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Rydin AO, Aalbers G, van Eeden WA, Lamers F, Milaneschi Y, Penninx BWJH. Predicting incident cardio-metabolic disease among persons with and without depressive and anxiety disorders: a machine learning approach. Soc Psychiatry Psychiatr Epidemiol 2025; 60:1457-1466. [PMID: 39966164 PMCID: PMC12162734 DOI: 10.1007/s00127-025-02857-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 09/19/2024] [Accepted: 02/07/2025] [Indexed: 02/20/2025]
Abstract
PURPOSE There is a global increase of cardiovascular disease and diabetes (Cardio-Metabolic diseases: CMD). Suffering from depression or anxiety disorders increases the probability of developing CMD. In this study we tested a wide array of predictors for the onset of CMD with Machine Learning (ML), evaluating whether adding detailed psychiatric or biological variables increases predictive performance. METHODS We analysed data from the Netherlands Study of Depression and Anxiety, a longitudinal cohort study (N = 2071), using 368 predictors covering 4 domains (demographic, lifestyle & somatic, psychiatric, and biological markers). CMD onset (24% incidence) over a 9-year follow-up was defined using self-reported stroke, heart disease, diabetes with high fasting glucose levels and (antithrombotic, cardiovascular, or diabetes) medication use (ATC codes C01DA, C01-C05A-B, C07-C09A-B, C01DB, B01, A10A-X). Using different ML methods (Logistic regression, Support vector machine, Random forest, and XGBoost) we tested the predictive performance of single domains and domain combinations. RESULTS The classifiers performed similarly, therefore the simplest classifier (Logistic regression) was selected. The Area Under the Receiver Operator Characteristic Curve (AUC-ROC) achieved by singe domains ranged from 0.569 to 0.649. The combination of demographics, lifestyle & somatic indicators and psychiatric variables performed best (AUC-ROC = 0.669), but did not significantly outperform demographics. Age and hypertension contributed most to prediction; detailed psychiatric variables added relatively little. CONCLUSION In this longitudinal study, ML classifiers were not able to accurately predict 9-year CMD onset in a sample enriched of subjects with psychopathology. Detailed psychiatric/biological information did not substantially increase predictive performance.
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Affiliation(s)
- Arja O Rydin
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Boelelaan, Amsterdam, 1117, The Netherlands.
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands.
| | - George Aalbers
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Boelelaan, Amsterdam, 1117, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Wessel A van Eeden
- Department of Psychiatry, Leiden University Medical Centre, Leiden University, Leiden, The Netherlands
| | - Femke Lamers
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Boelelaan, Amsterdam, 1117, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Yuri Milaneschi
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Boelelaan, Amsterdam, 1117, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
- , Amsterdam Neuroscience, Mood, Anxiety, Psychosis, Sleep & Stress program, Amsterdam, The Netherlands
| | - Brenda W J H Penninx
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Boelelaan, Amsterdam, 1117, The Netherlands
- Mental Health Program, Amsterdam Public Health, Amsterdam, The Netherlands
- , Amsterdam Neuroscience, Mood, Anxiety, Psychosis, Sleep & Stress program, Amsterdam, The Netherlands
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Ski CF, Thompson DR, Jackson AC, Pedersen SS. Psychological screening in cardiovascular care. Eur J Cardiovasc Nurs 2025; 24:647-651. [PMID: 40184500 DOI: 10.1093/eurjcn/zvaf057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2025] [Revised: 03/28/2025] [Accepted: 03/29/2025] [Indexed: 04/06/2025]
Abstract
Approximately one in three patients with cardiovascular disease experience psychological distress, often with an associated poor prognosis. Early detection and intervention can improve patients' heart and mental health, yet minimal guidance on psychological screening is offered for clinicians working in cardiovascular care. This paper describes a pragmatic approach to conducting psychological screening during routine clinical care, including when and how to screen and what to do in the case of a positive screen. A psychological screening protocol is proposed to enable clinicians to assess and, where necessary, intervene or refer for further evaluation.
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Affiliation(s)
- Chantal F Ski
- School of Nursing and Midwifery, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, UK
- Australian Centre for Heart Health, 75-77 Chetwynd St, North Melbourne, VIC 3051, Australia
| | - David R Thompson
- School of Nursing and Midwifery, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, UK
- Australian Centre for Heart Health, 75-77 Chetwynd St, North Melbourne, VIC 3051, Australia
| | - Alun C Jackson
- Australian Centre for Heart Health, 75-77 Chetwynd St, North Melbourne, VIC 3051, Australia
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - Susanne S Pedersen
- Department of Psychology, University of Southern Denmark, Campusvej 55, Odense, OdenseM, DK-5230, Denmark
- Department of Cardiology, Odense University Hospital, J.B. Winsloews Vej, Odense, Odense C-5000, Denmark
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Peng M, Zhang X. Association between weight-adjusted waist index and mortality: The mediative role of depressive symptoms. J Affect Disord 2025; 386:119434. [PMID: 40398608 DOI: 10.1016/j.jad.2025.119434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 03/27/2025] [Accepted: 05/16/2025] [Indexed: 05/23/2025]
Abstract
BACKGROUND Recent studies have shown that weight-adjusted waist index (WWI) plays an important role in influencing mortality. Depression is a predictor of accelerated mortality. The aim of this study was to investigate the relationship between WWI and all-cause and cardiovascular disease (CVD)-specific mortality and to analyze the mediating role of depression in this relationship. METHODS Adults from the National Health and Nutrition Examination Survey (NHANES) 2005-2020 were included in this study. The WWI was computed as follows: WWI = waist circumference/square root of body weight. Depression symptoms were evaluated with the Patient Health Questionnaire 9 (PHQ-9). Multivariable logistic regression analyses estimated the association between WWI, depression and mortality. Mediation analyses tested the mediating effects of depression. RESULTS A total 45,130 participants were included and mean age was 49.24 ± 16.90 years. There was a significant correlation between the WWI, depression and mortality (P < 0.05). With increasing WWI quartiles, the risk of all-cause mortality increased (Q2: 6 %, Q3: 24 %, Q4: 52 %) and CVD-specific mortality increased (Q2: 26 %, Q3: 74 %, Q4: 105 %). With a 1.3 % and 1.4 % mediation rate, mediation analysis revealed that depression mediated the relationship between WWI and all-cause mortality and CVD-specific mortality. CONCLUSIONS The WWI showed a positive correlation with the risk of both all-cause mortality and CVD-specific mortality in American adults. Depressive symptoms played a minor mediating role in the relationship between the WWI and these mortalities. Nonetheless, extensive prospective studies are required to explore the interactions among these factors more comprehensively.
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Affiliation(s)
- Mengyun Peng
- School of Nursing, Suzhou Medical College of Soochow University, Soochow University, Suzhou, China
| | - Xinjie Zhang
- Intensive Care Medicine Department, The Second Hospital of Dalian Medical University, Dalian, China.
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Salahudeen T, Maalouf M, Elfadel I(AM, Jelinek HF. Predicting depression severity using machine learning models: Insights from mitochondrial peptides and clinical factors. PLoS One 2025; 20:e0320955. [PMID: 40367215 PMCID: PMC12077794 DOI: 10.1371/journal.pone.0320955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 02/26/2025] [Indexed: 05/16/2025] Open
Abstract
Depression presents a significant challenge to global mental health, often intertwined with factors including oxidative stress. Although the precise relationship with mitochondrial pathways remains elusive, recent advances in machine learning present an avenue for further investigation. This study employed advanced machine learning techniques to classify major depressive disorders based on clinical indicators and mitochondrial oxidative stress markers. Six machine learning algorithms, including Random Forest, were applied and their performance was investigated in balanced and unbalanced data sets with respect to binary and multiclass classification scenarios. Results indicate promising accuracy and precision, particularly with Random Forest on balanced data. RF achieved an average accuracy of 92.7% and an F1 score of 83.95% for binary classification, 90.36% and 90.1%, respectively, for the classification of three classes of severity of depression and 89.76% and 88.26%, respectively, for the classification of five classes. Including only oxidative stress markers resulted in accuracy and an F1 score of 79.52% and 80.56%, respectively. Notably, including mitochondrial peptides alongside clinical factors significantly enhances predictive capability, shedding light on the interplay between depression severity and mitochondrial oxidative stress pathways. These findings underscore the potential for machine learning models to aid clinical assessment, particularly in individuals with comorbid conditions such as hypertension, diabetes mellitus, and cardiovascular disease.
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Affiliation(s)
- Toheeb Salahudeen
- Department of Management Science and Engineering, Khalifa University, Abu Dhabi, UAE
| | - Maher Maalouf
- Department of Management Science and Engineering, Khalifa University, Abu Dhabi, UAE
| | - Ibrahim (Abe) M. Elfadel
- Department of Computer and Communication Engineering, Khalifa University, Abu Dhabi, UAE
- Center for Secure Cyber Physical Systems, Khalifa University, Abu Dhabi, UAE
| | - Herbert F. Jelinek
- Department of Medical Sciences and Health Engineering Innovation Group, Khalifa University, Abu Dhabi, UAE
- Biotechnology Center, Khalifa University, Abu Dhabi, UAE
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DeLong LN, Fleetwood K, Prigge R, Galdi P, Guthrie B, Fleuriot JD. Cluster and survival analysis of UK biobank data reveals associations between physical multimorbidity clusters and subsequent depression. COMMUNICATIONS MEDICINE 2025; 5:156. [PMID: 40360733 PMCID: PMC12075648 DOI: 10.1038/s43856-025-00825-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 03/27/2025] [Indexed: 05/15/2025] Open
Abstract
BACKGROUND Multimorbidity, the co-occurrence of two or more conditions within an individual, is a growing challenge for health and care delivery as well as for research. Combinations of physical and mental health conditions are highlighted as particularly important. Here, we investigated associations between physical multimorbidity and subsequent depression. METHODS We performed a clustering analysis upon physical morbidity data for UK Biobank participants aged 37-73. Of 502,353 participants, 142,005 had linked general practice data with at least one baseline physical condition. Following stratification by sex (77,785 women; 64,220 men), we used four clustering methods and selected the best-performing based on clustering metrics. We used Fisher's Exact test to determine significant over-/under-representation of conditions within each cluster. Amongst people with no prior depression, we used survival analysis to estimate associations between cluster-membership and time to subsequent depression diagnosis. RESULTS Our results show that the k-modes models perform best, and the over-/under-represented conditions in the resultant clusters reflect known associations. For example, clusters containing an overrepresentation of cardiometabolic conditions are amongst the largest (15.5% of whole cohort, 19.7% of women, 24.2% of men). Cluster associations with depression vary from hazard ratio 1.29 (95% confidence interval 0.85-1.98) to 2.67 (2.24-3.17), but almost all clusters show a higher association with depression than those without physical conditions. CONCLUSIONS We show that certain groups of physical multimorbidity may be associated with a higher risk of subsequent depression. However, our findings invite further investigation into other factors, such as social considerations, which may link physical multimorbidity with depression.
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Affiliation(s)
- Lauren Nicole DeLong
- Artificial Intelligence and its Applications Institute, School of Informatics, University of Edinburgh, Edinburgh, UK.
| | | | - Regina Prigge
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Paola Galdi
- Artificial Intelligence and its Applications Institute, School of Informatics, University of Edinburgh, Edinburgh, UK
| | - Bruce Guthrie
- Advanced Care Research Centre, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Jacques D Fleuriot
- Artificial Intelligence and its Applications Institute, School of Informatics, University of Edinburgh, Edinburgh, UK
- Advanced Care Research Centre, Usher Institute, University of Edinburgh, Edinburgh, UK
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Sanz Olea E, Hernández JL, Artíñano B, Briz V, Karakitsios S, Sarigiannis D, García Dos Santos S, Nuñez-Corcuera B, Ramis R. Urban environmental noise and depression causal pathway: Potential role of chronic conditions as mediator. PLoS One 2025; 20:e0322874. [PMID: 40333700 PMCID: PMC12057972 DOI: 10.1371/journal.pone.0322874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 03/28/2025] [Indexed: 05/09/2025] Open
Abstract
BACKGROUND Accepting the fact of a growing urban population and associated health risks, such as increased exposure to pollutants, and considering the high prevalence of chronic diseases, this study aims to investigate the relationship between exposure to environmental noise and depression. The primary objective is to determine the potential mediating role of chronic diseases in this relationship. This study is part of the European H2020 URBANOME project, designed to explore the relationship between the environment and health in urban settings. The main goal of the project is to promote urban health, well-being, and liveability by systematically integrating health concerns into urban policies and civic activities. MATERIALS AND METHODS We obtained the data for this study from the Madrid City Health Survey, conducted through computer-assisted telephone interviews. Outcome variables assessed through self-reports included depression, exposure to environmental noise, and the presence of chronic diseases. We used a counterfactual mediation framework, implemented by the R package multimediate, to evaluate the potential mediating role of chronic diseases in the relationship between exposure to environmental noise and depression. RESULTS The study included 8,445 interviews, with a higher percentage of women (54.67%) than men. 23.29% were over 65, and 17.17% under 30. Notably, 7.82% reported depression, 39.53% had chronic diseases, and 35.43% acknowledged noise exposure. In our regression models, those exposed to environmental noise were 1.24 times more likely to have a chronic disease, and individuals with a chronic disease were 2.93 times more likely to suffer from depression. Participants exposed to environmental noise had 1.03 times more depression, being the 13% of the noise health effect mediated by the presence of chronic illness. CONCLUSION Our findings suggest a link between environmental noise exposure and depression, potentially mediated by chronic diseases. This points out the need for public health interventions to reduce urban noise exposure and improve mental health. Furthermore, prospective studies are needed for confirmation, incorporating noise level measurements and temporal data on the onset of chronic diseases and depression.
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Affiliation(s)
| | | | | | - Verónica Briz
- Viral Hepatitis Reference and Research Laboratory, National Center of Microbiology, Institute of Health Carlos III, Madrid, Spain
| | - Spyros Karakitsios
- HERACLES Research Center – KEDEK, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Department of Chemical Engineering, Environmental Engineering Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimosthenis Sarigiannis
- HERACLES Research Center – KEDEK, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Department of Chemical Engineering, Environmental Engineering Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Environmental Health Engineering, School for Advanced Study IUSS, Pavia, Italy
| | - Saul García Dos Santos
- Area de Contaminación Atmosférica, Centro Nacional de Sanidad Ambiental, Instituto de Salud Carlos III, Madrid, Spain
| | - Beatriz Nuñez-Corcuera
- Area de Contaminación Atmosférica, Centro Nacional de Sanidad Ambiental, Instituto de Salud Carlos III, Madrid, Spain
| | - Rebeca Ramis
- Cancer and Environmental Epidemiology Unit, National Centre for Epidemiology, Instituto de Salud Carlos III, Madrid, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
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Hallab A, The Health and Aging Brain Study (HABS-HD) Study Team. Mediating effect of pro-inflammatory cytokines in the association between depression, anxiety, and cardiometabolic disorders in an ethnically diverse community-dwelling middle-aged and older US population. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.04.14.25325836. [PMID: 40321293 PMCID: PMC12047933 DOI: 10.1101/2025.04.14.25325836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
Abstract
Introduction Neuroinflammation is associated with depression and anxiety risk, both of which demonstrate a bilateral relationship with cardiometabolic disorders. Systemic inflammation is also commonly described in patients with cardiometabolic disorders. It is, thus, unclear whether pro-inflammatory cytokines might mediate the relationship between depression, anxiety, and cardiometabolic disorders, particularly in advanced ages. Methods The multiethnic ≥ 50-year-old study population is a subset of the Health and Aging Brain Study: Health Disparities (HABS-HD). Adjusted logistic and linear regression models were applied to assess associations. Non-linearity was evaluated using restricted cubic splines. Statistical mediation analysis was used to determine the role of inflammation (Tumor Necrosis Factor-alpha (TNF-alpha) and Interleukin-6 (IL-6)). Models were corrected for multiple testing using the False Discovery Rate (FDR)-method. Results In the 2,093 included cases, depression and/or anxiety were significantly associated with 62% higher odds of Cardiovascular Disorder (CVD) (OR=1.62 [95% CI: 1.22-2.15]), 54% of type 2 diabetes (T2DM) (OR=1.54 [95% CI: 1.29-1.85]), 26% of hypertension (OR=26% [95% CI: 1.07-1.48]), and 29% of obesity (OR=1.29 [95% CI: 1.11-1.51]).Only IL-6 showed a significant mediating role in the association of depression and/or anxiety with CVD (10%, p-value FDR =0.016), T2DM (13%, p-value FDR <0.001), hypertension (16%, p-value FDR <0.001), and obesity (23%, p-value FDR <0.001). Conclusions Depression and anxiety were significantly associated with higher odds of major cardiometabolic disorders, and IL-6 partly mediated these associations. Clinical studies are needed to replicate the findings and specifically cluster high-risk profiles.
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Affiliation(s)
- Asma Hallab
- Neuroimaging Laboratory - Psychiatry and Radiology Departments – Mass General Brigham - Harvard Medical School, Boston, Massachusetts, USA
- Biologie Intégrative et Physiologie (BIP) – Parcours Neurosciences Cellulaires et Integrées. Faculté des Sciences et Ingénierie, Sorbonne Université, Paris, France
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin. Berlin, Germany
- Pathologies du Sommeil. Faculté de Médecine Pitié-Salpêtrière, Sorbonne Université, Paris, France
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Zhang Z, Wang C, Zhao L, Wang Z, Zhou X, Yang W, Meng X. Association of depression, traditional risk factor control and genetic risk with incident cardiovascular disease among individuals with prediabetes: A population-based prospective study from UK biobank. Diabetes Obes Metab 2025; 27:2833-2843. [PMID: 39996371 DOI: 10.1111/dom.16293] [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: 10/30/2024] [Revised: 02/10/2025] [Accepted: 02/11/2025] [Indexed: 02/26/2025]
Abstract
BACKGROUND The relationship between depression and cardiovascular disease (CVD) in individuals with prediabetes, its relative importance compared with traditional risk factors and whether genetic risk modifies this association remain unclear. AIMS To explore the potential interactive effects of controlling traditional risk factors and depression on CVD, and to assess how depression compares with traditional risk factors in terms of its relative contribution to CVD risk in individuals with prediabetes. MATERIALS AND METHODS We analysed a prospective cohort of 42,020 individuals from the UK Biobank, all free of prevalent CVD. Depression was determined using multiple sources to accurately assess the exposure. The five traditional risk factors considered were sleep duration, smoking, blood pressure (BP), low-density lipoprotein (LDL) cholesterol and renal function. We used Cox proportional hazards regression models to examine the associations between depression, risk factor control and CVD events. RESULTS Over a median follow-up of 13.1 years, 5865 individuals developed CVD, including 4764 cases of coronary heart disease and 1415 strokes. Compared with controlling 4-5 risk factors, both depression and controlling 0-1 risk factor significantly increased the risk of CVD in individuals with prediabetes. The corresponding multivariable-adjusted hazard ratios (95% CI) for CVD were 1.18 (1.09-1.28) and 1.44 (1.29-1.60), respectively. Depression ranked second in predicting CVD among the selected risk factors. A synergistic effect between depression and risk factor control was observed for CVD, with a relative excess risk due to interaction of 0.16 (0.06-0.26). Furthermore, these associations were independent of the genetic susceptibility to CVD. CONCLUSIONS Among individuals with prediabetes, both depression and suboptimal control of traditional risk factors are associated with an increased risk of CVD, independent of genetic susceptibility.
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Affiliation(s)
- Zenglei Zhang
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chunqi Wang
- National Clinical Research Center of Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lin Zhao
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zeyu Wang
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xianliang Zhou
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weixian Yang
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xu Meng
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Huang F, Duan J, Liu W, Yang C, Yang L. BDNF mediates the heart-brain axis: implications for cardiovascular diseases and mental disorders. Eur Arch Psychiatry Clin Neurosci 2025:10.1007/s00406-025-02016-w. [PMID: 40299045 DOI: 10.1007/s00406-025-02016-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 04/12/2025] [Indexed: 04/30/2025]
Abstract
The comorbidity of cardiovascular diseases (CVDs) and mental disorders (MD) has become a significant challenge in modern medicine, severely affecting patients' quality of life and prognosis. The heart-brain axis, a bidirectional pathway connecting the central nervous system and the cardiovascular system, plays a critical role in the comorbidity mechanisms of CVDs and MD. In recent years, brain-derived neurotrophic factor (BDNF) has emerged as a key molecule in the study of CVDs and MD. By binding with high affinity to TrkB receptors and activating various signaling pathways, BDNF exerts multiple functions in both the nervous and cardiovascular systems. BDNF may participate in the pathogenesis of CVDs combined with MD through multiple mechanisms such as regulating inflammatory responses, oxidative stress (OS), and the hypothalamic-pituitary-adrenal (HPA) axis, making it a promising new target for future diagnosis and treatment. This review systematically summarizes the mechanisms by which BDNF functions in heart-brain comorbidity, particularly its multifaceted influence on inflammation, OS, and neuroendocrine regulation. Additionally, we discuss the clinical application prospects of BDNF in disease diagnosis and treatment, as well as progress in related drug development. A deeper understanding of BDNF's role in the heart-brain axis will provide new insights and strategies for the prevention, diagnosis, and treatment of CVDs and MD.
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Affiliation(s)
- Fan Huang
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, China
| | - Jiahao Duan
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, China
| | - Wei Liu
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, China
| | - Chun Yang
- Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China.
| | - Ling Yang
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, China.
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Zeng J, Qiu Y, Yang C, Fan X, Zhou X, Zhang C, Zhu S, Long Y, Hashimoto K, Chang L, Wei Y. Cardiovascular diseases and depression: A meta-analysis and Mendelian randomization analysis. Mol Psychiatry 2025:10.1038/s41380-025-03003-2. [PMID: 40247128 DOI: 10.1038/s41380-025-03003-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 03/16/2025] [Accepted: 03/27/2025] [Indexed: 04/19/2025]
Abstract
Depression is a common psychiatric symptom among patients with cardiovascular disease (CVD), adversely affecting their health. Despite the identification of various contributing factors, the precise mechanisms linking CVD and depression remain elusive. This study conducted a meta-analysis to investigate the association between CVD and depression. Furthermore, a bidirectional Mendelian randomization (MR) analysis was undertaken to clarify the causal relationship between the two conditions. The meta-analysis included 39 studies, encompassing 63,444 patients with CVD, 12,308 of whom were diagnosed with depression. The results revealed a significant association between CVD and depression or anxiety, with an estimated overall prevalence of depression in CVD patients of 20.8%. Subgroup analyses showed that the prevalence of depression in patients with coronary artery disease and heart failure was 19.8% and 24.7%, respectively. According to a random-effects model, depressive symptoms were linked to an increase in unadjusted all-cause mortality compared with non-depressed patients. The MR analysis, employing the inverse-variance weighted method as the primary tool for causality assessment, identified significant associations between various CVD types and depression or anxiety phenotypes. These findings underscore the significant relationship between CVD and depression or anxiety, leading to an elevated risk of all-cause mortality. Moreover, the MR analysis provides the first genetically-informed evidence suggesting that depression plays a critical role in the development and progression of certain CVD subtypes. This emphasizes the need for addressing depressive symptoms in CVD patients to prevent or reduce adverse cardiovascular outcomes.
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Affiliation(s)
- Jun Zeng
- Key Laboratory of Medical Electrophysiology, Ministry of Education & Medical Electrophysiological Key Laboratory of Sichuan Province, (Collaborative Innovation Center for Prevention of Cardiovascular Diseases), Institute of Cardiovascular Research, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Yuting Qiu
- Key Laboratory of Medical Electrophysiology, Ministry of Education & Medical Electrophysiological Key Laboratory of Sichuan Province, (Collaborative Innovation Center for Prevention of Cardiovascular Diseases), Institute of Cardiovascular Research, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Chengying Yang
- Department of Cardiology, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Xinrong Fan
- Department of Cardiology, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Xiangyu Zhou
- Basic Medicine Research Innovation Center for Cardiometabolic Diseases, Ministry of Education, Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Thyroid and Vascular Surgery, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Chunxiang Zhang
- Basic Medicine Research Innovation Center for Cardiometabolic Diseases, Ministry of Education, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Sui Zhu
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, Guangdong, China
| | - Yang Long
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, Sichuan, 646000, China
- Experimental Medicine Center, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Kenji Hashimoto
- Basic Medicine Research Innovation Center for Cardiometabolic Diseases, Ministry of Education, Southwest Medical University, Luzhou, 646000, Sichuan, China.
- Chiba University Center for Forensic Mental Health, Chiba, 260-8670, Japan.
| | - Lijia Chang
- Basic Medicine Research Innovation Center for Cardiometabolic Diseases, Ministry of Education, Southwest Medical University, Luzhou, 646000, Sichuan, China.
| | - Yan Wei
- Key Laboratory of Medical Electrophysiology, Ministry of Education & Medical Electrophysiological Key Laboratory of Sichuan Province, (Collaborative Innovation Center for Prevention of Cardiovascular Diseases), Institute of Cardiovascular Research, Southwest Medical University, Luzhou, 646000, Sichuan, China.
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Wang H, Zhou Z, Zhang L, Yu F, Li J, Lei L, Zhao Z, Zhao J. Sedentary behavior modified the association between depression and risk of all-cause deaths in hypertensive population. J Hypertens 2025; 43:474-480. [PMID: 39887980 DOI: 10.1097/hjh.0000000000003929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Accepted: 11/04/2024] [Indexed: 02/01/2025]
Abstract
OBJECTIVE The pathogenic mechanism of depression involves chronic inflammation, which can be affected by sedentary behavior. This study aimed to determine whether sedentary behavior modified the association between depression and risk of death in the hypertensive population. METHODS Data from the National Health and Nutrition Examination Survey (2007-2018) was analyzed. Depression was assessed through the Health Questionnaire-9, and sedentary behavior was evaluated using self-reported sitting hours in a day. Deaths were ascertained through the National Death Index until 31 December 2019. The interaction effect was evaluated through multivariable Cox regression analysis. RESULTS Eight thousand one hundred and twenty-four patients with hypertension were involved in the study. During a median follow-up of 7.3 years, we confirmed 1384 all-cause and 373 cardiovascular deaths. Separate analyses revealed that both depression and sitting for 6 h per day or more were correlated with increased risks of all-cause and cardiovascular deaths. Of note, we found that sitting time modified the link between depression and the risk of all-cause death (P for interaction: 0.02). Compared with the nondepression group, the depression group was correlated with an elevated risk of all-cause death among participants with sitting time of more than 6 h/day [hazard ratio 1.52, 95% confidence interval (CI) 1.22-1.91, P < 0.001], but not among participants with sitting time of less than 6 h/day (hazard ratio 0.95, 95% CI 0.65-1.39, P = 0.76). CONCLUSION Sedentary behavior modified the link between depression and the risk of all-cause death. Reducing sedentary time might attenuate the detrimental effects of depression on survival in the hypertensive population.
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Affiliation(s)
- Haixu Wang
- National Clinical Research Center for Cardiovascular Diseases, NHC Key Laboratory of Clinical Research for Cardiovascular Medications, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for Cardiovascular Diseases, Beijing
| | - Zeming Zhou
- National Clinical Research Center for Cardiovascular Diseases, NHC Key Laboratory of Clinical Research for Cardiovascular Medications, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for Cardiovascular Diseases, Beijing
| | - Lihua Zhang
- National Clinical Research Center for Cardiovascular Diseases, NHC Key Laboratory of Clinical Research for Cardiovascular Medications, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for Cardiovascular Diseases, Beijing
| | - Fang Yu
- Binzhou Medical University, Shandong
| | - Jingkuo Li
- National Clinical Research Center for Cardiovascular Diseases, NHC Key Laboratory of Clinical Research for Cardiovascular Medications, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for Cardiovascular Diseases, Beijing
| | - Lubi Lei
- National Clinical Research Center for Cardiovascular Diseases, NHC Key Laboratory of Clinical Research for Cardiovascular Medications, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for Cardiovascular Diseases, Beijing
| | - Zhenyan Zhao
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jie Zhao
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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12
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Silvestro O, Lund-Jacobsen T, Ferraù F, Blanca ES, Catalano A, Sparacino G, Schwarz P, Cannavò S, Martino G. Anxiety, depression and acromegaly: a systematic review. J Endocrinol Invest 2025; 48:527-546. [PMID: 39509066 DOI: 10.1007/s40618-024-02483-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 10/20/2024] [Indexed: 11/15/2024]
Abstract
PURPOSE scientific literature highlights risk factors linked to the onset of psychopathology in different medical pathological contexts. Acromegaly is a rare condition, particularly noteworthy due to the associated clinical psychological features. This research aimed at understanding the main psychopathological outcomes related to acromegaly, with particular emphasis to anxiety and depression. METHODS In January 2024, in line with PRISMA guidelines, a systematic search based on PubMed, Scopus, Web of Science and PsycInfo was conducted to detect studies considering anxiety, depression and alexithymia in patients suffering from acromegaly. The Keywords used for the search phase were "Acromegaly" AND "Depression" OR "Anxiety" OR "Alexithymia". RESULTS Fifty-five studies were eligible. Anxiety and depression were significantly present in patients with acromegaly, with prevalence rates variable based on disease status and psycho-diagnostic instruments. None of the included studies reported alexithymia in patients with acromegaly. No significant difference was found regarding anxiety and depressive symptoms in patients with acromegaly in comparison with patients suffering from different pituitary diseases and chronic conditions. Anxiety and depression were associated with lower perceived HR-QoL, presence of comorbidity, joint issues, delayed diagnosis, disease duration and body image concerns. CONCLUSIONS Anxiety and depression may be encountered in patients with acromegaly, impacting HR-QoL and the course of the disease. This systematic review suggests that a deeper evaluation of clinical psychological features in patients suffering from acromegaly is needed. Particularly, the early detection of clinical psychological symptoms may lead to multi-integrate interventions promoting individuals' well-being and a better HR-QoL.
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Affiliation(s)
- Orlando Silvestro
- Department of Health Sciences, University Magna Graecia of Catanzaro, Catanzaro, Italy
| | - Trine Lund-Jacobsen
- Department of Nephrology and Endocrinology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Francesco Ferraù
- Department of Human Pathology of Adulthood and Childhood "Gaetano Barresi", University of Messina, Messina, Italy.
| | - Elena Sofia Blanca
- Specialization Course in Endocrinology, University of Messina, Messina, Italy
| | - Antonino Catalano
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Giorgio Sparacino
- Course Degree in Medicine and Surgery, University of Messina, Messina, Italy
| | - Peter Schwarz
- Department of Nephrology and Endocrinology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Salvatore Cannavò
- Department of Human Pathology of Adulthood and Childhood "Gaetano Barresi", University of Messina, Messina, Italy
| | - Gabriella Martino
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
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13
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Jadhav KK, Daouk J, Kurkinen K, Kraav SL, Eriksson P, Tolmunen T, Kanninen KM. Blood cytokines in major depressive disorder in drug-naïve adolescents: A systematic review and meta-analysis. J Affect Disord 2025; 372:48-55. [PMID: 39603515 DOI: 10.1016/j.jad.2024.11.071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 11/01/2024] [Accepted: 11/23/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Major depressive disorder (MDD) is the most common mental health problem worldwide. Increased levels of inflammation are associated with MDD, though this relationship has been suggested to be bidirectional. The first incidence of a depressive episode usually occurs during adolescence. Hence, examining depressed, drug-naïve adolescents is important to understand the role of inflammation in the pathophysiology of MDD. Cytokines might play a crucial role in inflammation associated with MDD. Therefore, this article aims to investigate the changes in the levels of peripheral blood cytokines in adolescents with MDD. METHODS We conducted a systematic review and meta-analysis to assess the changes in peripheral blood cytokines in drug-naïve adolescents (10-18 years) with MDD. A comprehensive search across four databases was performed to identify original research articles. Studies in which the diagnosis of MDD was set by semi-structured interview were included. RESULTS Of 2291 articles, 12 met the inclusion criteria for the review, with seven suitable for meta-analysis & including up to five studies per cytokine. The meta-analysis revealed significant associations between tumor necrosis factor (TNF)-α (n = 222, Hedge's g = 0.51, p <0.01) and MDD in adolescents compared to healthy individuals. However, other blood cytokines, including interleukin (IL)-1β, IL-4, IL-6, IL-8, and interferon (IFN)-γ, did not significantly correlate with MDD in adolescents. CONCLUSION TNF-α was significantly elevated in drug-naïve adolescents with MDD. To further understand the role of TNF-α in MDD, a thorough investigation is required, taking into account the diversity, subtypes, chronicity, and severity of MDD.
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Affiliation(s)
- Kaustubh Kishor Jadhav
- A. I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Joud Daouk
- A. I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Karoliina Kurkinen
- Institute of Clinical Medicine, Department of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Siiri-Liisi Kraav
- Department of Social Sciences, Faculty of Social Sciences and Business Studies, University of Eastern Finland, Kuopio, Finland
| | - Päivi Eriksson
- Business School, Faculty of Social Sciences and Business Studies, University of Eastern Finland, Kuopio, Finland
| | - Tommi Tolmunen
- Institute of Clinical Medicine, Department of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland; Kuopio University Hospital, Department of Adolescent Psychiatry, Kuopio, Finland
| | - Katja M Kanninen
- A. I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.
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14
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Salimzadeh N, Besharati F, Darvishpour A, Leili EK. The relationship between depression and nutritional status among the elderly adults with cardiovascular diseases in Northern Iran. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2025; 44:42. [PMID: 39953588 PMCID: PMC11829529 DOI: 10.1186/s41043-025-00787-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 02/03/2025] [Indexed: 02/17/2025]
Abstract
BACKGROUND Malnutrition and depression among the elderly people with cardiovascular diseases are important public health concerns. This study made an attempt to determine the relationship between these people's depression and their nutritional status in northern Iran. METHODS This analytical cross-sectional study was conducted on 190 elderly patients hospitalized with cardiovascular diseases in Dr. Heshmat Heart Hospital in Rasht (Iran) in the 2022-2023. The research instruments included demographic information questionnaire, mini-nutritional assessment questionnaire, and geriatric depression scale. Data were analyzed by SPSS-21 software and using Chi-Square tests and ordinal logistic regression. RESULTS The participants' mean age was 68.4 ± 6.5 and 50.5% of the participants were women.56.3% of the elderly participants suffered from malnutrition and 96.3% of them suffered from various degrees of depression. Additionally, there was a relationship between the participants' severity of depression and their nutritional status. Significant relationships were also observed between the participants' depression (OR = 1.28 and p < 0.001), marital status (OR = 1.52 and p = 0.006), and underlying diseases (OR = 0.814, p = 0.035) with nutritional status. CONCLUSION Given the significant relationship depression with nutritional status in cardiovascular patients, early diagnosis and treatment of depression in these patients is essential to prevent the effects of depression on nutritional status and disease course.
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Affiliation(s)
- Narjes Salimzadeh
- Department of Nursing, Zeynab (P.B.U.H) School of Nursing and Midwifery, Guilan University of Medical Sciences, Rasht, Iran
| | - Fereshteh Besharati
- Department of Nursing, Zeynab (P.B.U.H) School of Nursing and Midwifery, Guilan University of Medical Sciences, Rasht, Iran.
| | - Azar Darvishpour
- Department of Nursing, Zeynab (P.B.U.H) School of Nursing and Midwifery, Guilan University of Medical Sciences, Rasht, Iran
- Social Determinants of Health (SDH) Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Ehsan Kazemnezhad Leili
- Department of Biostatistics, School of Health, Road Trauma Research Center, Guilan University of Medical Sciences, Rasht, Iran
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15
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Didden C, Egger M, Folb N, Maartens G, Rohner E, Kassanjee R, Mesa-Vieira C, Kriel A, Seedat S, Haas AD. The Contribution of Noncommunicable and Infectious Diseases to the Effect of Depression on Mortality: A Longitudinal Causal Mediation Analysis. Epidemiology 2025; 36:88-98. [PMID: 39589015 PMCID: PMC11594557 DOI: 10.1097/ede.0000000000001804] [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: 12/11/2023] [Accepted: 09/30/2024] [Indexed: 11/27/2024]
Abstract
BACKGROUND The increased prevalence of physical diseases among individuals with mental illness contributes to their increased risk of mortality. However, the mediating role of specific diseases in the effect of mental illness on mortality is not well understood. METHOD We conducted a longitudinal causal mediation analysis using data from beneficiaries of a South African medical insurance scheme from 2011 to 2020. We estimated the overall effect of major depressive disorder (MDD) on mortality and evaluated reductions in this overall effect through hypothetical interventions on the risks of mediating physical diseases using an interventional effects approach. Monte Carlo simulation-based g-computation was used for estimation. RESULTS Among 981,540 individuals, 143,314 (14.6%) were diagnosed with MDD. Mortality risk after 8 years was 6.5% under MDD, and 5.3% under no MDD (risk ratio 1.23, 95% CI = 1.19, 1.26). Overall, 43.4% of this disparity could be attributed to higher rates of physical comorbidities due to MDD. Cardiovascular diseases accounted for 17.8%, followed by chronic respiratory diseases (8.6%), cancers (7.5%), diabetes and chronic kidney disease (5.8%), tuberculosis (4.3%), and HIV (2.7%). CONCLUSION Within the privately insured population of South Africa, MDD is associated with increased mortality. We found that noncommunicable diseases, rather than infectious diseases, are important mediators of the effect of MDD on mortality.
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Affiliation(s)
- Christiane Didden
- From the Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Department of Sociology, LMU Munich, Munich, Germany
| | - Matthias Egger
- From the Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Centre for Infectious Disease Epidemiology & Research, School of Public Health, University of Cape Town, Cape Town, South Africa
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | | | - Gary Maartens
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Eliane Rohner
- From the Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Reshma Kassanjee
- Centre for Infectious Disease Epidemiology & Research, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Cristina Mesa-Vieira
- From the Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | | | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Andreas D. Haas
- From the Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
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16
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Wang Z, Lu H, Li Y, Huang S, Zhang M, Wen Y, Shang D. Exploring the correlation between cardiovascular adverse events and antidepressant use: A retrospective pharmacovigilance analysis based on the FDA Adverse Event Reporting System database. J Affect Disord 2024; 367:96-108. [PMID: 39209277 DOI: 10.1016/j.jad.2024.08.161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 08/18/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND The high comorbidity and mutually reinforcing relation between depression and cardiovascular disease have raised concerns about the cardiovascular risk of antidepressants. To gain a better understanding of this correlation, we performed a comprehensive evaluation regarding the types and degrees of cardiovascular adverse events (AEs) associated with 37 commonly prescribed antidepressants. METHODS AE reports from January 2004 to December 2023 were retrieved from the FDA Adverse Event Reporting System (FAERS) database. Disproportionality analysis was performed to identify antidepressant-related cardiovascular signals using the reporting odds ratio, proportional reporting ratio, and information component. Influencing factors of cardiovascular death, including age, sex, antidepressant choice, and concomitant medication, were explored. The underlying mechanisms of antidepressant-associated cardiovascular risk related to neurotransmitter transporters/receptors were further explored. RESULTS The use of antidepressants was associated with eight categories of Standardized MedDRA Queries of cardiovascular events. Different antidepressants exerted varying types and degrees of cardiovascular risks along with contributions to death in reports with cardiovascular AEs. Among them, monoamine oxidase inhibitors had the highest risk of developing six cardiovascular event categories: torsades de pointes (TdP)/QT prolongation, hypertension, cardiac arrhythmias, cardiomyopathy, pulmonary hypertension, and ischaemic heart disease. Age, male and the use of 24 types of antidepressants and concomitant medications were positively correlated with death in cardiovascular AEs. The highest risk associated with antidepressants was found in amoxapine (OR = 5.00 [2.13, 11.75], P < 0.001), followed by moclobemide (OR = 3.66 [1.85, 7.24], P < 0.001). Correlation analysis indicated the occurrence of antidepressant-related TdP/QT prolongation, hypertension and cardiomyopathy was associated with the binding and uptake inhibition of dopamine and norepinephrine transporters as well as their selectivity over serotonin transporters. CONCLUSION The retrospective analysis revealed that cardiovascular AEs were connected with antidepressant use, and the binding/uptake inhibitory potency and selectivity of neurotransmitters of antidepressants played an important role, providing a preliminary basis for further in-depth study of antidepressant-related cardiovascular toxicity. However, as an exploratory study, prospective studies are needed to validate our findings in the future.
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Affiliation(s)
- Zhanzhang Wang
- The Affiliated Brain Hospital, Guangzhou Medical University, 36 Mingxin Road, Guangzhou 510370, China; Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou 510370, China
| | - Haoyang Lu
- The Affiliated Brain Hospital, Guangzhou Medical University, 36 Mingxin Road, Guangzhou 510370, China; Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou 510370, China
| | - Yuandan Li
- The Affiliated Brain Hospital, Guangzhou Medical University, 36 Mingxin Road, Guangzhou 510370, China
| | - Shanqing Huang
- The Affiliated Brain Hospital, Guangzhou Medical University, 36 Mingxin Road, Guangzhou 510370, China; Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou 510370, China
| | - Ming Zhang
- The Affiliated Brain Hospital, Guangzhou Medical University, 36 Mingxin Road, Guangzhou 510370, China; Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou 510370, China
| | - Yuguan Wen
- The Affiliated Brain Hospital, Guangzhou Medical University, 36 Mingxin Road, Guangzhou 510370, China; Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou 510370, China.
| | - Dewei Shang
- The Affiliated Brain Hospital, Guangzhou Medical University, 36 Mingxin Road, Guangzhou 510370, China; Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou 510370, China.
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17
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Seifouri K, Kahdemi R, Ahmadi Hajikolaei F, Rasekh F, Azadikhah F, Mehraban I, Alikhani R, Mirjalili A, Alipour M, Sadat-Madani SF, Chichagi F, Zivari Lashkajani S, Abdi A, Belbasi M, Akhtari Kohnehshahri A, Deravi N, Naziri M, Pishkari Y, Arab Bafrani M, Aghsaghloo V, Faghih Habibi A. Sertraline in depressed patients with or at risk for coronary heart disese: a systemic review. AMERICAN JOURNAL OF CARDIOVASCULAR DISEASE 2024; 14:318-329. [PMID: 39839570 PMCID: PMC11744214 DOI: 10.62347/axzc9187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Accepted: 11/26/2024] [Indexed: 01/23/2025]
Abstract
BACKGROUND AND AIMS Depression is a prevalent comorbidity among patients with coronary heart disease (CHD). While recent studies have hinted at a possible association between CHD and antidepressant medications like sertraline, the existing evidence remains inconclusive. To investigate this potential link, we conducted a comprehensive systematic review. METHODS We systematically searched PubMed, Google Scholar, and Scopus for relevant articles published up to March 2023. After a thorough screening of titles and abstracts, 12 studies were included in our review. RESULTS The included studies, spanning from 1999 to 2021, comprised 11 randomized controlled trials (RCTs) and one pilot study. A total of 2767 participants with major depressive disorder and a history of cardiovascular disease or at risk for such events were included. The majority of these studies demonstrated improvements in mood status among patients treated with serotonin-targeting antidepressants and a reduced risk of cardiovascular events, as measured by various outcomes. While some cardiac adverse effects were observed with serotonin treatment, these did not reach statistical significance. CONCLUSION Our findings provide evidence supporting the beneficial effects of serotonin-targeting antidepressants for both depressive symptoms and the prevention of coronary adverse outcomes. These results highlight the potential value of serotonin-based treatments for depression in high-risk populations.
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Affiliation(s)
- Kiana Seifouri
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Reza Kahdemi
- Student Research Committee, Faculty of Medicine, Mashhad University of Medical SciencesMashhad, Iran
| | | | - Fatemeh Rasekh
- Student Research Committee, School of Medicine, Shiraz University of Medical SciencesShiraz, Iran
| | | | - Ida Mehraban
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | | | - Alireza Mirjalili
- Student Research Committee, School of Medicine, Shahid Sadoughi University of Medical SciencesYazd, Iran
| | - Milad Alipour
- Department of Medicine, Tehran Medical Sciences, Islamic Azad UniversityTehran, Iran
| | | | - Fatemeh Chichagi
- Tehran Heart Center, Tehran University of Medical SciencesTehran, Iran
| | | | - Amir Abdi
- Student Research Committee, School of Medicine, Tehran Medical Sciences, Islamic Azad UniversityTehran, Iran
| | - Mohaddeseh Belbasi
- Students Research Committee, School of Pharmacy, Zanjan University of Medical SciencesZanjan, Iran
| | - Ata Akhtari Kohnehshahri
- Student Research Committee, Faculty of Medicine, Tabriz Medical Sciences, Islamic Azad UniversityTabriz, Iran
| | - Niloofar Deravi
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Mahdyieh Naziri
- Students Research Committee, School of Medicine, Iran University of Medical SciencesTehran, Iran
| | - Yasamin Pishkari
- School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Melika Arab Bafrani
- Student Scientific Research Center, Tehran University of Medical SciencesTehran, Iran
| | - Vahid Aghsaghloo
- Otorhinolaryngology Research Center, Department of Otolaryngology and Head and Neck Surgery, School of Medicine, Amiralmomenin Hospital, Guilan University of Medical SciencesRasht, Iran
| | - Ali Faghih Habibi
- Otorhinolaryngology Research Center, Department of Otolaryngology and Head and Neck Surgery, School of Medicine, Amiralmomenin Hospital, Guilan University of Medical SciencesRasht, Iran
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18
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Veríssimo LF, Alves FHF, Estrada VB, da Costa Marques LA, Andrade KC, Bonancea AM, Okano NT, Corrêa FMDA, Pelosi GG. Cardiovascular effects of early maternal separation and escitalopram treatment in rats with depressive-like behaviour. Auton Neurosci 2024; 256:103223. [PMID: 39616948 DOI: 10.1016/j.autneu.2024.103223] [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: 07/17/2024] [Revised: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 12/12/2024]
Abstract
Depression and cardiovascular diseases are two of the world's major health problems. Escitalopram (ESC) is widely used because of its safety in relation to other drugs in that class; however, it can affect the cardiovascular system. The present study evaluated the cardiovascular parameters of depressive-like male rats and the cardiovascular effects of ESC treatment on that condition. The EMS protocol consisted of separating the litter from the dam for 3 h over 13 days. Animals were anesthetized with tribromoethanol (250 mg/kg, intraperitoneally) and the catheters were inserted into the femoral and into the femoral vein. Depressive-like rats showed an increase in the pressor response to phenylephrine (Emax:depressive = 50.36 ± 2.997 mmHg; non-depressive = 39.51 ± 3.328 mmHg; p < 0.05) and a reduction in the EC50 (depressive = 0.6203 ± 0.03005 μg/kg; non-depressive = 0.7320 ± 0.03519 μg/kg; p < 0.05) with no change in the other cardiovascular parameters. After treatment with ESC, a reduction of intrinsic heart rate was observed in the depressive-like rats (control: 342 ± 6 bpm; ESC: 316 ± 5 bpm; p < 0.05). In addition, ESC treatment increased the bradycardic (control: -97.81 ± 8.3 bpm; ESC: -137.1 ± 12.31 bpm; p = 0.0236; t = 2.502) during the baroreflex response, caused by an increase in cardiac parasympathetic modulation in the heart, in depressive-like rats (p < 0.001). The findings suggest that depressive-like rats showed cardiovascular changes, and that ESC treatment was able to reverse these changes, suggesting that ESC has a good safety profile for depressive patients with cardiovascular disease due to increased parasympathetic modulation.
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Affiliation(s)
- Luiz Fernando Veríssimo
- Department of Physiological Sciences, Center of Biological Sciences, State University of Londrina, Paraná, Brazil
| | | | - Viviane Batista Estrada
- Department of Physiological Sciences, Center of Biological Sciences, State University of Londrina, Paraná, Brazil
| | | | - Karoliny Coelho Andrade
- Department of Health Sciences Faculty of Medicine Federal University of Lavras (UFLA), Lavras, Minas Gerais, Brazil
| | - Amanda Monteiro Bonancea
- Department of Physiological Sciences, Center of Biological Sciences, State University of Londrina, Paraná, Brazil
| | - Natália Tavares Okano
- Department of Physiological Sciences, Center of Biological Sciences, State University of Londrina, Paraná, Brazil
| | | | - Gislaine Garcia Pelosi
- Department of Physiological Sciences, Center of Biological Sciences, State University of Londrina, Paraná, Brazil
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19
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Zhou X, Liao J, Liu L, Meng Y, Yang D, Zhang X, Long L. Association of depression with severe non-alcoholic fatty liver disease: evidence from the UK Biobank study and Mendelian randomization analysis. Sci Rep 2024; 14:28561. [PMID: 39557910 PMCID: PMC11574024 DOI: 10.1038/s41598-024-79100-z] [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: 05/23/2024] [Accepted: 11/06/2024] [Indexed: 11/20/2024] Open
Abstract
The relationship between depression and severe non-alcoholic fatty liver disease (NAFLD) has not been clearly defined. We conducted a longitudinal cohort study and a two-sample Mendelian randomization (MR) analysis to assess the association of depression with severe NAFLD risk. We used individual data from the UK Biobank study with 481,181 participants, and summary data from published genome-wide association studies. The association between depression and severe NAFLD was assessed using Cox proportional hazards regression analysis. Two-sample MR for depression with NAFLD was conducted, the principal analysis employed the inverse variance weighted (IVW) approach. In the observational study, after a median follow-up of 13.46 years, 4,563 participants had severe NAFLD. In multivariable-adjusted model, participants with depression had an increased risk of severe NAFLD (hazards ratio:1.21, 95% confidence interval (CI):1.09-1.34), as compared to those without depression. In subgroup analyses, the association between depression and severe NAFLD risk was generally observed across different subgroups. For the MR, result also showed that genetically predicted depression was causally associated with a higher risk of NAFLD (odds ratio:1.55, 95%CI:1.10-2.19) in IVW. Our study revealed a prospective association of depression with severe NAFLD, thus potentially necessitating clinical monitoring of individuals with depression for severe NAFLD.
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Affiliation(s)
- Xiaorui Zhou
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Juan Liao
- Department of Gastroenterology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Li Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Yajing Meng
- Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, 610041, China
| | - Dailan Yang
- Department of Gastroenterology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, 02115, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, 02115, USA
| | - Lu Long
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, 02115, USA.
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20
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Huang X, Liang J, Zhang J, Fu J, Xie W, Zheng F. Association of cardiovascular-kidney-metabolic health and social connection with the risk of depression and anxiety. Psychol Med 2024:1-9. [PMID: 39552398 DOI: 10.1017/s0033291724002381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
BACKGROUND To explore the association of cardiovascular-kidney-metabolic (CKM) health with the risk of depression and anxiety and to investigate the joint association of CKM health and social connection with depression and anxiety. METHODS This prospective cohort study included 344 956 participants from the UK Biobank. CKM syndrome was identified as a medical condition with the presence of metabolic risk factors, cardiovascular disease, and chronic kidney disease, and was classified into five stages (stage 0-4) in this study. Loneliness and social isolation status were determined by self-reported questionnaires. Cox proportional hazards models were applied for analyses. RESULTS Compared with participants in stage 0, the HRs for depression were 1.17 (95% CI 1.10-1.25), 1.40 (95% CI 1.33-1.48), and 2.14 (95% CI 1.98-2.31) for participants in stage 1, 2-3, and 4, respectively. Similarly, participants in stage 2-3 (HR = 1.20, 95% CI 1.14-1.26) and stage 4 (HR = 1.63, 95% CI 1.51-1.75) had greater risks of incident anxiety. We found additive interactions between loneliness and CKM health on the risk of depression and anxiety. Participants simultaneously reported being lonely and in stage 4 had the greatest risk of depression (HR = 4.44, 95% CI 3.89-5.07) and anxiety (HR = 2.58, 95% CI 2.21-3.01) compared with those without loneliness and in stage 0. We also observed an additive interaction between social isolation and CKM health on the risk of depression. CONCLUSIONS Our findings suggest the importance of comprehensive interventions to improve CKM health and social connection to reduce the disease burden of depression and anxiety.
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Affiliation(s)
- Xinghe Huang
- School of Nursing, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100144, China
| | - Jie Liang
- School of Nursing, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100144, China
| | - Junyu Zhang
- School of Nursing, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100144, China
| | - Jiayi Fu
- School of Nursing, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100144, China
| | - Wuxiang Xie
- Peking University Clinical Research Institute, Peking University First Hospital, Beijing 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing 100191, China
| | - Fanfan Zheng
- School of Nursing, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100144, China
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21
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Podolec J, Kleczyński P, Piechocki M, Okarski M, Lizończyk K, Szkodoń K, Silczuk A, Przewłocki T, Legutko J, Kabłak-Ziembicka A. Depression in Cardiac Patients Is a Major Cardiovascular Event Risk Factor: A 12-Month Observational Study. J Clin Med 2024; 13:6911. [PMID: 39598055 PMCID: PMC11594284 DOI: 10.3390/jcm13226911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Revised: 11/06/2024] [Accepted: 11/12/2024] [Indexed: 11/29/2024] Open
Abstract
Background: Depression is a known factor in poor cardiovascular outcomes but is often underassessed in cardiac units. This study evaluates the impact of depression on cardiovascular outcomes in patients undergoing cardiac interventions. Methods: The study included 133 patients who underwent uncomplicated procedures for degenerative aortic valve stenosis (n = 40), acute coronary syndrome (n = 29), or chronic coronary artery disease (n = 64). Depression was assessed using the Beck Depression Inventory (BDI) and Hamilton Depression Rating Scale (HAM-D). The primary endpoint was a major adverse cardiac and cerebrovascular event (MACCE). Patients were followed up for 12 months. Cox proportional hazards analysis was used to identify MACCE risk factors. Results: Depression was more frequently screened by HAM-D than BDI (42.9% vs. 30.8%, p < 0.001). During follow-up, 26 (19.5%) MACCEs occurred. In univariate analysis, risk factors included BDI score ≥ 11, HAM-D score ≥ 8, diabetes on insulin, anticoagulant use, atrial fibrillation, and serum creatinine level ≥ 130 µmol/L. Depression in the BDI increased the risk of the MACCE 3.6-fold (95%CI: 1.64-8.0, p = 0.001), whereas in the HAM-D, it increased the risk 4.9-fold (95%CI: 1.97-12.24, p < 0.001). Multivariate analysis showed HAM-D score ≥ 8 as the strongest predictor of MACCE (HR: 3.08, 95%CI: 1.18-8.08). Conclusions: Depression is a common finding in cardiovascular patients, and it is a strong risk factor for one-year cardiovascular mortality and adverse event risk. Therefore, we believe that common guidelines should be elaborated between relevant psychiatry and cardiology scientific societies.
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Affiliation(s)
- Jakub Podolec
- Department of Interventional Cardiology, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland; (J.P.); (P.K.); (J.L.)
- Department of Interventional Cardiology, The St. John Paul II Hospital, 31-202 Kraków, Poland; (M.O.); (T.P.)
| | - Paweł Kleczyński
- Department of Interventional Cardiology, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland; (J.P.); (P.K.); (J.L.)
- Department of Interventional Cardiology, The St. John Paul II Hospital, 31-202 Kraków, Poland; (M.O.); (T.P.)
| | - Marcin Piechocki
- Department of Cardiac and Vascular Diseases, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland;
- Department of Vascular and Endovascular Surgery, The St. John Paul II Hospital, 31-202 Kraków, Poland
- Doctorial School of Medical and Health Sciences, Jagiellonian University Medical College, 31-007 Kraków, Poland
| | - Michał Okarski
- Department of Interventional Cardiology, The St. John Paul II Hospital, 31-202 Kraków, Poland; (M.O.); (T.P.)
| | - Katarzyna Lizończyk
- Students’ Scientific Group of Modern Cardiac Therapy, Department of Interventional Cardiology, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland; (K.L.); (K.S.)
| | - Kornelia Szkodoń
- Students’ Scientific Group of Modern Cardiac Therapy, Department of Interventional Cardiology, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland; (K.L.); (K.S.)
| | - Andrzej Silczuk
- Department of Environmental Psychiatry, Faculty of Life Sciences, Medical University of Warsaw, 02-091 Warsaw, Poland;
| | - Tadeusz Przewłocki
- Department of Interventional Cardiology, The St. John Paul II Hospital, 31-202 Kraków, Poland; (M.O.); (T.P.)
- Department of Cardiac and Vascular Diseases, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland;
| | - Jacek Legutko
- Department of Interventional Cardiology, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland; (J.P.); (P.K.); (J.L.)
- Department of Interventional Cardiology, The St. John Paul II Hospital, 31-202 Kraków, Poland; (M.O.); (T.P.)
| | - Anna Kabłak-Ziembicka
- Department of Cardiac and Vascular Diseases, Institute of Cardiology, Jagiellonian University Medical College, 31-007 Kraków, Poland;
- Noninvasive Cardiovascular Laboratory, The St. John Paul II Hospital, Prądnicka 80, 31-202 Kraków, Poland
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22
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Wu C, Zhu S, Wang Q, Xu Y, Mo X, Xu W, Xu Z. Development, validation, and visualization of a novel nomogram to predict depression risk in patients with stroke. J Affect Disord 2024; 365:351-358. [PMID: 39173927 DOI: 10.1016/j.jad.2024.08.105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 07/18/2024] [Accepted: 08/19/2024] [Indexed: 08/24/2024]
Abstract
BACKGROUND This study aimed to develop and validate a predictive nomogram model applicable to depression risk in stroke patients. METHODS Participants from the NHANES database (n = 1097) were enrolled from 2005 to 2018; 767 subjects were randomly assigned to the training cohort, and the remaining subjects composed the testing cohort. A nomogram containing the optimal predictors identified by the least absolute shrinkage and selection operator (LASSO) and logistic regression methods was constructed to estimate the probability of depression in stroke patients. To evaluate the performance of the nomogram, the area under the receiver operating characteristic curve (AUC), calibration plot, decision curve analysis (DCA) and internal validation were utilized. RESULTS Age, family income, trouble sleeping, coronary heart disease, and total cholesterol were included in the nomogram after filtering predictive variables. The AUCs of the nomogram for the training and testing cohorts were 0.782 (95 % CI = 0.742-0.821) and 0.755 (95 % CI = 0.675-0.834), respectively. The calibration plot revealed that the predicted probability was extremely close to the actual probability of depression occurrence in both the training and testing cohorts. DCA revealed that the nomogram model in the training and testing cohorts had a net benefit when the risk thresholds were 0-0.59 and 0-0.375, respectively. LIMITATIONS This study was limited by the absence of clinical external validation, which hindered the estimation of the nomogram's external applicability. In addition, this study has a cross-sectional design. CONCLUSIONS A novel nomogram was successfully constructed and proven to be beneficial for identifying individuals at high risk for depression among stroke patients.
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Affiliation(s)
- Chunxiao Wu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen 518100, PR China; Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, PR China.
| | - Shuping Zhu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen 518100, PR China; Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, PR China
| | - Qizhang Wang
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen 518100, PR China
| | - Ying Xu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen 518100, PR China; Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, PR China
| | - Xiaohan Mo
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen 518100, PR China; Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, PR China
| | - Wenhua Xu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen 518100, PR China; Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, PR China.
| | - Zhirui Xu
- Clinical Medical of Acupuncture, Moxibustion and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou 510006, Guangdong Province, PR China
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23
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Thakur B, Strenth C, Arnold EM, Schneider FD. Sex Differences in the Association of Depression Symptoms and Cardiovascular Disease in Adults in the United States. Am J Health Promot 2024; 38:1199-1209. [PMID: 38864762 PMCID: PMC11528955 DOI: 10.1177/08901171241262249] [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] [Indexed: 06/13/2024]
Abstract
PURPOSE This study explores the relationship between depression and cardiovascular disease (CVD) in the US adult population, focusing on sex differences. DESIGN Cross-sectional study. SETTING National Health and Nutrition Examination Survey data (2013-2018). PARTICIPANTS A total of 14 699 community-dwelling adults (≥20 years). MEASURE The Patient Health Questionnaire (PHQ-9) depression screening tool assessed depressive symptoms. CVD events included heart failure, coronary heart disease, angina, heart attack, or stroke. ANALYSIS Adjusted prevalence ratios were estimated using a Poisson regression model. RESULTS The study finds a positive association between CVD incidents and both mild to moderate depressive symptoms (aPR:1.42, P = .002) and moderately severe to severe depression (aPR:1.72, P = .024). Overall, females exhibit a 47% lower likelihood of CVD incidents compared to males. However, in a subgroup analysis, increased depressive symptoms correlate with higher CVD incidents in females (aPRs range: 2.09 to 3.43, P < .001) compared to males (aPRs range: 1.45 to 1.77, P < .001). CONCLUSION Depression is associated with increased cardiovascular disease (CVD) risk. Females generally have a lower CVD risk than males, but more severe depressive symptoms elevate CVD risk in females. These findings emphasize the significance of considering sex differences. Further research is needed to understand the underlying mechanisms.
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Affiliation(s)
- Bhaskar Thakur
- Department of Family & Community Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - Chance Strenth
- Department of Family & Community Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Frank David Schneider
- Department of Family & Community Medicine, UT Southwestern Medical Center, Dallas, TX, USA
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24
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La R, Yin Y, Xu B, Huang J, Zhou L, Xu W, Jiang D, Huang L, Wu Q. Mediating role of depression in linking rheumatoid arthritis to all-cause and cardiovascular-related mortality: A prospective cohort study. J Affect Disord 2024; 362:86-95. [PMID: 38942208 DOI: 10.1016/j.jad.2024.06.108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 05/29/2024] [Accepted: 06/25/2024] [Indexed: 06/30/2024]
Abstract
OBJECTIVE This study aimed to analyze the associations between rheumatoid arthritis (RA) and all-cause mortality and cardiovascular disease (CVD)-related mortality using data from the National Health and Nutrition Examination Survey (NHANES) and examine the potential mediating role of depression in these correlations. METHODS 19,165 participants across five NHANES cycles from 2007 to 2016 participated in this study. Multifactorial Cox regression models between RA, depression and two mortality outcomes and multifactorial regression models between RA and depression were constructed to examine their associations. The mediating role of depression has also been investigated. RESULTS The prevalence of RA in this study was 6.57 %, the all-cause mortality of RA patients was 20.57 %, and the CVD-related mortality was 6.12 %. In the fully adjusted model, RA was associated with all-cause mortality [hazard ratio (HR) = 1.28, 95 % confidence interval (CI) = 1.12 to 1.48] and CVD-related mortality (HR = 1.33, 95 % CI = 1.03 to 1.72), without detectable interaction among subgroups (P for interaction >0.05). RA also had a positive correlation with depression. Depression score demonstrated pronounced mediating effects in the connections between RA and two types of mortality, with mediation ratios of 18.2 % and 18.9 %. LIMITATIONS The diagnosis of RA is self-reported and may be subject to recall bias. CONCLUSIONS RA was positively correlated with the risk of all-cause mortality and CVD-related mortality. Depression partially mediates these associations. Close attention to and active improvement of mental health in RA patients will be critical to decrease all-cause mortality and CVD-related mortality.
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Affiliation(s)
- Rui La
- Department of Orthopedic Surgery and Sports Medicine, The First Affiliated Hospital of Soochow University, Institute of Orthopedics at Soochow University, Jiangsu, China
| | - Yunfei Yin
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Jiangsu, China
| | - Bin Xu
- Department of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jianping Huang
- Department of Psychology, Soochow University, Jiangsu, China
| | - Liyu Zhou
- Department of Orthopedic Surgery and Sports Medicine, The First Affiliated Hospital of Soochow University, Institute of Orthopedics at Soochow University, Jiangsu, China
| | - Wu Xu
- Department of Orthopedic Surgery and Sports Medicine, The First Affiliated Hospital of Soochow University, Institute of Orthopedics at Soochow University, Jiangsu, China
| | - Dinghua Jiang
- Department of Orthopedic Surgery and Sports Medicine, The First Affiliated Hospital of Soochow University, Institute of Orthopedics at Soochow University, Jiangsu, China.
| | - Lixin Huang
- Department of Orthopedic Surgery and Sports Medicine, The First Affiliated Hospital of Soochow University, Institute of Orthopedics at Soochow University, Jiangsu, China.
| | - Qian Wu
- Department of Orthopedic Surgery and Sports Medicine, The First Affiliated Hospital of Soochow University, Institute of Orthopedics at Soochow University, Jiangsu, China; Research Institute of Clinical Medicine, Jeonbuk National University Medical School, Jeonju, Republic of Korea.
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25
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Zhang H, Xu Y, Xu Y. Association of diastolic and systolic blood pressure with depression: a cross-sectional study from NHANES 2005-2018. Front Psychiatry 2024; 15:1433990. [PMID: 39355374 PMCID: PMC11442334 DOI: 10.3389/fpsyt.2024.1433990] [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: 05/16/2024] [Accepted: 08/29/2024] [Indexed: 10/03/2024] Open
Abstract
Background Many studies worldwide have reported the association between mental health and blood pressure, but the results are mixed, and even contradictory. We aim to investigate the relationship between systolic and diastolic blood pressure and depression in the entire US population. Methods This study analyzed cross-sectional data from the National Health and Nutrition Examination Survey (NHANES) from 2005 to 2018. All adults completed 3-4 blood pressure measurements after sitting quietly for 5 minutes. Depression was diagnosed based on the Patient Health Questionnaire (PHQ-9), with a score ≥10 defined as depression. Weighted logistic regression and restricted cubic splines (RCS) were used to assess the relationship between blood pressure and depression. Two-piecewise linear regression was used to determine the inflection point. Additionally, subgroup analyses and interaction tests were conducted to identify potential subgroups. Finally, two sensitivity analyses were conducted. Results A total of 26,581 American adults were included, with a mean age of 47.2 years, of whom 13,354 (49.54%) were male; 2,261 individuals were defined as depressed, with a weighted prevalence of 7.41%. All participants' mean systolic blood pressure (SBP) was 121.7 mmHg, and the mean diastolic blood pressure (DBP) was 70.9 mmHg. RCS showed a nonlinear association between SBP and depression, while DBP showed a positive linear association with depression. Two-piecewise linear regression showed that the inflection point of the association between SBP and depression was 129.7 mmHg. Weighted logistic regression showed that after fully adjusting for depression-related risk factors, there was a significant positive correlation between per 10 mmHg increase in DBP and depression (OR: 1.06, 95% CI: 1.00-1.12, P=0.04); however, only on the left side of the inflection point, SBP tended to decrease the odds of depression (P =0.09). Furthermore, interaction analysis showed that the association between DBP and depression was significantly stronger in cancer patients (P for interaction=0.02); on the left side of the inflection point (<129.7 mmHg), current smokers also significantly interacted with SBP (P for interaction=0.018). Finally, two sensitivity analyses also supported our findings. Conclusion In the adult population of the United States, there is a positive linear association between DBP and depression, while the association between SBP and depression exhibits a significant threshold effect, maintaining SBP at 129.7 mmHg is associated with the lowest prevalence of depression.
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Affiliation(s)
- Huifeng Zhang
- Department of Cardiovascular, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Ying Xu
- Department of Hematology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Yaying Xu
- Department of Endocrinology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
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26
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Banerjee P, Chau K, Kotla S, Davis EL, Turcios EB, Li S, Pengzhi Z, Wang G, Kolluru GK, Jain A, Cooke JP, Abe J, Le NT. A Potential Role for MAGI-1 in the Bi-Directional Relationship Between Major Depressive Disorder and Cardiovascular Disease. Curr Atheroscler Rep 2024; 26:463-483. [PMID: 38958925 PMCID: PMC12124319 DOI: 10.1007/s11883-024-01223-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2024] [Indexed: 07/04/2024]
Abstract
PURPOSE OF REVIEW Major Depressive Disorder (MDD) is characterized by persistent symptoms such as fatigue, loss of interest in activities, feelings of sadness and worthlessness. MDD often coexist with cardiovascular disease (CVD), yet the precise link between these conditions remains unclear. This review explores factors underlying the development of MDD and CVD, including genetic, epigenetic, platelet activation, inflammation, hypothalamic-pituitary-adrenal (HPA) axis activation, endothelial cell (EC) dysfunction, and blood-brain barrier (BBB) disruption. RECENT FINDINGS Single nucleotide polymorphisms (SNPs) in the membrane-associated guanylate kinase WW and PDZ domain-containing protein 1 (MAGI-1) are associated with neuroticism and psychiatric disorders including MDD. SNPs in MAGI-1 are also linked to chronic inflammatory disorders such as spontaneous glomerulosclerosis, celiac disease, ulcerative colitis, and Crohn's disease. Increased MAGI-1 expression has been observed in colonic epithelial samples from Crohn's disease and ulcerative colitis patients. MAGI-1 also plays a role in regulating EC activation and atherogenesis in mice and is essential for Influenza A virus (IAV) infection, endoplasmic reticulum stress-induced EC apoptosis, and thrombin-induced EC permeability. Despite being understudied in human disease; evidence suggests that MAGI-1 may play a role in linking CVD and MDD. Therefore, further investigation of MAG-1 could be warranted to elucidate its potential involvement in these conditions.
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Affiliation(s)
- Priyanka Banerjee
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
- Medical Physiology, College of Medicine, Texas A&M Health Science Center, Bryan, TX, USA
| | - Khanh Chau
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
| | - Sivareddy Kotla
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eleanor L Davis
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
| | - Estefani Berrios Turcios
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
| | - Shengyu Li
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
| | - Zhang Pengzhi
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
| | - Guangyu Wang
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
| | | | - Abhishek Jain
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
- Department of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, TX, USA
- Department of Medical Physiology, School of Medicine, Texas A&M Health Science Center, Bryan, USA
| | - John P Cooke
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA
| | - Junichi Abe
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nhat-Tu Le
- Center for Cardiovascular Regeneration, Department of Cardiovascular Sciences, Houston Methodist Research Institute, Houston, TX, USA.
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Meskal S, Gill M, Movahed MR, Hashemzadeh M, Hashemzadeh M. Major depression is not associated with higher myocardial infarction rates: insights from a large database. Future Cardiol 2024; 20:619-625. [PMID: 39136382 PMCID: PMC11520533 DOI: 10.1080/14796678.2024.2387939] [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: 01/30/2024] [Accepted: 07/31/2024] [Indexed: 10/26/2024] Open
Abstract
Background: Depression has been suggested to increase the risk of cardiovascular disease, but many studies assessed depression after heart disease onset. This study evaluated the association between depression and myocardial infarction (MI) using a large inpatient database.Methods: We analyzed patients from the National Inpatient Sample hospitals from 2005 to 2020, selecting those aged >30 with ICD-9 and ICD-10 codes for segment elevation (ST) elevation myocardial infarction (STEMI), non-ST elevation myocardial elevation (NSTEMI) and major depression.Results: Our data included 4413,113 STEMI patients (224,430 with depression) and 10,421,346 NSTEMI patients (437,058 with depression). No significant association was found between depression and MI. For STEMI, the 2005 odds ratio was 0.12 (95% CI: 0.10-0.15, p < 0.001) and the 2020 odds ratio was 0.71 (95% CI: 0.69-0.73, p < 0.001). Similar patterns were observed for NSTEMI.Conclusion: Depression may not independently be a significant risk factor for MI.
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Affiliation(s)
- Sarah Meskal
- University of Arizona, College of Medicine-Phoenix, AZ 85004, USA
| | - Manrit Gill
- University of Arizona, College of Medicine-Phoenix, AZ 85004, USA
| | - Mohammad Reza Movahed
- University of Arizona, College of Medicine-Phoenix, AZ 85004, USA
- University of Arizona, Sarver Heart Center, Tucson, AZ 85724, USA
| | | | - Mehrnoosh Hashemzadeh
- University of Arizona, College of Medicine-Phoenix, AZ 85004, USA
- Pima Community College, Tucson, AZ 85709, USA
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28
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Chen F, Lin H, Zhang Y, Zhang Y, Chen L. The mediating role of sleep disturbance in the relationship between depression and cardiovascular disease. Front Psychiatry 2024; 15:1417179. [PMID: 38903636 PMCID: PMC11188478 DOI: 10.3389/fpsyt.2024.1417179] [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: 04/14/2024] [Accepted: 05/27/2024] [Indexed: 06/22/2024] Open
Abstract
Background Studies suggest that both depression and disrupted sleep disturbance are linked to cardiovascular disease (CVD). However, the precise role of sleep disturbance in the connection between depression and CVD is poorly understood. Therefore, we sought to examine the associations among these factors and further explore the mediating role of sleep disturbance in the association between depression and CVD. Methods This study included data from 29,831 adults (≥20 years old). Multifactorial logistic regression analyses were conducted to examine the relationships among depression, sleep disturbance, and CVD. Additionally, bootstrap tests were used to investigate whether the association between depression and CVD was mediated by sleep disturbance. Results Our research showed that individuals who experienced depression or sleep disturbance had a notably greater likelihood of developing CVD than those who did not have these issues (depression: OR: 2.21, 95% CI=1.96-2.49; sleep disturbance: OR: 1.74, 95% CI=1.6-1.9). Even after adjusting for potential confounders, depression was still positively associated with the risk of sleep disturbance (OR: 4.07, 95% CI=3.73-4.44). Furthermore, sleep disturbance significantly mediated the association between depression and CVD, with a mediating effect of 18.1%. Conclusion Our study demonstrated that depression, sleep disturbance, and CVD are interrelated. The increased risk of CVD among patients with depression may be attributed to the mediating role of sleep disturbance. This finding underscores the importance of interventions focused on sleep disturbances as a means to address the connection between depression and CVD.
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Affiliation(s)
- Feng Chen
- Department of Child Healthcare, Wenzhou People’s Hospital, Wenzhou, Zhejiang, China
| | - Hao Lin
- Department of Gastroenterology, Pingyang Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yuansi Zhang
- Department of Traditional Chinese Medicine, Wenzhou Yebo Proctology Hospital, Wenzhou, Zhejiang, China
| | - Yu Zhang
- Department of Child Healthcare, Wenzhou People’s Hospital, Wenzhou, Zhejiang, China
| | - Linlin Chen
- Department of Child Healthcare, Wenzhou People’s Hospital, Wenzhou, Zhejiang, China
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Yu Y, Yang X, Wu J, Hu G, Bai S, Yu R. A Mendelian randomization study of the effect of mental disorders on cardiovascular disease. Front Cardiovasc Med 2024; 11:1329463. [PMID: 38887450 PMCID: PMC11180800 DOI: 10.3389/fcvm.2024.1329463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 05/16/2024] [Indexed: 06/20/2024] Open
Abstract
Objective The effect of mental disorders (MD) on cardiovascular disease (CVD) remains controversial, and this study aims to analyze the causal relationship between eight MD and CVD by Mendelian randomization (MR). Methods Single nucleotide polymorphisms of attention-deficit/hyperactivity disorder (ADHD), anorexia nervosa (AN), anxiety disorder (ANX), autism spectrum disorder (ASD), bipolar disorder (BD), depression, obsessive-compulsive disorder (OCD), schizophrenia (SCZ), and CVD were obtained from UK Biobank and FinnGen. Exposure-outcome causality was tested using inverse variance weighted (IVW), MR-Egger, and weighted median. Horizontal pleiotropy and heterogeneity were assessed by MR-Egger intercept and Cochran's Q, respectively, while stability of results was assessed by leave-one-out sensitivity analysis. Results MR analysis showed that ANX (IVW [odds ratio (OR) 1.11, 95% confidence intervals (CI) 1.07-1.15, p < 0.001]; MR-Egger [OR 1.03, 95% CI 0.92-1.14, p = 0.652]; weighted median [OR 1.09, 95% CI 1.03-1.14, p = 0.001]), ASD (IVW [OR 1.05, 95% CI 1.00-1.09, p = 0.039]; MR-Egger [OR 0.95, 95% CI 0.84-1.07, p = 0.411]; weighted median [OR 1.01, 95% CI 0.96-1.06, p = 0.805]), depression (IVW [OR 1.15, 95% CI 1.10-1.19, p < 0.001]; MR-Egger [OR 1.10, 95% CI 0.96-1.26, p = 0.169]; weighted median [OR 1.13, 95% CI 1.08-1.19, p < 0.001]) were significantly associated with increased risk of CVD, whereas ADHD, AN, BD, OCD, and SCZ were not significantly associated with CVD (p > 0.05). Intercept analysis showed no horizontal pleiotropy (p > 0.05). Cochran's Q showed no heterogeneity except for BD (p = 0.035). Sensitivity analysis suggested that these results were robust. Conclusions ANX, ASD, and depression are associated with an increased risk of CVD, whereas AN, ADHD, BD, OCD, and SCZ are not causally associated with CVD. Active prevention and treatment of ANX, ASD, and depression may help reduce the risk of CVD.
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Affiliation(s)
- Yunfeng Yu
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Xinyu Yang
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Jingyi Wu
- The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Gang Hu
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Siyang Bai
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Rong Yu
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
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Komura T, Tsugawa Y, Kondo N, Inoue K. Depression Onset After a Spouse's Cardiovascular Event. JAMA Netw Open 2024; 7:e244602. [PMID: 38607629 PMCID: PMC11015352 DOI: 10.1001/jamanetworkopen.2024.4602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 01/31/2024] [Indexed: 04/13/2024] Open
Abstract
Importance Although cardiovascular disease (CVD) is a known risk factor for depression, evidence is lacking regarding whether and to what extent a spouse's CVD is associated with the subsequent mental health of individuals. Objective To examine the association between CVD onset in spouses and subsequent depression. Design, Setting, and Participants This cohort study examined 277 142 matched married couples enrolled in the Japan Health Insurance Association health insurance program between April 2015 and March 2022, covering approximately 40% of the working-age population in Japan. Index individuals (primary insured) whose spouses (dependent) experienced incident CVD between April 2016 and March 2022 were 1:1 matched to controls whose spouses did not experience CVD. Matching was based on age, sex, income, or the onset date of the spouses' CVD. Data analysis was conducted from April 2016 to March 2022. Exposure Spousal onset of CVD between fiscal years 2016 and 2021. The International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes were used to identify the composite CVD outcomes (stroke, heart failure, and myocardial infarction). Main Outcomes and Measures Multivariate Cox proportional hazards models were used to investigate the association between spouses' new-onset CVD and individuals' depression, adjusting for sociodemographic characteristics and comorbidities of index individuals (diabetes, hypertension, and CVD) and spouses (diabetes, hypertension, and depression). Subgroup analyses were conducted according to sex, age, income levels, and history of CVD. Results Among 277 142 matched pairs of married couples, 263 610 (95.1%) had a male index individual; the mean (SD) age of index individuals was 58.2 (10.2) years. A new onset of depression was observed in 4876 individuals (1.8%). In multivariable Cox models, there was an association between the spouse's CVD and the individuals' depression (hazard ratio, 1.13 [95% CI, 1.07-1.20]). The subgroup analysis found no evidence of heterogeneity in sex, age, income level, or CVD history. The results were consistent when additionally adjusted for health behaviors (smoking, alcohol consumption, physical activity, and use of antihypertensive drugs) and objectively measured physical health conditions (body mass index, blood pressure, cholesterol levels, glucose levels, and estimated glomerular filtration rate) (hazard ratio, 1.16 [95% CI, 1.06-1.28]). Conclusions and Relevance In this nationwide cohort study of matched couples, a spouse's onset of CVD was associated with an increased risk of an individual's depression. These findings highlight the importance of preventive care for mental health disorders in individuals whose spouses experience incident CVD.
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Affiliation(s)
- Toshiaki Komura
- Department of Epidemiology, School of Public Health, Boston University, Boston, Massachusetts
| | - Yusuke Tsugawa
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, California
- Department of Health Policy and Management, UCLA Fielding School of Public Health, Los Angeles, California
| | - Naoki Kondo
- Department of Social Epidemiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kosuke Inoue
- Department of Social Epidemiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Hakubi Center for Advanced Research, Kyoto University, Kyoto, Japan
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Jang EH, Jung R, Lee S. Higher adherence to a Mediterranean-type diet is associated with reduced psychosocial stress levels in baby boomers: a cross-sectional study. Nutr Res Pract 2024; 18:257-268. [PMID: 38584810 PMCID: PMC10995775 DOI: 10.4162/nrp.2024.18.2.257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 02/15/2024] [Accepted: 02/28/2024] [Indexed: 04/09/2024] Open
Abstract
BACKGROUND/OBJECTIVES This study investigated the relationship between adherence to the Mediterranean diet among Korean baby boomers and their levels of psychosocial stress. SUBJECTS/METHODS The study included 1,656 adults (889 men and 797 women) born between 1955 and 1963 who participated in the 2005-2006 survey of the community-based Korean Genome and Epidemiology Study (KoGES). The Mediterranean-type diet score (MTDS) was calculated from the semi-quantitative food frequency questionnaire (SQFFQ) data. The psychosocial stress levels were calculated using the psychosocial well-being index-short form (PWI-SF). Logistic regression analyses were performed to analyze the association between the MTDS (tertiles) and the prevalence of high psychosocial stress by gender. RESULTS The ranges of the MTDS tertile groups were T1 (20-33 points), T2 (34-37 points), and T3 (38-39 points) for men, T1 (20-33 points), T2 (34-37 points), and T3 (38-48 points) for women. In both men and women, the consumption of whole grains, potatoes, fruits, vegetables, legumes, and fish increased with higher MTDS, while the consumption of red meat and dairy products decreased (P for trend < 0.05). As MTDS score increased the intake of energy, fiber, vitamins, and minerals (P for trend < 0.05). Men in the highest MTDS tertile had a 41% lower odds ratio (OR) of high psychosocial stress compared with those in the lowest tertile (OR, 0.59; 95% confidence interval [CI], 0.38-0.91). Similarly, women in the highest tertile of the MTDS had a 39% lower OR of high psychosocial stress compared with those in the lowest tertile (OR, 0.61; 95% CI, 0.40-0.95). CONCLUSION Promoting adherence to the Mediterranean diet among baby boomers may have a positive impact on reducing their levels of psychosocial stress.
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Affiliation(s)
- Eun-Hee Jang
- Department of Food and Nutrition, Sungshin Women’s University, Seoul 01133, Korea
| | - Ranmi Jung
- Department of Food and Nutrition, Sungshin Women’s University, Seoul 01133, Korea
| | - Seungmin Lee
- Department of Food and Nutrition, Sungshin Women’s University, Seoul 01133, Korea
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Veiga D, Peralta M, Gouveia ÉR, Nascimento MDM, Carvalho L, Encantado J, Marques A. Moderating Effect of Muscular Strength in the Association between Cardiovascular Events and Depressive Symptoms in Middle-Aged and Older Adults-A Cross Sectional Study. Geriatrics (Basel) 2024; 9:36. [PMID: 38525753 PMCID: PMC10961766 DOI: 10.3390/geriatrics9020036] [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: 11/12/2023] [Revised: 01/18/2024] [Accepted: 03/11/2024] [Indexed: 03/26/2024] Open
Abstract
BACKGROUND Depression and cardiovascular diseases are two main health conditions contributing to the global disease burden. Several studies indicate a reciprocal association between them. It is still unclear how changes in overall muscle strength may impact this association. This study aimed to analyse how muscular strength moderates the relationship between cardiovascular events and depressive symptoms among middle-aged and older adults. METHODS Wave 8 of the population-based Survey of Health, Ageing, and Retirement in Europe (2019/2020) cross-sectional data, which included 41,666 participants (17,986 men) with a mean age of 70.65 (9.1) years old, was examined. Grip strength was measured twice on each hand using a dynamometer. The 12-item EURO-D scale was employed to gauge depressive symptoms. RESULTS Grip strength negatively moderates the link between cardiovascular events and depressive symptoms (male: B = -0.03, 95% CI = -0.04, -0.03; female: B = -0.06, 95% CI = -0.06, -0.05). Additionally, the grip strength moderation values in the significant zone for males and females were less than 63.2 kg and 48.3 kg, respectively. CONCLUSIONS Muscular strength modifies depressive symptoms and lessens their correlation with cardiovascular diseases. Muscle-strengthening activities could be incorporated into primary and secondary preventive strategies to reduce the burden of depression in people with CVD.
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Affiliation(s)
- Diogo Veiga
- Centro Interdisciplinar de Performance Humana, (CIPER) Faculdade de Motricidade Humana, Universidade de Lisboa, 1499-002 Cruz-Quebrada, Portugal; (D.V.); (M.P.); (L.C.); (J.E.)
| | - Miguel Peralta
- Centro Interdisciplinar de Performance Humana, (CIPER) Faculdade de Motricidade Humana, Universidade de Lisboa, 1499-002 Cruz-Quebrada, Portugal; (D.V.); (M.P.); (L.C.); (J.E.)
- Instituto de Saúde Ambiental (ISAMB), Faculdade de Medicina, Universidade de Lisboa, 1649-026 Lisboa, Portugal
| | - Élvio R. Gouveia
- Department of Physical Education and Sport, University of Madeira, 9020-105 Funchal, Portugal;
- Laboratory for Robotics and Engineering Systems (LARSYS), Interactive Technologies Institute, 9020-105 Funchal, Portugal
| | - Marcelo de Maio Nascimento
- Department of Physical Education, Federal University of Vale do São Francisco, Petrolina 56.304-205, Brazil;
| | - Laura Carvalho
- Centro Interdisciplinar de Performance Humana, (CIPER) Faculdade de Motricidade Humana, Universidade de Lisboa, 1499-002 Cruz-Quebrada, Portugal; (D.V.); (M.P.); (L.C.); (J.E.)
| | - Jorge Encantado
- Centro Interdisciplinar de Performance Humana, (CIPER) Faculdade de Motricidade Humana, Universidade de Lisboa, 1499-002 Cruz-Quebrada, Portugal; (D.V.); (M.P.); (L.C.); (J.E.)
| | - Adilson Marques
- Centro Interdisciplinar de Performance Humana, (CIPER) Faculdade de Motricidade Humana, Universidade de Lisboa, 1499-002 Cruz-Quebrada, Portugal; (D.V.); (M.P.); (L.C.); (J.E.)
- Instituto de Saúde Ambiental (ISAMB), Faculdade de Medicina, Universidade de Lisboa, 1649-026 Lisboa, Portugal
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Kim T. Quality of Life in Metabolic Syndrome Patients Based on the Risk of Obstructive Sleep Apnea. Behav Sci (Basel) 2024; 14:127. [PMID: 38392480 PMCID: PMC10885961 DOI: 10.3390/bs14020127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 01/29/2024] [Accepted: 02/05/2024] [Indexed: 02/24/2024] Open
Abstract
Despite the impact of metabolic syndrome (MetS) and obstructive sleep apnea (OSA) on a sizeable proportion of the global population, the difference in the quality of life (QoL) between a group without risk factors for OSA and a group with risk factors for OSA among individuals with MetS is currently unclear. This study aimed to identify the determinants of QoL in patients with MetS with and without OSA risk factors and to analyze differences between these two groups. Data were extracted from the 2020 Korea National Health and Nutrition Examination Survey (KNHANES). The Rao-Scott χ2 test was performed to evaluate differences in baseline characteristics based on OSA risk factors. A t-test was performed to evaluate differences in the baseline QoL, and linear regression analysis was performed to identify the effect on the QoL of the two groups. The factors affecting QoL in the low-risk group included age, education level, and depression. The factors affecting QoL in the high-risk group were physical activity and depression. These results suggest that nursing interventions should be devised according to patients' characteristics to help improve their QoL.
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Affiliation(s)
- Taehui Kim
- Department of Nursing Science, Joongbu University, Chungnam 32713, Republic of Korea
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Mesa-Vieira C, Didden C, Schomaker M, Mouton JP, Folb N, van den Heuvel LL, Gastaldon C, Cornell M, Tlali M, Kassanjee R, Franco OH, Seedat S, Haas AD. Post-traumatic stress disorder as a risk factor for major adverse cardiovascular events: a cohort study of a South African medical insurance scheme. Epidemiol Psychiatr Sci 2024; 33:e5. [PMID: 38314538 PMCID: PMC10894700 DOI: 10.1017/s2045796024000052] [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: 07/24/2023] [Revised: 01/02/2024] [Accepted: 01/04/2024] [Indexed: 02/06/2024] Open
Abstract
AIMS Prior research, largely focused on US male veterans, indicates an increased risk of cardiovascular disease among individuals with post-traumatic stress disorder (PTSD). Data from other settings and populations are scarce. The objective of this study is to examine PTSD as a risk factor for incident major adverse cardiovascular events (MACEs) in South Africa. METHODS We analysed reimbursement claims (2011-2020) of a cohort of South African medical insurance scheme beneficiaries aged 18 years or older. We calculated adjusted hazard ratios (aHRs) for associations between PTSD and MACEs using Cox proportional hazard models and calculated the effect of PTSD on MACEs using longitudinal targeted maximum likelihood estimation. RESULTS We followed 1,009,113 beneficiaries over a median of 3.0 years (IQR 1.1-6.0). During follow-up, 12,662 (1.3%) persons were diagnosed with PTSD and 39,255 (3.9%) had a MACE. After adjustment for sex, HIV status, age, population group, substance use disorders, psychotic disorders, major depressive disorder, sleep disorders and the use of antipsychotic medication, PTSD was associated with a 16% increase in the risk of MACEs (aHR 1.16, 95% confidence interval (CI) 1.05-1.28). The risk ratio for the effect of PTSD on MACEs decreased from 1.59 (95% CI 1.49-1.68) after 1 year of follow-up to 1.14 (95% CI 1.11-1.16) after 8 years of follow-up. CONCLUSION Our study provides empirical support for an increased risk of MACEs in males and females with PTSD from a general population sample in South Africa. These findings highlight the importance of monitoring cardiovascular risk among individuals diagnosed with PTSD.
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Affiliation(s)
- Cristina Mesa-Vieira
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland
| | - Christiane Didden
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Department of Sociology, Ludwig-Maximilians-Universität Munich, Munich, Germany
| | - Michael Schomaker
- Department of Statistics, Ludwig-Maximilians-Universität Munich, Munich, Germany
- Centre for Infectious Disease Epidemiology & Research, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Johannes P. Mouton
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | | | - Leigh L. van den Heuvel
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Chiara Gastaldon
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Morna Cornell
- Centre for Infectious Disease Epidemiology & Research, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Mpho Tlali
- Centre for Infectious Disease Epidemiology & Research, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Reshma Kassanjee
- Centre for Infectious Disease Epidemiology & Research, School of Public Health, University of Cape Town, Cape Town, South Africa
| | - Oscar H. Franco
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Department of Global Public Health & Bioethics, University Medical Center Utrecht, Utrecht, Netherlands
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Andreas D. Haas
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
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Allcock L, Mantzioris E, Villani A. Adherence to a Mediterranean Diet Is Inversely Associated with Anxiety and Stress but Not Depression: A Cross-Sectional Analysis of Community-Dwelling Older Australians. Nutrients 2024; 16:366. [PMID: 38337651 PMCID: PMC10857277 DOI: 10.3390/nu16030366] [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: 11/20/2023] [Revised: 12/07/2023] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
Diet quality may be an important modifiable risk factor for mental health disorders. However, these findings have been inconsistent, particularly in older adults. We explored the independent associations between adherence to a Mediterranean diet (MedDiet) and severity of symptoms related to depression, anxiety and stress in older adults from Australia. This was a cross-sectional analysis of older Australians ≥ 60 years. MedDiet adherence was assessed using the Mediterranean Diet Adherence Screener (MEDAS), and the Depression, Anxiety and Stress Scale (DASS-21) was used to assess the severity of negative emotional symptoms. A total of n = 294 participants were included in the final analyses (70.4 ± 6.2 years). Adherence to a MedDiet was inversely associated with the severity of anxiety symptoms (β = -0.118; CI: -0.761, -0.012; p = 0.043) independent of age, gender, BMI, physical activity, sleep, cognitive risk and ability to perform activities of daily living. Furthermore, MedDiet adherence was inversely associated with symptoms of stress (β = -0.151; CI: -0.680, -0.073; p = 0.015) independent of age, gender, BMI, physical activity and sleep. However, no relationship between MedDiet adherence and depressive symptoms was observed. We showed that adherence to a MedDiet is inversely associated with the severity of symptoms related to anxiety and stress but not depression. Exploring these findings with the use of longitudinal analyses and robust clinical trials are needed to better elucidate these findings in older adults.
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Affiliation(s)
- Lisa Allcock
- School of Health, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia;
| | - Evangeline Mantzioris
- Clinical and Health Sciences & Alliance for Research in Exercise, Nutrition and Activity (ARENA), University of South Australia, Adelaide, SA 5000, Australia;
| | - Anthony Villani
- School of Health, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia;
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Shen W, Su Y, Guo T, Ding N, Chai X. The relationship between depression based on patient health questionaire-9 and cardiovascular mortality in patients with hypertension. J Affect Disord 2024; 345:78-84. [PMID: 37852591 DOI: 10.1016/j.jad.2023.10.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 09/28/2023] [Accepted: 10/09/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND Depression and hypertension are increasingly prevalent in the U.S., with evidence suggesting significant comorbidity. Despite this, the specific relationship within the U.S. hypertensive population is underexplored. Our study investigates this link using data from the 2007-2014 NHANES database and mortality data from the National Death Index. METHODS A total of 8677 participants were included in this cohort study. Depression diagnosis was made based on the Patient Health Questionnaire-9. Hypertension was defined either through a self-reported previous diagnosis, current antihypertensive medication use, or blood pressure exceeding standard thresholds. Cardiovascular disease mortality was determined by mortality recorded with National Death Index on December 31, 2019. The cox proportional hazards regression method was applied to analyze the association of depression with cardiovascular mortality in hypertension. RESULTS During an average follow-up of 8.2 years, 599 deaths were confirmed from cardiovascular disease. The association of depression with cardiovascular mortality in hypertension was significantly positive (HR, 1.0263(95%CI = 1.0033, 1.0498), p = 0.0247). In addition, the risk of cardiovascular mortality increased gradually with the severity of depressive symptoms (p for trend =0.0259). This positive relationship was basically stable in different subgroup analyses and sensitivity analyses. LIMITATIONS The observational design of our study hinders establishment of a causal relationship. Potential bias due to subjective reporting and the absence of depression treatment data represent limitations, although their impact on the conclusions is deemed minimal. CONCLUSIONS Depression is associated with cardiovascular mortality risk in patients with hypertension. The worsening depressive symptoms, the higher risk of cardiovascular mortality.
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Affiliation(s)
- Weijie Shen
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China; Emergency Medicine and Difficult Diseases Institute, Central South University, Changsha, Hunan Province, China
| | - Yingjie Su
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China; Emergency Medicine and Difficult Diseases Institute, Central South University, Changsha, Hunan Province, China
| | - Tuo Guo
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China; Emergency Medicine and Difficult Diseases Institute, Central South University, Changsha, Hunan Province, China
| | - Ning Ding
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China; Emergency Medicine and Difficult Diseases Institute, Central South University, Changsha, Hunan Province, China
| | - Xiangping Chai
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China; Emergency Medicine and Difficult Diseases Institute, Central South University, Changsha, Hunan Province, China.
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Nowakowska K, Sakellarios A, Kaźmierski J, Fotiadis DI, Pezoulas VC. AI-Enhanced Predictive Modeling for Identifying Depression and Delirium in Cardiovascular Patients Scheduled for Cardiac Surgery. Diagnostics (Basel) 2023; 14:67. [PMID: 38201376 PMCID: PMC10795764 DOI: 10.3390/diagnostics14010067] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 12/21/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024] Open
Abstract
Several studies have demonstrated a critical association between cardiovascular disease (CVD) and mental health, revealing that approximately one-third of individuals with CVD also experience depression. This comorbidity significantly increases the risk of cardiac complications and mortality, a risk that persists regardless of traditional factors. Addressing this issue, our study pioneers a straightforward, explainable, and data-driven pipeline for predicting depression in CVD patients. METHODS Our study was conducted at a cardiac surgical intensive care unit. A total of 224 participants who were scheduled for elective coronary artery bypass graft surgery (CABG) were enrolled in the study. Prior to surgery, each patient underwent psychiatric evaluation to identify major depressive disorder (MDD) based on the DSM-5 criteria. An advanced data curation workflow was applied to eliminate outliers and inconsistencies and improve data quality. An explainable AI-empowered pipeline was developed, where sophisticated machine learning techniques, including the AdaBoost, random forest, and XGBoost algorithms, were trained and tested on the curated data based on a stratified cross-validation approach. RESULTS Our findings identified a significant correlation between the biomarker "sRAGE" and depression (r = 0.32, p = 0.038). Among the applied models, the random forest classifier demonstrated superior accuracy in predicting depression, with notable scores in accuracy (0.62), sensitivity (0.71), specificity (0.53), and area under the curve (0.67). CONCLUSIONS This study provides compelling evidence that depression in CVD patients, particularly those with elevated "sRAGE" levels, can be predicted with a 62% accuracy rate. Our AI-driven approach offers a promising way for early identification and intervention, potentially revolutionizing care strategies in this vulnerable population.
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Affiliation(s)
- Karina Nowakowska
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, 90-419 Lodz, Poland; (K.N.); (J.K.)
| | - Antonis Sakellarios
- Laboratory of Biomechanics and Biomedical Engineering, Department of Mechanical and Aeronautics Engineering, University of Patras, 26504 Patras, Greece;
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece;
| | - Jakub Kaźmierski
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, 90-419 Lodz, Poland; (K.N.); (J.K.)
| | - Dimitrios I. Fotiadis
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece;
- Biomedical Research Institute—FORTH, University Campus of Ioannina, 45110 Ioannina, Greece
| | - Vasileios C. Pezoulas
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece;
- Biomedical Research Institute—FORTH, University Campus of Ioannina, 45110 Ioannina, Greece
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Lee SM, Baek JC. Serum Vitamin Levels, Cardiovascular Disease Risk Factors, and Their Association with Depression in Korean Women: A Cross-Sectional Study of a Nationally Representative Sample. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:2183. [PMID: 38138286 PMCID: PMC10744936 DOI: 10.3390/medicina59122183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 11/23/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023]
Abstract
Background and Objectives: Serum vitamin levels, cardiovascular disease risk factors, and their association with depression is a complex issue that has been the subject of much research. Therefore, we investigated the relationship between vitamin A, B9, and E levels, cardiovascular risk factors, and depression in premenopausal and menopausal South Korean women. Materials and Methods: This cross-sectional study used the 2016-2018 Korea National Health and Nutrition Examination Survey data. Depression was assessed using a questionnaire to check for symptoms of depression or the Patient Health Questionnaire-9. Blood samples were collected from the antecubital vein in the morning after an overnight fast. Covariates were defined as self-reported physician diagnoses. Well-trained medical staff performed the standard procedures. Statistical analysis was performed using the complex sample analysis method of SPSS, using two separate logistic regression models (model 1: adjusted for age; model 2: adjusted for age, marital status, smoking, and alcohol consumption). Results: A total of 3313 women aged over 20 years were enrolled. The association between vitamin A levels and depression was as follows: lower levels of vitamin A were associated with an increased risk of depression in premenopausal women in model 1 and model 2. The levels of serum vitamins E and B9 were not correlated with depression in premenopausal and postmenopausal women. In the premenopausal group, depression increased in the obesity (model 1: p = 0.037; model 2: p = 0.047) and diabetes mellitus (model 1: p = 0.010; model 2: p = 0.009) groups. The menopausal group with depression had higher rates of stroke (model 1: p = 0.017; model 2: p = 0.039) and myocardial infarction (model 1: p = 0.004; model 2: p = 0.008) than the group without depression. Conclusions: Depression is correlated with lower blood levels of vitamin A in premenopausal women. Vitamin B9 and E levels were not associated with depression independent of menopausal status. Depression is associated with obesity and diabetes mellitus in premenopausal women and with stroke and myocardial infarction in postmenopausal women.
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Affiliation(s)
- Seon Mi Lee
- Department of Obstetrics and Gynecology, Korea University Anam Hospital, 73 Goryeodae-ro, Seongbuk-gu, Seoul 02841, Republic of Korea;
| | - Jong Chul Baek
- Department of Obstetrics and Gynecology, Gyeongsang National University Changwon Hospital, 11 Samjeongja-ro, Seongsan-gu, Changwon-si 51472, Republic of Korea
- Department of Obstetrics and Gynecology, Gyeongsang National University School of Medicine, Jinju 52727, Republic of Korea
- Institute of Medical Science, Gyeongsang National University, Jinju 52727, Republic of Korea
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Fond G, Falissard B, Nuss P, Collin C, Duret S, Rabbani M, De Chefdebien I, Tonelli I, Llorca PM, Boyer L. How can we improve the care of patients with schizophrenia in the real-world? A population-based cohort study of 456,003 patients. Mol Psychiatry 2023; 28:5328-5336. [PMID: 37479782 DOI: 10.1038/s41380-023-02154-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 06/06/2023] [Accepted: 06/19/2023] [Indexed: 07/23/2023]
Abstract
An important step to improve outcomes for patients with schizophrenia is to understand treatment patterns in routine practice. The aim of the current study was to describe the long-term management of patients with schizophrenia treated with antipsychotics (APs) in real-world practice. This population-based study included adults with schizophrenia and who had received ≥3 deliveries of an AP from 2012-2017, identified using a National Health Data System. Primary endpoints were real-life prescription patterns, patient characteristics, healthcare utilization, comorbidities and mortality. Of the 456,003 patients included, 96% received oral APs, 17.5% first-generation long-acting injectable APs (LAIs), and 16.1% second generation LAIs. Persistence rates at 24 months after treatment initiation were 23.9% (oral APs), 11.5% (first-generation LAIs) and 20.8% (second-generation LAIs). Median persistence of oral APs, first-generation LAIs and second-generation LAIs was 5.0, 3.3, and 6.1 months, respectively. Overall, 62.1% of patients were administered anxiolytics, 45.7% antidepressants and 28.5% anticonvulsants, these treatments being more frequently prescribed in women and patients aged ≥50 years. Dyslipidemia was the most frequent metabolic comorbidity (16.2%) but lipid monitoring was insufficient (median of one occasion). Metabolic comorbidities were more frequent in women. Standardized patient mortality remained consistently high between 2013 and 2015 (3.3-3.7 times higher than the general French population) with a loss of life expectancy of 17 years for men and 8 years for women. Cancer (20.2%) and cardiovascular diseases (17.2%) were the main causes of mortality, and suicide was responsible for 25.4% of deaths among 18-34-year-olds. These results highlight future priorities for care of schizophrenia patients. The global persistence of APs used in this population was low, whereas rates of psychiatric hospitalization remain high. More focus on specific populations is needed, such as patients aged >50 years to prevent metabolic disturbances and 18-34-year-olds to reduce suicide rates.
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Affiliation(s)
- Guillaume Fond
- Centre for Studies and Research on Health Services and Quality of Life (CEReSS), AP-HM, Aix-Marseille University, Marseille, France.
| | - Bruno Falissard
- Universite Paris-Saclay, UVSQ, Inserm, Developmental Psychiatry, CESP, Villejuif, France
| | - Philippe Nuss
- AP-HP, Service de Psychiatrie et de Psychologie Médicale, Paris, France
| | | | | | | | | | | | | | - Laurent Boyer
- Centre for Studies and Research on Health Services and Quality of Life (CEReSS), AP-HM, Aix-Marseille University, Marseille, France
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Lapa ME, Swabe GM, Magnani JW. Association of Depression and Adherence to Oral Anticoagulation in Patients With Atrial Fibrillation. J Am Heart Assoc 2023; 12:e031281. [PMID: 37982265 PMCID: PMC10727299 DOI: 10.1161/jaha.123.031281] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 10/25/2023] [Indexed: 11/21/2023]
Abstract
BACKGROUND Adherence to oral anticoagulation is essential for stroke prevention in atrial fibrillation (AF). Depression has been associated with decreased adherence to medications in multiple disease states and in AF is further associated with increased risk of stroke. We hypothesized that individuals with depression and AF have decreased adherence to anticoagulation than those without depression. METHODS AND RESULTS We used administrative claims data to identify individuals with AF initiating anticoagulation with direct-acting oral anticoagulants (DOACs) or warfarin between 2013 and 2019. We quantified adherence using proportion of days covered, categorized as limited (proportion of days covered, <80%), adequate (proportion of days covered, ≥80% to <90%), or optimal (proportion of days covered, ≥90%). We related depression to 12-month adherence to anticoagulation in logistic regression models, adjusting for demographics, medical and psychiatric comorbidities, household income, educational attainment, and insurance type. As a secondary analysis, we determined the association of depression to adherence for each DOAC agent. We identified 101 041 individuals (aged 74.5±8.9 years; 50.6% women; 29.5% race or ethnicity other than White, including Asian or Black race and Hispanic ethnicity) who initiated either DOACs or warfarin. The odds of adequate adherence to DOACs was 11% (95% CI, 0.85-0.93), and the odds of optimal adherence was 12% (95% CI, 0.83-0.91) less in individuals with depression than those without. Depression was not associated with adherence to warfarin. CONCLUSIONS We identified an association between depression and decreased adherence to DOACs but not warfarin in individuals with AF. Recognizing depression in AF may guide interventions to improve anticoagulation adherence and reduce stroke risk.
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Affiliation(s)
| | | | - Jared W. Magnani
- Department of MedicineUniversity of PittsburghPittsburghPA
- Center for Research on Health Care, Department of MedicineUniversity of PittsburghPittsburghUSA
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Putra IGNE, Daly M, Sutin A, Steptoe A, Robinson E. The psychological legacy of past obesity and early mortality: evidence from two longitudinal studies. BMC Med 2023; 21:448. [PMID: 37974151 PMCID: PMC10655273 DOI: 10.1186/s12916-023-03148-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 11/01/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND We test a novel 'weight scarring' hypothesis which suggests that past obesity is associated with impairments in current psychological well-being and this increases risk of negative physical health outcomes associated with obesity. Across two nationally representative studies, we tested whether past obesity is associated with current psychological outcomes and whether these psychological outcomes explain the association between past obesity and subsequent early mortality. METHODS Data were from the National Health and Nutrition Examination Survey (NHANES) (n = 29,047) and the Health and Retirement Study (HRS) (n = 11,998). Past obesity was defined based on maximum lifetime weight in NHANES and the highest weight from past study waves in the HRS. Across both studies, current depressive symptoms were analysed. A set of 10 additional well-being measures were combined to produce an 'index of impaired well-being' in HRS. Subsequent all-cause mortality was examined using National Deaths Index records in NHANES and household interviews in HRS. Linear or logistic regression, Cox proportional hazard regression, and causal mediation models were used. RESULTS We found that past obesity was associated with greater current depressive symptoms after controlling for current weight status and in analyses limited to those who were no longer classified as having obesity in NHANES (β = 0.17; 95% CI: 0.13, 0.22) and HRS (β = 0.20; 95% CI: 0.08, 0.31). In HRS, past obesity was also associated with a range of current negative psychological outcomes, including an index of impaired psychological well-being (β = 0.16; 95% CI: 0.05, 0.27). Past obesity was associated with a higher risk of early mortality in both NHANES and HRS (HR = 1.31; 95% CI: 1.16, 1.48 and HR = 1.34; 95% CI: 1.20, 1.50, respectively). Depressive symptoms explained 6% (95% CI: 0.01, 0.10) and 5% (95% CI: 0.01, 0.09) of the association between past obesity and premature mortality in NHANES and HRS, respectively. Impaired psychological well-being partly mediated the association between past obesity and premature mortality by 10% (95% CI: 0.04, 0.16) in HRS. CONCLUSIONS Our findings suggest that there may be a psychological legacy of past obesity that is associated with raised mortality risk. Ensuring people with obesity receive psychological support even after experiencing weight loss may be important.
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Affiliation(s)
- I Gusti Ngurah Edi Putra
- Department of Psychology, Institute of Population Health, University of Liverpool, Eleanor Rathbone Building, Bedford Street South, Liverpool, L69 7ZA, UK.
| | - Michael Daly
- Department of Psychology, Maynooth University, Maynooth, Ireland
| | - Angelina Sutin
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Tallahassee, USA
| | - Andrew Steptoe
- Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, Faculty of Population Health Sciences, University College London, London, UK
| | - Eric Robinson
- Department of Psychology, Institute of Population Health, University of Liverpool, Eleanor Rathbone Building, Bedford Street South, Liverpool, L69 7ZA, UK
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Dorton MC, Kramer JK, de Groot S, Post MWM, Claydon VE. Relationships between cardiovascular disease risk, neuropathic pain, mental health, and autonomic function in chronic spinal cord injury. Spinal Cord 2023; 61:548-555. [PMID: 37749189 DOI: 10.1038/s41393-023-00933-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 08/28/2023] [Accepted: 09/06/2023] [Indexed: 09/27/2023]
Abstract
STUDY DESIGN Multicentre, cross-sectional study. OBJECTIVES To determine if clinical measures of poor mental health (MH-) and neuropathic pain (NP) are related to increased CVD risk in individuals with chronic spinal cord injury (SCI), and further elucidate the relationships between CVD risk, autonomic function, NP, and MH-. SETTING Eight SCI rehabilitation centres in the Netherlands. METHODS Individuals (n = 257) with a traumatic, chronic (≥10 yrs) SCI, with age at injury between 18-35 years, completed a self-report questionnaire and a one-day visit to a rehabilitation centre for testing. CVD risk was calculated using Framingham risk score. NP was inferred using The Douleur Neuropathique 4 clinical examination, and MH- was assessed using the five-item Mental Health Inventory questionnaire. Cardiovascular autonomic function was determined from peak heart rate during maximal exercise (HRpeak). RESULTS There was a high prevalence of both NP (39%) and MH- (45%) following SCI. MH- was significantly correlated with an adverse CVD risk profile (r = 0.174; p = 0.01), increased the odds of adverse 30-year CVD risk by 2.2 (CI 0.92-2.81, p = 0.02), and is an important variable in determining CVD risk (importance=0.74, p = 0.05). Females (p = 0.05) and those with a higher HRpeak (p = 0.046) tended to be more likely to have NP. CONCLUSIONS Clinical measures of MH-, but not NP, are important factors for increased CVD risk following SCI. NP tended to be more prevalent in those with more preserved cardiovascular autonomic function. The interrelationships between secondary consequences of SCI are complex and need further exploration.
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Affiliation(s)
- Matthew C Dorton
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
- International Collaboration on Repair and Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - John K Kramer
- International Collaboration on Repair and Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Sonja de Groot
- Amsterdam Rehabilitation Research Center, Reade, Amsterdam, The Netherlands
- University of Groningen, University Medical Center Groningen, Center for Human Movement Sciences, Groningen, The Netherlands
- Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Marcel W M Post
- Center of Excellence in Rehabilitation Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, and de Hoogstraat Rehabilitation, Utrecht, The Netherlands
- University of Groningen, University Medical Center Groningen, Center for Rehabilitation, Department of Rehabilitation Medicine, Groningen, The Netherlands
| | - Victoria E Claydon
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.
- International Collaboration on Repair and Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada.
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Romankiewicz L, Schaare HL, Nestler S, Villringer A, Blöchl M. Mediation of the Association Between Vascular Risk Factors and Depressive Symptoms by C-Reactive Protein. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2023; 3:642-650. [PMID: 37881535 PMCID: PMC10593949 DOI: 10.1016/j.bpsgos.2023.04.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 04/11/2023] [Accepted: 04/25/2023] [Indexed: 10/27/2023] Open
Abstract
Background This study examined whether C-reactive protein (CRP), a marker of low-grade systemic inflammation, mediates the association between vascular risk factor (VRF) burden and depressive symptoms. Methods We drew on the prospective design of the UK Biobank to include participants with longitudinal data on VRF burden, CRP, and depressive symptoms. Total, direct, and indirect effects were estimated using regression-based mediation models while controlling for confounding by sociodemographic factors, baseline CRP, and baseline depression. Sensitivity analyses probed the robustness of results to unmeasured confounding. Results We analyzed data from 10,470 participants from the UK Biobank (mean age = 56.75 years at baseline). Net of covariates, VRFs at baseline were associated with higher depressive symptoms at follow-up (total effect = 0.099; 95% CI, 0.002-0.163). CRP mediated this association (indirect effect = 0.010; 95% CI, 0.004-0.017), accounting for 10.0% (95% CI, 0.3%-30.0%) of the total effect of VRF burden on depressive symptoms. Exploratory analyses suggested that the total and indirect effects pertained to somatic depressive symptoms (tiredness and appetite). Conclusions These results suggest that inflammation-promoting effects of VRFs may contribute to depressive symptoms in mid- and later life. However, the mediating pathway via CRP explains only a small part of the association between VRFs and depression after accounting for important covariates and may pertain to specific depressive symptoms. Future studies leveraging similar longitudinal designs are needed to further disentangle the time-varying effects between VRFs, inflammation, and certain depressive symptoms while addressing important confounders.
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Affiliation(s)
| | - H. Lina Schaare
- Otto Hahn Group Cognitive Neurogenetics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Institute of Neuroscience and Medicine (INM-7: Brain and Behaviour) Research Centre, Jülich, Germany
| | - Steffen Nestler
- Department of Psychology, University of Münster, Münster, Germany
| | - Arno Villringer
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Clinic for Cognitive Neurology, University Clinic Leipzig, Leipzig, Germany
- Center for Stroke Research Berlin, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Maria Blöchl
- Department of Psychology, University of Münster, Münster, Germany
- International Max Planck Research School: Neuroscience of Communication: Structure, Function, and Plasticity, Leipzig, Germany
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Krittanawong C, Maitra NS, Qadeer YK, Wang Z, Fogg S, Storch EA, Celano CM, Huffman JC, Jha M, Charney DS, Lavie CJ. Association of Depression and Cardiovascular Disease. Am J Med 2023; 136:881-895. [PMID: 37247751 DOI: 10.1016/j.amjmed.2023.04.036] [Citation(s) in RCA: 90] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 04/27/2023] [Accepted: 04/27/2023] [Indexed: 05/31/2023]
Abstract
BACKGROUND Cardiovascular disease remains the leading worldwide cause of mortality. There has been increased awareness of the impact of psychological health on cardiovascular disease. In particular, major depression has been linked to increased all-cause mortality, development of cardiovascular disease, and worse outcomes in those with existing cardiovascular disease. METHODS We conducted a meta-analysis assessing the incidence of cardiovascular disease and cardiovascular disease outcomes among those with major depressive disorder. RESULTS Among 26 studies of 1,957,621 individuals, depression was associated with increased risk of incident stroke (hazard ratio [HR] 1.13; 95% confidence interval [CI], 1.00-1.28), myocardial infarction (HR 1.28; 95% CI, 1.14-1.45), congestive heart failure (HR 1.04; 95% CI, 1.00-1.09), or any cardiovascular disease (HR 1.16; 95% CI, 1.04-1.30). Depression was associated with increased risk of all-cause mortality (HR 1.43; 95% CI, 1.27-1.60), cardiovascular disease mortality (HR 1.44; 95% CI, 1.27-1.63), and congestive heart failure mortality (HR 3.20; 95% CI, 1.29-7.94). CONCLUSION Depression has a significant negative impact on development of cardiovascular disease and on cardiovascular disease outcomes. Further efforts to understand and mitigate these impacts are prudent.
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Affiliation(s)
| | | | | | - Zhen Wang
- Mayo Clinic Evidence-based Practice Center, Rochester, Minn; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery; Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minn
| | - Sonya Fogg
- Library and Learning Resource Center, Texas Heart Institute, Houston
| | - Eric A Storch
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas
| | - Christopher M Celano
- Harvard Medical School, Boston, Mass; Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Jeff C Huffman
- Harvard Medical School, Boston, Mass; Department of Psychiatry, Massachusetts General Hospital, Boston
| | - Manish Jha
- Department of Psychiatry and Center for Depression Research and Clinical Care, University of Texas Southwestern Medical Center, Dallas
| | - Dennis S Charney
- Department of Psychiatry, Depression and Anxiety Center for Discovery and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Carl J Lavie
- John Ochsner Heart and Vascular Institute, Ochsner Clinical School, The University of Queensland School of Medicine, New Orleans, La
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Fathima FN, Selvam S, Heylen E, Srinivasan K, Ekstrand M. Effect of collaborative care intervention on productivity losses among people with comorbid common mental disorders and cardiovascular disease in rural Karnataka. J Family Med Prim Care 2023; 12:1917-1922. [PMID: 38024913 PMCID: PMC10657040 DOI: 10.4103/jfmpc.jfmpc_2296_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 04/13/2023] [Accepted: 04/26/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction Common mental disorders (CMD) and cardiovascular diseases (CVD), common health problems among patients seeking primary healthcare, contribute to high economic productivity losses. Collaborative care programs for CMDs and CVDs have shown improvement in clinical outcomes for both conditions; however, data on productivity outcomes are scarce. Objective: Effect of integrated collaborative care on productivity among people with comorbid CMD and CVD in rural Karnataka primary health clinics. Methods Participants were recruited within a randomized trial in rural South India, where patients received either collaborative or enhanced standard care. In this substudy, 303 participants were followed for 3 months and assessed with the iMTA Productivity Cost Questionnaire (iPCQ). Results We found a reduction in the proportion of individuals reporting productivity loss at 3 months (66%) compared to baseline (76%; P = 0.002). Productivity losses decreased from INR 30.3 per person per day at baseline to 17.7 at 3 months. Reductions were similar in the two treatment conditions. Conclusion Medical intervention may foster reduced productivity losses among patients with CMD and CVD. Collaborative care did not translate into higher reductions in productivity losses than "enhanced standard care."
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Affiliation(s)
- Farah Naaz Fathima
- Department of Community Health, St. John’s Medical College, Sarjapur Road, Bengaluru, Karnataka, India
| | - Sumithra Selvam
- Division of Epidemiology, Biostatistics and Population Health, St. John’s Research Institute, Bengaluru, Karnataka, India
| | | | | | - Maria Ekstrand
- Department of Medicine University of California San Francisco, USA
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Maier JA, Andrés V, Castiglioni S, Giudici A, Lau ES, Nemcsik J, Seta F, Zaninotto P, Catalano M, Hamburg NM. Aging and Vascular Disease: A Multidisciplinary Overview. J Clin Med 2023; 12:5512. [PMID: 37685580 PMCID: PMC10488447 DOI: 10.3390/jcm12175512] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 08/18/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023] Open
Abstract
Vascular aging, i.e., the deterioration of the structure and function of the arteries over the life course, predicts cardiovascular events and mortality. Vascular degeneration can be recognized before becoming clinically symptomatic; therefore, its assessment allows the early identification of individuals at risk. This opens the possibility of minimizing disease progression. To review these issues, a search was completed using PubMed, MEDLINE, and Google Scholar from 2000 to date. As a network of clinicians and scientists involved in vascular medicine, we here describe the structural and functional age-dependent alterations of the arteries, the clinical tools for an early diagnosis of vascular aging, and the cellular and molecular events implicated. It emerges that more studies are necessary to identify the best strategy to quantify vascular aging, and to design proper physical activity programs, nutritional and pharmacological strategies, as well as social interventions to prevent, delay, and eventually revert the disease.
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Affiliation(s)
- Jeanette A. Maier
- Department of Biomedical and Clinical Sciences, Università di Milano, 20157 Milano, Italy;
- VAS-European Independent foundation in Angiology/Vascular Medicine, 20157 Milano, Italy; (M.C.); (N.M.H.)
| | - Vicente Andrés
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain;
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), 28029 Madrid, Spain
| | - Sara Castiglioni
- Department of Biomedical and Clinical Sciences, Università di Milano, 20157 Milano, Italy;
| | - Alessandro Giudici
- Department of Biomedical Engineering, CARIM School for Cardiovascular Diseases, Maastricht University, 6229 ER Maastricht, The Netherlands;
- GROW School for Oncology and Reproduction, Maastricht University, 6229 ER Maastricht, The Netherlands
| | - Emily S. Lau
- Division of Cardiology Massachusetts General Hospital, Boston, MA 02114, USA;
| | - János Nemcsik
- Health Service of Zugló (ZESZ), Department of Family Medicine, Semmelweis University, Stáhly u. 7-9, 1085 Budapest, Hungary;
| | - Francesca Seta
- Vascular Biology Section, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA;
| | - Paola Zaninotto
- UCL Research Department of Epidemiology & Public Health, University College London, London WC1E 6BT, UK;
| | - Mariella Catalano
- VAS-European Independent foundation in Angiology/Vascular Medicine, 20157 Milano, Italy; (M.C.); (N.M.H.)
- Inter-University Research Center on Vascular Disease, Università di Milano, 20157 Milano, Italy
| | - Naomi M. Hamburg
- VAS-European Independent foundation in Angiology/Vascular Medicine, 20157 Milano, Italy; (M.C.); (N.M.H.)
- Vascular Biology Section, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA;
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Otieno P, Asiki G, Wilunda C, Wami W, Agyemang C. Cardiometabolic multimorbidity and associated patterns of healthcare utilization and quality of life: Results from the Study on Global AGEing and Adult Health (SAGE) Wave 2 in Ghana. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0002215. [PMID: 37585386 PMCID: PMC10431646 DOI: 10.1371/journal.pgph.0002215] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 07/07/2023] [Indexed: 08/18/2023]
Abstract
Understanding the patterns of multimorbidity, defined as the co-occurrence of more than one chronic condition, is important for planning health system capacity and response. This study assessed the association of different cardiometabolic multimorbidity combinations with healthcare utilization and quality of life (QoL). Data were from the World Health Organization (WHO) study on global AGEing and adult health Wave 2 (2015) conducted in Ghana. We analysed the clustering of cardiometabolic diseases including angina, stroke, type 2 diabetes, and hypertension with unrelated conditions such as asthma, chronic lung disease, arthritis, cataract and depression. The clusters of adults with cardiometabolic multimorbidity were identified using latent class analysis and agglomerative hierarchical clustering algorithms. We used negative binomial regression to determine the association of multimorbidity combinations with outpatient visits. The association of multimorbidity clusters with hospitalization and QoL were assessed using multivariable logistic and linear regressions. Data from 3,128 adults aged over 50 years were analysed. We identified four distinct classes of multimorbidity: relatively "healthy class" with no multimorbidity (47.9%): abdominal obesity only (40.7%): cardiometabolic and arthritis class comprising participants with hypertension, type 2 diabetes, stroke, abdominal and general obesity, arthritis and cataract (5.7%); and cardiopulmonary and depression class including participants with angina, chronic lung disease, asthma, and depression (5.7%). Relative to the class with no multimorbidity, the cardiopulmonary and depression class was associated with a higher frequency of outpatient visits [β = 0.3; 95% CI 0.1 to 0.6] and higher odds of hospitalization [aOR = 1.9; 95% CI 1.0 to 3.7]. However, cardiometabolic and arthritis class was associated with a higher frequency of outpatient visits [β = 0.8; 95% CI 0.3 to 1.2] and not hospitalization [aOR = 1.1; 95% CI 0.5 to 2.9]. The mean QoL scores was lowest among participants in the cardiopulmonary and depression class [β = -4.8; 95% CI -7.3 to -2.3] followed by the cardiometabolic and arthritis class [β = -3.9; 95% CI -6.4 to -1.4]. Our findings show that cardiometabolic multimorbidity among older persons in Ghana cluster together in distinct patterns that differ in healthcare utilization. This evidence may be used in healthcare planning to optimize treatment and care.
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Affiliation(s)
- Peter Otieno
- African Population and Health Research Center, Nairobi, Kenya
- Department of Public & Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
| | - Gershim Asiki
- African Population and Health Research Center, Nairobi, Kenya
- Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | | | - Welcome Wami
- Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
- Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Charles Agyemang
- Department of Public & Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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48
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Avila WS, Rivera MAM, Rivera IR. Depression, Cardiovascular Disease, and Female Gender: An Underestimated Triad. Arq Bras Cardiol 2023; 120:e20220858. [PMID: 37466622 PMCID: PMC10364992 DOI: 10.36660/abc.20220858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 02/13/2023] [Accepted: 04/05/2023] [Indexed: 07/20/2023] Open
Affiliation(s)
- Walkiria Samuel Avila
- Hospital das ClínicasFaculdade de MedicinaUniversidade de São PauloSão PauloSPBrasilInstituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP – Brasil
| | - Maria Alayde Mendonça Rivera
- Universidade Federal de AlagoasFaculdade de MedicinaMaceióALBrasilUniversidade Federal de Alagoas – Faculdade de Medicina, Maceió, AL – Brasil
| | - Ivan Romero Rivera
- Universidade Federal de AlagoasFaculdade de MedicinaMaceióALBrasilUniversidade Federal de Alagoas – Faculdade de Medicina, Maceió, AL – Brasil
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49
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Otten D, Ernst M, Werner AM, Tibubos AN, Reiner I, Brähler E, Wiltink J, Michal M, Nagler M, Wild PS, Münzel T, König J, Lackner KJ, Peiffer N, Beutel ME. Depressive symptoms predict the incidence of common chronic diseases in women and men in a representative community sample. Psychol Med 2023; 53:4172-4180. [PMID: 35443907 PMCID: PMC10317822 DOI: 10.1017/s0033291722000861] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 02/28/2022] [Accepted: 03/16/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND Depression, the most frequent and harmful mental disorder, has been associated with specific somatic diseases as the leading cause of death. The purposes of this prospective study were to predict incident chronic diseases based on baseline depressive symptoms and to test sex-dependent effects. METHODS In a representative German community sample of over 12 000 participants, baseline depressive symptoms (assessed using the Patient Health Questionnaire-9) were tested as a predictor of new onset of cardiovascular disease (CVD), chronic obstructive lung disease, diabetes, cancer, and migraine at 5-year follow-up. To study disease incidence, we created subsamples for each chronic disease by excluding participants who already had the respective disease at baseline. Potential confounders were included in logistic regression models and sex-specific analyses were performed. RESULTS Controlling for demographic characteristics and loneliness, in men and women, baseline depressive symptoms were predictive of CVD, chronic obstructive lung disease, diabetes, and migraine, but not of cancer. When we additionally adjusted for metabolic and lifestyle risk factors, there was an 8% increase of chronic obstructive lung disease and migraine per point of depressive symptoms. There was a trend for CVD (4%; p = 0.053). Sex-sensitive analyses revealed trends for the relevance of depressive symptoms for CVD in men (p = 0.065), and for diabetes in women (p = 0.077). CONCLUSIONS These findings underscore the need to implement screening for depression in the treatment of major somatic illnesses. At the same time, depressed patients should be screened for metabolic and lifestyle risk factors and for somatic diseases and offered lifestyle interventions.
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Affiliation(s)
- Daniëlle Otten
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Mareike Ernst
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Antonia M. Werner
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Ana N. Tibubos
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Iris Reiner
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Elmar Brähler
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Jörg Wiltink
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Matthias Michal
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Markus Nagler
- Preventive Cardiology and Preventive Medicine – Department of Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Philipp S. Wild
- Preventive Cardiology and Preventive Medicine – Department of Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
- Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany
| | - Thomas Münzel
- Department of Cardiology – Cardiology I, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany
| | - Jochem König
- Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Karl J. Lackner
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany
| | - Norbert Peiffer
- Department of Ophthalmology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Manfred E. Beutel
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
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50
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Gędek A, Szular Z, Antosik AZ, Mierzejewski P, Dominiak M. Celecoxib for Mood Disorders: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. J Clin Med 2023; 12:jcm12103497. [PMID: 37240605 DOI: 10.3390/jcm12103497] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/30/2023] [Accepted: 05/12/2023] [Indexed: 05/28/2023] Open
Abstract
The effects of celecoxib on a broad spectrum of mood disorders and on inflammatory parameters have not yet been comprehensively evaluated. The aim of this study was to systematically summarize the available knowledge on this topic. Data from both preclinical and clinical studies were analyzed, considering the efficacy and safety of celecoxib in the treatment of mood disorders, as well as the correlation of inflammatory parameters with the effect of celecoxib treatment. Forty-four studies were included. We found evidence supporting the antidepressant efficacy of celecoxib in a dose of 400 mg/day used for 6 weeks as an add-on treatment in major depression (SMD = -1.12 [95%Cl: -1.71,-0.52], p = 0.0002) and mania (SMD = -0.82 [95% CI:-1.62,-0.01], p = 0.05). The antidepressant efficacy of celecoxib in the above dosage used as sole treatment was also confirmed in depressed patients with somatic comorbidity (SMD = -1.35 [95% CI:-1.95,-0.75], p < 0.0001). We found no conclusive evidence for the effectiveness of celecoxib in bipolar depression. Celecoxib at a dose of 400 mg/d used for up to 12 weeks appeared to be a safe treatment in patients with mood disorders. Although an association between celecoxib response and inflammatory parameters has been found in preclinical studies, this has not been confirmed in clinical trials. Further studies are needed to evaluate the efficacy of celecoxib in bipolar depression, as well as long-term studies evaluating the safety and efficacy of celecoxib in recurrent mood disorders, studies involving treatment-resistant populations, and assessing the association of celecoxib treatment with inflammatory markers.
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Affiliation(s)
- Adam Gędek
- Department of Pharmacology, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957 Warsaw, Poland
- Praski Hospital, Aleja Solidarności 67, 03-401 Warsaw, Poland
| | - Zofia Szular
- Faculty of Medicine, Medical University of Warsaw, Żwirki i Wigury 61, 02-091 Warsaw, Poland
| | - Anna Z Antosik
- Department of Psychiatry, Faculty of Medicine, Collegium Medicum, Cardinal Wyszynski University in Warsaw, Woycickiego 1/3, 01-938 Warsaw, Poland
| | - Paweł Mierzejewski
- Department of Pharmacology, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957 Warsaw, Poland
| | - Monika Dominiak
- Department of Pharmacology, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957 Warsaw, Poland
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