical expenditure, and hospitalization in the case group (total and nonpsychiatric). Greater knowledge of factors affecting healthcare utilization and expenditure in comorbid individuals may help healthcare providers intervene to improve patient management and possibly reduce the healthcare burden in the future.
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Affiliation(s)
- Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- Department of Psychiatry, School of Post-Baccalaureate Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Psychiatry, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ching-Hua Lin
- Department of Psychiatry, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, Kaohsiung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung, Taiwan
| | - Tai-Ling Liu
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- Department of Psychiatry, School of Medicine and Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Pai-Cheng Lin
- Department of Psychiatry, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chin-Chen Chu
- Department of Anesthesiology, Chi-Mei Medical Center, Tainan, Taiwan
| | - Jhi-Joung Wang
- Department of Anesthesiology, Chi-Mei Medical Center, Tainan, Taiwan
- Department of Medical Research, Chi-Mei Medical Center, Tainan, Taiwan
| | - Chun-Wang Wei
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Shih-Feng Weng
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Center for Medical Informatics and Statistics, Office of R&D, Kaohsiung Medical University, Kaohsiung, Taiwan.
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.
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Tzeng WC, Feng HP. Dietary Management in Individuals With Serious Mental Illness and Comorbid Diabetes: A Focused Ethnography Study. J Nurs Res 2023; 31:e292. [PMID: 37522625 DOI: 10.1097/jnr.0000000000000571] [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: 08/01/2023] Open
Abstract
BACKGROUND Patients with serious mental illness (SMI) are more likely to have Type 2 diabetes mellitus (T2DM). However, studies that discuss the eating habits of patients with both T2DM and SMI are lacking. PURPOSE This study was designed to explore the beliefs and experiences of Taiwanese patients with SMI who also have T2DM. METHODS Fieldwork for this study included 2 years of participant observation and individual interviews with 13 patients with SMI. Data from transcripts of observational field notes and interviews were transcribed verbatim and analyzed. RESULTS The participants described their experiences and concerns regarding dietary management during the period after receiving their T2DM diagnosis. The results of the data analysis were distinguished into three categories, including (a) increased difficulty in life, (b) positive view of dietary control, and (c) inability to abide by dietary restrictions. CONCLUSIONS The findings suggest that healthcare professionals should work to better understand the challenges faced by patients with SMI and T2DM in implementing changes and resisting the temptation to eat unhealthy food and provide suggestions tailored to their cultural background, lifestyle, and eating characteristics.
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Affiliation(s)
- Wen-Chii Tzeng
- PhD, RN, Professor, School of Nursing, National Defense Medical Center, Taipei City, Taiwan, ROC
| | - Hsin-Pei Feng
- PhD, RN, Assistant Professor, School of Nursing, National Defense Medical Center, Taipei City, Taiwan, ROC
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4
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Rabiller G, Ip Z, Zarrabian S, Zhang H, Sato Y, Yazdan-Shahmorad A, Liu J. Type-2 diabetes alters hippocampal neural oscillations and disrupts synchrony between hippocampus and cortex. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.25.542288. [PMID: 37292743 PMCID: PMC10245872 DOI: 10.1101/2023.05.25.542288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Type 2 diabetes mellitus (T2DM) increases the risk of neurological diseases, yet how brain oscillations change as age and T2DM interact is not well characterized. To delineate the age and diabetic effect on neurophysiology, we recorded local field potentials with multichannel electrodes spanning the somatosensory cortex and hippocampus (HPC) under urethane anesthesia in diabetic and normoglycemic control mice, at 200 and 400 days of age. We analyzed the signal power of brain oscillations, brain state, sharp wave associate ripples (SPW-Rs), and functional connectivity between the cortex and HPC. We found that while both age and T2DM were correlated with a breakdown in long-range functional connectivity and reduced neurogenesis in the dentate gyrus and subventricular zone, T2DM further slowed brain oscillations and reduced theta-gamma coupling. Age and T2DM also prolonged the duration of SPW-Rs and increased gamma power during SPW-R phase. Our results have identified potential electrophysiological substrates of hippocampal changes associated with T2DM and age. The perturbed brain oscillation features and diminished neurogenesis may underlie T2DM-accelerated cognitive impairment.
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5
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Huang CJ, Liu TL, Huang YT, Hsieh HM, Chang CC, Chu CC, Wei CW, Weng SF. Healthcare burden and factors of type 2 diabetes mellitus with Schizophrenia. Eur Arch Psychiatry Clin Neurosci 2022; 272:519-529. [PMID: 33860331 DOI: 10.1007/s00406-021-01258-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 03/30/2021] [Indexed: 02/08/2023]
Abstract
This study investigated healthcare utilization and expenditure for patients with type 2 diabetes mellitus and schizophrenia and associated factors. Healthcare utilization (outpatient visits and hospitalization) and expenditure (outpatient, inpatient, and total medical expenditure) between 2002 and 2013 of patients with T2DM with schizophrenia (case group) and without (control group) were examined using the Taiwan National Health Insurance Research Database. (1) The average total numbers of outpatient visits and hospital admissions of the case group were 35.14 outpatient visits and 1.09 hospital admissions significantly higher than those of the control group in the whole study period (based on every 3-year period). Nonpsychiatric outpatient visits and nonpsychiatric hospital admissions were significantly more numerous for the case group. (2) The total outpatient expenditure, total inpatient expenditure, and total medical expenditure of the case group were NT$65,000, NT$170,000, and NT$235,000 significantly higher than those of the control group, respectively. Nonpsychiatric outpatient expenditure was significantly lower for the case group, but the inpatient and total nonpsychiatric medical expenditure were similar between groups. (3) Patients who were elder of low income, with complications, and high diabetes mellitus complication severity index had higher total numbers of outpatient visits and hospitalizations and medical expenditure. (4) Women had a higher number of outpatient visits but a lower number of hospitalization and medical expenditure. Lower non-psychiatric outpatient expenditure despite more visits indicated non-psychiatrist may not understand schizophrenia patients and cannot communicate well with them, leading to neglect of medical evaluation and treatment that should be carried out.
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Affiliation(s)
- Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, 100, Shih-Chuan 1st Road, San Ming District, Kaohsiung, 807, Taiwan
| | - Tai-Ling Liu
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Psychiatry, School of Medicine and Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yu-Ting Huang
- Division of Medical Statistics and Bioinformatics, Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung Medical University, No. 100, Tzyou 1st Road, Kaohsiung, 807, Taiwan
| | - Hui-Min Hsieh
- Department of Public Health, Kaohsiung Medical University, 100, Shih-Chuan 1st Road, San Ming District, Kaohsiung, 807, Taiwan
| | - Chih-Cheng Chang
- Department of Psychiatry, Chi Mei Medical Center, 442, Section. 2, Shulin Street, South District, Tainan, 702, Taiwan.,Department of Health Psychology, Chang Jung Christian University, Tainan, Taiwan
| | - Chin-Chen Chu
- Department of Anesthesiology, Chi-Mei Medical Center, 901, Chung Hwa Rd, Yung Kang District, Tainan, 710, Taiwan
| | - Chun-Wang Wei
- Department of Healthcare Administration and Medical Informatics, College of Health Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shih-Feng Weng
- Department of Healthcare Administration and Medical Informatics, College of Health Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan. .,Center for Medical Informatics and Statistics, Office of R&D, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Center for Big Data Research, Kaohsiung Medical University, Kaohsiung, Taiwan.
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6
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Martin H, Bullich S, Guiard BP, Fioramonti X. The impact of insulin on the serotonergic system and consequences on diabetes-associated mood disorders. J Neuroendocrinol 2021; 33:e12928. [PMID: 33506507 DOI: 10.1111/jne.12928] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/20/2020] [Accepted: 12/02/2020] [Indexed: 12/12/2022]
Abstract
The idea that insulin could influence emotional behaviours has long been suggested. However, the underlying mechanisms have yet to be solved and there is no direct and clear-cut evidence demonstrating that such action involves brain serotonergic neurones. Indeed, initial arguments in favour of the association between insulin, serotonin and mood arise from clinical or animal studies showing that impaired insulin action in type 1 or type 2 diabetes causes anxiety- and depressive symptoms along with blunted plasma and brain serotonin levels. The present review synthesises the main mechanistic hypotheses that might explain the comorbidity between diabetes and depression. It also provides a state of knowledge of the direct and indirect experimental evidence that insulin modulates brain serotonergic neurones. Finally, it highlights the literature suggesting that antidiabetic drugs present antidepressant-like effects and, conversely, that serotonergic antidepressants impact glucose homeostasis. Overall, this review provides mechanistic insights into how insulin signalling alters serotonergic neurotransmission and related behaviours bringing new targets for therapeutic options.
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Affiliation(s)
- Hugo Martin
- NutriNeuro, UMR 1286 INRAE, Bordeaux INP, Bordeaux University, Bordeaux, France
| | - Sébastien Bullich
- Centre de Recherches sur la Cognition Animale (CRCA), Centre de Biologie Intégrative (CBI), CNRS UMR5169, UPS, Université de Toulouse, Toulouse, France
| | - Bruno P Guiard
- Centre de Recherches sur la Cognition Animale (CRCA), Centre de Biologie Intégrative (CBI), CNRS UMR5169, UPS, Université de Toulouse, Toulouse, France
| | - Xavier Fioramonti
- NutriNeuro, UMR 1286 INRAE, Bordeaux INP, Bordeaux University, Bordeaux, France
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7
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Gutiérrez-Rojas L, Porras-Segovia A, Dunne H, Andrade-González N, Cervilla JA. Prevalence and correlates of major depressive disorder: a systematic review. ACTA ACUST UNITED AC 2020; 42:657-672. [PMID: 32756809 DOI: 10.1590/1516-4446-2020-0650] [Citation(s) in RCA: 195] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 03/03/2020] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Major depressive disorder (MDD) is one of the most disabling mental illnesses and it has a significant impact on society. This review aims to provide updated scientific evidence about the epidemiology of MDD. METHODS A systematic literature review of the PubMed and MEDLINE databases was performed to identify articles on the prevalence of MDD and its correlates. The search was restricted to manuscripts published between January 2001 and December 2018. RESULTS Sixty-three articles were included in the review. The lifetime prevalence of MDD ranged from 2 to 21%, with the highest rates found in some European countries and the lowest in some Asian countries. The main sociodemographic correlates were separated/divorced marital status and female gender. Child abuse, intimate partner violence, and comorbidity with other physical and mental disorders also were consistently associated with MDD across the reviewed studies. CONCLUSIONS MDD is a highly prevalent condition worldwide. There are remarkable interregional differences in the disorder's prevalence, as well as in certain sociodemographic correlates. MDD is also highly comorbid with physical and mental health problems.
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Affiliation(s)
- Luis Gutiérrez-Rojas
- Departamento de Psiquiatría, Facultad de Medicina, Universidad de Granada, Granada, Spain
| | | | - Henry Dunne
- Brighton and Sussex University Hospital, Brighton, UK
| | - Nelson Andrade-González
- Grupo de Investigación en Procesos Relacionales y Psicoterapia, Departamento de Medicina y Especialidades Médicas, Facultad de Medicina y Ciencias de la Salud, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
| | - Jorge A Cervilla
- Departamento de Psiquiatría, Facultad de Medicina, Universidad de Granada, Granada, Spain
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9
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Li CI, Liu CS, Lin CH, Lin WY, Lee YD, Yang SY, Li TC, Lin CC. Competing risk analysis on visit-to-visit glucose variations and risk of depression: The Taiwan Diabetes Study. DIABETES & METABOLISM 2019; 46:223-229. [PMID: 31472230 DOI: 10.1016/j.diabet.2019.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 08/09/2019] [Accepted: 08/20/2019] [Indexed: 10/26/2022]
Abstract
AIM Patients with diabetes have higher rates of depression than does the general population, but diabetes management mainly aims to maintain glucose stability. For this reason, our study assessed the relationship between 1-year variations in fasting plasma glucose (FPG) and risk of depression in Chinese patients with type 2 diabetes (T2D). METHODS This retrospective cohort study was conducted on 32,829 patients aged ≥30 years who were diagnosed with T2D and who participated in the National Diabetes Case Management Program in Taiwan. Their 1-year FPG variation as a predictor was determined by coefficient of variation (CV), whereas depressive events were analyzed by Cox's proportional hazards models. RESULTS During a mean 8.23 years of follow-up, 1041 new cases of depression were diagnosed. When patients were grouped based on quartiles of FPG-CV, incidence rates were 3.23, 3.49, 3.96 and 4.80 per 1000 person-years in the first, second, third and fourth quartile subgroups, respectively. After adjusting for traditional risk factors, baseline fasting glucose and HbA1c levels, and diabetes complications, FPG-CV was independently linked with incident depression. Hazard ratios of depression for FPG-CV in the fourth vs first quartile subgroups was 1.33 (95% CI: 1.11-1.59), respectively. CONCLUSION Patients whose 1-year FPG variations were>42.6% had an increased risk of depression, thus suggesting that FPG variations may be a predictor of depression in patients with T2D. Also, glucose variation during outpatient visits may be an indicator for individualized diabetes management in clinical practice.
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Affiliation(s)
- C-I Li
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan; Department of Medical Research, China Medical University Hospital, Taichung, Taiwan
| | - C-S Liu
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan; Department of Medical Research, China Medical University Hospital, Taichung, Taiwan; Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - C-H Lin
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan; Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - W-Y Lin
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan; Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Y-D Lee
- Department of Psychiatry, Medical College, National Cheng-Kung University, Tainan, Taiwan
| | - S-Y Yang
- Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan
| | - T-C Li
- Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan; Department of Healthcare Administration, College of Medical and Health Science, Asia University, Taichung, Taiwan.
| | - C-C Lin
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan; Department of Medical Research, China Medical University Hospital, Taichung, Taiwan; Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan.
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10
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Hsu JH, Chien IC, Lin CH. Increased risk of chronic liver disease in patients with major depressive disorder: A population-based study. J Affect Disord 2019; 251:180-185. [PMID: 30927578 DOI: 10.1016/j.jad.2019.03.070] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 03/11/2019] [Accepted: 03/21/2019] [Indexed: 01/09/2023]
Abstract
OBJECTIVE This study investigated the prevalence and incidence of chronic liver disease in patients with major depressive disorder (MDD), and aimed to identify associated factors. METHODS Data of 766,427 adult subjects aged ≥18 years were randomly selected from the National Health Research Institute database from the year 2005. The study first searched for subjects with at least one primary diagnosis of MDD in 2005, and then for those with a primary or secondary diagnosis of chronic liver disease were also identified. The differences in the prevalence of chronic liver disease and its associated factors between patients with MDD and the general population in 2005 were then analyzed. We also compared the incidence of chronic liver disease in patients with MDD and in the general population from 2006 to 2010. RESULTS The prevalence of chronic liver disease in patients with MDD was 2.27 times as high as that of the general population in 2005 (12.4% vs. 5.8%; odds ratio (OR) = 2.27; 95% confidence interval (CI) = 2.07-2.48). The average annual incidence of chronic liver disease in patients with MDD during 2006-2010 was also higher than that of the general population (2.6% vs. 1.7%; risk ratio (RR) = 1.52; 95% CI = 1.37-1.7). CONCLUSIONS Patients with MDD had a significantly higher prevalence and incidence of chronic liver disease than the general population. Among patients with MDD, an older age, the male sex, diabetes, hyperlipidemia and first-generation antipsychotic use were factors associated with chronic liver disease.
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Affiliation(s)
- Jer-Hwa Hsu
- Chia-Yi Hospital, Ministry of Health and Welfare, Chiayi, Taiwan
| | - I-Chia Chien
- Tsaotun Psychiatric Center, Ministry of Health and Welfare, No. 161, Yu-Pin Road, Tsaotun Township, Nantou 54249, Taiwan; Department of Public Health & Institute of Public Health, National Yang-Ming University, Taipei, Taiwan.
| | - Ching-Heng Lin
- Taichung Veteran General Hospital, Taichung, Taiwan; National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
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11
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Huang CJ, Lin CH, Hsieh HM, Chang CC, Chu CC, Sun DP, Weng SF. A longitudinal study of healthcare utilisation and expenditure in people with type 2 diabetes mellitus with and without major depressive disorder. Gen Hosp Psychiatry 2019; 57:50-58. [PMID: 30908962 DOI: 10.1016/j.genhosppsych.2018.09.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 09/12/2018] [Accepted: 09/16/2018] [Indexed: 12/18/2022]
Abstract
OBJECTIVE This study investigated the healthcare service utilisation and expenditure of patients with type 2 diabetes mellitus (T2DM) and major depressive disorder (MDD) and identified associated factors. METHODS Healthcare service utilisation and expenditure of patients with T2DM with and without MDD during 2002-2013 were examined using Taiwan's population-based National Health Insurance claims database. Healthcare service utilisation included outpatient visits and inpatient admissions, and health expenditure included outpatient, inpatient, and total medical expenditure. Moreover, non-psychiatric health service utilisation and expenditure were distinguished from total health service utilisation and medical expenditure. RESULTS Average healthcare service utilisation was significantly higher in those with comorbid MDD (both total and non-psychiatric utilisation). The higher overall costs of the patients with comorbid MDD largely driven by psychiatric costs and non-psychiatric costs between the groups were not significantly different. Gender, age, income, comorbidities and complications, and diabetes complications severity index were significant factors in outpatient visits, medical expenditure, and hospitalisation in those with comorbid MDD. CONCLUSIONS Type 2 diabetes patients with comorbid MDD were found to have higher costs, and that they appeared to be driven by more visits in the first 6 years and by psychiatric-related costs rather than general medical costs.
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Affiliation(s)
- Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, 100, Shih-Chuan 1st Road, San Ming District, Kaohsiung 807, Taiwan
| | - Ching-Hua Lin
- Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, 100, Shih-Chuan 1st Road, San Ming District, Kaohsiung 807, Taiwan; Department of Adult Psychiatry, Kai-Suan Psychiatric Hospital, Taiwan
| | - Hui-Min Hsieh
- Department of Public Health, Kaohsiung Medical University, 100, Shih-Chuan 1st Road, San Ming District, Kaohsiung 807, Taiwan
| | - Chih-Cheng Chang
- Department of Psychiatry, Chi Mei Medical Center, 442, Section 2, Shulin Street, South District, Tainan City 702, Taiwan; Department of Health Psychology, Chang Jung Christian University, 1, Changda Rd., Gueiren District, Tainan City 711, Taiwan
| | - Chin-Chen Chu
- Department of Anesthesiology, Chi-Mei Medical Center, 901, Chung Hwa Rd, Yung Kang District, Tainan 710, Taiwan
| | - Ding-Ping Sun
- Department of Surgery, Chi-Mei Medical Center, 901, Chung Hwa Rd, Yung Kang District, Tainan 710, Taiwan
| | - Shih-Feng Weng
- Department of Healthcare Administration and Medical Informatics, College of Health Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.
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12
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Mamakou V, Hackinger S, Zengini E, Tsompanaki E, Marouli E, Serafetinidis I, Prins B, Karabela A, Glezou E, Southam L, Rayner NW, Kuchenbaecker K, Lamnissou K, Kontaxakis V, Dedoussis G, Gonidakis F, Thanopoulou A, Tentolouris N, Zeggini E. Combination therapy as a potential risk factor for the development of type 2 diabetes in patients with schizophrenia: the GOMAP study. BMC Psychiatry 2018; 18:249. [PMID: 30071838 PMCID: PMC6090901 DOI: 10.1186/s12888-018-1826-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 07/23/2018] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Schizophrenia (SCZ) is associated with increased risk of type 2 diabetes (T2D). The potential diabetogenic effect of concomitant application of psychotropic treatment classes in patients with SCZ has not yet been evaluated. The overarching goal of the Genetic Overlap between Metabolic and Psychiatric disease (GOMAP) study is to assess the effect of pharmacological, anthropometric, lifestyle and clinical measurements, helping elucidate the mechanisms underlying the aetiology of T2D. METHODS The GOMAP case-control study (Genetic Overlap between Metabolic and Psychiatric disease) includes hospitalized patients with SCZ, some of whom have T2D. We enrolled 1653 patients with SCZ; 611 with T2D and 1042 patients without T2D. This is the first study of SCZ and T2D comorbidity at this scale in the Greek population. We retrieved detailed information on first- and second-generation antipsychotics (FGA, SGA), antidepressants and mood stabilizers, applied as monotherapy, 2-drug combination, or as 3- or more drug combination. We assessed the effects of psychotropic medication, body mass index, duration of schizophrenia, number of hospitalizations and physical activity on risk of T2D. Using logistic regression, we calculated crude and adjusted odds ratios (OR) to identify associations between demographic factors and the psychiatric medications. RESULTS Patients with SCZ on a combination of at least three different classes of psychiatric drugs had a higher risk of T2D [OR 1.81 (95% CI 1.22-2.69); p = 0.003] compared to FGA alone therapy, after adjustment for age, BMI, sex, duration of SCZ and number of hospitalizations. We did not find evidence for an association of SGA use or the combination of drugs belonging to two different classes of psychiatric medications with increased risk of T2D [1.27 (0.84-1.93), p = 0.259 and 0.98 (0.71-1.35), p = 0.885, respectively] compared to FGA use. CONCLUSIONS We find an increased risk of T2D in patients with SCZ who take a combination of at least three different psychotropic medication classes compared to patients whose medication consists only of one or two classes of drugs.
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Affiliation(s)
- Vasiliki Mamakou
- Medical School, National and Kapodistrian University Athens, 75 M. Assias Street, 115 27, Athens, Greece. .,Dromokaiteio Psychiatric Hospital, 124 61, Athens, Greece.
| | - Sophie Hackinger
- 0000 0004 0606 5382grid.10306.34Wellcome Sanger Institute, Hinxton, Cambridge, HH CB10 1 UK
| | - Eleni Zengini
- Dromokaiteio Psychiatric Hospital, 124 61 Athens, Greece ,0000 0004 1936 9262grid.11835.3eDepartment of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - Evgenia Tsompanaki
- 0000 0001 2179 8267grid.16299.35School of Information Sciences and Technology, Department of Statistics, Athens University of Economics and Business, 10434 Athens, Greece
| | - Eirini Marouli
- 0000 0001 2171 1133grid.4868.2William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, EC1M 6BQ, London, UK
| | - Ioannis Serafetinidis
- grid.414012.2Department of Gastroenterology, Gennimatas General Hospital, 11527 Athens, Greece
| | - Bram Prins
- 0000 0004 0606 5382grid.10306.34Wellcome Sanger Institute, Hinxton, Cambridge, HH CB10 1 UK
| | | | - Eirini Glezou
- Dromokaiteio Psychiatric Hospital, 124 61 Athens, Greece
| | - Lorraine Southam
- 0000 0004 0606 5382grid.10306.34Wellcome Sanger Institute, Hinxton, Cambridge, HH CB10 1 UK ,0000 0004 1936 8948grid.4991.5Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Nigel W. Rayner
- 0000 0004 0606 5382grid.10306.34Wellcome Sanger Institute, Hinxton, Cambridge, HH CB10 1 UK ,0000 0004 1936 8948grid.4991.5Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK ,0000 0004 0606 4224grid.470392.bOxford Centre for Diabetes Endocrinology and Metabolism, Oxford, UK
| | - Karoline Kuchenbaecker
- 0000 0004 0606 5382grid.10306.34Wellcome Sanger Institute, Hinxton, Cambridge, HH CB10 1 UK
| | - Klea Lamnissou
- 0000 0001 2155 0800grid.5216.0National and Kapodistrian University of Athens, Department of Biology, Athens, Panepistimioupolis, AnoIlisia, 15771 Athens, Greece
| | - Vassilis Kontaxakis
- 0000 0001 2155 0800grid.5216.0Early Psychosis Unit, 1st Department of Psychiatry, Eginition Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - George Dedoussis
- 0000 0004 0622 2843grid.15823.3dDepartment of Nutrition-Dietetics, Harokopio University, 17671 Athens, Greece
| | - Fragiskos Gonidakis
- 0000 0001 2155 0800grid.5216.01st Psychiatric Department, Eginition Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Anastasia Thanopoulou
- 0000 0001 2155 0800grid.5216.0Diabetes Centre, 2nd Department of Internal Medicine, Hippokration General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Nikolaos Tentolouris
- First Department of Propaedeutic Internal Medicine, National and Kapodistrian University of Athens, Medical School, Laiko General Hospital, 11527 Athens, Greece
| | - Eleftheria Zeggini
- 0000 0004 0606 5382grid.10306.34Wellcome Sanger Institute, Hinxton, Cambridge, HH CB10 1 UK
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Meng R, Liu N, Yu C, Pan X, Lv J, Guo Y, Bian Z, Yang L, Chen Y, Chen Z, Pan A, Li L. Association between major depressive episode and risk of type 2 diabetes: A large prospective cohort study in Chinese adults. J Affect Disord 2018; 234. [PMID: 29522945 PMCID: PMC5909035 DOI: 10.1016/j.jad.2018.02.052] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
OBJECTIVE We aimed to prospectively evaluate the association between major depressive episode (MDE) and risk of type 2 diabetes in a Chinese population. METHODS We used data from the China Kadoorie Biobank study, in which 461,213 participants free of diabetes, coronary heart disease, stroke, and cancer were followed from baseline (2004-2008) to December 31, 2013. A modified Chinese version of Composite International Diagnostic Interview Short-Form (CIDI-SF) was used to assess past year MDE. Participants who responded positive to depression screening questions but did not meet the diagnosis criteria were considered as having depressive symptoms only. Incident diabetes cases were identified through linkage with established regional disease registries and national health insurance databases. Cox proportional hazards regression model was used to calculate hazard ratio (HR) and 95% confidence interval (CI) for the association after adjusting for diabetes risk factors. RESULTS We documented 8784 incident type 2 diabetes cases during a follow-up of 3291,908 person-years. We observed a higher incidence rate of type 2 diabetes in participants with MDE than those without, and the multivariable-adjusted HR was 1.31 (95% CI 1.04-1.66). Compared with participants without depressive symptoms, the HR (95% CI) was 1.19 (1.05-1.35) for participants with depressive symptoms only and 1.32 (1.05-1.68) for those with MDE. LIMITATIONS The prevelance of past year MDE based on CIDI-SF was low, which might result in a selection bias. CONCLUSIONS In our large prospective cohort study of Chinese adults, MDE was significantly and independently associated with an increased risk of type 2 diabetes.
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Affiliation(s)
- Ruiwei Meng
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Na Liu
- Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Xiongfei Pan
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Yu Guo
- Chinese Academy of Medical Sciences, Beijing, China
| | - Zheng Bian
- Chinese Academy of Medical Sciences, Beijing, China
| | - Ling Yang
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Yiping Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - An Pan
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China; Chinese Academy of Medical Sciences, Beijing, China.
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Whicher CA, Price HC, Holt RIG. Mechanisms in endocrinology: Antipsychotic medication and type 2 diabetes and impaired glucose regulation. Eur J Endocrinol 2018; 178:R245-R258. [PMID: 29559497 DOI: 10.1530/eje-18-0022] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 03/15/2018] [Indexed: 12/17/2022]
Abstract
OBJECTIVE There have been concerns about the effects of antipsychotics on weight gain and the development of type 2 diabetes (T2DM). This article aims to provide an up-to-date review on the evidence addressing this issue and the practical implications for the management of people taking antipsychotics in the context of T2DM. METHODS We carried out searches on MEDLINE/PUBMED and the ClinicalTrials.gov website in August 2017 using the terms 'antipsychotic' and 'diabetes' or 'glucose' citing articles published after 2006 preferentially. RESULTS Antipsychotics are associated with T2DM and are likely to exert a causal effect of uncertain magnitude. Children and adolescents appear especially vulnerable to these metabolic effects; as T2DM is not common in healthy younger people, the relative risk is more apparent. Antipsychotics act on glucose and insulin homeostasis in a variety of direct and indirect mechanisms. To reduce the increasing health inequalities among individuals with mental illness screening, monitoring and prevention of T2DM is important, as is improved diabetes care in this population. CONCLUSION It remains unclear whether these antipsychotic medications exacerbate an underlying predisposition to the development of T2DM or have a direct effect. Potential risks need to be weighed up and balanced between improved and lasting mental health benefits and any detrimental physical health side effects. Achieving parity of esteem between mental and physical health is a worldwide priority if we wish to improve life expectancy and quality of life in people with severe mental illness.
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Affiliation(s)
- Clare A Whicher
- Research and Development Department, Tom Rudd Unit, Moorgreen Hospital, Southampton, UK
| | - Hermione C Price
- Research and Development Department, Tom Rudd Unit, Moorgreen Hospital, Southampton, UK
| | - Richard I G Holt
- Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, Southampton, UK
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15
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Sun L, Getz M, Daboul S, Jay M, Sherman S, Rogers E, Aujero N, Rosedale M, Goetz RR, Weissman J, Malaspina D, Ahmad S. Independence of diabetes and obesity in adults with serious mental illness: Findings from a large urban public hospital. J Psychiatr Res 2018; 99:159-166. [PMID: 29482065 PMCID: PMC9714959 DOI: 10.1016/j.jpsychires.2018.01.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 12/26/2017] [Accepted: 01/11/2018] [Indexed: 12/12/2022]
Abstract
OBJECTIVE There is limited research on metabolic abnormalities in psychotropic-naïve patients with serious mental illness (SMI). Our study examined metabolic conditions in a large, ethnically diverse sample of psychotropic-naïve and non-naïve adults with SMI at an urban public hospital. METHODS In this cross-sectional study of 923 subjects, the prevalences of hyperglycemia meeting criteria for type 2 diabetes mellitus (T2DM) based on fasting plasma glucose and obesity defined by BMI and abdominal girth were compared across duration of psychotropic medication exposure. Multiple logistic regression models used hyperglycemia and obesity as dependent variables and age, sex, race/ethnicity, and years on psychotropics as independent variables. RESULTS Psychotropic-naïve patients, including both schizophrenia and non-psychotic subgroups, showed an elevated prevalence of hyperglycemia meeting criteria for T2DM and a decreased prevalence of obesity compared to the general population. Obesity rates significantly increased for those on psychotropic medications more than 5 years, particularly for patients without psychosis (BMI: aOR = 5.23 CI = 1.44-19.07; abdominal girth: aOR = 6.40 CI = 1.98-20.69). Women had a significantly higher obesity rate than men (BMI: aOR = 1.63 CI = 1.17-2.28; abdominal girth: aOR = 3.86 CI = 2.75-5.44). Asians had twice the prevalence of hyperglycemia as whites (aOR = 2.29 CI = 1.43-3.67), despite having significantly less obesity (BMI: aOR = .39 CI = .20-.76; abdominal girth: aOR = .34 CI = .20-.60). Hispanics had a higher rate of obesity by BMI than whites (aOR = 1.91 CI = 1.22-2.99). CONCLUSIONS This study showed disparities between obesity and T2DM in psychotropic-naïve patients with SMI, suggesting separate risk pathways for these two metabolic conditions.
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Affiliation(s)
- Langston Sun
- New York University School of Medicine, Department of Psychiatry, New York, NY, United States
| | - Mara Getz
- New York University School of Medicine, Department of Psychiatry, New York, NY, United States
| | - Sulaima Daboul
- New York University School of Medicine, Department of Psychiatry, New York, NY, United States
| | - Melanie Jay
- New York University, Division of General Internal Medicine and Clinical Innovation, New York, NY, United States; Veterans Affairs New York Harbor Healthcare System, New York, NY, United States
| | - Scott Sherman
- New York University, Department of Population Health, New York, NY, United States; Veterans Affairs New York Harbor Healthcare System, New York, NY, United States
| | - Erin Rogers
- New York University, Department of Population Health, New York, NY, United States
| | - Nicole Aujero
- New York University School of Medicine, Department of Psychiatry, New York, NY, United States
| | - Mary Rosedale
- New York University School of Medicine, Department of Psychiatry, New York, NY, United States; New York University, College of Nursing (deceased), New York, NY, United States
| | - Raymond R Goetz
- New York State Psychiatric Institute and Columbia University Department of Psychiatry, New York, NY, United States
| | - Judith Weissman
- Icahn School of Medicine at Mount Sinai, Departments of Psychiatry and Neuroscience, New York, NY, United States; Veterans Affairs New York Harbor Healthcare System, New York, NY, United States
| | - Dolores Malaspina
- Icahn School of Medicine at Mount Sinai, Departments of Psychiatry and Neuroscience, New York, NY, United States.
| | - Samoon Ahmad
- New York University School of Medicine, Department of Psychiatry, New York, NY, United States
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16
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Huang CJ, Hsieh HM, Tu HP, Jiang HJ, Wang PW, Lin CH. Major depressive disorder in patients with type 2 diabetes mellitus: Prevalence and clinical characteristics. J Affect Disord 2018; 227:141-148. [PMID: 29073576 DOI: 10.1016/j.jad.2017.09.044] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 06/12/2017] [Accepted: 09/24/2017] [Indexed: 01/17/2023]
Abstract
BACKGROUND This study investigated the prevalence of major depressive disorder (MDD) among Taiwanese patients with type 2 diabetes mellitus (T2DM). METHODS We enrolled patients with at least one service claim for ambulatory or inpatient care with a principal diagnosis of MDD and at least two service claims for ambulatory care or one service claim for inpatient care with a principal diagnosis of T2DM, as listed in Taiwan's National Health Insurance database. RESULTS We enrolled 715,756 people from the general population (GP), 61,589 patients with T2DM but without MDD, and 778 patients with both T2DM and MDD. The prevalence of MDD increased from 0.70% to 1.25% in the patients with T2DM, whereas it increased from 0.25% to 0.67% in the GP from 2000 to 2010. The higher prevalence of MDD was associated with the female sex, residing in the southern regions of Taiwan, and having comorbidities of cerebrovascular disease and anxiety disorder as well as higher comorbidity severity (Charlson comorbidity index, 1-2 and > 2). LIMITATIONS One limitation is the use of secondary data on diagnoses of MDD and T2DM. Another limitation is that we could not access some crucial related variables. CONCLUSIONS The prevalence of MDD was higher in the patients with T2DM than in the GP. In this study, the prevalence of MDD in the patients with T2DM was lower than that reported in Western countries.
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Affiliation(s)
- Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Taiwan; Department of Psychiatry, Faculty of medicine, College of medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hui-Min Hsieh
- Department of Public Health, Kaohsiung Medical University, Taiwan
| | - Hung-Pin Tu
- Department of Public Health and Environmental Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Taiwan
| | - He-Jiun Jiang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Peng-Wei Wang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Taiwan; Department of Psychiatry, Faculty of medicine, College of medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ching-Hua Lin
- Department of Psychiatry, Kaohsiung Medical University Hospital, Taiwan; Department of Psychiatry, Faculty of medicine, College of medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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Zhuang QS, Shen L, Ji HF. Quantitative assessment of the bidirectional relationships between diabetes and depression. Oncotarget 2017; 8:23389-23400. [PMID: 28177893 PMCID: PMC5410312 DOI: 10.18632/oncotarget.15051] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Accepted: 01/09/2017] [Indexed: 01/07/2023] Open
Abstract
Diabetes and depression impose an enormous public health burden and the present study aimed to assess quantitatively the bidirectional relationships between the two disorders. We searched databases for eligible articles published until October 2016. A total of 51 studies were finally included in the present bidirectional meta-analysis, among which, 32 studies were about the direction of depression leading to diabetes, and 24 studies about the direction of diabetes leading to depression. Pooled results of the 32 eligible studies covering 1274337 subjects showed that depression patients were at higher risk for diabetes (odds ratio (OR) = 1.34, 95% confidence intervals (CI) = [1.23, 1.46]) than non-depressive subjects. Further gender-subgroup analysis found that the strength of this relationship was stronger in men (OR = 1.63, 95%CI = [1.48, 1.78]) than in women (OR = 1.29, 95%CI = [1.07, 1.51]). For the direction of diabetes leading to depression, pooled data of 24 articles containing 329658 subjects showed that patients with diabetes were at higher risk for diabetes (OR = 1.28, 95%CI = [1.15, 1.42]) than non-diabetic subjects. The available data supports that the relationships between diabetes and depression are bidirectional and the overall strengths are similar in both directions. More mechanistic studies are encouraged to explore the molecular mechanisms underlying the relationships between the two diseases.
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Affiliation(s)
- Qi-Shuai Zhuang
- Shandong Provincial Research Center for Bioinformatic Engineering and Technique, School of Life Sciences, Shandong University of Technology, Zibo, P. R. China
| | - Liang Shen
- Shandong Provincial Research Center for Bioinformatic Engineering and Technique, School of Life Sciences, Shandong University of Technology, Zibo, P. R. China
| | - Hong-Fang Ji
- Shandong Provincial Research Center for Bioinformatic Engineering and Technique, School of Life Sciences, Shandong University of Technology, Zibo, P. R. China
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Huang CJ, Hsieh HM, Chiu HC, Wang PW, Lee MH, Li CY, Lin CH. Health Care Utilization and Expenditures of Patients with Diabetes Comorbid with Depression Disorder: A National Population-Based Cohort Study. Psychiatry Investig 2017; 14:770-778. [PMID: 29209380 PMCID: PMC5714718 DOI: 10.4306/pi.2017.14.6.770] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2016] [Revised: 01/14/2017] [Accepted: 03/31/2017] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE The study investigated to compare health care utilization and expenditures between diabetic patients with and without depression in Taiwan. METHODS Health care utilization and expenditure among diabetic patients with and without depression disorder during 2000 and 2004 were examined using Taiwan's population-based National Health Insurance claims database. Health care utilization included outpatient visits and the use of inpatient services, and health expenditures were outpatient, inpatient, and total medical expenditures. Moreover, general estimation equation models were used for analyzing the factors associated with outpatient visits and expenditures. Multiple logistic regression analysis was applied for identifying the factors associated with hospitalization. RESULTS The average annual outpatient visits and annual total medical expenditures in the study period were 44.23-52.20; NT$87,496-133,077 and 30.75-32.92; NT$64,411-80,955 for diabetic patients with and without depression. After adjustment for covariates, our results revealed that gender and complication were associated with out-patient visits. Moreover, the time factor was associated with the total medical expenditure, and residential urbanization and complication factors were associated with hospitalization. CONCLUSION Health care utilization and expenditures for diabetic patients with depression were significantly higher than those without depression. Sex, complications, time, and urbanization are the factors associated with health care utilization and expenditures.
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Affiliation(s)
- Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hui-Min Hsieh
- Department of Public Health, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Herng-Chia Chiu
- Department of Healthcare Administration and Medical Informatics, College of Health Science, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Peng-Wei Wang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Mei-Hsuan Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chih-Yi Li
- Division of Secretary, Kaohsiung Medical University Hospital, Kaohsiung Medical, Kaohsiung, Taiwan
| | - Ching-Hua Lin
- Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, Kaohsiung, Taiwan
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Tu HP, Hsieh HM, Liu TL, Jiang HJ, Wang PW, Huang CJ. Prevalence of Depressive Disorder in Persons With Type 2 Diabetes: A National Population-Based Cohort Study 2000-2010. PSYCHOSOMATICS 2016; 58:151-163. [PMID: 28190545 DOI: 10.1016/j.psym.2016.11.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2016] [Revised: 11/08/2016] [Accepted: 11/14/2016] [Indexed: 11/28/2022]
Abstract
BACKGROUND Diabetes mellitus, a chronic and disabling disease, is epidemic worldwide. Depressive disorder affects the productivity of workers and leads to disability. OBJECTIVE This study investigated the prevalence of depressive disorder among persons with type 2 diabetes in Taiwan. METHODS We extracted service claims data for subjects who had at least 2 ambulatory care service claims or 1 inpatient service claim with a principal diagnosis of type 2 diabetes and at least 1 ambulatory or inpatient service claim with a principal diagnosis of depressive disorder from Taiwan's National Health Insurance Database. RESULTS From 2000-2010, the prevalence of depressive disorder increased from 3.50-4.07% in people with type 2 diabetes, and from 1.05-2.27% in the general population. The higher prevalence of depressive disorder in persons with type 2 diabetes was associated with being female; residence in central, southern, and eastern Taiwan; residence in urban areas; the comorbidities of hemiplegia or paraplegia, cerebrovascular disease, and anxiety disorder; Charlson Comorbidity Index scores ≥1; diabetes duration >9 years; and the use of rapid-acting insulin injection therapy. CONCLUSIONS The prevalence of depressive disorder is higher among persons with type 2 diabetes than the general population. Consequently, more public health attention should be devoted to the prevention and treatment of this debilitating disease in persons with type 2 diabetes, especially those with the earlier mentioned risk factors.
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Affiliation(s)
- Hung-Pin Tu
- Department of Public Health and Environmental Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hui-Min Hsieh
- Department of Public Health, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tai-Ling Liu
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - He-Jiun Jiang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Peng-Wei Wang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Department of Psychiatry, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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Chien IC, Lin CH. Increased risk of diabetes in patients with anxiety disorders: A population-based study. J Psychosom Res 2016; 86:47-52. [PMID: 27302546 DOI: 10.1016/j.jpsychores.2016.05.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2016] [Revised: 05/03/2016] [Accepted: 05/07/2016] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Few known studies have investigated the epidemiology of diabetes in patients with anxiety disorders. Therefore, the study aimed to determine the prevalence and incidence of diabetes in patients with anxiety disorders. METHODS The National Health Research Institute provided a database of 1,000,000 random subjects for study. We obtained a random sample aged 18years and over 766,427 subjects in 2005. Those study subjects who had at least two primary or secondary diagnoses of anxiety disorders were identified. We compared the prevalence of diabetes in anxiety patients with the general population in 2005. Furthermore, we investigated this cohort from 2006 to 2010 to detect the incident cases of diabetes in anxiety patients compared with the general population. RESULTS The prevalence of diabetes in patients with anxiety disorders was higher than that in the general population (11.89% vs. 5.92%, odds ratio, 1.23; 95% confidence interval, 1.17-1.28) in 2005. The average annual incidence of diabetes in patients with anxiety disorders was also higher than that in the general population (2.25% vs. 1.11%, risk ratio 1.34; 95% confidence interval, 1.28-1.41) from 2006 to 2010. Compared with the general population, patients with anxiety disorders revealed a higher incidence of diabetes in all age groups among both females and males. CONCLUSIONS Patients with anxiety disorders had a much higher prevalence and incidence of diabetes in the younger adult age group than in the general population. The higher incidence of diabetes among anxiety patients was related to increased age, antipsychotic use, hypertension, and hyperlipidemia.
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Affiliation(s)
- I-Chia Chien
- Tsaotun Psychiatric Center, Ministry of Health and Welfare, Nantou, Taiwan; Department of Public Health & Institute of Public Health, National Yang-Ming University, Taipei, Taiwan.
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Lin CY, Wu YH, Wang HS, Chen PK, Lin YF, Chien IC. RISK OF NEW ONSET TYPE II DM IN MDD PATIENTS RECEIVING SECOND-GENERATION ANTIPSYCHOTICS TREATMENT: A NATIONWIDE COHORT STUDY. Depress Anxiety 2016; 33:435-43. [PMID: 26990119 DOI: 10.1002/da.22489] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 02/16/2016] [Accepted: 02/22/2016] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Second-generation antipsychotics (SGA) augmentation treatment has showed better efficacy in patients with major depressive disorder (MDD). However, the association between SGA and diabetes mellitus (DM) in MDD patients deserves further investigation. The study aimed to examine the risk of new onset type II DM in MDD patients receiving SGA treatment. METHODS From the Psychiatric Inpatient Medical Claim Dataset, MDD patients treated with SGA continuously for more than 8 weeks were analyzed in a 1:1 propensity score matched pair sample to 1,049 patients that had never been treated with SGA. Patients were followed up to 5 years based on ICD-9 CM codes indicating incident type II DM. Cumulative incidences of type II DM were calculated and the Cox proportional hazards model with competing risk was applied to determine the risk factors for type II DM onset. RESULTS Cumulative incidences of new-onset type II DM between the two groups were similar. Use of SGA showed no significant increase in risk for new-onset type II DM (hazard ratio [HR] = 0.898; 95% confidence interval [CI], 0.605-1.334; P-value = 0.596). Increased risk for type II DM was shown to be associated with aging (per year) (HR = 1.039; 95% CI, 1.026-1.053; P-value < 0.001) and history of hyperlipidemia (HR = 2.323; 95% CI, 1.469-3.675; P-value < 0.001). CONCLUSIONS This study indicated that there is no significant difference in the risk of developing type II DM between MDD patients with and without SGA exposure. More studies focused on the benefit-risk assessment of SGA treatment in patients with MDD are warranted.
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Affiliation(s)
- Chun-Yuan Lin
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan.,Tsaotun Psychiatric Center, Ministry of Health and Welfare, Nantou, Taiwan.,National Changhua University of Education, Changhua, Taiwan
| | - Yu-Hsin Wu
- National Changhua University of Education, Changhua, Taiwan.,Feng Yuan Hospital, Ministry of Health and Welfare, Taichung, Taiwan
| | - Hong-Song Wang
- Department of psychiatry, Changhua Hospital, Ministry of Health and Welfare, Chanhua, Taiwan
| | - Ping-Kun Chen
- Department of Neurology, Lin-Shin Hospital, Taichung, Taiwan.,School of Medicine, China Medical University, Taichung, Taiwan
| | - Yuan-Fu Lin
- College of Management, National Taiwan University, Taipei, Taiwan
| | - I-Chia Chien
- Tsaotun Psychiatric Center, Ministry of Health and Welfare, Nantou, Taiwan.,Department of Public Health and Institute of Public Health, National Yang-Ming University, Taipei, Taiwan
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Simmons WK, Burrows K, Avery JA, Kerr KL, Bodurka J, Savage CR, Drevets WC. Depression-Related Increases and Decreases in Appetite: Dissociable Patterns of Aberrant Activity in Reward and Interoceptive Neurocircuitry. Am J Psychiatry 2016; 173:418-28. [PMID: 26806872 PMCID: PMC4818200 DOI: 10.1176/appi.ajp.2015.15020162] [Citation(s) in RCA: 125] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Appetite and weight changes are common but variable diagnostic markers in major depressive disorder: some depressed individuals manifest increased appetite, while others lose their appetite. Many of the brain regions implicated in appetitive responses to food have also been implicated in depression. It is thus remarkable that there exists no published research comparing the neural responses to food stimuli of depressed patients with increased versus decreased appetites. METHOD Using functional MRI, brain activity was compared in unmedicated depressed patients with increased or decreased appetite and healthy control subjects while viewing photographs of food and nonfood objects. The authors also measured how resting-state functional connectivity related to subjects' food pleasantness ratings. RESULTS Within putative reward regions, depressed participants with increased appetites exhibited greater hemodynamic activity to food stimuli than both those reporting appetite decreases and healthy control subjects. In contrast, depressed subjects experiencing appetite loss exhibited hypoactivation within a region of the mid-insula implicated in interoception, with no difference observed in this region between healthy subjects and those with depression-related appetite increases. Mid-insula activity was negatively correlated with food pleasantness ratings of depressed participants with increased appetites, and its functional connectivity to reward circuitry was positively correlated with food pleasantness ratings. CONCLUSIONS Depression-related increases in appetite are associated with hyperactivation of putative mesocorticolimbic reward circuitry, while depression-related appetite loss is associated with hypoactivation of insular regions that support monitoring the body's physiological state. Importantly, the interactions among these regions also contribute to individual differences in the depression-related appetite changes.
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Affiliation(s)
- W. Kyle Simmons
- Laureate Institute for Brain Research, Tulsa, OK
,Faculty of Community Medicine, The University of Tulsa, Tulsa, OK
| | | | | | - Kara L. Kerr
- Laureate Institute for Brain Research, Tulsa, OK
,Department of Psychology, The University of Tulsa, Tulsa, OK
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, OK
,College of Engineering, The University of Oklahoma, Tulsa, OK
| | - Cary R. Savage
- Center for Health Behavior Neuroscience, Kansas University Medical Center, Kansas City, KS
| | - Wayne C. Drevets
- Janssen Pharmaceuticals, LLC., of Johnson & Johnson, Inc., Titusville, NJ
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Vancampfort D, Mitchell AJ, De Hert M, Sienaert P, Probst M, Buys R, Stubbs B. TYPE 2 DIABETES IN PATIENTS WITH MAJOR DEPRESSIVE DISORDER: A META-ANALYSIS OF PREVALENCE ESTIMATES AND PREDICTORS. Depress Anxiety 2015; 32:763-73. [PMID: 26114259 DOI: 10.1002/da.22387] [Citation(s) in RCA: 114] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2015] [Revised: 04/23/2015] [Accepted: 05/07/2015] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Patients with depression may be at increased risk of type 2 diabetes mellitus (T2DM), which is a risk factor for cardiovascular diseases and premature mortality. We aimed to clarify the prevalence and predictors of T2DM in patients with major depressive disorder (MDD) and where possible compare the prevalence of T2DM in those with MDD versus general population controls. METHODS We searched major electronic databases until December 2014 for studies reporting T2DM prevalence in patients with MDD. Two independent authors extracted data and completed methodological quality appraisal in accordance with the meta-analysis of observational studies in epidemiology (MOOSE) guidelines. A random effects meta-analysis was utilized. RESULTS The initial electronic database search resulted in 145 valid hits and 16 publications with clearly defined MDD (n = 15,8834; 31% male; mean age = 39-78 years) met the eligibility criteria. The overall prevalence of T2DM was 8.7% (95% confidence interval [CI] = 7.3-10.2%). Mean age of the MDD sample predicted a higher prevalence of T2DM (β = 0.0411; 95% CI = 0.0032-0.079, P = .03; R² = .22). A comparative meta-analysis revealed people with MDD (n = 154,366) had a higher risk of T2DM versus general controls (n = 2,098,063; relative risk [RR] = 1.49; 95% CI = 1.29-1.72; P < 0.001, N = 10). The RR (N = 3) focusing on age- and gender-matched general population controls (n = 103,555) was 1.36 (95% CI = 1.28-1.44; P < 0.001, n [MDD] = 10,895). CONCLUSIONS T2DM is significantly more common in people with MDD compared with the general population. The current meta-analysis indicates that action is needed in order to curb the diabetes epidemic in this high-risk population.
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Affiliation(s)
- Davy Vancampfort
- 1UPC KU Leuven, Campus Kortenberg, KU Leuven, Department of Neurosciences, Belgium.,KU Leuven, Department of Rehabilitation Sciences, Leuven, Belgium
| | - Alex J Mitchell
- Department of Psycho-Oncology, Leicestershire Partnership Trust, Leicester, UK.,Department of Cancer and Molecular Medicine, University of Leicester, Leicester, UK
| | - Marc De Hert
- 1UPC KU Leuven, Campus Kortenberg, KU Leuven, Department of Neurosciences, Belgium
| | - Pascal Sienaert
- 1UPC KU Leuven, Campus Kortenberg, KU Leuven, Department of Neurosciences, Belgium
| | - Michel Probst
- 1UPC KU Leuven, Campus Kortenberg, KU Leuven, Department of Neurosciences, Belgium
| | - Roselien Buys
- KU Leuven, Department of Rehabilitation Sciences, Leuven, Belgium
| | - Brendon Stubbs
- School of Health and Social Care, University of Greenwich, London, UK
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24
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Depression and Risk for Diabetes: A Meta-Analysis. Can J Diabetes 2015; 39:266-72. [DOI: 10.1016/j.jcjd.2014.11.006] [Citation(s) in RCA: 115] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Revised: 11/28/2014] [Accepted: 11/28/2014] [Indexed: 12/20/2022]
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Correll CU, Detraux J, De Lepeleire J, De Hert M. Effects of antipsychotics, antidepressants and mood stabilizers on risk for physical diseases in people with schizophrenia, depression and bipolar disorder. World Psychiatry 2015; 14:119-36. [PMID: 26043321 PMCID: PMC4471960 DOI: 10.1002/wps.20204] [Citation(s) in RCA: 536] [Impact Index Per Article: 53.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
People with severe mental illness have a considerably shorter lifespan than the general population. This excess mortality is mainly due to physical illness. Next to mental illness-related factors, unhealthy lifestyle, and disparities in health care access and utilization, psychotropic medications can contribute to the risk of physical morbidity and mortality. We systematically reviewed the effects of antipsychotics, antidepressants and mood stabilizers on physical health outcomes in people with schizophrenia, depression and bipolar disorder. Updating and expanding our prior systematic review published in this journal, we searched MEDLINE (November 2009 - November 2014), combining the MeSH terms of major physical disease categories (and/or relevant diseases within these categories) with schizophrenia, major depressive disorder and bipolar disorder, and the three major psychotropic classes which received regulatory approval for these disorders, i.e., antipsychotics, antidepressants and mood stabilizers. We gave precedence to results from (systematic) reviews and meta-analyses wherever possible. Antipsychotics, and to a more restricted degree antidepressants and mood stabilizers, are associated with an increased risk for several physical diseases, including obesity, dyslipidemia, diabetes mellitus, thyroid disorders, hyponatremia; cardiovascular, respiratory tract, gastrointestinal, haematological, musculoskeletal and renal diseases, as well as movement and seizure disorders. Higher dosages, polypharmacy, and treatment of vulnerable (e.g., old or young) individuals are associated with greater absolute (elderly) and relative (youth) risk for most of these physical diseases. To what degree medication-specific and patient-specific risk factors interact, and how adverse outcomes can be minimized, allowing patients to derive maximum benefits from these medications, requires adequate clinical attention and further research.
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Affiliation(s)
- Christoph U Correll
- Department of Psychiatry, Zucker Hillside Hospital, North Shore - Long Island Jewish Health SystemGlen Oaks, New York, NY, USA,Department of Psychiatry and Molecular Medicine, Hofstra North Shore LIJ School of MedicineHempstead, New York, NY, USA,Psychiatric Neuroscience Center of Excellence, Feinstein Institute for Medical ResearchManhasset, New York, NY, USA,Department of Psychiatry and Behavioral Sciences, Albert Einstein College of MedicineBronx, New York, NY, USA
| | - Johan Detraux
- Department of Neurosciences, Catholic University LeuvenB-3070 Kortenberg, Belgium
| | - Jan De Lepeleire
- Department of Public Health and Primary Care, University of LeuvenB-3000 Leuven, Belgium
| | - Marc De Hert
- Department of Neurosciences, Catholic University LeuvenB-3070 Kortenberg, Belgium
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Lopez-de-Andrés A, Jiménez-Trujillo MI, Hernández-Barrera V, de Miguel-Yanes JM, Méndez-Bailón M, Perez-Farinos N, de Burgos Lunar C, Cárdenas-Valladolid J, Salinero-Fort MÁ, Jiménez-García R, Carrasco-Garrido P. Trends in the prevalence of depression in hospitalized patients with type 2 diabetes in Spain: analysis of hospital discharge data from 2001 to 2011. PLoS One 2015; 10:e0117346. [PMID: 25706646 PMCID: PMC4338183 DOI: 10.1371/journal.pone.0117346] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 12/21/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND This study aims to describe trends in the prevalence of depression among hospitalized patients with type 2 diabetes in Spain, 2001-2011. METHODS We selected patients with a discharge diagnosis of type 2 diabetes using national hospital discharge data. Discharges were grouped by depression status. Prevalence of depression globally and according to primary diagnoses based on the Charlson comorbidity index (CCI) were analyzed. We calculated length of stay (LOHS) and in-hospital mortality (IHM). Multivariate analysis was adjusted by age, year and comorbidity. RESULTS From 2001 to 2011, 4,723,338 discharges with type 2 diabetes were identified (4.93% with depression). Prevalence of depression in diabetic patients increased from 3.54% in 2001 to 5.80% in 2011 (p<0.05). The prevalence of depression was significantly higher in women than in men in each year studied and increased from 5.22% in 2001 to 9.24% in 2011 (p<0.01). The highest prevalence was observed in the youngest age group (35-59 years). The median LOHS decreased significantly over this period. Men with diabetes and depression had higher IHM than women in all the years studied (p<0.05). Older age and greater comorbidity were significantly associated with a higher risk of dying, among diabetic patients with concomitant depression. CONCLUSIONS Prevalence of depression increased significantly among hospitalized diabetic patients from 2001 to 2011 even if the health profile and LOHS have improved over this period. Programs targeted at preventing depression among persons with diabetes should be reinforced in Spain.
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Affiliation(s)
- Ana Lopez-de-Andrés
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcon, Comunidad de Madrid, Spain
- * E-mail:
| | - Mª Isabel Jiménez-Trujillo
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcon, Comunidad de Madrid, Spain
| | - Valentín Hernández-Barrera
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcon, Comunidad de Madrid, Spain
| | - José Mª de Miguel-Yanes
- Medicine Department, Hospital Universitario del Sureste, Arganda, Comunidad de Madrid, Spain
| | - Manuel Méndez-Bailón
- Medicine Department, Hospital Clínico San Carlos, Madrid, Comunidad de Madrid, Spain
| | | | | | - Juan Cárdenas-Valladolid
- Dirección Técnica de Docencia e Investigación, Gerencia Atención Primaria, Madrid, Comunidad de Madrid, Spain
| | - Miguel Ángel Salinero-Fort
- Dirección Técnica de Docencia e Investigación, Gerencia Atención Primaria, Madrid, Comunidad de Madrid, Spain
| | - Rodrigo Jiménez-García
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcon, Comunidad de Madrid, Spain
| | - Pilar Carrasco-Garrido
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcon, Comunidad de Madrid, Spain
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O'Connor K, Vizcaino M, Ibarra JM, Balcazar H, Perez E, Flores L, Anders RL. Multimorbidity in a Mexican Community: Secondary Analysis of Chronic Illness and Depression Outcomes. ACTA ACUST UNITED AC 2015; 2:35-47. [PMID: 26640817 DOI: 10.15640/ijn.v2n1a4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The aims of this article are: 1) to examine the associations between health provider-diagnosed depression and multimorbidity, the condition of suffering from more than two chronic illnesses; 2) to assess the unique contribution of chronic illness in the prediction of depression; and 3) to suggest practice changes that would address risk of depression among individuals with chronic illnesses. Data collected in a cross-sectional community health study among adult Mexicans (n= 274) living in a low income neighborhood (colonia) in Ciudad Juárez, Chihuahua, Mexico, were examined. We tested the hypotheses that individuals who reported suffering chronic illnesses would also report higher rates of depression than healthy individuals; and having that two or more chronic illnesses further increased the risk of depression.
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Affiliation(s)
- Kathleen O'Connor
- Student co-author. University of Texas, El Paso, Interdisciplinary PhD Program, College of Health Sciences, 500 University, El Paso TX 79968
| | - Maricarmen Vizcaino
- Student co-author. University of Texas, El Paso, Interdisciplinary PhD Program, College of Health Sciences, 500 University, El Paso TX 79968
| | - Jorge M Ibarra
- Adjunct Faculty, University of Texas, El Paso, School of Nursing and Statistical Consulting Laboratory, 500 University, El Paso TX 79968
| | - Hector Balcazar
- Regional Dean, The University of Texas School of Public Health at Houston El Paso Regional Campus, 1101 N. Campbell, CH 410, El Paso, Texas 79902
| | - Eduardo Perez
- Universidad Autónoma de Ciudad Juárez; Juárez, Chihuahua, Mexico
| | - Luis Flores
- Instituto Mexicano de Seguridad Social; Juárez, Chihuahua, Mexico
| | - Robert L Anders
- University of Texas, El Paso, School of Nursing, 500 University, El Paso TX 79968
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Increased risk of hyperlipidemia in patients with major depressive disorder: a population-based study. J Psychosom Res 2013; 75:270-4. [PMID: 23972417 DOI: 10.1016/j.jpsychores.2013.06.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2013] [Revised: 06/05/2013] [Accepted: 06/07/2013] [Indexed: 11/20/2022]
Abstract
OBJECTIVE We conducted this study to examine the prevalence and incidence of hyperlipidemia among Taiwanese patients with major depressive disorder (MDD). METHODS We used a random sample of 766,427 subjects who were ≥ 18 years old in 2005. Subjects with at least one primary diagnosis of MDD were identified. Individuals with a primary or secondary diagnosis of hyperlipidemia or medication treatment for hyperlipidemia were also identified. We compared the prevalence of hyperlipidemia in MDD patients with the general population in 2005. We followed this cohort from 2006 to 2010 to detect incident cases of hyperlipidemia in MDD patients compared with the general population. RESULTS The prevalence of hyperlipidemia in patients with MDD was higher than in the general population (14.4% vs. 7.9%, odds ratio 1.67; 95% confidence interval, 1.53-1.82) in 2005. The average annual incidence of hyperlipidemia in patients with MDD was also higher than in the general population (3.62% vs. 2.55%, risk ratio 1.35; 95% confidence interval, 1.24-1.47) from 2006 to 2010. Higher incidence of hyperlipidemia was associated with MDD group, increased age, diabetes, hypertension, and higher socioeconomic status. CONCLUSIONS Patients with MDD had a higher prevalence and incidence of hyperlipidemia compared with the general population. Younger MDD patients and MDD patients with first-generation antipsychotic exposure or antidepressant exposure had an increased risk of hyperlipidemia compared with individuals in the general population.
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Abstract
Comorbidity of depression and diabetes is common, and each disorder has a negative impact on the outcome of the other. The direction of causality is not certain as each disorder seems to act as both a risk factor and consequence for the other in longitudinal studies. This bidirectional association is possibly mediated by shared environmental and genetic risk factors. Comorbid depression is associated with reduced adherence to medication and self-care management, poor glycaemic control, increased health care utilization, increased costs and elevated risk of complications, as well as mortality in patients with diabetes. Psychological and pharmacological interventions are shown to be effective in improving depression symptoms; however, collaborative care programs that simultaneously manage both disorders seem to be most effective in improving diabetes-related outcomes.
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Affiliation(s)
- Bibilola D Oladeji
- Department of Psychiatry, College of Medicine, University of Ibadan, Ibadan, Nigeria.
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30
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Increased risk of hypothyroidism and hyperthyroidism in patients with major depressive disorder: a population-based study. J Psychosom Res 2013; 74:233-7. [PMID: 23438714 DOI: 10.1016/j.jpsychores.2012.12.016] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2012] [Revised: 12/27/2012] [Accepted: 12/28/2012] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To determine the prevalence and incidence of hypothyroidism, hyperthyroidism, and risk factors in patients with major depressive disorder (MDD). METHODS The National Health Research Institute provided a database of 1,000,000 random subjects for health service studies. We identified subjects aged ≥18 years who had at least 1 service claim during 2005 with a primary diagnosis of MDD or with a primary or secondary diagnosis of hypothyroidism or hyperthyroidism. We also compared the incidence of hypothyroidism and hyperthyroidism among patients with MDD and the general population from 2006 through 2010. RESULTS The prevalence of hypothyroidism in patients with MDD was higher than that in the general population (1.20% vs. 0.30%; odds ratio, 3.08; 95% confidence interval, 2.35-4.03) in 2005. The prevalence of hyperthyroidism was also higher in patients with MDD than in the general population (2.46% vs. 0.79%; odds ratio, 2.77; 95% confidence interval, 2.29-3.35) in 2005. The annual incidence of hypothyroidism was higher in patients with MDD than that in the general population (0.40% vs. 0.13%; risk ratio, 2.47; 95% confidence interval, 2.00-3.06). The annual incidence of hyperthyroidism was also higher in patients with MDD than that in the general population (0.72% vs. 0.32%; risk ratio, 2.06; 95% confidence interval, 1.75-2.43). CONCLUSIONS Patients with MDD had a higher prevalence and a higher incidence of hypothyroidism or hyperthyroidism than the general population. Female sex was a risk factor for hypothyroidism and hyperthyroidism in MDD.
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Baskaran A, Milev R, McIntyre RS. A review of electroencephalographic changes in diabetes mellitus in relation to major depressive disorder. Neuropsychiatr Dis Treat 2013; 9:143-50. [PMID: 23355785 PMCID: PMC3552551 DOI: 10.2147/ndt.s38720] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
A bidirectional relationship exists between diabetes mellitus (DM) and major depressive disorder (MDD), with depression commonly reported in both type 1 DM (T1DM) and type 2 DM (T2DM), and depressive symptoms associated with a higher incidence of diabetes. However, how the two conditions are pathologically connected is not completely understood. Similar neurophysiological abnormalities have been reported in both DM and MDD, including elevated electroencephalographic (EEG) activity in low-frequency slow waves and increased latency and/or reduced amplitude of event-related potentials. It is possible that this association reflects some common underlying pathology, and it has been proposed that diabetes may place patients at risk for depression through a biological mechanism linking the metabolic changes of DM to changes in the central nervous system. In this review we will discuss EEG abnormalities in DM, as well as the biological mechanisms underlying various EEG parameters, in order to evaluate whether or not a common EEG biosignature exists between DM and MDD. Identifying such commonalities could significantly inform the current understanding of the mechanisms that subserve the development of the two conditions. Moreover, this new insight may provide the basis for informing new drug discovery capable of mitigating and possibly even preventing both conditions.
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Affiliation(s)
- Anusha Baskaran
- Centre for Neuroscience Studies, Queen's University, Kingston ; Mood Disorders Psychopharmacology Unit, University Health Network, Toronto
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32
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Lloyd CE, Roy T, Nouwen A, Chauhan AM. Epidemiology of depression in diabetes: international and cross-cultural issues. J Affect Disord 2012; 142 Suppl:S22-9. [PMID: 23062853 DOI: 10.1016/s0165-0327(12)70005-8] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
INTRODUCTION This paper reviews the most up-to-date epidemiological evidence of the relationship between depression and diabetes, and considers the risk factors for the development of depression and the consequences of depression in diabetes with an emphasis on international and cross-cultural data. The difficulties that researchers face when epidemiological studies require assessment of psychological phenomena, such as depression, across different cultural settings are explored. METHODS Relevant papers were sought on the epidemiology of diabetes and depression in people with diabetes by undertaking a literature search of electronic databases including MEDLINE, Psych-INFO, CINAHL and EMBASE. These papers were assessed by the authors and a narrative review of the relevant literature was composed. RESULTS Systematic reviews of the prevalence of depression in people with diabetes have focused on studies conducted in English speaking countries and emerging data suggest that there may be international variations in prevalence and also in how symptoms of depression are reported. There appears to be a bi-directional relationship between depression and diabetes, with one influencing the other; however, research in this area is further complicated by the fact that potential risk factors for depression in people with diabetes often interact with each other and with other factors. Further research is needed to elucidate the causal mechanisms underlying these associations. LIMITATIONS Data from non-English speaking countries remain scarce and so it is difficult to come to any firm conclusions as to the international variation in prevalence rates of co-morbid diabetes and depression in these countries until further research has been conducted. CONCLUSION It is important to take a culture-centered approach to our understanding of mental health and illness and consider the key issues related to the development of culturally sensitive depression screening tools. In order to come to any firm conclusions about the international variation in prevalence of co-morbid diabetes and depression, issues of culture and diversity must be taken into account prior to conducting international epidemiological studies.
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