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Alwhaibi M. Depression, Anxiety, and Health-Related Quality of Life in Adults with Type 2 Diabetes. J Clin Med 2024; 13:6028. [PMID: 39457978 PMCID: PMC11508767 DOI: 10.3390/jcm13206028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 09/30/2024] [Accepted: 10/08/2024] [Indexed: 10/28/2024] Open
Abstract
Background: Adults with type 2 diabetes are at a greater probability of suffering from mental health issues, which could result in a substantial effect on their HRQoL (health-related quality of life). Thus, the focus of this research was to investigate the relationship between comorbid anxiety, depression, and HRQoL among individuals with type 2 diabetes. Methods: Data from the Medical Expenditure Panel Survey from 2016 to 2021 were used to identify adult patients with type 2 diabetes diagnoses for this research. The MEPS used the SF-12 to measure HRQoL. The study employed multivariable linear regression to analyze the association between anxiety, depression, and HRQoL in individuals with type 2 diabetes, taking into consideration several confounding variables such as age, gender, and comorbidities. Results: This study included 5259 individuals with type 2 diabetes, of which the mean age was 52.9 years, 50.7% were men, and 49.3% were women. The findings from this sample show a negative relationship between anxiety, depression, and type 2 diabetic patients' HRQoL. It shows that after adjusting for other factors, diabetes patients with depression (MCS: = -6.817), anxiety (MCS: = -4.957), and both (MCS: = -0.344) have a significantly poorer HRQoL than those without these mental health comorbidities (p-value < 0.001). It also demonstrated the adverse effects on HRQoL of having coexisting chronic illnesses like heart disease, hypertension, and other chronic illnesses, along with a low socioeconomic status. Additionally, it revealed the benefits of employment, education, and regular exercise for HRQoL. Conclusions: The study's findings highlight the links between anxiety, depression, and type 2 diabetes patients' poor HRQoL. It also showed the adverse effects of coexisting chronic diseases and low socioeconomic status on HRQoL and the benefit of work and exercise on HRQoL. These findings can help policymakers to reform healthcare and enforce the early detection and treatment of anxiety and depression to enhance the HRQoL of type 2 diabetic patients.
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Affiliation(s)
- Monira Alwhaibi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11149, Saudi Arabia; ; Tel.: +966-535-384-152
- Medication Safety Research Chair, College of Pharmacy, King Saud University, Riyadh 11437, Saudi Arabia
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Yadav S, Hong YR, Westen S, Marlow NM, Haller MJ, Walker AF. Sociodemographic factors associated with major depressive episodes and suicidal ideation among emerging adults with diabetes in the U.S. Front Endocrinol (Lausanne) 2023; 14:1276336. [PMID: 38144571 PMCID: PMC10740161 DOI: 10.3389/fendo.2023.1276336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 11/15/2023] [Indexed: 12/26/2023] Open
Abstract
Background Research focused on disparities related to mental health comorbidities, especially among emerging adults with diabetes, is limited. Identifying associated factors of disparities could inform policy decisions to make diabetes-related interdisciplinary care more accessible for vulnerable groups. Method Using data from the National Survey on Drug Use and Health (2015-2019), we examined disparities in presence of major depressive episode (MDE) and suicidal ideation among emerging adults with diabetes. Survey design-adjusted bivariate and multivariable logistic regression models were used for statistical analyses. Results The study included 1,125 emerging adults (18-25 years old), with a history of type 1 diabetes (T1D) or type 2 diabetes (T2D). After controlling for sociodemographic and health-related characteristics, we found lower odds of having past-year major MDE for non-Hispanic Black (AOR, 0.42, p=0.032) compared to their non-Hispanic White counterparts. Females were 3.02 times more likely to have past-year MDE than males (AOR, 3.02, p=0.004). The odds of having past-year MDE were 1.96 times higher among individuals who identified as LGB (lesbian, gay, bisexual) (AOR, 1.96, P=0.038). There were no statistically significant disparities in suicidal ideation related to race/ethnicity, sex, education, and family income. However, individuals who identified as LGB had significantly higher likelihood of suicidal ideation than their heterosexual counterparts (AOR, 2.47, P=0.004). Conclusion Significant disparities related to MDE and suicidal ideation exist based on race/ethnicity, gender, and sexual orientation. Integration of a mental health professional into the multidisciplinary diabetes care team is critical for effective management of comorbid mental health conditions in younger patients with diabetes.
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Affiliation(s)
- Sandhya Yadav
- Department of Health Services Research Management, and Policy, University of Florida, Gainesville, FL, United States
| | - Young-Rock Hong
- Department of Health Services Research Management, and Policy, University of Florida, Gainesville, FL, United States
| | - Sarah Westen
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, United States
| | - Nicole M. Marlow
- Department of Health Services Research Management, and Policy, University of Florida, Gainesville, FL, United States
| | - Michael J. Haller
- Department of Pediatrics, University of Florida, Gainesville, FL, United States
| | - Ashby F. Walker
- Department of Health Services Research Management, and Policy, University of Florida, Gainesville, FL, United States
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Robinson DJ, Hanson K, Jain AB, Kichler JC, Mehta G, Melamed OC, Vallis M, Bajaj HS, Barnes T, Gilbert J, Honshorst K, Houlden R, Kim J, Lewis J, MacDonald B, MacKay D, Mansell K, Rabi D, Sherifali D, Senior P. Diabetes and Mental Health. Can J Diabetes 2023; 47:308-344. [PMID: 37321702 DOI: 10.1016/j.jcjd.2023.04.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
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Kuratli OA, Gross C, Laimer M, Melmer A. Analysis of diabetes attitudes, wishes and needs in Switzerland, the Swiss DAWN2™ Study. Swiss Med Wkly 2023; 153:40023. [PMID: 37233990 DOI: 10.57187/smw.2023.40023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023] Open
Abstract
AIMS OF THE STUDY Swiss DAWN2™ aimed to evaluate the difficulties and unmet needs of individuals with diabetes and stakeholders, based on the assessments of diabetes care and self-management: the individual burden of disease, the perception of the quality of medical care, and the treatment satisfaction of individuals with diabetes living in the Canton of Bern. The results of the Swiss cohort were analysed and compared with the global DAWN2™ results. METHODS 239 adult individuals with diabetes were enrolled in a cross-sectional study at the Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism at the University Hospital of Bern between 2015 and 2017. The participants completed validated online questionnaires regarding health-related quality of life (EQ-5D-3L) and emotional distress (PAID-5), diabetes self-care activities (SDSCA-6), treatment satisfaction (PACIC-DSF), and health-related wellbeing (WHO-5). Eligibility criteria were as follows: participants were aged >18 years, had a diagnosis of diabetes type 1 or 2 since at least 12 months and gave written informed for the participation in the present study. RESULTS When compared globally, the Swiss cohort reported a higher quality of life (77.28 ± 16.73 vs. 69.3 ± 17.9 EQ-5D-3L score, p <0.001) and lower emotional distress (22.28 ± 20.94 vs. 35.2 ± 24.2 PAID-5 score, p = 0.027). Higher frequencies of self-measurement of blood glucose (6.43 ± 1.68 vs. 3.4 ± 2.8 SDSCA-6 score, p <0.001) and physical activity (4.40 ± 2.04 vs. 3.8 ± 2.7 SDSCA-6 score, p = 0.05) were reported. PACIC-DSF revealed higher satisfaction concerning organisational aspects of patient care (60.3 ± 1.51 vs. 47.3 ± 24.3, p<0.001) and higher health-related well-being as compared to the global score (71.38 ± 23.31 vs. 58 ± 13.8 WHO-5 Well-Being Index, p <0.001). HbA1c >7% correlated to emotional distress (PAID-5, 26.08 ± 23.37 vs. 18.80 ± 17.49, p = 0.024), unfavourable eating habits (4.28 ± 2.22 vs. 4.99 ± 2.15, p = 0.034) and decreased physical activity (3.95 ± 2.16 vs. 4.72 ± 1.92, p = 0.014). Sleeping problems were most commonly reported (35.6%). In total, 28.8% of respondents completed diabetes-related educational programs. CONCLUSION In global comparison, Swiss DAWN2™ showed a lower burden of disease and yet a higher level of treatment satisfaction in patients who were treated in Switzerland. Further studies are required to assess the quality of diabetes treatment and unmet needs in patients treated outside of a tertiary care center.
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Affiliation(s)
- Oliver Andreas Kuratli
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Carolina Gross
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Markus Laimer
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Andreas Melmer
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
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Kang W. Investigating the association between diabetes and mental health: A train-and-test approach. Front Psychiatry 2022; 13:1044714. [PMID: 36601525 PMCID: PMC9806163 DOI: 10.3389/fpsyt.2022.1044714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/24/2022] [Indexed: 12/23/2022] Open
Abstract
Diabetes is a chronic health condition that affects how the body turns food into energy. Research has demonstrated a relationship between diabetes and various mental health issues, which include psychiatric disorders and other problems that are specific for people living with diabetes. Although previous studies have shed light on the associations between diabetes and various types of mental health issues with a focus on depression and anxiety, much less is known about how diabetes is associated with other dimensions of mental health such as social dysfunction and anhedonia and loss of confidence in a large nationally representative survey from the United Kingdom. The aim of the current study is to replicate the factor structure of the GHQ-12 and investigate how diabetes is related to general mental health and dimensions of mental health. By adopting a train-and-test approach to data from the UKHLS including 2,255 diabetes patients and 14,585 age and sex-matched participants who indicated that they were not clinically diagnosed with diabetes, the current study found that hypotheses are well-supported by the results.
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Affiliation(s)
- Weixi Kang
- Department of Brain Sciences, Imperial College London, London, United Kingdom
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Grieco F, Bernstein BJ, Biemans B, Bikovski L, Burnett CJ, Cushman JD, van Dam EA, Fry SA, Richmond-Hacham B, Homberg JR, Kas MJH, Kessels HW, Koopmans B, Krashes MJ, Krishnan V, Logan S, Loos M, McCann KE, Parduzi Q, Pick CG, Prevot TD, Riedel G, Robinson L, Sadighi M, Smit AB, Sonntag W, Roelofs RF, Tegelenbosch RAJ, Noldus LPJJ. Measuring Behavior in the Home Cage: Study Design, Applications, Challenges, and Perspectives. Front Behav Neurosci 2021; 15:735387. [PMID: 34630052 PMCID: PMC8498589 DOI: 10.3389/fnbeh.2021.735387] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 08/27/2021] [Indexed: 12/14/2022] Open
Abstract
The reproducibility crisis (or replication crisis) in biomedical research is a particularly existential and under-addressed issue in the field of behavioral neuroscience, where, in spite of efforts to standardize testing and assay protocols, several known and unknown sources of confounding environmental factors add to variance. Human interference is a major contributor to variability both within and across laboratories, as well as novelty-induced anxiety. Attempts to reduce human interference and to measure more "natural" behaviors in subjects has led to the development of automated home-cage monitoring systems. These systems enable prolonged and longitudinal recordings, and provide large continuous measures of spontaneous behavior that can be analyzed across multiple time scales. In this review, a diverse team of neuroscientists and product developers share their experiences using such an automated monitoring system that combines Noldus PhenoTyper® home-cages and the video-based tracking software, EthoVision® XT, to extract digital biomarkers of motor, emotional, social and cognitive behavior. After presenting our working definition of a "home-cage", we compare home-cage testing with more conventional out-of-cage tests (e.g., the open field) and outline the various advantages of the former, including opportunities for within-subject analyses and assessments of circadian and ultradian activity. Next, we address technical issues pertaining to the acquisition of behavioral data, such as the fine-tuning of the tracking software and the potential for integration with biotelemetry and optogenetics. Finally, we provide guidance on which behavioral measures to emphasize, how to filter, segment, and analyze behavior, and how to use analysis scripts. We summarize how the PhenoTyper has applications to study neuropharmacology as well as animal models of neurodegenerative and neuropsychiatric illness. Looking forward, we examine current challenges and the impact of new developments. Examples include the automated recognition of specific behaviors, unambiguous tracking of individuals in a social context, the development of more animal-centered measures of behavior and ways of dealing with large datasets. Together, we advocate that by embracing standardized home-cage monitoring platforms like the PhenoTyper, we are poised to directly assess issues pertaining to reproducibility, and more importantly, measure features of rodent behavior under more ethologically relevant scenarios.
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Affiliation(s)
| | - Briana J Bernstein
- Neurobiology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, United States
| | | | - Lior Bikovski
- Myers Neuro-Behavioral Core Facility, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- School of Behavioral Sciences, Netanya Academic College, Netanya, Israel
| | - C Joseph Burnett
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Jesse D Cushman
- Neurobiology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, United States
| | | | - Sydney A Fry
- Neurobiology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, United States
| | - Bar Richmond-Hacham
- Department of Anatomy and Anthropology, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Judith R Homberg
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, Netherlands
| | - Martien J H Kas
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
| | - Helmut W Kessels
- Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, Netherlands
| | | | - Michael J Krashes
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Vaishnav Krishnan
- Laboratory of Epilepsy and Emotional Behavior, Baylor Comprehensive Epilepsy Center, Departments of Neurology, Neuroscience, and Psychiatry & Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
| | - Sreemathi Logan
- Department of Rehabilitation Sciences, College of Allied Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Maarten Loos
- Sylics (Synaptologics BV), Amsterdam, Netherlands
| | - Katharine E McCann
- Neurobiology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, United States
| | | | - Chaim G Pick
- Department of Anatomy and Anthropology, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- The Dr. Miriam and Sheldon G. Adelson Chair and Center for the Biology of Addictive Diseases, Tel Aviv University, Tel Aviv, Israel
| | - Thomas D Prevot
- Centre for Addiction and Mental Health and Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Gernot Riedel
- Institute of Medical Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Lianne Robinson
- Institute of Medical Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Mina Sadighi
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, Netherlands
| | - August B Smit
- Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, VU University Amsterdam, Amsterdam, Netherlands
| | - William Sonntag
- Department of Biochemistry & Molecular Biology, Center for Geroscience, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | | | | | - Lucas P J J Noldus
- Noldus Information Technology BV, Wageningen, Netherlands
- Department of Biophysics, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands
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Albai O, Frandes M, Timar R, Timar B, Anghel T, Avram VF, Sima A. The Mental Status in Patients with Diabetes Mellitus Admitted to a Diabetes Clinic After Presenting in the Emergency Room: The Application of the SCL-90 Scale. Diabetes Metab Syndr Obes 2021; 14:1833-1840. [PMID: 33953583 PMCID: PMC8089080 DOI: 10.2147/dmso.s304904] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 03/19/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Diabetes mellitus (DM) is one of the most serious public health problems, involving increasing costs worldwide. The mental state of a person with DM is varied and ever-changing, such as stress, the pressure to always do everything by the book, sadness, anger, and even denial of the disease, all these are feelings patients with DM will experience throughout their life. AIM The aim of our study was to assess the presence of mental and psychiatric disorders (anxiety, depressive states, paranoid ideation, phobia, obsessive-compulsive disorder) in a group of patients with DM after hospitalization in the Clinic for Diabetes, Nutrition, and Metabolic Diseases, for various exacerbations of the underlying condition, looking for possible correlations with other cardiovascular risk factors. PATIENTS AND METHODS Clinical and biological parameters, the presence of acute and chronic complications of the diabetic patients have been evaluated. To assess mental health, the symptom checklist (SCL)-90 questionnaire was conducted for all admitted patients. RESULTS We observed that the number of patients with obsessive-compulsive disorders was relatively high (23.3%), while depression was present in 17.1% of the patients. Also, 10.6% of patients had hostility and 15.6% had delusional ideation. The presence of psychiatric disorders was associated with a higher age (62 vs. 46.5 years; p <0.001), a longer diabetes duration (11 vs. 9 years; p <0.001), higher fasting glycemia (188 vs. 132 mg/dL; p <0.001) and postprandial glycemia (212 vs. 152 mg/dL; p <0.001), and triglycerides (125 vs. 110 mg/dL; p <0.001). Patients with altered mental status have shown statistically significantly more altered clinical and biological parameters compared to those without these mental disorders. CONCLUSION Patients with DM represent a psychologically vulnerable population, which is why they should undergo early and regular screening for both psychological and psychiatric conditions, especially at admission.
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Affiliation(s)
- Oana Albai
- Department of Internal Medicine, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
| | - Mirela Frandes
- Department of Functional Sciences, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
- Correspondence: Mirela Frandes Department of Functional Sciences, “Victor Babes” University of Medicine and Pharmacy, 2 Eftimie Murgu, Timisoara, 300041, RomaniaTel +40-731117020Fax +40-256462856 Email
| | - Romulus Timar
- Department of Internal Medicine, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
| | - Bogdan Timar
- Department of Internal Medicine, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
| | - Teodora Anghel
- Department of Neuroscience, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
| | - Vlad Florian Avram
- Department of Internal Medicine, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
| | - Alexandra Sima
- Department of Internal Medicine, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
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Wu LC, Lai CY, Huang CJ, Chou FHC, Yu ET, Yu CY. Psychological distress and diabetes self-management in patients with type 2 diabetes and comorbid serious mental illness. Arch Psychiatr Nurs 2020; 34:218-223. [PMID: 32828352 DOI: 10.1016/j.apnu.2020.04.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 03/18/2020] [Accepted: 04/22/2020] [Indexed: 10/24/2022]
Affiliation(s)
- Lin-Chuan Wu
- Department of Nursing, Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, No. 130, Kaisyuan 2nd Rd., Lingya Dist., Kaohsiung City 802, Taiwan.
| | - Chien Yu Lai
- School of Nursing, National Taipei University of Nursing and Health Sciences, No. 365, Ming-Te Road, Peitou District, Taipei City 807, Taipei, Taiwan.
| | - Chun-Jen Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, No. 100, Ziyou 1st Rd., Sanmin Dist, Kaohsiung City 807, Taiwan; Department of Psychiatry, Faculty of medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, 100, Shih-Chuan 1st Road, San Ming District, Kaohsiung City 807, Taiwan.
| | - Frank Huang-Chih Chou
- Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, No. 130, Kaisyuan 2nd Rd., Lingya Dist., Kaohsiung City 802, Taiwan
| | - Erica TengYuan Yu
- Department of Undergraduate Studies, Jane and Robert Cizik School of Nursing, The University of Texas Health Science Center at Houston, 6901 Bertner Avenue, Houston, TX 77030-3901, USA.
| | - Ching-Yun Yu
- School of Nursing, Kaohsiung Medical University, No. 100, Shih-Chuan 1st Road, Sanming District, Kaohsiung City 807, Taiwan.
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Robinson DJ, Coons M, Haensel H, Vallis M, Yale JF. Diabetes and Mental Health. Can J Diabetes 2018; 42 Suppl 1:S130-S141. [PMID: 29650085 DOI: 10.1016/j.jcjd.2017.10.031] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Indexed: 01/28/2023]
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Aftab A, Bhat C, Gunzler D, Cassidy K, Thomas C, McCormick R, Dawson NV, Sajatovic M. Associations among comorbid anxiety, psychiatric symptomatology, and diabetic control in a population with serious mental illness and diabetes: Findings from an interventional randomized controlled trial. Int J Psychiatry Med 2018; 53:126-140. [PMID: 29280685 PMCID: PMC5919280 DOI: 10.1177/0091217417749795] [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] [Indexed: 11/16/2022]
Abstract
Objective Serious mental illness and type II diabetes mellitus have a high comorbidity, and both have a higher prevalence of anxiety disorders compared to the general population. Targeted Training in Illness Management is a group-based self-management training approach which targets serious mental illness and type II diabetes mellitus concurrently. This analysis examines data from a randomized controlled trial of Targeted Training in Illness Management intervention to examine the impact of comorbid anxiety on baseline psychiatric symptomatology and diabetic control, and on longitudinal treatment outcomes. Methods We conducted secondary analyses on data from a prospective, 60-week, randomized controlled trial testing Targeted Training in Illness Management versus treatment as usual in 200 individuals with serious mental illness and diabetes. Primary outcomes included measures related to serious mental illness symptoms, functional status, general health status, and diabetes control. Measures were compared between those participants with anxiety disorders versus those without anxiety at baseline as well as over time using linear mixed effects analyses. Results Forty seven percent of the participants had one or more anxiety disorders. At baseline, those with an anxiety diagnosis had higher illness severity, depressive, and other psychiatric symptomatology and disability. Diabetic control (HbA1c) was not significantly different at baseline. In the longitudinal analyses, no significant mean slope differences over time (group-by-time interaction effect) between those with anxiety diagnoses and those without in treatment as usual group were found for primary outcomes. Within the Targeted Training in Illness Management arm, those with anxiety disorders had significantly greater improvement in mental health functioning. Those with anxiety comorbidity in the Targeted Training in Illness Management group demonstrated significantly lower HbA1c levels compared to no anxiety comorbidity and also demonstrated a greater improvement in HbA1c over the first 30 weeks compared to those without anxiety comorbidity. Conclusion Comorbid anxiety in serious mental illness and type II diabetes mellitus population is associated with increased psychiatric symptomatology and greater disability. Individuals from this population appear to experience greater improvement in functioning from baseline with the Targeted Training in Illness Management intervention. Anxiety comorbidity in the serious mental illness and type II diabetes mellitus population does not appear to have a negative impact on diabetic control. These complex relationships need further study. Clinical Trials Registration ClinicalTrials.gov: Improving outcomes for individuals with serious mental illness and diabetes (NCT01410357).
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Affiliation(s)
- Awais Aftab
- Case Western Reserve University School of Medicine/University Hospitals
Cleveland Medical Center, Cleveland, Ohio
| | - Chetan Bhat
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Douglas Gunzler
- Center for Health Care Research and Policy. Case Western Reserve University,
MetroHealth Medical Center, Cleveland, Ohio
| | - Kristin Cassidy
- Case Western Reserve University School of Medicine, University Hospitals
Cleveland Medical Center, Cleveland, Ohio
| | - Charles Thomas
- Center for Health Care Research and Policy. Case Western Reserve University,
MetroHealth Medical Center, Cleveland, Ohio
| | - Richard McCormick
- Center for Health Care Research and Policy. Case Western Reserve University,
MetroHealth Medical Center, Cleveland, Ohio
| | - Neal V. Dawson
- Professor of Medicine, Epidemiology & Biostatistics Center for Health
Care Research and Policy. Case Western Reserve University, MetroHealth Medical Center,
Cleveland, Ohio
| | - Martha Sajatovic
- Professor of Psychiatry, Neurology and Epidemiology & Biostatistics
Case Western Reserve University School of Medicine and Neurological Institute,
University Hospitals Cleveland Medical Center, Cleveland, Ohio
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Szigethy E, Solano F, Wallace M, Perry DL, Morrell L, Scott K, Bell MJ, Oser M. A study protocol for a non-randomised comparison trial evaluating the feasibility and effectiveness of a mobile cognitive-behavioural programme with integrated coaching for anxious adults in primary care. BMJ Open 2018; 8:e019108. [PMID: 29331971 PMCID: PMC5781102 DOI: 10.1136/bmjopen-2017-019108] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
INTRODUCTION Generalised anxiety disorder (GAD) and subclinical GAD are highly prevalent in primary care. Unmanaged anxiety worsens quality of life in patients seen in primary care practices and leads to increased medical utilisation and costs. Programmes that teach patients cognitive-behavioural therapy (CBT) techniques have been shown to improve anxiety and to prevent the evolution of anxiety symptoms to disorders, but access and engagement have hampered integration of CBT into medical settings. METHODS AND ANALYSIS This pragmatic study takes place in University of Pittsburgh Medical Center primary care practices to evaluate a coach-supported mobile cognitive- behavioural programme (Lantern) on anxiety symptoms and quality of life. Clinics were non-randomly assigned to either enhanced treatment as usual or Lantern. All clinics provide electronic screening for anxiety and, within clinics assigned to Lantern, patients meeting a threshold level of mild anxiety (ie, >5 on Generalised Anxiety Disorder 7-Item Questionnaire (GAD-7)) are referred to Lantern. The first study phase is aimed at establishing feasibility, acceptability and effectiveness. The second phase focuses on long-term impact on psychosocial outcomes, healthcare utilisation and clinic/provider adoption/sustainable implementation using a propensity score matched parallel group study design. Primary outcomes are changes in anxiety symptoms (GAD-7) and quality of life (Short-Form Health Survey) between baseline and 6-month follow-ups, comparing control and intervention. Secondary outcomes include provider and patient satisfaction, patient engagement, durability of changes in anxiety symptoms and quality of life over 12 months and the impact of Lantern on healthcare utilisation over 12 months. Patients from control sites will be matched to the patients who use the mobile app. ETHICS AND DISSEMINATION Ethics and human subject research approval were obtained. A data safety monitoring board is overseeing trial data and ethics. Results will be communicated to participating primary care practices, published and presented at clinical and scientific conferences. TRIAL REGISTRATION NUMBER NCT03035019.
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Affiliation(s)
- Eva Szigethy
- Department of Psychiatry and Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Francis Solano
- Department of Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Meredith Wallace
- Department of Psychiatry and Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Dina L Perry
- UPMC Health Services Division, UPMC Community Medicine Inc, Renaissance Family Practice UPMC, Pittsburgh, Pennsylvania, USA
| | | | - Kathryn Scott
- Consumer Health UPMC Enterprises, Pittsburgh, Pennsylvania, USA
| | - Megan Jones Bell
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
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12
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Brown K, Fortenberry K, Gren L, Gunning K, McAdam-Marx C. Achievement of Adequate Glycemic Control in Patients With Type 2 Diabetes and Comorbid Mental Health Conditions Treated in a Primary Care Setting. Diabetes Spectr 2017; 30:277-287. [PMID: 29151718 PMCID: PMC5687112 DOI: 10.2337/ds16-0038] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE This study investigated the association between the presence of a mental health condition (MHC) diagnosis and glycemic control in patients with type 2 diabetes in a primary care clinic network. METHODS This retrospective cross-sectional study compared adequate glycemic control (A1C <8.0%) in patients with type 2 diabetes with and without any MHC, as well as by MHC subtypes of depression or anxiety, bipolar or schizophrenia disorders, and substance use disorder. RESULTS Of 3,025 patients with type 2 diabetes, 721 (24%) had a diagnosis for one or more MHC. The majority (54.9%) were <65 years of age, female (54.9%), and Caucasian (74.5%). Mean A1C was statistically lower in the MHC cohort at 7.14 ± 1.66% compared to 7.38 ± 1.73% in the group without any MHC (P = 0.001). Furthermore, those with an MHC were more likely to attain adequate glycemic control than those without an MHC (odds ratio 1.27, 95% CI 1.01-1.59). Among patients with MHCs, similar rates of adequate glycemic control were seen between those with depression or anxiety and those with other MHCs. However, fewer patients with substance use disorder had adequate glycemic control compared to those without this condition (66.7 vs. 80.10%, P = 0.004). CONCLUSION Patients with diabetes and MHCs had slightly better glycemic control than those without any MHC. However, the presence of substance use disorder may present more barriers to adequate glycemic control. Additional research is needed to identify barriers unique to each MHC to optimize diabetes management in this population.
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Affiliation(s)
| | - Katherine Fortenberry
- Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT
| | - Lisa Gren
- Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT
| | - Karen Gunning
- Department of Pharmacotherapy and
- Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT
| | - Carrie McAdam-Marx
- Pharmaceutical Evaluation and Policy Division, University of Arkansas for Medical Sciences, Little Rock, AR
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13
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Charles EF, Lambert CG, Kerner B. Bipolar disorder and diabetes mellitus: evidence for disease-modifying effects and treatment implications. Int J Bipolar Disord 2016; 4:13. [PMID: 27389787 PMCID: PMC4936996 DOI: 10.1186/s40345-016-0054-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 05/18/2016] [Indexed: 02/13/2023] Open
Abstract
BACKGROUND Bipolar disorder refers to a group of chronic psychiatric disorders of mood and energy levels. While dramatic psychiatric symptoms dominate the acute phase of the diseases, the chronic course is often determined by an increasing burden of co-occurring medical conditions. High rates of diabetes mellitus in patients with bipolar disorder are particularly striking, yet unexplained. Treatment and lifestyle factors could play a significant role, and some studies also suggest shared pathophysiology and risk factors. OBJECTIVE In this systematic literature review, we explored data around the relationship between bipolar disorder and diabetes mellitus in recently published population-based cohort studies with special focus on the elderly. METHODS A systematic search in the PubMed database for the combined terms "bipolar disorder" AND "elderly" AND "diabetes" in papers published between January 2009 and December 2015 revealed 117 publications; 7 studies were large cohort studies, and therefore, were included in our review. RESULTS We found that age- and gender- adjusted risk for diabetes mellitus was increased in patients with bipolar disorder and vice versa (odds ratio range between 1.7 and 3.2). DISCUSSION Our results in large population-based cohort studies are consistent with the results of smaller studies and chart reviews. Even though it is likely that heterogeneous risk factors may play a role in diabetes mellitus and in bipolar disorder, growing evidence from cell culture experiments and animal studies suggests shared disease mechanisms. Furthermore, disease-modifying effects of bipolar disorder and diabetes mellitus on each other appear to be substantial, impacting both treatment response and outcomes. CONCLUSIONS The risk of diabetes mellitus in patients with bipolar disorder is increased. Our findings add to the growing literature on this topic. Increasing evidence for shared disease mechanisms suggests new disease models that could explain the results of our study. A better understanding of the complex relationship between bipolar disorder and diabetes mellitus could lead to novel therapeutic approaches and improved outcomes.
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Affiliation(s)
- Ellen F. Charles
- />David Geffen School of Medicine, University of California, Los Angeles, 10833 Le Conte Ave, Los Angeles, CA 90095 USA
| | - Christophe G. Lambert
- />Center for Global Health, Division of Translational Informatics, Department of Internal Medicine, University of New Mexico Health Sciences Center, University of New Mexico, MSC10 5550, Albuquerque, NM 87131 USA
| | - Berit Kerner
- />Semel Institute for Neuroscience and Human Behavior, University of California, 695 Charles E. Young Drive South, Box 951761, Los Angeles, CA 90095 USA
- />Fakultät für Gesundheit, Private Universität Witten/Herdecke, Alfred-Herrhausen-Straße 50, 58448 Witten, Germany
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14
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Joshi K, Pan X, Wang R, Yang E, Benson C. Healthcare resource utilization of second-generation long-acting injectable antipsychotics in schizophrenia: risperidone versus paliperidone palmitate. Curr Med Res Opin 2016; 32:1873-1881. [PMID: 27479694 DOI: 10.1080/03007995.2016.1219706] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE This retrospective longitudinal cohort study aimed to compare treatment patterns, healthcare resource utilization (HRU), and costs in patients with schizophrenia treated with second-generation antipsychotic long-acting injectables (SGA-LAIs): biweekly risperidone LAI versus once-monthly paliperidone palmitate. METHODS Patients who initiated risperidone LAI or paliperidone palmitate between 1 July 2007 and 31 December 2012 (index date) were identified from the Truven MarketScan Commercial, Medicare Supplemental, and Medicaid Multi-State insurance databases. Outcomes were assessed 12 months after the index date. Propensity score matching (1:1) based on patients' demographics and comorbidities was conducted. Outcome differences between the two cohorts were evaluated using t-tests for continuous variables, chi-square tests for categorical variables, and Wilcoxon rank-sum tests for count and cost variables. Regression models estimated the difference in medication use and adherence, likelihood of HRU, number of HRU events, and healthcare costs when comparing risperidone LAI versus paliperidone palmitate, while further adjusting for patient characteristics and pre-index HRU. RESULTS Patient characteristics were well balanced between the two cohorts (n = 499 each). Significantly lower discontinuation rates (36.5% vs. 53.3%; p < 0.001) and longer days of LAI coverage (233.6 vs. 131.7 days; p < 0.001) were observed in the paliperidone palmitate cohort versus the risperidone LAI cohort, respectively. Patients treated with paliperidone palmitate were 12.5 (95% confidence interval [CI]: 9.0-17.8) and 11.7 (95% CI: 8.0-17.4) times more likely to be adherent based on medication possession ratio and proportion of days covered, respectively (p < 0.001). Patients treated with paliperidone palmitate had reduced likelihood of hospitalization (adjusted odds ratio [95% CI]: 0.72 [0.55-0.95]), fewer emergency department (ED) visits (adjusted incidence rate ratio [aIRR]: 0.67 [0.61-0.73]) and reduced length of inpatient stay (aIRR: 0.86 [0.82-0.90]), which resulted in lower monthly inpatient hospitalization costs (-$77.58; p = 0.038) and ED visits (-$9.77; p = 0.021) relative to risperidone LAI. LIMITATIONS Pharmacy costs were derived from health plan payment in the claims data and do not account for any discounts or rebates. This may have overestimated the branded drug costs in this analysis. CONCLUSIONS These findings highlight the value of once-monthly paliperidone palmitate in the treatment of patients with schizophrenia.
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Affiliation(s)
- Kruti Joshi
- a Janssen Scientific Affairs LLC , Titusville , NJ , USA
| | | | | | | | - Carmela Benson
- a Janssen Scientific Affairs LLC , Titusville , NJ , USA
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15
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Abstract
Food insecurity is an important issue in public health even in developed societies, particularly for vulnerable populations. Food insecurity refers to the uncertain or limited access to adequate and safe foods. Emerging evidence shows an association between food insecurity, type 2 diabetes risk factors, and management of type 1 and type 2 diabetes. A review of the current literature describing the association between food insecurity and diabetes reveals possible mechanisms and pathophysiologic pathways. There is less evidence for effective interventions, and much of the current literature is limited to cross-sectional studies. Future work should evaluate longitudinal associations and ways to help vulnerable patients with diabetes access adequate food for effective diabetes management.
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Affiliation(s)
- Utibe R Essien
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, 50 Staniford St, 9th Floor, Boston, MA, 02114, USA
| | - Naysha N Shahid
- Division of General Internal Medicine and Diabetes Population Health Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Seth A Berkowitz
- Harvard Medical School, 50 Staniford St, 9th Floor, Boston, MA, 02114, USA.
- Division of General Internal Medicine and Diabetes Population Health Research Center, Massachusetts General Hospital, Boston, MA, USA.
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16
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Taylor J, Siddiqi N. Improving health outcomes for adults with severe mental illness and comorbid diabetes: is supporting diabetes self-management the right approach? J Psychiatr Ment Health Nurs 2016; 23:322-30. [PMID: 27307263 DOI: 10.1111/jpm.12307] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/31/2016] [Indexed: 01/02/2023]
Affiliation(s)
- J Taylor
- Mental Health and Addiction Research Group, Department of Health Sciences, University of York, York, UK
| | - N Siddiqi
- Mental Health and Addiction Research Group, Department of Health Sciences, University of York, York, UK.,Bradford District Care NHS Foundation Trust, York, UK
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