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Chart-Pascual JP, Cano-Escalera G, Graña M, Zorrilla I, Lopez-Peña P, Requena CM, Ceballos AF, Landaluce IP, Urcola H, Alvarez-Mon MA, Blumberg HP, Radua J, Gonzalez-Pinto A. Retinal thickness: A window into cognitive impairment in bipolar disorder. SPANISH JOURNAL OF PSYCHIATRY AND MENTAL HEALTH 2025:S2950-2853(25)00004-3. [PMID: 40081818 DOI: 10.1016/j.sjpmh.2025.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 11/26/2024] [Accepted: 01/28/2025] [Indexed: 03/16/2025]
Abstract
INTRODUCTION Cognitive impairment (CI) in bipolar disorder (BD) significantly impacts overall functioning and quality of life. A better understanding of the neurobiological mechanisms associated with CI is needed. Studies on neurodegenerative diseases, such as Alzheimer's and Parkinson's diseases, have revealed promising findings related to retinal thickness alterations using optical coherence tomography (OCT). Similarly, retinal differences between healthy controls and individuals with BD or schizophrenia have been described. This study explores the utility of OCT in discerning retinal changes possibly associated with CI in BD to enhance our understanding of the biological markers of BD and provide additional information to neuropsychological testing. MATERIAL AND METHODS Optical coherence tomography (OCT) was employed to measure retinal thickness in the macular ganglion cell layer (GCL), inner plexiform layer (IPL), retinal nerve fiber layer (RNFL), and peripapillary RNFL (pRNFL) in 50 individuals with bipolar disorder (BD). Associations with cognitive impairments were analyzed using cross-validated Random Forest models. RESULTS The analysis revealed significant associations between retinal thinning in various segments of the macular GCL, IPL, and RNFL and cognitive impairment (CI) in BD, with particular relevance to executive function deficits (AUC>0.8). CONCLUSIONS Thinning of the GCL, IPL, and RNFL was significantly associated with worse cognitive performance in individuals with BD. Similar patterns have been observed in schizophrenia, highlighting an innovative and promising field for research and clinical application.
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Affiliation(s)
- Juan Pablo Chart-Pascual
- Psychiatry Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Spain; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Basque Country, Spain; Spanish Research Network in Mental Health (CIBERSAM), Spain; BioAraba, Health Research Institute, Spain
| | - Guillermo Cano-Escalera
- Psychiatry Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Spain; Spanish Research Network in Mental Health (CIBERSAM), Spain; BioAraba, Health Research Institute, Spain; Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018 Donostia-San Sebastian, Basque Country, Spain
| | - Manuel Graña
- Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018 Donostia-San Sebastian, Basque Country, Spain; Computational Intelligence Group, University of the Basque Country (UPV/EHU), 20018 Donostia-San Sebastian, Basque Country, Spain
| | - Iñaki Zorrilla
- Psychiatry Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Spain; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Basque Country, Spain; Spanish Research Network in Mental Health (CIBERSAM), Spain; BioAraba, Health Research Institute, Spain
| | - Purificacion Lopez-Peña
- Psychiatry Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Spain; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Basque Country, Spain; Spanish Research Network in Mental Health (CIBERSAM), Spain; BioAraba, Health Research Institute, Spain
| | - Carmen Martin Requena
- Psychiatry Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Spain
| | - Andrea Flores Ceballos
- Psychiatry Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Spain
| | - Irene Perez Landaluce
- Ophthalmology Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Basque Country, Spain
| | - Haritz Urcola
- Ophthalmology Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Basque Country, Spain
| | - Miguel Angel Alvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; Department of Psychiatry and Mental Health, Hospital Universitario Infanta Leonor, 28031 Madrid, Spain
| | - Hilary P Blumberg
- Department of Psychiatry and Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06511, United States
| | - Joaquim Radua
- Spanish Research Network in Mental Health (CIBERSAM), Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Catalonia, Spain
| | - Ana Gonzalez-Pinto
- Psychiatry Service, Basque Country Health Service (Osakidetza), Araba University Hospital, Vitoria-Gasteiz, Spain; University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Basque Country, Spain; Spanish Research Network in Mental Health (CIBERSAM), Spain; BioAraba, Health Research Institute, Spain.
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Korkut S, Süren E, Erol MK, Zeybek G, Ekinci R, Gedik B, Bedel C. Investigation of optical coherence tomography angiography findings in patients with bipolar disorder. J Affect Disord 2025; 368:304-311. [PMID: 39284528 DOI: 10.1016/j.jad.2024.09.078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 09/11/2024] [Accepted: 09/13/2024] [Indexed: 09/22/2024]
Abstract
OBJECTIVES Bipolar Disorder (BD) is an important psychiatric disease that progresses with attacks, can be chronic and causes serious mental problems. In this study, we aimed to identify the retinal vascular pathologies in BD patients by optical coherence tomography angiography (OCTA) imaging. METHODS Retinal vascular analysis from 35 BD patients and 30 healthy controls (HCs) were scanned using the OCTA machine. In addition, psychometric tests such as the Young Mania Rating Scale (YMRS) and Clinical Global Impression Scale (CGI-S) were applied to BD patients to assess the severity of the disease and determine the patient's level of functionality. RESULTS As a result of OCTA scans, there were significant differences between the groups as following; Deep retinal vessel density (VD) in the total, parafoveal and perifoveal area, Macular thickness in the inner parafoveal area, VD of retinal capillary plexuses in the inside disk and the Choroidal thickness (p < 0.05). Furthermore, according to the results of Pearson correlation analysis between OCTA scans and YMRS and CGI-S scores, it was determined that there was no significant relationship in any measurement (p > 0.05). CONCLUSION In our study, it was determined that there were general differences in deep retinal vascular density and inner macular thickness in BD patients. These findings demonstrate that the deep and inner zone of the retina is affected in BD patients.
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Affiliation(s)
- Süleyman Korkut
- Department of Psychiatry, University of Health Sciences, Antalya Training and Research Hospital, Antalya 07100, Turkey.
| | - Elçin Süren
- Department of Ophthalmology, Antalya Training and Research Hospital, Antalya 07100, Turkey
| | - Muhammet Kazım Erol
- Department of Ophthalmology, University of Health Sciences, Antalya Training and Research Hospital, Antalya 07100, Turkey
| | - Güney Zeybek
- Department of Psychiatry, Antalya Training and Research Hospital, Antalya 07100, Turkey
| | - Rojbin Ekinci
- Department of Ophthalmology, Antalya Training and Research Hospital, Antalya 07100, Turkey
| | - Birumut Gedik
- Department of Ophthalmology, Antalya Training and Research Hospital, Antalya 07100, Turkey
| | - Cihan Bedel
- Department of Emergency Medicine, University of Health Sciences, Antalya Training and Research Hospital, Antalya 07100, Turkey
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Schönthaler EM, Aminfar H, Dalkner N, Fellendorf FT, Georgi J, Lenger M, Wedrich A, Reininghaus EZ. Retinal Optical Coherence Tomography in Bipolar Disorder: A Scoping Review. Neuropsychobiology 2024; 84:100-112. [PMID: 39719134 PMCID: PMC11965818 DOI: 10.1159/000543290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 12/18/2024] [Indexed: 12/26/2024]
Abstract
BACKGROUND Bipolar disorder (BD) is a psychiatric condition with significant health implications due to its comorbidities, premature mortality, and functional impairments. Despite extensive research on treatment and rehabilitation, gaps remain in diagnosis and monitoring. Therefore, there is a need for biomarkers to identify individuals at risk for disease progression or exacerbation. Developmentally part of the central nervous system, the retina represents a possible marker for observing BD-related structural and functional alterations in the brain. SUMMARY The retina's structure can be assessed through optical coherence tomography (OCT), a noninvasive and cost-effective method. Retinal alterations, particularly in the retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL), have been associated with neurodegenerative and psychiatric disorders in cross-sectional OCT studies. This scoping review discusses findings on retinal changes in BD as well as their association with disease characteristics like symptom severity and illness duration and highlights OCT as a potential diagnostic tool in BD treatment. KEY FINDINGS The majority of studies indicate RNFL and GCL thinning in BD patients, which was found to correlate with clinical characteristics in some studies. Although the data are currently limited, there is a possibility that retinal biomarkers could facilitate monitoring of BD, but more research needs to be conducted to observe the relationship between these parameters and BD. Moreover, other factors (e.g., treatment, metabolic and inflammatory conditions) may impact retinal changes, which highlights the need for longitudinal studies to clarify these relationships. Further research should focus on replicating current findings, understanding the role of inflammation, and differentiating between retinal regions affected by BD. BACKGROUND Bipolar disorder (BD) is a psychiatric condition with significant health implications due to its comorbidities, premature mortality, and functional impairments. Despite extensive research on treatment and rehabilitation, gaps remain in diagnosis and monitoring. Therefore, there is a need for biomarkers to identify individuals at risk for disease progression or exacerbation. Developmentally part of the central nervous system, the retina represents a possible marker for observing BD-related structural and functional alterations in the brain. SUMMARY The retina's structure can be assessed through optical coherence tomography (OCT), a noninvasive and cost-effective method. Retinal alterations, particularly in the retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL), have been associated with neurodegenerative and psychiatric disorders in cross-sectional OCT studies. This scoping review discusses findings on retinal changes in BD as well as their association with disease characteristics like symptom severity and illness duration and highlights OCT as a potential diagnostic tool in BD treatment. KEY FINDINGS The majority of studies indicate RNFL and GCL thinning in BD patients, which was found to correlate with clinical characteristics in some studies. Although the data are currently limited, there is a possibility that retinal biomarkers could facilitate monitoring of BD, but more research needs to be conducted to observe the relationship between these parameters and BD. Moreover, other factors (e.g., treatment, metabolic and inflammatory conditions) may impact retinal changes, which highlights the need for longitudinal studies to clarify these relationships. Further research should focus on replicating current findings, understanding the role of inflammation, and differentiating between retinal regions affected by BD.
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Affiliation(s)
- Elena M.D. Schönthaler
- Clinical Division of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
| | - Haleh Aminfar
- Clinical Division of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Nina Dalkner
- Clinical Division of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
| | - Frederike T. Fellendorf
- Clinical Division of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
| | - Johanna Georgi
- Clinical Division of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
| | - Melanie Lenger
- Clinical Division of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
| | - Andreas Wedrich
- Clinical Division of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Eva Z. Reininghaus
- Clinical Division of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
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Demirlek C, Arslan B, Eyuboglu MS, Yalincetin B, Atas F, Cesim E, Demir M, Uzman Ozbek S, Kizilay E, Verim B, Sut E, Baykara B, Kaya M, Akdede BB, Bora E. Retina in Clinical High-Risk and First-Episode Psychosis. Schizophr Bull 2024:sbae189. [PMID: 39488000 DOI: 10.1093/schbul/sbae189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2024]
Abstract
BACKGROUND AND HYPOTHESIS Abnormalities in the retina are observed in psychotic disorders, especially in schizophrenia. STUDY DESIGN Using spectral-domain optical coherence tomography, we investigated structural retinal changes in relatively metabolic risk-free youth with clinical high-risk (CHR, n = 34) and first-episode psychosis (FEP, n = 30) compared with healthy controls (HCs, n = 28). STUDY RESULTS Total retinal macular thickness/volume of the right eye increased in FEP (effect sizes, Cohen's d = 0.69/0.66) and CHR (d = 0.67/0.76) compared with HCs. Total retinal thickness/volume was not significantly different between FEP and CHR. Macular retinal nerve fiber layer (RNFL) thickness/volume of the left eye decreased in FEP compared with HCs (d = -0.75/-0.66). Peripapillary RNFL thickness was not different between groups. The ganglion cell (GCL), inner plexiform (IPL), and inner nuclear (INL) layers thicknesses/volumes of both eyes increased in FEP compared with HCs (d = 0.70-1.03). GCL volumes of both eyes, IPL thickness/volume of the left eye, and INL thickness/volume of both eyes increased in CHR compared with HCs (d = 0.64-1.01). In the macula, while central sector thickness/volume decreased (d = -0.62 to -0.72), superior outer (peri-foveal) sector thickness/volume of both eyes increased (d = 0.81 to 0.86) in FEP compared with HCs. CONCLUSIONS The current findings suggest that distinct regions and layers of the retina may be differentially impacted during the emergence and early phase of psychosis. Consequently, oculomics could play significant roles, not only as a diagnostic tool but also as a mirror reflecting neurobiological changes at axonal and cellular levels.
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Affiliation(s)
- Cemal Demirlek
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA 02478, United States
| | - Berat Arslan
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
| | - Merve S Eyuboglu
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
| | - Berna Yalincetin
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
| | - Ferdane Atas
- Department of Ophthalmology, Marmara University, Faculty of Medicine, Istanbul 34854, Turkey
| | - Ezgi Cesim
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
| | - Muhammed Demir
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
| | - Simge Uzman Ozbek
- Department of Psychiatry, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Turkey
| | - Elif Kizilay
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
| | - Burcu Verim
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
| | - Ekin Sut
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Turkey
| | - Burak Baykara
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Turkey
| | | | - Berna B Akdede
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
- Department of Psychiatry, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Turkey
| | - Emre Bora
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylul University, Izmir 35340, Turkey
- Department of Psychiatry, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Turkey
- Department of Psychiatry, Melbourne Neuropsychiatry Centre, University of Melbourne and Melbourne Health, Victoria 3053, Australia
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Roguski A, Needham N, MacGillivray T, Martinovic J, Dhillon B, Riha RL, Armstrong L, Campbell IH, Ferguson A, Hilgen G, Lako M, Ritter P, Santhi N, von Schantz M, Spitschan M, Smith DJ. Investigating light sensitivity in bipolar disorder (HELIOS-BD). Wellcome Open Res 2024; 9:64. [PMID: 38716042 PMCID: PMC11074697 DOI: 10.12688/wellcomeopenres.20557.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/02/2024] [Indexed: 10/21/2024] Open
Abstract
Many people with bipolar disorder have disrupted circadian rhythms. This means that the timing of sleep and wake activities becomes out-of-sync with the standard 24-hour cycle. Circadian rhythms are strongly influenced by light levels and previous research suggests that people with bipolar disorder might have a heightened sensitivity to light, causing more circadian rhythm disruption, increasing the potential for triggering a mood switch into mania or depression. Lithium has been in clinical use for over 70 years and is acknowledged to be the most effective long-term treatment for bipolar disorder. Lithium has many reported actions in the body but the precise mechanism of action in bipolar disorder remains an active area of research. Central to this project is recent evidence that lithium may work by stabilising circadian rhythms of mood, cognition and rest/activity. Our primary hypothesis is that people with bipolar disorder have some pathophysiological change at the level of the retina which makes them hypersensitive to the visual and non-visual effects of light, and therefore more susceptible to circadian rhythm dysfunction. We additionally hypothesise that the mood-stabilising medication lithium is effective in bipolar disorder because it reduces this hypersensitivity, making individuals less vulnerable to light-induced circadian disruption. We will recruit 180 participants into the HELIOS-BD study. Over an 18-month period, we will assess visual and non-visual responses to light, as well as retinal microstructure, in people with bipolar disorder compared to healthy controls. Further, we will assess whether individuals with bipolar disorder who are being treated with lithium have less pronounced light responses and attenuated retinal changes compared to individuals with bipolar disorder not being treated with lithium. This study represents a comprehensive investigation of visual and non-visual light responses in a large bipolar disorder population, with great translational potential for patient stratification and treatment innovation.
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Affiliation(s)
- Amber Roguski
- Division of Psychiatry, The University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Nicole Needham
- Division of Psychiatry, The University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Tom MacGillivray
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
- Robert O Curle Ophthalmology Suite, Institute for Regeneration and Repair, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Jasna Martinovic
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Baljean Dhillon
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Renata L. Riha
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
- Department of Sleep Medicine, Royal Infirmary of Edinburgh, NHS Lothian, Edinburgh, Scotland, UK
| | - Lyle Armstrong
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, England, UK
| | - Iain H. Campbell
- Division of Psychiatry, The University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Amy Ferguson
- Division of Psychiatry, The University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Gerrit Hilgen
- Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, England, UK
| | - Majlinda Lako
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, England, UK
| | - Philipp Ritter
- Clinic for Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital, Technische Universitat Dresden, Dresden, Saxony, Germany
| | - Nayantara Santhi
- Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, England, UK
| | - Malcolm von Schantz
- Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, England, UK
| | - Manuel Spitschan
- TUM School of Medicine & Health, Department of Health and Sport Sciences, Technical University of Munich, Munich, Bavaria, Germany
- TUM Institute for Advanced Study (TUM-IAS), Technical University of Munich, Munich, Bavaria, Germany
- Max Planck Research Group Translational Sensory & Circadian Neuroscience, Max Planck Institute for Biological Cybernetics, Tübingen, Germany
| | - Daniel J. Smith
- Division of Psychiatry, The University of Edinburgh, Edinburgh, Scotland, UK
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland, UK
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Kılıç OHT, Kartı Ö, Kıyat P, Bayram ZN, Kırcı Dallıoğlu Ç. Can retinal nerve fiber layer (RNFL) thickness be a marker for distinguishing bipolar depression from unipolar depression? Nord J Psychiatry 2024; 78:610-615. [PMID: 39046304 DOI: 10.1080/08039488.2024.2381545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 05/03/2024] [Accepted: 07/13/2024] [Indexed: 07/25/2024]
Abstract
OBJECTIVE We aimed to compare retinal nerve fiber layer (RNFL) thickness and ganglion cell complex (GCC) thickness in bipolar disorder (BD) and major depressive disorder (MDD). METHOD The study included thirty MDD, thirty-two BD participants in depressive episode, and thirty-seven controls matched according to age, gender, body mass index (BMI), and smoking status. Optic coherence tomography (OCT) measurements were performed for both participants and controls. The RNFL and GCC thickness were measured and recorded automatically by a spectral OCT device. Participants were also subjected to Hamilton Depression Rating Scale (HAM-D). RESULTS RNFL superior thickness was significantly lower in BD participants, compared to the MDD participants and controls (p = 0.001). GCC inferior (p = 0.022) and inferonasal (p = 0.005) thickness were detected lower in BD group, compared to the control groups. In the BD group, HAM-D scores were negatively correlated with RNFL-temporal (p = 0.049, r= -0.357), GCC inferotemporal (p = 0.02, r= -0.416) and superotemporal thickness (p = 0.002, r= -0.546). CONCLUSIONS RNFL thickness were lower in BD participants compared to the MDD and controls and, GCC thickness were lower in BD participants compared to the controls. Our findings support the hypothesis that neurodegeneration is part of the pathogenesis of BD. Future research are needed to confirm the lack of RNFL thickness in MDD, which could have immediate therapeutic consequences as well as implications for distinguishing BD from MDD.
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Affiliation(s)
| | - Ömer Kartı
- Buca Seyfi Demirsoy Training and Research Hospital Department of Ophthalmogy, İzmir Democracy University, İzmir, Turkey
| | - Pelin Kıyat
- Buca Seyfi Demirsoy Training and Research Hospital Department of Ophthalmogy, İzmir Democracy University, İzmir, Turkey
| | - Zehra Nur Bayram
- Department of Psychiatry, İzmir Democracy University Institute of Health Sciences, İzmir, Turkey
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Zinchuk M, Popova S, Guekht A, Shpak A. Optical coherence tomography angiography in patients with bipolar disorder and major depressive disorder. J Affect Disord 2024; 361:409-414. [PMID: 38889857 DOI: 10.1016/j.jad.2024.06.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 05/14/2024] [Accepted: 06/14/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND Cerebral microvascular dysfunction is a promising area for research into the pathogenesis of major depressive disorder (MDD) and bipolar disorder (BD). Despite the scientific and clinical potential of studying microvascular dysfunction, progress in this area has long been hampered by the lack of methods to study microvessels intravitally. AIMS The aim of the present study was to search for potential optical coherence tomography (OCT) and OCT-angiography (OCTA) biomarkers of BD and MDD. METHODS One hundred and five consecutive patients with a current depressive episode were enrolled in the study (39 - BD and 66 - MDD). In addition, forty-one generally healthy subjects were enrolled as a control group. Only the right eye was examined in all subjects. Structural OCT and OCTA scans with signal strength ≥7 were included. RESULTS Structural OCT measurements showed no significant differences between the groups. OCTA measurements of foveal avascular zone (FAZ), area and skeleton density showed a decrease in the retinal capillary bed in BD patients, whereas OCTA values in MDD patients did not differ from the control group. Several significant differences were found between the BD and control groups. In the BD group, the FAZ of the deep capillary plexus was increased, reflecting a reduction in capillary perfusion in the central subfield of this plexus. CONCLUSIONS OCTA measurements of FAZ, area and skeleton density showed a decrease in the retinal capillary bed in BD patients, whereas OCTA values in MDD patients did not differ from the control group.
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Affiliation(s)
- Mikhail Zinchuk
- Moscow Research and Clinical Center for Neuropsychiatry, Moscow Healthcare Department, Moscow, Russian Federation.
| | - Sofya Popova
- Moscow Research and Clinical Center for Neuropsychiatry, Moscow Healthcare Department, Moscow, Russian Federation
| | - Alla Guekht
- Moscow Research and Clinical Center for Neuropsychiatry, Moscow Healthcare Department, Moscow, Russian Federation; Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - Alexander Shpak
- Moscow Research and Clinical Center for Neuropsychiatry, Moscow Healthcare Department, Moscow, Russian Federation; S. Fyodorov Eye Microsurgery Federal State Institution, Moscow, Russian Federation
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8
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Sheehan N, Bannai D, Silverstein SM, Lizano P. Neuroretinal Alterations in Schizophrenia and Bipolar Disorder: An Updated Meta-analysis. Schizophr Bull 2024; 50:1067-1082. [PMID: 38954839 PMCID: PMC11349028 DOI: 10.1093/schbul/sbae102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
Schizophrenia (SZ) and bipolar disorder (BD) are characterized by major symptomatic, cognitive, and neuroanatomical changes. Recent studies have used optical coherence tomography (OCT) to investigate retinal changes in SZ and BD, but their unique and shared changes require further evaluation. Articles were identified using PubMed and Google Scholar. 39 studies met the inclusion criteria. Diagnostic groups were proband (SZ/BD combined), SZ, BD, and healthy control (HC) eyes. Meta-analyses utilized fixed and random effects models when appropriate, and publication bias was corrected using trim-and-fill analysis ("meta" package in R). Results are reported as standardized mean differences with 95% CIs. Data from 3145 patient eyes (1956 SZ, 1189 BD) and 3135 HC eyes were included. Studies identified thinning of the peripapillary retinal nerve fiber layer (pRNFL, overall and in 2 subregions), m-Retina (overall and all subregions), mGCL-IPL, mIPL, and mRPE in SZ patients. BD showed thinning of the pRNFL (overall and in each subregion), pGCC, and macular Retina (in 5 subregions), but no changes in thickness or volume for the total retina. Neither SZ nor BD patients demonstrated significant changes in the fovea, mRNFL, mGCL, mGCC, mINL, mOPL, mONL, or choroid thicknesses. Moderating effects of age, illness duration, and smoking on retinal structures were identified. This meta-analysis builds upon previous literature in this field by incorporating recent OCT studies and examining both peripapillary and macular retinal regions with respect to psychotic disorders. Overall, this meta-analysis demonstrated both peripapillary and macular structural retinal abnormalities in people with SZ or BD compared with HCs.
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Affiliation(s)
- Nora Sheehan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Division of Translational Neuroscience, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Deepthi Bannai
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Division of Translational Neuroscience, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Steven M Silverstein
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY, USA
- Department of Ophthalmology, University of Rochester Medical Center, Rochester, NY, USA
| | - Paulo Lizano
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Division of Translational Neuroscience, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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9
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Prasannakumar A, Kumar V, Mailankody P, Appaji A, Battu R, Berendschot TTJM, Rao NP. A systematic review and meta-analysis of optical coherence tomography studies in schizophrenia, bipolar disorder and major depressive disorder. World J Biol Psychiatry 2023; 24:707-720. [PMID: 37070475 DOI: 10.1080/15622975.2023.2203231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 03/31/2023] [Accepted: 04/12/2023] [Indexed: 04/19/2023]
Abstract
OBJECTIVES Due to the common neurodevelopmental origin and easy accessibility, the retina serves as a surrogate marker for changes in the brain. Hence, Optical Coherence Tomography (OCT), a tool to examine the neuronal layers of retina has gained importance in investigating psychiatric disorders. Several studies in the last decade have reported retinal structural alterations in schizophrenia (SCZ), bipolar disorder (BD), and major depressive disorder (MDD). However, the findings are inconsistent. Hence, we conducted a meta-analysis to investigate alterations in OCT parameters in patients with SCZ, BD and MDD. METHODS We searched electronic databases for studies that examined OCT parameters in patients with SCZ, BD and MDD published up to January 2023. The primary outcome measures were thickness and volumes of the retinal Nerve Fibre Layer (RNFL). We conducted meta-analysis using a random effects model. RESULTS The searches yielded 2638 publications of which 43 studies were included in the final analysis across all disorders. Compared to controls, the RNFL was thinner in SCZ patients (SMD = -0.37, p = <0.001) and BD patients (SMD = -0.67, p = < 0.001), but not in MDD patients (SMD = -0.08, p = 0.54). On quadrant wise analysis, temporal quadrant RNFL was thinner in SCZ but not in BD, while all other quadrants were thinner in both SCZ and BD. CONCLUSION We found significant reductions in RNFL thickness in SCZ and BD, but not in MDD. The differential involvement in various quadrants and parameters across the disorders has potential implications for using retinal parameters as a diagnostic biomarker.
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Affiliation(s)
- Akash Prasannakumar
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, Karnataka, India
| | - Vijay Kumar
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, Karnataka, India
| | - Pooja Mailankody
- Department of Neurology, National Institute of Mental Health and Neurosciences, Bangalore, Karnataka, India
| | - Abhishek Appaji
- Department of Medical Electronics, BMS College of Engineering, Bangalore, Karnataka, India
- Department of Opthalmology, University Eye Clinic Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Rajani Battu
- Department of Opthalmology, Centre for Eye Genetics and Research, Bangalore, Karnataka, India
| | - Tos T J M Berendschot
- Department of Opthalmology, University Eye Clinic Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Naren P Rao
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, Karnataka, India
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10
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Torun IM, Tukenmez Dikmen N, Tellioglu Saka N, Sonmez M. Choroidal Structural Alterations and Choroidal Vascularity Index in Bipolar Disorder Patients. Photodiagnosis Photodyn Ther 2023; 42:103518. [PMID: 36948410 DOI: 10.1016/j.pdpdt.2023.103518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 03/13/2023] [Accepted: 03/14/2023] [Indexed: 03/24/2023]
Abstract
PURPOSE The aim of this study was to compare bipolar disorder (BD) patients with age- and sex-matched healthy individuals in order to assess the choroidal structural alterations, retinal nerve fiber layer (RNFL) thickness, and retinal changes in BD patients using encanhed depth imaging optic coherence tomography (EDI-OCT). METHOD For this research, 39 eyes of BD patients and 36 eyes of age-matched healthy volunteers were used. Five locations were used to assess the choroidal thickness (CT): subfoveal, 500 µm nasal and 1500 µm nasal to the fovea, 500 µm temporal and 1500 µm temporal to the fovea. Image-J was used to determine the total choroidal area (TCA), luminal area (LA), and choroidal vascularity index (CVI). The Spectralis-OCT device was used to evaluate the central macular thickness (CMT), retinal nerve fiber layer (RNFL), and ganglion cell layer (GCL). The data were statistically compared. RESULTS BD patients had significantly decreased subfoveal, nasal, and temporal CTs than controls (for all three, p = 0.0001). The results of CMT and GCL were found to be thinner than controls. (for all p=0.0001) In comparison to the controls, the mean TCA and LA were decreased in the BD group. (p=0.0001, p=0.0001 respectively,). Between the RNFL and CVI values in the BD and control groups, there was no statistically significant difference (p>0.05). CONCLUSION The results of this investigation showed that the retina and choroid of patients with BD had considerable anatomical changes.
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Affiliation(s)
- Isil Merve Torun
- Department of Ophthalmology, Medical Health Sciences University, Sultan Abdulhamid Han Training and Research Hospital, İstanbul, Turkey.
| | - Nejla Tukenmez Dikmen
- Department of Ophthalmology, Medical Health Sciences University, Sultan Abdulhamid Han Training and Research Hospital, İstanbul, Turkey.
| | - Nergis Tellioglu Saka
- Department of Psychiatry, Medical Health Sciences University, Sultan Abdulhamid Han Training and Research Hospital, İstanbul, Turkey.
| | - Murat Sonmez
- Department of Ophthalmology, Medical Health Sciences University, Sultan Abdulhamid Han Training and Research Hospital, İstanbul, Turkey.
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11
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Mustafa A, Turgay U. Optical coherence tomography angiography in patients with euthymic bipolar disorder. J Affect Disord 2022; 317:15-21. [PMID: 36028009 DOI: 10.1016/j.jad.2022.08.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 08/12/2022] [Accepted: 08/18/2022] [Indexed: 10/31/2022]
Abstract
OBJECTIVE The number of studies conducted on the evaluation of retinal microvascularity in patients with Bipolar Disorder (BD) is very few. Therefore, in the present study it was aimed to provide a significant diagnostic support and to better understand the relationship between BD and vascular changes by making vascular measurements with Optical Coherence Tomography Angiography (OCTA). METHOD The statistical analysis was performed by comparing OCTA measurements of 48 eyes of 48 euthymic patients followed up with a diagnosis of BD and in remission for at least 6 months, and 45 eyes of 45 age-matched healthy volunteers in the control group. Among the OCTA measurements compared were retinal vessel density analysis, foveal avascular zone measurements, retinal nerve fiber layer, radial peripapillary capillary plexus, ganglion cell-inner plexiform layer values. RESULTS In the multivariate regression model, such variables as nasal quadrant of retinal nerve fiber layer, inferior and nasal quadrants of radial peripapillary capillary plexus and superficial vessel density variables were determined to have a significant and independent effect in differentiating patients with BD from the participants in the healthy control group. CONCLUSION In the present study, for the first time, the OCTA method was used to compare both retinal neurodegeneration and vascularization measurements in those in the BD and the healthy groups. That the effects of drugs other than mood stabilizers were not taken into account is among the limitations of our study.
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Affiliation(s)
- Akkus Mustafa
- Department of Psychiatry, Faculty of Medicine, University of Erzincan Binali Yıldırım, Mengucek Gazi Education and Research Hospital, Erzincan, Turkey.
| | - Ucak Turgay
- Department of Ophthalmology, Sisli Hamidiye Etfal Training and Research Hospital, Istanbul, Turkey
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12
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Ai X, Yu P, Luo L, Sun J, Tao H, Wang X, Meng X. Berberis dictyophylla F. inhibits angiogenesis and apoptosis of diabetic retinopathy via suppressing HIF-1α/VEGF/DLL-4/Notch-1 pathway. JOURNAL OF ETHNOPHARMACOLOGY 2022; 296:115453. [PMID: 35697191 DOI: 10.1016/j.jep.2022.115453] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 05/28/2022] [Accepted: 06/08/2022] [Indexed: 06/15/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Xiao Bopi (XBP, སྐྱེར་བའི་བར་ཤུན།), as a classical Tibetan medicinal plant in China, which derived from the stem bark of Berberis dictyophylla F., has the function of "clearing heat and decreasing mKhris-pa". And it traditionally is utilized to treat the diabetes mellitus and its complications, such as diabetic retinopathy (DR). However, its underlying mechanisms remain unclear. AIM OF THE STUDY The purpose of this study aimed to explore the microvascular protection of water extract of XBP against the spontaneous retinal damage of db/db mice. Meanwhile, the underlying mechanisms of XBP on angiogenesis and apoptosis were further interpreted. MATERIALS AND METHODS We firstly used high-performance liquid chromatography to detected the representative chemical ingredients in the water extract of XBP. The DR model of db/db mice was then randomly divided into five groups: model group, calcium dobesilate (0.23 g/kg) group, and the water extract of XBP (0.375, 0.75 and 1.5 g/kg, respectively) groups. After 8 weeks of continuous administration, the parameters including body weight, fasting blood glucose, oral glucose tolerance test and insulin tolerance test were measured. The pathological changes and abnormal angiogenesis of the retina were detected by optical coherence tomography, HE, periodic acid-Schiff staining and transmission electron microscopy. Simultaneously, molecular docking was used to predict the potential connections between representative ingredients in XBP and angiogenesis/apoptosis-related proteins. The level of angiogenesis-related proteins and gene hypoxia-inducible factor-1α (HIF-1α), vascular endothelial growth (VEGF), delta-like ligand 4 (DLL-4) and Notch-1 were estimated by immunofluorescence analyses and real time-PCR. Further, TUNEL staining and immunofluorescence analyses were performed to investigate the apoptotic phenomenon and the expression of Bax, Bcl-2, Apaf-1, Cyto-c and cleaved caspase-3 and cleaved caspase-9 in the retina. RESULTS Phytochemical analysis revealed that magnoflorine, jatrorrhizine, palmatine and berberine were principally representative ingredients in XBP. The results demonstrated that XBP effectively increased glucose tolerance and insulin sensitivity, whereas no effect on body weight of DR mice. Moreover, retinal thickening, pathological and retinal ultrastructure changes in DR mice were evidently ameliorated by XBP. The molecular docking results demonstrated that the main components of XBP and the protein of angiogenesis and apoptosis had a potential bind. XBP restrained the gene and protein levels of HIF-1α, VEGF, DLL-4 and Notch-1 in retina. Additionally, the TUNEL-positive cell rate and the down-regulated proteins of Bax, Apaf-1, Cyto-c, cleaved Caspase-3 and cleaved Caspase 9 and increased Bcl-2 level were revised by XBP. CONCLUSIONS To sum up, the results suggested that XBP against DR could attribute to alleviating angiogenesis and apoptosis by suppressing the HIF-1α/VEGF/DLL-4/Notch-1 pathway. This evidence sheds a new light on the potential mechanisms of XBP in the treatment of DR.
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Affiliation(s)
- Xiaopeng Ai
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China; Department of Pharmacy, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637000, China
| | - Peiling Yu
- Department of Pharmacy, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637000, China
| | - Liuling Luo
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Jiayi Sun
- Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Honglin Tao
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Xiaobo Wang
- Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China.
| | - Xianli Meng
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China; Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China.
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Abstract
BACKGROUND Numerous symptoms of bipolar disorder are regulated by the circadian rhythm. Because of this association it is assumed that disruption of the circadian rhythm may be part of the pathomechanism of bipolar disorder. OBJECTIVES A comparison and subsequent critical discussion of the current data situation on chronobiological aspects of bipolar disorder are presented. METHODS A narrative literature search was carried out and the main findings are presented in a summarized form. RESULTS There are a large number of animal and human studies investigating the connection between disorders of the circadian rhythm and bipolar disorder. Especially chronotype, the environmental factor light and sleep disorders seem to be associated with the development of bipolar disorder. CONCLUSIONS The neurobiology of bipolar disorder shows numerous chronobiological aspects. There is evidence for a direct connection of disruption of the circadian rhythm and development and progression of bipolar disorder; however, at present there is no proof for the specificity of these findings for bipolar disorder. Future studies should consolidate the evidence on the impact of disorders of the circadian rhythm on the pathomechanism of bipolar disorder.
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14
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Retinal changes in bipolar disorder as an endophenotype candidate: Comparison of OCT-detected retinal changes in patients, siblings, and healthy controls. Psychiatry Res 2022; 313:114606. [PMID: 35561535 DOI: 10.1016/j.psychres.2022.114606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 04/26/2022] [Accepted: 05/02/2022] [Indexed: 11/22/2022]
Abstract
Optical coherence tomography (OCT) is a non-invasive imaging technique that detects retinal changes reflecting neurodegeneration. In recent studies in patients with bipolar disorder (BD) abnormal OCT findings have shown. In this study, we aimed to investigate the retinal changes in BD patients and their healthy siblings (HS) by comparing them with the healthy control (HC) group and to explore these findings as potential endophenotype candidates. 31 patients with BD, 31 age-matched HSs and 46 HCs were included and peripapillary retinal nerve fiber layer (RNFL), ganglion cell layer (GCL)+inner plexiform layer (IPL) and macular volume (MV) thicknesses were measured by OCT. The relationship between disease severity parameters, functionality and OCT measurements in the patient group was also investigated. In results, the mean RNFL thicknesses did not differ between groups. All GCL+IPL thicknesses were found to be significantly lower in the patient and sibling groups compared to the HCs. GCL+IPL thicknesses were significantly correlated with functionality of patients and severity of the disorder. Our findings suggest that analysis of retinal layers with OCT may be a beneficial indicator to show neuronal changes in BD and GCL+IPL may be a suitable endophenotype candidate.
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15
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Objective Diagnosis of Fibromyalgia Using Neuroretinal Evaluation and Artificial Intelligence. Int J Clin Health Psychol 2022; 22:100294. [PMID: 35281771 PMCID: PMC8873600 DOI: 10.1016/j.ijchp.2022.100294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 01/03/2022] [Indexed: 11/23/2022] Open
Abstract
Background/Objective This study aims to identify objective biomarkers of fibromyalgia (FM) by applying artificial intelligence algorithms to structural data on the neuroretina obtained using swept-source optical coherence tomography (SS-OCT). Method The study cohort comprised 29 FM patients and 32 control subjects. The thicknesses of complete retina, 3 retinal layers [ganglion cell layer (GCL+), GCL++ (between the inner limiting membrane and the inner nuclear layer boundaries) and retinal nerve fiber layer (RNFL)] and choroid in 9 areas around the macula were obtained using SS-OCT. Discriminant capacity was evaluated using the area under the curve (AUC) and the Relief algorithm. A diagnostic aid system with an automatic classifier was implemented. Results No significant difference (p ≥ .660) was found anywhere in the choroid. In the RNFL, a significant difference was found in the inner inferior region (p = .010). In the GCL+, GCL++ layers and complete retina, a significant difference was found in the 4 regions defining the inner ring: temporal, superior, nasal and inferior. Applying an ensemble RUSBoosted tree classifier to the features with greatest discriminant capacity achieved accuracy = .82 and AUC = .82. Conclusions This study identifies a potential novel objective and non-invasive biomarker of FM based on retina analysis using SS-OCT.
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16
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Cokunlu Y, Mirza E, Caliskan AM, Inanli I, Cicek IE, Ozcimen M, Eren I. Ganglion cell complex thickness changes in patients with different states of bipolar disorder. Eye (Lond) 2022; 36:1034-1041. [PMID: 33976400 PMCID: PMC9046408 DOI: 10.1038/s41433-021-01580-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 04/11/2021] [Accepted: 04/23/2021] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVES Neuroimaging studies in patients with bipolar disorder have suggested that a neuropathological process may be effective in this disease. Neurodegenerative changes in the retina can be followed by optical coherence tomography, a non-invasive imaging method that allows in vivo visualization of the retinal layers. The aim of this study was to investigate the possible differences in optical coherence tomography parameters during euthymic, manic, and depressive episodes in patients diagnosed with bipolar disorder. METHODS A total of 150 patients with bipolar disorder were included in the study, divided into three groups (50 patients in a euthymic state, 50 patients in a manic state, and 50 patients in a depressive state) and compared with 50 healthy controls. Ganglion cell complex thickness was measured with automated macular segmentation software of spectral-domain optical coherence tomography. RESULTS Ganglion cell complex thicknesses were thicker in all quadrants in patient groups than the control group but the differences were significant in perifoveal superior and perifoveal inferior quadrants (p < 0.001, p < 0.001). There were no differences in ganglion cell complex thickness among the patient groups (p > 0.05). CONCLUSION The evaluation of ganglion cell complex thickness by spectral-domain optical coherence tomography may give a clue for monitoring neurodegenerative changes in patients with bipolar disorder.
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Affiliation(s)
- Yusuf Cokunlu
- Clinic of Psychiatry, Konya Numune State Hospital, Konya, Turkey
| | - Enver Mirza
- grid.411124.30000 0004 1769 6008Department of Ophthalmology, Necmettin Erbakan University, Meram Faculty of Medicine, Konya, Turkey
| | - Ali Metehan Caliskan
- grid.415453.20000 0004 0419 2409Department of Psychiatry, University of Health Sciences, Konya Education and Research Hospital, Konya, Turkey
| | - Ikbal Inanli
- grid.415453.20000 0004 0419 2409Department of Psychiatry, University of Health Sciences, Konya Education and Research Hospital, Konya, Turkey
| | - Ismet Esra Cicek
- grid.415453.20000 0004 0419 2409Department of Psychiatry, University of Health Sciences, Konya Education and Research Hospital, Konya, Turkey
| | - Muammer Ozcimen
- grid.415453.20000 0004 0419 2409Department of Ophthalmology, University of Health Sciences, Konya Education and Research Hospital, Konya, Turkey
| | - Ibrahim Eren
- grid.411082.e0000 0001 0720 3140Department of Psychiatry, Faculty of Medicine, Bolu Abant Izzet Baysal University, Bolu, Turkey
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17
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McCarthy MJ, Gottlieb JF, Gonzalez R, McClung CA, Alloy LB, Cain S, Dulcis D, Etain B, Frey BN, Garbazza C, Ketchesin KD, Landgraf D, Lee H, Marie‐Claire C, Nusslock R, Porcu A, Porter R, Ritter P, Scott J, Smith D, Swartz HA, Murray G. Neurobiological and behavioral mechanisms of circadian rhythm disruption in bipolar disorder: A critical multi-disciplinary literature review and agenda for future research from the ISBD task force on chronobiology. Bipolar Disord 2022; 24:232-263. [PMID: 34850507 PMCID: PMC9149148 DOI: 10.1111/bdi.13165] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
AIM Symptoms of bipolar disorder (BD) include changes in mood, activity, energy, sleep, and appetite. Since many of these processes are regulated by circadian function, circadian rhythm disturbance has been examined as a biological feature underlying BD. The International Society for Bipolar Disorders Chronobiology Task Force (CTF) was commissioned to review evidence for neurobiological and behavioral mechanisms pertinent to BD. METHOD Drawing upon expertise in animal models, biomarkers, physiology, and behavior, CTF analyzed the relevant cross-disciplinary literature to precisely frame the discussion around circadian rhythm disruption in BD, highlight key findings, and for the first time integrate findings across levels of analysis to develop an internally consistent, coherent theoretical framework. RESULTS Evidence from multiple sources implicates the circadian system in mood regulation, with corresponding associations with BD diagnoses and mood-related traits reported across genetic, cellular, physiological, and behavioral domains. However, circadian disruption does not appear to be specific to BD and is present across a variety of high-risk, prodromal, and syndromic psychiatric disorders. Substantial variability and ambiguity among the definitions, concepts and assumptions underlying the research have limited replication and the emergence of consensus findings. CONCLUSIONS Future research in circadian rhythms and its role in BD is warranted. Well-powered studies that carefully define associations between BD-related and chronobiologically-related constructs, and integrate across levels of analysis will be most illuminating.
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Affiliation(s)
- Michael J. McCarthy
- UC San Diego Department of Psychiatry & Center for Circadian BiologyLa JollaCaliforniaUSA
- VA San Diego Healthcare SystemSan DiegoCaliforniaUSA
| | - John F. Gottlieb
- Department of PsychiatryFeinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
| | - Robert Gonzalez
- Department of Psychiatry and Behavioral HealthPennsylvania State UniversityHersheyPennsylvaniaUSA
| | - Colleen A. McClung
- Department of PsychiatryUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Lauren B. Alloy
- Department of PsychologyTemple UniversityPhiladelphiaPennsylvaniaUSA
| | - Sean Cain
- School of Psychological Sciences and Turner Institute for Brain and Mental HealthMonash UniversityMelbourneVictoriaAustralia
| | - Davide Dulcis
- UC San Diego Department of Psychiatry & Center for Circadian BiologyLa JollaCaliforniaUSA
| | - Bruno Etain
- Université de ParisINSERM UMR‐S 1144ParisFrance
| | - Benicio N. Frey
- Department Psychiatry and Behavioral NeuroscienceMcMaster UniversityHamiltonOntarioCanada
| | - Corrado Garbazza
- Centre for ChronobiologyPsychiatric Hospital of the University of Basel and Transfaculty Research Platform Molecular and Cognitive NeurosciencesUniversity of BaselBaselSwitzerland
| | - Kyle D. Ketchesin
- Department of PsychiatryUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Dominic Landgraf
- Circadian Biology GroupDepartment of Molecular NeurobiologyClinic of Psychiatry and PsychotherapyUniversity HospitalLudwig Maximilian UniversityMunichGermany
| | - Heon‐Jeong Lee
- Department of Psychiatry and Chronobiology InstituteKorea UniversitySeoulSouth Korea
| | | | - Robin Nusslock
- Department of Psychology and Institute for Policy ResearchNorthwestern UniversityChicagoIllinoisUSA
| | - Alessandra Porcu
- UC San Diego Department of Psychiatry & Center for Circadian BiologyLa JollaCaliforniaUSA
| | | | - Philipp Ritter
- Clinic for Psychiatry and PsychotherapyCarl Gustav Carus University Hospital and Technical University of DresdenDresdenGermany
| | - Jan Scott
- Institute of NeuroscienceNewcastle UniversityNewcastleUK
| | - Daniel Smith
- Division of PsychiatryUniversity of EdinburghEdinburghUK
| | - Holly A. Swartz
- Department of PsychiatryUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Greg Murray
- Centre for Mental HealthSwinburne University of TechnologyMelbourneVictoriaAustralia
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18
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Satue M, Fuentes JL, Vilades E, Orduna E, Vicente MJ, Cordon B, Perez-Velilla J, Garcia-Campayo J J, Garcia-Martin E. Evaluation of progressive retinal degeneration in Bipolar disorder patients over a period of 5 years. Curr Eye Res 2022; 47:1061-1067. [PMID: 35438020 DOI: 10.1080/02713683.2022.2064513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
PURPOSE To quantify visual and retinal changes in patients with bipolar disorder (BD) over 5 years, compared with controls. METHODS Thirty-eight patients with BD and 122 healthy subjects underwent visual acuity (VA) evaluation, contrast sensitivity vision testing (CSV) with the Pelli Robson and CSV 1000E tests, and retinal thicknesses measurement (ganglion cell layer - GCL- and retinal nerve fiber layer -RNFL-) using Spectralis Optical Coherence Tomography (OCT). All subjects were re-evaluated after 5 years. The relationship between progressive structural changes and disease duration was analysed. RESULTS Visual function parameters in BD patients remained unchanged during the follow up period. A progressive decrease affecting macular and peripapillary RNFL thickness (p < 0.050) was observed in patients. Progressive changes in BD were more pronounced when compared with healthy controls (p < 0.050). A significant correlation between GCL thickness changes and disease duration was found (GCL outer temporal, r=-0.680, p = 0.016; GCL central, r=-0.540, p = 0.038). CONCLUSIONS Progressive axonal loss was detected in BD patients. Visual function parameters were not affected after the 5-year follow up. Despite observed changes in the neuroretina of patients with BD, axonal degeneration in these patients seemed to be mild and might be slowed down by other factors such as BD treatments.
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Affiliation(s)
- Maria Satue
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
| | - Juan Luis Fuentes
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
| | - Elisa Vilades
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
| | - Elvira Orduna
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
| | - Maria José Vicente
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
| | - Beatriz Cordon
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
| | - Javier Perez-Velilla
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
| | - Javier Garcia-Campayo J
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain).,Psychiatry Department, Red de Investigación en Atención primaria (REDIAPP), Miguel Servet University Hospital, Zaragoza, Spain
| | - Elena Garcia-Martin
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research and Innovative Group (GIMSO). Aragon Institute for Health Research (IIS Aragón). University of Zaragoza. Zaragoza (Spain)
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Hsu TW, Bai YM, Tsai SJ, Chen TJ, Liang CS, Chen MH. Risk of retinal disease in patients with bipolar disorder: A nationwide cohort study. Psychiatry Clin Neurosci 2022; 76:106-113. [PMID: 34994991 DOI: 10.1111/pcn.13326] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 12/06/2021] [Accepted: 12/21/2021] [Indexed: 12/13/2022]
Abstract
AIMS Patients with brain diseases have been associated with several retinal abnormalities. This study aimed to assess the risk of retinal diseases in patients with bipolar disorder (BD). METHODS This nationwide cohort of 73,271 patients with BD was enrolled between 2001 and 2009. To identify newly diagnosed retinal diseases, the patients were followed to the end of 2011. The control group included 293,084 patients, matched for demographic characteristics and medical and ophthalmological comorbidities. The Kaplan-Meier method was used to estimate incidence rates of retinal diseases. Cox regression was applied to calculate the hazard ratios (HRs) with 95% confidence intervals (CIs) after adjusting for confounders. RESULTS Patients with BD had higher incidence rates of any retinal disease than the controls (1.27% vs 0.48%, P < 0.001), and retinal diseases were diagnosed at a young age (54.23 years [±12.68 years] vs 57.01 years [±13.12 years], P < 0.001). After adjusting for demographic characteristics, physical and ophthalmological comorbidities, and medications, the HR was 3.24 (95% CI, 2.18-4.82) for retinal detachment, 2.35 (95% CI, 1.83-3.03) for primary retinopathy, 2.26 (95% CI, 1.91-2.68) for diabetes retinopathy, 2.39 (95% CI, 1.49-3.82) for hypertensive retinopathy, and 3.46 (95% CI, 2.45-4.89) for retinal vascular complications in patients with BD vs controls. The cumulative daily dose of bipolar medications was not associated with the incidence of any retinal disease. CONCLUSION Patients with BD were associated with a higher risk of retinal detachment, primary retinopathy, diabetes retinopathy, hypertensive retinopathy, and retinal vascular complications than the controls. Further studies are needed to examine the mechanisms mediating these retinal diseases in patients with BD.
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Affiliation(s)
- Tien-Wei Hsu
- Department of Psychiatry, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Ya-Mei Bai
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan
| | - Shih-Jen Tsai
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan
| | - Tzeng-Ji Chen
- Department of Psychiatry, Beitou Branch, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan
| | - Chih-Sung Liang
- Department of Family Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Hospital and Health Care Administration, National Yang-Ming University, Taipei, Taiwan
| | - Mu-Hong Chen
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan
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20
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Gross G, Tursini K, Albuisson E, Angioi-Duprez K, Conart JB, Louis Dorr V, Schwan R, Schwitzer T. Bipolar disorders and retinal electrophysiological markers (BiMAR): Study protocol for a comparison of electroretinogram measurements between subjects with bipolar disorder and a healthy control group. Front Psychiatry 2022; 13:960512. [PMID: 36159928 PMCID: PMC9492949 DOI: 10.3389/fpsyt.2022.960512] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 08/11/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Bipolar disorders (BD) is a common, chronic and disabling psychiatric condition. In addition to being characterized by significant clinical heterogeneity, notable disturbances of sleep and cognitive function are frequently observed in all phases of the disease. Currently, there is no readily available biomarker in current clinical practice to help diagnose or predict the disease course. Thus, identification of biomarkers in BD is today a major challenge. In this context, the study of electrophysiological biomarkers based on electroretinogram (ERG) measurements in BD seems highly promising. The BiMAR study aims to compare electrophysiological data measured with ERG between a group of euthymic patients with BD and a group of healthy control subjects. Secondarily, we will also describe the existing potential relationship between clinical, sleep and neuropsychological phenotypes of patients and electrophysiological data. METHODS The BiMAR study is a comparative and monocentric study carried out at the Expert Center for BD in Nancy, France. In total, 70 euthymic adult patients with BD and 70 healthy control subjects will be recruited. Electrophysiological recordings with ERG and electroencephalogram (EEG) will be performed with a virtual reality headset after a standardized clinical evaluation to all participants. Then, an actigraphic monitoring of 21 consecutive days will be carried out. At the end of this period a neuropsychological evaluation will be performed during a second visit. The primary outcome will be electrophysiological measurements with ERG flash and pattern. Secondary outcomes will be EEG data, sleep settings, clinical and neuropsychological assessments. For patients only, a complementary ancillary study, carried out at the University Hospital of Nancy, will be proposed to assess the retinal structure and microvascularization using Optical Coherence Tomography. Recruitment started in January 2022 and will continue until the end of July 2023. DISCUSSION The BiMAR study will contribute to identifying candidate ERG electrophysiological markers for helping the diagnosis of BD and identify subgroups of patients with different clinical profiles. Eventually, this would allow earlier diagnosis and personalized therapeutic interventions. CLINICAL TRIAL REGISTRATION The study is registered at Clinicaltrials.gov, NCT05161546, on 17 December 2021 (https://clinicaltrials.gov/ct2/show/NCT05161546).
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Affiliation(s)
- Grégory Gross
- Pôle Hospitalo-Universitaire de Psychiatrie d'Adultes et d'addictologie du Grand Nancy, Centre Psychothérapique de Nancy, Laxou, France.,INSERM U1254, Unité d'Imagerie Adaptative Diagnostique et Interventionnelle, Nancy, France.,Faculté de Médecine, Université de Lorraine, Nancy, France.,Fondation FondaMental, Créteil, France
| | - Katelyne Tursini
- INSERM U1254, Unité d'Imagerie Adaptative Diagnostique et Interventionnelle, Nancy, France
| | - Eliane Albuisson
- DRCI, Unité de Méthodologie, Data Management et Statistique UMDS, CHRU de Nancy, Nancy, France
| | | | | | | | - Raymund Schwan
- Pôle Hospitalo-Universitaire de Psychiatrie d'Adultes et d'addictologie du Grand Nancy, Centre Psychothérapique de Nancy, Laxou, France.,INSERM U1254, Unité d'Imagerie Adaptative Diagnostique et Interventionnelle, Nancy, France.,Faculté de Médecine, Université de Lorraine, Nancy, France.,Fondation FondaMental, Créteil, France
| | - Thomas Schwitzer
- Pôle Hospitalo-Universitaire de Psychiatrie d'Adultes et d'addictologie du Grand Nancy, Centre Psychothérapique de Nancy, Laxou, France.,INSERM U1254, Unité d'Imagerie Adaptative Diagnostique et Interventionnelle, Nancy, France.,Faculté de Médecine, Université de Lorraine, Nancy, France.,Fondation FondaMental, Créteil, France
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21
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Kilicarslan T, Sahan E, Kirik F, Guler EM, Kurtulmus A, Yildiz FBP, Ozdemir MH, Kocyigit A, Kirpinar I. The relation of optical coherence tomography findings with oxidative stress parameters in patients with bipolar disorder and unaffected first-degree relatives. J Affect Disord 2022; 296:283-290. [PMID: 34628249 DOI: 10.1016/j.jad.2021.09.065] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/12/2021] [Accepted: 09/21/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND We aimed to evaluate the optical coherence tomography(OCT) findings and oxidative stress parameters in patients with bipolar disorder(BD) and their unaffected first-degree relatives(FDRs) and to explore OCT findings and oxidative stress parameters as potential endophenotype candidates. METHODS Fifty patients with BD, 40 FDRs of BD, and 50 healthy controls(HCs) were included. OCT was performed to measure peripapillary retinal nerve fiber layer(RNFL), ganglion cell layer(GCL), inner plexiform layer(IPL), central macular, and minimum foveal thicknesses(CMT and MFT), choroidal thickness(ChT). 4-hydroxy-2-nonenal(HNE), total thiol(TT), native thiol(NT), total oxidant status(TOS), total antioxidant status(TAS), disulfide(DIS) and oxidative stress index(OSI) were measured from serum samples. RESULTS TOS was higher patients with BD and FDRs than HCs (p < .001 and p = .012, respectively). OSI, DIS, HNE levels were higher patients with BD and FDRs than HCs (p < .001). TAS, TT, NT levels were lower patients and FDRs than HCs (p < .001). MFT of patients was thinner than HCs (p = .001). CMT of patients was thinner than HCs (p = .006); the same trend was observed in FDRs but did not reach the statistical significance level (p = .07). The groups did not differ on RNFL and choroidal thickness or GCL and IPL volume. LIMITATIONS Evaluation of only a few retinal layers. CONCLUSIONS TOS, TAS, OSI, TT, NT, DIS, HNE can be useful endophenotype biomarkers in BD. Among the OCT findings, CMT was determined as the closest parameter to being an endophenotype biomarker. Our study corroborates that oxidative stress parameters are more effective than OCT findings in endophenotype studies.
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Affiliation(s)
- Tezer Kilicarslan
- Department of Psychiatry, Igdir State Hospital, Igdir, Turkey; Faculty of Medicine, Department of Psychiatry, Bezmialem Vakif University, Istanbul, Turkey.
| | - Ebru Sahan
- Faculty of Medicine, Department of Psychiatry, Marmara University, Istanbul, Turkey
| | - Furkan Kirik
- Faculty of Medicine, Department of Ophthalmology, Bezmialem Vakif University, Istanbul, Turkey
| | - Eray Metin Guler
- Hamidiye Faculty of Medicine, Haydarpaşa Numune Health Application and Research Center, Department of Medical Biochemistry, University of Health Sciences Turkey, Istanbul, Turkey
| | - Ayse Kurtulmus
- Goztepe Training and Research Hospital, Istanbul Medeniyet University, Istanbul, Turkey
| | | | - Mehmet Hakan Ozdemir
- Faculty of Medicine, Department of Ophthalmology, Bezmialem Vakif University, Istanbul, Turkey
| | - Abdurrahim Kocyigit
- Faculty of Medicine, Department of Medical Biochemistry, Bezmialem Vakif University, Istanbul, Turkey
| | - Ismet Kirpinar
- Faculty of Medicine, Department of Psychiatry, Bezmialem Vakif University, Istanbul, Turkey
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22
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Koman-Wierdak E, Róg J, Brzozowska A, Toro MD, Bonfiglio V, Załuska-Ogryzek K, Karakuła-Juchnowicz H, Rejdak R, Nowomiejska K. Analysis of the Peripapillary and Macular Regions Using OCT Angiography in Patients with Schizophrenia and Bipolar Disorder. J Clin Med 2021; 10:4131. [PMID: 34575242 PMCID: PMC8472507 DOI: 10.3390/jcm10184131] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 09/03/2021] [Accepted: 09/07/2021] [Indexed: 01/16/2023] Open
Abstract
PURPOSE To measure RNFL and vasculature around the optic disc and in the macula in patients with schizophrenia (SZ) and bipolar disorder (BD) using optical coherence tomography angiography (OCTA). METHODS 24 eyes of patients with SZ and 16 eyes of patients with BD as well as 30 eyes of healthy subjects were examined with OCTA. The radiant peripapillary capillary (RPC) density and RNFL thickness were measured in the peripapillary area. Moreover, macular thickness and vessel density were measured in both superficial and deep layers. RESULTS Significantly decreased values of vessel density in the macular deep vascular complex were found in the eyes of patients with SZ, compared to BD and the control group. The macular thickness in the whole vascular complex and in the fovea was significantly lower in SZ and BD group than in the control group. The radiant peripapillary vascular density and RNFL thickness were similar across groups. CONCLUSIONS The retinal microvascular dysfunction occurs in the macula in patients with SZ and BD, but not around optic disc. OCTA can become an essential additional diagnostic tool in detection of psychiatric disorders.
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Affiliation(s)
- Edyta Koman-Wierdak
- Department of General Ophthalmology, Medical University of Lublin, 20-079 Lublin, Poland; (M.D.T.); (R.R.); (K.N.)
| | - Joanna Róg
- Department of Psychiatry, Psychotherapy and Early Intervention, Medical University of Lublin, 20-079 Lublin, Poland; (J.R.); (H.K.-J.)
| | - Agnieszka Brzozowska
- Department of Mathematics and Medical Biostatistics, Medical University of Lublin, 20-079 Lublin, Poland;
| | - Mario Damiano Toro
- Department of General Ophthalmology, Medical University of Lublin, 20-079 Lublin, Poland; (M.D.T.); (R.R.); (K.N.)
- Department of Ophthalmology, University of Zurich, 8091 Zurich, Switzerland
| | - Vincenza Bonfiglio
- Department of Experimental Biomedicine and Clinical Neuroscience, Ophthalmology Section, University of Palermo, 90127 Palermo, Italy;
| | | | - Hanna Karakuła-Juchnowicz
- Department of Psychiatry, Psychotherapy and Early Intervention, Medical University of Lublin, 20-079 Lublin, Poland; (J.R.); (H.K.-J.)
| | - Robert Rejdak
- Department of General Ophthalmology, Medical University of Lublin, 20-079 Lublin, Poland; (M.D.T.); (R.R.); (K.N.)
| | - Katarzyna Nowomiejska
- Department of General Ophthalmology, Medical University of Lublin, 20-079 Lublin, Poland; (M.D.T.); (R.R.); (K.N.)
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23
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Automatic Diagnosis of Bipolar Disorder Using Optical Coherence Tomography Data and Artificial Intelligence. J Pers Med 2021; 11:jpm11080803. [PMID: 34442447 PMCID: PMC8402059 DOI: 10.3390/jpm11080803] [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: 07/28/2021] [Accepted: 08/16/2021] [Indexed: 01/01/2023] Open
Abstract
Background: The aim of this study is to explore an objective approach that aids the diagnosis of bipolar disorder (BD), based on optical coherence tomography (OCT) data which are analyzed using artificial intelligence. Methods: Structural analyses of nine layers of the retina were analyzed in 17 type I BD patients and 42 controls, according to the areas defined by the Early Treatment Diabetic Retinopathy Study (ETDRS) chart. The most discriminating variables made up the feature vector of several automatic classifiers: Gaussian Naive Bayes, K-nearest neighbors and support vector machines. Results: BD patients presented retinal thinning affecting most layers, compared to controls. The retinal thickness of the parafoveolar area showed a high capacity to discriminate BD subjects from healthy individuals, specifically for the ganglion cell (area under the curve (AUC) = 0.82) and internal plexiform (AUC = 0.83) layers. The best classifier showed an accuracy of 0.95 for classifying BD versus controls, using as variables of the feature vector the IPL (inner nasal region) and the INL (outer nasal and inner inferior regions) thickness. Conclusions: Our patients with BD present structural alterations in the retina, and artificial intelligence seem to be a useful tool in BD diagnosis, but larger studies are needed to confirm our findings.
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24
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Retinal structural changes in mood disorders: The optical coherence tomography to better understand physiopathology? Prog Neuropsychopharmacol Biol Psychiatry 2021; 108:110080. [PMID: 32827610 DOI: 10.1016/j.pnpbp.2020.110080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 08/14/2020] [Accepted: 08/17/2020] [Indexed: 12/28/2022]
Abstract
BACKGROUND Mood disorders are particularly common, disabling conditions. Diagnosis can be difficult as it may involve different pathophysiological assumptions. This could explain why such disorders are resistant to treatment. The retina is part of the central nervous system and shares a common embryonic origin with the brain. Optical coherence tomography (OCT) is an imaging technique for analysing the different layers of the retina. We reviewed studies that examined the retina with OCT in mood disorders. METHODS We conducted Pubmed search and additional manual research based on the bibliography in each of selected articles. We found and analysed 11 articles relevant to our subject. RESULTS This literature review confirms that it is possible to use OCT to detect neurodegeneration and neuroinflammation in mood disorders. Their impact is thought to depend on the duration and severity of the disease, and whether it is in acute or chronic stage. The differences seen in studies dealing with depression and those looking at bipolar disorder may reflect the particular characteristics of each disorder. A number of OCT parameters can be proposed as biomarkers of active or chronic inflammation and neurodegeneration. Markers of predisposition to an at-risk mental state are also suggested. LIMITATIONS The main limitation is selection bias, studies including more varied population would help to confirm and precise these results. CONCLUSION OCT is thus a particularly promising tool for evaluating some of the etiopathogenetic mechanisms involved in mood disorders. The combination with other approaches could help to find more specific biomarkers.
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25
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Orduna-Hospital E, Cordón B, Vilades E, Garcia-Martin E, Garcia-Campayo J, López-Del-Hoyo Y, Polo V, Larrosa JM, Pablo LE, Satue M. Ganglion Cell and Retinal Nerve Fiver Layers Correlated with Time Disease of Bipolar Disorder Using 64 Cell Grid OCT Tool. Curr Eye Res 2021; 46:1214-1222. [PMID: 33455447 DOI: 10.1080/02713683.2021.1877313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
MATERIALS AND METHODS Twenty-five eyes of 25 patients with bipolar disorder and 74 eyes of 74 healthy controls underwent retinal measurements of retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL) thickness. Measurements were obtained using the Spectralis-OCT device with the new Posterior Pole protocol which assesses the macular area by analyzing retinal thickness in a grid of 64 (8*8) cells. RESULTS Significant differences (p < 0.05) in RNFL and GCL thickness were found between BD patients and healthy controls, in parafoveal and perifoveal cells respectively. Significant inverse correlations were found between RNFL and GCL thinning at their thickest location and the duration of bipolar disorder. Several predictive variables were observed with a binary logistic regression for the presence/absence of BD: cell 1.3 RNFL (p = 0.028) and GCL in cells 7.8 (p = 0.012), 2.7 (p = 0.043) and 1.3 (p = 0.047). CONCLUSION Posterior Pole OCT protocol is a useful tool to assess changes in the inner retinal layers in bipolar disorder. These observed changes, especially those affecting the GCL, may be associated with disease evolution and may be predictive of the presence of the disease. OCT data could potentially be a useful tool for clinicians to diagnose and monitor BD patients.
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Affiliation(s)
- Elvira Orduna-Hospital
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Beatriz Cordón
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Elisa Vilades
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Elena Garcia-Martin
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | | | - Yolanda López-Del-Hoyo
- Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
| | - Vicente Polo
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Jose M Larrosa
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Luis E Pablo
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Maria Satue
- Miguel Servet Ophthalmology Research and Innovative Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
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26
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Gavín A, Garcia-Martin E, Garcia-Campayo J, Viladés E, Orduna E, Satué M. The use of optical coherence tomography in the evaluation of patients with bipolar disorder. ACTA ACUST UNITED AC 2020; 96:141-151. [PMID: 32912807 DOI: 10.1016/j.oftal.2020.07.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 07/12/2020] [Indexed: 11/16/2022]
Abstract
Bipolar disorder (BD) is a mental disorder characterised by episodes of extremal mood changes. In recent years, some researchers found neurodegeneration in patients with BD using Magnetic Resonance Imaging. Evaluation of the optic nerve and the retinal layers using optical coherence tomography (OCT) has proved to be a useful, non-invasive tool for diagnosis and monitoring of neurodegenerative diseases. Accordingly, a decrease in the retinal nerve fibre layer and the ganglion cell complex measured by OCT was found in patients with BD in different studies, suggesting that BD is a neurodegenerative process in addition to a psychiatric disorder. Therefore, the neuro-ophthalmological evaluation of these patients could be used as a marker for diagnosis of this disease. This work analyses literature on retinal degeneration in bipolar disorder patients, and evaluates the ability of OCT devices in the detection of neuronal degeneration affecting the different retinal layers in these patients, and its possible role in the diagnosis and monitoring of the disease.
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Affiliation(s)
- A Gavín
- Servicio de Oftalmología, Hospital Universitario Miguel Servet, Zaragoza, España; Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Grupo de Investigación e Innovación Miguel Servet Oftalmología (GIMSO), Zaragoza, España.
| | - E Garcia-Martin
- Servicio de Oftalmología, Hospital Universitario Miguel Servet, Zaragoza, España; Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Grupo de Investigación e Innovación Miguel Servet Oftalmología (GIMSO), Zaragoza, España
| | - J Garcia-Campayo
- Servicio de Psiquiatría, Hospital Universitario Miguel Servet, Zaragoza, España; Departamento de Psicología y Sociología, facultad de ciencias sociales y humanas, Universidad de Zaragoza, Zaragoza, España
| | - E Viladés
- Servicio de Oftalmología, Hospital Universitario Miguel Servet, Zaragoza, España; Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Grupo de Investigación e Innovación Miguel Servet Oftalmología (GIMSO), Zaragoza, España
| | - E Orduna
- Servicio de Oftalmología, Hospital Universitario Miguel Servet, Zaragoza, España; Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Grupo de Investigación e Innovación Miguel Servet Oftalmología (GIMSO), Zaragoza, España
| | - M Satué
- Servicio de Oftalmología, Hospital Universitario Miguel Servet, Zaragoza, España; Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Grupo de Investigación e Innovación Miguel Servet Oftalmología (GIMSO), Zaragoza, España
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27
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Silverstein SM, Demmin DL, Schallek JB, Fradkin SI. Measures of Retinal Structure and Function as Biomarkers in Neurology and Psychiatry. Biomark Neuropsychiatry 2020. [DOI: 10.1016/j.bionps.2020.100018] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
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28
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Bannai D, Lizano P, Kasetty M, Lutz O, Zeng V, Sarvode S, Kim LA, Hill S, Tamminga C, Clementz B, Gershon E, Pearlson G, Miller JB, Keshavan M. Retinal layer abnormalities and their association with clinical and brain measures in psychotic disorders: A preliminary study. Psychiatry Res Neuroimaging 2020; 299:111061. [PMID: 32145500 PMCID: PMC7183910 DOI: 10.1016/j.pscychresns.2020.111061] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 02/24/2020] [Accepted: 02/27/2020] [Indexed: 01/06/2023]
Abstract
Studies utilizing optical coherence tomography (OCT) in psychosis have identified abnormalities in retinal cytoarchitecture. We aim to analyze retinal layer topography in psychosis and its correlation with clinical and imaging parameters. Macular retinal images were obtained via OCT in psychosis probands (n = 25) and healthy controls (HC, n = 15). Clinical, cognitive and structural MRI data were collected from participants. No thinning was noted for the retinal nerve fiber, ganglion cell or inner plexiform layers. We found significant thinning in the right inner temporal, right central, and left inner superior quadrants of the outer nuclear layer (ONL) in probands compared to HC. Thickening of the outer plexiform layer (OPL) was observed in the right inner temporal, left inner superior, and left inner temporal quadrants. The right inner temporal and left inner superior quadrants of both the OPL and ONL showed significant inverse correlations. Retinal pigment epithelium thinning correlated with worse mania symptoms, and thinning in the ONL was associated with worse cognitive function. ONL thinning was also associated with smaller total brain and white matter volume. Our findings suggest that outer retinal layers may provide additional insights into the pathophysiology of psychosis, possibly reflecting synaptic or inflammatory aberrations that lead to retinal pathologies.
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Affiliation(s)
- Deepthi Bannai
- Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Paulo Lizano
- Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Megan Kasetty
- Harvard Retinal Imaging Lab, Massachusetts Eye and Ear, Boston, MA, USA
| | - Olivia Lutz
- Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Victor Zeng
- Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Suraj Sarvode
- Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Leo A Kim
- Retina Service, Department of Opthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Scot Hill
- Department of Psychology, Rosalind Franklin University, Chicago, IL, USA
| | - Carol Tamminga
- Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, USA
| | - Brett Clementz
- Department of Psychology, University of Georgia, Athens, GA, USA
| | - Elliot Gershon
- Department of Psychiatry and Behavioral Neurosciences, University of Chicago, IL, USA
| | | | - John B Miller
- Harvard Retinal Imaging Lab, Massachusetts Eye and Ear, Boston, MA, USA; Retina Service, Department of Opthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Matcheri Keshavan
- Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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29
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Almonte MT, Capellàn P, Yap TE, Cordeiro MF. Retinal correlates of psychiatric disorders. Ther Adv Chronic Dis 2020; 11:2040622320905215. [PMID: 32215197 PMCID: PMC7065291 DOI: 10.1177/2040622320905215] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 01/08/2020] [Indexed: 12/27/2022] Open
Abstract
Diagnosis and monitoring of psychiatric disorders rely heavily on subjective self-reports of clinical symptoms, which are complicated by the varying consistency of accounts reported by patients with an impaired mental state. Hence, more objective and quantifiable measures have been sought to provide clinicians with more robust methods to evaluate symptomology and track progression of disease in response to treatments. Owing to the shared origins of the retina and the brain, it has been suggested that changes in the retina may correlate with structural and functional changes in the brain. Vast improvements in retinal imaging, namely optical coherence tomography (OCT) and electrodiagnostic technology, have made it possible to investigate the eye at a microscopic level, allowing for the investigation of potential biomarkers in vivo. This review provides a summary of retinal biomarkers associated with schizophrenia, bipolar disorder and major depression, demonstrating how retinal biomarkers may be used to complement existing methods and provide structural markers of pathophysiological mechanisms that underpin brain dysfunction in psychiatric disorders.
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Affiliation(s)
- Melanie T. Almonte
- Western Eye Hospital, Imperial College Healthcare NHS Trust (ICHNT), London, UK
- Imperial College Ophthalmic Research Group (ICORG), Imperial College London, UK
| | | | - Timothy E. Yap
- Western Eye Hospital, Imperial College Healthcare NHS Trust (ICHNT), London, UK
- Imperial College Ophthalmic Research Group (ICORG), Imperial College London, UK
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Lizano P, Bannai D, Lutz O, Kim LA, Miller J, Keshavan M. A Meta-analysis of Retinal Cytoarchitectural Abnormalities in Schizophrenia and Bipolar Disorder. Schizophr Bull 2020; 46:43-53. [PMID: 31112601 PMCID: PMC6942159 DOI: 10.1093/schbul/sbz029] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Schizophrenia (SZ) and bipolar disorder (BD) are characterized by reductions in gray matter and white matter. Limitations in brain imaging have led researchers to use optical coherence tomography (OCT) to explore retinal imaging biomarkers of brain pathology. We examine the retinal layers that may be associated with SZ or BD. METHODS Articles identified using PubMed, Web of Science, Cochrane Database. Twelve studies met inclusion for acutely/chronically ill patients. We used fixed or random effects meta-analysis for probands (SZ and BD), SZ or BD eyes vs healthy control (HC) eyes. We adjusted for sources of bias, cross-validated results, and report standardized mean differences (SMD). Statistical analysis performed using meta package in R. RESULTS Data from 820 proband eyes (SZ = 541, BD = 279) and 904 HC eyes were suitable for meta-analysis. The peripapillary retinal nerve fiber layer (RNFL) showed significant thinning in SZ and BD eyes compared to HC eyes (n = 12, SMD = -0.74, -0.51, -1.06, respectively). RNFL thinning was greatest in the nasal, temporal, and superior regions. The combined peripapillary ganglion cell layer and inner plexiform layer (GCL-IPL) showed significant thinning in SZ and BD eyes compared to HC eyes (n = 4, SMD = -0.39, -0.44, -0.28, respectively). No statistically significant differences were identified in other retinal or choroidal regions. Clinical variables were unrelated to the RNFL or GCL-IPL thickness by meta-regression. CONCLUSION The observed retinal layer thinning is consistent with the classic gray- and white-matter atrophy observed on neuroimaging in SZ and BD patients. OCT may be a useful biomarker tool in studying the neurobiology of psychosis.
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Affiliation(s)
- Paulo Lizano
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA,Department of Psychiatry, Harvard Medical School, Boston, MA,To whom correspondence should be addressed; Department of Psychiatry, Beth Israel Deaconess Medical Center, 330 Brookline Ave, KS253, Boston, MA 02215, US; tel: 201-776-6708, fax: 617-667-2808, e-mail:
| | - Deepthi Bannai
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA
| | - Olivia Lutz
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA
| | - Leo A Kim
- Retina Service, Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - John Miller
- Retina Service, Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Matcheri Keshavan
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA,Department of Psychiatry, Harvard Medical School, Boston, MA
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Appaji A, Nagendra B, Chako DM, Padmanabha A, Jacob A, Hiremath CV, Varambally S, Kesavan M, Venkatasubramanian G, Rao SV, Webers CAB, Berendschot TTJM, Rao NP. Examination of retinal vascular trajectory in schizophrenia and bipolar disorder. Psychiatry Clin Neurosci 2019; 73:738-744. [PMID: 31400288 DOI: 10.1111/pcn.12921] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 07/24/2019] [Accepted: 08/06/2019] [Indexed: 12/11/2022]
Abstract
AIM Evidence suggests microvascular dysfunction (wider retinal venules and narrower arterioles) in schizophrenia (SCZ) and bipolar disorder (BD). The vascular development is synchronous with neuronal development in the retina and brain. The retinal vessel trajectory is related to retinal nerve fiber layer thinning and cerebrovascular abnormalities in SCZ and BD and has not yet been examined. Hence, in this study we examined the retinal vascular trajectory in SCZ and BD in comparison with healthy volunteers (HV). METHODS Retinal images were acquired from 100 HV, SCZ patients, and BD patients, respectively, with a non-mydriatic fundus camera. Images were quantified to obtain the retinal arterial and venous trajectories using a validated, semiautomated algorithm. Analysis of covariance and regression analyses were conducted to examine group differences. A supervised machine-learning ensemble of bagged-trees method was used for automated classification of trajectory values. RESULTS There was a significant difference among groups in both the retinal venous trajectory (HV: 0.17 ± 0.08; SCZ: 0.25 ± 0.17; BD: 0.27 ± 0.20; P < 0.001) and the arterial trajectory (HV: 0.34 ± 0.15; SCZ: 0.29 ± 0.10; BD: 0.29 ± 0.11; P = 0.003) even after adjusting for age and sex (P < 0.001). On post-hoc analysis, the SCZ and BD groups differed from the HV on retinal venous and arterial trajectories, but there was no difference between SCZ and BD patients. The machine learning showed an accuracy of 86% and 73% for classifying HV versus SCZ and BD, respectively. CONCLUSION Smaller trajectories of retinal arteries indicate wider and flatter curves in SCZ and BD. Considering the relation between retinal/cerebral vasculatures and retinal nerve fiber layer thinness, the retinal vascular trajectory is a potential marker for SCZ and BD. As a relatively affordable investigation, retinal fundus photography should be further explored in SCZ and BD as a potential screening measure.
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Affiliation(s)
- Abhishek Appaji
- Department of Medical Electronics, B. M. S. College of Engineering, Bangalore, India.,University Eye Clinic Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Bhargavi Nagendra
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Dona M Chako
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Ananth Padmanabha
- Department of Medical Electronics, B. M. S. College of Engineering, Bangalore, India
| | - Arpitha Jacob
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Chaitra V Hiremath
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Shivarama Varambally
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Muralidharan Kesavan
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | | | - Shyam V Rao
- Department of Medical Electronics, B. M. S. College of Engineering, Bangalore, India.,University Eye Clinic Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Carroll A B Webers
- University Eye Clinic Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Tos T J M Berendschot
- University Eye Clinic Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Naren P Rao
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
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32
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Zhang B, Wang F, Dong HM, Jiang XW, Wei SN, Chang M, Yin ZY, Yang N, Zuo XN, Tang YQ, Xu K. Surface-based regional homogeneity in bipolar disorder: A resting-state fMRI study. Psychiatry Res 2019; 278:199-204. [PMID: 31220786 DOI: 10.1016/j.psychres.2019.05.045] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/30/2019] [Accepted: 05/31/2019] [Indexed: 12/11/2022]
Abstract
Surface-based, two-dimensional regional homogeneity (2dReHo) was used in the current study to compare local functional synchronization of spontaneous neuronal activity between patients with bipolar disorder (BD) and healthy controls (HC), rather than volume-based, three-dimensional regional homogeneity (3dReHo) methods that have been previously described. Seventy-one BD patients and 113 HC participated in structural and resting-state fMRI scans. Participants ranged in age from 12 to 54 years. All subjects were rated with the Young Mania Rating Scale and the Hamilton Depression Rating Scale. BD patients showed reduced surface-based ReHo across the cortical surface, both at the global level and in the left ventral visual stream (VVS). Additionally, ReHo value across the cortical surface showed a significant negative correlation with age in both groups at the global level. Abnormal activity in the left VVS cortex may contribute to the pathogenesis of BD. Therefore, surface-based ReHo may be a useful index to explore the pathophysiology of BD.
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Affiliation(s)
- Bo Zhang
- Department of Radiology, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China
| | - Fei Wang
- Department of Radiology and Psychiatry, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China
| | - Hao-Ming Dong
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Xiao-Wei Jiang
- Department of Radiology and Psychiatry, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China
| | - Sheng-Nan Wei
- Department of Radiology and Psychiatry, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China
| | - Miao Chang
- Department of Radiology and Psychiatry, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China
| | - Zhi-Yang Yin
- Department of Radiology and Psychiatry, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China
| | - Ning Yang
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Xi-Nian Zuo
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, PR China; Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, PR China
| | - Yan-Qing Tang
- Department of Radiology and Psychiatry, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China
| | - Ke Xu
- Department of Radiology, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, Liaoning 110001, PR China.
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García-Portilla MP, García-Álvarez L, de la Fuente-Tomás L, Velasco-Iglesias Á, Sáiz PA, González-Blanco L, Bobes Bascarán MT, Baamonde B, Alcalde I, Merayo-Lloves J, Bobes J. Could structural changes in the retinal layers be a new biomarker of mental disorders? A systematic review and thematic synthesis. REVISTA DE PSIQUIATRIA Y SALUD MENTAL 2019; 12:116-129. [PMID: 30686701 DOI: 10.1016/j.rpsm.2018.12.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Revised: 12/11/2018] [Accepted: 12/13/2018] [Indexed: 02/06/2023]
Abstract
It has recently been suggested that alterations of the layers of the retina could be a biomarker of specific mental disorders since they originate in the same embryonic layer as the brain and both are interconnected through the optic nerve. The purpose of this article is to offer a systematic review of the literature and a thematic synthesis on the current state of the alterations of the retina layers identified by optical coherence tomography in patients with schizophrenia, bipolar disorder and major depression. For this purpose, we performed a bibliographic search, a systematic review of the studies and a thematic synthesis of the reported findings. Patients with schizophrenia have more abnormal findings followed by patients with bipolar disorder, with very few findings in depression. The nerve fiber layer is the retinal layer with more abnormal findings both in schizophrenia and in bipolar disorder, while no study in major depression found alterations in it. Of the clinical parameters, the duration of the illness correlates significantly and inversely with the thickness of the different layers in all disorders. When interpreting these data, it is necessary to take into account the limitations and differences of the studies, especially the mean length of the disorders. Given that this was very different among the 3 disorders (more than doubled in the case of schizophrenia respect to major depression), the differences in the results found could be due more to the effect of the length of illness than to the disorder itself. In summary, optical coherence tomography findings are promising, since they could provide biomarkers of neurodegeneration and/or neuroprogression of both schizophrenia and bipolar disorder.
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Affiliation(s)
- María Paz García-Portilla
- Área de Psiquiatría, Universidad de Oviedo, Oviedo, Asturias, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Oviedo, Oviedo, Asturias, España; Servicio de Salud del Principado de Asturias (SESPA), Oviedo, Asturias, España; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España
| | - Leticia García-Álvarez
- Área de Psiquiatría, Universidad de Oviedo, Oviedo, Asturias, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Oviedo, Oviedo, Asturias, España; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España; Área de Personalidad, Evaluación y Tratamiento, Universidad de Oviedo, Oviedo, Asturias, España.
| | - Lorena de la Fuente-Tomás
- Área de Psiquiatría, Universidad de Oviedo, Oviedo, Asturias, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Oviedo, Oviedo, Asturias, España; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España
| | | | - Pilar Alejandra Sáiz
- Área de Psiquiatría, Universidad de Oviedo, Oviedo, Asturias, España; Servicio de Salud del Principado de Asturias (SESPA), Oviedo, Asturias, España; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España
| | - Leticia González-Blanco
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Oviedo, Oviedo, Asturias, España; Servicio de Salud del Principado de Asturias (SESPA), Oviedo, Asturias, España; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España
| | - María Teresa Bobes Bascarán
- Servicio de Salud del Principado de Asturias (SESPA), Oviedo, Asturias, España; Área de Personalidad, Evaluación y Tratamiento, Universidad de Oviedo, Oviedo, Asturias, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Valencia, Valencia, España
| | - Begoña Baamonde
- Servicio de Salud del Principado de Asturias (SESPA), Oviedo, Asturias, España; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España; Área de Oftalmología, Universidad de Oviedo, Oviedo, Asturias, España; Instituto Universitario Fernández-Vega, Oviedo, Asturias, España
| | - Ignacio Alcalde
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España; Instituto Universitario Fernández-Vega, Oviedo, Asturias, España
| | - Jesús Merayo-Lloves
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España; Área de Oftalmología, Universidad de Oviedo, Oviedo, Asturias, España; Instituto Universitario Fernández-Vega, Oviedo, Asturias, España
| | - Julio Bobes
- Área de Psiquiatría, Universidad de Oviedo, Oviedo, Asturias, España; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universidad de Oviedo, Oviedo, Asturias, España; Servicio de Salud del Principado de Asturias (SESPA), Oviedo, Asturias, España; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Asturias, España
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