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Yanxia C, Yongqiang X, Min F, Xiaoyun K. A nomogram based on peripheral blood inflammatory indices and optical coherence tomography biomarkers for early prediction of anti-VEGF response in diabetic macular edema. Clin Exp Optom 2025:1-9. [PMID: 40295139 DOI: 10.1080/08164622.2025.2493387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 08/19/2024] [Accepted: 04/09/2025] [Indexed: 04/30/2025] Open
Abstract
CLINICAL RELEVANCE The pathogenesis of diabetic macular edema (DME) involves inflammation. Identifying relevant biomarkers can guide more effective treatment strategies. BACKGROUND This study evaluated peripheral blood indices and optical coherence tomography (OCT) biomarkers in DME patients, constructing a nomogram to predict anti-vascular endothelial growth factor (VEGF) response based on inflammatory features. METHODS A total of 140 eyes from 93 DME patients were included in this study. Data on OCT and haematologic parameters were collected. Logistic regression analyses with generalised estimating equations (GEE) identified risk factors for poor visual-functional response to anti-VEGF therapy, and a nomogram was constructed. RESULTS Forty percent (56/140) of the eyes from DME patients exhibited a poor visual-functional response. Multivariate regression analyses with GEE revealed that older age (odds ratio [OR]: 1.07; 95% confidence interval [CI]: 1.07-1.12; p = 0.005), lower best-corrected visual acuity (BCVA) (OR: 0.07; 95% CI: 0.02-0.27; p < 0.001), neutrophil-to-lymphocyte ratio (NLR) > 2.57 (OR: 2.93; 95% CI: 1.93-9.21; p = 0.16), platelet-to-lymphocyte ratio (PLR) > 98.93 (OR: 12.64; 95% CI: 2.17-73.7; p = 0.018), presence of subretinal fluid (SRF) (OR: 3.59; 95% CI: 1.96-13.42; p = 0.034), a greater number of hyperreflective foci (HRF) in the outer retinal layers (OR: 1.31; 95% CI: 1.08-1.6; p = 0.001), and the grading of external limiting membrane integrity (OR: 6.57; 95% CI: 1.71-25.27; p = 0.005) were risk factors for poor response. The nomogram achieved an area under the curve of 0.866. Calibration and Hosmer - Lemeshow tests confirmed the model fit (p = 0.685). Clinical decision curve analysis demonstrated substantial clinical utility. CONCLUSIONS An NLR > 2.57 and PLR > 98.93 serve as circulating biomarkers, while SRF and HRF act as imaging biomarkers that can function as inflammatory markers for DME. The nomogram based on these inflammatory features effectively predicts the visual-functional response in DME.
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Affiliation(s)
- Chen Yanxia
- Department of Ophthalmology, Women and Children's Hospital, School of medicine, Xiamen University, Xiamen, Fujian, China
| | - Xiong Yongqiang
- Department of Ophthalmology, Women and Children's Hospital, School of medicine, Xiamen University, Xiamen, Fujian, China
| | - Fu Min
- Department of Ophthalmology, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Ke Xiaoyun
- Department of Ophthalmology, ZhuJiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
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Sen S, Khalid H, Udaya P, Raman R, Rajendram R, ElHousseini Z, Nicholson L, Kannan NB, Ramasamy K, Kumaragurupari T. Ultrastructural imaging biomarkers in diabetic macular edema: A major review. Indian J Ophthalmol 2025; 73:S7-S23. [PMID: 39723865 PMCID: PMC11834929 DOI: 10.4103/ijo.ijo_878_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 10/02/2024] [Accepted: 10/10/2024] [Indexed: 12/28/2024] Open
Abstract
Diabetic macular edema (DME) is a vision-threatening complication of diabetic retinopathy and causes significant morbidity in patients. Anti-vascular endothelial growth factor (VEGF) agents are the mainstay of treatment for DME, with steroid implants being used for the treatment of anti-VEGF resistant eyes. Over the years, several classification systems have been devised to describe the patterns of DME using optical coherence tomography (OCT). With the advent of effective treatments, it has become imperative that imaging cues are not merely used for classifying the disease but also as biomarkers for prognostication of disease activity and treatment response. In this aspect, newer imaging findings such as hyperreflective dots, photoreceptor integrity, and disorganization of retinal inner layers have been characterized in detail by several authors. Macular perfusion analysis using OCT angiography is the latest in the armamentarium for imaging DME. In this narrative review, we have summarized all relevant literature related to the ultrastructural imaging-based biomarkers of DME and their correlation to treatment.
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Affiliation(s)
- Sagnik Sen
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
- Department of Vitreoretina, St Thomas Hospital, London, UK
- UCL Institute of Ophthalmology, London, UK
- Department of Vitreoretina, Aravind Eye Hospital, Madurai, India
| | - Hagar Khalid
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
- Department of Ophthalmology, Tanta University, Egypt
| | - Prithviraj Udaya
- Department of Vitreoretina, Aravind Eye Hospital, Madurai, India
| | - Rajiv Raman
- Department of Vitreoretina, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Ranjan Rajendram
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
| | - Zein ElHousseini
- Department of Ophthalmology, Royal Free London NHS Foundation Trust, London, UK
| | - Luke Nicholson
- Department of Medical Retina, Moorfields Eye Hospital, London, UK
| | | | - Kim Ramasamy
- Department of Vitreoretina, Aravind Eye Hospital, Madurai, India
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Chen X, Yang W, Fong A, Chahal N, Taha AT, Keenan JD, Stewart JM. Sex Differences in Inflammation-Related Biomarkers Detected with OCT in Patients with Diabetic Macular Edema. OPHTHALMOLOGY SCIENCE 2024; 4:100580. [PMID: 39280349 PMCID: PMC11401180 DOI: 10.1016/j.xops.2024.100580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 04/27/2024] [Accepted: 05/17/2024] [Indexed: 09/18/2024]
Abstract
Purpose To investigate sex-based differences in inflammation-related biomarkers on spectral-domain OCT. Design Cross-sectional study. Participants Patients with diabetic macular edema (DME) between February 1, 2019, and March 31, 2023, without intravitreal anti-VEGF injection within the previous 6 months. Methods We reviewed each patient's medical record for age, biological sex, race and ethnicity, most recent glycated hemoglobin A1c (HbA1c) level, visual acuity (VA), and central macular thickness (CMT). OCT biomarkers that have been found in literature to be associated with inflammation, including disorganization of retinal inner layers (DRIL), retinal hyperreflective retinal foci (HRFs), hyperreflective choroidal foci (HCFs), subfoveal neuroretinal detachment (SND), and perturbation in retinal nerve fiber layer thickness, ganglion cell layer thickness, and inner nuclear layer (INL) thickness were evaluated by graders masked to the clinical characteristics of the patients. We performed multivariable regression analyses with the OCT biomarkers as the outcome variables and sex, age, HbA1c, and CMT as independent variables. Main Outcome Measures OCT inflammation-related biomarkers, as listed above. Results Female patients were, on average, 2 years older than male patients (P = 0.041). There were no significant differences in race and ethnicity, HbA1c, VA, or CMT between male and female patients. After controlling for age, HbA1c, and CMT, we found male sex to be associated with more HRF (incidence rate ratio [IRR] = 1.19; 95% confidence interval [CI] = 1.10-1.29), more HCF (odds ratio = 2.01; 95% CI = 1.12-3.64), and thicker INL (7 μm thicker in males; 95% CI = 2-12). Sex was not a significant predictor for either DRIL or SND in the multivariable regression models. Patients with higher HbA1c were more likely to have more HRF (IRR = 1.02 per 1 point increase; 95% CI = 1.00-1.04) after controlling for other factors. Conclusions Male sex was correlated with more inflammation-related biomarkers on OCT including more HRF, more HCF, and thicker INL, after accounting for age, glycemic control, and amount of DME. Further studies are needed to evaluate the potential implications of these sex-based differences for individualized treatment. Financial Disclosures Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Xinyi Chen
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
- Francis I. Proctor Foundation for Research in Ophthalmology, University of California, San Francisco, San Francisco, California
| | - Wendy Yang
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Ashley Fong
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Noor Chahal
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Abu T Taha
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Jeremy D Keenan
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California
- Francis I. Proctor Foundation for Research in Ophthalmology, University of California, San Francisco, San Francisco, California
| | - Jay M Stewart
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
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Genç G, Yanık Ö, Demirel S, Batioglu F, Özmert E. The longitudinal follow-up of a newly proposed OCTA imaging finding (SSPiM) and the importance of it as a new biomarker for treatment response in diabetic macular edema. Graefes Arch Clin Exp Ophthalmol 2024; 262:2491-2502. [PMID: 38530451 PMCID: PMC11271326 DOI: 10.1007/s00417-024-06457-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 02/11/2024] [Accepted: 03/15/2024] [Indexed: 03/28/2024] Open
Abstract
PURPOSE This study aimed to evaluate the frequency of SSPiM (suspended scattering particles in motion), systemic risk factors, ocular findings, progression characteristics, and treatment response in diabetic retinopathy (DR) patients. METHODS In this prospective study, a total of 109 eyes of 109 patients with diabetic macular edema (DME) were included. Demographic characteristics and systemic data of the patients were recorded. In addition to a detailed ophthalmological examination, optical coherence tomography (OCT) and OCT angiography (OCTA) imaging were performed. According to the OCTA images, the patients were divided into two categories: SSPiM detected (SSPiM +) and undetected (SSPiM -). The patients were followed up at 0, 3, and 6 months. Treatment responses at 6 months in treatment-administered patients with and without SSPiM were examined. RESULTS The frequency of SSPiM in DME cases was found to be 34.9%. No significant correlation was found between SSPiM and demographic characteristics, systemic, and biochemical parameters (p > 0.05). It was observed that SSPIM was most frequently localized in the outer nuclear layer adjacent to the outer plexiform (81.6%). SSPiM appearance disappeared in 7 (19.4%) of 36 patients with SSPiM who had regular follow-up for 6 months. In 4 (11.1%) of these seven patients, hard exudate plaques developed in the areas where SSPiM disappeared. Regarding treatment response at 6 months, the decrease in CMT was statistically significantly lower in the SSPiM group compared to cases without SSPiM. CONCLUSION SSPiM is a finding seen in approximately one-third of DME patients and may adversely affect the response to the treatment.
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Affiliation(s)
- Gülsüm Genç
- Department of Ophthalmology, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Özge Yanık
- Department of Ophthalmology, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Sibel Demirel
- Department of Ophthalmology, Ankara University Faculty of Medicine, Ankara, Turkey.
| | - Figen Batioglu
- Department of Ophthalmology, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Emin Özmert
- Department of Ophthalmology, Ankara University Faculty of Medicine, Ankara, Turkey
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Sardana A, Singh K, Singh A, Singh VK. Optical coherence tomography biomarkers DROL, PROS, SND, hyperreflective walls of foveal cystoid spaces as predictors of central macular thickness and visual acuity in diabetic macular edema treated with intravitreal ranibizumab. Indian J Ophthalmol 2024; 72:722-727. [PMID: 38648434 PMCID: PMC11168529 DOI: 10.4103/ijo.ijo_903_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 10/22/2023] [Accepted: 10/28/2023] [Indexed: 04/25/2024] Open
Abstract
PURPOSE This study aims to establish DROL (disruption of retinal outer layers), PROS (photoreceptor outer segment length), SND (subfoveal neuroretinal detachment), and hyperreflective walls of foveal cystoid spaces (HRW) as optical coherence tomography (OCT) biomarkers and predictors of central macular thickness (CMT) and visual acuity in diabetic macular edema (DME) treated with intravitreal ranibizumab (IVR). METHODS In this prospective, interventional study performed at a tertiary care center over a span of 1 year from December 2021 to December 2022, 50 eyes of 46 patients of DME were included. Visual acuity and spectral domain OCT imaging were performed at baseline. Using inbuilt calipers on SD-OCT, the horizontal extent of DROL and the vertical extent of PROS were measured manually. SND and HRW were assessed qualitatively. IVR was administered and patients were followed up at 4, 8, and 12 weeks. RESULTS The eyes without DROL had statistically significant (P < 0.05) lesser CMT and better BCVA (best-corrected visual acuity) (P < 0.05) after pro re nata injection of IVR. There was a positive correlation between the extent of baseline DROL with final CMT (P < 0.05) and final logMAR BCVA (P > 0.05), whereas negative correlation with the extent of baseline PROS with final CMT (P < 0.05) and final logMAR BCVA (P > 0.05). The presence of HRW and SND predicted non-resolution of CMT and worse visual acuity after treatment with IVR in DME. CONCLUSION DROL, PROS, SND, and hyperreflective walls of foveal cystoid spaces may be utilized as qualitative as well as quantitative biomarkers to predict the post-treatment CMT and visual acuity in DME.
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Affiliation(s)
- Ayushi Sardana
- Department of Ophthalmology, Regional Institute of Ophthalmology, M.L.N. Medical College, Prayagraj, Uttar Pradesh, India
| | - Kamaljeet Singh
- Department of Ophthalmology, Regional Institute of Ophthalmology, M.L.N. Medical College, Prayagraj, Uttar Pradesh, India
| | - Arti Singh
- Department of Ophthalmology, Regional Institute of Ophthalmology, M.L.N. Medical College, Prayagraj, Uttar Pradesh, India
| | - Vinod K Singh
- Department of Ophthalmology, Regional Institute of Ophthalmology, M.L.N. Medical College, Prayagraj, Uttar Pradesh, India
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Gurung RL, FitzGerald LM, Liu E, McComish BJ, Kaidonis G, Ridge B, Hewitt AW, Vote BJ, Verma N, Craig JE, Burdon KP. Predictive factors for treatment outcomes with intravitreal anti-vascular endothelial growth factor injections in diabetic macular edema in clinical practice. Int J Retina Vitreous 2023; 9:23. [PMID: 37016462 PMCID: PMC10074667 DOI: 10.1186/s40942-023-00453-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Accepted: 03/13/2023] [Indexed: 04/06/2023] Open
Abstract
BACKGROUND Intravitreal anti-vascular endothelial growth factor (anti-VEGF) injections are the standard of care for diabetic macular edema (DME), a common complication of diabetes. This study aimed to identify factors influencing DME intravitreal anti-VEGF treatment outcomes in real-world practice. METHODS This was a multi-center retrospective observational study using medical chart review of participants receiving anti-VEGF injections for DME (N = 248). Demographic and clinical variables were assessed for association with best corrected visual acuity (BCVA) and central macular thickness (CMT) outcomes using regression models. RESULTS There was a significant improvement in BCVA (p < 0.001) and CMT (p < 0.001) after 12 months of treatment, although 21% of participants had decreased BCVA, and 41% had a < 10% CMT reduction at 12 months. Higher baseline BCVA (p = 0.022, OR=-0.024, 95% CI=-0.046,-0.004) and longer duration of diabetic retinopathy (p = 0.048, OR=-0.064, 95% CI=-0.129,-0.001) were negative predictors for BCVA response, whereas Aflibercept treatment (p = 0.017, OR = 1.107, 95% CI = 0.220,2.051) compared with other drugs and a positive "early functional response" (p < 0.001, OR=-1.393, 95% CI=-1.946,-0.857) were positive predictors. A higher baseline CMT (p < 0.001, OR = 0.019, 95% CI = 0.012,0.0261) and an "early anatomical response", (p < 0.001, OR=-1.677, 95% CI=-2.456, -0.943) were predictors for greater reduction in CMT. Overall, the variables could predict only 23% of BCVA and 52% of CMT response. CONCLUSIONS The study shows a significant proportion of DME patients do not respond to anti-VEGF therapy and identifies several clinical predictors for treatment outcomes. TRIAL REGISTRATION The study was approved through the Human Research Ethics Committee, University of Tasmania (approval number H0012902), and the Southern Adelaide Clinical Human Research Ethics Committee (approval number 86 - 067).
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Affiliation(s)
- Rajya L Gurung
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street (Private Bag 23), Hobart, TAS, 7000, Australia.
| | - Liesel M FitzGerald
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street (Private Bag 23), Hobart, TAS, 7000, Australia
| | - Ebony Liu
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Bennet J McComish
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street (Private Bag 23), Hobart, TAS, 7000, Australia
| | - Georgia Kaidonis
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Bronwyn Ridge
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street (Private Bag 23), Hobart, TAS, 7000, Australia
- School of Medicine, University of Tasmania, Hobart, TAS, Australia
| | - Brendan J Vote
- School of Medicine, University of Tasmania, Hobart, TAS, Australia
| | - Nitin Verma
- School of Medicine, University of Tasmania, Hobart, TAS, Australia
| | - Jamie E Craig
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Kathryn P Burdon
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street (Private Bag 23), Hobart, TAS, 7000, Australia
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Sorour OA, Levine ES, Baumal CR, Elnahry AG, Braun P, Girgis J, Waheed NK. Persistent diabetic macular edema: Definition, incidence, biomarkers, and treatment methods. Surv Ophthalmol 2023; 68:147-174. [PMID: 36436614 DOI: 10.1016/j.survophthal.2022.11.008] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 11/20/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022]
Abstract
Intravitreal antivascular endothelial growth factor (anti-VEGF) treatment has drastically improved the visual and anatomical outcomes in patients with diabetic macular edema (DME); however, success is not always guaranteed, and a proportion of these eyes demonstrate persistent DME (pDME) despite intensive treatment. While standardized criteria to define these treatment-resistant eyes have not yet been established, many studies refer to eyes with no clinical response or an unsatisfactory partial response as having pDME. A patient is considered to have pDME if the retinal thickness improves less than 10-25% after 6 months of treatment. A range of treatment options have been recommended for eyes with pDME, including switching anti-VEGF agents, using corticosteroids and/or antioxidant drugs in adjunct with anti-VEGF therapy, and vitrectomy. In addition, multimodal imaging of DME eyes may be advantageous in predicting the responsiveness to treatment; this is beneficial when initiating alternative therapies. We explore the literature on persistent DME regarding its defining criteria, incidence, the baseline biological markers that may be useful in anticipating the response to treatment, and the available treatment options.
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Affiliation(s)
- Osama A Sorour
- New England Eye Center, Tufts Medical Center, Boston, Massachusetts, USA; Department of Ophthalmology, Tanta University, Tanta, Egypt
| | - Emily S Levine
- New England Eye Center, Tufts Medical Center, Boston, Massachusetts, USA; Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Caroline R Baumal
- New England Eye Center, Tufts Medical Center, Boston, Massachusetts, USA
| | | | - Phillip Braun
- New England Eye Center, Tufts Medical Center, Boston, Massachusetts, USA
| | - Jessica Girgis
- New England Eye Center, Tufts Medical Center, Boston, Massachusetts, USA
| | - Nadia K Waheed
- New England Eye Center, Tufts Medical Center, Boston, Massachusetts, USA.
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Yuen YS, Tan GSW, Gan NY, Too IHK, Mothe RK, Basa P, Shaikh J. Real-World Evidence in the Management of Diabetic Macular Edema with Intravitreal Anti-VEGFs in Asia: A Systematic Literature Review. Clin Ophthalmol 2022; 16:3503-3526. [PMID: 36274678 PMCID: PMC9579008 DOI: 10.2147/opth.s378392] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 09/28/2022] [Indexed: 11/07/2022] Open
Abstract
Purpose To evaluate the visual outcomes and safety profile of intravitreal anti-vascular endothelial growth factor (anti-VEGF) therapy in the treatment of diabetic macular edema (DME) in real-world studies in Asian countries. Methods A systematic review of electronic literature databases (Embase, Medline, and the Cochrane Library from January 1, 2010, to March 16, 2021) was conducted to identify observational studies that reported clinical and safety outcomes of anti-VEGF treatments for DME in Asia. We analyzed baseline patient characteristics, treatment patterns, mean number of injections, best-corrected visual acuity (BCVA), retinal thickness, and safety outcomes. Results Seventy-one studies were included in this review. Most studies reported treatment of DME with ranibizumab (n = 33), followed by aflibercept (n = 13), bevacizumab (n = 28), and conbercept (n = 9). At 12 months, the cumulative mean number of injections for ranibizumab, aflibercept, and conbercept was 5.2, 4.6, and 6, respectively. At the 12-month follow-up, the cumulative mean BCVA gain was 6.8 letters (ranibizumab), 4.6 letters (aflibercept), 4.9 letters (bevacizumab), and 8.3 letters (conbercept). The cumulative mean reduction in retinal thickness at 12 months was 116.9 μm (ranibizumab), 105.9 μm (aflibercept), 81.7 μm (bevacizumab), and 135.2 μm (conbercept). A strong positive correlation (r = 0.78) was observed between mean number of injections and change in BCVA at 12 months. A moderate positive correlation (r = 0.54) was observed between mean number of injections and mean reduction in retinal thickness at 12 months. A weak positive correlation was observed between baseline retinal thickness and visual acuity at 12 months. Baseline BCVA and mean number of injections were predictors of BCVA at 12 months. Conclusion All anti-VEGFs were effective in the treatment of DME in Asia. The data suggest that a greater number of anti-VEGF injections was associated with better improvement in BCVA and moderate reduction in retinal thickness at the 1-year follow-up.
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Affiliation(s)
- Yew Sen Yuen
- Department of Ophthalmology, National University Hospital, Singapore
| | - Gavin Siew Wei Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
| | - Nicola Yi’An Gan
- Department of Ophthalmology, Tan Tock Seng Hospital, National Healthcare Group Eye Institute, Singapore, Singapore
| | - Issac Horng Khit Too
- Novartis Singapore Pte. Ltd., Mapletree Business City, Singapore,Correspondence: Issac Horng Khit Too, Novartis Singapore Pte Ltd, Mapletree Business City, 20 Pasir Panjang Road #10-25/28, 117439, Singapore, Tel +6567226189, Email
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Factors predicting the treatment frequency of ranibizumab injections during the second year in diabetic macular edema. Jpn J Ophthalmol 2022; 66:296-304. [PMID: 35438397 DOI: 10.1007/s10384-022-00905-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 12/23/2021] [Indexed: 10/18/2022]
Abstract
PURPOSE To investigate the predictors of annual treatment frequency in the second year of pro re nata (PRN) intravitreal ranibizumab (IVR) injections for diabetic macular edema (DME). STUDY DESIGN A retrospective study. METHODS We reviewed 65 eyes of 60 patients with center-involved DME who received PRN IVR injections after 3 monthly loading doses. The central subfield thickness (CST) and qualitative findings were assessed on the spectral domain optical coherence tomography (SD-OCT) images. We then investigated whether the parameters at the baseline or at the 12-month visit were associated with treatment frequency in the second year. RESULTS The number of ranibizumab injections decreased from 6 (4-8) during the first year to 2 (0-3) during the second year (P < .001). The injection numbers during the first year (ρ = 0.259, P = .037) but not during the second year (ρ = 0.152, P = .226) were modestly related to the logarithm of the minimum angle of resolution (logMAR) improvement at 24 months. Multivariate analyses revealed that the CST (β = 0.336, P = .005) and hyperreflective walls in the foveal cystoid spaces (β = 0.273, P = .020) at baseline were associated with the number of IVR injections during the second year. The treatment frequency during the second year was also related to the CST (β = 0.266, P = .012), hyperreflective walls (β = 0.394, P = .002), and cumulative doses of ranibizumab injections (β = 0.294, P = .006) at the 12-month visit. CONCLUSIONS The cumulative doses of ranibizumab injections, CST, and hyperreflective walls in the foveal cystoid spaces at the 12-month visit are designated predictors of the treatment frequency of ranibizumab injections during the second year in DME.
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Significance of Hyperreflective Foci as an Optical Coherence Tomography Biomarker in Retinal Diseases: Characterization and Clinical Implications. J Ophthalmol 2021; 2021:6096017. [PMID: 34956669 PMCID: PMC8709761 DOI: 10.1155/2021/6096017] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 11/30/2021] [Indexed: 02/03/2023] Open
Abstract
Hyperreflective foci (HRF) is a term coined to depict hyperreflective dots or roundish lesions within retinal layers visualized through optical coherence tomography (OCT). Histopathological correlates of HRF are not univocal, spacing from migrating retinal pigment epithelium cells, lipid-laden macrophages, microglial cells, and extravasated proteinaceous or lipid material. Despite this, HRF can be considered OCT biomarkers for disease progression, treatment response, and prognosis in several retinal diseases, including diabetic macular edema, age-related macular degeneration (AMD), retinal vascular occlusions, and inherited retinal dystrophies. The structural features and topographic location of HRF guide the interpretation of their significance in different pathological conditions. The presence of HRF less than 30 μm with reflectivity comparable to the retinal nerve fiber layer in the absence of posterior shadowing in diabetic macular edema indicates an inflammatory phenotype with a better response to steroidal treatment. In AMD, HRF overlying drusen are associated with the development of macular neovascularization, while parafoveal drusen and HRF predispose to macular atrophy. Thus, HRF can be considered a key biomarker in several common retinal diseases. Their recognition and critical interpretation via multimodal imaging are vital to support clinical strategies and management.
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Ueda K, Shiraya T, Araki F, Hashimoto Y, Yamamoto M, Yamanari M, Ueta T, Minami T, Aoki N, Sugiyama S, Zhou HP, Totsuka K, Toyama T, Sugimoto K, Obata R, Kato S. Changes in entropy on polarized-sensitive optical coherence tomography images after therapeutic subthreshold micropulse laser for diabetic macular edema: A pilot study. PLoS One 2021; 16:e0257000. [PMID: 34516553 PMCID: PMC8437304 DOI: 10.1371/journal.pone.0257000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 08/20/2021] [Indexed: 11/18/2022] Open
Abstract
Purpose To investigate the dynamics of the healing process after therapeutic subthreshold micropulse laser (SMPL) for diabetic macular edema (DME) using polarization-sensitive optical coherence tomography (PS-OCT). Methods Patients with treatment-native or previously-treated DME were prospectively imaged using PS-OCT at baseline, 1, 2, 3, and 6 months. The following outcomes were evaluated: changes in the entropy value per unit area (pixel2) in the retinal pigment epithelium (RPE) on the B-scan image; changes in the entropy value in each stratified layer (retina, RPE, choroid) based on the ETDRS grid circle overlaid with en face entropy mapping, not only the whole ETDRS grid area but also a sector irradiated by the SMPL; and the relationship between edema reduction and entropy changes. Results A total of 11 eyes of 11 consecutive DME patients were enrolled. No visible signs of SMPL treatment were detected on PS-OCT images. The entropy value per unit area (pixel2) in the RPE tended to decrease at 3 and 6 months from baseline (35.8 ± 17.0 vs 26.1 ± 9.8, P = 0.14; vs 28.2 ± 18.3, P = 0.14). Based on the en face entropy mapping, the overall entropy value did not change in each layer in the whole ETDRS grid; however, decrease of entropy in the RPE was observed at 2, 3, and 6 months post-treatment within the SMPL-irradiated sectors (P < 0.01, each). There was a positive correlation between the change rate of retinal thickness and that of entropy in the RPE within the SMPL-irradiated sector at 6 months (r2 = 0.19, P = 0.039). Conclusion Entropy measured using PS-OCT may be a new parameter that facilitates objective monitoring of SMPL-induced functional changes in the RPE that could not previously be assessed directly. This may contribute to a more promising therapeutic evaluation of DME. Clinical trial This clinical study was registered in UMIN-CTR (ID: UMIN000042420).
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Affiliation(s)
- Koji Ueda
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tomoyasu Shiraya
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- * E-mail:
| | - Fumiyuki Araki
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yohei Hashimoto
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
| | - Motoshi Yamamoto
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | | | - Takashi Ueta
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Takahiro Minami
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nobuyori Aoki
- Engineering Department, Tomey Corporation, Nagoya, Aichi, Japan
| | | | - Han Peng Zhou
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kiyohito Totsuka
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Taku Toyama
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Koichiro Sugimoto
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Ryo Obata
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Satoshi Kato
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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12
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Huang H, Zhu L, Zhu W, Lin T, Los LI, Yao C, Chen X, Chen H. Algorithm for Detection and Quantification of Hyperreflective Dots on Optical Coherence Tomography in Diabetic Macular Edema. Front Med (Lausanne) 2021; 8:688986. [PMID: 34485331 PMCID: PMC8416345 DOI: 10.3389/fmed.2021.688986] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 07/21/2021] [Indexed: 12/04/2022] Open
Abstract
Purpose: To develop an algorithm to detect and quantify hyperreflective dots (HRDs) on optical coherence tomography (OCT) in patients with diabetic macular edema (DME). Materials and Methods: Twenty OCTs (each OCT contains 128 b scans) from 20 patients diagnosed with DME were included in this study. Two types of HRDs, hard exudates and small HRDs (hypothesized to be activated microglia), were identified and labeled independently by two raters. An algorithm using deep learning technology was developed based on input (in total 2,560 OCT b scans) of manual labeling and differentiation of HRDs from rater 1. 4-fold cross-validation was used to train and validate the algorithm. Dice coefficient, intraclass coefficient (ICC), correlation coefficient, and Bland–Altman plot were used to evaluate agreement of the output parameters between two methods (either between two raters or between one rater and proposed algorithm). Results: The Dice coefficients of total HRDs, hard exudates, and small HRDs area of the algorithm were 0.70 ± 0.10, 0.72 ± 0.11, and 0.46 ± 0.06, respectively. The correlations between rater 1 and proposed algorithm (range: 0.95–0.99, all p < 0.001) were stronger than the correlations between the two raters (range: 0.84–0.96, all p < 0.001) for all parameters. The ICCs were higher for all the parameters between rater 1 and proposed algorithm (range: 0.972–0.997) than those between the two raters (range: 0.860–0.953). Conclusions: Our proposed algorithm is a good tool to detect and quantify HRDs and can provide objective and repeatable information of OCT for DME patients in clinical practice and studies.
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Affiliation(s)
- Haifan Huang
- Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong, Shantou, China.,Department of Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Liangjiu Zhu
- School of Electronics and Information Engineering, Soochow University, Suzhou, China
| | - Weifang Zhu
- School of Electronics and Information Engineering, Soochow University, Suzhou, China
| | - Tian Lin
- Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong, Shantou, China
| | - Leonoor Inge Los
- Department of Ophthalmology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Chenpu Yao
- School of Electronics and Information Engineering, Soochow University, Suzhou, China
| | - Xinjian Chen
- School of Electronics and Information Engineering, Soochow University, Suzhou, China
| | - Haoyu Chen
- Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong, Shantou, China
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13
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Yamada Y, Takamura Y, Morioka M, Gozawa M, Matsumura T, Inatani M. Microaneurysm density in residual oedema after anti-vascular endothelial growth factor therapy for diabetic macular oedema. Acta Ophthalmol 2021; 99:e876-e883. [PMID: 33326191 DOI: 10.1111/aos.14706] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 10/28/2020] [Accepted: 11/03/2020] [Indexed: 01/28/2023]
Abstract
PURPOSE To investigate the relationship between microaneurysm (MA) density and residual oedema after intravitreal injection of an anti-vascular endothelial growth factor agent for the treatment of diabetic macular oedema (DMO). METHODS Patients with DMO were divided into those with residual oedema (RO) and those with no residual oedema (NRO) by the presence and absence of oedema at 1 month after intravitreal injection of either aflibercept or ranibizumab. We then compared MA density, best corrected visual acuity (BCVA), central retinal thickness (CRT) and size of the severely thickened area, as indicated by a white area (WA) on optical coherence tomography. RESULTS We examined 48 eyes in the RO group and 25 eyes in the NRO group (n = 73). In both groups, the CRT and WA size significantly decreased and BCVA improved at 1 month and thereafter. CRT was significantly higher and BCVA was poor in the RO group at 1 and 3 months, while WA size was larger at 1, 3 and 6 months compared with the NRO group (p < 0.05). The number of injections in the RO group (3.62 ± 1.75) was larger than the NRO group (1.89 ± 0.97; p < 0.0001). At 1 and 6 months, the MA density in the area with persistent oedema was significantly higher than in the area with improved oedema (1 month: p = 0.0001, 6 months: p = 0.029). CONCLUSION High MA density and extensive swelling may be characteristic of RO following treatment for DMO with intravitreal injection of either aflibercept or ranibizumab.
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Affiliation(s)
- Yutaka Yamada
- Department of Ophthalmology Faculty of Medical Sciences University of Fukui Yoshida‐gun Japan
| | - Yoshihiro Takamura
- Department of Ophthalmology Faculty of Medical Sciences University of Fukui Yoshida‐gun Japan
| | - Masakazu Morioka
- Department of Ophthalmology Faculty of Medical Sciences University of Fukui Yoshida‐gun Japan
| | - Makoto Gozawa
- Department of Ophthalmology Faculty of Medical Sciences University of Fukui Yoshida‐gun Japan
| | - Takehiro Matsumura
- Department of Ophthalmology Faculty of Medical Sciences University of Fukui Yoshida‐gun Japan
| | - Masaru Inatani
- Department of Ophthalmology Faculty of Medical Sciences University of Fukui Yoshida‐gun Japan
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14
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Indicators of Visual Prognosis in Diabetic Macular Oedema. J Pers Med 2021; 11:jpm11060449. [PMID: 34067442 PMCID: PMC8224579 DOI: 10.3390/jpm11060449] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 05/19/2021] [Accepted: 05/20/2021] [Indexed: 11/26/2022] Open
Abstract
Diabetic macular oedema (DMO) is an important cause of moderate vision loss in people with diabetes. Advances in imaging technology have shown that a significant proportion of patients with DMO respond sub-optimally to existing treatment options. Identifying associations and predictors of response before treatment is initiated may help in explaining visual prognosis to patients and aid the development of personalized treatment strategies. Imaging features, such as central subfoveal thickness, photoreceptor integrity, disorganization of retinal inner layers, choroidal changes, and macular perfusion, have been reported to be prognostic factors of visual acuity (VA) in DMO. In this review we evaluated each risk factor to understand their relative importance in visual prognostication of DMO eyes post-treatment. Although individually, some of these factors may not be significant predictors, in combination they may form phenotypes that can inform visual prognosis. Stratification based on these phenotypes needs to be developed to progress to personalized medicine for DMO.
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15
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Huang CH, Yang CH, Hsieh YT, Yang CM, Ho TC, Lai TT. Hyperreflective foci in predicting the treatment outcomes of diabetic macular oedema after anti-vascular endothelial growth factor therapy. Sci Rep 2021; 11:5103. [PMID: 33658601 PMCID: PMC7930178 DOI: 10.1038/s41598-021-84553-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 02/18/2021] [Indexed: 12/30/2022] Open
Abstract
This retrospective study evaluated the association of hyperreflective foci (HRF) with treatment response in diabetic macular oedema (DME) after anti-vascular endothelial growth factor (VEGF) therapy. The medical records, including of ophthalmologic examinations and optical coherence tomography (OCT) images, of 106 patients with DME treated with either intravitreal ranibizumab or aflibercept were reviewed. The correlations between best-corrected visual acuity (BCVA) changes and HRF along with other OCT biomarkers were analysed. The mean logMAR BCVA improved from 0.696 to 0.461 after an average of 6.2 injections in 1 year under real-world conditions. Greater visual-acuity gain was noted in patients with a greater number of HRF in the outer retina at baseline (p = 0.037), along with other factors such as poor baseline vision (p < 0.001), absence of epiretinal membrane (p = 0.048), and presence of subretinal fluid at baseline (p = 0.001). The number of HRF after treatment was correlated with the presence of hard exudate (p < 0.001) and baseline haemoglobin A1C (p = 0.001). Patients with proliferative diabetic retinopathy had greater HRF reduction after treatment (p = 0.018). The number of HRF in the outer retina, in addition to other baseline OCT biomarkers, could be used to predict the treatment response in DME after anti-VEGF treatment.
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Affiliation(s)
- Chu-Hsuan Huang
- Department of Ophthalmology, Cathay General Hospital, Taipei, Taiwan
| | - Chang-Hao Yang
- Department of Ophthalmology, National Taiwan University Hospital, No 7, Chung-Shan S. Rd., Taipei, 100, Taiwan.,Department of Ophthalmology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yi-Ting Hsieh
- Department of Ophthalmology, National Taiwan University Hospital, No 7, Chung-Shan S. Rd., Taipei, 100, Taiwan
| | - Chung-May Yang
- Department of Ophthalmology, National Taiwan University Hospital, No 7, Chung-Shan S. Rd., Taipei, 100, Taiwan.,Department of Ophthalmology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Tzyy-Chang Ho
- Department of Ophthalmology, National Taiwan University Hospital, No 7, Chung-Shan S. Rd., Taipei, 100, Taiwan
| | - Tso-Ting Lai
- Department of Ophthalmology, National Taiwan University Hospital, No 7, Chung-Shan S. Rd., Taipei, 100, Taiwan. .,Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, No 7, Chung-Shan S. Rd., Taipei, 100, Taiwan.
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16
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Rübsam A, Wernecke L, Rau S, Pohlmann D, Müller B, Zeitz O, Joussen AM. Behavior of SD-OCT Detectable Hyperreflective Foci in Diabetic Macular Edema Patients after Therapy with Anti-VEGF Agents and Dexamethasone Implants. J Diabetes Res 2021; 2021:8820216. [PMID: 33937416 PMCID: PMC8060103 DOI: 10.1155/2021/8820216] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 03/16/2021] [Accepted: 03/27/2021] [Indexed: 12/13/2022] Open
Abstract
PURPOSE Diabetic macular edema (DME) is the most common cause of blindness in the working-age population. Spectral-domain optical coherence tomography (SD-OCT) allows detection and monitoring of the edema and a detailed analysis of the retinal structure. Hyperreflective foci (HF) are small, circumscribed lesions on OCT, and their origin is yet to be determined. Our study was aimed to shed light on HF pathophysiology, by analyzing their number and location in DME patients at baseline and after therapy. METHODS A prospective, observational study on 59 eyes of 51 DME patients who were treated with antivascular endothelial growth factor (VEGF) therapy (VEGF group, n = 40 eyes) or dexamethasone implant (DEX group, n = 19). HF and hard exudates (HE) were discriminated by their appearance on fundus photographs and their size on OCT. Quantity and location of HF and HE were analyzed at baseline and after therapy. RESULTS DME decreased in 75% of patients in the VEGF (455.5 μm vs. 380.8 μm, p = 0.02) and in 95% of patients in the DEX group (471.6 μm vs. 381.9 μm, p = 0.007). The number of foci decreased in 62.5% of patients after anti-VEGF (130.6 vs. 111.1, p = 0.07) and in 68% of patients after dexamethasone injection ((123.4 vs. 94.9, p = 0.02) 5.1). A subgroup of 15% of eyes, all treated with anti-VEGF, showed accumulation of larger HF in outer retinal layers to visible HE during DME resolution, whereas smaller HF, found in all retinal layers, remained unchanged. There was a trend towards a dynamic shift of the foci from inner to outer retinal layers. CONCLUSION The dynamic rearrangement of the small HF and their slightly greater reduction after anti-inflammatory therapy suggest inflammatory cells as their origin, whereas larger HF in the outer retinal layers correspond to microexudates. Furthermore, we found a more favourable outcome in patients with HF after treatment with dexamethasone implants compared to anti-VEGF agents.
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Affiliation(s)
- Anne Rübsam
- Department of Ophthalmology, Charité Universtätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Laura Wernecke
- Department of Ophthalmology, Charité Universtätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Germany
| | - Saskia Rau
- Department of Ophthalmology, Charité Universtätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Germany
| | - Dominika Pohlmann
- Department of Ophthalmology, Charité Universtätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Bert Müller
- Department of Ophthalmology, Charité Universtätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Germany
| | - Oliver Zeitz
- Department of Ophthalmology, Charité Universtätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Antonia M. Joussen
- Department of Ophthalmology, Charité Universtätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
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17
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Yoshida S, Murakami T, Nozaki M, Suzuma K, Baba T, Hirano T, Sawada O, Sugimoto M, Takamura Y, Tsuiki E. Review of clinical studies and recommendation for a therapeutic flow chart for diabetic macular edema. Graefes Arch Clin Exp Ophthalmol 2020; 259:815-836. [PMID: 32997288 DOI: 10.1007/s00417-020-04936-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 09/03/2020] [Accepted: 09/10/2020] [Indexed: 12/25/2022] Open
Abstract
Diabetic macular edema (DME), characterized by exudative fluid accumulation in the macula, is the most common form of sight-threatening retinopathy in patients with diabetes. The management of DME has changed considerably in recent years, especially following the development of intravitreal anti-vascular endothelial growth factor therapy which has emerged as a first-line therapy for center-involved DME. Laser treatment, intravitreal steroid therapy, and vitrectomy are also important treatment options for DME. We believe that it is important to choose the most appropriate treatment option for DME based on the clinical evidences, in addition to the careful consideration of individual patients' general or ocular condition, DME characteristics, patients' motivation, and compliance to the treatment in real-world clinical practice. In this review, we have summarized important clinical evidences for the main treatments for DME, presented an expert review for these evidences, and proposed a recommended therapeutic flow chart for DME. We hope that our review of the clinical evidences and the recommended therapeutic flow chart for DME will contribute to better treatment outcome for DME.
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Affiliation(s)
- Shigeo Yoshida
- Department of Ophthalmology, Kurume University School of Medicine, 67 Asahi-machi, Kurume-shi, Fukuoka, 830-0011, Japan.
| | - Tomoaki Murakami
- Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, 54 Shogoin-Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Miho Nozaki
- Department of Ophthalmology and Visual Science, Nagoya City University Graduate School of Medical Sciences, 1-Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya-Shi, Aichi, 467-8601, Japan
| | - Kiyoshi Suzuma
- Department of Ophthalmology, Kagawa University Faculty of Medicine, 1750-1 Ikenobe, Miki-cho, Kagawa, Kita-gun, 761-0793, Japan
| | - Takayuki Baba
- Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8677, Japan
| | - Takao Hirano
- Department of Ophthalmology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto-shi, Nagano, 390-8621, Japan
| | - Osamu Sawada
- Department of Ophthalmology, Shiga University of Medical Science, Seta Tsukinowa-cho, Otsu-shi, Shiga, 520-2192, Japan
| | - Masahiko Sugimoto
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu-shi, Mie, 514-8507, Japan
| | - Yoshihiro Takamura
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, 23-3, Matsuokashimoaizuki, Eiheiji-cho, Yoshida-gun, Fukui, 910-1193, Japan
| | - Eiko Tsuiki
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, Sakamoto 1-7-1, Nagasaki-shi, Nagasaki, 852-8523, Japan
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18
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Hyperreflective Walls in Foveal Cystoid Spaces as a Biomarker of Diabetic Macular Edema Refractory to Anti-VEGF Treatment. Sci Rep 2020; 10:7299. [PMID: 32350366 PMCID: PMC7190628 DOI: 10.1038/s41598-020-64332-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Accepted: 04/13/2020] [Indexed: 01/07/2023] Open
Abstract
Diabetic macular edema (DME) refractory to anti-VEGF drugs is a socioeconomic burden. In this retrospective study, we investigated the relationship between DME remission and hyperreflective walls in foveal cystoid spaces, a novel finding on spectral domain optical coherence tomography (SD-OCT) images in DME. In a cross-sectional study, we assessed the relationship between hyperreflective walls in foveal cystoid spaces and other OCT findings in 110 eyes of 110 DME patients. Hyperreflective walls were delineated in 27 of 171 foveal cystoid spaces. Eyes with hyperreflective walls in foveal cystoid spaces had poorer visual acuity and more severe photoreceptor disruption than did those without such findings (P = 0.008 and P < 0.001, respectively). In the other longitudinal study, we evaluated the relationship between this finding and the remission in 54 eyes of 51 DME patients treated with as-needed ranibizumab injections for 24 months. Foveal cystoid spaces with hyperreflective walls were often persistent, and the cumulative rates of DME remission among eyes with and without the hyperreflective walls were 7.7% (1 eye) and 48.8% (20 eyes) at 18 months (hazard ratio, 0.092; P = 0.025). We characterized hyperreflective walls in foveal cystoid spaces and designated them as a predictor of no DME remission under ranibizumab injections.
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19
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Parravano M, Costanzo E, Borrelli E, Sacconi R, Virgili G, Sadda SR, Scarinci F, Varano M, Bandello F, Querques G. Appearance of cysts and capillary non perfusion areas in diabetic macular edema using two different OCTA devices. Sci Rep 2020; 10:800. [PMID: 31964977 PMCID: PMC6972882 DOI: 10.1038/s41598-020-57680-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 01/03/2020] [Indexed: 12/04/2022] Open
Abstract
The aim of this paper was to distinguish the appearance of cysts and non-perfusion areas (NPAs) in diabetic macular edema (DME) using two different Optical Coherence Tomography Angiography (OCTA) devices. In this study, patients underwent OCTA using the AngioVue XR Avanti Spectral Domain (SD) OCTA and the PLEX Elite 9000 Swept-Source (SS) OCTA. Foveal and extrafoveal regions of interest (ROI), defined as any area with an altered flow signal comparing to the surrounding retina, were selected in superficial and deep capillary plexus (SCP and DCP). ROI reflectivity were classified as hypo-reflective or hyper-reflective. Foveal ROI were analyzed to detect suspended scattering particles in motion (SSPiM). Thirty-seven DME eyes were included. A larger number of ROIs were found in SCP (55 vs 39) and DCP (60 vs 49) using PLEX Elite 9000 vs AngioVue. The majority of ROIs were hypo-reflective with both instruments, while slightly more hyper-reflective ROIs (grey) were detected with the PLEX Elite, more likely to be cysts. The hyporeflective ROIs could be NPAs or cysts with both devices. Moreover, PLEX Elite 9000 identified SSPiM in more foveal ROIs than the AngioVue in the SCP (p = 0.005) and in the DCP (p = 0.027). In conclusion, NPAs and cysts may show variable appearances using different OCTA devices. Hyperreflective ROIs generally correspond to cysts, hyporeflective ROIs can be either cysts or NPAs. The SS-OCTA seems to detect SSPiM more frequently than the SD-OCTA.
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Affiliation(s)
| | | | - Enrico Borrelli
- Department of Ophthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, Milan, Italy
| | - Riccardo Sacconi
- Department of Ophthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, Milan, Italy
| | - Gianni Virgili
- Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Firenze and AOU Careggi, Firenze, Italy
| | - SriniVas R Sadda
- Doheny Image Reading Center, Doheny Eye Institute, Los Angeles, California, USA.,Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | | | | | - Francesco Bandello
- Department of Ophthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, Milan, Italy
| | - Giuseppe Querques
- Department of Ophthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, Milan, Italy.
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20
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Hyperreflective Foci in the Outer Retinal Layers as a Predictor of the Functional Efficacy of Ranibizumab for Diabetic Macular Edema. Sci Rep 2020; 10:873. [PMID: 31964970 PMCID: PMC6972781 DOI: 10.1038/s41598-020-57646-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 11/18/2019] [Indexed: 01/06/2023] Open
Abstract
Anti-VEGF drugs are as the first-line therapies for diabetic macular edema (DME). In this study, we investigated the association between hyperreflective foci in the outer retinal layers and functional efficacy in DME patients who received intravitreal ranibizumab (IVR) injections. We retrospectively reviewed 77 eyes of 71 patients with DME treated with pro re nata IVR injections for at least 12 months. We evaluated how baseline hyperreflective foci in the outer retinal layers on spectral domain optical coherence tomography images were associated with an improvement in logarithm of the minimum angle of resolution visual acuity (logMAR VA) at 12 months. Forty-three eyes with hyperreflective foci in the outer retinal layers had greater VA improvement than 34 eyes without such foci at 12 months. Multivariate analyses demonstrated that both logMAR VA and hyperreflective foci in the outer retinal layers at baseline were associated with VA improvement. Structural analyses revealed that the central subfield thickness was decreased and that the ellipsoid zone of photoreceptors was improved more significantly in eyes with hyperreflective foci in the outer layers than eyes without such lesions. Baseline hyperreflective foci in the outer retinal layers predict the functional efficacy of IVR injections for DME.
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21
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Takasago Y, Fujita T, Nakano Y, Osaka R, Miyake M, Muraoka Y, Tsujikawa A. Ranibizumab treatment improves diabetic macular oedema without influencing retinal oximetry parameters. Acta Ophthalmol 2019; 97:e1048-e1053. [PMID: 31127694 DOI: 10.1111/aos.14145] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 04/28/2019] [Indexed: 12/16/2022]
Abstract
PURPOSE To evaluate the effect of ranibizumab on retinal oximetry in eyes with diabetic macular oedema (DME). METHODS In this prospective interventional study, 30 eyes (30 patients) with DME were treated with three-monthly intravitreal ranibizumab injections, followed by pro re nata administration for 12 months. Retinal oximetry was performed using an Oxymap T1. RESULTS The mean number of injections was 6.6 ± 2.5. No adverse event was observed throughout the study period. Ranibizumab treatments for 12 months improved the macular oedema (p = 0.002) and achieved a recovery of visual acuity (VA; p = 0.011). However, oxygen saturation levels in the major retinal blood vessels, either the arteries or the veins, remained unchanged during the observational period. Arterial oxygen saturation was 100.3 ± 9.4% before treatment and 100.9 ± 10.7% (p = 0.698) at 6 months. Venous oxygen saturation was 56.4 ± 8.9% before treatment and 55.6 ± 8.6% (p = 0.529) at 6 months. In addition, there were no significant changes in diameters of the major retinal arteries and veins. Greater improvement of VA at 12 months was correlated with a smaller number of ranibizumab injections (r = 0.459, p = 0.011). The number of ranibizumab injections during these 12 months correlated with an increased baseline central retinal thickness (r = 0.385, p = 0.035). CONCLUSION Ranibizumab treatments for DME improved the macular oedema and achieved VA recovery, but no changes were noted in the retinal oxygen saturation.
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Affiliation(s)
- Yukari Takasago
- Department of Ophthalmology Kagawa University Faculty of Medicine Kagawa Japan
| | - Tomoyoshi Fujita
- Department of Ophthalmology Kagawa University Faculty of Medicine Kagawa Japan
| | - Yuki Nakano
- Department of Ophthalmology Kagawa University Faculty of Medicine Kagawa Japan
| | - Rie Osaka
- Department of Ophthalmology Kagawa University Faculty of Medicine Kagawa Japan
| | - Masahiro Miyake
- Department of Ophthalmology and Visual Sciences Kyoto University Graduate School of Medicine Kyoto Japan
| | - Yuki Muraoka
- Department of Ophthalmology and Visual Sciences Kyoto University Graduate School of Medicine Kyoto Japan
| | - Akitaka Tsujikawa
- Department of Ophthalmology and Visual Sciences Kyoto University Graduate School of Medicine Kyoto Japan
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