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Chang M, Lei Y, Zhang J, Xu J, Wu H, Tang S, Yang H. Effect of Naoxintong Capsule on Microglia and Proteomics of Cortex After Myocardial Infarction in Rats. Mol Neurobiol 2024; 61:2904-2920. [PMID: 37948003 DOI: 10.1007/s12035-023-03724-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 09/16/2023] [Indexed: 11/12/2023]
Abstract
Neuroinflammation caused by microglia in the central nervous system (CNS) is observed after myocardial infarction (MI). However, the inflammatory response mechanism remains unclear. BuChang Naoxintong capsule (NXT) is a Chinese medicine for treating ischemic cardio-cerebrovascular diseases, requiring more studies to understand the pharmacodynamic mechanism. Permanent ligation of the left anterior descending coronary artery (LAD) was performed in rats. Additionally, histopathological staining in the left ventricular (LV) and immunofluorescence within the brain cortex after 1 d and 7 d of MI were performed to determine the NXT pharmacodynamic action and best administration dosage. Proteomics helped obtain the essential proteins related to neuroinflammation and MI in the heart and brain tissue after 7 d of MI. Based on TTC, HE, Masson, and immunofluorescence staining results of CD206 and IBA-1, NXT demonstrated a better pharmacodynamic action towards myocardial injury and neuroinflammation after 7 d of MI. Moreover, the human equivalent dosage of NXT (220 mg/kg) became the best administration dose. The proteome bioinformatics analysis in the LV and brain cortex was performed. Thus, the elongation of very long-chain fatty acids protein 5 (ELOVL5) and ATP-binding cassette subfamily G member 4 (ABCG4) became critical proteins related to MI and neuroinflammation. The western blotting results indicated that ABCG4 expression possessed the same trend as the proteomics results. The auto-dock results revealed that ABCG4 had a good binding ability with Ferulic acid, Paeoniflorin, and Tanshinone II A, the key ingredients of NXT. The cellular thermal shift assay results demonstrated that ABCG4 showed better thermal stability post-NXT treatment. NXT can improve myocardial injury, such as heart infarct size, pathological injury, myocardial fibrosis, and inflammatory cell infiltration. Additionally, brain neuroinflammation induced by microglia after MI affects the expression and structure of ABCG4. Thus, ABCG4 could be the key protein associated with MI and neuroinflammation.
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Affiliation(s)
- Mengli Chang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Yuxin Lei
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Jing Zhang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Jing Xu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
| | - Hongwei Wu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
| | - Shihuan Tang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
| | - Hongjun Yang
- Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
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Chang M, Wang H, Lei Y, Yang H, Xu J, Tang S. Proteomic study of left ventricle and cortex in rats after myocardial infarction. Sci Rep 2024; 14:6866. [PMID: 38514755 PMCID: PMC10958002 DOI: 10.1038/s41598-024-56816-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 03/11/2024] [Indexed: 03/23/2024] Open
Abstract
Myocardial infarction (MI) induces neuroinflammation indirectly, chronic neuroinflammation may cause neurodegenerative diseases. Changes in the proteomics of heart and brain tissue after MI may shed new light on the mechanisms involved in neuroinflammation. This study explored brain and heart protein changes after MI with a data-independent acquisition (DIA) mode proteomics approach. Permanent ligation of the left anterior descending coronary artery (LAD) was performed in the heart of rats, and the immunofluorescence of microglia in the brain cortex was performed at 1d, 3d, 5d, and 7d after MI to detect the neuroinflammation. Then proteomics was accomplished to obtain the vital proteins in the heart and brain post-MI. The results show that the number of microglia was significantly increased in the Model-1d group, the Model-3d group, the Model-5d group, and the Model-7d group compared to the Sham group. Various proteins were obtained through DIA proteomics. Linking to key targets of brain disease, 14 proteins were obtained in the brain cortex. Among them, elongation of very long chain fatty acids protein 5 (ELOVL5) and ATP-binding cassette subfamily G member 4 (ABCG4) were verified through western blotting (WB). The results of WB were consistent with the proteomics results. Therefore, these proteins may be related to the pathogenesis of neuroinflammation after MI.
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Affiliation(s)
- Mengli Chang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Huanhuan Wang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Yuxin Lei
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Hongjun Yang
- Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Jing Xu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Shihuan Tang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
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Yang H, Sun D, Yang Y, Lin R, Xu J, Wu J, Cui X, Li J, Qin G, Han X, Yu Y. Association of depression with all-cause and cardiovascular mortality among US adults with high and low baseline risk of cardiovascular disease. Psychiatry Res 2023; 320:115051. [PMID: 36652845 DOI: 10.1016/j.psychres.2023.115051] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/13/2023]
Abstract
The intervention of depression was considered a prevention and treatment option for cardiovascular disease (CVD). However, evidence regarding whether association of depression with mortality differed among people at high or low risk of CVD yielded conflicting results. We aimed to investigate associations between depression and all-cause and CVD mortality among 3854 and 3044 US adults at high and low baseline risk of CVD, respectively. Among participants at high risk of CVD, depression and per 5-point increase in PHQ-9 score were associated with 81% (HR=1.81, 95%CI: 1.15-2.86) and 33% (HR=1.33, 95%CI: 1.14-1.55) increased all-cause mortality, respectively. We did not find statistically significant associations between depression (HR=1.40, 95%CI: 0.67-2.95) and PHQ-9 score (HR=1.28, 95%CI: 1.00-1.63) with CVD mortality due to a small number of mortality events. Among people with low risk of CVD, each 5-point increment in PHQ-9 score was associated with all-cause mortality (HR=1.26, 95%CI: 1.02-1.56), while there was no statistically significant association of depression with all-cause mortality (HR=1.69, 95%CI: 0.75-3.81) and CVD mortality (HR=1.99, 95%CI: 0.83-4.81). This study found that depression was associated with all-cause mortality among individuals at a high baseline risk of CVD, but no significant association was observed in people at a low baseline risk of CVD.
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Affiliation(s)
- Hui Yang
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Di Sun
- Department of Cardiology, Shengli Oilfield Central Hospital, Dongying, Shandong, China
| | - Yating Yang
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Ruilang Lin
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Jiaqin Xu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Jingyi Wu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Xiaorui Cui
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Jiong Li
- Department of Clinical Medicine-Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
| | - Guoyou Qin
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China; Shanghai Institute of Infectious Disease and Biosecurity, Shanghai, China.
| | - Xiaojie Han
- The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China.
| | - Yongfu Yu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China; Shanghai Institute of Infectious Disease and Biosecurity, Shanghai, China.
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Prigge R, Wild SH, Jackson CA. Depression, diabetes, comorbid depression and diabetes and risk of all-cause and cause-specific mortality: a prospective cohort study. Diabetologia 2022; 65:1450-1460. [PMID: 35622126 PMCID: PMC9345808 DOI: 10.1007/s00125-022-05723-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 04/08/2022] [Indexed: 01/11/2023]
Abstract
AIMS/HYPOTHESIS The aim of this study was to investigate the risks of all-cause and cause-specific mortality among participants with neither, one or both of diabetes and depression in a large prospective cohort study in the UK. METHODS Our study population included 499,830 UK Biobank participants without schizophrenia and bipolar disorder at baseline. Type 1 and type 2 diabetes and depression were identified using self-reported diagnoses, prescribed medication and hospital records. Mortality was identified from death records using the primary cause of death to define cause-specific mortality. We performed Cox proportional hazards models to estimate the risk of all-cause mortality and mortality from cancer, circulatory disease and causes of death other than circulatory disease or cancer among participants with either depression (n=41,791) or diabetes (n=22,677) alone and with comorbid diabetes and depression (n=3597) compared with the group with neither condition (n=431,765), adjusting for sociodemographic and lifestyle factors, comorbidities and history of CVD or cancer. We also investigated the interaction between diabetes and depression. RESULTS During a median of 6.8 (IQR 6.1-7.5) years of follow-up, there were 13,724 deaths (cancer, n=7976; circulatory disease, n=2827; other causes, n=2921). Adjusted HRs of all-cause mortality and mortality from cancer, circulatory disease and other causes were highest among people with comorbid depression and diabetes (HRs 2.16 [95% CI 1.94, 2.42]; 1.62 [95% CI 1.35, 1.93]; 2.22 [95% CI 1.80, 2.73]; and 3.60 [95% CI 2.93, 4.42], respectively). The risks of all-cause, cancer and other mortality among those with comorbid depression and diabetes exceeded the sum of the risks due to diabetes and depression alone. CONCLUSIONS/INTERPRETATION We confirmed that depression and diabetes individually are associated with an increased mortality risk and also identified that comorbid depression and diabetes have synergistic effects on the risk of all-cause mortality that are largely driven by deaths from cancer and causes other than circulatory disease and cancer.
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Affiliation(s)
- Regina Prigge
- Usher Institute, Centre for Population Health Sciences, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK.
| | - Sarah H Wild
- Usher Institute, Centre for Population Health Sciences, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - Caroline A Jackson
- Usher Institute, Centre for Population Health Sciences, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
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Inoue K, Mayeda ER, Nianogo R, Paul K, Yu Y, Haan M, Ritz B. Estimating the joint effect of diabetes and subsequent depressive symptoms on mortality among older latinos. Ann Epidemiol 2021; 64:120-126. [PMID: 34563570 PMCID: PMC11232658 DOI: 10.1016/j.annepidem.2021.09.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 08/19/2021] [Accepted: 09/12/2021] [Indexed: 11/19/2022]
Abstract
PURPOSE Diabetes and depression are risk factors for cardiovascular disease, but the evidence about their interaction effect on long-term health outcomes among Latinos is lacking. We aimed to investigate the joint association of diabetes and subsequent depressive symptoms with mortality among older Latinos, an understudied racial/ethnic group with high prevalence of diabetes. METHODS This study included 1,495 adults from the Sacramento Area Latino Study on Aging. We employed Cox proportional-hazards models to estimate the adjusted hazard ratios [aHRs] for cardiovascular and all-cause mortality according to diabetes status at enrollment and depressive symptoms a year after the enrollment. We used marginal structural models to adjust for time-varying confounders. RESULTS The mean age (standard deviation) of participants was 70 (6.6) years. Over follow-up (median 7.7 years), diabetes and depressive symptoms were individually associated with increased risk of cardiovascular mortality (diabetes, aHR[95% CI]=2.13[1.60-2.84]; depressive symptoms, aHR[95% CI]=1.62[1.09-2.39]) and all-cause mortality (diabetes, aHR[95% CI]=1.92[1.53-2.41]; depressive symptoms, aHR[95% CI]=1.41[1.02-1.94]). After adjusting for time-varying confounders, we found a multiplicative interaction between diabetes and subsequent depressive symptoms for cardiovascular mortality (aHR[95% CI]=2.94[1.07-8.39]), but not all-cause mortality (aHR[95% CI]=1.80[0.81-4.35]). CONCLUSIONS Using a longitudinal cohort of community-dwelling older Latinos, we found that diabetes and subsequent depressive symptoms were jointly associated with increased risk of cardiovascular mortality.
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Affiliation(s)
- Kosuke Inoue
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA; Department of Social Epidemiology, Graduate School of Medicine, Kyoto University, Japan
| | | | - Roch Nianogo
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA
| | - Kimberly Paul
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA
| | - Yu Yu
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA
| | - Mary Haan
- Department of Epidemiology & Biostatistics, School of Medicine, UCSF, San Francisco, CA
| | - Beate Ritz
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA; Department of Environmental Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA; Department of Neurology, UCLA David Geffen School of Medicine, Los Angeles, CA.
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Luo H, Jiang ZL, Ren Y. Therapy Management of Metabolic Disorder Comorbidity With Depression. Front Psychol 2021; 12:683320. [PMID: 34408704 PMCID: PMC8366060 DOI: 10.3389/fpsyg.2021.683320] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 06/29/2021] [Indexed: 11/29/2022] Open
Abstract
Depression is a common disease that seriously endangers the physical and mental health of human beings, and it often coexists with other metabolic disorders such as diabetes and cancer. There have been endless reports on the mechanism, prevention, and cure of comorbidity because of its high incidence and poor prognosis and the increased burden on the family and society. There may be a specific comorbid basis and causal relationship between depression and metabolic diseases. Depression in patients with metabolic disorders can be effectively alleviated through psychotherapy and medication. The timely and effective treatment of depression can significantly improve the quality of life of patients with metabolic disorders, reduce their psychological burden, and promote the effective treatment of metabolic diseases. This study reorganized the research progress on the management of metabolic disorder comorbidity with depression.
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Affiliation(s)
- Hua Luo
- Department of Orthopedics, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
| | - Zheng-Li Jiang
- Department of Pharmacy, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
| | - Yu Ren
- Department of Pharmacy, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
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Inoue K, Beekley J, Goto A, Jeon CY, Ritz BR. Depression and cardiovascular disease events among patients with type 2 diabetes: A systematic review and meta-analysis with bias analysis. J Diabetes Complications 2020; 34:107710. [PMID: 32921574 PMCID: PMC7467011 DOI: 10.1016/j.jdiacomp.2020.107710] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 07/22/2020] [Accepted: 08/18/2020] [Indexed: 12/31/2022]
Abstract
AIMS To provide updated systematic and quantitative summary of the association between depression and the risk of CVD events among individuals with type 2 diabetes. We also aimed to examine the sensitivity of the association to uncontrolled confounding. METHODS Data sources included Medline, Embase, and PsycInfo through September 2019. Two independent reviewers selected cohort studies that evaluated the association between depression and fatal or non-fatal CVD events among individuals with type 2 diabetes. Bias analysis was performed using the bias formula approach. RESULTS Of 2527 citations screened, 17 eligible studies with a total of 1,033,131 participants were identified. Based on random-effects meta-analysis, depression was associated with higher risks of non-fatal CVD events (relative risk 1.35, 95% confidence interval [CI] 1.20 to 1.53) and fatal CVD event (relative risk 1.47, 95% CI 1.21 to 1.77). Bias analysis indicated that unmeasured confounders alone may not explain the observed association between depression and CVD events among individuals with type 2 diabetes. CONCLUSIONS Depression was associated with a higher risk of non-fatal and fatal CVD events among individuals with type 2 diabetes. Our findings provide updated and robust evidence about the association between depression and CVD events among individuals with type 2 diabetes.
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Affiliation(s)
- Kosuke Inoue
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, United States; Division of Nephrology and Endocrinology, University of Tokyo Graduate School of Medicine, Tokyo, Japan..
| | - James Beekley
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, United States
| | - Atsushi Goto
- Metabolic Epidemiology Section, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Christie Y Jeon
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Beate R Ritz
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, United States; Department of Environmental Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA, United States; Department of Neurology, UCLA David Geffen School of Medicine, Los Angeles, CA, United States
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Marrie RA, Walld R, Bolton JM, Sareen J, Patten SB, Singer A, Lix LM, Hitchon CA, El-Gabalawy R, Katz A, Fisk JD, Bernstein CN. Psychiatric comorbidity increases mortality in immune-mediated inflammatory diseases. Gen Hosp Psychiatry 2018; 53:65-72. [PMID: 29929117 DOI: 10.1016/j.genhosppsych.2018.06.001] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 06/05/2018] [Accepted: 06/06/2018] [Indexed: 12/14/2022]
Abstract
OBJECTIVE We determined the association between any common mental disorder (CMD: depression, anxiety disorder, bipolar disorder) and mortality and suicide in three immune-mediated inflammatory diseases (IMID), inflammatory bowel disease (IBD), multiple sclerosis (MS) and rheumatoid arthritis (RA), versus age-, sex- and geographically-matched controls. METHODS Using administrative data, we identified 28,384 IMID cases (IBD: 8695; MS: 5496; RA: 14,503) and 141,672 matched controls. We determined annual rates of mortality, suicide and suicide attempts. We evaluated the association of any CMD with all-cause mortality and suicide using multivariable Cox regression models. RESULTS In the IMID cohort, any CMD was associated with increased mortality. We observed a greater than additive interaction between depression and IMID status (attributable proportion 5.2%), but a less than additive interaction with anxiety (attributable proportion -13%). Findings were similar for MS and RA. In IBD, a less than additive interaction existed with depression and anxiety on mortality risk. The IMID cohort with any CMD had an increased suicide risk versus the matched cohort without CMD. CONCLUSION CMD are associated with increased mortality and suicide risk in IMID. In MS and RA, the effects of depression on mortality risk are greater than associations of these IMID and depression alone.
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Affiliation(s)
- Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.
| | - Randy Walld
- Manitoba Centre for Health Policy, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - James M Bolton
- Department of Psychiatry, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Jitender Sareen
- Department of Psychiatry, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Scott B Patten
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Alexander Singer
- Department of Family Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Carol A Hitchon
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Renée El-Gabalawy
- Department of Clinical Health Psychology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Anesthesia and Perioperative Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Alan Katz
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Manitoba Centre for Health Policy, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada; Department of Family Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - John D Fisk
- Departments of Psychiatry, Psychology & Neuroscience, and Medicine, Dalhousie University, Halifax, Canada
| | - Charles N Bernstein
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
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Vega C, Becker RV, Mucha L, Lorenz BH, Eaddy MT, Ogbonnaya AO. Impact of adherence to antidepressants on healthcare outcomes and costs among patients with type 2 diabetes and comorbid major depressive disorder. Curr Med Res Opin 2017. [PMID: 28644095 DOI: 10.1080/03007995.2017.1347092] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To evaluate the association between adherence to antidepressants and an effect on clinical outcomes and healthcare costs in patients with major depressive disorder (MDD) and comorbid type 2 diabetes (T2D). METHODS This retrospective study used MarketScan claims data from January 2012 to March 2014. Study entry was the first claim for an antidepressant and a diagnosis code for MDD and T2D in the prior 6 months. Adherence and persistence with antidepressant therapy in the first 180 days were defined as medication possession ratio (MPR) ≥ 80% and length of therapy (LOT), with no treatment gap of >15 days, respectively. T2D control (HbA1c <7%), oral diabetes medication adherence, and healthcare costs were measured in the 12 month post-index period. The impact of antidepressant adherence and persistence on outcomes was assessed using multivariable analyses. RESULTS Among the 1361 patients included, the mean age was 59 years and 55% were women. About one-third of the patients were adherent (35.9%, mean MPR = 40%), persistent (32.0%, average LOT = 100 days), and adherent/persistent (31.2%) on antidepressants. Being adherent, persistent, or adherent/persistent to antidepressants was associated with a two-fold improvement in adherence to oral diabetes medications. Of those with HbA1c data (n = 121), adherence or adherence/persistence to antidepressants was associated with patients being five times more likely to have T2D control (odds ratio [OR]: 4.95; 95% confidence interval [CI]: 1.39, 17.59, p = .0134). Comparison between antidepressant-persistent and non-persistent patients was not significant. Mean difference in adjusted all-cause annual costs showed lower costs among antidepressant-adherent and adherent/persistent patients (adherent: -$350, 95% CI: -$462, -$247; adherent/persistent: -$1165; 95% CI: -$1280, -$1060). CONCLUSIONS Patients with better antidepressant adherence and adherence/persistence demonstrated better HbA1c control, with lower all-cause total and medical costs. Adherence, persistence, or adherence/persistence to antidepressants was associated with improved adherence to oral diabetes medications.
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Affiliation(s)
- Charles Vega
- a University of California Irvine , Department of Family Medicine , Orange , CA , USA
| | | | - Lisa Mucha
- c Takeda Pharmaceuticals USA Inc., US Health Economics and Outcomes Research , Deerfield , IL , USA
| | - Betty H Lorenz
- d Takeda Pharmaceuticals USA Inc., Medical Affairs , Deerfield , IL , USA
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Kowalski AJ, Poongothai S, Chwastiak L, Hutcheson M, Tandon N, Khadgawat R, Sridhar GR, Aravind SR, Sosale B, Anjana RM, Rao D, Sagar R, Mehta N, Narayan KMV, Unutzer J, Katon W, Mohan V, Ali MK. The INtegrating DEPrEssioN and Diabetes treatmENT (INDEPENDENT) study: Design and methods to address mental healthcare gaps in India. Contemp Clin Trials 2017. [PMID: 28642211 DOI: 10.1016/j.cct.2017.06.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
INTRODUCTION Depression and diabetes are highly prevalent worldwide and often co-exist, worsening outcomes for each condition. Barriers to diagnosis and treatment are exacerbated in low and middle-income countries with limited health infrastructure and access to mental health treatment. The INtegrating DEPrEssioN and Diabetes treatmENT (INDEPENDENT) study tests the sustained effectiveness and cost-effectiveness of a multi-component care model for individuals with poorly-controlled diabetes and depression in diabetes clinics in India. MATERIALS AND METHODS Adults with diabetes, depressive symptoms (Patient Health Questionnaire-9 score≥10), and ≥1 poorly-controlled cardiometabolic indicator (either HbA1c≥8.0%, SBP≥140mmHg, and/or LDL≥130mg/dl) were enrolled and randomized to the intervention or usual care. The intervention combined collaborative care, decision-support, and population health management. The primary outcome is the between-arm difference in the proportion of participants achieving combined depression response (≥50% reduction in Symptom Checklist score from baseline) AND one or more of: ≥0.5% reduction in HbA1c, ≥5mmHg reduction in SBP, or ≥10mg/dl reduction in LDL-c at 24months (12-month intervention; 12-month observational follow-up). Other outcomes include control of individual parameters, patient-centered measures (i.e. treatment satisfaction), and cost-effectiveness. RESULTS The study trained seven care coordinators. Participant recruitment is complete - 940 adults were screened, with 483 eligible, and 404 randomized (196 to intervention; 208 to usual care). Randomization was balanced across clinic sites. CONCLUSIONS The INDEPENDENT model aims to increase access to mental health care and improve depression and cardiometabolic disease outcomes among complex patients with diabetes by leveraging the care provided in diabetes clinics in India (clinicaltrials.gov number: NCT02022111).
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Affiliation(s)
- A J Kowalski
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA 30322, United States
| | - S Poongothai
- Madras Diabetes Research Foundation, Dr. Mohan's Diabetes Specialities Centre, 4, Conran Smith Road, Gopalapuram, Chennai 600 086, Tamil Nadu, India
| | - L Chwastiak
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - M Hutcheson
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA 30322, United States
| | - N Tandon
- All India Institute of Medical Sciences, Department of Endocrinology & Metabolism, Biotechnology Block, 3rd Floor, Rm #312, Ansari Nagar, New Delhi 110 029, India
| | - R Khadgawat
- All India Institute of Medical Sciences, Department of Endocrinology & Metabolism, Biotechnology Block, 3rd Floor, Rm #312, Ansari Nagar, New Delhi 110 029, India
| | - G R Sridhar
- Endocrine and Diabetes Centre, Visakhapatnam, Andhra Pradesh, India
| | - S R Aravind
- Diacon Hospital, Diabetes Care and Research Center, Rajajinagar, Bangalore 560 010, Karantaka, India
| | - B Sosale
- Diacon Hospital, Diabetes Care and Research Center, Rajajinagar, Bangalore 560 010, Karantaka, India
| | - R M Anjana
- Madras Diabetes Research Foundation, Dr. Mohan's Diabetes Specialities Centre, 4, Conran Smith Road, Gopalapuram, Chennai 600 086, Tamil Nadu, India
| | - D Rao
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States; Department of Global Health, University of Washington, Seattle, WA, United States
| | - R Sagar
- All India Institute of Medical Sciences, Department of Psychiatry, Ansari Nagar, New Delhi 110 029, India
| | - N Mehta
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA 30322, United States
| | - K M V Narayan
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA 30322, United States
| | - J Unutzer
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - W Katon
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - V Mohan
- Madras Diabetes Research Foundation, Dr. Mohan's Diabetes Specialities Centre, 4, Conran Smith Road, Gopalapuram, Chennai 600 086, Tamil Nadu, India
| | - M K Ali
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA 30322, United States.
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Haleem DJ, Sheikh S, Fawad A, Haleem MA. Fasting leptin and glucose in normal weight, over weight and obese men and women diabetes patients with and without clinical depression. Metab Brain Dis 2017; 32:757-764. [PMID: 28197877 DOI: 10.1007/s11011-017-9964-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 01/31/2017] [Indexed: 01/05/2023]
Abstract
A large number of diabetes patients suffer from major depression and are at high risk of mortality. In view of a role of leptin in diabetes, depression and energy homeostasis, the present study concerns circulating levels of leptin in different BMI groups of un-depressed and depressed diabetes patients. Six hundred thirty male and female patients with a primary diagnosis of diabetes were grouped according to BMI and with or without clinical symptoms of depression. Age matched healthy, normal weight male and female volunteers without clinical symptoms of depression or diabetes were taken as controls. Blood samples were obtained after an overnight fast of 12 h. Serum was stored for the determination of leptin and glucose. We found that there were more female than male diabetes patients with comorbid depression. Fasting leptin was higher in normal weight non-diabetes women than men; but comparable in normal weight men and women diabetes patients. Fasting glucose levels were higher in diabetes than non diabetes groups; values were comparable in men and women. Depression was associated with a decrease and increase in leptin respectively in normal-overweight and obese men and women diabetes patients. Glucose levels were also higher in obese depressed than un-depressed diabetes patients. The results suggested that the female gender is at greater risk to comorbid diabetes with depression. Adipo-insular axis plays an important role in diabetes, associated depression and in the greater risk of the female gender to comorbid diabetes with depression.
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Affiliation(s)
- Darakhshan Jabeen Haleem
- Neuroscience Research Laboratory, Dr. Panjwani Center for Molecular Medicine and Drug Research, University of Karachi, Karachi, 75270, Pakistan
| | - Shehnaz Sheikh
- Department of Biochemistry, Liaquat National Hospital & Medical College, Karachi, Pakistan
| | - Asher Fawad
- Baqai Institute of Diabetology and Endocrinology, Karachi, Pakistan
| | - Muhammad A Haleem
- Department of Biomedical Engineering, Sir Syed University of Engineering and Technology, Karachi, 75300, Pakistan
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12
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Trikkalinou A, Papazafiropoulou AK, Melidonis A. Type 2 diabetes and quality of life. World J Diabetes 2017; 8:120-129. [PMID: 28465788 PMCID: PMC5394731 DOI: 10.4239/wjd.v8.i4.120] [Citation(s) in RCA: 296] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 08/24/2016] [Accepted: 01/18/2017] [Indexed: 02/05/2023] Open
Abstract
It is true that a primary goal of diabetes early diagnosis and treatment is quality of life (QoL). The term QoL is still confusing but it is agreed that it composes of four components: The physical component, mental, cogitative component, psychological and social component. Many articles have been written addressing those four components. During the last five years 15500 articles and reviews have been written addressing diabetes and coronary arterial disease, 16100 addressing diabetes and renal function, 28900 addressing diabetes and retinopathy, 16800 addressing diabetic foot ulcers and other 26300 addressing diabetic neuropathy. Moreover 17200 articles are dealing with diabetic sexual dysfunction, 24500 with the correlation of diabetes and depression 17500 about diabetes and dementia, only 1 about diabetes and family functioning and 1950000 about diabetes and QoL, indicating the worldwide interest. In order to confront this metabolic anomaly and its consequences, researchers developed numerous generic and disease specific psychometric tools. With the aid of those psychometric tools the scientific community has started to realize the gruesome effect of diabetes on patients’ lives. Diabetic’s QoL becomes worse when complications start to develop or comorbidities coexist. Dominant amongst complications, in health-related quality of life (HRQoL) lowering, but not related to risk factors (genetic, the weight of birth, or others) is coronary arterial disease followed by renal failure, blindness, and the combination of micro- and macro-vascular complications and in some studies by sexual dysfunction. Moreover many are the comorbidities which deteriorate further the effect of diabetes in a patient life. Among them obesity, hypertension, dyslipidemia, depression, arthritis are the most common. Most intriguing field for research is the interaction of diabetes and depression and in some cases the progression to dementia. Many aspects and combinations of actions are under researchers’ microscope regarding the improvement of HRQoL scores. Until now, the studies performed, have demonstrated little to moderate benefit. More of them are needed to draw safe conclusions on the topic of the best combination of actions to optimize the HRQoL scores.
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Gholap NN, Achana FA, Davies MJ, Ray KK, Gray L, Khunti K. Long-term mortality after acute myocardial infarction among individuals with and without diabetes: A systematic review and meta-analysis of studies in the post-reperfusion era. Diabetes Obes Metab 2017; 19:364-374. [PMID: 27862801 DOI: 10.1111/dom.12827] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Revised: 11/07/2016] [Accepted: 11/09/2016] [Indexed: 12/13/2022]
Abstract
AIMS To conduct a systematic review and meta-analysis with the aim of providing robust estimates of the association between diabetes and long-term (≥1 year) mortality after acute myocardial infarction (AMI). MATERIAL AND METHODS Medline, Embase and Web of Science databases were searched (January 1985 to July 2016) for terms related to long-term mortality, diabetes and AMI. Two authors independently abstracted the data. Hazard ratios (HRs) comparing mortality in people with and without diabetes were pooled across studies using Bayesian random-effects meta-analysis. RESULTS A total of 10 randomized controlled trials and 56 cohort studies, including 714 780 patients, reported an estimated total of 202 411 deaths over the median (range) follow-up of 2.0 (1-20) years. The risk of death over time was significantly higher among those with diabetes compared with those without (unadjusted HR 1.82, 95% credible interval [CrI] 1.73-1.91). Mortality remained higher in the analysis restricted to 23/64 cohorts reporting data adjusted for confounders (adjusted HR 1.48, 95% CrI 1.43-1.53). The excess long-term mortality in diabetes was evident irrespective of the phenotype and modern treatment of AMI, and persisted in early survivors (unadjusted HR 1.82, 95% CrI 1.70-1.95). CONCLUSIONS Despite medical advances, individuals with diabetes have a 50% greater long-term mortality compared with those without. Further research to understand the determinants of this excess risk are important for public health, given the predicted rise in global diabetes prevalence.
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Affiliation(s)
- Nitin N Gholap
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Department of Health Sciences, University of Leicester, Leicester, UK
- Department of Diabetes, Endocrinology and Metabolism, University Hospitals Coventry and Warwickshire, NHS Trust, Coventry, UK
| | - Felix A Achana
- Clinical Trials Unit, University of Warwick, Coventry, UK
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Clinical Trials Unit, Leicester Diabetes Centre, University of Leicester, Leicester, UK
- Lifestyle and Physical Activity Biomedical Research Unit, Leicester-Loughborough NIHR Diet, Leicester, UK
- NIHR Collaborations for Leadership in Applied Health Research and Care (CLAHRC), Leicester, UK
| | - Kausik K Ray
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Laura Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
- Leicester Clinical Trials Unit, Leicester Diabetes Centre, University of Leicester, Leicester, UK
- Lifestyle and Physical Activity Biomedical Research Unit, Leicester-Loughborough NIHR Diet, Leicester, UK
- NIHR Collaborations for Leadership in Applied Health Research and Care (CLAHRC), Leicester, UK
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Engelmann J, Manuwald U, Rubach C, Kugler J, Birkenfeld AL, Hanefeld M, Rothe U. Determinants of mortality in patients with type 2 diabetes: a review. Rev Endocr Metab Disord 2016; 17:129-37. [PMID: 27068710 DOI: 10.1007/s11154-016-9349-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
UNLABELLED We aimed to review and summarize the evidence from accomplished trials analyzing factors influencing mortality in patients with T2DM and to provide some recommendations for targets and treatment in the European region. The following databases were searched for relevant trials: PubMed and the Cochrane Library. Of 3.806 citations, 134 trials met our inclusion criteria. RESULTS The reduction in lifetime for 65 + -years-old patients having less than 10 years T2DM amounts to 1.8 years. Having T2DM for more than 10 years lifetime will be reduced by 2.7 years. However, the lifetime shortening factor of T2DM will even be stronger for 40 + -years-old patients at onset. Males will lose 11.6 years of life and 18.6 QUALYs. T2DM among females will reduce life by 14 QUALYs by 22 years. From a statistical point of view, the highest mortality rate will occur in an over 55-years-old European smoking and non-compliant diabetic woman with alcohol abuse living in a rural area with a low level of education and a low socio-economic status. Furthermore, other co-morbidities such as cardiovascular diseases, gout, and depression affect mortality. Additionally, mortality will increase with a BMI over 35 and also with a BMI under 20-25. This refers to the obesity paradox indicating a higher mortality rate among normal weight patients with T2DM compared to overweight patients with T2DM. HbA1c-levels between 6.5 % and 7 % are associated with the lowest impact on mortality.
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Affiliation(s)
- Jana Engelmann
- Health Sciences/Public Health, Faculty of Medicine, TUD, Fetscherstraße 74, D-01307, Dresden, Germany
| | - Ulf Manuwald
- Health Sciences/Public Health, Faculty of Medicine, TUD, Fetscherstraße 74, D-01307, Dresden, Germany
| | - Constanze Rubach
- Health Sciences/Public Health, Faculty of Medicine, TUD, Fetscherstraße 74, D-01307, Dresden, Germany
| | - Joachim Kugler
- Health Sciences/Public Health, Faculty of Medicine, TUD, Fetscherstraße 74, D-01307, Dresden, Germany
| | - Andreas L Birkenfeld
- Medical Clinic III, University Clinic, Faculty of Medicine, TUD, Fetscherstraße 74, D-01307, Dresden, Germany
- Study Center Prof. Hanefeld, Research for Metabolic Vascular Syndrome, GWT-TUD GmbH, Fiedlerstraße 34, D-01307, Dresden, Germany
| | - Markolf Hanefeld
- Study Center Prof. Hanefeld, Research for Metabolic Vascular Syndrome, GWT-TUD GmbH, Fiedlerstraße 34, D-01307, Dresden, Germany
| | - Ulrike Rothe
- Health Sciences/Public Health, Faculty of Medicine, TUD, Fetscherstraße 74, D-01307, Dresden, Germany.
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15
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Rao D, Lipira L, Kumar S, Mohanraj R, Poongothai S, Tandon N, Sridhar GR, Katon W, Narayan KV, Chwastiak L, Mohan V, Ali MK. Input of stakeholders on reducing depressive symptoms and improving diabetes outcomes in India: Formative work for the INDEPENDENT Study. INTERNATIONAL JOURNAL OF NONCOMMUNICABLE DISEASES 2016; 1:65-75. [PMID: 29075675 DOI: 10.4103/2468-8827.191979] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
AIMS Depression and diabetes are highly comorbid, adversely affecting treatment adherence and resulting in poor outcomes. To improve treatment and outcomes for people dually-affected by diabetes and depression in India, we aimed to develop and test an integrated care model. In the formative phase of this INtegrated DEPrEssioN and Diabetes TreatmENT (INDEPENDENT) study, we sought stakeholder perspectives to inform culturally-sensitive adaptations of the intervention. METHODS At our Delhi, Chennai, and Vishakhapatnam sites, we conducted focus groups for patients with diabetes and depression and interviewed healthcare workers, family members, and patients. These key informants were asked about experiences with diabetes and depression and for feedback on intervention materials. Data were analyzed using a grounded theory approach. RESULTS Three major themes emerged that have bearing on adaptation of the proposed intervention: importance of family assistance, concerns regarding patient/family understanding of diabetes, and feedback regarding the proposed intervention (e.g. adequate time needed for implementation; training program and intervention should address stigma). CONCLUSIONS Based on our findings, the following components would add value when incorporated into the intervention: 1) engaging families in the treatment process, 2) clear/simple written information, 3) clear non-jargon verbal explanations, and 4) coaching to help patients cope with stigma.
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Affiliation(s)
- Deepa Rao
- Department of Global Health; Department of Psychiatry and Behavioral Sciences, Health Services University of Washington, Seattle, USA
| | - Lauren Lipira
- Department of Health Services, University of Washington, Seattle, USA
| | - Shuba Kumar
- Samarth, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Rani Mohanraj
- Samarth, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Subramani Poongothai
- Department of Clinical Trials, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Nikhil Tandon
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, New Delhi, India
| | - G R Sridhar
- Endocrine and Diabetes Centre, Visakhapatnam, Andhra Pradesh, India
| | - Wayne Katon
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA
| | - Km Venkat Narayan
- Department of Global Health and Epidemiology; Department of Medicine, Emory University, Atlanta, GA, USA
| | - Lydia Chwastiak
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA
| | - Viswanathan Mohan
- Department of Diabetology, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Mohammed K Ali
- Department of Medicine, Emory University, Atlanta, GA, USA
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17
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Sullivan TR, Salter AB, Ryan P, Lee KJ. Bias and Precision of the "Multiple Imputation, Then Deletion" Method for Dealing With Missing Outcome Data. Am J Epidemiol 2015; 182:528-34. [PMID: 26337075 DOI: 10.1093/aje/kwv100] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 04/08/2015] [Indexed: 01/18/2023] Open
Abstract
Multiple imputation (MI) is increasingly being used to handle missing data in epidemiologic research. When data on both the exposure and the outcome are missing, an alternative to standard MI is the "multiple imputation, then deletion" (MID) method, which involves deleting imputed outcomes prior to analysis. While MID has been shown to provide efficiency gains over standard MI when analysis and imputation models are the same, the performance of MID in the presence of auxiliary variables for the incomplete outcome is not well understood. Using simulated data, we evaluated the performance of standard MI and MID in regression settings where data were missing on both the outcome and the exposure and where an auxiliary variable associated with the incomplete outcome was included in the imputation model. When the auxiliary variable was unrelated to missingness in the outcome, both standard MI and MID produced negligible bias when estimating regression parameters, with standard MI being more efficient in most settings. However, when the auxiliary variable was also associated with missingness in the outcome, alarmingly MID produced markedly biased parameter estimates. On the basis of these results, we recommend that researchers use standard MI rather than MID in the presence of auxiliary variables associated with an incomplete outcome.
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18
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Ascher-Svanum H, Zagar A, Jiang D, Schuster D, Schmitt H, Dennehy EB, Kendall DM, Raskin J, Heine RJ. Associations Between Glycemic Control, Depressed Mood, Clinical Depression, and Diabetes Distress Before and After Insulin Initiation: An Exploratory, Post Hoc Analysis. Diabetes Ther 2015; 6:303-16. [PMID: 26159935 PMCID: PMC4575299 DOI: 10.1007/s13300-015-0118-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Although depression is often associated with poor glycemic control in patients with type 2 diabetes mellitus (T2DM), this observation has been inconsistent. This exploratory, post hoc analysis investigated associations between depression parameters and glycemic control using data from a 24-month, prospective, observational, non-interventional study evaluating glycemic response following insulin initiation for T2DM. METHODS We analyzed data from a 24-month, prospective, observational study that evaluated glycemic response in patients with T2DM who initiated insulin therapy (N = 985) in 5 European countries. Secondary measures included patient-reported diagnosis of depression at baseline, severity of depressed/anxious mood (EuroQol (EQ)-5D item) and diabetes-related distress (Psychological Distress domain of the Diabetes Health Profile, DHP-18). The latter two measures were assessed at baseline and 5 time points throughout the study. Glycemic control was measured by glycated hemoglobin (HbA1c) at these same time points. Analyses employed t tests to assess the unadjusted baseline difference in HbA1c between patients with and without the respective depression parameter. The potential effect of demographic and clinical confounding variables was controlled through a linear model structure. Patient HbA1c levels were analyzed by presence/absence of a history of diagnosed depression, depressed mood, and diabetes-related distress. RESULTS Patients with higher depression parameters or distress at baseline had significantly higher rates of microvascular complications at baseline. Patients with a history of diagnosed depression or high diabetes-related distress had higher HbA1c than patients without. HbA1c of patients with or without depressed mood was not significantly different at baseline. The proportion of patients with depressed mood declined after insulin initiation, whereas the proportion of patients with high diabetes-related distress did not significantly change. HbA1c improved following insulin initiation, regardless of presence/absence of studied depression/distress parameters at baseline. CONCLUSION History of diagnosed depression, diabetes-related distress, and depressed mood were associated with a higher rate of microvascular complications. Diagnosed depression and diabetes-related distress also showed higher HbA1c at baseline when insulin was initiated. Insulin therapy improved glycemic control, while preexisting depressed mood declined and diabetes-related distress remained unchanged.
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Affiliation(s)
| | | | | | | | | | - Ellen B Dennehy
- Eli Lilly and Company, Indianapolis, IN, USA
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA
| | | | - Joel Raskin
- Eli Lilly and Company, Indianapolis, IN, USA
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Petrak F, Baumeister H, Skinner TC, Brown A, Holt RIG. Depression and diabetes: treatment and health-care delivery. Lancet Diabetes Endocrinol 2015; 3:472-485. [PMID: 25995125 DOI: 10.1016/s2213-8587(15)00045-5] [Citation(s) in RCA: 105] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2014] [Accepted: 03/05/2015] [Indexed: 12/12/2022]
Abstract
Despite research efforts in the past 20 years, scientific evidence about screening and treatment for depression in diabetes remains incomplete and is mostly focused on North American and European health-care systems. Validated instruments to detect depression in diabetes, although widely available, only become effective and thus recommended if subsequent treatment pathways are accessible, which is often not the case. Because of the well known adverse effects of the interaction between depression and diabetes, treatment goals should focus on the remission or improvement of depression as well as improvement in glycaemic control as a marker for subsequent diabetes outcome. Scientific evidence evaluating treatment for depression in type 1 and type 2 diabetes shows that depression can be treated with moderate success by various psychological and pharmacological interventions, which are often implemented through collaborative care and stepped-care approaches. The evidence for improved glycaemic control in the treatment of depression by use of selective serotonin reuptake inhibitors or psychological approaches is conflicting; only some analyses show small to moderate improvements in glycaemic control. More research is needed to evaluate treatment of different depression subtypes in people with diabetes, the cost-effectiveness of treatments, the use of health-care resources, the need to account for cultural differences and different health-care systems, and new treatment and prevention approaches.
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Affiliation(s)
- Frank Petrak
- Department of Psychosomatic Medicine and Psychotherapy, LWL-University Clinic Bochum, Ruhr-University Bochum and Centre for Psychotherapy Wiesbaden, Wiesbaden Germany.
| | - Harald Baumeister
- Department of Rehabilitation Psychology and Psychotherapy, Institute of Psychology and Medical Psychology and Medical Sociology, Medical Faculty, University of Freiburg, Freiburg, Germany
| | - Timothy C Skinner
- School of Psychological and Clinical Sciences, Charles Darwin University, Darwin, Australia
| | - Alex Brown
- South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - Richard I G Holt
- Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, Southampton, UK
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Wardenaar KJ, Wanders RBK, Roest AM, Meijer RR, De Jonge P. What does the beck depression inventory measure in myocardial infarction patients? a psychometric approach using item response theory and person-fit. Int J Methods Psychiatr Res 2015; 24:130-42. [PMID: 25994207 PMCID: PMC6878327 DOI: 10.1002/mpr.1467] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Revised: 02/04/2015] [Accepted: 03/17/2015] [Indexed: 11/05/2022] Open
Abstract
Observed associations between depression following myocardial infarction (MI) and adverse cardiac outcomes could be overestimated due to patients' tendency to over report somatic depressive symptoms. This study was aimed to investigate this issue with modern psychometrics, using item response theory (IRT) and person-fit statistics to investigate if the Beck Depression Inventory (BDI) measures depression or something else among MI-patients. An IRT-model was fit to BDI-data of 1135 MI patients. Patients' adherence to this IRT-model was investigated with person-fit statistics. Subgroups of "atypical" (low person-fit) and "prototypical" (high person-fit) responders were identified and compared in terms of item-response patterns, psychiatric diagnoses, socio-demographics and somatic factors. In the IRT model, somatic items had lower thresholds compared to depressive mood/cognition items. Empirically identified "atypical" responders (n = 113) had more depressive mood/cognitions, scored lower on somatic items and more often had a Comprehensive International Diagnostic Interview (CIDI) depressive diagnosis than "prototypical" responders (n = 147). Additionally, "atypical" responders were younger and more likely to smoke. In conclusion, the BDI measures somatic symptoms in most MI patients, but measures depression in a subgroup of patients with atypical response patterns. The presented approach to account for interpersonal differences in item responding could help improve the validity of depression assessments in somatic patients.
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Affiliation(s)
- Klaas J Wardenaar
- University Medical Center Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), University of Groningen, Groningen, The Netherlands
| | - Rob B K Wanders
- University Medical Center Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), University of Groningen, Groningen, The Netherlands
| | - Annelieke M Roest
- University Medical Center Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), University of Groningen, Groningen, The Netherlands
| | - Rob R Meijer
- Department of Psychometrics and Statistics, University of Groningen, Groningen, The Netherlands
| | - Peter De Jonge
- University Medical Center Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), University of Groningen, Groningen, The Netherlands
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Fiore V, Marci M, Poggi A, Giagulli VA, Licchelli B, Iacoviello M, Guastamacchia E, De Pergola G, Triggiani V. The association between diabetes and depression: a very disabling condition. Endocrine 2015; 48:14-24. [PMID: 24927794 DOI: 10.1007/s12020-014-0323-x] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2014] [Accepted: 05/27/2014] [Indexed: 12/29/2022]
Abstract
Rates of depression are significantly increased in diabetic patients, and even more in the elderly. About 20-30% of patients with diabetes suffer from clinically relevant depressive disorders, 10% of which being affected by the major depression disorder. Moreover, people with depression seem to be more prone to develop an associated diabetes mellitus, and depression can worsen glycemic control in diabetes, with higher risk to develop complications and adverse outcomes, whereas improving depressive symptoms is generally associated with a better glycemic control. Thus, the coexistence of depression and diabetes has a negative impact on both lifestyle and quality of life, with a reduction of physical activity and an increase in the request for medical care and prescriptions, possibly increasing the healthcare costs and the susceptibility to further diseases. These negative aspects are particularly evident in the elderly, with further decrease in the mobility, worsening of disability, frailty, geriatric syndromes and increased mortality. Healthcare providers should be aware of the possible coexistence of depression and diabetes and of the related consequences, to better manage the patients affected by these two pathological conditions.
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Affiliation(s)
- Vincenzo Fiore
- Unit of Internal Medicine-Geriatrics, "S. Giovanni Evangelista" Hospital, Via Parrozzani 3, 00019, Tivoli (RM), Italy
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(4) Foundations of care: education, nutrition, physical activity, smoking cessation, psychosocial care, and immunization. Diabetes Care 2015; 38 Suppl:S20-30. [PMID: 25537702 DOI: 10.2337/dc15-s007] [Citation(s) in RCA: 160] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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van Loo HM, van den Heuvel ER, Schoevers RA, Anselmino M, Carney RM, Denollet J, Doyle F, Freedland KE, Grace SL, Hosseini SH, Parakh K, Pilote L, Rafanelli C, Roest AM, Sato H, Steeds RP, Kessler RC, de Jonge P. Sex dependent risk factors for mortality after myocardial infarction: individual patient data meta-analysis. BMC Med 2014; 12:242. [PMID: 25515680 PMCID: PMC4292997 DOI: 10.1186/s12916-014-0242-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2014] [Accepted: 11/21/2014] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Although a number of risk factors are known to predict mortality within the first years after myocardial infarction, little is known about interactions between risk factors, whereas these could contribute to accurate differentiation of patients with higher and lower risk for mortality. This study explored the effect of interactions of risk factors on all-cause mortality in patients with myocardial infarction based on individual patient data meta-analysis. METHODS Prospective data for 10,512 patients hospitalized for myocardial infarction were derived from 16 observational studies (MINDMAPS). Baseline measures included a broad set of risk factors for mortality such as age, sex, heart failure, diabetes, depression, and smoking. All two-way and three-way interactions of these risk factors were included in Lasso regression analyses to predict time-to-event related all-cause mortality. The effect of selected interactions was investigated with multilevel Cox regression models. RESULTS Lasso regression selected five two-way interactions, of which four included sex. The addition of these interactions to multilevel Cox models suggested differential risk patterns for males and females. Younger women (age<50) had a higher risk for all-cause mortality than men in the same age group (HR 0.7 vs. 0.4), while men had a higher risk than women if they had depression (HR 1.4 vs. 1.1) or a low left ventricular ejection fraction (HR 1.7 vs. 1.3). Predictive accuracy of the Cox model was better for men than for women (area under the curves: 0.770 vs. 0.754). CONCLUSIONS Interactions of well-known risk factors for all-cause mortality after myocardial infarction suggested important sex differences. This study gives rise to a further exploration of prediction models to improve risk assessment for men and women after myocardial infarction.
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Affiliation(s)
- Hanna M van Loo
- Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Department of Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO box 30.001, 9700 RB, Groningen, The Netherlands.
| | - Edwin R van den Heuvel
- Department of Mathematics and Computer Science, Eindhoven University of Technology, Den Dolech 2, 5612 AZ, Eindhoven, The Netherlands.
| | - Robert A Schoevers
- Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Department of Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO box 30.001, 9700 RB, Groningen, The Netherlands.
| | - Matteo Anselmino
- Division of Cardiology, Department of Medical Sciences, Città della Salute e della Scienza, University of Turin, C.so A.M. Dogliotti, 14, 10126, Turin, Italy.
| | - Robert M Carney
- Department of Psychiatry, Washington University School of Medicine, 4320 Forest Park Avenue, St. Louis, Missouri, 63108, USA.
| | - Johan Denollet
- CoRPS-Center of Research on Psychology in Somatic diseases, Tilburg University, Warandelaan 2, 5000 LE, Tilburg, The Netherlands.
| | - Frank Doyle
- Division of Population Health Sciences (Psychology), Royal College of Surgeons in Ireland, 123 St Stephen's Green, Dublin 2, Ireland.
| | - Kenneth E Freedland
- Department of Psychiatry, Washington University School of Medicine, 4320 Forest Park Avenue, St. Louis, Missouri, 63108, USA.
| | - Sherry L Grace
- Faculty of Health, York University and University Health Network, 368 Norman Bethune, 4700 Keele Street, Toronto, M3J 1P3, Canada.
| | - Seyed H Hosseini
- Psychiatry and Behavioral Sciences Research Center, Addiction Institute, Mazandaran University of Medical Sciences, Psychosomatic department, Imam hospital, Sari, Iran.
| | - Kapil Parakh
- John Hopkins School of Medicine, John Hopkins Bloomberg School of Public Health, John Hoplins Bayview Medical Center, 4940 Eastern Avenue, Baltimore, Maryland, 21224, USA.
| | - Louise Pilote
- Division of General Internal Medicine, McGill University, McGill University Health Centre, 687 Pine Avenue West, V Building, V2.17, Montreal, H3A 1A1, Canada.
| | - Chiara Rafanelli
- Department of Psychology, University of Bologna, Viale Berti Pichat 5, 40127, Bologna, Italy.
| | - Annelieke M Roest
- Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Department of Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO box 30.001, 9700 RB, Groningen, The Netherlands.
| | - Hiroshi Sato
- School of Human Welfare Studies, Kwansei Gakuin University, 1-1-155, Uegahara, Nishinomiya, Hyogo, 662-8501, Japan.
| | - Richard P Steeds
- Department of Cardiology, Queen Elizabeth Hospital, Edgbaston, Birmingham, B15 2TH, West Midlands, UK.
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, 180 Longwood Avenue, Boston, Massachusetts, 02115, USA.
| | - Peter de Jonge
- Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), Department of Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO box 30.001, 9700 RB, Groningen, The Netherlands.
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Depression as a risk factor for mortality in individuals with diabetes: a meta-analysis of prospective studies. PLoS One 2013; 8:e79809. [PMID: 24278183 PMCID: PMC3836777 DOI: 10.1371/journal.pone.0079809] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2013] [Accepted: 09/23/2013] [Indexed: 11/19/2022] Open
Abstract
Objective To quantify the impact of depression measured by self-reports and depression measured by clinical interview on all-cause mortality in individuals with diabetes and to analyze the strength of both associations, the influence of covariates, and possible differences between studies assessing self-rated depressive symptoms and those using a clinical interview to measure depression as predictors of mortality. Research Design and Methods PUBMED and PsycINFO were searched up to July 2013 for prospective studies assessing depression, diabetes and mortality. The pooled hazard ratios were calculated using random-effects models. Results Sixteen studies met the inclusion criteria. After adjustment for demographic variables depression measured by self-reports was associated with an increased all-cause mortality risk (pooled HR = 2.56, 95% CI 1.89–3.47), and the mortality risk remained high after additional adjustment for diabetes complications (HR = 1.76, 95% CI 1.45–2.14,). Six studies reporting adjusted HRs for depression measured by clinical interviews supported the results of the other models (HR = 1.49, 95% CI 1.15–1.93). Conclusions Both depression measured by self-report and depression measured by clinical interview have an unfavorable impact on mortality in individuals with diabetes. The results, however, are limited by the heterogeneity of the primary studies. It remains unclear whether self-reports or clinical interviews for depression are the more precise predictor.
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Meijer A, Zuidersma M, de Jonge P. Depression as a non-causal variable risk marker in coronary heart disease. BMC Med 2013; 11:130. [PMID: 23676144 PMCID: PMC3661401 DOI: 10.1186/1741-7015-11-130] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Accepted: 04/17/2013] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND After decades of investigations, explanations for the prospective association between depression and coronary heart disease (CHD) are still incomplete. DISCUSSION Depression is often suggested to be causally related to CHD. Based on the available literature, we would rather argue that depression can best be regarded as a variable risk marker, that is, a variable that fluctuates together with mechanisms leading to poor cardiovascular fitness. Despite numerous efforts, no evidence is found that manipulation of depression alters cardiovascular outcomes--a key premise for determining causality. To explain the concept of a variable risk marker, we discuss several studies on the heterogeneity of depression suggesting that depression is particularly harmful for the course of cardiovascular disease when it appears to be a physiological consequence of the cardiovascular disease itself. SUMMARY We conclude that instead of depression being a causal risk factor for CHD, the association between depression and CHD is likely confounded, at least by the cardiac disease itself.
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Affiliation(s)
- Anna Meijer
- Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Hanzeplein 1, Groningen, 9713 GZ, The Netherlands
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Depression and risk of mortality in people with diabetes mellitus: a systematic review and meta-analysis. PLoS One 2013; 8:e57058. [PMID: 23472075 PMCID: PMC3589463 DOI: 10.1371/journal.pone.0057058] [Citation(s) in RCA: 285] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2012] [Accepted: 01/17/2013] [Indexed: 11/23/2022] Open
Abstract
Objective To examine the association between depression and all-cause and cardiovascular mortality in people with diabetes by systematically reviewing the literature and carrying out a meta-analysis of relevant longitudinal studies. Research Design and Methods PUBMED and PSYCINFO were searched for articles assessing mortality risk associated with depression in diabetes up until August 16, 2012. The pooled hazard ratios were calculated using random-effects models. Results Sixteen studies met the inclusion criteria, which were pooled in an overall all-cause mortality estimate, and five in a cardiovascular mortality estimate. After adjustment for demographic variables and micro- and macrovascular complications, depression was associated with an increased risk of all-cause mortality (HR = 1.46, 95% CI = 1.29–1.66), and cardiovascular mortality (HR = 1.39, 95% CI = 1.11–1.73). Heterogeneity across studies was high for all-cause mortality and relatively low for cardiovascular mortality, with an I-squared of respectively 78.6% and 39.6%. Subgroup analyses showed that the association between depression and mortality not significantly change when excluding three articles presenting odds ratios, yet this decreased heterogeneity substantially (HR = 1.49, 95% CI = 1.39–1.61, I-squared = 15.1%). A comparison between type 1 and type 2 diabetes could not be undertaken, as only one study reported on type 1 diabetes specifically. Conclusions Depression is associated with an almost 1.5-fold increased risk of mortality in people with diabetes. Research should focus on both cardiovascular and non-cardiovascular causes of death associated with depression, and determine the underlying behavioral and physiological mechanisms that may explain this association.
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Rodrigues B, Mostarda CT, Jorge L, Barboza CA, Grans CF, De Angelis K, Irigoyen MC. Impact of myocardial infarction on cardiac autonomic function in diabetic rats. J Diabetes Complications 2013; 27:16-22. [PMID: 23044051 DOI: 10.1016/j.jdiacomp.2012.08.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2012] [Revised: 07/04/2012] [Accepted: 08/07/2012] [Indexed: 11/17/2022]
Abstract
AIMS We evaluated autonomic and hemodynamic parameters and maximal oxygen consumption (VO(2)max) as possible determinants of mortality in streptozotocin (STZ) diabetic rats after myocardial infarction (MI). METHOD Male Wistar rats were divided into (n=8 of each): control sham (CS), diabetes sham (DS), MI (I), and diabetes+MI (DI). MI was induced 15 days after STZ induction. VO(2)max was measured at 3 (basal), 30, 60, and 91 days after MI. Hemodynamic and autonomic parameters were evaluated 92 days after MI. RESULTS MI area was similar in infarcted groups (~44%). Mortality rate increased in the DI (70%) compared with I (53%) group. Cardiopulmonary baroreflex, sympathetic (48%) and vagal (33%) tonus, low frequency (LF) band (57%), and LF/high frequency (HF) band ratio (53%) were reduced in DI compared with I animals. Furthermore, cardiac output (CO), peripheral vascular resistance (PVR) impairment, and VO(2)max reductions were observed in the DI compared with the I group. CONCLUSIONS Our data suggest that the CO and PVR changes as well as VO(2)max reduction were probably associated with additional cardiac autonomic control impairment, and, consequently, increased mortality rate in diabetic rats after a chronic myocardial infarction.
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Affiliation(s)
- Bruno Rodrigues
- Human Movement Laboratory, São Judas Tadeu University, São Paulo, Brazil.
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Park M, Katon WJ, Wolf FM. Depression and risk of mortality in individuals with diabetes: a meta-analysis and systematic review. Gen Hosp Psychiatry 2013; 35:217-25. [PMID: 23415577 PMCID: PMC3644308 DOI: 10.1016/j.genhosppsych.2013.01.006] [Citation(s) in RCA: 193] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2012] [Revised: 01/09/2013] [Accepted: 01/10/2013] [Indexed: 12/16/2022]
Abstract
OBJECTIVES To estimate risk of comorbid depression on all-cause mortality over time among individuals with diabetes. METHODS The Medline, Cumulative Index to Nursing and Allied Health Literature, Cochrane Library, Embase and Science Direct databases were searched through September 30, 2012. We limited our search to longitudinal or prospective studies reporting all-cause mortality among those having depression and diabetes, compared with those having diabetes alone that used hazard ratios (HRs) as the main outcome. Two reviewers independently extracted primary data and evaluated the quality of studies using predetermined criteria. The pooled random effects adjusted HRs were estimated using meta-analysis. The impact of moderator variables on study effect size was examined with meta-regression. RESULTS A total of 42,363 respondents from 10 studies were included in the analysis. Depression was significantly associated with risk of mortality (pooled HR=1.50, 95% confidence interval=1.35-1.66). Little evidence for heterogeneity was found across the studies (Cochran Q=13.52, P=.20, I(2)=26.03). No significant possibility of publication bias was detected (Egger's regression intercept=0.98, P=.23). CONCLUSION Depression significantly increases the risk of mortality among individuals with diabetes. Early detection and treatment of depression may improve health outcomes in this population.
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Affiliation(s)
- Mijung Park
- Department Health and Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, PA 15261, USA.
| | - Wayne J. Katon
- Dept. Psychiatry and Behavioral Sciences, University of Washington School of Medicine
| | - Fredric M. Wolf
- Dept. Biomedical Informatics and Medical Education, University of Washington School of Medicine.
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