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Zhang S, Li P, Wang S, Zhu J, Huang Z, Cai F, Freidel S, Ling F, Schwarz E, Chen J. BioM2: biologically informed multi-stage machine learning for phenotype prediction using omics data. Brief Bioinform 2024; 25:bbae384. [PMID: 39126426 PMCID: PMC11316398 DOI: 10.1093/bib/bbae384] [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: 03/06/2024] [Revised: 06/15/2024] [Accepted: 07/24/2024] [Indexed: 08/12/2024] Open
Abstract
Navigating the complex landscape of high-dimensional omics data with machine learning models presents a significant challenge. The integration of biological domain knowledge into these models has shown promise in creating more meaningful stratifications of predictor variables, leading to algorithms that are both more accurate and generalizable. However, the wider availability of machine learning tools capable of incorporating such biological knowledge remains limited. Addressing this gap, we introduce BioM2, a novel R package designed for biologically informed multistage machine learning. BioM2 uniquely leverages biological information to effectively stratify and aggregate high-dimensional biological data in the context of machine learning. Demonstrating its utility with genome-wide DNA methylation and transcriptome-wide gene expression data, BioM2 has shown to enhance predictive performance, surpassing traditional machine learning models that operate without the integration of biological knowledge. A key feature of BioM2 is its ability to rank predictor variables within biological categories, specifically Gene Ontology pathways. This functionality not only aids in the interpretability of the results but also enables a subsequent modular network analysis of these variables, shedding light on the intricate systems-level biology underpinning the predictive outcome. We have proposed a biologically informed multistage machine learning framework termed BioM2 for phenotype prediction based on omics data. BioM2 has been incorporated into the BioM2 CRAN package (https://cran.r-project.org/web/packages/BioM2/index.html).
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Affiliation(s)
- Shunjie Zhang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Pan Li
- Center for Intelligent Medicine, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, No. 6, 2nd Nanjiang Road, Nansha District, 511462 Guangzhou, China
| | - Shenghan Wang
- Center for Intelligent Medicine, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, No. 6, 2nd Nanjiang Road, Nansha District, 511462 Guangzhou, China
| | - Jijun Zhu
- Center for Intelligent Medicine, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, No. 6, 2nd Nanjiang Road, Nansha District, 511462 Guangzhou, China
| | - Zhongting Huang
- Center for Intelligent Medicine, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, No. 6, 2nd Nanjiang Road, Nansha District, 511462 Guangzhou, China
| | - Fuqiang Cai
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Sebastian Freidel
- Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, M7, Mannheim 68161, Germany
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, J5, Mannheim 68159, Germany
| | - Fei Ling
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Emanuel Schwarz
- Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, M7, Mannheim 68161, Germany
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, J5, Mannheim 68159, Germany
| | - Junfang Chen
- Center for Intelligent Medicine, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, No. 6, 2nd Nanjiang Road, Nansha District, 511462 Guangzhou, China
- Center for Evolutionary Biology, School of Life Sciences, Fudan University, Shanghai, China
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2
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Cai D, Xia M, Chen X, Yagi K, Xu L, Wang B, Wang Y, Zhou Y, Liu J. Heartache and Heartbreak: An Observational and Mendelian Randomization Study. Glob Heart 2024; 19:19. [PMID: 38371655 PMCID: PMC10870952 DOI: 10.5334/gh.1302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 01/23/2024] [Indexed: 02/20/2024] Open
Abstract
Background Depression has a significant effect on cardiovascular disease (CVD), but uncertainties persist regarding which modifiable risk factors mediate the causal effects. We aim to determine whether depression is causally linked to CVD and which modifiable risk factors play potential mediating roles. Methods We used a two-sample Mendelian randomization (MR) approach and NHANES 2007-2018 data to estimate the effects of depression on various CVD cases and investigated 28 potential mediators of the association between depression and CVD. Results The results of our MR analysis indicated that genetically determined depression was associated with increased risk of several CVD, including coronary heart disease (odds ratio (OR) = 1.14; 95% confidence interval (CI): 1.05,1.22), myocardial infarction (OR = 1.19; 95% CI, 1.09,1.31), atrial fibrillation (OR = 1.14; 95% CI, 1.06,1.22), and stroke (OR = 1.13; 95% CI, 1.05,1.22). However, there was no causal association between depression and heart failure. Four out of 28 cardiometabolic risk factors, including hyperlipidemia, hypertension, diabetes, and prescription opioid use, were identified as mediators of the association between depression and various CVDs. Observational association analyses from NHANES data yielded consistent results. Conclusion Our findings demonstrated that depression has a causal detrimental effect on various CVDs. Four causal mediators (hyperlipidemia, hypertension, diabetes, and prescription opioid use) were screened to explain the causal effect. Implementing targeted management strategies for these risk factors may be warranted to mitigate the public health burden of CVD among individuals with depression.
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Affiliation(s)
- Dihui Cai
- Department of Cardiology, Ningbo Medical Center of Lihuili Hospital, Ningbo, Zhejiang, China
| | - Mengming Xia
- Department of Pharmacy, Ningbo Medical Center of Lihuili Hospital, Ningbo, Zhejiang, China
| | - Xuhui Chen
- Department of Pharmacy, Ningbo Medical Center of Lihuili Hospital, Ningbo, Zhejiang, China
| | - Kunimasa Yagi
- School of Medicine, Kanazawa Medical University, Kanazawa, Ishikawa, Japan
| | - Liang Xu
- School of Laboratory Medicine and Life Sciences, Wenzhou Medial University, Wenzhou, Zhejiang, China
| | - Bingyu Wang
- Department of Cardiology, Ningbo Medical Center of Lihuili Hospital, Ningbo, Zhejiang, China
| | - Yanyi Wang
- Health Science Center, Ningbo University, Ningbo, Zhejiang, China
| | - Yujie Zhou
- Health Science Center, Ningbo University, Ningbo, Zhejiang, China
| | - Jianhui Liu
- Department of Cardiology, Ningbo Medical Center of Lihuili Hospital, Ningbo, Zhejiang, China
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Lorenzo EC, Kuchel GA, Kuo CL, Moffitt TE, Diniz BS. Major depression and the biological hallmarks of aging. Ageing Res Rev 2023; 83:101805. [PMID: 36410621 PMCID: PMC9772222 DOI: 10.1016/j.arr.2022.101805] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 11/10/2022] [Accepted: 11/17/2022] [Indexed: 11/23/2022]
Abstract
Major depressive disorder (MDD) is characterized by psychological and physiological manifestations contributing to the disease severity and outcome. In recent years, several lines of evidence have suggested that individuals with MDD have an elevated risk of age-related adverse outcomes across the lifespan. This review provided evidence of a significant overlap between the biological abnormalities in MDD and biological changes commonly observed during the aging process (i.e., hallmarks of biological aging). Based on such evidence, we formulate a mechanistic model showing how abnormalities in the hallmarks of biological aging can be a common denominator and mediate the elevated risk of age-related health outcomes commonly observed in MDD. Finally, we proposed a roadmap for novel studies to investigate the intersection between the biology of aging and MDD, including the use of geroscience-guided interventions, such as senolytics, to delay or improve major depression by targeting biological aging.
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Affiliation(s)
- Erica C Lorenzo
- UConn Center on Aging, University of Connecticut Health Center, Farmington, CT, USA
| | - George A Kuchel
- UConn Center on Aging, University of Connecticut Health Center, Farmington, CT, USA
| | - Chia-Ling Kuo
- Department of Public Health Sciences, University of Connecticut Health Center, Farmington, CT, USA
| | - Terrie E Moffitt
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA; Social, Genetic, and Developmental Psychiatry Research Centre, Institute of Psychiatry, Psychology, and Neuroscience, Kings College London, London, United Kingdom; PROMENTA Center, University of Oslo, Oslo, Norway
| | - Breno S Diniz
- UConn Center on Aging, University of Connecticut Health Center, Farmington, CT, USA.
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4
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Althubaity N, Schubert J, Martins D, Yousaf T, Nettis MA, Mondelli V, Pariante C, Harrison NA, Bullmore ET, Dima D, Turkheimer FE, Veronese M. Choroid plexus enlargement is associated with neuroinflammation and reduction of blood brain barrier permeability in depression. Neuroimage Clin 2021; 33:102926. [PMID: 34972034 PMCID: PMC8718974 DOI: 10.1016/j.nicl.2021.102926] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/08/2021] [Accepted: 12/21/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Recent studies have shown that choroid plexuses (CP) may be involved in the neuro-immune axes, playing a role in the interaction between the central and peripheral inflammation. Here we aimed to investigate CP volume alterations in depression and their associations with inflammation. METHODS 51 depressed participants (HDRS score > 13) and 25 age- and sex-matched healthy controls (HCs) from the Wellcome Trust NIMA consortium were re-analysed for the study. All the participants underwent full peripheral cytokine profiling and simultaneous [11C]PK11195 PET/structural MRI imaging for measuring neuroinflammation and CP volume respectively. RESULTS We found a significantly greater CP volume in depressed subjects compared to HCs (t(76) = +2.17) that was positively correlated with [11C]PK11195 PET binding in the anterior cingulate cortex (r = 0.28, p = 0.02), prefrontal cortex (r = 0.24, p = 0.04), and insular cortex (r = 0.24, p = 0.04), but not with the peripheral inflammatory markers: CRP levels (r = 0.07, p = 0.53), IL-6 (r = -0.08, p = 0.61), and TNF-α (r = -0.06, p = 0.70). The CP volume correlated with the [11C]PK11195 PET binding in CP (r = 0.34, p = 0.005). Integration of transcriptomic data from the Allen Human Brain Atlas with the brain map depicting the correlations between CP volume and PET imaging found significant gene enrichment for several pathways involved in neuroinflammatory response. CONCLUSION This result supports the hypothesis that changes in brain barriers may cause reduction in solute exchanges between blood and CSF, disturbing the brain homeostasis and ultimately contributing to inflammation in depression. Given that CP anomalies have been recently detected in other brain disorders, these results may not be specific to depression and might extend to other conditions with a peripheral inflammatory component.
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Affiliation(s)
- Noha Althubaity
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Department of Radiological Sciences, College of Applied Medical Science, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia.
| | - Julia Schubert
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Daniel Martins
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Tayyabah Yousaf
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Maria A Nettis
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Valeria Mondelli
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Carmine Pariante
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Neil A Harrison
- Cardiff University Brain Research Imaging Centre (CUBRIC), Cardiff University, Cardiff, UK; Department of Neuroscience, Brighton and Sussex Medical School, University of Sussex, UK
| | - Edward T Bullmore
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, UK; Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK; Immuno-Psychiatry, Immuno-Inflammation Therapeutic Area Unit, GlaxoSmithKline R&D, Stevenage, UK
| | - Danai Dima
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Department of Psychology, School of Arts and Social Sciences, City University of London, London, UK
| | - Federico E Turkheimer
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Mattia Veronese
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Department of Information Engineering, University of Padua, Padua, Italy
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5
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Endothelial Progenitor Cells: An Appraisal of Relevant Data from Bench to Bedside. Int J Mol Sci 2021; 22:ijms222312874. [PMID: 34884679 PMCID: PMC8657735 DOI: 10.3390/ijms222312874] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 11/15/2021] [Accepted: 11/24/2021] [Indexed: 11/16/2022] Open
Abstract
The mobilization of endothelial progenitor cells (EPCs) into circulation from bone marrow is well known to be present in several clinical settings, including acute coronary syndrome, heart failure, diabetes and peripheral vascular disease. The aim of this review was to explore the current literature focusing on the great opportunity that EPCs can have in terms of regenerative medicine.
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6
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Associations between increased circulating endothelial progenitor cell levels and anxiety/depressive severity, cognitive deficit and function disability among patients with major depressive disorder. Sci Rep 2021; 11:18221. [PMID: 34521977 PMCID: PMC8440504 DOI: 10.1038/s41598-021-97853-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Accepted: 05/31/2021] [Indexed: 12/11/2022] Open
Abstract
The association of major depressive disorder (MDD) with cardiovascular diseases (CVDs) through endothelial dysfunction is bidirectional. Circulating endothelial progenitor cells (cEPCs), essential for endothelial repair and function, are associated with risks of various CVDs. Here, the relationship of cEPC counts with MDD and the related clinical presentations were investigated in 50 patients with MDD and 46 healthy controls. In patients with MDD, a battery of clinical domains was analysed: depressed mood with Hamilton Depression Rating Scale (HAMD) and Montgomery–Åsberg Depression Rating Scale (MADRS), anxiety with Hamilton Anxiety Rating Scale (HAMA), cognitive dysfunction and deficit with Digit Symbol Substitution Test (DSST) and Perceived Deficits Questionnaire-Depression (PDQ-D), somatic symptoms with Depressive and Somatic Symptom Scale (DSSS), quality of life with 12-Item Short Form Health Survey (SF-12) and functional disability with Sheehan Disability Scale (SDS). Immature and mature cEPC counts were measured through flow cytometry. Increased mature and immature cEPC counts were significantly associated with higher anxiety after controlling the confounding effect of systolic blood pressure, and potentially associated with more severe depressive symptoms, worse cognitive performance and increased cognitive deficit, higher social disability, and worse mental health outcomes. Thus, cEPCs might have pleiotropic effects on MDD-associated symptoms and psychosocial outcomes.
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7
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Yang N, Sun S, Duan G, Lv K, Liang C, Zhang L, Yu J, Tang Y, Lu G. Advances of Endothelial Progenitor Cells in the Development of Depression. Front Cell Neurosci 2021; 15:608656. [PMID: 34421539 PMCID: PMC8375291 DOI: 10.3389/fncel.2021.608656] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 06/23/2021] [Indexed: 12/27/2022] Open
Abstract
Depression is a major psychological disease of human beings. With the severity of depression, it elevates the risk of cardiovascular disease (CVD), especially acute coronary syndrome (ACS), resulting in serious harm to human health. The number of endothelial progenitor cells (EPCs) is closely related to the development of depression. It has been reported that the number of peripheral blood EPCs in patients with depression was reduced. However, effects on the function of EPCs in depression are still unclear. This paper aims to analyze and summarize the research of EPCs in depression, and we envision that EPCs might act as a new target for evaluating the severity of depression and its complications.
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Affiliation(s)
- Nana Yang
- School of Bioscience and Technology, Weifang Medical University, Weifang, China.,Medical Laboratory Animal Center, Weifang Medical University, Weifang, China
| | - Shiyu Sun
- School of Bioscience and Technology, Weifang Medical University, Weifang, China
| | - Guangqing Duan
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Kaixuan Lv
- School of Bioscience and Technology, Weifang Medical University, Weifang, China
| | - Chen Liang
- School of Chemical Engineering, Qingdao University of Science & Technology, Qingdao, China
| | - Linlin Zhang
- School of Bioscience and Technology, Weifang Medical University, Weifang, China
| | - Jielun Yu
- School of Bioscience and Technology, Weifang Medical University, Weifang, China.,Medical Laboratory Animal Center, Weifang Medical University, Weifang, China
| | - Yaohui Tang
- Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Guohua Lu
- School of Psychology, Weifang Medical University, Weifang, China
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8
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Sorri A, Järventausta K, Kampman O, Lehtimäki K, Björkqvist M, Tuohimaa K, Hämäläinen M, Moilanen E, Leinonen E. Electroconvulsive therapy increases temporarily plasma vascular endothelial growth factor in patients with major depressive disorder. Brain Behav 2021; 11:e02001. [PMID: 34342142 PMCID: PMC8413728 DOI: 10.1002/brb3.2001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 11/05/2020] [Accepted: 12/02/2020] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES Vascular endothelial growth factor (VEGF) has been related to the etiology of major depressive disorder (MDD). The findings involving the effects of electroconvulsive therapy (ECT) on the VEGF levels have been conflicting. The aim was to examine the possible changes in the VEGF levels and their associations with clinical outcome in patients with MDD during ECT. METHODS The study comprised 30 patients suffering from MDD. Their plasma VEGF levels were measured at baseline and 2 and 4 hr after the first, fifth, and last ECT session. The severity of depression was quantified by the Montgomery-Asberg Depression Rating Scale (MADRS). RESULTS The VEGF levels increased between the 2-hr and 4-hr measurements during the first (p = .003) and the fifth (p = .017) sessions. The baseline VEGF levels between individual ECT sessions remained unchanged during the ECT series. No correlations were found between the increased VEGF levels and the clinical outcome. CONCLUSIONS Electroconvulsive therapy increased the VEGF levels repeatedly at the same time point in two different ECT sessions. These increases had no association with the response to ECT. Consequently, VEGF may act as a mediator in the mechanism of action of ECT.
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Affiliation(s)
- Annamari Sorri
- Department of PsychiatryTampere University HospitalTampereFinland
- Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Kaija Järventausta
- Department of PsychiatryTampere University HospitalTampereFinland
- Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Olli Kampman
- Department of PsychiatryTampere University HospitalTampereFinland
- Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
| | - Kai Lehtimäki
- Department of Neurosurgery, Neurology and RehabilitationTampere University HospitalTampereFinland
| | - Minna Björkqvist
- Department of PsychiatryTampere University HospitalTampereFinland
| | - Kati Tuohimaa
- Department of PsychiatryTampere University HospitalTampereFinland
| | - Mari Hämäläinen
- The Immunopharmacology Research GroupFaculty of Medicine and Health TechnologyTampere University and Tampere University HospitalTampereFinland
| | - Eeva Moilanen
- The Immunopharmacology Research GroupFaculty of Medicine and Health TechnologyTampere University and Tampere University HospitalTampereFinland
| | - Esa Leinonen
- Department of PsychiatryTampere University HospitalTampereFinland
- Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
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9
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Park YL, Park K, Cha JM. 3D-Bioprinting Strategies Based on In Situ Bone-Healing Mechanism for Vascularized Bone Tissue Engineering. MICROMACHINES 2021; 12:mi12030287. [PMID: 33800485 PMCID: PMC8000586 DOI: 10.3390/mi12030287] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/22/2021] [Accepted: 03/03/2021] [Indexed: 02/07/2023]
Abstract
Over the past decades, a number of bone tissue engineering (BTE) approaches have been developed to address substantial challenges in the management of critical size bone defects. Although the majority of BTE strategies developed in the laboratory have been limited due to lack of clinical relevance in translation, primary prerequisites for the construction of vascularized functional bone grafts have gained confidence owing to the accumulated knowledge of the osteogenic, osteoinductive, and osteoconductive properties of mesenchymal stem cells and bone-relevant biomaterials that reflect bone-healing mechanisms. In this review, we summarize the current knowledge of bone-healing mechanisms focusing on the details that should be embodied in the development of vascularized BTE, and discuss promising strategies based on 3D-bioprinting technologies that efficiently coalesce the abovementioned main features in bone-healing systems, which comprehensively interact during the bone regeneration processes.
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Affiliation(s)
- Ye Lin Park
- Department of Mechatronics Engineering, College of Engineering, Incheon National University, Incheon 22012, Korea;
- 3D Stem Cell Bioengineering Laboratory, Research Institute for Engineering and Technology, Incheon National University, Incheon 22012, Korea
| | - Kiwon Park
- Department of Mechatronics Engineering, College of Engineering, Incheon National University, Incheon 22012, Korea;
- Correspondence: (K.P.); (J.M.C.); Tel.: +82-32-835-8685 (K.P.); +82-32-835-8686 (J.M.C.)
| | - Jae Min Cha
- Department of Mechatronics Engineering, College of Engineering, Incheon National University, Incheon 22012, Korea;
- 3D Stem Cell Bioengineering Laboratory, Research Institute for Engineering and Technology, Incheon National University, Incheon 22012, Korea
- Correspondence: (K.P.); (J.M.C.); Tel.: +82-32-835-8685 (K.P.); +82-32-835-8686 (J.M.C.)
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10
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Pu J, Liu Y, Gui S, Tian L, Xu S, Song X, Zhong X, Chen Y, Chen X, Yu Y, Liu L, Zhang H, Wang H, Zhou C, Zhao L, Xie P. Vascular endothelial growth factor in major depressive disorder, schizophrenia, and bipolar disorder: A network meta-analysis. Psychiatry Res 2020; 292:113319. [PMID: 32717712 DOI: 10.1016/j.psychres.2020.113319] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Revised: 07/14/2020] [Accepted: 07/20/2020] [Indexed: 12/25/2022]
Abstract
The peripheral levels of vascular endothelial growth factor (VEGF) have been studied in major psychiatric diseases compared with healthy controls (HCs), but the results were inconsistent. Moreover, few studies have compared VEGF levels between these psychiatric diseases. The aim of the present study was to compare blood VEGF levels in major depressive disorder (MDD), schizophrenia (SCZ), bipolar disorder either in a manic episode, a depressive episode, or a euthymic state, and HC. We supposed that VEGF levels may be elevated in some of these diseases as a potential biomarker. In this study, forty-four studies with 6343 participants were included, and network meta-analysis was used to synthesize evidence from both direct and indirect comparisons. The main analysis showed that no significant differences were found between these groups. Subgroup analysis found that patients with MDD may have higher blood VEGF levels than patients with SCZ when the levels were measured through ELISA, and VEGF levels were increased in medication-treated MDD patients compared with HCs. Taken together, blood VEGF levels may be unaltered in these psychiatric disorders, while detection of VEGF in blood by ELISA may a feasible way to distinguish MDD and SCZ. Further replicated studies with larger samples are needed.
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Affiliation(s)
- Juncai Pu
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yiyun Liu
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Siwen Gui
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; College of Biomedical Engineering, Chongqing Medical University, Chongqing, China
| | - Lu Tian
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Shaohua Xu
- Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Xuemian Song
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; College of Biomedical Engineering, Chongqing Medical University, Chongqing, China
| | - Xiaogang Zhong
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yue Chen
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiang Chen
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yue Yu
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Lanxiang Liu
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hanping Zhang
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Haiyang Wang
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; College of Biomedical Engineering, Chongqing Medical University, Chongqing, China
| | - Chanjuan Zhou
- Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Libo Zhao
- Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Peng Xie
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China; College of Biomedical Engineering, Chongqing Medical University, Chongqing, China; Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China.
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Osimo EF, Pillinger T, Rodriguez IM, Khandaker GM, Pariante CM, Howes OD. Inflammatory markers in depression: A meta-analysis of mean differences and variability in 5,166 patients and 5,083 controls. Brain Behav Immun 2020; 87:901-909. [PMID: 32113908 PMCID: PMC7327519 DOI: 10.1016/j.bbi.2020.02.010] [Citation(s) in RCA: 445] [Impact Index Per Article: 89.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 01/30/2020] [Accepted: 02/20/2020] [Indexed: 12/27/2022] Open
Abstract
IMPORTANCE The magnitude and variability of cytokine alterations in depression are not clear. OBJECTIVE To perform an up to date meta-analysis of mean differences of immune markers in depression, and to quantify and test for evidence of heterogeneity in immune markers in depression by conducting a meta-analysis of variability to ascertain whether only a sub-group of patients with depression show evidence of inflammation. DATA SOURCES Studies that reported immune marker levels in peripheral blood in patients with depression and matched healthy controls in the MEDLINE database from inception to August 29th 2018 were examined. STUDY SELECTION Case-control studies that reported immune marker levels in peripheral blood in patients with depression and healthy controls were selected. DATA EXTRACTION AND SYNTHESIS Means and variances (SDs) were extracted for each measure to calculate effect sizes, which were combined using multivariate meta-analysis. MAIN OUTCOMES AND MEASURES Hedges g was used to quantify mean differences. Relative variability of immune marker measurements in patients compared with control groups as indexed by the coefficient of variation ratio (CVR). RESULTS A total of 107 studies that reported measurements from 5,166 patients with depression and 5,083 controls were included in the analyses. Levels of CRP (g = 0.71; 95%CI: 0.50-0.92; p < 0.0001); IL-3 (g = 0.60; 95%CI: 0.31-0.89; p < 0.0001); IL-6 (g = 0.61; 95%CI: 0.39-0.82; p < 0.0001); IL-12 (g = 1.18; 95%CI: 0.74-1.62; p < 0.0001); IL-18 (g = 1.97; 95%CI: 1.00-2.95; p < 0.0001); sIL-2R (g = 0.71; 95%CI: 0.44-0.98; p < 0.0001); and TNFα (g = 0.54; 95%CI: 0.32-0.76; p < 0.0001) were significantly higher in patients with depression. These findings were robust to a range of potential confounds and moderators. Mean-scaled variability, measured as CVR, was significantly lower in patients with depression for CRP (CVR = 0.85; 95%CI: 0.75-0.98; p = 0.02); IL-12 (CVR = 0.61; 95%CI: 0.46-0.80; p < 0.01); and sIL-2R (CVR = 0.85; 95%CI: 0.73-0.99; p = 0.04), while it was unchanged for IL-3, IL-6, IL-18, and TNF α. CONCLUSIONS AND RELEVANCE Depression is confirmed as a pro-inflammatory state. Some of the inflammatory markers elevated in depression, including CRP and IL-12, show reduced variability in patients with depression, therefore supporting greater homogeneity in terms of an inflammatory phenotype in depression. Some inflammatory marker elevations in depression do not appear due to an inflamed sub-group, but rather to a right shift of the immune marker distribution.
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Affiliation(s)
- Emanuele F. Osimo
- MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK,Department of Psychiatry, University of Cambridge, Cambridge, UK,Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK
| | - Toby Pillinger
- MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK,Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | | | - Golam M. Khandaker
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK
| | - Carmine M. Pariante
- Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK,National Institute for Health Research, Mental Health Biomedical Research Centre, South London and Maudsley NHS Foundation Trust and King's College London, London, UK,The Maurice Wohl Clinical Neuroscience Institute, Cutcombe Road, London SE5 9RT, UK
| | - Oliver D. Howes
- MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK,Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK,Corresponding author at: MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK.
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12
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Rigal A, Colle R, Asmar KE, Trabado S, Loeb E, Martin S, Choucha W, Gressier F, Costemale-Lacoste JF, de Larminat D, Deflesselle E, Fève B, Chanson P, Becquemont L, Verstuyft C, Corruble E. Lower plasma vascular endothelial growth factor A in major depressive disorder not normalized after antidepressant treatment: A case control study. Aust N Z J Psychiatry 2020; 54:402-408. [PMID: 31823655 DOI: 10.1177/0004867419893433] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Vascular endothelial growth factor A is a growth factor with pro-angiogenic and neurotrophic properties. Anti-vascular endothelial growth factor A treatments, used to treat cancers and opthalmic diseases, are known to induce depressive symptoms. Thus, we hypothesized that vascular endothelial growth factor A plasma levels are low in patients experiencing a major depressive episode in the context of major depressive disorder, which consequently increase after antidepressant treatment. The aim of this study was to compare plasma vascular endothelial growth factor A levels in patients with major depressive episode-major depressive disorder before and after antidepressant treatment. METHODS Vascular endothelial growth factor A fasting plasma levels of 469 major depressive episode-major depressive disorder patients were compared with healthy controls. Depressed patients were assessed for remission after 3 and 6 months of antidepressant treatment. Bivariate and multivariate analyses adjusted for sex, age, body mass index and tobacco use were performed. RESULTS As compared to healthy controls, major depressive episode patients had lower vascular endothelial growth factor A, 66.0 (38.3) pg/mL (standard deviation) vs 83.2 (49.2) pg/mL, p < 0.0001. Plasma vascular endothelial growth factor A levels did not change after antidepressant treatment, even in remitters, and remained lower than those of healthy controls, 64.9 (39.3) pg/mL vs 83.2 (49.2) pg/mL, p < 0.0001. CONCLUSION Depressed patients with major depressive disorder have lower plasma vascular endothelial growth factor A levels than healthy controls during their major depressive episode and after remission following antidepressant treatment. New strategies targeting enhancement of plasma vascular endothelial growth factor A could be promising for the prevention and treatment of major depressive disorder.
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Affiliation(s)
- Adrien Rigal
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Romain Colle
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Khalil El Asmar
- INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Department of Epidemiology and Population Health, American University of Beirut, Beirut, Liban
| | - Séverine Trabado
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,Service de Génétique moléculaire, Pharmacogénétique et Hormonologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France.,Institut National de la Santé et de la Recherche Médicale UMR-S1185, Le Kremlin-Bicêtre, France
| | - Emanuel Loeb
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Séverine Martin
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Walid Choucha
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Florence Gressier
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Jean-Francois Costemale-Lacoste
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France
| | - Delphine de Larminat
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Eric Deflesselle
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France
| | - Bruno Fève
- Sorbonne Université-Inserm, Centre de Recherche Saint-Antoine, UMR_S938, Institut Hospitalo-Universitaire ICAN, Paris, France.,Service d'Endocrinologie, Centre de Référence des Maladies Rares PRISIS, Hôpital Saint-Antoine, Assistance Publique Hôpitaux de Paris, Paris, France
| | - Philippe Chanson
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,Institut National de la Santé et de la Recherche Médicale UMR-S1185, Le Kremlin-Bicêtre, France.,Assistance Publique-Hôpitaux de Paris, Hôpital de Bicêtre, Service d'Endocrinologie et des Maladies de la Reproduction, Centre de Référence des Maladies Rares de l'Hypophyse, Le Kremlin-Bicêtre, France
| | - Laurent Becquemont
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service de Génétique moléculaire, Pharmacogénétique et Hormonologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Céline Verstuyft
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service de Génétique moléculaire, Pharmacogénétique et Hormonologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
| | - Emmanuelle Corruble
- Faculté de Médecine Paris-Sud, Université Paris-Sud, Le Kremlin-Bicêtre, France.,INSERM UMR-1178, CESP, Le Kremlin-Bicêtre, France.,Service Hospitalo-Universitaire de Psychiatrie et Addictologie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Hôpital de Bicêtre, Le Kremlin-Bicêtre, France
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13
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Pentoxifylline ameliorates chronic stress/high-fat diet-induced vascular wall disease: the role of circulating endothelial progenitor cells. Naunyn Schmiedebergs Arch Pharmacol 2019; 392:669-683. [DOI: 10.1007/s00210-019-01627-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 01/31/2019] [Indexed: 11/25/2022]
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14
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Ryan KM, McLoughlin DM. Vascular endothelial growth factor plasma levels in depression and following electroconvulsive therapy. Eur Arch Psychiatry Clin Neurosci 2018; 268:839-848. [PMID: 29968119 DOI: 10.1007/s00406-018-0919-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Accepted: 06/25/2018] [Indexed: 02/07/2023]
Abstract
Both animal and human studies have implicated the neurotrophic and angiogenic mediator vascular endothelial growth factor (VEGF) in depression, with meta-analyses, indicating that protein levels are raised in patients with depression. In line with this, we have previously shown that VEGFA mRNA levels are higher in whole blood from patients with depression compared to controls, in particular in patients with psychotic unipolar depression, and that treatment with electroconvulsive therapy (ECT) alters VEGFA mRNA levels. The aim of the present study was, therefore, to extend this previous work by assessing plasma VEGF protein levels in patients with depression compared to healthy controls, and in patients following treatment with ECT. We found that there was no difference between controls and patients with depression with regard to plasma VEGF (p = 0.59), and that VEGF levels were unaltered by ECT (p = 0.09) after correction for potential covariates. We found no correlation between VEGF protein and mRNA levels. Within the subgroup of patients receiving treatment with bitemporal ECT (n = 34), we identified a moderate negative correlation (ρ = - 0.54, p = 0.001) between the change in VEGF and the change in depression severity following treatment; however, no other association between VEGF and mood, responder/remitter status, polarity of depression, or presence of psychosis were found. Overall, our results indicate that the measurement of VEGF protein is not a useful marker for depression or response to treatment, and suggest that the measurement of VEGFA mRNA may prove more useful.
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Affiliation(s)
- Karen M Ryan
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland.,Department of Psychiatry, St. Patrick's University Hospital, Trinity College Dublin, Dublin 8, Ireland
| | - Declan M McLoughlin
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland. .,Department of Psychiatry, St. Patrick's University Hospital, Trinity College Dublin, Dublin 8, Ireland.
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15
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Insights into Endothelial Progenitor Cells: Origin, Classification, Potentials, and Prospects. Stem Cells Int 2018; 2018:9847015. [PMID: 30581475 PMCID: PMC6276490 DOI: 10.1155/2018/9847015] [Citation(s) in RCA: 130] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Revised: 08/27/2018] [Accepted: 09/18/2018] [Indexed: 02/07/2023] Open
Abstract
With the discovery of endothelial progenitor cells (EPCs) in the late 1990s, a paradigm shift in the concept of neoangiogenesis occurred. The identification of circulating EPCs in peripheral blood marked the beginning of a new era with enormous potential in the rapidly transforming regenerative field. Overwhelmed with the revelation, researchers across the globe focused on isolating, defining, and interpreting the role of EPCs in various physiological and pathological conditions. Consequently, controversies emerged regarding the isolation techniques and classification of EPCs. Nevertheless, the potential of using EPCs in tissue engineering as an angiogenic source has been extensively explored. Concomitantly, the impact of EPCs on various diseases, such as diabetes, cancer, and cardiovascular diseases, has been studied. Within the limitations of the current knowledge, this review attempts to delineate the concept of EPCs in a sequential manner from the speculative history to a definitive presence (origin, sources of EPCs, isolation, and identification) and significance of these EPCs. Additionally, this review is aimed at serving as a guide for investigators, identifying potential research gaps, and summarizing our current and future prospects regarding EPCs.
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16
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Sorri A, Järventausta K, Kampman O, Lehtimäki K, Björkqvist M, Tuohimaa K, Hämäläinen M, Moilanen E, Leinonen E. Low tumor necrosis factor-α levels predict symptom reduction during electroconvulsive therapy in major depressive disorder. Brain Behav 2018; 8:e00933. [PMID: 29670819 PMCID: PMC5893337 DOI: 10.1002/brb3.933] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 12/20/2017] [Accepted: 12/21/2017] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE Changes in the tumor necrosis factor-α (TNFα) have been associated with major depressive disorder (MDD). Findings concerning the effects of electroconvulsive therapy (ECT) on the TNFα level have been contradictory. The aim was to examine the immediate and long-term changes in the TNFα level and their associations with symptom reduction in patients with MDD during ECT. METHOD The study included 30 patients with MDD. Their TNFα levels were measured at baseline and 2 and 4 hr after the first, fifth and last ECT session. Depressive symptoms were assessed with the Montgomery-Asberg Depression Rating Scale (MADRS). RESULTS The TNFα level decreased from baseline to the 2- and 4-hr measurements. There was a correlation between the first ECT session TNFα levels and the relative symptom reduction according to the MADRS score after the ECT series. Both the first (baseline) ECT and 4-hr TNFα levels were lower in responders than in nonresponders. CONCLUSION ECT consistently induced a decrease in the TNFα level after each studied session. A low TNFα level at the first ECT appeared to predict a symptom reduction. These findings suggest that TNFα might have a role in the pathogenesis in MDD and in the mechanism of action of ECT.
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Affiliation(s)
- Annamari Sorri
- Department of PsychiatryTampere University HospitalTampereFinland.,Department of PsychiatrySchool of MedicineUniversity of TampereTampereFinland
| | - Kaija Järventausta
- Department of PsychiatryTampere University HospitalTampereFinland.,Department of PsychiatrySchool of MedicineUniversity of TampereTampereFinland
| | - Olli Kampman
- Department of PsychiatrySchool of MedicineUniversity of TampereTampereFinland.,Department of PsychiatrySeinäjoki Hospital DistrictSeinäjokiFinland
| | - Kai Lehtimäki
- Department of Neurosurgery, Neurology and RehabilitationTampere University HospitalTampereFinland
| | - Minna Björkqvist
- Department of PsychiatryTampere University HospitalTampereFinland
| | - Kati Tuohimaa
- Department of PsychiatryTampere University HospitalTampereFinland
| | - Mari Hämäläinen
- The Immunopharmacology Research GroupFaculty of Medicine and Life SciencesUniversity of Tampere and Tampere University HospitalTampereFinland
| | - Eeva Moilanen
- The Immunopharmacology Research GroupFaculty of Medicine and Life SciencesUniversity of Tampere and Tampere University HospitalTampereFinland
| | - Esa Leinonen
- Department of PsychiatryTampere University HospitalTampereFinland.,Department of PsychiatrySchool of MedicineUniversity of TampereTampereFinland
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17
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Grochowska M, Wojnar M, Radkowski M. The gut microbiota in neuropsychiatric disorders. Acta Neurobiol Exp (Wars) 2018. [DOI: 10.21307/ane-2018-008] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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18
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Colpo GD, Stertz L, Diniz BS, Teixeira AL. Potential Use of Stem Cells in Mood Disorders. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1089:87-96. [DOI: 10.1007/5584_2018_250] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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19
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Clark-Raymond A, Meresh E, Hoppensteadt D, Fareed J, Sinacore J, Garlenski B, Halaris A. Vascular endothelial growth factor: Potential predictor of treatment response in major depression. World J Biol Psychiatry 2017; 18:575-585. [PMID: 26726958 DOI: 10.3109/15622975.2015.1117655] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVES The aim of the study was to evaluate baseline plasma VEGF levels as a potential predictor of response to antidepressant pharmacotherapy. The study also sought to determine whether baseline plasma VEGF would be useful in predicting treatment outcome when two pharmacodynamically diverse agents with established antidepressant efficacy, escitalopram and quetiapine, were administered monotherapeutically to MDD patients. METHODS Two groups of qualifying MDD subjects were enrolled. One group was treated with escitalopram and the other with quetiapine. Plasma concentrations of VEGF were measured using Randox Technologies at baseline, and at weeks 8 and 12 of treatment. RESULTS We stratified the MDD patients into those who remitted and those who failed to respond. Mean baseline VEGF for the remitters and non-responders was 9.61 and 5.40 pg/ml, respectively (P < 0.0005). Using optimal data analysis a cut score of 7.49 pg/ml for baseline plasma VEGF distinguished remitters from non-responders with a 63% overall accuracy. The remission rate was comparable for both drugs (73 and 81% for quetiapine and escitalopram, respectively). VEGF levels did not significantly change following antidepressant treatment with either escitalopram or quetiapine when measured at 8 and 12 weeks; this result held true for both remitters and non-responders. CONCLUSIONS Our results suggest that VEGF may predict response to antidepressant treatment and may ultimately prove to be a potential biomarker that can be measured with a routine blood draw at the point of service.
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Affiliation(s)
- Anne Clark-Raymond
- a Department of Psychiatry and Behavioral Neuroscience , Loyola University Stritch School of Medicine , Chicago , IL , USA
| | - Edwin Meresh
- a Department of Psychiatry and Behavioral Neuroscience , Loyola University Stritch School of Medicine , Chicago , IL , USA
| | - Debra Hoppensteadt
- b Department of Pathology , Loyola University Stritch School of Medicine , Chicago , IL , USA
| | - Jawed Fareed
- b Department of Pathology , Loyola University Stritch School of Medicine , Chicago , IL , USA
| | - James Sinacore
- c Department of Public Health Sciences , Loyola University Stritch School of Medicine , Chicago , IL , USA
| | - Brittany Garlenski
- a Department of Psychiatry and Behavioral Neuroscience , Loyola University Stritch School of Medicine , Chicago , IL , USA
| | - Angelos Halaris
- a Department of Psychiatry and Behavioral Neuroscience , Loyola University Stritch School of Medicine , Chicago , IL , USA
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20
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Blum A, Pastukh N, Zaroura I, Rotem J, Kamal F. Impaired ability to grow colonies of endothelial stem cells could be the mechanism explaining the high cardiovascular morbidity and mortality of patients with depression. QJM 2017; 110:501-506. [PMID: 28340040 DOI: 10.1093/qjmed/hcx059] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Subjects with depression are more prone to develop cardiovascular complications. Severity of depression is associated with higher rates of cardiovascular mortality and morbidity. Several mechanisms were suggested including accelerated atherosclerosis, alteration of the cardiac autonomic response with a decrease in heart rate variability. There is evidence that circulating endothelial progenitor cells (EPCs) are decreased in patients with major depression. Our hypothesis was that patients with depression would have an impaired ability to build colonies of EPCs. METHODS A prospective study enrolled twenty women with a diagnosis of major. All were not treated before for depression. Thirteen healthy age-matched women served as controls. All signed a consent form before recruitment to the study. Peripheral blood was drawn to build colonies of EPCs within 5 days. ELISA methods were used to measure levels of vascular cell adhesion molecule-1 (VCAM-1) and vascular endothelial growth factor (VEGF). RESULTS Twenty female patients with depression were recruited. The mean age was 43 ± 14 years (vs. controls 41 ± 11 years, P = 0.682), patients' average CFU-EPCs was 7 ± 8 colonies per well (controls 31 ± 11, P = 0.0001), VCAM-1 level was 121.7 ± 3.0 ng/ml (controls 119.3 ± 3.1 pg/ml, P = 0.037), VEGF level was 6.4 ± 0.2 pg/ml (controls 5.2 ± 0.5 pg/ml, P = 0.0001). An inverse correlation was found between VEGF level and EPCs' colonies (r = -0.547, P < 0.001) and between age and CFU-EPCs (r = -0.576, P = 0.008). CONCLUSIONS We found that patients with major depression had high levels of VCAM-1 and VEGF. They also had a significant inhibition of EPCs' colonies. An inverse correlation was found between levels of VEGF and the ability to grow colonies of EPCs in culture.
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Affiliation(s)
- A Blum
- Department of Medicine, Vascular Biology/Stem Cells Research Unit, Baruch Padeh Poria Medical Center
| | - N Pastukh
- Department of Medicine, Vascular Biology/Stem Cells Research Unit, Baruch Padeh Poria Medical Center
| | - I Zaroura
- Department of Medicine, Vascular Biology/Stem Cells Research Unit, Baruch Padeh Poria Medical Center
| | - J Rotem
- Department of Medicine, Vascular Biology/Stem Cells Research Unit, Baruch Padeh Poria Medical Center
| | - F Kamal
- Department of Psychiatry, EMMS Nazareth Hospital, Faculty of Medicine in the Galilee, Bar Ilan University, Tiberias, Israel
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21
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Nowacka-Chmielewska MM, Paul-Samojedny M, Bielecka-Wajdman AM, Barski JJ, Obuchowicz E. Alterations in VEGF expression induced by antidepressant drugs in female rats under chronic social stress. Exp Ther Med 2017; 13:723-730. [PMID: 28352358 DOI: 10.3892/etm.2017.4022] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Accepted: 07/17/2016] [Indexed: 12/16/2022] Open
Abstract
Vascular endothelial growth factor (VEGF) is thought to serve a role in neurogenesis and the stress response. Although a definite link between the action of antidepressants and VEGF has not been identified, it is assumed that VEGF, as a neurotrophic factor, serves an important role in the effects of antidepressant treatment. To examine this, the present study subjected adult female rats to four weeks of social instability stress and measured the effect of antidepressant treatment on the expression of VEGF. Firstly, endocrine markers of stress and body weight were measured in parallel with behavioral tests prior to and following subjection to stress. Then, the effect of 28-day daily treatment with desipramine (DMI; 10 mg/kg), fluoxetine (5 mg/kg) or tianeptine (10 mg/kg) on the number of copies of VEGF mRNA in the amygdala, hippocampus and hypothalamus, and on serum VEGF protein levels, of rats subjected to chronic stress was determined. In addition, the weight of the adrenal glands was measured following subjection to stress. Exposure to chronic stress was found to increase the rats' sucrose preference, and diminish their tendency for general exploration and time spent in the open. The relative adrenal weights of the stressed rats were significantly increased compared with the control. Plasma concentrations of corticosterone and adrenocorticotropic hormone were not significantly augmented. In addition, the present study identified that stress elevated VEGF mRNA expression in all studied neural structures. Furthermore, the results identified that the stress-induced increase in VEGF mRNA expression in the amygdala and hypothalamus was attenuated by long-term administration of DMI. Conversely, a decrease in serum VEGF concentration was observed in stressed rats, which was not reversed by treatment with antidepressants. In conclusion, the current study suggests that under conditions of stress, VEGF serves a role in the mechanism of action of DMI, through modulating activity of the norepinephrine system.
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Affiliation(s)
- Marta Maria Nowacka-Chmielewska
- Laboratory of Molecular Biology, Faculty of Physiotherapy, The Jerzy Kukuczka Academy of Physical Education, 40-065 Katowice, Poland; Center For Experimental Medicine, School of Medicine in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
| | - Monika Paul-Samojedny
- Department of Medical Genetics, School of Pharmacy with The Division of Laboratory Medicine, Medical University of Silesia, 41-200 Sosnowiec, Poland
| | - Anna Maria Bielecka-Wajdman
- Department of Pharmacology, School of Medicine in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
| | - Jarosław Jerzy Barski
- Center For Experimental Medicine, School of Medicine in Katowice, Medical University of Silesia, 40-752 Katowice, Poland; Department of Physiology, School of Medicine in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
| | - Ewa Obuchowicz
- Department of Pharmacology, School of Medicine in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
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22
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Aschbacher K, Milush JM, Gilbert A, Almeida C, Sinclair E, Epling L, Grenon SM, Marco EJ, Puterman E, Epel E. Chronic stress is associated with reduced circulating hematopoietic progenitor cell number: A maternal caregiving model. Brain Behav Immun 2017; 59:245-252. [PMID: 27622676 PMCID: PMC5154768 DOI: 10.1016/j.bbi.2016.09.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 08/08/2016] [Accepted: 09/09/2016] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Chronic psychological stress is a risk factor for cardiovascular disease and mortality. Circulating hematopoietic progenitor cells (CPCs) maintain vascular homeostasis, correlate with preclinical atherosclerosis, and prospectively predict cardiovascular events. We hypothesize that (1) chronic caregiving stress is related to reduced CPC number, and (2) this may be explained in part by negative interactions within the family. METHODS We investigated levels of stress and CPCs in 68 healthy mothers - 31 of these had children with an autism spectrum disorder (M-ASD) and 37 had neurotypical children (M-NT). Participants provided fasting blood samples, and CD45+CD34+KDR+ and CD45+CD133+KDR+ CPCs were assayed by flow cytometry. We averaged the blom-transformed scores of both CPCs to create one index. Participants completed the perceived stress scale (PSS), the inventory for depressive symptoms (IDS), and reported on daily interactions with their children and partners, averaged over 7 nights. RESULTS M-ASD exhibited lower CPCs than M-NT (Cohen's d=0.83; p⩽0.01), controlling for age, BMI, and physical activity. Across the whole sample, positive interactions were related to higher CPCs, and negative interactions to lower CPCs (allp's<0.05). The adverse effects of group on CPCs were significantly mediated through negative interactions with the child (indirect β=-0.24, p⩽0.01). In the full model, greater age (β=-0.19, p=0.04), BMI (β=-0.18, p=0.04), and negative interactions with the child (β=-0.33, p<0.01) were independently associated with lower CPCs. M-ASD had a less healthy lipid profile (total cholesterol/HDL), which in turn, was associated with lower CPCs. CONCLUSIONS Chronic stress adversely impacts CPC number, an early-stage biomarker that predicts subclinical atherosclerosis and future CVD events, independent of traditional cardiovascular risk factors and inflammatory factors. Among maternal caregivers, child-related interpersonal stress appears to be a key psychological predictor of stress-related CVD risk.
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Affiliation(s)
- Kirstin Aschbacher
- Department of Psychiatry, University of California San Francisco, San Francisco, CA, United States; The Institute for Integrative Health, Baltimore, MD, United States.
| | - Jeffrey M. Milush
- Core Immunology Laboratory, Division of Experimental Medicine, University of California San Francisco, San Francisco, CA
| | - Amanda Gilbert
- Department of Psychiatry, University of California San Francisco, San Francisco, CA
| | - Carlos Almeida
- Department of Psychiatry, University of California San Francisco, San Francisco, CA
| | - Elizabeth Sinclair
- Core Immunology Laboratory, Division of Experimental Medicine, University of California San Francisco, San Francisco, CA
| | - Lorrie Epling
- Core Immunology Laboratory, Division of Experimental Medicine, University of California San Francisco, San Francisco, CA
| | - S. Marlene Grenon
- Department of Surgery, University of California San Francisco, San Francisco, California; CA, Department of Surgery, Veterans Affairs Medical Center, San Francisco, CA,Viperx Lab, San Francisco
| | - Elysa J. Marco
- Department of Neurology, University of California San Francisco, San Francisco, CA
| | - Eli Puterman
- School of Kinesiology, University of British Columbia, Canada
| | - Elissa Epel
- Department of Psychiatry, University of California San Francisco, San Francisco, CA
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23
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Guo Y, Ledesma RA, Peng R, Liu Q, Xu D. The Beneficial Effects of Cardiac Rehabilitation on the Function and Levels of Endothelial Progenitor Cells. Heart Lung Circ 2016; 26:10-17. [PMID: 27614559 DOI: 10.1016/j.hlc.2016.06.1210] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2015] [Revised: 04/08/2016] [Accepted: 06/06/2016] [Indexed: 12/19/2022]
Abstract
Cardiac rehabilitation (CR) is a comprehensive program, which mainly focusses on exercise training, disease evaluation, cardiovascular risk factors control, medication therapy, psychosocial intervention, and patient education. Although the beneficial properties of CR have been widely evidenced, its mechanism is still not completely clarified. To date, endothelial progenitor cells (EPCs) have been explored by emerging studies, and evidence has suggested that CR, especially exercise training, significantly increases the function and levels of EPCs, which is likely to elucidate the profiting mechanism of CR. Thus, this review summarises the potential relationship between CR and EPCs with an aim of providing novel directions for future CR research.
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Affiliation(s)
- Yuan Guo
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Robert Andre Ledesma
- Department of Medicine, College of Physicians and Surgeons, Columbia University, New York, USA
| | - Ran Peng
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Qiong Liu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Danyan Xu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China.
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Sharma AN, da Costa e Silva BFB, Soares JC, Carvalho AF, Quevedo J. Role of trophic factors GDNF, IGF-1 and VEGF in major depressive disorder: A comprehensive review of human studies. J Affect Disord 2016; 197:9-20. [PMID: 26956384 PMCID: PMC4837031 DOI: 10.1016/j.jad.2016.02.067] [Citation(s) in RCA: 98] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2015] [Revised: 02/25/2016] [Accepted: 02/28/2016] [Indexed: 12/25/2022]
Abstract
RATIONALE The neurotrophin hypothesis of major depressive disorder (MDD) postulates that this illness results from aberrant neurogenesis in brain regions that regulates emotion and memory. Notwithstanding this theory has primarily implicated BDNF in the neurobiology of MDD. Recent evidence suggests that other trophic factors namely GDNF, VEGF and IGF-1 may also be involved. PURPOSE The present review aimed to critically summarize evidence regarding changes in GDNF, IGF-1 and VEGF in individuals with MDD compared to healthy controls. In addition, we also evaluated the role of these mediators as potential treatment response biomarkers for MDD. METHODS A comprehensive review of original studies studies measuring peripheral, central or mRNA levels of GDNF, IGF-1 or VEGF in patients with MDD was conducted. The PubMed/MEDLINE database was searched for peer-reviewed studies published in English through June 2nd, 2015. RESULTS Most studies reported a reduction in peripheral GDNF and its mRNA levels in MDD patients versus controls. In contrast, IGF-1 levels in MDD patients compared to controls were discrepant across studies. Finally, most studies reported high peripheral VEGF levels and mRNA expression in MDD patients compared to healthy controls. CONCLUSIONS GDNF, IGF-1 and VEGF levels and their mRNA expression appear to be differentially altered in MDD patients compared to healthy individuals, indicating that these molecules might play an important role in the pathophysiology of depression and antidepressant action of therapeutic interventions.
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Affiliation(s)
- Ajaykumar N. Sharma
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, (UTHealth), Houston, TX 77054, USA,Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral, Sciences, McGovern Medical School, The University of Texas Health Science Center at, Houston (UTHealth), Houston, TX 77054, USA
| | - Bruno Fernando Borges da Costa e Silva
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, (UTHealth), Houston, TX 77054, USA
| | - Jair C. Soares
- Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral, Sciences, McGovern Medical School, The University of Texas Health Science Center at, Houston (UTHealth), Houston, TX 77054, USA
| | - André F. Carvalho
- Department of Clinical Medicine and Translational Psychiatry Research Group, Faculty, of Medicine, Federal University of Ceará, Fortaleza, CE, Brazil
| | - Joao Quevedo
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX 77054, USA; Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX 77054, USA; Neuroscience Graduate Program, The University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX, USA; Laboratory of Neurosciences, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil.
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25
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Bogoslovsky T, Maric D, Gong Y, Qu B, Yang K, Spatz M, Hallenbeck J, Diaz-Arrastia R. Preservation and enumeration of endothelial progenitor and endothelial cells from peripheral blood for clinical trials. Biomark Med 2016; 9:625-37. [PMID: 26174838 DOI: 10.2217/bmm.15.34] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
AIMS Endothelial progenitor cells (EPCs) are markers of vascular repair. Increased numbers of circulating endothelial cells (ECs) are associated with endothelial damage. MATERIALS & METHODS We enumerated EPC-EC by using Enrichment kit with addition of anti-human CD146-PE/Cy7 from peripheral blood mononuclear cell (PBMC) isolated either by red blood cell (RBC) lysing solution or by Ficoll centrifugation, and from fresh and preserved samples. PBMCs were quantified by flow cytometry. RESULTS RBC lysis yielded higher percentage of PBMC (p = 0.0242) and higher numbers of PBMC/ml (p = 0.0039) than Ficoll. Absolute numbers of CD34(+)CD133(+)VEGFR2(+) and CD146(+)CD34(+)VEGFR2(+) were higher (p = 0.0117 for both), when isolated by RBC lysis than by Ficoll, when no difference in other subsets was found. Cryopreservation at -160°C and -80°C and short-term preservation at room temperature decreased EPC-EC. CONCLUSIONS Our data support use of fresh samples and isolation of PBMC from human blood by RBC lysis for enumeration of EPC and EC.
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Affiliation(s)
- Tanya Bogoslovsky
- Center for Neuroscience & Regenerative Medicine, Uniformed Services University of Health Sciences, 12725 Twinbrook Pkwy, Rockville, MD 20852, USA.,National Institute of Neurological Disorders and Stroke, Stroke Branch, 10 Center Drive, Bethesda, MD 20814, USA
| | - Dragan Maric
- National Institute of Neurological Disorders and Stroke, Flow Cytometry Core Facility, 49 Convent Drive, Bethesda, MD 20814, USA
| | - Yunhua Gong
- Center for Neuroscience & Regenerative Medicine, Uniformed Services University of Health Sciences, 12725 Twinbrook Pkwy, Rockville, MD 20852, USA
| | - Baoxi Qu
- Center for Neuroscience & Regenerative Medicine, Uniformed Services University of Health Sciences, 12725 Twinbrook Pkwy, Rockville, MD 20852, USA
| | - Kelly Yang
- National Institute of Neurological Disorders and Stroke, 10 Center Drive, Bethesda, MD 20814, USA
| | - Maria Spatz
- National Institute of Neurological Disorders and Stroke, Stroke Branch, 10 Center Drive, Bethesda, MD 20814, USA
| | - John Hallenbeck
- National Institute of Neurological Disorders and Stroke, Stroke Branch, 10 Center Drive, Bethesda, MD 20814, USA
| | - Ramon Diaz-Arrastia
- Center for Neuroscience & Regenerative Medicine, Uniformed Services University of Health Sciences, 12725 Twinbrook Pkwy, Rockville, MD 20852, USA
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26
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Yamada MK. Angiogenesis in refractory depression: A possible phenotypic target to avoid the blood brain barrier. Drug Discov Ther 2016; 10:74-8. [DOI: 10.5582/ddt.2016.01003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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27
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Carvalho AF, Köhler CA, McIntyre RS, Knöchel C, Brunoni AR, Thase ME, Quevedo J, Fernandes BS, Berk M. Peripheral vascular endothelial growth factor as a novel depression biomarker: A meta-analysis. Psychoneuroendocrinology 2015. [PMID: 26210676 DOI: 10.1016/j.psyneuen.2015.07.002] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND The neurotrophic hypothesis of major depressive disorder (MDD) postulates that the pathology of this illness incorporates a down-regulation of neurotrophin signaling. Brain-derived neurotrophic factor (BDNF) is the most studied neurotrophic mediator regarding the neurobiology of MDD. Nevertheless, emerging evidence has implicated the multi-competent angiogenic and neurogenic molecule - vascular endothelial growth factor (VEGF) - in hippocampal neurogenesis and depression pathophysiology. OBJECTIVE To compare peripheral levels of VEGF between individuals with MDD and healthy controls. METHODS We performed a systematic review and meta-analysis of original studies measuring peripheral levels of VEGF in participants with MDD compared to healthy controls. We searched the Pubmed/MEDLINE, EMBASE and PsycInfo databases for studies published in any language through December 16th, 2014. RESULTS Fourteen studies met eligibility criteria (N=1633). VEGF levels were significantly elevated in individuals with MDD when compared to healthy controls (Hedges's g=0.343; 95% CI: 0.146-0.540; P<0.01). Funnel plot inspection and the Egger's test did not provide evidence of publication bias. A significant degree of heterogeneity was observed (Q=38.355, df=13, P<0.001; I(2)=66.1%), which was explored through meta-regression and subgroup analyses. Overall methodological quality, sample for assay (plasma versus serum), as well as the matching of MDD and control samples for age and gender emerged as significant sources of heterogeneity. CONCLUSIONS Taken together, extant data indicate that VEGF shows promise as a biomarker for MDD, and supports that this mediator may be involved in neuroplasticity mechanisms underlying the pathophysiology of MDD.
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Affiliation(s)
- André F Carvalho
- Translational Psychiatry Research Group and Department of Clinical Medicine, Faculty of Medicine, Federal University of Ceará, Fortaleza, CE, Brazil.
| | - Cristiano A Köhler
- Memory Research Laboratory, Brain Institute (ICe), Federal University of Rio Grande do Norte (UFRN), Natal, RN, Brazil
| | - Roger S McIntyre
- Departments of Psychiatry and Pharmacology, University of Toronto, Toronto, ON, Canada; Mood Disorders Psychopharmacology Unit, University of Toronto, Toronto, ON, Canada
| | - Christian Knöchel
- Laboratory of Neurophysiology and Neuroimaging, Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, Goethe Universität, Frankfurt/Main, Germany
| | - André R Brunoni
- Interdisciplinary Center for Applied Neuromodulation (CINA), University Hospital, University of São Paulo, São Paulo, Brazil; Service of Interdisciplinary Neuromodulation (SIN), Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil
| | - Michael E Thase
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 3535 Market St, Ste 670, Philadelphia, PA 19104, USA
| | - João Quevedo
- Center for Experimental Models in Psychiatry, Department of Psychiatry and Behavioral Sciences, The University of Texas Medical School at Houston, Houston, TX, USA; Laboratory of Neurosciences, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina, Criciúma, SC, Brazil
| | - Brisa S Fernandes
- IMPACT Strategic Research Centre, Deakin University, School of Medicine and Barwon Health, Geelong, VIC, Australia; Laboratory of Calcium Binding Proteins in the Central Nervous System, Department of Biochemistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Michael Berk
- IMPACT Strategic Research Centre, Deakin University, School of Medicine and Barwon Health, Geelong, VIC, Australia; Department of Psychiatry, Florey Institute of Neuroscience and Mental Health, Orygen, The National Centre of Excellence in Youth Mental Health and Orygen Youth Health Research Centre, University of Melbourne, Parkville, VIC, Australia
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28
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Nowacka MM, Paul-Samojedny M, Bielecka AM, Plewka D, Czekaj P, Obuchowicz E. LPS reduces BDNF and VEGF expression in the structures of the HPA axis of chronic social stressed female rats. Neuropeptides 2015; 54:17-27. [PMID: 26396035 DOI: 10.1016/j.npep.2015.09.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2015] [Revised: 08/28/2015] [Accepted: 09/09/2015] [Indexed: 12/14/2022]
Affiliation(s)
- Marta M Nowacka
- Laboratory of Molecular Biology, Faculty of Physiotherapy, The Jerzy Kukuczka Academy of Physical Education, Katowice, Poland; Department of Pharmacology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland; Center For Experimental Medicine, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland.
| | - Monika Paul-Samojedny
- Department of Medical Genetics, School of Pharmacy with the Division of Laboratory Medicine, Medical University of Silesia, Sosnowiec, Poland
| | - Anna M Bielecka
- Department of Pharmacology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
| | - Danuta Plewka
- Department of Cytophysiology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
| | - Piotr Czekaj
- Department of Cytophysiology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
| | - Ewa Obuchowicz
- Department of Pharmacology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
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29
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Cumulative meta-analysis of interleukins 6 and 1β, tumour necrosis factor α and C-reactive protein in patients with major depressive disorder. Brain Behav Immun 2015; 49:206-15. [PMID: 26065825 PMCID: PMC4566946 DOI: 10.1016/j.bbi.2015.06.001] [Citation(s) in RCA: 776] [Impact Index Per Article: 77.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2015] [Revised: 05/28/2015] [Accepted: 06/01/2015] [Indexed: 12/15/2022] Open
Abstract
Cumulative meta-analyses are used to evaluate the extent to which further studies are needed to confirm or refute a hypothesis. We used this approach to assess observational evidence on systemic inflammation in individuals with major depressive disorder. We identified 58 studies of four common inflammatory markers in a literature search of PubMed, Embase and PsychInfo databases in May 2014. Pooled data from the earliest eight studies already showed an association between interleukin-6 concentrations and major depression; 23 more recent studies confirmed this finding (d=0.54, p<0.0001). A significant association between C-reactive protein levels and major depression was noted after 14 studies and this did not change after addition of six more studies (d=0.47, p<0.0001). For these two inflammatory markers, there was moderate heterogeneity in study-specific estimates, subgroup differences were small, and publication bias appeared to be an unlikely explanation for the findings. Sensitivity analyses including only high-quality studies and subjects free of antidepressant medication further verified the associations. While there was a link between tumour necrosis factor-α levels and major depression (d=0.40, p=0.002), the cumulative effect remained uncertain due to the extensive heterogeneity in study-specific estimates and inconsistencies between subgroups. No evidence was found for the association between interleukin-1β levels and major depression (d=-0.05, p=0.86). In conclusion, this cumulative meta-analysis confirmed higher mean levels of interleukin-6 and C-reactive protein in patients with major depression compared to non-depressed controls. No consistent association between tumour necrosis factor-α, interleukin-1β and major depression was observed. Future studies should clarify the specific immune mechanisms involved as well as continue testing anti-inflammatory therapies in patients suffering from major depression.
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30
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Tseng PT, Cheng YS, Chen YW, Wu CK, Lin PY. Increased levels of vascular endothelial growth factor in patients with major depressive disorder: A meta-analysis. Eur Neuropsychopharmacol 2015; 25:1622-30. [PMID: 26123242 DOI: 10.1016/j.euroneuro.2015.06.001] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2015] [Revised: 04/17/2015] [Accepted: 06/12/2015] [Indexed: 12/22/2022]
Abstract
The regulation of neurotrophic factors plays an important role in the pathophysiology of major depressive disorder (MDD). Vascular endothelial growth factor (VEGF) has been shown to promote neurogenesis, neuroprotection, and influence synaptic transmission. Many studies have examined the VEGF levels in patients with depression, however the results have been inconsistent. In the current meta-analysis, we compared blood VEGF levels between MDD patients and control subjects (16 articles including 872 patients and 882 control subjects). The effect sizes of individual studies were synthesized using a random effect model. We found that the blood VEGF levels in the patients with MDD were significantly higher than those in the healthy controls (p<0.001), and the difference was negatively correlated with mean age (p=0.01). Other variables including proportion of female subjects, body mass index, severity of depression, duration of illness, and age at onset were not significantly correlated with the difference. Our results highlight that elevated blood VEGF levels may be a disease marker in patients with MDD. Further studies are needed to examine the relationship between VEGF levels in central and peripheral environments, and clarify the role of VEGF in the pathophysiology of MDD.
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Affiliation(s)
- Ping-Tao Tseng
- Department of Psychiatry, Tsyr-Huey Mental Hospital, Kaohsiung Jen-Ai's Home, Kaohsiung', Taiwan
| | - Yu-Shian Cheng
- Department of Psychiatry, Tsyr-Huey Mental Hospital, Kaohsiung Jen-Ai's Home, Kaohsiung', Taiwan
| | - Yen-Wen Chen
- Department of Neurology, E-Da Hospital, Kaohsiung, Taiwan
| | - Ching-Kuan Wu
- Department of Psychiatry, Tsyr-Huey Mental Hospital, Kaohsiung Jen-Ai's Home, Kaohsiung', Taiwan
| | - Pao-Yen Lin
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Center for Translational Research in Biomedical Sciences, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.
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31
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Fiedorowicz JG, Ellingrod VL, Kaplan MJ, Sen S. The development of depressive symptoms during medical internship stress predicts worsening vascular function. J Psychosom Res 2015; 79:243-5. [PMID: 26115588 PMCID: PMC4522220 DOI: 10.1016/j.jpsychores.2015.06.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Revised: 06/11/2015] [Accepted: 06/14/2015] [Indexed: 12/27/2022]
Abstract
OBJECTIVE We sought to prospectively determine whether the onset of internship stress and any subsequent depression alters physiological markers of early vascular disease METHODS We explored potential mechanisms linking stress and depression to vascular disease in a prospective cohort of 37 participants exposed to medical internship stress, an established precipitant of depressive symptomatology. RESULTS Change in depressive symptom score from baseline over one year of internship stress was inversely correlated with change in the reactive hyperemia index (RHI), a measure of peripheral endothelial function (r=0.41, p=0.01). The change in depressive symptoms in the first six months of internship was similarly related to change in RHI over one year (r=0.38, p=0.02). While the development of depressive symptoms did not significantly impact changes in endothelial progenitor cells (EPCs), EPCs did significantly decrease with the year of internship stress (11.9 to 3.4cells/ml blood; p=0.01). CONCLUSION Endothelial function may be a critical link between stress, depression, and cardiovascular disease and a feasible surrogate outcome for prospective studies.
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Affiliation(s)
- Jess G. Fiedorowicz
- Department of Psychiatry, The University of Iowa, Iowa City, IA,Department of Internal Medicine, Carver College of Medicine, The University of Iowa, Iowa City, IA,Department of Epidemiology, College of Public Health, The University of Iowa, Iowa City, IA
| | - Vicki L. Ellingrod
- College of Pharmacy, University of Michigan, Ann Arbor, MI,Department of Psychiatry, University of Michigan, Ann Arbor, MI
| | - Mariana J. Kaplan
- Systemic Autoimmunity Branch, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD
| | - Srijan Sen
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States; Molecular and Behavioral Neuroscience Institute, Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States.
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32
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Buttenschøn HN, Foldager L, Elfving B, Poulsen PHP, Uher R, Mors O. Neurotrophic factors in depression in response to treatment. J Affect Disord 2015; 183:287-94. [PMID: 26047306 DOI: 10.1016/j.jad.2015.05.027] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Revised: 05/11/2015] [Accepted: 05/11/2015] [Indexed: 12/31/2022]
Abstract
BACKGROUND Brain-derived neurotrophic factor (BDNF) and vascular endothelial growth factor A (VEGF) have been suggested to play a role in the pathophysiology of depression. The neurotrophic model of depression hypothesises that the serum level of e.g. BDNF is decreased during depression and increased in response to treatment. The aim of the present study was to investigate BDNF and VEGF as potential predictors of response to antidepressant treatment. METHODS We investigated the longitudinal associations between depression scores and serum levels of these neurotrophic factors during antidepressant treatment in 90 individuals with depression of at least moderate severity. Serum levels were measured at baseline and after 8 and 12 weeks of treatment with nortriptyline or escitalopram. RESULTS No baseline or longitudinal correlations between depression scores and serum levels of BDNF and VEGF were found, and the baseline serum levels did not predict the MADRS depression score after 12 weeks of treatment or the improvement in depression scores. Interestingly, we observed a significant baseline and longitudinal correlation between serum levels of BDNF and VEGF. The two classes of antidepressant treatment did not affect the results differently. LIMITATIONS Information on potential factors influencing the serum levels is missing. CONCLUSION Our results do not support the neurotrophic model of depression, since a significant decrease in serum BDNF and VEGF levels after 12 weeks of antidepressant treatment was observed. Our study encourages future studies with large sample sizes, more observations and a longer follow-up period.
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Affiliation(s)
- Henriette N Buttenschøn
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Skovagervej 2, 8240 Risskov, Denmark; The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Denmark.
| | - Leslie Foldager
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Skovagervej 2, 8240 Risskov, Denmark; The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Denmark; Bioinformatics Research Centre, Aarhus University, Aarhus, Denmark; Centre for Integrative Sequencing, iSEQ, Aarhus University, Aarhus, Denmark
| | - Betina Elfving
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Skovagervej 2, 8240 Risskov, Denmark
| | - Pia H P Poulsen
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Skovagervej 2, 8240 Risskov, Denmark
| | - Rudolf Uher
- Kings College London, England; Department of Psychiatry, Halifax, Canada
| | - Ole Mors
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Denmark; Research Department P, Aarhus University Hospital, Risskov, Denmark
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33
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Insufficient glucocorticoid signaling and elevated inflammation in coronary heart disease patients with comorbid depression. Brain Behav Immun 2015; 48:8-18. [PMID: 25683698 DOI: 10.1016/j.bbi.2015.02.002] [Citation(s) in RCA: 101] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 01/19/2015] [Accepted: 02/03/2015] [Indexed: 12/23/2022] Open
Abstract
Coronary heart disease (CHD) and depression are very common and often co-existing disorders. In addition to psychological and social morbidity, depression exacerbates adverse cardiac outcomes in CHD patients. Inflammation has been proposed as one of the mechanisms involved in the association between these two debilitating diseases. Therefore, the present study aimed to evaluate inflammatory responses as well as to investigate the pathophysiological mechanisms underlying the putative inflammatory activation in CHD patients with and without depression, by assessing the function of two important biological factors regulating inflammation, the hypothalamus-pituitary-adrenal (HPA) axis and the glucocorticoid receptor (GR). Eighty-three CHD patients with (n=28) and without (n=55) comorbid depression were recruited from primary care services in South London. Depression status was assessed by means of Clinical Interview Schedule Revised for diagnosis of depression, and Beck Depression Inventory for the presence of depressive symptoms. Serum C-reactive protein (CRP), plasma vascular endothelial growth factor (VEGF), and plasma and salivary cortisol were measured using commercially available ELISA kits. Gene expression of GR and interleukin-6 (IL-6) were conducted via qPCR. GR sensitivity was evaluated in vitro in isolated peripheral blood mononuclear cells using the dexamethasone inhibition of lipopolysaccharide-stimulated IL-6 levels. Serum levels of kynurenine pathway metabolites were measured using high performance liquid chromatography. Our results show that CHD patients with depression had higher levels of CRP, IL-6 gene expression, and VEGF compared with CHD non-depressed, as well as lower plasma and saliva cortisol levels. The CHD depressed group also exhibited a reduction in GR expression and sensitivity. Finally, tryptophan levels were significantly lower in patients with depression, who also showed an increased kynurenine/tryptophan ratio. In conclusion, CHD patients with depression had elevated levels of inflammation in the context of HPA axis hypoactivity, GR resistance, and increased activation of the kynurenine pathway. Reduced cortisol bioavailability and attenuated glucocorticoid responsiveness due to decreased expression and sensitivity of GR may lead to insufficient glucocorticoid signaling and thus elevation of inflammation in these patients.
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Felice F, Di Stefano R, Pini S, Mazzotta G, Bovenzi FM, Bertoli D, Abelli M, Borelli L, Cardini A, Lari L, Gesi C, Michi P, Morrone D, Gnudi L, Balbarini A. Influence of depression and anxiety on circulating endothelial progenitor cells in patients with acute coronary syndromes. Hum Psychopharmacol 2015; 30:183-8. [PMID: 25784019 DOI: 10.1002/hup.2470] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2014] [Revised: 02/01/2015] [Accepted: 02/02/2015] [Indexed: 11/05/2022]
Abstract
OBJECTIVES Circulating endothelial progenitor cells (EPCs) are related to endothelial function and progression of coronary artery disease. There is evidence of decreased numbers of circulating EPCs in patients with a current episode of major depression. We investigated the relationships between the level of circulating EPCs and depression and anxiety in patients with acute coronary syndrome (ACS). METHODS Patients with ACS admitted to three Cardiology Intensive Care Units were evaluated by the SCID-I to determine the presence of lifetime and/or current mood and anxiety disorders according to DSM-IV criteria. The EPCs were defined as CD133(+) CD34(+) KDR(+) and evaluated by flow cytometry. All patients underwent standardized cardiological and psychopathological evaluations. Parametric and nonparametric statistical tests were performed where appropriate. RESULTS Out of 111 ACS patients, 57 were found to have a DSM-IV lifetime or current mood or anxiety disorder at the time of the inclusion in the study. The ACS group with mood or anxiety disorders showed a significant decrease in circulating EPC number compared with ACS patients without affective disorders. In addition, EPC levels correlated negatively with severity of depression and anxiety at index ACS episode. CONCLUSIONS The current study indicates that EPCs circulate in decreased numbers in ACS patients with depression or anxiety and, therefore, contribute to explore new perspectives in the pathophysiology of the association between cardiovascular disorders and affective disorders.
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Affiliation(s)
- Francesca Felice
- Department of Surgical, Medical, Molecular and Critical Area Pathology, University of Pisa, Pisa, Italy
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Rocha NG, Sales AR, Miranda RL, Silva MS, Silva JF, Silva BM, Santos AA, Nóbrega AC. Aerobic exercise modulation of mental stress-induced responses in cultured endothelial progenitor cells from healthy and metabolic syndrome subjects. Life Sci 2015; 123:93-9. [DOI: 10.1016/j.lfs.2014.12.026] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Revised: 11/28/2014] [Accepted: 12/17/2014] [Indexed: 10/24/2022]
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Singh P, Khullar S, Singh M, Kaur G, Mastana S. Diabetes to cardiovascular disease: is depression the potential missing link? Med Hypotheses 2015; 84:370-8. [PMID: 25655224 DOI: 10.1016/j.mehy.2015.01.033] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Revised: 12/12/2014] [Accepted: 01/21/2015] [Indexed: 01/15/2023]
Abstract
The etiopathological consequences of diabetes and its imperative sequels have been explored extensively in the scientific arena of cardiovascular diabetology. Innumerable risk covariates and confounders have been delineated for the primary and secondary prevention of diabetes and cardiovascular diseases (CVD). However, an intricate interaction of depression on them has been largely overlooked. Depression influences and participates in each and every step that worsens the diabetic state for developing cardiovascular complications. The dilemma is that it coexists, remains silent and generally not considered as relevant clinical parameter amenable to intervention. In this review, it is highlighted that depression has strong association and linkages with both diabetes and CVD and it should be considered and diagnosed at every stage of the diabetes to CVD continuum. Careful attention to the diagnosis and management of these disease states would contribute in lessening the CVD burden of the society.
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Affiliation(s)
- Puneetpal Singh
- Department of Human Genetics, Punjabi University, Patiala, India
| | - Shallu Khullar
- Department of Human Genetics, Punjabi University, Patiala, India
| | - Monica Singh
- Department of Human Genetics, Punjabi University, Patiala, India
| | - Gurpreet Kaur
- Department of Human Genetics, Punjabi University, Patiala, India
| | - Sarabjit Mastana
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.
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Savalli G, Diao W, Schulz S, Todtova K, Pollak DD. Diurnal oscillation of amygdala clock gene expression and loss of synchrony in a mouse model of depression. Int J Neuropsychopharmacol 2015; 18:pyu095. [PMID: 25522426 PMCID: PMC4376549 DOI: 10.1093/ijnp/pyu095] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Disturbances in circadian rhythm-related physiological and behavioral processes are frequently observed in depressed patients and several clock genes have been identified as risk factors for the development of mood disorders. However, the particular involvement of the circadian system in the pathophysiology of depression and its molecular regulatory interface is incompletely understood. METHODS A naturalistic animal model of depression based upon exposure to chronic mild stress was used to induce anhedonic behavior in mice. Micro-punch dissection was used to isolate basolateral amygdala tissue from anhedonic mice followed by quantitative real-time PCR-based analysis of gene expression. RESULTS Here we demonstrate that chronic mild stress-induced anhedonic behavior is associated with disturbed diurnal oscillation of the expression of Clock, Cry2, Per1, Per3, Id2, Rev-erbα, Ror-β and Ror-γ in the mouse basolateral amygdala. Clock gene desynchronization was accompanied by disruption of the diurnal expressional pattern of vascular endothelial growth factor A expression in the basolateral amygdala of anhedonic mice, also reflected in alterations of circulating vascular endothelial growth factor A levels. CONCLUSION We propose that aberrant control of diurnal rhythmicity related to depression may indeed directly result from the illness itself and establish an animal model for the further exploration of the molecular mechanisms mediating the involvement of the circadian system in the pathophysiology of mood disorders.
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Affiliation(s)
- Giorgia Savalli
- Department of Neurophysiology and Neuropharmacology, Medical University of Vienna, Austria
| | - Weifei Diao
- Department of Neurophysiology and Neuropharmacology, Medical University of Vienna, Austria
| | - Stefan Schulz
- Department of Neurophysiology and Neuropharmacology, Medical University of Vienna, Austria
| | - Kristina Todtova
- Department of Neurophysiology and Neuropharmacology, Medical University of Vienna, Austria
| | - Daniela D Pollak
- Department of Neurophysiology and Neuropharmacology, Medical University of Vienna, Austria.
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Di Stefano R, Felice F, Pini S, Mazzotta G, Bovenzi FM, Bertoli D, Abelli M, Borelli L, Cardini A, Lari L, Gesi C, Muccignat A, Oligeri C, Michi P, Balbarini A. Impact of depression on circulating endothelial progenitor cells in patients with acute coronary syndromes: a pilot study. J Cardiovasc Med (Hagerstown) 2014; 15:353-9. [PMID: 24685963 DOI: 10.2459/jcm.0b013e328365c195] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
AIMS Depression has been identified as a risk factor for an adverse prognosis and reduced survival in patients with acute coronary syndrome (ACS). The number of endothelial progenitor cells (EPCs) is an independent predictor of clinical outcomes in patients with ACS. The aim of this study was to evaluate the impact of depression on EPC levels in patients with ACS. METHODS Out of 74 ACS patients [23 non-ST-segment elevation myocardial infarction (NSTEMI), 48 STEMI], 36 had a diagnosis of major depressive episode (MDE) according to the Diagnostic and Statistical Manual of Mental Disorders 4th edition (DSM-IV) criteria at the time of the inclusion in the study. Control groups were as follows: 15 healthy individuals and 18 patients with current MDE without a history of cardiovascular diseases. EPCs were defined as CD34CD133KDR and evaluated by flow cytometry. All patients underwent standardized cardiological and psychopathological evaluations. Parametric and nonparametric statistical tests were performed wherever appropriate. RESULTS ACS patients with MDE showed a significant decrease in circulating EPC number compared with ACS patients without MDE (P < 0.001). The ACS study population was then subdivided into STEMI and NSTEMI groups, and within each group patients with MDE again showed a significant decrease in circulating CD34CD133KDR EPCs compared with others (P <0.001). CONCLUSION We showed that ACS patients with MDE have a reduced number of circulating CD34CD133KDR cells compared with ACS patients without MDE, suggesting that the presence of MDE reduces the response of bone marrow to acute ischemic events. Considering the reparative role of EPCs in ACS patients, we propose that patients with MDE might be protected less than patients without MDE.
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Affiliation(s)
- Rossella Di Stefano
- aDepartment of Surgical, Medical and Molecular Pathology and Critic Area bDepartment of Clinical and Experimental Medicine, Psychiatry Sector, University of Pisa, Pisa cUnit of Cardiology, Ospedale S. Andrea, La Spezia dCardio-Respiratory Department, Ospedale Campo di Marte, Lucca eUnit of Cardiology, USL5 Sarzana (SP), Italy *Rossella Di Stefano and Francesca Felice contributed equally to the writing of this article
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Clark-Raymond A, Meresh E, Hoppensteadt D, Fareed J, Sinacore J, Halaris A. Vascular Endothelial Growth Factor: a potential diagnostic biomarker for major depression. J Psychiatr Res 2014; 59:22-7. [PMID: 25193461 DOI: 10.1016/j.jpsychires.2014.08.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 07/17/2014] [Accepted: 08/07/2014] [Indexed: 02/06/2023]
Abstract
Despite intense research efforts undertaken by investigators throughout the world over the past half century to identify a specific biomarker for major depressive disorder (MDD), none have so far met the rigorous test of specificity, reliability and reproducibility. Vascular Endothelial Growth Factor (VEGF) has been implicated in the neurotrophic model of depression and several studies have assessed VEGF levels in depressed patients. The results have been discrepant largely due to design and assay differences among studies. The aim of this study was to assess plasma VEGF levels in a cohort of MDD subjects prior to treatment with psychotropic medication and compare them to those of healthy control (HC) subjects. Prospective study participants underwent extensive medical and psychiatric assessments before they were enrolled. Plasma concentrations of VEGF were measured by the technique marketed by Randox Technologies. The mean baseline VEGF for the healthy and depressed groups was 5.91 pg/ml (SD: 3.04) and 10.51 pg/ml (SD: 9.04), respectively, and this difference was statistically significant (p = 0.001). We detected a very low univariate relationship between VEGF and demographic and clinical variables. Using the Optimal Data Analysis a cut score of 6.64 pg/ml for baseline plasma VEGF distinguished depressed from healthy subjects with a 63% overall accuracy. We conclude these results support a role of plasma VEGF as a useful biomarker of depression that can be measured with a routine blood draw at the point of service. The specificity of this potential biomarker must be confirmed in studies that include other psychiatric disease entities.
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Affiliation(s)
- Anne Clark-Raymond
- Department of Psychiatry and Behavioral Neuroscience, Loyola University Stritch School of Medicine, Chicago, IL, USA
| | - Edwin Meresh
- Department of Psychiatry and Behavioral Neuroscience, Loyola University Stritch School of Medicine, Chicago, IL, USA
| | - Debra Hoppensteadt
- Department of Pathology, Loyola University Stritch School of Medicine, Chicago, IL, USA
| | - Jawed Fareed
- Department of Pathology, Loyola University Stritch School of Medicine, Chicago, IL, USA
| | - James Sinacore
- Department of Public Health Sciences, Loyola University Stritch School of Medicine, Chicago, IL, USA
| | - Angelos Halaris
- Department of Psychiatry and Behavioral Neuroscience, Loyola University Stritch School of Medicine, Chicago, IL, USA.
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Abstract
Recent studies suggest that the angiogenic cytokine vascular endothelial growth factor (VEGF) is involved in the pathogenesis of depression. However, only a few studies have investigated serum VEGF levels in individuals with depression, or the possible association between genetic variants within the VEGF gene and depression. The purpose of the present study was to investigate differences between serum VEGF levels in individuals with depression vs. control individuals, and associations between genetic markers located within VEGF and depression. In addition, determinants of the serum VEGF levels were identified. One-hundred and fifty-five depressed subjects and 280 controls were included in the study. All individuals returned a questionnaire and participated in a semi-structured diagnostic interview. Eleven single nucleotide polymorphisms were successfully analysed. VEGF levels were measured in serum by immunoassay and independent determinants of the serum VEGF level were assessed by generalized linear models.The main findings were that depression, severity of depression, previous depressive episodes, age and body mass index (BMI) were associated with higher serum VEGF levels. The genetic marker rs10434 was significantly associated with depression after correction for multiple testing, but not with the serum VEGF level. Our final model included depression and BMI as predictors of serum VEGF levels. Our study suggests a role for circulating serum VEGF in depression. Furthermore, our data also demonstrate that other factors than a diagnosis of depression influence the serum VEGF level. The importance of these factors should be emphasized when studies are compared.
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Toward clinically applicable biomarkers in bipolar disorder: focus on BDNF, inflammatory markers, and endothelial function. Curr Psychiatry Rep 2013; 15:425. [PMID: 24243532 PMCID: PMC3926699 DOI: 10.1007/s11920-013-0425-9] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The importance of biomarkers to many branches of medicine is illustrated by their utility in diagnosis and monitoring treatment response and outcome. There is much enthusiasm in the field of mood disorders on the emergence of clinically relevant biomarkers with several potential targets. While there are generally accepted criteria to establish a biomarker, such approaches are premature for our field as we acquire evidence on the most relevant candidates. A number of components of the inflammatory pathway are supported by published data together with an increasing focus on brain-derived neurotrophic factor. These markers may have measurable impacts on endothelial function, which may be particularly amenable to study in clinical samples. The adolescent population is a key focus as identifying biomarkers before the onset of comorbid medical conditions and which may help direct early intervention seem especially promising. A systematic approach to biomarker development in mood disorders is clearly warranted.
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Dalby RB, Elfving B, Poulsen PHP, Foldager L, Frandsen J, Videbech P, Rosenberg R. Plasma brain-derived neurotrophic factor and prefrontal white matter integrity in late-onset depression and normal aging. Acta Psychiatr Scand 2013; 128:387-96. [PMID: 23350796 DOI: 10.1111/acps.12085] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/20/2012] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To explore the relationship between brain-derived neurotrophic factor (BDNF) and vascular endothelial growth factor (VEGF), cerebral deep white matter lesions (DWMLs), and measures of white matter integrity in patients with late-onset depression, with respect to vascular risk factors. METHOD We examined 22 patients with late-onset depression and 22 matched controls. Quantification of plasma BDNF and VEGF levels were performed with enzyme-linked immunosorbent assay (ELISA) kits. Measures of white matter integrity comprised apparent diffusion coefficient (ADC) and fractional anisotropy (FA), obtained by diffusion tensor imaging (DTI). Effects of DWMLs, FA, ADC, and vascular risk factors on BDNF and VEGF were assessed using multiple linear regression. RESULTS The BDNF and VEGF levels did not differ significantly between groups. With pooled data for patients and controls, the BDNF level was positively associated with both number (t = 2.14, P = 0.039) and volume (t = 2.04, P = 0.048) of prefrontal DWMLs and negatively associated with FA in prefrontal normal-appearing white matter (t = -2.40, P = 0.02), adjusted for age and gender. Smoking and hypercholesterolemia was positively associated with the BDNF (t = 2.36, P = 0.023) and VEGF levels (t = 2.28, P = 0.028), respectively. CONCLUSION Our results suggest a role for BDNF in the complex pathophysiologic mechanisms underlying DWMLs in both normal aging and late-onset depression.
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Affiliation(s)
- R B Dalby
- Centre for Psychiatric Research, Aarhus University Hospital, Risskov, Denmark; MINDLab, Aarhus University, Aarhus, Denmark
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Abstract
While antidepressant therapy is an essential treatment of major depression, a substantial group of treated patients do not respond to therapy, or suffer from severe side effects. Moreover, the time of onset of the clinical improvement is often delayed. Antidepressants as currently available usually enhance serotonergic, noradrenergic and dopaminergic neurotransmission and may contribute to the inadequate remission rates for major depression. Therefore biomarkers enabling the identification of subgroups of patients and also finding unprecedented targets would provide the basis for personalized medication and thus improve treatment efficacy and reduce side effects. Several pharmacogenetic studies on antidepressant treatment response using single nucleotide polymorphism (SNPs) mapping have been performed but provided only modest findings. Therefore the analysis of gene expression to integrate genomic activity and environmental effects promises a new approach to cope with the complexity of factors influencing antidepressant treatment. Here gene expression studies focusing on candidate genes and genome-wide approaches using RNA derived from peripheral blood cells are reviewed. The most promising findings exist for hypothalamic-pituitary-adrenal (HPA) axis, inflammation and neuroplasticity related genes. However, straightforward translation into tailored treatment is still unlikely. Contradictory results limit the clinical use of the findings. Future studies are necessary, which could include functional analysis and consider gene-environment interactions.
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Affiliation(s)
- Andreas Menke
- Max Planck Institute of Psychiatry , Munich , Germany
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Gałecki P, Gałecka E, Maes M, Orzechowska A, Berent D, Talarowska M, Bobińska K, Lewiński A, Bieńkiewicz M, Szemraj J. Vascular endothelial growth factor gene (VEGFA) polymorphisms may serve as prognostic factors for recurrent depressive disorder development. Prog Neuropsychopharmacol Biol Psychiatry 2013; 45:117-24. [PMID: 23673188 DOI: 10.1016/j.pnpbp.2013.04.011] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2013] [Revised: 03/30/2013] [Accepted: 04/15/2013] [Indexed: 11/25/2022]
Abstract
Recurrent depressive disorder (rDD) is a multifactorial disease. Vascular endothelial growth factor (VEGF) is one of the factors that have been suggested to play a role in the etiology and/or development of this disease. Limited information related to the role of VEGFA gene polymorphism in depressive disorder is available. The aim of the study was to analyze the association between VEGFA gene polymorphisms (+405G/C; rs2010963, +936C/T; rs 3025039), VEGFA gene expression, and its serum protein levels in rDD in the Caucasian population. In the current study, 268 patients and 200 healthy controls of the Caucasian origin were involved. Genotyping and gene expression were performed using polymerase chain reaction (PCR)-based methods. Enzyme-linked immunosorbent assay (ELISA) was used for detection of circulating serum VEGF levels. The distribution of VEGFA polymorphism +405G/C differed significantly between rDD patients and healthy subjects. The results of this study indicated that the C allele and CC genotype of VEGFA are risk factors for rDD. Haplotypes CC and TG are the important factors for depression development. Further, VEGFA mRNA expression and VEGF levels were higher in rDD patients than in controls. The VEGFA gene polymorphism may serve as a prognostic factor for rDD development. Our study showed higher levels of both VEGFA mRNA in the peripheral blood cells and serum VEGF in patients diagnosed with rDD than in healthy controls. The obtained results suggest VEGF and the gene encoding the molecule play a role in the etiology of the disease and should be further investigated.
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Affiliation(s)
- Piotr Gałecki
- Department of Adult Psychiatry, Medical University of Łódź, Poland.
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VEGF and depression: a comprehensive assessment of clinical data. J Psychiatr Res 2013; 47:1080-7. [PMID: 23684549 DOI: 10.1016/j.jpsychires.2013.04.008] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Revised: 04/04/2013] [Accepted: 04/11/2013] [Indexed: 01/17/2023]
Abstract
Vascular Endothelial Growth Factor (VEGF), initially identified as an angiogenic mitogen, is believed to play a role in hippocampal neurogenesis and response to stress. It exerts neuroprotective effects and influences synaptic transmission. The possible role of VEGF in depression has been hypothesized in the context of the neurotrophic model of depression, which postulates that stress can lead to decreased level of neurotrophins. Since VEGF has emerged as a potential component in the pathophysiology of stress and stress-related disorders, animal and clinical studies have attempted to delineate its precise role. In this review article we provide a synopsis of basic studies that are of direct relevance to the clinical findings in depression and antidepressant drug action. We have classified the studies on the basis of higher, lower or no different levels of VEGF as compared to control subjects. It became evident that there is conflicting data regarding VEGF levels in depressed patients. The fact that no definitive trend is apparent in the published data is likely attributable to differences in study designs. However, promising leads have emerged in our effort to understand and clarify this wide variation in results. Further study could establish the potential use of VEGF as a biomarker to aid in making a correct diagnosis and a successful treatment plan. Delineating the relationship of VEGF and depression ultimately has the potential to shed light on the still elusive neural mechanisms underlying the pathophysiology of depression and the mechanisms by which antidepressants exert their effects.
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Shibata T, Yamagata H, Uchida S, Otsuki K, Hobara T, Higuchi F, Abe N, Watanabe Y. The alteration of hypoxia inducible factor-1 (HIF-1) and its target genes in mood disorder patients. Prog Neuropsychopharmacol Biol Psychiatry 2013; 43:222-9. [PMID: 23333658 DOI: 10.1016/j.pnpbp.2013.01.003] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Revised: 01/04/2013] [Accepted: 01/04/2013] [Indexed: 01/01/2023]
Abstract
Recent studies suggest that the dysfunction of neural plasticity is associated with mood disorders. Hypoxia-inducible factor-1 (HIF-1), which is a transcriptional activator of vascular endothelial growth factor (VEGF), activates the cellular response to hypoxia. HIF-1 is ubiquitously expressed in all cells, including peripheral leukocytes. However, little is known about the role of HIF-1 in mood disorder. In the present study, we investigated the mRNA expression levels of HIF-1 (α and β) and its target genes (VEGF, GLUT1, PGK1, PFKFB3, and LDHA) in the peripheral white blood cells of patients with major depressive disorder (MDD) and bipolar disorder (BPD). We found increased expression of HIF- 1α and HIF-1β mRNA, as well as the target genes, VEGF, and PFKFB3 in both MDD and BPD patients in a depressive state compared to healthy control subjects. Furthermore, the mRNA expression levels of GLUT1, PGK1, and LDHA were increased in MDD patients in a depressive state compared to healthy control subjects. We also found increased expression of HIF-1α and LDHA mRNA in MDD patients in a remissive state, whereas the mRNA expression levels of other genes in a remissive state were comparable to those in healthy control subjects. There was no significant difference in mRNA expression levels of the genes examined among patients receiving any type of antidepressant or mood stabilizer. Our data suggest that altered expression of HIF-1 and its target genes mRNA in peripheral blood cells are associated-mainly in a state-dependent manner-with mood disorders (especially with MDD). In addition, altered expression of HIF-1 and its target genes may be associated with the pathophysiology of depression.
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Affiliation(s)
- Tomohiko Shibata
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-kogushi, Ube, Yamaguchi 755-8505, Japan
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Relationship of depression, stress and endothelial function in stable angina patients. Physiol Behav 2013; 118:152-8. [PMID: 23688945 DOI: 10.1016/j.physbeh.2013.05.024] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Accepted: 05/08/2013] [Indexed: 12/25/2022]
Abstract
Endothelial dysfunction has been considered as one of potential mechanisms by which depression and stress might contribute to the development of coronary artery disease (CAD). Recent studies suggest that circulating endothelial progenitor cells (EPCs) and brachial artery flow-mediated dilation (FMD) are related to endothelial function and progression of CAD. We investigated the relationships between the level of circulating CD34/KDR(+) EPCs and CD133/KDR(+) EPCs, brachial FMD, and scores of depression and stress measured with the Depression Anxiety Stress Scales in 288 stable angina patients without major psychiatric disorders. As defined by the ≥75th percentile, 100 (35%) subjects had high depression score (≥8), and 84 (29%) subjects had high stress score (≥10). Subjects with high depression or stress score had significantly lower FMD (1.86±0.14 vs. 3.63±0.17%, p<0.001; 2.05±0.18 vs. 3.48±0.17%, p<0.001) and percentage of circulating CD34/KDR(+) EPCs (0.97±0.11 vs. 1.94±0.17%, p<0.001; 1.09±0.13 vs. 1.68±0.16%, p=0.005), but not CD133/KDR(+) EPCs (0.52±0.04 vs. 0.66±0.06%, p=0.057; 0.61±0.05 vs. 0.59±0.05%, p=0.833), as compared with subjects with normal depression or stress score. Multivariate regression analysis indicated that high depression score (OR 1.09, 95% CI: 1.04-1.15, p<0.001), but not stress score or percentage of circulating EPCs, independently predicted impaired brachial FMD. In conclusions, our results demonstrated that in stable angina patients without major psychiatric disorders, a high depression or stress score was related to attenuated brachial FMD and depletion of circulating EPCs. However, only the depression score, but not the stress score or the level of EPCs, was an independent predictor for decreased brachial FMD.
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Vascular growth factors in neuropsychiatry. Cell Mol Life Sci 2013; 70:1739-52. [PMID: 23475069 DOI: 10.1007/s00018-013-1281-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2013] [Revised: 01/28/2013] [Accepted: 01/28/2013] [Indexed: 01/03/2023]
Abstract
Recent advances in understanding the cellular and molecular basis of psychiatric illnesses have shed light on the important role played by trophic factors in modulating functional parameters associated with disease causality and drug action. Disease mechanisms are now thought to involve multiple cell types, including neurons and endothelial cells. These functionally distinct but interactively coupled cell types engage in cellular cross talk via shared and common signaling molecules. Dysregulation in their cellular signaling pathways influences brain function and alters behavioral performance. Multifunctional trophic factors such as VEGF and EPO that possess both neurotrophic and angiogenic actions are of particular interest due to their ability to rescue structural and plasticity deficits in neurons and vasculature. Obtaining insight into the behavioral, cellular and molecular actions of multi-functional trophic factors has the potential to open new and transformative therapeutic approaches.
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Hepgul N, Cattaneo A, Zunszain PA, Pariante CM. Depression pathogenesis and treatment: what can we learn from blood mRNA expression? BMC Med 2013; 11:28. [PMID: 23384232 PMCID: PMC3606439 DOI: 10.1186/1741-7015-11-28] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 02/05/2013] [Indexed: 11/10/2022] Open
Abstract
Alterations in several biological systems, including the neuroendocrine and immune systems, have been consistently demonstrated in patients with major depressive disorder. These alterations have been predominantly studied using easily accessible systems such as blood and saliva. In recent years there has been an increasing body of evidence supporting the use of peripheral blood gene expression to investigate the pathogenesis of depression, and to identify relevant biomarkers. In this paper we review the current literature on gene expression alterations in depression, focusing in particular on three important and interlinked biological domains: inflammation, glucocorticoid receptor functionality and neuroplasticity. We also briefly review the few existing transcriptomics studies. Our review summarizes data showing that patients with major depressive disorder exhibit an altered pattern of expression in several genes belonging to these three biological domains when compared with healthy controls. In particular, we show evidence for a pattern of 'state-related' gene expression changes that are normalized either by remission or by antidepressant treatment. Taken together, these findings highlight the use of peripheral blood gene expression as a clinically relevant biomarker approach.
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Affiliation(s)
- Nilay Hepgul
- Section of Perinatal Psychiatry & Stress, Department of Psychological Medicine, Institute of Psychiatry, King's College London, 125 Coldharbour Lane, London, SE5 9NU, UK
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Peripheral vascular endothelial growth factor level is associated with antidepressant treatment response: results of a preliminary study. J Affect Disord 2013; 144:269-73. [PMID: 23021824 DOI: 10.1016/j.jad.2012.09.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2012] [Revised: 09/04/2012] [Accepted: 09/05/2012] [Indexed: 01/12/2023]
Abstract
BACKGROUND Recent investigations have revealed multiple actions of vascular endothelial growth factor (VEGF) in the nervous system. The role of VEGF in the molecular background of mood disorders has also been proposed. In this study we were interested in investigating a possible association between VEGF levels and treatment response in patients with a current episode of major depression (MDE). METHODS 34 patients with MDE were enrolled in our study. Depressive symptoms were monitored by the Montgomery-Åsberg Depression Rating Scale at baseline (V(1)) and after a 4-week treatment period (V(2)). Patients with less than a 50% improvement in MADRS total scores during this period were regarded as non-responders. RESULTS Plasma VEGF levels did not change during the treatment period in either the total sample or in the responder and non-responder subsamples. There was a strong trend for higher baseline VEGF levels in the non-responder group than in the responder group (p=0.055) and this difference-as a weak trend-was still detectable at the end of the treatment period (p=0.097). Regression analysis revealed that the baseline VEGF level was a significant predictor for the endpoint MADRS score (p=0.02). LIMITATIONS Sample size was relatively small; sample consists of both patients with MDD and bipolar disorder. CONCLUSIONS Our preliminary results raise the possibility that baseline levels of peripheral VEGF may predict treatment response in patients with mood disorders. Considering the limitations of our study, further investigations should resolve whether VEGF is a useful biomarker for treatment response in depression in clinical practice.
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