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Carriello MA, Costa DFB, Alvim PHP, Pestana MC, Bicudo DDS, Gomes EMP, Coelho TA, Biava PJ, Berlitz VG, Bianchini AJ, Shiokawa A, Shiokawa N, Sato MT, Massuda R. Retinal layers and symptoms and inflammation in schizophrenia. Eur Arch Psychiatry Clin Neurosci 2024; 274:1115-1124. [PMID: 36928482 DOI: 10.1007/s00406-023-01583-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 02/26/2023] [Indexed: 03/18/2023]
Abstract
Schizophrenia is a neurodevelopmental disorder that affects brain structure and function. The retina, as well as the brain, consists of neuronal and glial cells packed in layers. Cortical volume and brain thickness are associated with inflammatory biomarkers, however, no study has been performed associating inflammatory biomarkers and retina in schizophrenia. our study aims to compare the retinal macular thickness and volume and peripapillary thickness in patients with schizophrenia and controls, and associate it to symptoms of schizophrenia, to interleukin-6 (IL-6) and C Reactive Protein (CRP) levels. Optical coherence tomography was performed to assess retinal layer thickness and volume, and CRP and IL-6 levels were measured in patients with schizophrenia and controls. Positive, negative, and general symptoms of schizophrenia were measured with the Positive and Negative Syndrome Scale (PANSS). A linear regression controlling for confounding factors was performed. 70 subjects were included, 35 patients, and 35 controls matched for sex and age. Patients with schizophrenia presented a significantly lower macular volume (p < 0.05) and thickness (< 0.05) than controls. PANSS positive, general and total scores were associated with retinal nerve fiber layer (RNFL) thickness (p < 0.05). There was no association between inflammatory markers (CRP and IL-6) levels and the retinal layer. A reduction in macular volume and thickness was found in patients with schizophrenia. The severity of schizophrenia symptoms was associated with RNFL thickness. CRP and IL-6 are not associated with retinal thickness/volume in schizophrenia or controls.
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Affiliation(s)
- Marcelo Alves Carriello
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil.
| | - Diogo F Bornancin Costa
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Pedro Henrique Pereira Alvim
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Mariana Camargo Pestana
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Duana Dos Santos Bicudo
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Eloisa Maria Pontarolo Gomes
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Tamires Amelotti Coelho
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Patrick Junior Biava
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Vitória Gabriela Berlitz
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Ana J Bianchini
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Aline Shiokawa
- Retina and Vitreous Ophthalmology-Curitiba, Curitiba, Brazil
| | - Naoye Shiokawa
- Retina and Vitreous Ophthalmology-Curitiba, Curitiba, Brazil
| | - Mario Teruo Sato
- Retina and Vitreous Ophthalmology-Curitiba, Curitiba, Brazil
- Department of Ophthalmology, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
| | - Raffael Massuda
- Psychotic Disorders Research Program, Department of Psychiatry, Universidade Federal Do Paraná-UFPR, Curitiba, Brazil
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Komatsu H, Onoguchi G, Silverstein SM, Jerotic S, Sakuma A, Kanahara N, Kakuto Y, Ono T, Yabana T, Nakazawa T, Tomita H. Retina as a potential biomarker in schizophrenia spectrum disorders: a systematic review and meta-analysis of optical coherence tomography and electroretinography. Mol Psychiatry 2024; 29:464-482. [PMID: 38081943 PMCID: PMC11116118 DOI: 10.1038/s41380-023-02340-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/16/2023] [Accepted: 11/23/2023] [Indexed: 05/25/2024]
Abstract
INTRODUCTION Abnormal findings on optical coherence tomography (OCT) and electroretinography (ERG) have been reported in participants with schizophrenia spectrum disorders (SSDs). This study aims to reveal the pooled standard mean difference (SMD) in retinal parameters on OCT and ERG among participants with SSDs and healthy controls and their association with demographic characteristics, clinical symptoms, smoking, diabetes mellitus, and hypertension. METHODS Using PubMed, Scopus, Web of Science, and PSYNDEX, we searched the literature from inception to March 31, 2023, using specific search terms. This study was registered with PROSPERO (CRD4202235795) and conducted according to PRISMA 2020. RESULTS We included 65 studies in the systematic review and 44 in the meta-analysis. Participants with SSDs showed thinning of the peripapillary retinal nerve fiber layer (pRNFL), macular ganglion cell layer- inner plexiform cell layer, and retinal thickness in all other segments of the macula. A meta-analysis of studies that excluded SSD participants with diabetes and hypertension showed no change in results, except for pRNFL inferior and nasal thickness. Furthermore, a significant difference was found in the pooled SMD of pRNFL temporal thickness between the left and right eyes. Meta-regression analysis revealed an association between retinal thinning and duration of illness, positive and negative symptoms. In OCT angiography, no differences were found in the foveal avascular zone and superficial layer foveal vessel density between SSD participants and controls. In flash ERG, the meta-analysis showed reduced amplitude of both a- and b-waves under photopic and scotopic conditions in SSD participants. Furthermore, the latency of photopic a-wave was significantly shorter in SSD participants in comparison with HCs. DISCUSSION Considering the prior report of retinal thinning in unaffected first-degree relatives and the results of the meta-analysis, the findings suggest that retinal changes in SSDs have both trait and state aspects. Future longitudinal multimodal retinal imaging studies are needed to clarify the pathophysiological mechanisms of these changes and to clarify their utility in individual patient monitoring efforts.
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Affiliation(s)
- Hiroshi Komatsu
- Department of Psychiatry, Tohoku University Hospital, Sendai, Japan.
- Miyagi Psychiatric Center, Natori, Japan.
| | - Goh Onoguchi
- Department of Psychiatry, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Steven M Silverstein
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Stefan Jerotic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Atsushi Sakuma
- Department of Psychiatry, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Nobuhisa Kanahara
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
- Division of Medical Treatment and Rehabilitation, Chiba University Center for Forensic Mental Health, Chiba, Japan
| | - Yoshihisa Kakuto
- Miyagi Psychiatric Center, Natori, Japan
- Department of Community Psychiatry, Tohoku University Graduate School of Medicine, Sendai, Japan
| | | | - Takeshi Yabana
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Toru Nakazawa
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai, Japan
- Department of Ophthalmic Imaging and Information Analytics, Tohoku University Graduate School of Medicine, Sendai, Japan
- Department of Retinal Disease Control, Tohoku University Graduate School of Medicine, Sendai, Japan
- Department of Advanced Ophthalmic Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Hiroaki Tomita
- Department of Psychiatry, Tohoku University Hospital, Sendai, Japan
- Department of Psychiatry, Tohoku University Graduate School of Medicine, Sendai, Japan
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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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A comparative study of retinal layer changes among patients with schizophrenia and healthy controls. Acta Neuropsychiatr 2022; 35:165-176. [PMID: 36476516 DOI: 10.1017/neu.2022.35] [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] [Indexed: 12/12/2022]
Abstract
AIM This study aimed to evaluate the retinal nerve fibre layer changes among different group of patients with schizophrenia and compare it with healthy controls by using swept-source optical coherence tomography. METHODOLOGY Patients with first-episode schizophrenia (n = 21) in remission (n = 35) or with treatment-resistant schizophrenia (TRS) (n = 35) and 36 healthy controls were evaluated for retinal thickness. RESULTS Patients with psychotic illnesses had significantly lower sub-foveal choroidal thickness (effect size 0.84-0.86), when compared to the healthy controls. When patients with first-episode schizophrenia were compared with patients with TRS, TRS patients had significant lower sub-foveal choroidal thickness (left eye) when the various confounders (such as age, gender, duration of treatment, smoking, current medications, body mass index, waist circumference, blood pressure, fasting glucose, HbA1c, presence or absence of metabolic syndrome) were taken into account. When the patients with TRS were compared with healthy controls, initially significant differences were observed for the macular volume (left and right) and the ganglion cell thickness (right eye) but these differences disappeared after controlling for the various covariates. CONCLUSIONS Compared to healthy controls, patients with schizophrenia, psychotic illnesses have thinning of the retina, especially in the sub-foveal choroidal thickness.
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Structural and functional retinal alterations in patients with paranoid schizophrenia. Transl Psychiatry 2022; 12:402. [PMID: 36151078 PMCID: PMC9508100 DOI: 10.1038/s41398-022-02167-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 09/06/2022] [Accepted: 09/08/2022] [Indexed: 11/21/2022] Open
Abstract
Ophthalmological methods have increasingly raised the interest of neuropsychiatric specialists. While the integrity of the retinal cell functions can be evaluated with the electroretinogram (ERG), optical coherence tomography (OCT) allows a structural investigation of retinal layer thicknesses. Previous studies indicate possible functional and structural retinal alterations in patients with schizophrenia. Twenty-five patients with paranoid schizophrenia and 25 healthy controls (HC) matched for age, sex, and smoking status participated in this study. Both, ERG and OCT were applied to obtain further insights into functional and structural retinal alterations. A significantly reduced a-wave amplitude and thickness of the corresponding para- and perifoveal outer nuclear layer (ONL) was detected in patients with paranoid schizophrenia with a positive correlation between both measurement parameters. Amplitude and peak time of the photopic negative response (PhNR) and thickness of the parafoveal ganglion cell layer (GCL) were decreased in patients with schizophrenia compared to HC. Our results show both structural and functional retinal differences between patients with paranoid schizophrenia and HC. We therefore recommend the comprehensive assessment of the visual system of patients with schizophrenia, especially to further investigate the effect of antipsychotic medication, the duration of illness, or other factors such as inflammatory or neurodegenerative processes. Moreover, longitudinal studies are required to investigate whether the functional alterations precede the structural changes.
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Komatsu H, Onoguchi G, Jerotic S, Kanahara N, Kakuto Y, Ono T, Funakoshi S, Yabana T, Nakazawa T, Tomita H. Retinal layers and associated clinical factors in schizophrenia spectrum disorders: a systematic review and meta-analysis. Mol Psychiatry 2022; 27:3592-3616. [PMID: 35501407 DOI: 10.1038/s41380-022-01591-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 04/13/2022] [Accepted: 04/14/2022] [Indexed: 02/08/2023]
Abstract
INTRODUCTION The retina shares structural and functional similarities with the brain. Furthermore, structural changes in the retina have been observed in patients with schizophrenia spectrum disorders (SSDs). This systematic review and meta-analysis investigated retinal abnormalities and their association with clinical factors for SSD. METHODS Studies related to retinal layers in SSD patients were retrieved from PubMed, Scopus, Web of Science, Cochrane Controlled Register of Trials, International Clinical Trials Registry Platform, and PSYNDEX databases from inception to March 31, 2021. We screened and assessed the eligibility of the identified studies. EZR ver.1.54 and the metafor package in R were used for the meta-analysis and a random-effects or fixed-effects model was used to report standardized mean differences (SMDs). RESULTS Twenty-three studies (2079 eyes of patients and 1571 eyes of controls) were included in the systematic review and meta-analysis. The average peripapillary retinal nerve fiber layer (pRNFL) thickness, average macular thickness (MT), and macular ganglion cell layer-inner plexiform layer (GCL-IPL) thickness were significantly lower in patients than in controls (n = 14, 6, and 3, respectively; SMD = -0.33, -0.49, and -0.43, respectively). Patients also had significantly reduced macular volume (MV) compared to controls (n = 7; SMD = -0.53). The optic cup volume (OCV) was significantly larger in patients than in controls (n = 3; SMD = 0.28). The meta-regression analysis indicated an association between several clinical factors, such as duration of illness and the effect size of the pRNFL, macular GCL-IPL, MT, and MV. CONCLUSION Thinning of the pRNFL, macular GCL-IPL, MT, and MV and enlargement of the OCV in SSD were observed. Retinal abnormalities may be applicable as state/trait markers in SSDs. The accumulated evidence was mainly cross-sectional and requires verification by longitudinal studies to characterize the relationship between OCT findings and clinical factors.
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Affiliation(s)
- Hiroshi Komatsu
- Department of Psychiatry, Tohoku University Hospital, Sendai, Japan. .,Department of Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan. .,Miyagi Psychiatric Center, Natori, Japan.
| | - Goh Onoguchi
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Stefan Jerotic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia.,Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Nobuhisa Kanahara
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan.,Division of Medical Treatment and Rehabilitation, Chiba University Center for Forensic Mental Health, Chiba, Japan
| | - Yoshihisa Kakuto
- Miyagi Psychiatric Center, Natori, Japan.,Department of Community Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | | | - Shunichi Funakoshi
- Miyagi Psychiatric Center, Natori, Japan.,Department of Community Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Takeshi Yabana
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Toru Nakazawa
- Department of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai, Japan.,Collaborative Program for Ophthalmic Drug Discovery, Tohoku University Graduate School of Medicine, Sendai, Japan.,Department of Ophthalmic Imaging and Information Analytics, Tohoku University Graduate School of Medicine, Sendai, Japan.,Department of Retinal Disease Control, Tohoku University Graduate School of Medicine, Sendai, Japan.,Department of Advanced Ophthalmic Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Hiroaki Tomita
- Department of Psychiatry, Tohoku University Hospital, Sendai, Japan.,Department of Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan.,Department of Disaster Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan.,Department of Disaster Psychiatry, International Research Institute of Disaster Science, Tohoku University, Sendai, Japan.,Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
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Gonzalez-Diaz JM, Radua J, Sanchez-Dalmau B, Camos-Carreras A, Zamora DC, Bernardo M. Mapping Retinal Abnormalities in Psychosis: Meta-analytical Evidence for Focal Peripapillary and Macular Reductions. Schizophr Bull 2022; 48:1194-1205. [PMID: 35810337 PMCID: PMC9673251 DOI: 10.1093/schbul/sbac085] [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] [Indexed: 12/14/2022]
Abstract
BACKGROUND Several studies have suggested that the retina structure is affected in schizophrenia spectrum disorders (SSD). We aimed to investigate the location and size of the potential differences between patients and healthy controls (HC) in several thickness and volume measures across the retina. STUDY DESIGN We included cross-sectional studies comparing peripapillary retinal nerve fiber layer (pRNFL) thickness, macular volume, macular thickness (MT), foveal thickness, ganglion cell and inner plexiform layer thickness (GCL+IPL), cup volume, and cup/disc ratio (C/D) in the right and/or left eyes and/or the pRNFL and MT quadrants between patients with SSD and HC. Search databases were MEDLINE, Web of Science, PsycINFO, Cochrane Central, and medrxiv.org. Risk of bias was assessed with the Newcastle-Ottawa Scale. Standardized mean differences (SMD), subgroup analysis, and meta-regression with several variables were computed using the dmetar package in R. PROSPERO: CRD42021287873. STUDY RESULTS Data from 22 reports (942 patients, 742 HC) were included. We found a retinal thinning in pRNFL (-0.30; 95% CI: -0.46, -0.14), macula (-0.37; 95% CI: -0.61, -0.13), and GCL+IPL (-0.33; 95% CI: -0.57, -0.10). The retinal thinning was especially pronounced in the superior and inferior quadrants of the inner ring of the macula. We also observed a decrease of macular volume (-0.44; 95% CI: -0.68, -0.20) and an increase in C/D ratio (0.35; 95% CI: 0.03, 0.67). CONCLUSIONS Current evidence demonstrates retinal thinning in SSD, affecting both axonal and cellular structures, specially focused in the inner ring of the macula.
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Affiliation(s)
- Jairo M Gonzalez-Diaz
- Universitat de Barcelona, Barcelona, Spain,UR Center for Mental Health—CERSAME, School of Medicine and Health Sciences, Universidad del Rosario, Bogota, Colombia,Clinica Nuestra Señora de la Paz, Bogota, Colombia
| | - Joaquim Radua
- Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERSAM, Barcelona, Spain,Early Psychosis: Interventions and Clinical-detection Lab, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK,Department of Clinical Neuroscience, Stockholm Health Care Services, Stockholm County Council, Karolinska Institutet, Stockholm, Sweden
| | - Bernardo Sanchez-Dalmau
- Institut Clínic d’Oftalmologia, Hospital Clínic, Barcelona, Spain,Visual Lab. Ocular Inflammation Group, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain,Universitat de Barcelona, Barcelona, Spain
| | - Anna Camos-Carreras
- Institut Clínic d’Oftalmologia, Hospital Clínic, Barcelona, Spain,Visual Lab. Ocular Inflammation Group, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Diana C Zamora
- UR Center for Mental Health—CERSAME, School of Medicine and Health Sciences, Universidad del Rosario, Bogota, Colombia
| | - Miquel Bernardo
- To whom correspondence should be addressed; Department of Psychiatry and Psychology, Clinical Institute of Neuroscience. Hospital Clinic of Barcelona, Villarroel, 170. 08036. Barcelona, Spain; tel: +34 93 227 54 00 Ext. 3142, e-mail:
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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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Combining Optical Coherence Tomography and Fundus Photography to Improve Glaucoma Screening. Diagnostics (Basel) 2022; 12:diagnostics12051100. [PMID: 35626256 PMCID: PMC9139676 DOI: 10.3390/diagnostics12051100] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/20/2022] [Accepted: 04/25/2022] [Indexed: 12/29/2022] Open
Abstract
We aimed to evaluate the accuracy of glaucoma screening using fundus photography combined with optical coherence tomography and determine the agreement between ophthalmologists and ophthalmology residents. We used a comprehensive ophthalmologic examination dataset obtained from 503 cases (1006 eyes). Of the 1006 eyes, 132 had a confirmed glaucoma diagnosis. Overall, 24 doctors, comprising two groups (ophthalmologists and ophthalmology residents, 12 individuals/group), analyzed the data presented in three screening strategies as follows: (1) fundus photography alone, (2) fundus photography + optical coherence tomography, and (3) fundus photography + optical coherence tomography + comprehensive examination. We investigated the diagnostic accuracy (sensitivity and specificity). The respective sensitivity and specificity values for the diagnostic accuracy obtained by 24 doctors, 12 ophthalmologists, and 12 ophthalmology residents were as follows: (1) fundus photography: sensitivity, 55.4%, 55.4%, and 55.4%; specificity, 91.8%, 94.0%, and 89.6%; (2) fundus photography + OCT: sensitivity, 80.0%, 82.3%, and 77.8%; specificity, 91.7%, 92.9%, and 90.6%; and (3) fundus photography + OCT + comprehensive examination: sensitivity 78.4%, 79.8%, and 77.1%; specificity, 92.7%, 94.0%, and 91.3%. The diagnostic accuracy of glaucoma screening significantly increased with optical coherence tomography. Following its addition, ophthalmologists could more effectively improve the diagnostic accuracy than ophthalmology residents. Screening accuracy is improved when optical coherence tomography is added to fundus photography.
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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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11
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Bozali E, Yalinbas D. Analysis of the Thickness of the Outer Retinal Layer Using Optical Coherence Tomography - A Predictor of Visual Acuity in Schizophrenia. Klin Monbl Augenheilkd 2022; 239:1232-1238. [PMID: 35320864 DOI: 10.1055/a-1741-7988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND The aim of this study was to evaluate the thickness of the outer retinal layer (ORL) together with macular thickness and changes in the retinal nerve fiber layer (RNFL) in patients with schizophrenia in comparison with healthy controls. METHODS This study included 114 eyes of 57 patients diagnosed with schizophrenia and 114 eyes of 57 healthy controls. Central foveal thickness (CFT), central macular thickness (CMT), and ORL thickness were measured in both groups via the images obtained by spectral-domain optical coherence tomography (SD-OCT). RNFL was also assessed in four quadrants (inferior, superior, temporal, nasal). CMT measurements were presented as the average thickness of the macula in the central 1 mm area on the Early Treatment Diabetic Retinopathy Study (ETDRS) grid. The ORL thickness was defined as the distance between the external limiting membrane and retinal pigment epithelium at the center of the foveal pit. RESULTS The mean age of 57 patients was 37 ± 10 years, of whom 34 (60%) were male and 23 (40%) female. No statistically significant difference was found between groups in terms of age and gender (p = 0.8 for age, p = 0.9 for gender). There was no statistically significant difference in the mean CMT between the two groups (p = 0.1). The mean ORL thickness in the two groups was 99.8 ± 8.3 and 103.7 ± 6.2, respectively, and was significantly decreased in the schizophrenia group (p = 0.005). RNFL analysis demonstrated significant thinning in the inferior and superior quadrants compared to healthy controls (p < 0.001 and p = 0.017, respectively). CONCLUSIONS SD-OCT findings - especially ORL and RNFL thickness - may be related to the neurodegenerational changes in schizophrenia.
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Affiliation(s)
- Erman Bozali
- Sivas Cumhuriyet University Faculty of Medicine, Department of Ophthalmology, Sivas, Turkey
| | - Duygu Yalinbas
- Sivas Cumhuriyet University Faculty of Medicine, Department of Ophthalmology, Sivas, Turkey
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12
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Gandu S, Bannai D, Adhan I, Kasetty M, Katz R, Zang R, Lutz O, Kim LA, Keshavan M, Miller JB, Lizano P. Inter-device reliability of swept source and spectral domain optical coherence tomography and retinal layer differences in schizophrenia. Biomark Neuropsychiatry 2021. [DOI: 10.1016/j.bionps.2021.100036] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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13
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Kaymak D, Gündoğmuş İ, Dalkıran M, Küçükevcilioğlu M, Uzun Ö. Retinal Nerve Fiber Layer Thickness and Its Relationship With Executive Functions in Adult Attention Deficit Hyperactivity Disorder Patients. Psychiatry Investig 2021; 18:1171-1179. [PMID: 34872241 PMCID: PMC8721295 DOI: 10.30773/pi.2021.0167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 09/13/2021] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE The aim of this study was to compare the thickness of the retinal nerve fiber layer (RNFL) with controls in individuals with attention deficit hyperactivity disorder (ADHD) and to examine the relationship between RNFL thickness and the level of performance in disease severity and executive function tests in ADHD cases. METHODS The study included 38 volunteer patients diagnosed with ADHD and 30 healthy volunteers. Adult ADHD self-report scale was used for ADHD symptom severity. Executive functions were evaluated by Digit Span Test, Verbal Fluency Test, Stroop Test, and Trail Making Test. RNFL thickness of all participants was evaluated using optical coherence tomography (OCT). RESULTS In the comparison of RNFL values, it was found that right mean, right temporal, right temporal inferior, left mean, left nasal, and left nasal inferior quadrant values were statistically thinner in ADHD cases compared to the control group (p<0.05). There was no statistically significant correlation between the mean RNFL thickness values of the right and left eyes of ADHD cases and the symptom severity and performance levels in executive function tests. CONCLUSION This study is a guide in terms of being the first study investigating the relationship between RNFL thickness, symptom severity, and various neuropsychological tests in adults with ADHD.
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Affiliation(s)
- Derya Kaymak
- Department of Psychiatry, Ankara Training and Research Hospital, Ankara, Turkey
| | - İbrahim Gündoğmuş
- Department of Psychiatry, Kırıkkale Yüksek İhtisas Hospital, Kırıkkale, Turkey
| | - Mihriban Dalkıran
- Department of Psychiatry, Health Science University Şişli Etfal Training and Research Hospital, İstanbul, Turkey
| | - Murat Küçükevcilioğlu
- Department of Ophtalmology, Health Science University Gülhane Training and Research Hospital, Ankara, Turkey
| | - Özcan Uzun
- Department of Psychiatry, Health Science University Gülhane Training and Research Hospital, Ankara, Turkey
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14
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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: 9] [Impact Index Per Article: 3.0] [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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15
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Jerotic S, Lalovic N, Pejovic S, Mihaljevic M, Pavlovic Z, Britvic D, Risimic D, Soldatovic I, Silverstein SM, Maric NP. Sex differences in macular thickness of the retina in patients with psychosis spectrum disorders. Prog Neuropsychopharmacol Biol Psychiatry 2021; 110:110280. [PMID: 33567332 DOI: 10.1016/j.pnpbp.2021.110280] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/26/2021] [Accepted: 02/05/2021] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Imaging of retinal structure in psychosis spectrum disorders (PSD) is a novel approach to studying effect of this illness class on CNS structure. Studies of optical coherence tomography (OCT) have revealed significant reductions in regarding: retinal nerve fiber layer (RNFL), macular thickness (MT), ganglion cell-inner plexiform layer (GC-IPL) and macular volume (MV). Sex differences in retinal structure in PSD have not been previously explored. METHODS This cross-sectional pilot study included 81 participant of age matched patients and controls. There were no differences between genders regarding illness duration and antipsychotic daily dose in the patient group. SD-OCT assessed RNFL, GC-IPL, MT, MV, and optic nerve cup-to-disc (C/D) ratio. In order to assess the main effects of illness, sex, and illness × sex interaction on the retinal parameters, general linear model was performed. RESULTS Patients demonstrated abnormalities on all OCT indices. Effects of sex were observed for central subfield MT and C/D ratio, which were lower in females. An illness × sex interaction effect was observed for the left MT, indicating greater thinning in female patients. CONCLUSION Sex differences in OCT findings in PSD appear to be most prominent considering macular parameters. These preliminary data may have important implications for the valid interpretation of OCT findings as potential biomarkers for PSD.
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Affiliation(s)
- Stefan Jerotic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia.
| | - Nikola Lalovic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Slobodanka Pejovic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Marina Mihaljevic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Zorana Pavlovic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia; Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Dubravka Britvic
- Clinic for Psychiatry, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Dijana Risimic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia; Clinic for Ophthalmology, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Ivan Soldatovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Steven M Silverstein
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Nadja P Maric
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia; Institute of Mental Health, Belgrade, Serbia
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16
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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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17
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Currant H, Hysi P, Fitzgerald TW, Gharahkhani P, Bonnemaijer PWM, Senabouth A, Hewitt AW, Atan D, Aung T, Charng J, Choquet H, Craig J, Khaw PT, Klaver CCW, Kubo M, Ong JS, Pasquale LR, Reisman CA, Daniszewski M, Powell JE, Pébay A, Simcoe MJ, Thiadens AAHJ, van Duijn CM, Yazar S, Jorgenson E, MacGregor S, Hammond CJ, Mackey DA, Wiggs JL, Foster PJ, Patel PJ, Birney E, Khawaja AP. Genetic variation affects morphological retinal phenotypes extracted from UK Biobank optical coherence tomography images. PLoS Genet 2021; 17:e1009497. [PMID: 33979322 PMCID: PMC8143408 DOI: 10.1371/journal.pgen.1009497] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 05/24/2021] [Accepted: 03/18/2021] [Indexed: 12/15/2022] Open
Abstract
Optical Coherence Tomography (OCT) enables non-invasive imaging of the retina and is used to diagnose and manage ophthalmic diseases including glaucoma. We present the first large-scale genome-wide association study of inner retinal morphology using phenotypes derived from OCT images of 31,434 UK Biobank participants. We identify 46 loci associated with thickness of the retinal nerve fibre layer or ganglion cell inner plexiform layer. Only one of these loci has been associated with glaucoma, and despite its clear role as a biomarker for the disease, Mendelian randomisation does not support inner retinal thickness being on the same genetic causal pathway as glaucoma. We extracted overall retinal thickness at the fovea, representative of foveal hypoplasia, with which three of the 46 SNPs were associated. We additionally associate these three loci with visual acuity. In contrast to the Mendelian causes of severe foveal hypoplasia, our results suggest a spectrum of foveal hypoplasia, in part genetically determined, with consequences on visual function.
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Affiliation(s)
- Hannah Currant
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, United Kingdom
| | - Pirro Hysi
- School of Life Course Sciences, Section of Ophthalmology, King’s College London, London, United Kingdom
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, United Kingdom
| | - Tomas W. Fitzgerald
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, United Kingdom
| | - Puya Gharahkhani
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Pieter W. M. Bonnemaijer
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- The Rotterdam Eye Hospital, Rotterdam, The Netherlands
| | - Anne Senabouth
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, Australia
| | - Alex W. Hewitt
- Menzies Institute for Medical Research, School of Medicine, University of Tasmania, Tasmania, Australia
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, Australia
| | | | | | - Denize Atan
- Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- Bristol Eye Hospital, University Hospitals Bristol & Weston NHS Foundation Trust, Bristol, United Kingdom
| | - Tin Aung
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jason Charng
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, The University of Western Australia, Perth, Australia
| | - Hélène Choquet
- Kaiser Permanente Northern California Division of Research, Oakland, California, United States of America
| | - Jamie Craig
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Peng T. Khaw
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Caroline C. W. Klaver
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
- Department of Ophthalmology Radboud University Medical Center, Nijmegen, The Netherlands
- Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Jue-Sheng Ong
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Louis R. Pasquale
- Eye and Vision Research Institute, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Charles A. Reisman
- Topcon Healthcare Solutions R&D, Oakland, New Jersey, United States of America
| | - Maciej Daniszewski
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, Australia
| | - Joseph E. Powell
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, Australia
- UNSW Cellular Genomics Futures Institute, University of New South Wales, Sydney, Australia
| | - Alice Pébay
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, Australia
- Department of Surgery, The University of Melbourne, Parkville, Australia
| | - Mark J. Simcoe
- Department of Ophthalmology, Kings College London, London, United Kingdom
- Institute of Ophthalmology, University College London, London, United Kingdom
| | | | - Cornelia M. van Duijn
- Nuffield Department Of Population Health, University of Oxford, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Oxford, United Kingdom
| | - Seyhan Yazar
- Garvan-Weizmann Centre for Single Cell Genomics, Garvan Institute of Medical Research, Sydney, Australia
| | - Eric Jorgenson
- Kaiser Permanente Northern California Division of Research, Oakland, California, United States of America
| | - Stuart MacGregor
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Chris J. Hammond
- School of Life Course Sciences, Section of Ophthalmology, King’s College London, London, United Kingdom
| | - David A. Mackey
- Centre for Ophthalmology and Visual Science, Lions Eye Institute, The University of Western Australia, Perth, Australia
| | - Janey L. Wiggs
- Department of Ophthalmology, Harvard Medical School, Massachusetts Eye and Ear, Boston, Massachusetts, United States of America
| | - Paul J. Foster
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Praveen J. Patel
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Ewan Birney
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, United Kingdom
| | - Anthony P. Khawaja
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
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18
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Sarkar S, Rajalakshmi AR, Avudaiappan S, Eswaran S. Exploring the role of macular thickness as a potential early biomarker of neurodegeneration in acute schizophrenia. Int Ophthalmol 2021; 41:2737-2746. [PMID: 33856596 DOI: 10.1007/s10792-021-01831-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Accepted: 03/29/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The retina has been investigated as a gateway to assess the neurodegenerative changes in the brain. Schizophrenia is also conceptualized as a neurodegenerative disorder like Alzheimer's and Parkinson's disease. The current literature suggests reduced retinal nerve fibre layer (RNFL) thickness and macular thickness (MT), as a marker of neurodegeneration, in patient suffering from chronic schizophrenia. This study aims to compare RNFL thickness and MT in acute schizophrenic patients with age and sex matched healthy controls. METHODS Twenty acutely ill schizophrenic patients and 20 normal controls were included in the study after proper informed consent. RNFL thickness and MT was measured using spectral domain Optical Coherence Tomography after clinical psychological assessment and ocular examination. RESULTS The two groups were comparable in terms of socio-demographic variables. The average RNFL thickness of patients and healthy controls was 102.11 ± 29.18 µm and 105.14 ± 27.35 µm, respectively. Central macular thickness was 181.12 ± 13.63 µm in patients and 234.58 ± 10.71 µm in controls. There was a statistically significant reduction in thickness of macula (p < 0.05) but not for RNFL (p = 0.339). CONCLUSION The study concludes that macular thinning rather than reduced RNFL is an early manifestation in acute schizophrenia patients and can be considered as a potential early biomarker of neurodegeneration in schizophrenia.
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Affiliation(s)
- Sukanto Sarkar
- Department of Psychiatry, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidyapeeth (SBV) Deemed To Be University, Puducherry, India.,Department of Psychiatry, AIIMS, Kalyani, India
| | - A R Rajalakshmi
- Department of Ophthalmology, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidyapeeth (SBV) Deemed To Be University, Puducherry, India.
| | - S Avudaiappan
- Department of Psychiatry, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidyapeeth (SBV) Deemed To Be University, Puducherry, India
| | - S Eswaran
- Department of Psychiatry, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidyapeeth (SBV) Deemed To Be University, Puducherry, India
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19
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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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20
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Gokcinar NB, Buturak SV, Ozkal F, Ozcicek G, Yumusak ME, Turgal E. Optical coherence tomography neurodegenerative findings in patients with bipolar disorder. Asia Pac Psychiatry 2020; 12:e12394. [PMID: 32452640 DOI: 10.1111/appy.12394] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 03/31/2020] [Accepted: 04/23/2020] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Neuroimaging studies of patients with bipolar disorder (BD) have recently revealed neurodegenerative changes in the central nervous system. Optical coherence tomography (OCT) imaging of the retina, as an extension of brain, may be a biomarker in understanding the neurobiology of the disease. To assess OCT as a tool to detect neurodegeneration in BD we compared the retinal changes between patients with BD and healthy individuals. METHODS We performed complete ophthalmological examinations and took OCT images for 70 eyes of 70 patients with BD, and for age and sex-matched individual controls. We compared retinal nerve fiber layers (RNFLs) and total retinal (TR) thickness in the peripapillary areas; and ganglion cell complexes (GCCs) and TR thickness in the maculas between the groups. RESULTS The mean age of the patients was 40.41 ± 13.22 years and that of the controls 40.20 ± 13.03 years. The men/women ratios were 37/33 in both groups. BD was significantly associated with a decrease in the average peripapillary RNFL, with the average peripapillary TR, and with the average GCC thickness (P = .033, P = .008, and P = .009, respectively). The peripapillary RNFL and TR thinnings were prominent in the superior (P = .039, P = .033, respectively) and inferior quadrants (P = .031, P = .018, respectively). The BD effects on GCC thinning was prominent in the superior half (P = .001) and in the nasal sectors (except in the inner superonasal sector; all P < .05). BD was associated with a decrease in macular TR thickness only at the inner superior sector (P = .014). Disease duration was inversely correlated with the peripapillary RNFL, TR, and macular GCC thicknesses (P < .05). DISCUSSION Our findings support the neurodegeneration hypothesis in the etiopathogenesis of BD. OCT, a non-invasive neuro-imaging method, may be useful for BD diagnosis and follow-ups.
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Affiliation(s)
| | - Sadiye Visal Buturak
- Department of Psychiatry, Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey
| | - Fatma Ozkal
- Department of Ophthalmology, Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey
| | - Gamze Ozcicek
- Department of Psychiatry, Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey
| | - Mehmet Erhan Yumusak
- Department of Ophthalmology, Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey
| | - Ebru Turgal
- Department of Biostatistics, Faculty of Medicine, Hitit University, Çorum, Turkey
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21
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Duraković D, Silić A, Peitl V, Tadić R, Lončarić K, Glavina T, Šago D, Turk LP, Karlović D. THE USE OF ELECTRORETINOGRAPHY AND OPTICAL COHERENCE TOMOGRAPHY IN PATIENTS WITH SCHIZOPHRENIA. Acta Clin Croat 2020; 59:729-739. [PMID: 34285444 PMCID: PMC8253076 DOI: 10.20471/acc.2020.59.04.20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 05/14/2020] [Indexed: 11/24/2022] Open
Abstract
The use of electroretinography (ERG) and optical coherence tomography (OCT) has currently expanded beyond ophthalmology alone. The aim of this review is to present the results and knowledge acquired by these two methods in patients suffering from schizophrenia. Reviewing the studies applying ERG and OCT methods in the field of psychiatry, one can conclude that results of the research imply morphological and functional changes of retina in patients with schizophrenia that are not consistent. However, in most studies there was reduction of the amplitude and changes in the implicit time related parameters on ERG and thinning of the retinal nerve fiber layer on OCT. Neurons in the eye use the same neurotransmitters as neurons in the basal brain structures that are most affected in schizophrenia, according to the dopamine hypothesis of schizophrenia. Unlike neurons in the basal brain structures, the neurons in the eye are in vivo available to ERG. Using the aforementioned tests together with clinical diagnostic criteria of schizophrenia, the subgroups with different prognostic and therapeutic specificities within schizophrenia as a group of diseases might be identified more precisely.
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Affiliation(s)
| | - Ante Silić
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
| | - Vjekoslav Peitl
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
| | - Rašeljka Tadić
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
| | - Kristina Lončarić
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
| | - Trpimir Glavina
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
| | - Daniela Šago
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
| | - Ljiljana Pačić Turk
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
| | - Dalibor Karlović
- 1Sestre milosrdnice University Hospital Centre, Department of Psychiatry, Zagreb, Croatia; 2Sestre milosrdnice University Hospital Centre, Department of Ophthalmology, Zagreb, Croatia; 3Catholic University of Croatia, Zagreb, Croatia
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22
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Abstract
PURPOSE To evaluate visual and retinal changes in patients with bipolar disorder. To analyze the correlation between structural changes and visual function parameters. METHODS Thirty patients with bipolar disorder and 80 healthy controls underwent visual function evaluation with Early Treatment Diabetic Retinopathy Study charts at 100%, 2.50%, and 1.25% contrast, Pelli-Robson chart, and color vision Farnsworth and Lanthony tests. Analysis of the different retinal layers was performed using Spectralis optical coherence tomography with automated segmentation software. Correlation analysis between structural and functional parameters was conducted. RESULTS Patients with bipolar disorder presented worse color vision compared with controls (Lanthony's index, P = 0.002). Full macular thickness, the retinal nerve fiber layer (RNFL), ganglion cell layer, and inner plexiform layer were reduced in patients compared with healthy individuals (P < 0.005). The inner nuclear layer was significantly thickened in patients (P < 0.005). Peripapillary RNFL thickness was reduced in all temporal sectors (P < 0.005). Significant correlations were found between visual acuity and the RNFL thickness, the Pelli-Robson score and the inner plexiform layer, and between the Lanthony's color index and the ganglion cell layer thickness. CONCLUSION Patients with bipolar disorder present quantifiable thinning of the macular RNFL, ganglion cell layer, and inner plexiform layer, as well as in the peripapillary RNFL thickness, and increasing thinning in the inner nuclear layer.
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23
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Structural imaging of the retina in psychosis spectrum disorders: current status and perspectives. Curr Opin Psychiatry 2020; 33:476-483. [PMID: 32639357 DOI: 10.1097/yco.0000000000000624] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW Structural changes of the retina in schizophrenia and other psychotic disorders seem plausible as these conditions are accompanied by widespread morphological abnormalities of the brain. Advances in structural retinal imaging have led to the possibility of precise quantification of individual retinal layers, using optical coherence tomography (OCT) scanners. RECENT FINDINGS The aggregation of information related to OCT findings in schizophrenia has resulted in three metaanalyses, which are currently described. Areas where retinal changes were reported include retinal nerve fiber layer (RNFL), ganglion cell layer complex (GCC), macular volume, and macular thickness, but findings on affected retinal segments vary to some extent across studies. Discrepancies in individual studies could be because of small samples, heterogeneity within schizophrenia (phase of the illness, illness duration, predominant symptomatology), inconsistent reporting of antipsychotic therapy, insufficient control of confounding variables (somatic comorbidities, smoking, and so on), and use of the different types of OCT scanners. SUMMARY Exploration of potential disturbances in retinal architecture could provide new insights into neuronal changes associated with psychosis spectrum disorders, with potential to elucidate the nature and timing of developmental, progressive, inflammatory, and degenerative aspects of neuropathology and pathophysiology, and to assist with characterizing heterogeneity and facilitating personalized treatment approaches.
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24
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Ulucan Atas PB, Ceylan OM, Dönmez YE, Ozel Ozcan O. Ocular findings in patients with attention deficit and hyperactivity. Int Ophthalmol 2020; 40:3105-3113. [PMID: 32666167 DOI: 10.1007/s10792-020-01497-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 06/25/2020] [Indexed: 12/11/2022]
Abstract
AIM To evaluate ocular findings, contrast sensitivity, color perception, and macular and retinal nerve fiber layer (RNFL) thickness in patients with attention-deficit/hyperactivity disorder (ADHD). MATERIALS AND METHODS This prospective study included a group of 37 patients aged 6-16 years diagnosed with combined ADHD and a healthy control group of 37 children. The participants underwent an ophthalmological examination. Color vision testing was administered using the Ishihara plates test. Contrast sensitivity test was performed using the Functional Acuity Contrast Test. Macular thickness and RNFL thickness were measured by spectral-domain optical coherence tomography. RESULTS No significant difference was found between the patient and control groups with regard to ocular findings, color vision, and convergence insufficiency (p > 0.05). Contrast sensitivity level was significantly lower at four out of five spatial frequencies (1.5, 3, 12, and 18 cpd) in the patient group compared to the control group. The RNFL thickness in nasal quadrant and macular thickness was significantly higher in the healthy control group compared to the ADHD group. CONCLUSION Contrast sensitivity levels and the nasal quadrant RNFL thickness were significantly lower in the patient group compared to the control group. Based on the findings of the study, we suggest that the level of contrast in the tools used by ADHD patients in daily life settings should be enhanced.
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Affiliation(s)
- P B Ulucan Atas
- Department of Ophtalmology, Elazig Fethi Sekin City Hospital, Elazig, Turkey.
| | - O M Ceylan
- Department of Ophtalmology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Sağlık Bilimleri University, Ankara, Turkey
| | - Y E Dönmez
- Department of Child and Adolescent Mental Health and Diseases, Malatya Training and Research Hospital, Malatya, Turkey
| | - O Ozel Ozcan
- Department of Child and Adolescent Mental Health and Diseases, Inonu University School of Medicine, Malatya, Turkey
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25
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Bannai D, Lizano P. Identifying retinal layer endophenotypes for schizophrenia. Schizophr Res 2020; 220:25-26. [PMID: 32247746 PMCID: PMC7306439 DOI: 10.1016/j.schres.2020.03.055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 03/25/2020] [Indexed: 10/24/2022]
Affiliation(s)
- Deepthi Bannai
- Beth Israel Deaconess Medical Center, Psychiatry, Boston, MA
| | - Paulo Lizano
- Beth Israel Deaconess Medical Center, Psychiatry, Boston, MA, United States of America; Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America.
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26
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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: 3.8] [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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27
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Sánchez-Guillén I, Almorín-Fernández-Vigo I, Fernández-Vigo JI, de-Pablo-Gómez-de-Liaño L, Kudsieh B, Fernández-Vigo JA. Assessment of changes in the macula and optic nerve head using optical coherence tomography in patients with attention deficit hyperactivity disorder. ACTA ACUST UNITED AC 2020; 95:271-278. [PMID: 32423628 DOI: 10.1016/j.oftal.2020.02.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 02/25/2020] [Accepted: 02/27/2020] [Indexed: 12/21/2022]
Abstract
INTRODUCTION To assess if there are any differences in macular and papillary thickness using optical coherence tomography (OCT) in patients with attention deficit hyperactivity disorder (ADHD) compared with a control group, including if there are differences between ADHD patients with and without treatment. METHODS Prospective observational study including 92 eyes of 46 patients divided into 2 groups: 46 eyes of 23 patients with ADHD, and a control group of 46 eyes of 23 healthy patients. The group of patients with ADHD was subdivided into those on treatment with methylphenidate (n=28) and those not on treatment (n=18). The macular thickness, the ganglion cell complex (GCC), and the retinal nerve fibre layer (RNFL) at the papillary level were measured in 12 sectors. RESULTS A lower central macular thickness was observed in the ADHD patients than in the controls (257.4±20μm versus 267.5±20μm, P=.013), with no differences observed in the GCC (P=.566), or in the RNFL (P=.095). There were no differences in the patients with ADHD with and without treatment, as regards macular thickness and the GCC (P=.160 and P=.375 respectively), but a lower foveal thickness (P=.018) and RNFL in 5/12 sectors at the papillary level (P=.033) were observed in those without treatment. CONCLUSIONS A lower macular thickness was observed in patients with ADHD than in controls. In addition, patients with ADHD without treatment had a lower thickness of the fovea and RNFL than those patients on treatment.
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Affiliation(s)
- I Sánchez-Guillén
- Centro Internacional de Oftalmología Avanzada, Badajoz, España; Departamento de Oftalmología, Hospital de Zafra, Zafra, Badajoz, España.
| | | | - J I Fernández-Vigo
- Centro Internacional de Oftalmología Avanzada, Madrid, España; Departamento de Oftalmología, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, España
| | - L de-Pablo-Gómez-de-Liaño
- Centro Internacional de Oftalmología Avanzada, Madrid, España; Departamento de Oftalmología, Hospital 12 de Octubre, Madrid, España
| | - B Kudsieh
- Centro Internacional de Oftalmología Avanzada, Madrid, España; Departamento de Oftalmología, Hospital Puerta de Hierro, Majadahonda, Madrid, España
| | - J A Fernández-Vigo
- Centro Internacional de Oftalmología Avanzada, Badajoz, España; Centro Internacional de Oftalmología Avanzada, Madrid, España; Facultad de Medicina, Universidad de Extremadura, Badajoz, España
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28
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Silverstein SM, Fradkin SI, Demmin DL. Schizophrenia and the retina: Towards a 2020 perspective. Schizophr Res 2020; 219:84-94. [PMID: 31708400 PMCID: PMC7202990 DOI: 10.1016/j.schres.2019.09.016] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Revised: 09/28/2019] [Accepted: 09/30/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Differences between people with schizophrenia and psychiatrically healthy controls have been consistently demonstrated on measures of retinal function such as electroretinography (ERG), and measures of retinal structure such as optical coherence tomography (OCT). Since our 2015 review of this literature, multiple new studies have been published using these techniques. At the same time, the accumulation of data has highlighted the "fault lines" in these fields, suggesting methodological considerations that need greater attention in future studies. METHODS We reviewed studies of ERG and OCT in schizophrenia, as well as data from studies whose findings are relevant to interpreting these papers, such as those on effects of the following on ERG and OCT data: comorbid medical conditions that are over-represented in schizophrenia, smoking, antipsychotic medication, substance abuse, sex and gender, obesity, attention, motivation, and influences of brain activity on retinal function. RESULTS Recent ERG and OCT studies continue to support the hypothesis of retinal structural and functional abnormalities in schizophrenia, and suggest that these are relevant to understanding broader aspects of pathophysiology, neurodevelopment, and neurodegeneration in this disorder. However, there are differences in findings which suggest that the effects of multiple variables on ERG and OCT data need further clarification. CONCLUSIONS The retina, as the only component of the CNS that can be imaged directly in live humans, has potential to clarify important aspects of schizophrenia. With greater attention to specific methodological issues, the true potential of ERG and OCT as biomarkers for important clinical phenomena in schizophrenia should become apparent.
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Affiliation(s)
- Steven M Silverstein
- Rutgers University Behavioral Health Care, United States; Rutgers University, Robert Wood Johnson Medical School, Departments of Psychiatry and Ophthalmology, United States.
| | | | - Docia L Demmin
- Rutgers University, Department of Psychology, United States.
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29
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Schönfeldt-Lecuona C, Kregel T, Schmidt A, Kassubek J, Dreyhaupt J, Freudenmann RW, Connemann BJ, Gahr M, Pinkhardt EH. Retinal single-layer analysis with optical coherence tomography (OCT) in schizophrenia spectrum disorder. Schizophr Res 2020; 219:5-12. [PMID: 30981598 DOI: 10.1016/j.schres.2019.03.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 03/22/2019] [Accepted: 03/25/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Volume reductions in brain structures of patients with schizophrenia spectrum disorder (SSD) have repeatedly been found in voxel-based morphometry MRI studies. Hence, an underlying neurodegenerative etiological component of SSD is currently being discussed. In recent years, the imaging method of optical coherence tomography (OCT) has shown its potential in evaluating structural changes in the retina in patients with confirmed neurodegenerative disorders, providing a window into the brain. METHODS Twenty-six patients with schizophrenia or schizoaffective disorder and 23 age- and sex-matched healthy controls were examined with the Heidelberg Spectralis OCT system to derive a single-layer analysis of both retinas. The segmentation of retinal layers was manually corrected to minimize artifacts and software imprecisions. RESULTS Compared to the control group, SSD patients showed reduced thickness and volume measurements for nearly all retinal layers, and these differences reached significance for macular volume, macular thickness, retinal nerve fiber layer (RNFL) and inner nucleiform layer (INL). Furthermore, a significant correlation between the duration of illness and the total volume of the RNFL was found. CONCLUSION Our OCT measurements demonstrate reduced single retinal layer thickness in patients with SSD. In the context of the MRI volume changes, our results provide further evidence that structural changes seen in the brain of patients are also observable in the retina, potentially allowing further insights into the different components of the nervous system that are altered in this highly etiologically complex disorder.
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Affiliation(s)
| | - Thomas Kregel
- Department of Psychiatry and Psychotherapy III, University Clinic Ulm, Germany
| | - Arno Schmidt
- Department of Psychiatry and Psychotherapy III, University Clinic Ulm, Germany
| | - Jan Kassubek
- Department of Neurology, University Clinic Ulm, Germany
| | - Jens Dreyhaupt
- Institute of Epidemiology and Medical Biometry, University of Ulm, Germany
| | | | | | - Maximilian Gahr
- Department of Psychiatry and Psychotherapy III, University Clinic Ulm, Germany
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An investigation of retinal layer thicknesses in unaffected first-degree relatives of schizophrenia patients. Schizophr Res 2020; 218:255-261. [PMID: 31948898 DOI: 10.1016/j.schres.2019.12.034] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 12/21/2019] [Accepted: 12/23/2019] [Indexed: 01/07/2023]
Abstract
INTRODUCTION A large number of studies using different neuroimaging methods showed various structural changes both in patients and their unaffected first-degree relatives (FDRs) over the past years. Optical coherence tomography (OCT) is a relatively new, non-invasive imaging method used to obtain high-resolution cross-sectional images of the retina. A growing body of evidence reports thinning of retinal layers in patients with schizophrenia which is considered as a proxy for CNS alterations. We hypothesized that retinal layer changes would be observed in FDRs, in parallel with those seen in patients, as a potential endophenotype candidate. METHODS Thirty-eight schizophrenia patients, 38 FDRs of schizophrenia and 38 age and gender-matched healthy subjects with no family history (HCs) were recruited to this study. OCT measurements were performed and peripapillary retinal nerve fibre layer (RNFL), ganglion cell layer (GCL), inner plexiform layer (IPL) and macular thicknesses were measured. RESULTS The groups did not differ on RNFL, macular or GCL thickness. However, IPL thickness was significantly lower in both patients and FDRs than HCs (p = .025 and p = .041, respectively). The difference between groups remained significant after controlling for confounders such as age, gender, smoking status, comorbid medical diseases and BMI (p = .016 patients vs HCs and p = .014 FDRs vs HCs). CONCLUSION Our findings suggest that IPL thinning may hold promise as a useful endophenotype for genetic and early detection studies. The evaluation of this area could provide an important avenue for elucidating some of the neurodevelopmental aberrations in the disorder.
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31
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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: 5.5] [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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Retinal structural abnormalities in young adults with psychosis spectrum disorders. Prog Neuropsychopharmacol Biol Psychiatry 2020; 98:109825. [PMID: 31759084 DOI: 10.1016/j.pnpbp.2019.109825] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Revised: 11/16/2019] [Accepted: 11/20/2019] [Indexed: 01/13/2023]
Abstract
BACKGROUND Structural retinal architecture in living organisms became measurable with the development of optical coherence tomography (OCT) scanners. Single-layer analysis with spectral-domain OCT, among other techniques, may provide further insight into pathological changes in complex brain disorders such as psychosis spectrum disorders (PSD). METHODS This study investigated potential thinning of retinal layers (retinal nerve fiber layer - RNFL, macular volume, macular thickness, ganglion cell-inner plexiform layer- GC-IPL, optic cup volume and cup-to-disk ratio) using a spectral-domain OCT device in 33 non-acute PSD patients (illness duration 5.9 ± 3.9 years) and 35 healthy controls. RESULTS In comparison to age and gender matched controls, patients had bilateral reductions in GC-IPL layer thickness and macular volume. Macular central subfield thinning was found in the right eye, while average macular thickness was lower in the left eye only. RNFL thinning was not observed in patients in comparison to controls, but we noticed that status of this layer could be affected by daily dose of antipsychotics and by illness duration. CONCLUSION Taken together, our results reveal that retinal thinning is present in young adults with PSDs, but in comparison to the literature we found more prominent changes in both GC-IPL and macular volume/thickness, than in RNFL. Our findings may reflect synaptic loss and neuronal atrophy in non-acute young patients with psychosis.
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Kazakos CT, Karageorgiou V. Retinal Changes in Schizophrenia: A Systematic Review and Meta-analysis Based on Individual Participant Data. Schizophr Bull 2020; 46:27-42. [PMID: 31626695 PMCID: PMC7145676 DOI: 10.1093/schbul/sbz106] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Retinal assessment has indicated the presence of neuronal loss in neurodegenerative disorders, but its role in schizophrenia remains unclear. We sought to synthesize the available evidence considering 3 noninvasive modalities: optical coherence tomography, electroretinography, and fundus photography, and examine their diagnostic accuracy based on unpublished individual participant data, when provided by the primary study authors. METHODS We searched MEDLINE, SCOPUS, clinicaltrials.gov, PSYNDEX, Cochrane Controlled Register of Trials (CENTRAL), WHO International Clinical Trials Registry Platform, and Google Scholar, up to October 30, 2018. Authors were contacted and invited to share anonymized participant-level data. Aggregate data were pooled using random effects models. Diagnostic accuracy meta-analysis was based on multiple cutoffs logistic generalized linear mixed modeling. This study was registered with PROSPERO, number CRD42018109344. RESULTS Pooled mean differences of peripapillary retinal nerve fiber layer thickness in micrometer between 694 eyes of 432 schizophrenia patients and 609 eyes of 358 controls, from 11 case-control studies, with corresponding 95% confidence intervals (CIs) by quadrant were the following: -4.55, 95% CI: -8.28, -0.82 (superior); -6.25, 95% CI: -9.46, -3.04 (inferior); -3.18, 95% CI: -5.04, -1.31 (nasal); and -2.7, 95% CI: -4.35, -1.04 (temporal). Diagnostic accuracy, based on 4 studies, was fair to poor, unaffected by age and sex; macular area measurements performed slightly better. CONCLUSION The notion of structural and functional changes in retinal integrity of patients with schizophrenia is supported with current evidence, but diagnostic accuracy is limited. The potential prognostic, theranostic, and preventive role of retinal evaluation remains to be examined.
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Affiliation(s)
- Charalampos T Kazakos
- Independent Researcher, Athens, Greece,To whom correspondence should be addressed; tel: +30-694-5351827, fax: +30-210-3618503, e-mail:
| | - Vasilios Karageorgiou
- Second Department of Psychiatry, National and Kapodistrian University of Athens, Athens, Greece
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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: 43] [Impact Index Per Article: 10.8] [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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Retinal Nerve Fiber Layer in Patients with Alcohol Use Disorder. APPLIED SCIENCES-BASEL 2019. [DOI: 10.3390/app9245331] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The objectives of the present study are to determine the effects of alcohol use on the retinal nerve fiber layer (RNFL) thickness and macular thickness of abstinent patients with alcohol use disorders (AUD) and to assess whether it correlates with alcohol consumption and/or cognitive impairment. This was a prospective, observational study that included 21 patients (42 eyes) and 21 controls (42 eyes). Patients met the criteria for early remission AUD at the moment of inclusion. We used optical coherence tomography to assess retinal thickness. Macular thickness in the group of AUD patients was lower in all quadrants (p < 0.05), with the exception of the peripheral and central. Regarding the nerve fiber layer in the macular and papilla areas, we found no significant differences. At the retina ganglion cell layer and in the nerve fiber of the macula, we found significant differences in all quadrants (p < 0.05), with the exception of the superior and superior nasal area, for the right eye. For the left eye, the only differences were found in the lower quadrant. Finally, when comparing the AUD patients to the controls, we found significant reductions in the ganglion cell layer of the macula in all quadrants in the former. There was a significant correlation between these findings and cognitive impairment (measured with the Test de Detección de Deterioro Cognitivo en Alcoholismo (TEDCA)), but not with alcohol consumption. Alcohol consumption is correlated with retinal harm and related cognitive decline.
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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: 3.8] [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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Nikitova N, Keane BP, Demmin D, Silverstein SM, Uhlhaas PJ. The Audio-Visual Abnormalities Questionnaire (AVAQ): Development and validation of a new instrument for assessing anomalies in sensory perception in schizophrenia spectrum disorders. Schizophr Res 2019; 209:227-233. [PMID: 31182320 PMCID: PMC6703161 DOI: 10.1016/j.schres.2019.03.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Accepted: 03/18/2019] [Indexed: 12/23/2022]
Abstract
BACKGROUND Anomalies in visual and auditory perception represent an important aspect of the symptomatic manifestation of schizophrenia (ScZ). However, there are currently no instruments available that allow the assessment of the full range of auditory and visual abnormalities using a self-report measure. METHODS We developed the 85-item Audio-Visual Abnormalities Questionnaire (AVAQ) to assess abnormalities in auditory and visual processing. The AVAQ was validated in an online-sample of 355 healthy participants to establish the factorial structure, internal consistency and reliability of the instrument. In addition, participants completed the Autism-Spectrum Quotient (AQ) and the Schizotypal Personality Questionnaire (SPQ) to establish convergent validity regarding autistic and schizotypal traits. RESULTS High internal consistency was observed for the total AVAQ-scale (α = 0.99) as well as for the visual (α = 0.98), auditory (α = 0.96) and the audio-visual subscales (α = 0.83). Principal component analyses demonstrated one factor comprising 78 items. The AVAQ was positively correlated with the SPQ (r = 0.69, p < .001) as well as the AQ (r = 0.38, p < .001). Correlations with the SPQ were highest for unusual perceptual experiences (r = 0.72, p < .001) and lowest for social anxiety (r = 0.30, p < .001). CONCLUSION The AVAQ demonstrated excellent reliability, internal consistency and construct validity. Accordingly, the instrument could be useful for characterizing sensory dysfunctions across the schizophrenia spectrum that could guide interventions as well as aid the development of biomarkers.
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Affiliation(s)
- Nikoleta Nikitova
- Institute for Neuroscience and Psychology, Univ. of Glasgow, United Kingdom of Great Britain and Northern Ireland
| | - Brian P Keane
- Department of Psychiatry, Rutgers, Robert Wood Johnson Medical School, United States of America; Center for Cognitive Science, Rutgers University, United States of America; University Behavioral Health Care - Rutgers University, United States of America
| | - Docia Demmin
- University Behavioral Health Care - Rutgers University, United States of America; Department of Psychology, Rutgers University, United States of America
| | - Steven M Silverstein
- Department of Psychiatry, Rutgers, Robert Wood Johnson Medical School, United States of America; Center for Cognitive Science, Rutgers University, United States of America; University Behavioral Health Care - Rutgers University, United States of America; Department of Ophthalmology, Rutgers, Robert Wood Johnson Medical School, United States of America
| | - Peter J Uhlhaas
- Institute for Neuroscience and Psychology, Univ. of Glasgow, United Kingdom of Great Britain and Northern Ireland.
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Morphology of Inner Retina in Rhesus Monkeys of Various Ages: A Comparative Study. J Ophthalmol 2019; 2019:7089342. [PMID: 30944733 PMCID: PMC6421773 DOI: 10.1155/2019/7089342] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 10/22/2018] [Accepted: 11/22/2018] [Indexed: 11/17/2022] Open
Abstract
Purpose To investigate the changes of thickness in each layer, the morphology and density of inner neurons in rhesus monkeys' retina at various growth stages, thus contribute useful data for further biological studies. Methods The thickness of nerve fiber layer (NFL), the whole retina, inner plexiform layer (IPL), and outer plexiform layer (OPL) of rhesus monkeys at different ages were observed with hematoxylin and eosin (H&E) staining. The morphology and the density of inner neurons of rhesus monkey retina were detected by immunofluorescence. Results The retina showed the well-known ten layers, the thickness of each retinal layer in rhesus monkeys at various ages increased rapidly after infant, and the retina was the thickest in adulthood, but the retinal thickness stop growing in senescent. Quantitative analysis showed that the maximum density of inner neurons was reached in adolescent, and then, the density of inner neurons decreased in adults and senescent retinas. And some changes in the morphology of rod bipolar cells have occurred in senescent. Conclusions The structure of retina in rhesus monkeys is relatively immature at infant, and the inner retina of rhesus monkeys is mature in adolescent, while the thickness of each retinal layer was the most developed in the adult group. There was no significant change in senescence for the thickness of each retinal layer, but the number of the neurons in our study has a decreasing trend and the morphological structure has changed.
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Mukherjee C, Al-Fahad Q, Elsherbiny S. The role of optical coherence tomography in therapeutics and conditions, which primarily have systemic manifestations: a narrative review. Ther Adv Ophthalmol 2019; 11:2515841419831155. [PMID: 30923793 PMCID: PMC6431765 DOI: 10.1177/2515841419831155] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Accepted: 01/22/2019] [Indexed: 12/22/2022] Open
Abstract
Optical coherence tomography is designed to evaluate in vivo qualitative and quantitative changes of the anterior segment, optic nerve and the retina. Initial applications of this technology were confined mainly to ophthalmic diseases. However recently, numerous studies have evaluated its use in systemic conditions and in therapeutics where, optic nerve and retinal architecture can be assessed to monitor progression of systemic conditions and its response to treatment. This is a narrative review aimed at evaluating the debate surrounding the role of spectral domain optical coherence tomography, in systemic conditions where optic nerve affection can be measured and be used in the diagnosis, monitoring and assessment of treatment effect as a non-invasive, quick, novel technique.
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Affiliation(s)
| | - Qusay Al-Fahad
- Birmingham Midland Eye Centre, Birmingham, UK; Machen Eye Unit, South Warwickshire Foundation Trust, Warwick, UK
| | - Samer Elsherbiny
- Birmingham Midland Eye Centre, Birmingham, UK; Machen Eye Unit, South Warwickshire Foundation Trust, Warwick, UK
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Pan J, Zhou Y, Xiang Y, Yu J. Retinal nerve fiber layer thickness changes in Schizophrenia: A meta-analysis of case-control studies. Psychiatry Res 2018; 270:786-791. [PMID: 30551326 DOI: 10.1016/j.psychres.2018.10.075] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2018] [Revised: 10/28/2018] [Accepted: 10/28/2018] [Indexed: 01/11/2023]
Abstract
Studies using optical coherence tomography (OCT) to compare retinal nerve fiber layer thickness in subjects with schizophrenia and healthy controls have yielded inconsistent results. We aimed to compare changes in retinal nerve fiber layer thickness in schizophrenia and healthy controls via a meta-analysis. Relevant studies were selected via an electronic search of the Cochrane Controlled Trials Register, Pubmed, and Embase. All included studies measured average and 4-quadrant (temporal, superior, nasal, and inferior) retinal nerve fiber layer thickness via OCT. Statistical analysis was performed using RevMan 5.0 software. Seven case-control studies involving collective totals of 245 eyes in patients with schizophrenia and 220 eyes in healthy controls were ultimately included in this meta-analysis. Statistical analysis revealed that average retinal nerve fiber layer thickness in patients with schizophrenia was significantly reduced compared to that of healthy controls. Additionally, retinal nerve fiber layer thickness in the inferior quadrant, nasal quadrant, and temporal quadrant differed significantly between the two groups, while differences in the superior quadrant did not. In view of these results, we suggest that peripapillary retinal nerve fiber layer thickness as measured by OCT may be a useful tool for the diagnosis of schizophrenia.
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Affiliation(s)
- Junru Pan
- Department of Ophthalmology, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, No. 26 Shengli Street, Hubei Province, Wuhan 430014, China
| | - Yuanyuan Zhou
- Department of Ophthalmology, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, No. 26 Shengli Street, Hubei Province, Wuhan 430014, China
| | - Yi Xiang
- Department of Ophthalmology, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, No. 26 Shengli Street, Hubei Province, Wuhan 430014, China
| | - Jiguo Yu
- Department of Ophthalmology, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, No. 26 Shengli Street, Hubei Province, Wuhan 430014, China.
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Polo V, Satue M, Gavin A, Vilades E, Orduna E, Cipres M, Garcia-Campayo J, Navarro-Gil M, Larrosa JM, Pablo LE, Garcia-Martin E. Ability of swept source OCT to detect retinal changes in patients with bipolar disorder. Eye (Lond) 2018; 33:549-556. [PMID: 30382239 DOI: 10.1038/s41433-018-0261-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 05/15/2018] [Accepted: 06/04/2018] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To evaluate the ability of swept source optical coherence tomography (SS-OCT) to detect retinal changes in patients with bipolar disorder (BD). METHODS Twenty-three patients with BD and 23 controls underwent retinal evaluation using SS deep range imaging (DRI) Triton OCT. Full retinal thickness, the ganglion cell layer (GCL), the retinal nerve fiber layer (RNFL), and choroidal thickness were evaluated with automated segmentation software. RESULTS Patients with BD were shown to have significant thinning of the macular full retinal thickness in the center (p = 0.049), inner temporal (p = 0.045), inner nasal (p = 0.016), and inner inferior (p = 0.016) of the ETDRS areas. The macular GCL layer was reduced in patients compared with controls (average, p = 0.002; superior, p = 0.009; superonasal, p = 0.009; inferonasal, p = 0.003; and inferior, p = 0.009). Peripapillary reduction of full retinal thickness (average, p < 0.001; superotemporal, p < 0.001; superonasal, p = 0.003; nasal, p = 0.005; and inferotemporal, p = 0.033), GCL (nasal, p = 0.025), and RNFL thickness (average, p = 0.002; superotemporal, p < 0.001; and superonasal, p = 0.045) was observed in patients compared with controls. No significant differences were observed in choroidal thickness measurements. CONCLUSIONS BD patients were shown to have quantifiable thinning of full retinal thickness and the GCL in the macular area, as well as a peripapillary reduction of the RNFL and GCL thickness. The analysis of the retinal sublayers with SS-OCT may be a useful indicator to show degeneration and monitor disease progression in bipolar disorder.
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Affiliation(s)
- Vicente Polo
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
| | - Maria Satue
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain. .,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain.
| | - Alicia Gavin
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
| | - Elisa Vilades
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
| | - Elvira Orduna
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
| | - Marta Cipres
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
| | - Javier Garcia-Campayo
- Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain.,Department of Psychiatry, Miguel Servet University Hospital, Zaragoza, Spain
| | - Mayte Navarro-Gil
- Department of Psychology and Sociology, Faculty of Social and Human Sciences, University of Zaragoza, Zaragoza, Spain
| | - Jose M Larrosa
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
| | - Luis E Pablo
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
| | - Elena Garcia-Martin
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Aragon Health Research Institute (IIS Aragon, IACS), Zaragoza, Spain
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Ucar D, Yıldız N, Hepokur M, Baltu F, Guliyev E, Emul M, Sarıcı AM. Retinal Nerve Fiber Layer Thickness Alterations after Electroconvulsive Therapy in Patients with Mental Illness. Semin Ophthalmol 2018; 33:852-857. [PMID: 30351990 DOI: 10.1080/08820538.2018.1538419] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND We hypothesized that the ongoing neurotrophic effects of electroconvulsive therapy (ECT) might be detected in the retinal nerve fiber layer (RNFL) using optical coherence tomography (OCT). METHODS This study was conducted using a prospective design. The RNFL thickness alterations of 18 psychiatric patients undergoing ECT were assessed using OCT. The results were compared with the RNFL thicknesses of 18 age and gender-matched healthy controls. RESULTS In the left eye, the average RNFL (p = 0.025), superior quadrant (p = 0.029), and nasal quadrant (p = 0.021) thicknesses were significantly increased after the last ECT treatment. In contrast to the right eye, the basal left-eye superior RNFL thickness (p = 0.038) and inferior quadrant (p = 0.007) thicknesses were significantly lower in the patients than in the healthy controls. CONCLUSION Here, we have revealed a significant lateralized influence of ECT on the left-eye RNFL. However, larger case series should be conducted before interpreting our current findings.
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Affiliation(s)
- Didar Ucar
- a Department of Ophthalmology , İstanbul University, Medical School of Cerrahpasa , İstanbul , Turkey
| | - Nazım Yıldız
- b Department of Psychiatry , İstanbul University, Medical School of Cerrahpasa , İstanbul , Turkey
| | - Mustafa Hepokur
- c Department of Ophthalmology , Kayseri Training and Research Hospital , Kayseri , Turkey
| | - Fatih Baltu
- a Department of Ophthalmology , İstanbul University, Medical School of Cerrahpasa , İstanbul , Turkey
| | - Elvin Guliyev
- d NPIstanbul Brain Hospital , Uskudar University , Istanbul , Turkey
| | - Murat Emul
- e Pedamed Psychiatry Center , Istanbul , Turkey
| | - Ahmet Murat Sarıcı
- a Department of Ophthalmology , İstanbul University, Medical School of Cerrahpasa , İstanbul , Turkey
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Hosak L, Sery O, Sadykov E, Studnicka J. Retinal abnormatilites as a diagnostic or prognostic marker of schizophrenia. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2018; 162:159-164. [DOI: 10.5507/bp.2018.035] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 06/11/2018] [Indexed: 11/23/2022] Open
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Silverstein SM, Paterno D, Cherneski L, Green S. Optical coherence tomography indices of structural retinal pathology in schizophrenia. Psychol Med 2018; 48:2023-2033. [PMID: 29233210 DOI: 10.1017/s0033291717003555] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Prior optical coherence tomography (OCT) studies of schizophrenia have identified thinning of retinal layers. However, findings have varied across reports, and most studies have had serious methodological limitations. To address unresolved issues, we determined whether: (1) retinal thinning in schizophrenia occurs independently of comorbid medical conditions that affect the retina; (2) thinning is independent of antipsychotic medication dose; (3) optic nerve parameters are abnormal in schizophrenia; and (4) OCT indices are related to visual and cognitive impairments common in schizophrenia. METHODS A total of 32 people with schizophrenia and 32 matched controls participated. Spectral domain OCT generated data on retinal nerve fiber layer (RNFL), macula, and ganglion cell-inner plexiform layer (GCL-IPL) thickness, in addition to cup volume and the cup-to-disc ratio at the optic nerve head. Subjects with schizophrenia also completed measures of symptoms, visual processing, and IQ. RESULTS The groups did not differ on RNFL, macula, or GCL-IPL thickness. However, thinning of these layers was related to the presence of diabetes or hypertension across the sample as a whole. The schizophrenia group demonstrated enlarged cup volume and an enlarged cup-to-disc ratio in both eyes, which were unrelated to medical comorbidity, but were related to increased cognitive symptoms. CONCLUSIONS Past reports of retinal thinning may be artifacts of medical comorbidity that is over-represented in schizophrenia, or other confounds. However, optic nerve head abnormalities may hold promise as biomarkers of central nervous system abnormality, including cognitive decline, in schizophrenia.
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Affiliation(s)
| | | | | | - Stuart Green
- Department of Ophthalmology,Robert Wood Johnson University Hospital,New Brunswick, NJ,USA
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Caravaggio F, Scifo E, Sibille EL, Hernandez-Da Mota SE, Gerretsen P, Remington G, Graff-Guerrero A. Expression of dopamine D2 and D3 receptors in the human retina revealed by positron emission tomography and targeted mass spectrometry. Exp Eye Res 2018; 175:32-41. [PMID: 29883636 DOI: 10.1016/j.exer.2018.06.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 04/24/2018] [Accepted: 06/04/2018] [Indexed: 11/26/2022]
Abstract
Dopamine D2 receptors (D2R) are expressed in the human retina and play an important role in the modulation of neural responses to light-adaptation. However, it is unknown whether dopamine D3 receptors (D3R) are expressed in the human retina. Using positron emission tomography (PET), we have observed significant uptake of the D3R-preferring agonist radiotracer [11C]-(+)-PHNO into the retina of humans in vivo. This led us to examine whether [11C]-(+)-PHNO binding in the retina was quantifiable using reference tissue methods and if D3R are expressed in human post-mortem retinal tissue. [11C]-(+)-PHNO data from 49 healthy controls (mean age: 39.96 ± 14.36; 16 female) and 12 antipsychotic-naïve patients with schizophrenia (mean age: 25.75 ± 6.25; 4 female) were analyzed. We observed no differences in [11C]-(+)-PHNO binding in the retina between first-episode, drug-naïve patients with schizophrenia and healthy controls. Post-mortem retinal tissues from four healthy persons (mean age: 59.75 ± 9.11; 2 female) and four patients with schizophrenia (mean age: 54 ± 17.11; 2 female) were analyzed using a targeted mass spectrometry technique: parallel reaction monitoring (PRM) analysis. Using targeted mass spectrometry, we confirmed that D3R are expressed in human retinal tissue ex vivo. Notably, there was far greater expression of D2R relative to D3R in the healthy human retina (∼12:1). Moreover, PRM analysis revealed reduced D2R, but not D3R, expression in the retinas of non-first episode patients with schizophrenia compared to healthy controls. We confirm that D3R are expressed in the human retina. Future studies are needed to determine what proportion of the [11C]-(+)-PHNO signal in the human retina in vivo is due to binding to D3R versus D2R. Knowledge that both D2R and D3R are expressed in the human retina, and potentially quantifiable in vivo using [11C]-(+)-PHNO, poses new research avenues for better understanding the role of retinal dopamine in human vision. This work may have important implications for elucidating pathophysiological and antipsychotic induced visual deficits in schizophrenia.
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Affiliation(s)
- Fernando Caravaggio
- Research Imaging Centre, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8, Canada.
| | - Enzo Scifo
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada; Molecular and Cellular Cognition Lab, German Center for Neurodegenerative Diseases(DZNE), Bonn, Germany
| | - Etienne L Sibille
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada; Department of Pharmacology and Toxicology, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8, Canada
| | | | - Philip Gerretsen
- Research Imaging Centre, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8, Canada
| | - Gary Remington
- Research Imaging Centre, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8, Canada
| | - Ariel Graff-Guerrero
- Research Imaging Centre, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8, Canada
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Samani NN, Proudlock FA, Siram V, Suraweera C, Hutchinson C, Nelson CP, Al-Uzri M, Gottlob I. Retinal Layer Abnormalities as Biomarkers of Schizophrenia. Schizophr Bull 2018; 44:876-885. [PMID: 29272501 PMCID: PMC6007436 DOI: 10.1093/schbul/sbx130] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Schizophrenia is associated with several brain deficits, as well as visual processing deficits, but clinically useful biomarkers are elusive. We hypothesized that retinal layer changes, noninvasively visualized using spectral-domain optical coherence tomography (SD-OCT), may represent a possible "window" to these abnormalities. METHODS A Leica EnvisuTM SD-OCT device was used to obtain high-resolution central foveal B-scans in both eyes of 35 patients with schizophrenia and 50 demographically matched controls. Manual retinal layer segmentation was performed to acquire individual and combined layer thickness measurements in 3 macular regions. Contrast sensitivity was measured at 3 spatial frequencies in a subgroup of each cohort. Differences were compared using adjusted linear models and significantly different layer measures in patients underwent Spearman Rank correlations with contrast sensitivity, quantified symptoms severity, disease duration, and antipsychotic medication dose. RESULTS Total retinal and photoreceptor complex thickness was reduced in all regions in patients (P < .0001). Segmentation revealed consistent thinning of the outer nuclear layer (P < .001) and inner segment layer (P < .05), as well as a pattern of parafoveal ganglion cell changes. Low spatial frequency contrast sensitivity was reduced in patients (P = .002) and correlated with temporal parafoveal ganglion cell complex thinning (R = .48, P = .01). Negative symptom severity was inversely correlated with foveal photoreceptor complex thickness (R = -.54, P = .001) and outer nuclear layer thickness (R = -.47, P = .005). CONCLUSIONS Our novel findings demonstrate considerable retinal layer abnormalities in schizophrenia that are related to clinical features and visual function. With time, SD-OCT could provide easily-measurable biomarkers to facilitate clinical assessment and further our understanding of the disease.
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Affiliation(s)
| | - Frank A Proudlock
- Ulverscroft Eye Unit, University of Leicester, Leicester, UK,Department of Neuroscience, Psychology and Behaviour, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, UK
| | - Vasantha Siram
- Leicestershire Partnership NHS Trust, Bradgate Unit, Glenfield Hospital, Leicester, UK
| | - Chathurie Suraweera
- Leicestershire Partnership NHS Trust, Bradgate Unit, Glenfield Hospital, Leicester, UK
| | - Claire Hutchinson
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, UK
| | - Christopher P Nelson
- NIHR Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester, UK
| | - Mohammed Al-Uzri
- Leicestershire Partnership NHS Trust, Bradgate Unit, Glenfield Hospital, Leicester, UK,Adult Social and Epidemiological Psychiatry and Disability Research Group, Department of Health Sciences, University of Leicester, Leicester General Hospital, Leicester, UK
| | - Irene Gottlob
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, UK,To whom correspondence should be addressed; Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, PO Box 65, Leicester LE2 7LX, UK; tel: +44-116-252-3268, e-mail:
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47
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A pilot study assessing retinal pathology in psychosis using optical coherence tomography: Choroidal and macular thickness. Psychiatry Res 2018; 263:158-161. [PMID: 29567341 DOI: 10.1016/j.psychres.2018.03.011] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 03/02/2018] [Accepted: 03/05/2018] [Indexed: 01/17/2023]
Abstract
Mounting evidence supports a genetic-vascular-inflammatory etiology of schizophrenia. The retina provides an indirect assessment of inflammation and degeneration in the brain. In particular, the use of spectral domain optical coherence tomography (SD-OCT) has emerged as a powerful tool for examining single retinal nerve cell layers and the choroid, the vascular layer supplying the outer retina. In this study, choroidal and macular thicknesses were measured in six patients with psychosis with either schizophrenia or bipolar disorder, and in 18 age- and sex-matched healthy controls. Mean choroidal thickness was reduced in psychosis, though not significantly so. There was a statistically significant decrease in macular thickness in psychosis patients predominantly affecting the inner layers of the macula. Significant macular thinning may signal vascular, inflammatory, or degenerative processes that may also be occurring in the brain. This is one of the first studies to examine choroidal thickness in psychosis. Further studies are needed to determine whether the retinal changes in psychosis are correlated with microvascular dysfunction, neuroinflammation, and neurodegeneration.
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48
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Hergüner A, Alpfidan İ, Yar A, Erdoğan E, Metin Ö, Sakarya Y, Hergüner S. Retinal Nerve Fiber Layer Thickness in Children With ADHD. J Atten Disord 2018; 22:619-626. [PMID: 27535944 DOI: 10.1177/1087054716664412] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVES The current study aims to compare retinal nerve fiber layer (RNFL) thickness, macular thickness, and macular volume between children with ADHD and a control group. METHOD The study group included children with ADHD and the control group consisted of age- and gender-matched participants without any psychiatric disorder. In all participants, RNFL thickness, macular thickness, and macular volume were measured by using spectral domain-optical coherence tomography (SD-OCT). ADHD symptom severity was evaluated by using parent-report measures, including Conners' Parent Rating Scale-Revised: Short Form (CPRS-R: S) and the Strengths and Difficulties Questionnaire: Parent Form (SDQ: P). RESULTS We compared 90 eyes of 45 children with ADHD and 90 eyes of 45 controls. ADHD group had significantly lower RNFL thickness only in nasal quadrant than the controls. The remaining RNFL quadrants, macular thickness, and volume were not significantly different between groups. There was a reverse correlation between RNFL thickness and ADHD symptom severity. CONCLUSION This is the first study examining the RNFL thickness in ADHD. Our findings showed that nasal RNFL thickness was lower, indicating reduced unmyelinated axons in the retina of children with ADHD. The results of this study support the evidence that ADHD involves a lag in cortical maturation and this is measurable in the retina.
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Affiliation(s)
| | | | - Ahmet Yar
- 1 Konya Training and Research Hospital, Turkey
| | | | - Özge Metin
- 1 Konya Training and Research Hospital, Turkey
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Topcu-Yilmaz P, Aydin M, Cetin Ilhan B. Evaluation of retinal nerve fiber layer, macular, and choroidal thickness in schizophrenia: spectral optic coherence tomography findings. PSYCHIAT CLIN PSYCH 2018. [DOI: 10.1080/24750573.2018.1426693] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- Pinar Topcu-Yilmaz
- Department of Ophthalmology, Ankara Numune Research and Training Hospital, Ankara, Turkey
| | - Memduha Aydin
- Department of Psychiatry, Faculty of Medicine, Selcuk University, Konya, Turkey
| | - Bilge Cetin Ilhan
- Department of Psychiatry, Konya Research and Training Hospital, Konya, Turkey
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50
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Jerotić S, Marić N. Structural retinal abnormalities as potential markers for psychosis spectrum disorders. MEDICINSKI PODMLADAK 2018. [DOI: 10.5937/mp69-18765] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
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