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An optimized segmentation and quantification approach in microvascular imaging for OCTA-based neovascular regression monitoring.
Wu, S, Wu, S, Feng, H, Hu, Z, Xie, Y, Su, Y, Feng, T, Li, L
BMC medical imaging. 2021;(1):13
Abstract
BACKGROUND Quantification of neovascularization changes in terms of neovascular complex (NVC) acquired from the optical coherence tomography angiography (OCTA) imaging is extremely important for diagnosis and treatment monitoring of proliferative diabetic retinopathy (PDR). However, only few vessel extraction methods have so far been reported to quantify neovascular changes in NVC with proliferative diabetic retinopathy PDR based on OCTA images. METHODS Here we propose an optimized approach to segment blood vessels, which is based on an improved vascular connectivity analysis (VCA) algorithm and combined with morphological characterization and elimination of noise and artifacts. The length and width of vessels are obtained in the quantitative assessment of microvascular network. The feasibility of the proposed method is further studied by a treatment monitoring and statistical analysis process, as we have monitored and statistically analyzed the changes of NVC based on sampled OCTA images of PDR patients (N = 14) after treatment by intravitreal injection of conbercept. RESULTS The proposed method has demonstrated better performance in accuracy compared with existing algorithms and can thus be used for PRD treatment monitoring. Following the PDR treatment monitoring study, our data has shown that from the 1st day to 7th day of treatment, the averaged (arithmetic mean) length of NVC has been substantially shortened by 36.8% (P < 0.01), indicating significant effects of treatment. Meanwhile, the averaged (arithmetic mean) width of NVC from the 1st day to 7th day of treatment has been increased by 10.2% (P < 0.05), indicating that most of the narrow neovascularization has been reduced. CONCLUSION The results and analysis have confirmed that the proposed optimization process by the improved VCA method is both effective and feasible to segment and quantify the NVC with lower noise and fewer artifacts. Thus, it can be potentially applied to monitor the fibrovascular regression during the treatment period. Clinical Trial Registration This trial is registered with the Chinese Clinical Trial Registry (Registered 27 December 2017, http://www.chictr.org.cn , registration number ChiCTR-IPR-17014160).
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Cut-off value of strut-vessel distance for the resolution of acute incomplete stent apposition in the early phase using serial optical coherence tomography after cobalt-chromium everolimus-eluting stent implantation.
Oda, H, Itoh, T, Sasaki, W, Uchimura, Y, Taguchi, Y, Kaneko, K, Sakamoto, T, Goto, I, Sakuma, M, Ishida, M, et al
Journal of cardiology. 2020;(6):641-647
Abstract
OBJECTIVE The purpose of this study was to identify a cut-off value to predict the resolution of incomplete-stent-apposition (ISA) after cobalt-chromium everolimus-eluting stent (CoCr-EES) implantation at early follow-up. BACKGROUND To date, appropriate stent apposition at the acute period using intracoronary imaging has been recommended because persistent ISA is considered to be a risk factor for stent thrombosis. We examined the indices for resolving acute ISA. In particular, we determined the cut-off value for strut vessel distance (SV-distance) as visualized by optical coherence tomography (OCT) at 8 months after CoCr-EES implantation. However, the cut-off value of SV-distance for the earlier resolution of ISA is unclear. METHODS A total of 95 cases and 103 stents were registered in the MECHANISM Elective substudy. The SV-distance was measured at the deepest site of the target malapposition and every 1 mm from the proximal edge to the distal edge of the mal-apposed area using OCT. Cut-off values for ISA resolution at 1 and 3 months were estimated by SV-distance using receiver operating characteristic analysis. RESULTS The total number of analyzed struts was 14,418 at the 1-month follow-up and 11,986 at the 3-month follow-up. The optimal SV-distance cut-off values just after stent implantation to predict ISA resolution were 185 µm at the 1-month follow-up and 195 μm at the 3-month follow-up. CONCLUSION For resolution of ISA, SV-distance cut-off values of 185 µm at 1 month postimplantation and 195 μm at 3 months postimplantation can be used as the index of endpoint of the percutaneous coronary intervention.
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Comparison of Retinal Layer Thickness in Eyes with Resolved Diabetic Macular Edema Receiving Ranibizumab with Normal Eyes.
Rentiya, ZS, Kherani, S, Usmani, B, Qazi, MA, Sadiq, MA, Iftikhar, M, Nguyen, QD, Shah, SM, Sepah, YJ, ,
Ophthalmologica. Journal international d'ophtalmologie. International journal of ophthalmology. Zeitschrift fur Augenheilkunde. 2020;(1):27-36
Abstract
PURPOSE To evaluate the thickness of individual retinal layers in eyes with resolved diabetic macular edema (DME) after treatment with ranibizumab (RBZ). METHODS Spectral-domain optical coherence tomography (OCT) scans of 25 eyes (25 patients) with DME that had been treated with RBZ (and shown resolution of edema as evident by the absence of fluid in a high-resolution grid placed on the fovea) were acquired using Spectralis HRA + OCTTM. Thickness measurements of individual layers were calculated using papillomacular bundle (PMB), central subfield, and inner- and outer-ring Early Treatment Diabetic Retinopathy Study (ETDRS) grids. Measurements were compared to 45 normal eyes with no known retinal disease. A post-hoc analysis was done correlating visual acuity (VA) with individual retinal layer thickness. RESULTS Full retinal thickness (FRT) was thinner than normal individuals across all 4 grids. There were similarities and differences among the 4 grids; however, PMB and inner-ring ETDRS grids displayed the most resemblance. The VA significantly correlated with the FRT measured in PMB (p = 0.004), central subfield (p = 0.02), and inner-ring (p = 0.006) ETDRS. CONCLUSIONS Segmentation of OCT scans revealed significant differences in the overall thickness of the retina and of individual retinal layers in patients with resolved DME. PMB grid showed a stronger correlation between affected retinal layers and VA compared to ETDRS. PMB also showed significance with VA in layers that were shown to be not significant in ETDRS grid.
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Are Dilated Fundus Examinations Needed for OCT-Guided Retreatment of Exudative Age-Related Macular Degeneration?
Patel, Y, Miller, DM, Fung, AE, Hill, LF, Rosenfeld, PJ
Ophthalmology. Retina. 2020;(2):141-147
Abstract
PURPOSE To determine whether presence of macular hemorrhage on dilated fundus examination (DFE) or fundus photography influences vision outcomes with OCT-guided pro re nata (PRN) ranibizumab retreatment in patients with neovascular age-related macular degeneration (nAMD), we investigated whether hemorrhage without OCT-detectable fluid impacted vision outcomes. DESIGN Post hoc analysis of prospectively collected data from the 24-month pHase III, double-masked, multicenter, randomized, Active treatment-controlled study of the efficacy and safety of 0.5 mg and 2.0 mg Ranibizumab administered monthly or on an as-needed Basis (PRN) in patients with subfoveal neOvascular age-related macular degeneration (HARBOR) trial (ClinicalTrials.gov identifier, NCT00891735). PARTICIPANTS This post hoc analysis examined 1097 patients from the intention-to-treat population of HARBOR. METHODS Dilated fundus examination and fundus photography were evaluated for hemorrhage, and spectral-domain (SD) OCT images from HARBOR participants were analyzed for macular fluid secondary to macular neovascularization. Agreement between methods was determined for each time point. Visual outcomes were evaluated for 82 patients with evidence of hemorrhage on DFE or fundus photography at 3 months and no evidence of SD-exudative activity requiring retreatment at month 3. MAIN OUTCOME MEASURES Pooled data from the intention-to-treat population of HARBOR were analyzed for hemorrhage on DFE or fundus photography and exudative activity on SD OCT. A subgroup of PRN patients were analyzed for best-corrected visual acuity gains at 24 months. RESULTS Most study eyes (89% [973/1095]) showed macular hemorrhages at baseline, declining to 31% (319/1042) at month 3 and stabilizing at 11% (111/989) by month 6 of follow-up. After baseline, exudative activity was detected on SD-OCT in more than 89% of eyes when hemorrhage was present on DFE or fundus photography. Patients not requiring a month 3 PRN ranibizumab injection achieved similar visual gains over 24 months, regardless of month 3 hemorrhage presence versus absence: 9.4 and 8.7 Early Treatment Diabetic Retinopathy Study letter scores, respectively (P = 0.74). CONCLUSIONS After 3 initial ranibizumab injections, SD-OCT detected nAMD activity in 89% of eyes when hemorrhage was present on fundus photography. Ranibizumab retreatment guided by monthly SD-OCT achieved similar vision gains with or without injection when hemorrhage was present without OCT-detectable fluid. This suggests that macular hemorrhages without OCT-detectable macular fluid may not require treatment and DFE may not be needed at every visit. These conclusions should be confirmed in a prospective randomized trial before firm recommendations regarding clinical practice can be made.
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Higher-Order Assessment of OCT in Diabetic Macular Edema from the VISTA Study: Ellipsoid Zone Dynamics and the Retinal Fluid Index.
Ehlers, JP, Uchida, A, Hu, M, Figueiredo, N, Kaiser, PK, Heier, JS, Brown, DM, Boyer, DS, Do, DV, Gibson, A, et al
Ophthalmology. Retina. 2019;(12):1056-1066
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Abstract
PURPOSE To investigate retinal fluid features and ellipsoid zone (EZ) integrity dynamics on spectral-domain OCT (SD-OCT) in eyes with diabetic macular edema (DME) treated with intravitreal aflibercept injection (IAI) in the VISTA-DME study. DESIGN A post hoc subanalysis of a phase III, prospective clinical trial. PARTICIPANTS Eyes received either IAI 2 mg every 4 weeks (2q4) or every 8 weeks after 5 initial monthly doses (2q8). METHODS All eyes from the VISTA Phase III study in the IAI groups imaged with the Cirrus HD-OCT system (Zeiss, Oberkochen, Germany) were included. The OCT macular cube datasets were evaluated using a novel software platform to generate retinal layer and fluid boundary lines that were manually corrected for assessment of change in EZ parameters and volumetric fluid parameters from baseline. The retinal fluid index (i.e., proportion of the retinal volume consisting of cystic fluid) was also calculated at each time point. MAIN OUTCOME MEASURES The feasibility of volumetric assessment of higher-order OCT-based retinal parameters and its correlation with best-corrected visual acuity (BCVA). RESULTS Overall, 106 eyes of 106 patients were included. Specifically, 52 eyes of 52 patients were included in the IAI 2q4 arm, and 54 eyes of 54 patients were included in the IAI 2q8 arm. Ellipsoid zone integrity metrics significantly improved from baseline to week 100, including central macular mean EZ to retinal pigment epithelium (RPE) thickness (2q4: 26.6 μm to 31.6 μm, P < 0.001; 2q8: 25.2 μm to 31.4 μm, P < 0.001). At week 100, central macular intraretinal fluid volume was reduced by >65% (P < 0.001) and central macular subretinal fluid volume was reduced by >99% in both arms (P < 0.001). Central macular retinal fluid index (RFI) significantly improved in both arms (2q4: 17.9% to 7.2%, P < 0.001; 2q8: 19.8% to 4.2%, P < 0.001). Central macular mean EZ-RPE thickness (i.e., a surrogate for photoreceptor outer segment length) and central RFI were independently correlated with BCVA at multiple follow-up visits. CONCLUSIONS Intravitreal aflibercept injection resulted in significant improvement in EZ integrity and quantitative fluid metrics in both 2q4 and 2q8 arms and correlated with visual function.
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SUPRACHOROIDAL INJECTION OF TRIAMCINOLONE ACETONIDE, CLS-TA, FOR MACULAR EDEMA DUE TO NONINFECTIOUS UVEITIS: A Randomized, Phase 2 Study (DOGWOOD).
Yeh, S, Kurup, SK, Wang, RC, Foster, CS, Noronha, G, Nguyen, QD, Do, DV, ,
Retina (Philadelphia, Pa.). 2019;(10):1880-1888
Abstract
PURPOSE Evaluate a single suprachoroidal injection of a proprietary triamcinolone acetonide suspension, CLS-TA, in subjects with macular edema due to noninfectious uveitis. METHODS Randomized, controlled, masked Phase 2 study. Safety and efficacy of a single suprachoroidal injection of CLS-TA (4.0 and 0.8 mg in a 4:1 ratio) were assessed at 1 and 2 months after injection. The primary efficacy endpoint was change in central subfield thickness from baseline to Month 2, assessed by spectral domain optical coherence tomography. RESULTS Twenty-two adults were enrolled. The primary endpoint was met in subjects who received suprachoroidal injection of CLS-TA 4.0 mg, mean central subfield thickness significantly decreased from baseline by 135 µm and 164 µm at Month 1 (P = 0.0056) and Month 2 (P = 0.0017), respectively. At Month 2, 69% of subjects who received 4.0 mg experienced ≥20% reduction in central subfield thickness, and 65% had improvement of best-corrected visual acuity of ≥5 Early Treatment Diabetic Retinopathy Study letters, with a mean improvement of 9.2 letters (P = 0.0004). Safety analyses supported acceptable safety/tolerability, with no corticosteroid-related increases in intraocular pressure. CONCLUSION A single suprachoroidal injection of CLS-TA (4.0 mg; 0.1 mL) in subjects with macular edema due to noninfectious uveitis was well-tolerated, significantly reduced central subfield thickness from baseline at 2 months, and significantly improved visual acuity.
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Evaluation of microvascular changes in the perifoveal vascular network using optical coherence tomography angiography (OCTA) in type I diabetes mellitus: a large scale prospective trial.
Zarranz-Ventura, J, Barraso, M, Alé-Chilet, A, Hernandez, T, Oliva, C, Gascón, J, Sala-Puigdollers, A, Figueras-Roca, M, Vinagre, I, Ortega, E, et al
BMC medical imaging. 2019;(1):91
Abstract
BACKGROUND Diabetic retinopathy (DR) is the leading cause of blindness in type 1 Diabetes Mellitus (DM) patients, as a consequence of impaired blood flow in the retina. Optical coherence tomography angiography (OCTA) is a newly developed, non-invasive, retinal imaging technique that permits adequate delineation of the perifoveal vascular network. It allows the detection of paramacular areas of capillary non perfusion and/or enlargement of the foveal avascular zone (FAZ), representing an excellent tool for assessment of DR. The relationship of these microvascular changes with systemic factors such as metabolic control or duration of the disease still needs to be elucidated. METHODS Prospective, consecutive, large-scale OCTA study. A complete ocular examination including a comprehensive series of OCTA images of different scan sizes captured with 2 OCT devices (Cirrus HD-OCT, Carl Zeiss Meditec, Dublin, CA, USA, and Triton Deep Range Imaging OCT, Topcon Corp, Topcon, Japan) will be obtained as part of the yearly routine follow up visits in type 1 DM patients seen in the Diabetes Unit of the Endocrinology department which give written informed consent to participate in the project. The aim of this study is to investigate the relationship between OCTA-derived parameters and systemic factors, as metabolic control (Hb1Ac, lipid profile, cholesterol, etc), and other relevant clinical factors as demographics or duration of the disease. DISCUSSION This study is directed to investigate the relationship between the status of the perifoveal vascular network and systemic markers of the disease, and in particular to study whether these changes reflect those occurring elsewhere in the body affected by diabetic microvascular disease, as the kidneys or the brain. If these relationships were demonstrated, early detection of these microvascular changes by OCTA could lead to modifications in the pharmacological management of type 1 diabetic patients, as a way to reduce the risk of future complications in both the eye and other organs. TRIAL REGISTRATION ClinicalTrials.gov, trial number NCT03422965.
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Phase II/III Clinical Trial of Sub-Tenon Injection of Triamcinolone Acetonide (WP-0508ST) for Diabetic Macular Edema.
Ogura, Y, Shimura, M, Iida, T, Sakamoto, T, Yoshimura, N, Yamada, M, Ishibashi, T
Ophthalmologica. Journal international d'ophtalmologie. International journal of ophthalmology. Zeitschrift fur Augenheilkunde. 2019;(3):161-169
Abstract
PURPOSE To assess the efficacy and safety of sub-Tenon injection of triamcinolone acetonide (WP-0508ST) for the patients with diabetic macular edema (DME). METHODS This multicenter, randomized, double-masked, comparative, controlled study was performed in 95 patients with DME. The patients were randomly divided into 20 mg WP-0508ST, 40 mg WP-0508ST, and control groups. RESULTS A significant improvement in central macular thickness (CMT) was observed (p < 0.001) at 12 weeks after a single sub-Tenon injection of 20 mg WP-0508ST. The 40 mg group also demonstrated improvement in CMT, but the difference was not significant. In addition, the best-corrected visual acuity was improved in both the 20 mg and 40 mg groups at 12 weeks. The major side effects were increased intraocular pressure (9.4% in the 20 mg group and 13.3% in the 40 mg group) and lenticular opacity (6.3% in the 20 mg group and 10.0% in the 40 mg group). However, none of the patients with increased intraocular pressure required surgery. CONCLUSION The efficacy and tolerability of WP-0508ST in the treatment of DME were confirmed, and 20 mg was determined to be the optimal dose.
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Predictive imaging biomarkers relevant for functional and anatomical outcomes during ranibizumab therapy of diabetic macular oedema.
Gerendas, BS, Prager, S, Deak, G, Simader, C, Lammer, J, Waldstein, SM, Guerin, T, Kundi, M, Schmidt-Erfurth, UM
The British journal of ophthalmology. 2018;(2):195-203
Abstract
BACKGROUND/AIMS: The objective is to identify imaging biomarkers in optical coherence tomography predicting functional/anatomical outcomes in diabetic macular oedema (DMO). METHODS The presented study is a post hoc analysis of the RESTORE/RESTORE-extension studies. Best-corrected visual acuity (BCVA) was analysed using general estimating equation models using treatment group/morphological features as predictor variables. In addition, linear multiple regression models analysed BCVA gain up to 12 and 36 months with BCVA/morphological baseline characteristics as independent predictor variables. The correlations between central retinal thickness (CRT)/BCVA were calculated as Spearman's/Pearson's correlation coefficients. RESULTS A weak negative linear correlation between CRT/BCVA was observed in all study arms at baseline (r=-0.34, p<0.001) and at month 36 (r=-0.26, p<0.001). Patients with baseline height of intraretinal cystoid fluid (IRC) ≤380 µm had better baseline BCVA compared with patients with IRC height >380 µm (64.84±10.63 vs 61.66±9.92 letters; p=0.0071, respectively), which was maintained until the end of month 12 (70.5±12.33 vs 67.0±14.09 letters; p=0.0252, respectively). With laser, there was a trend for patients with subretinal fluid (SRF) at baseline to lose BCVA letters at month 12 (-5.38±16.54 vs 2.49±9.72 letters; p=0.1038), whereas ranibizumab patients trended towards higher BCVA gains (10.28±7.14 vs 6.76±7.67; p=0.0563), compared with those without SRF. With combined therapy, all patients had similar BCVA gains regardless of SRF (p=0.3768). CONCLUSION With ranibizumab treatment, the height of IRC spaces at baseline was a better predictor of functional/anatomical improvement than CRT alone. There was also a trend for SRF to show a positive impact on ranibizumab therapy response and a negative impact on laser therapy response.
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Efficacy of Ranibizumab in Eyes with Diabetic Macular Edema and Macular Nonperfusion in RIDE and RISE.
Reddy, RK, Pieramici, DJ, Gune, S, Ghanekar, A, Lu, N, Quezada-Ruiz, C, Baumal, CR
Ophthalmology. 2018;(10):1568-1574
Abstract
PURPOSE To determine whether there are baseline characteristics that distinguish patients with diabetic macular edema (DME) with coexisting macular nonperfusion (MNP) at baseline and assess these patients' potential to achieve favorable visual acuity (VA), anatomic, and diabetic retinopathy (DR) outcomes over 24 months. DESIGN Post hoc analysis of RIDE/RISE, 2 phase 3, parallel, randomized, multicenter, double-masked trials (ClinicalTrials.gov: NCT00473382; NCT00473330). PARTICIPANTS Study eyes with best-corrected VA (BCVA)/fluorescein angiogram (FA) data at baseline. METHODS To measure MNP, the Early Treatment for Diabetic Retinopathy Study (ETDRS) grid was overlaid on FAs of the macula. The MNP area was calculated by estimating the percentage of capillary loss in the central, inner, and outer subfields and converting into disc areas (DAs) using a software algorithm. Summary statistics and P values, respectively, were provided for all outcomes and comparisons of interest. MAIN OUTCOME MEASURES Baseline characteristics; MNP area, BCVA, and central subfield thickness (CST) at months 12 and 24; and incidence of study eyes with ≥2-step DR improvement at months 3, 6, 12, 18, and 24. RESULTS Baseline MNP was detected in 28.2%, 25.8%, and 26.3% of study eyes in the ranibizumab 0.3 mg (n = 213), ranibizumab 0.5 mg (n = 225), and sham (n = 228) arms, respectively. At baseline, patients with MNP were younger and had shorter diabetes duration, worse vision, increased CST, and worse DR severity (P values < 0.01 vs. those without MNP). In the ranibizumab 0.3 mg arm, eyes with baseline MNP had lower mean baseline BCVA (53.4 vs. 57.2 ETDRS letters for those without baseline MNP; P = 0.05), but mean BCVA gain at month 24 was comparable (+15.6 vs. +13.4 ETDRS letters, respectively; P = 0.2). Eyes with baseline MNP had increased CST at baseline, but experienced a greater decrease in CST by month 24. The proportion of eyes with ≥2-step DR improvement was greater for eyes with versus without baseline MNP in each ranibizumab arm. CONCLUSIONS Despite having worse vision/increased CST versus those without baseline MNP, eyes with concurrent DME and baseline MNP entering RIDE/RISE experienced robust VA and anatomic improvement with ranibizumab and therefore should not be excluded from therapy.