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Borrelli E, Sacconi R, Zuccaro B, Cavalleri M, Bordato A, Zucchiatti I, Querques L, Bandello F, Querques G. Photoreceptor alteration in intermediate age-related macular degeneration. Sci Rep 2020; 10:21036. [PMID: 33273666 PMCID: PMC7713116 DOI: 10.1038/s41598-020-78201-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 11/23/2020] [Indexed: 11/09/2022] Open
Abstract
The aim of this study was to analyze photoreceptor alterations occurring in eyes with intermediate age-related macular degeneration (AMD) and to investigate their associations with choriocapillaris (CC) flow. In this retrospective case-control study, we collected data from 35 eyes with intermediate AMD from 35 patients who had swept source optical coherence tomography structural and angiography imaging obtained. A control group of 35 eyes from 35 healthy subjects was included for comparison. Our main outcome measure for comparison between groups was the normalized reflectivity of en face image segmented at the ellipsoid zone (EZ) level, which was calculated to quantify the photoreceptor damage. OCTA metrics to quantify CC flow signal were also computed. These metrics were measured in a circle centered on the fovea and with a diameter of 5 mm. In intermediate AMD eyes, the macular area occupied by drusen was identified. Therefore, the EZ reflectivity and CC flow signal were separately measured in regions without drusen ("drusen-free" region). Measurements were generated using previously published algorithms. Mean ± SD age was 74.1 ± 6.8 years in the intermediate AMD group and 72.1 ± 6.0 years in the control group (p = 0.206). The normalized EZ reflectivity was 0.76 ± 0.10 in the intermediate AMD group and 0.85 ± 0.08 in the control group (p < .0001). In the "drusen-free" region, the normalized EZ reflectivity was 0.77 ± 0.10 (p < .0001 vs. healthy controls) and was positively correlated with the CC flow signal density (ρ = - 0.340 and p = 0.020). In conclusion, eyes with intermediate AMD exhibit a diffuse reduced EZ normalized reflectivity, and this reduction is correlated with CC flow signal in the regions without drusen. This study supports the concept of the damage of the unit comprised of photoreceptor, CC, and intervening tissues as an early event in AMD.
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Affiliation(s)
- Enrico Borrelli
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy.,IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Riccardo Sacconi
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy.,IRCCS San Raffaele Scientific Institute, Milan, Italy
| | | | - Michele Cavalleri
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy.,IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alessandro Bordato
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy.,IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Ilaria Zucchiatti
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy.,IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lea Querques
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy.,IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Bandello
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy.,IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giuseppe Querques
- Department of Ophthalmology, Vita-Salute San Raffaele University, Via Olgettina 60, Milan, Italy. .,IRCCS San Raffaele Scientific Institute, Milan, Italy.
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Optical coherence tomography angiography in diabetes: focus on microaneurysms. Eye (Lond) 2020; 35:142-148. [PMID: 32887935 DOI: 10.1038/s41433-020-01173-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 08/18/2020] [Accepted: 08/25/2020] [Indexed: 01/12/2023] Open
Abstract
The introduction of optical coherence tomography angiography (OCTA) has remarkably expanded our knowledge of the ocular vascular alterations occurring in diabetes. In this article, a review of the prominent OCTA findings in diabetes is followed by a description of salient histological and anatomical features of microaneurysms, essential for the proper interpretation of in vivo imaging of these retinal vascular abnormalities. The recent employment of a three-dimensional (3D) visualization in OCTA imaging is also discussed. The latter imaging technique has granted a detailed characterization of microaneurysms in vivo.
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53
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Foo VHX, Gupta P, Nguyen QD, Chong CCY, Agrawal R, Cheng CY, Yanagi Y. Decrease in Choroidal Vascularity Index of Haller's layer in diabetic eyes precedes retinopathy. BMJ Open Diabetes Res Care 2020; 8:8/1/e001295. [PMID: 32912848 PMCID: PMC7482468 DOI: 10.1136/bmjdrc-2020-001295] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 07/03/2020] [Accepted: 07/25/2020] [Indexed: 12/19/2022] Open
Abstract
INTRODUCTION The study aimed to evaluate Choroidal Vascularity Index (CVI) of Haller's and Sattler's layers and their relationships with choroidal and retinal thickness, volumes measured on enhanced depth imaging-optical coherence tomography (OCT) scans in the eyes of patients without diabetes, patients with diabetes with no diabetic retinopathy (DR) and patients with diabetes and DR. RESEARCH DESIGN AND METHODS Retrospective analysis of 165 eyes from 84 Singapore Indian Eye Study-2 study participants (group 1: no diabetes, group 2: diabetes with no DR and group 3: with DR). Groups 1 and 2 were matched by age and gender from group 3. RESULTS In the eyes of patients with diabetes without DR, the macular CVI of Haller's but not Sattler's layer was significantly reduced compared with eyes of patients without diabetes. Eyes with >5 years of diabetes have significantly decreased CVI of Sattler's layers (mean difference=0.06 ± 0.10, p=0.04) and also decreased subfoveal choroidal volume (mean difference=0.89 ± 0.16 mm3, p=0.02), compared with those with ≤5 years of diabetes. CONCLUSION Diabetic eyes without DR had significantly lower CVI of macular Haller's layer than those of healthy controls. With a longer duration of diabetes, CVI of subfoveal Sattler's layer and choroidal volume continue to decrease, irrespective of diabetic control, suggesting that early diabetic choroidopathy mainly affects larger choroidal veins initially before medium-sized arterioles. The CVI of macular Haller's layer could potentially be used as a marker on spectral domain OCT imaging in newly diagnosed patients with diabetes for the onset of DR and as a possible prognostication tool in diabetic eyes. Future prospective longitudinal studies in diabetic eyes would be useful in establishing the relationship between CVIs of Haller's and Sattler's layer with visual acuity as a marker of photoreceptor health and visual prognosis.
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Affiliation(s)
| | | | | | | | - Rupesh Agrawal
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore
| | - Ching-Yu Cheng
- Singapore National Eye Centre, Singapore
- Singapore Eye Research Institute, Singapore
| | - Yasuo Yanagi
- Singapore National Eye Centre, Singapore
- Singapore Eye Research Institute, Singapore
- Department of Ophthalmology, Asahikawa Medical University, Asahikawa, Japan
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Govindaswamy N, Ratra D, Dalan D, Doralli S, Tirumalai AA, Nagarajan R, Mochi T, Shetty N, Sinha Roy A. Vascular changes precede tomographic changes in diabetic eyes without retinopathy and improve artificial intelligence diagnostics. JOURNAL OF BIOPHOTONICS 2020; 13:e202000107. [PMID: 32392370 DOI: 10.1002/jbio.202000107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/30/2020] [Accepted: 05/06/2020] [Indexed: 06/11/2023]
Abstract
The purpose of this study was to evaluate early vascular and tomographic changes in the retina of diabetic patients using artificial intelligence (AI). The study included 74 age-matched normal eyes, 171 diabetic eyes without retinopathy (DWR) eyes and 69 mild non-proliferative diabetic retinopathy (NPDR) eyes. All patients underwent optical coherence tomography angiography (OCTA) imaging. Tomographic features (thickness and volume) were derived from the OCTA B-scans. These features were used in AI models. Both OCT and OCTA features showed significant differences between the groups (P < .05). However, the OCTA features indicated early retinal changes in DWR eyes better than OCT (P < .05). In the AI model using both OCT and OCTA features simultaneously, the best area under the curve of 0.91 ± 0.02 was obtained (P < .05). Thus, the combined use of AI, OCT and OCTA significantly improved the early diagnosis of diabetic changes in the retina.
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Affiliation(s)
- Nivedhitha Govindaswamy
- Imaging, Biomechanics and Mathematical Modeling solutions Lab, Narayana Nethralaya Foundation, Bangalore, India
| | - Dhanashree Ratra
- Department of Vitreoretinal Diseases, Sankara Nethralaya, Chennai, India
| | - Daleena Dalan
- Department of Vitreoretinal Diseases, Sankara Nethralaya, Chennai, India
| | | | | | - Rajesh Nagarajan
- Department of Vitreoretinal Diseases, Sankara Nethralaya, Chennai, India
| | - Thirumalesh Mochi
- Department of Vitreoretinal Diseases, Narayana Nethralaya, Bangalore, India
| | - Naren Shetty
- Department of Refractive and Cataract surgery, Narayana Nethralaya, Bangalore, India
| | - Abhijit Sinha Roy
- Imaging, Biomechanics and Mathematical Modeling solutions Lab, Narayana Nethralaya Foundation, Bangalore, India
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Lupidi M, Cerquaglia A, Gujar R, Fruttini D, Cardillo Piccolino F, Fiore T, Coscas F, Coscas G, Chhablani J, Cagini C. Functional correlation between choroidal and retinal vascularity in low-grade diabetic retinopathy. Acta Diabetol 2020; 57:983-990. [PMID: 32201906 DOI: 10.1007/s00592-020-01507-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 02/14/2020] [Indexed: 11/25/2022]
Abstract
AIMS To perform an automated functional assessment of retinal and choroidal microvasculature in eyes with low-grade diabetic retinopathy (DR) using optical coherence tomography angiography (OCT-A) and to identify potential perfusion changes in case of early vascular damage. METHODS This is an observational, case-control study of consecutive diabetic patients with level 20 DR severity scale score and age-matched healthy subjects. A prototypal OCT-angiography was used to obtain the OCT-angiograms of the superficial capillary plexus (SCP), deep capillary plexus (DCP) and choriocapillaris (CC) layer. A validated automated microstructural analysis provided data on SCP, DCP and CC vascular perfusion density (VPD). A comparative assessment between different vascular layers and different groups was performed. RESULTS Twenty-nine diabetic patients (7 females, 24%) and 20 healthy controls were enrolled. VPD values were significantly lower in the DCP (25.1% vs. 26.5%; p = 0.04) and CC (71.2% vs. 86.6%; p = 0.0001) of diabetic patients compared with controls. A statistically significant negative linear correlation was reported between CC VPD and DCP VPD in diabetic patients; at the reverse, a positive linear correlation between the same parameters was noticed in controls. CONCLUSION Retinal and choroidal vascular networks, although distinct entities, seem functionally interconnected: varying the degree of perfusion may be a mutual compensatory mechanism in response to an ischemic injury.
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Affiliation(s)
- Marco Lupidi
- Department of Surgical and Biomedical Sciences, Section of Ophthalmology, University of Perugia, S. Maria della Misericordia Hospital, 06156, Perugia, Italy.
- Fondazione per la Macula Onlus, Di.N.O.G.Mi., University Eye Clinic, Viale Benedetto XV 5, 16132, Genoa, Italy.
- Centre de l'Odéon, 113 Boulevard St Germain, 75006, Paris, France.
| | - Alessio Cerquaglia
- Department of Surgical and Biomedical Sciences, Section of Ophthalmology, University of Perugia, S. Maria della Misericordia Hospital, 06156, Perugia, Italy
| | - Ramkailash Gujar
- Department of Surgical and Biomedical Sciences, Section of Ophthalmology, University of Perugia, S. Maria della Misericordia Hospital, 06156, Perugia, Italy
| | - Daniela Fruttini
- Department of Internal Medicine, University of Perugia, S. Maria della Misericordia Hospital, 06156, Perugia, Italy
| | - Felice Cardillo Piccolino
- Fondazione per la Macula Onlus, Di.N.O.G.Mi., University Eye Clinic, Viale Benedetto XV 5, 16132, Genoa, Italy
| | - Tito Fiore
- Department of Surgical and Biomedical Sciences, Section of Ophthalmology, University of Perugia, S. Maria della Misericordia Hospital, 06156, Perugia, Italy
| | - Florence Coscas
- Centre de l'Odéon, 113 Boulevard St Germain, 75006, Paris, France
| | - Gabriel Coscas
- Centre de l'Odéon, 113 Boulevard St Germain, 75006, Paris, France
| | - Jay Chhablani
- Department of Ophthalmology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Carlo Cagini
- Department of Surgical and Biomedical Sciences, Section of Ophthalmology, University of Perugia, S. Maria della Misericordia Hospital, 06156, Perugia, Italy
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Borrelli E, Gabela MC, Sacconi R, Querques L, Vella G, Zuccaro B, Gelormini F, Bandello F, Querques G. Choroidal luminal and stromal areas and choriocapillaris perfusion are characterised by a non-linear quadratic relation in healthy eyes. Br J Ophthalmol 2020; 105:567-572. [PMID: 32493761 DOI: 10.1136/bjophthalmol-2020-316479] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 05/04/2020] [Accepted: 05/14/2020] [Indexed: 01/05/2023]
Abstract
PURPOSE To assess the associations among different optical coherence tomography (OCT) structural and angiography quantitative metrics used to characterise the choroid in healthy subjects. METHODS In this cross-sectional study, macular structural OCT and OCT angiography (OCTA) images were acquired from healthy subjects. The main outcome measures were: (i) choriocapillaris (CC) flow deficits percentage (FD%), (ii) choroidal luminal (LA) and stromal (SA) areas and (iii) choroidal vascularity index (CVI), which was calculated as the LA divided by the total choroidal area. These measurements were generated using previously published algorithms and were separately computed in the foveal and extrafoveal regions. RESULTS Eighty-five eyes from 85 subjects (44 males, 41 females) were included in the analysis. Mean±SD age was 47.9±22.4 years (range: 19.0 to 85.0 years). Linear regression analysis displayed no significant associations between CC FD% and other parameters (LA, SA and CVI). Importantly, non-linear regression analysis showed that the relations of LA and SA to CC FD% were all best fitted by a quadratic function. Compared with the linear models, the use of the quadratic function allowed a relative increase in the R2 coefficients. No significant non-linear associations were found between CC FD% and CVI. CONCLUSION Based on our models, changes in the luminal and stromal areas in the choroid lead to an initial increase in CC perfusion. Subsequently, further increases in LA and SA amounts are accompanied by a progressive increment in CC FD%.
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Affiliation(s)
- Enrico Borrelli
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | | | - Riccardo Sacconi
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Lea Querques
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Giovanna Vella
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy.,Ophthalmology, Department of Surgical, Medical, Molecular Pathology and of Critical Area, University of Pisa, Pisa, Italy
| | - Biancamaria Zuccaro
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Francesco Gelormini
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Francesco Bandello
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Giuseppe Querques
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
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57
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Singh SR, Parameswarappa DC, Govindahari V, Lupidi M, Chhablani J. Clinical and angiographic characterization of choroidal neovascularization in diabetic retinopathy. Eur J Ophthalmol 2020; 31:584-591. [PMID: 31984769 DOI: 10.1177/1120672120902027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND To report the clinical and angiographic characteristics of choroidal neovascularization in patients with diabetic retinopathy. METHODS Patients of type 2 diabetes mellitus with presence of choroidal neovascularization in at least one eye were retrospectively analyzed. The study eyes were divided into three groups based on presence (active or scarred) or absence of choroidal neovascularization (fellow eyes). Imaging characteristics of active choroidal neovascularization were recorded using optical coherence tomography, fluorescein, and indocyanine angiography. Central macular thickness, subfoveal choroidal thickness, and large choroidal vessel layer thickness were compared at baseline and final visit. RESULTS Our study reports the prevalence rate of choroidal neovascularization in eyes with diabetic retinopathy (0.27%; 36 out of 13,382 eyes). A total of 64 eyes of 32 patients (age, mean ± standard deviation: 68.5 ± 9.3 years) with baseline visual acuity of 0.69 ± 0.69 logarithm of minimum angle of resolution (Snellen equivalent 20/100) were included. Nonproliferative diabetic retinopathy (57 eyes) comprised the majority followed by proliferative diabetic retinopathy (7 eyes). Eyes with choroidal neovascularization (36, 56.25%) included both active (25) and scarred (11) choroidal neovascularization, with bilateral choroidal neovascularization in 4 patients. Type 1 choroidal neovascularization was the most common subtype of choroidal neovascularization on optical coherence tomography. Common etiologies for active choroidal neovascularization included age-related macular degeneration (3; 12%), myopia (1; 4%), and inflammatory choroidal neovascularization secondary to chorioretinitis (1; 4%). In the remaining 20 eyes, choroidal neovascularization formation was primarily due to diabetic choroidopathy. CONCLUSION The prevalence of choroidal neovascularization in eyes with diabetic retinopathy is very low, with a lower prevalence of age-related macular degeneration. Diabetic choroidopathy plays a significant role in formation of choroidal neovascularization in eyes with diabetic retinopathy.
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Affiliation(s)
- Sumit Randhir Singh
- Smt. Kanuri Santhamma Centre for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, India.,Retina and Uveitis Department, L V Prasad Eye Institute, GMR Varalakshmi Campus, Visakhapatnam, India
| | - Deepika C Parameswarappa
- Smt. Kanuri Santhamma Centre for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, India.,Academy for Eye Care Education, L V Prasad Eye Institute, Hyderabad, India
| | - Vishal Govindahari
- Smt. Kanuri Santhamma Centre for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, India.,Retina and Uveitis Service, L V Prasad Eye Institute, MTC Campus, Bhubaneswar, India
| | - Marco Lupidi
- Department of Biochemical and Surgical Sciences, Section of Ophthalmology, University of Perugia, Perugia, Italy
| | - Jay Chhablani
- Smt. Kanuri Santhamma Centre for Vitreo Retinal Diseases, L V Prasad Eye Institute, Hyderabad, India
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Sacconi R, Lamanna F, Borrelli E, Mulinacci G, Casaluci M, Gelormini F, Carnevali A, Querques L, Zerbini G, Bandello F, Querques G. Morphofunctional analysis of the retina in patients with type 1 diabetes without complications after 30 years of disease. Sci Rep 2020; 10:206. [PMID: 31937811 PMCID: PMC6959306 DOI: 10.1038/s41598-019-57034-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2019] [Accepted: 12/20/2019] [Indexed: 11/09/2022] Open
Abstract
There is a lack of studies evaluating the sub-clinical retinal changes in patients with long-term type 1 diabetes mellitus (T1DM) and without history of systemic/ocular complications. The aim of this cross-sectional study was to investigate sub-clinical structural and/or vascular retinal changes in patients with long-term (≥30 years) T1DM and without systemic/ocular complications ("happy few" patients) using structural optical coherence tomography (OCT), OCT-angiography and microperimetry. Twelve eyes of 12 consecutive T1DM patients (mean age 52 ± 12 years, mean duration of disease 35 ± 3 years, mean HbA1c level 7.3 ± 2.8%), without micro/macrovascular complications associated with long-standing T1DM, and twelve healthy subjects were consecutively included. No statistically significant differences were disclosed comparing patients and controls for age, sex, best-corrected visual acuity, central macular thickness, and choroidal thickness. Using OCT-angiography, we did not find any significant difference in foveal avascular zone area, perfusion density, vessel length density, and tortuosity. Moreover, no significant differences were disclosed in retinal nerve fiber layer and ganglion cell complex thickness using structural OCT. No differences were disclosed in retinal sensitivity by microperimetry. New diagnostic tools are able to confirm the presence of a particular population of patients with type 1 diabetes who have been completely spared from diabetic retinal complications. The finding of these "happy few" patients could help us to better understand and target future treatments for diabetes.
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Affiliation(s)
- Riccardo Sacconi
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Francesca Lamanna
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Enrico Borrelli
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Giacomo Mulinacci
- Complications of Diabetes Unit, Division of Metabolic and Cardiovascular Sciences, San Raffaele Scientific Institute, Milan, Italy
| | - Marco Casaluci
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Francesco Gelormini
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Adriano Carnevali
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Lea Querques
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Gianpaolo Zerbini
- Complications of Diabetes Unit, Division of Metabolic and Cardiovascular Sciences, San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Bandello
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Giuseppe Querques
- Department of Ophthalmology, University Vita-Salute, IRCCS Ospedale San Raffaele, Milan, Italy.
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Mastropasqua R, D'Aloisio R, Di Antonio L, Erroi E, Borrelli E, Evangelista F, D'Onofrio G, Di Nicola M, Di Martino G, Toto L. Widefield optical coherence tomography angiography in diabetic retinopathy. Acta Diabetol 2019; 56:1293-1303. [PMID: 31468199 DOI: 10.1007/s00592-019-01410-w] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 08/19/2019] [Indexed: 11/27/2022]
Abstract
AIMS To evaluate superficial capillary plexus (SCP), deep capillary plexus (DCP) and choriocapillaris (CC) perfusion in macular and near/mid periphery regions in diabetic patients using widefield swept-source optical coherence tomography angiography (WSS-OCTA). METHODS Ninety-four diabetic patients (94 eyes) classified as diabetics without diabetic retinopathy (no DR) (25 eyes), mild DR (23 eyes), moderate/severe DR (26 eyes), proliferative DR (20 eyes) and a control group of 25 healthy subjects (25 eyes) were imaged with the WSS-OCTA system (PLEX Elite 9000, Carl Zeiss Meditec Inc., Dublin, CA, USA). Quantitative analysis was performed in the macular and peripheral regions. The main outcome measures were perfusion density (PD) and vessel length density of SCP, DCP and CC. RESULTS Peripheral retina (all sectors) showed lower SCP and DCP PD compared to the macular region (p < 0.001). In diabetics without DR and DR in different stages, SCP and DCP PD significantly decreased at advancing stages of DR (p < 0.001). At DCP level, central PD was significantly directly related to peripheral PD (superior, R = 0.682 and 0.479; temporal, R = 0.918 and 0.554; inferior, R = 0.711). A good sensitivity and an excellent specificity were found in terms of prediction of disease worsening, especially for central and temporal sectors in all plexuses and for all sectors both central and peripheral of DCP. CONCLUSIONS The widefield OCTA is useful for the study of central and peripheral retina in diabetic patients with or without diabetic retinopathy, assessing good correlation between central and peripheral retina.
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Affiliation(s)
- Rodolfo Mastropasqua
- Vitreoretinal Unit, Bristol Eye Hospital, University of Bristol, Bristol, UK
- Eye Clinic, Polytechnic University of Marche, 60126, Ancona, Italy
| | - Rossella D'Aloisio
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, University G. D'Annunzio Chieti-Pescara, Via dei Vestini 31, 66100, Chieti, Italy.
| | - Luca Di Antonio
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, University G. D'Annunzio Chieti-Pescara, Via dei Vestini 31, 66100, Chieti, Italy
| | - Emanuele Erroi
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, University G. D'Annunzio Chieti-Pescara, Via dei Vestini 31, 66100, Chieti, Italy
| | - Enrico Borrelli
- Department of Ophthalmology, University Vita Salute, IRCCS Ospedale San Raffaele, 20132, Milan, Italy
| | - Federica Evangelista
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, University G. D'Annunzio Chieti-Pescara, Via dei Vestini 31, 66100, Chieti, Italy
| | - Giada D'Onofrio
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, University G. D'Annunzio Chieti-Pescara, Via dei Vestini 31, 66100, Chieti, Italy
| | - Marta Di Nicola
- Laboratory of Biostatistics, Department of Medical, Oral and Biotechnological Sciences, University "G. d'Annunzio" Chieti-Pescara, 66100, Chieti, Italy
| | - Giuseppe Di Martino
- Department of Medicine and Science of Ageing, School of Hygiene and Preventive Medicine, University G. d'Annunzio Chieti-Pescara, 66100, Chieti, Italy
| | - Lisa Toto
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, University G. D'Annunzio Chieti-Pescara, Via dei Vestini 31, 66100, Chieti, Italy
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60
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In vivo rotational three-dimensional OCTA analysis of microaneurysms in the human diabetic retina. Sci Rep 2019; 9:16789. [PMID: 31728070 PMCID: PMC6856183 DOI: 10.1038/s41598-019-53357-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 10/26/2019] [Indexed: 11/08/2022] Open
Abstract
The aim of this study was to explore whether rotational three-dimensional (3D) visualization of optical coherence tomography angiography (OCTA) volume data may yield valuable information regarding diabetic retinal microaneurysm (MA) characteristics. In this retrospective, observational study, we collected data from 20 patients (20 eyes) with diabetic retinopathy. Subjects were imaged with the SS-OCTA system (PLEX Elite 9000, Carl Zeiss Meditec Inc., Dublin, CA, USA). The OCTA volume data were processed with a volume projection removal algorithm and then exported to imageJ in order to obtain a 3D visualization of the analyzed MAs. The rotational three-dimensional OCTA images were qualitatively and quantitatively investigated. A total of 52 MAs were included in the analysis. On rotational 3D OCTA images, the number of vessels associated with each MA varied between 1 and 4, and most MAs (59.6%) were associated with 2 vessels. Moreover, in 20 MAs (38.4%) these vessels seem to originate from the SCP, while 26 MAs (50.0%) had associated vessels originating from the DVC, and 6 MAs had associated vessels arising from both the SCP and DVC (11.6%). Most MAs (31/52) had a 'saccular' shape. The number of retinal layers occupied by each MA ranged between 1 and 3 and the inner nuclear layer was the retinal layer most frequently occupied by MAs. In conclusion, this study used an algorithm to obtain rotational three-dimensional visualization of retinal MAs. The MAs' architecture is complex and 3D visualization may clarify the true vascular origin of these lesions, which is often mistaken using en face OCTA images.
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Panozzo G, Cicinelli MV, Augustin AJ, Battaglia Parodi M, Cunha-Vaz J, Guarnaccia G, Kodjikian L, Jampol LM, Jünemann A, Lanzetta P, Löwenstein A, Midena E, Navarro R, Querques G, Ricci F, Schmidt-Erfurth U, Silva RMD, Sivaprasad S, Varano M, Virgili G, Bandello F. An optical coherence tomography-based grading of diabetic maculopathy proposed by an international expert panel: The European School for Advanced Studies in Ophthalmology classification. Eur J Ophthalmol 2019; 30:8-18. [PMID: 31718271 DOI: 10.1177/1120672119880394] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
AIMS To present an authoritative, universal, easy-to-use morphologic classification of diabetic maculopathy based on spectral domain optical coherence tomography. METHODS The first draft of the project was developed based on previously published classifications and a literature search regarding the spectral domain optical coherence tomography quantitative and qualitative features of diabetic maculopathy. This draft was sent to an international panel of retina experts for a first revision. The panel met at the European School for Advanced Studies in Ophthalmology headquarters in Lugano, Switzerland, and elaborated the final document. RESULTS Seven tomographic qualitative and quantitative features are taken into account and scored according to a grading protocol termed TCED-HFV, which includes foveal thickness (T), corresponding to either central subfoveal thickness or macular volume, intraretinal cysts (C), the ellipsoid zone (EZ) and/or external limiting membrane (ELM) status (E), presence of disorganization of the inner retinal layers (D), number of hyperreflective foci (H), subfoveal fluid (F), and vitreoretinal relationship (V). Four different stages of the disease, that is, early diabetic maculopathy, advanced diabetic maculopathy, severe diabetic maculopathy, and atrophic maculopathy, are based on the first four variables, namely the T, C, E, and D. The different stages reflect progressive severity of the disease. CONCLUSION A novel grading system of diabetic maculopathy is hereby proposed. The classification is aimed at providing a simple, direct, objective tool to classify diabetic maculopathy (irrespective to the treatment status) even for non-retinal experts and can be used for therapeutic and prognostic purposes, as well as for correct evaluation and reproducibility of clinical investigations.
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Affiliation(s)
| | - Maria Vittoria Cicinelli
- Department of Ophthalmology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Albert J Augustin
- Department of Ophthalmology, Staedtisches Klinikum Karlsruhe, Karlsruhe, Germany
| | - Maurizio Battaglia Parodi
- Department of Ophthalmology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Josè Cunha-Vaz
- Association for Innovation and Biomedical Research on Light and Image (AIBILI), University of Coimbra, Coimbra, Portugal
| | | | - Laurent Kodjikian
- Service d'Ophtalmologie, Hôpital de la Croix-Rousse, CHU de LYON, Hospices Civils de Lyon & Université de Lyon 1, Lyon, France
| | - Lee Merrill Jampol
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Anselm Jünemann
- Department of Ophthalmology, Rostock University Medical Center, Rostock, Germany
| | - Paolo Lanzetta
- Istituto Europeo di Microchirurgia Oculare (IEMO), University of Udine, Udine, Italy
| | - Anat Löwenstein
- Division of Ophthalmology, Tel Aviv Medical Center, Tel Aviv, Israel
| | - Edoardo Midena
- Department of Ophthalmology, University of Padova, Padova, Italy
| | | | - Giuseppe Querques
- Department of Ophthalmology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Federico Ricci
- UOSD Patologie Retiniche, Policlinico Tor Vergata, University Tor Vergata, Rome, Italy
| | - Ursula Schmidt-Erfurth
- Vienna Clinical Trial Center (VTC), Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Rufino Martins da Silva
- Department of Ophthalmology, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal
| | - Sobha Sivaprasad
- NIHR Biomedical Research Centre, Moorfields Eye Hospital, London, UK
| | - Monica Varano
- IRCCS Fondazione G.B. Bietti per lo Studio e la Ricerca in Oftalmologia, Rome, Italy
| | - Gianni Virgili
- Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Francesco Bandello
- Department of Ophthalmology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
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Retinal Sensitivity Loss Correlates with Deep Capillary Plexus Impairment in Diabetic Macular Ischemia. J Ophthalmol 2019; 2019:7589841. [PMID: 31737359 PMCID: PMC6815547 DOI: 10.1155/2019/7589841] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Accepted: 08/05/2019] [Indexed: 11/17/2022] Open
Abstract
Purpose To assess retinal sensitivity and retinal morphologic changes of capillary nonperfused areas in diabetic macular ischemia. Methods Observational cross-sectional study. Patients were examined at IRCCS—Bietti Foundation, Rome, Italy. Fourteen consecutive diabetic eyes showing outer retinal changes on spectral domain optical coherence tomography B-scan were included. Ten eyes of ten diabetic patients with normal outer retinal structure on SD-OCT were included as controls. All eyes underwent optical coherence tomography angiography (OCTA) and MP1 microperimetry. To explore the outer retina findings and localized areas of capillary nonperfusion at the superficial and deep capillary plexus, we used the Spectralis HRA + OCTA (Heidelberg Engineering, Heidelberg, Germany). The B-scans as either normal or having outer retinal disruption and the enface images at the level of the superficial and/or deep capillary plexus were evaluated to identify areas of capillary nonperfusion. Results Fourteen eyes of 12 consecutive type 2 diabetic patients with outer retinal disruption on SD-OCT showed that areas of capillary nonperfusion of the deep capillary plexus were colocalized to areas of reduced retinal sensitivity. Conclusions On optical coherence tomography angiography, areas of capillary nonperfusion of deep capillary plexus due to macular ischemia are associated with photoreceptor structural abnormalities and retinal sensitivity loss on microperimetry. This highlights that the health status of deep capillary plexus and not only the choroid is important to the oxygen requirements of the photoreceptors in patients with diabetic macular ischemia. Also, the anatomical and functional consequences of these findings might help to explore the efficacy of new therapy into the macular area in clinical practice.
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