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1.
Semin Ophthalmol ; 39(6): 460-467, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39087722

ABSTRACT

PURPOSE: To evaluate the responses of different optical coherence tomography (OCT) patterns of diabetic macular edema (DME) to intravitreal injection therapy. METHODS: In this retrospective, comparative, and multicenter study, patients who had previously untreated DME, who received intravitreal ranibizumab (IVR) or aflibercept (IVA) and/or steroid treatment with the pro re nata (PRN) treatment regimen after a 3-month loading dose, and had a 12-month follow-up in the MARMASIA Study Group were included. Morphological patterns of DME were divided into four groups based on OCT features diffuse/spongious edema (Group 1), cystoid edema (Group 2), diffuse/spongious edema+subretinal fluid (SRF) (Group 3), and cystoid edema+SRF (Group 4). Changes in central macular thickness (CMT) and best-corrected visual acuity (BCVA) at months 3, 6, and 12, and the number of injections at month 12 were compared between the DME groups. RESULTS: 455 eyes of 299 patients were included in the study. The mean baseline BCVAs [Logarithm of the Minimum Angle of Resolution (logMAR)] in groups 1, 2, 3, and 4 were 0.54 ± 0.24, 0.52 ± 0.25, 0.55 ± 0.23, and 0.57 ± 0.27, respectively. There was no significant difference between the baseline mean BCVAs between the groups (p = .35). The mean BCVAs were significantly improved to 0,47 ± 0,33 in group 1, 0,42 ± 0,33 in group 2, 0,47 ± 0,31 in group 3, and 0,45 ± 0,43 at month 12. There was no significant difference between the groups in terms of BCVA change at month 12 (p = .71). The mean baseline CMTs in groups 1, 2, 3, and 4 were 387,19 ± 128,19, 447,02 ± 132,39, 449,12 ± 109,24, and 544,19 ± 178,61, respectively. At baseline, the mean CMT was significantly higher in Group 4 than in the other groups (p = .000). The mean CMTs were significantly decreased to 325,16 ± 97,55, 334,94 ± 115,99, 324,33 ± 79,20, and 332,08 ± 150,40 in four groups at month 12 respectively (p > .05). The groups had no significant difference in mean CMT at month 12 (p = .835). The change in CMT was significantly higher in Group 4 than in the other groups at month 12 (p = .000). The mean number of intravitreal anti-VEGF injections at month 12 was 4.51 ± 1.57 in Group 1, 4.63 ± 1.54 in Group 2, 4.88 ± 1.38 in Group 3, and 5.07 ± 1.49 in Group 4. The mean number of anti-VEGF injections in Group 1 and Group 2 was significantly lower than in Group 4 (p = 0,014 and p = 0,017). CONCLUSIONS: In real life, there was no significant difference between the DME groups in terms of visual improvement at month 12. However, better anatomical improvement was achieved in Group 4 than in the other DME groups.


Subject(s)
Angiogenesis Inhibitors , Diabetic Retinopathy , Intravitreal Injections , Macular Edema , Ranibizumab , Receptors, Vascular Endothelial Growth Factor , Recombinant Fusion Proteins , Tomography, Optical Coherence , Visual Acuity , Humans , Macular Edema/drug therapy , Macular Edema/diagnosis , Macular Edema/physiopathology , Macular Edema/etiology , Diabetic Retinopathy/drug therapy , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/physiopathology , Retrospective Studies , Tomography, Optical Coherence/methods , Angiogenesis Inhibitors/administration & dosage , Angiogenesis Inhibitors/therapeutic use , Receptors, Vascular Endothelial Growth Factor/administration & dosage , Receptors, Vascular Endothelial Growth Factor/therapeutic use , Visual Acuity/physiology , Recombinant Fusion Proteins/administration & dosage , Male , Female , Ranibizumab/administration & dosage , Middle Aged , Follow-Up Studies , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Aged , Prognosis , Macula Lutea/pathology , Macula Lutea/diagnostic imaging , Glucocorticoids/administration & dosage
2.
Int Ophthalmol ; 44(1): 338, 2024 Aug 02.
Article in English | MEDLINE | ID: mdl-39095678

ABSTRACT

PURPOSE: Diabetic macular edema is one of the leading causes of vision loss across the world. Hard exudates at the macula can lead to structural abnormalities in the retina leading to irreversible vision loss. Systemic dyslipidemia and other modifiable risk factors when identified and treated early may help prevent substantial vision loss. The purpose of this study was to study the association between serum lipid levels and other systemic risk factors like hemoglobin, HbA1c, and serum creatinine with hard exudates and macular edema in patients with diabetic retinopathy. METHODS: It is a prospective cross-sectional study conducted in a tertiary health care center in South India. 96 patients having diabetic retinopathy with hard exudates were included. Modified Airlie house classification was used to grade the hard exudates. Blood investigations including serum lipid profile, hemoglobin, HbA1c, and serum creatinine were carried out. Central subfield macular thickness was measured using optical coherence tomography. RESULTS: 96 patients of type II DM with diabetic retinopathy were divided into three groups of hard exudates. A statistically significant correlation was observed between the severity of hard exudates and total cholesterol (p = 0.00), triglycerides (p = 0.00), LDL (p = 0.00), and VLDL (p = 0.00). HbA1c levels showed a statistically significant correlation with the severity of hard exudates (p = 0.09), no significant correlation was noted between hard exudates and hemoglobin levels (p = 0.27) and with serum creatinine (p = 0.612). A statistically significant association between CSMT and hard exudates (p = 0.00) was noted. CONCLUSION: In our study, we concluded that the severity of hard exudates is significantly associated with increasing levels of serum total cholesterol, triglycerides, LDL, VLDL, and HbA1c levels in type II DM patients presenting with diabetic retinopathy. The increasing duration of diabetes is significantly associated with increasing severity of hard exudates. Central subfield macular thickness increases with increasing severity of hard exudates in diabetic retinopathy.


Subject(s)
Diabetic Retinopathy , Exudates and Transudates , Lipids , Tomography, Optical Coherence , Humans , Diabetic Retinopathy/blood , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/etiology , Male , Female , Cross-Sectional Studies , Middle Aged , Prospective Studies , Risk Factors , Tomography, Optical Coherence/methods , Lipids/blood , Macular Edema/etiology , Macular Edema/blood , Macular Edema/diagnosis , India/epidemiology , Aged , Glycated Hemoglobin/metabolism , Glycated Hemoglobin/analysis , Adult , Visual Acuity , Biomarkers/blood
3.
Retina ; 44(8): 1379-1386, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39047129

ABSTRACT

PURPOSE: To investigate outcomes of suprachoroidal triamcinolone acetonide (XIPERE, Bausch + Lomb) for the treatment of refractory postoperative cystoid macular edema. METHODS: Medical records of patients receiving suprachoroidal triamcinolone acetonide for postoperative cystoid macular edema were reviewed. Primary outcomes were visual acuity and central foveal thickness. RESULTS: A total of 32 eyes from 32 patients with a median (interquartile range) follow-up duration of 6 (2-7) months and 1 (1-2) suprachoroidal triamcinolone acetonide injection were included; 19 (59.4%) had a history of vitrectomy. The median (interquartile range) central foveal thickness decreased from 492 (379-629) µm to 267 (187-388) µm at 1 month (P < 0.001), 362 (218-521) µm at 3 months (P = 0.005), and 339 (206-514) µm at the final visit (P < 0.001). The median logarithm of the minimal angle of resolution visual acuity improved from 0.65 (0.48-0.97, 20/89) at baseline to 0.54 (0.35-0.88, 20/69) (P = 0.058) at 1 month, 0.54 (0.33-0.84, 20/69) at 3 months (P = 0.121), and 0.60 (0.33-0.88, 20/80) at the final visit (P = 0.021). Vitrectomized eyes had similar findings. Six eyes (18.8%) developed elevated intraocular pressure (>24 mmHg) (range: 25-49 mmHg) with a median intraocular pressure elevation of 13.5 mmHg compared with baseline, and all had prior glaucoma or ocular hypertension. CONCLUSION: Suprachoroidal triamcinolone acetonide reduced macular edema and improved vision in refractory postoperative cystoid macular edema, including vitrectomized eyes. Intraocular pressure should be monitored, especially in those with a history of glaucoma or ocular hypertension.


Subject(s)
Glucocorticoids , Macular Edema , Tomography, Optical Coherence , Triamcinolone Acetonide , Visual Acuity , Humans , Macular Edema/drug therapy , Macular Edema/etiology , Macular Edema/physiopathology , Macular Edema/diagnosis , Triamcinolone Acetonide/administration & dosage , Triamcinolone Acetonide/therapeutic use , Female , Male , Glucocorticoids/administration & dosage , Glucocorticoids/therapeutic use , Retrospective Studies , Aged , Middle Aged , Postoperative Complications , Choroid , Follow-Up Studies , Intraocular Pressure/physiology , Intraocular Pressure/drug effects , Treatment Outcome , Vitrectomy/methods
4.
BMC Ophthalmol ; 24(1): 279, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-38992603

ABSTRACT

BACKGROUND: To report a case of cataract surgery in unintentional Ozurdex (Allergan, Inc., Irvine, California, USA) injection into the lens. CASE PRESENTATION: A 82-years old man reporting decreased visual acuity in his right eye came to our Ophthalmology service. Due to the clinical history, and on the basis of ophthalmoscopic and imaging examinations diabetic macular edema was diagnosed. Thus, intravitreal dexamethasone implant was scheduled and therefore performed. The following day Ozurdex appeared to be located into the lens. After careful evaluation and strict follow up examinations, due to the risks associated with the presence of the implant into the lens, phacoemulsification with Ozurdex removal and intraocular lens (IOL) implantation was scheduled and performed. CONCLUSIONS: In this case report we reported the surgical management of accidental into-the lens dexamethasone implant carefully taking into account the dexamethasone pharmacokinetic.


Subject(s)
Dexamethasone , Drug Implants , Glucocorticoids , Humans , Dexamethasone/administration & dosage , Male , Aged, 80 and over , Glucocorticoids/administration & dosage , Drug Implants/adverse effects , Lens, Crystalline/surgery , Macular Edema/drug therapy , Macular Edema/etiology , Macular Edema/diagnosis , Phacoemulsification , Lens Implantation, Intraocular/adverse effects , Visual Acuity , Intravitreal Injections
5.
Biomed Phys Eng Express ; 10(5)2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38955139

ABSTRACT

The prevalence of vision impairment is increasing at an alarming rate. The goal of the study was to create an automated method that uses optical coherence tomography (OCT) to classify retinal disorders into four categories: choroidal neovascularization, diabetic macular edema, drusen, and normal cases. This study proposed a new framework that combines machine learning and deep learning-based techniques. The utilized classifiers were support vector machine (SVM), K-nearest neighbor (K-NN), decision tree (DT), and ensemble model (EM). A feature extractor, the InceptionV3 convolutional neural network, was also employed. The performance of the models was evaluated against nine criteria using a dataset of 18000 OCT images. For the SVM, K-NN, DT, and EM classifiers, the analysis exhibited state-of-the-art performance, with classification accuracies of 99.43%, 99.54%, 97.98%, and 99.31%, respectively. A promising methodology has been introduced for the automatic identification and classification of retinal disorders, leading to reduced human error and saved time.


Subject(s)
Algorithms , Artificial Intelligence , Neural Networks, Computer , Retinal Diseases , Support Vector Machine , Tomography, Optical Coherence , Humans , Tomography, Optical Coherence/methods , Retinal Diseases/diagnosis , Retinal Diseases/diagnostic imaging , Deep Learning , Retina/diagnostic imaging , Retina/pathology , Decision Trees , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/diagnostic imaging , Machine Learning , Choroidal Neovascularization/diagnostic imaging , Choroidal Neovascularization/diagnosis , Macular Edema/diagnostic imaging , Macular Edema/diagnosis
6.
Sci Rep ; 14(1): 15618, 2024 07 06.
Article in English | MEDLINE | ID: mdl-38971860

ABSTRACT

To compare two screening strategies for diabetic retinopathy (DR), and to determine the health-economic impact of including optical coherence tomography (OCT) in a regular DR screening. This cross-sectional study included a cohort of patients (≥ 18 years) with type 1 or 2 diabetes mellitus (T1D or T2D) from a pilot DR screening program at Oslo University Hospital, Norway. A combined screening strategy where OCT was performed in addition to fundus photography for all patients, was conducted on this cohort and compared to our existing sequential screening strategy. In the sequential screening strategy, OCT was performed on a separate day only if fundus photography indicated diabetic macular edema (DME). The presence of diabetic maculopathy on fundus photography and DME on OCT was determined by two medical retina specialists. Based on the prevalence rate of diabetic maculopathy and DME from the pilot, we determined the health-economic impact of the two screening strategies. The study included 180 eyes of 90 patients. Twenty-seven eyes of 18 patients had diabetic maculopathy, and of these, 7 eyes of 6 patients revealed DME on OCT. When diabetic maculopathy was absent on fundus photographs, OCT could not reveal DME. Accordingly, 18 patients (20%) with diabetic maculopathy would have needed an additional examination with OCT in the sequential screening strategy, 6 (33%) of whom would have had DME on OCT. In an extended healthcare perspective analysis, the cost of the sequential screening strategy was higher than the cost of the combined screening strategy. There was a weak association between diabetic maculopathy on fundus photography and DME on OCT. The health economic analysis suggests that including OCT as a standard test in DR screening could potentially be cost-saving.


Subject(s)
Diabetic Retinopathy , Mass Screening , Tomography, Optical Coherence , Humans , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/economics , Diabetic Retinopathy/diagnostic imaging , Male , Female , Pilot Projects , Middle Aged , Tomography, Optical Coherence/economics , Tomography, Optical Coherence/methods , Cross-Sectional Studies , Mass Screening/economics , Mass Screening/methods , Aged , Macular Edema/diagnosis , Macular Edema/economics , Macular Edema/diagnostic imaging , Norway/epidemiology , Adult , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/economics , Cost-Benefit Analysis
7.
Int Ophthalmol ; 44(1): 262, 2024 Jun 24.
Article in English | MEDLINE | ID: mdl-38913192

ABSTRACT

BACKGROUND: Macular edema (ME) is a common complication following branch retinal vein occlusion (BRVO) and is also the main reason for visual impairment. This study aimed to compare the efficacy and safety of intravitreal ranibizumab (IVR) or dexamethasone implant (IDI) monotherapy, as well as the combination of IVR and IDI injections, in patients with ME secondary to branch retinal vein occlusion (BRVO). METHODS: This multicenter, prospective, and comparative study included 292 patients with unilateral ME involvement (total of 292 eyes) secondary to BRVO. The patients were randomly assigned to three groups and followed up for 12 months. Patients in group 1 (n = 96) were treated with 3-dose loading IVR injections followed by a pro re nata (PRN) regimen. Patients in group 2 (n = 98) received IVR combined with IDI injection, followed by IVR PRN regimen. Patients in group 3 (n = 98) were treated with IDI injection, followed by repeated IDI injection based on clinical necessity. Best corrected visual acuity (BCVA), central retinal thickness (CRT), complications, and frequency of injections were recorded and compared between the three groups. RESULTS: At baseline, the three groups did not differ in age, gender, duration of ME, BCVA, IOP, and CRT (P > 0.05). Mean number of total injections per eye within 12 months were 7.1 ± 2.3 (range 4-9) in group 1, 3.7 ± 1.5 (range 2-6) in group 2, and 1.8 ± 0.4 (range 1-3) in group 3. There was a statistical difference in the number of injections between group 1 and group 2 (P = 0.037). Eyes in group 3 received fewer injections than those in group 2, but the difference was not statistically significant (P = 0.052). BCVA improvement and CRT reduction were achieved in all groups and there was no significant difference between the three groups at the end of the 12th month. However, IOP elevation and cataract progression were more frequent in group 3, especially in those patients who received repeated IDI injections. CONCLUSION: Three therapeutic regimens had comparable efficacy in treating ME secondary to BRVO. Combination therapy had an advantage in maintaining good effect with fewer re-injections and complications. TRIAL REGISTRATION INFORMATION: The study complied with the principles of the Declaration of Helsinki and was approved by Xi'an Aier Ancient City Eye Hospital, Xi'an Aier Eye Hospital, and Xianyang Aier Eye Hospital ethics committees (2022SF-367).


Subject(s)
Angiogenesis Inhibitors , Dexamethasone , Drug Implants , Drug Therapy, Combination , Glucocorticoids , Intravitreal Injections , Macular Edema , Ranibizumab , Retinal Vein Occlusion , Tomography, Optical Coherence , Visual Acuity , Humans , Retinal Vein Occlusion/complications , Retinal Vein Occlusion/drug therapy , Retinal Vein Occlusion/diagnosis , Ranibizumab/administration & dosage , Male , Female , Dexamethasone/administration & dosage , Macular Edema/etiology , Macular Edema/drug therapy , Macular Edema/diagnosis , Prospective Studies , Middle Aged , Angiogenesis Inhibitors/administration & dosage , Glucocorticoids/administration & dosage , Tomography, Optical Coherence/methods , Treatment Outcome , Aged , Follow-Up Studies
8.
J Transl Med ; 22(1): 523, 2024 May 31.
Article in English | MEDLINE | ID: mdl-38822359

ABSTRACT

OBJECTIVE: Diabetic macular edema (DME) is the leading cause of visual impairment in patients with diabetes mellitus (DM). The goal of early detection has not yet achieved due to a lack of fast and convenient methods. Therefore, we aim to develop and validate a prediction model to identify DME in patients with type 2 diabetes mellitus (T2DM) using easily accessible systemic variables, which can be applied to an ophthalmologist-independent scenario. METHODS: In this four-center, observational study, a total of 1994 T2DM patients who underwent routine diabetic retinopathy screening were enrolled, and their information on ophthalmic and systemic conditions was collected. Forward stepwise multivariable logistic regression was performed to identify risk factors of DME. Machine learning and MLR (multivariable logistic regression) were both used to establish prediction models. The prediction models were trained with 1300 patients and prospectively validated with 104 patients from Guangdong Provincial People's Hospital (GDPH). A total of 175 patients from Zhujiang Hospital (ZJH), 115 patients from the First Affiliated Hospital of Kunming Medical University (FAHKMU), and 100 patients from People's Hospital of JiangMen (PHJM) were used as external validation sets. Area under the receiver operating characteristic curve (AUC), accuracy (ACC), sensitivity, and specificity were used to evaluate the performance in DME prediction. RESULTS: The risk of DME was significantly associated with duration of DM, diastolic blood pressure, hematocrit, glycosylated hemoglobin, and urine albumin-to-creatinine ratio stage. The MLR model using these five risk factors was selected as the final prediction model due to its better performance than the machine learning models using all variables. The AUC, ACC, sensitivity, and specificity were 0.80, 0.69, 0.80, and 0.67 in the internal validation, and 0.82, 0.54, 1.00, and 0.48 in prospective validation, respectively. In external validation, the AUC, ACC, sensitivity and specificity were 0.84, 0.68, 0.90 and 0.60 in ZJH, 0.89, 0.77, 1.00 and 0.72 in FAHKMU, and 0.80, 0.67, 0.75, and 0.65 in PHJM, respectively. CONCLUSION: The MLR model is a simple, rapid, and reliable tool for early detection of DME in individuals with T2DM without the needs of specialized ophthalmologic examinations.


Subject(s)
Diabetes Mellitus, Type 2 , Diabetic Retinopathy , Early Diagnosis , Macular Edema , Humans , Diabetes Mellitus, Type 2/complications , Macular Edema/complications , Macular Edema/diagnosis , Macular Edema/blood , Male , Female , Diabetic Retinopathy/diagnosis , Middle Aged , Risk Factors , ROC Curve , Aged , Reproducibility of Results , Machine Learning , Multivariate Analysis , Area Under Curve , Logistic Models
9.
BMC Ophthalmol ; 24(1): 247, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38862962

ABSTRACT

BACKGROUND: Peripapillary hyperreflective ovoid mass-like structures (PHOMS) are newly characterized lesions wedged around the optic discs, which used to be misdiagnosed. Better understanding and identifying PHOMS are important for monitoring the condition of optic nerve. CASE PRESENTATION: A young female presented to the ophthalmic clinic with blurred vision of both eyes. Protrusions resembling "C-shaped donut" were found circling the optic discs bilaterally. These lesions were homogenous hyperreflective on OCT, while they were also hypoautofluorescent and hypoechogenic. Meanwhile, cystoid macular edema (CME) was also identified in both eyes. The patient was then diagnosed as PHOMS with CME. A short-term glucocorticoids therapy was prescribed systemically. The logMAR best-corrected visual acuity (BCVA) of both eyes reached 0.0 in 4 months with recovery of CME, while the PHOMS remained. CONCLUSIONS: There is currently no report on PHOMS with CME. More attentions should be paid to PHOMS, for they are potential biomarkers for axoplasmic stasis involved in different diseases of the optic nerve.


Subject(s)
Macular Edema , Optic Disk , Tomography, Optical Coherence , Visual Acuity , Humans , Macular Edema/diagnosis , Macular Edema/drug therapy , Female , Tomography, Optical Coherence/methods , Optic Disk/pathology , Optic Disk/diagnostic imaging , Adult , Glucocorticoids/therapeutic use , Fluorescein Angiography/methods , Optic Nerve Diseases/diagnosis
10.
Int Ophthalmol ; 44(1): 275, 2024 Jun 25.
Article in English | MEDLINE | ID: mdl-38916818

ABSTRACT

PURPOSE: To assess the effectiveness of a switch to faricimab in individuals affected by DME and previously treated with aflibercept. METHODS: In this retrospective, single-center study, DME patients previously treated with at least 3 injections of aflibercept then switched to faricimab were enrolled. Best corrected visual acuity (BCVA) and central subfield thickness (CST) were recorded at baseline, at the time of the switch and at 6 months follow-up. At transition to faricimab, patients were categorized as "good visual responders" (≥ 5 letters from baseline) or "poor visual responders" (< 5 letters), and as "good anatomical responders" (any reduction in edema compared to baseline) or "poor anatomical responders" (no reduction or worsening of edema). Changes in BCVA and CST were recorded at 6 months after the switch to faricimab. RESULTS: 100 eyes of 100 patients (61 female, 61%) were switched to faricimab after a mean of 6.8 ± 3.3 aflibercept injections. At the 6 months follow-up, only "poor visual responders" (N = 62) demonstrated a meaningful increase in BCVA (Δswitch-6M = + 5 letters; P = 0.007), coupled with a reduction in CST (Δswitch-6M = - 67.9 µm; P = 0.004); participants with "poor anatomical response" upon transitioning exhibited a significant functional gain (Δswitch-6M = + 4.5 letters; p = 0.05) but limited CST enhancements (Δswitch-6M = - 95.1 µm; p = 0.05). CONCLUSIONS: Faricimab shows a positive impact on anatomical and functional metrics in DME cases refractory to aflibercept.


Subject(s)
Angiogenesis Inhibitors , Diabetic Retinopathy , Intravitreal Injections , Macular Edema , Receptors, Vascular Endothelial Growth Factor , Recombinant Fusion Proteins , Tomography, Optical Coherence , Visual Acuity , Humans , Receptors, Vascular Endothelial Growth Factor/administration & dosage , Receptors, Vascular Endothelial Growth Factor/therapeutic use , Receptors, Vascular Endothelial Growth Factor/antagonists & inhibitors , Recombinant Fusion Proteins/administration & dosage , Recombinant Fusion Proteins/therapeutic use , Female , Male , Retrospective Studies , Macular Edema/drug therapy , Macular Edema/diagnosis , Macular Edema/etiology , Diabetic Retinopathy/drug therapy , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/complications , Diabetic Retinopathy/physiopathology , Middle Aged , Angiogenesis Inhibitors/administration & dosage , Tomography, Optical Coherence/methods , Follow-Up Studies , Aged , Treatment Outcome , Drug Substitution/methods , Vascular Endothelial Growth Factor A/antagonists & inhibitors
11.
Eur J Ophthalmol ; 34(3): NP97-NP100, 2024 May.
Article in English | MEDLINE | ID: mdl-38699790

ABSTRACT

INTRODUCTION: We present a single-eyed case with a previous diagnosis of breast cancer who had intraretinal cystoid changes associated with the systemic administration of ixabepilone in her only seeing eye. To our best knowledge, this is the first reported case describing this phenomenon related to the ixabepilone administration. CASE DESCRIPTION: A 54-year-old woman with a history of breast cancer was examined due to visual deterioration in her only good left eye. The patient had undergone cataract surgery and lens implantation in her right eye following a childhood accident, but subsequently had developed a refractory glaucoma and lost her right vision. Six cycles of 40 mg/m2 systemic ixabepilone (3-hly intravenous infusion once every 3 weeks) had been administered within the past six months. Her visual decline started two weeks following the last treatment session. She was offered intravitreal anti-vascular endothelial growth factor injection elsewhere. Fluorescein angiogram showed no dye leakage whereas spectral-domain optical coherence tomography demonstrated parafoveal intraretinal cystoid changes. En-face optical coherence tomography revealed petaloid type roundish hyporeflective areas at the level of superficial and deep vascular plexus. Ixabepilone-associated cystoid maculopathy was suspected as she received only ixabepilone for the chemotherapy in the last six months. We thus recommended her not to continue ixabepilone therapy. Ten weeks after the ixabepilone cessation, intraretinal cystoid changes had resolved completely. CONCLUSION: Angiographically silent intraretinal cystoid changes may develop in association with the use of ixabepilone. Referral to an ophthalmologist should be considered for the patients experiencing visual complaints as ixabepilone cessation may lead to visual improvement and avoid unnecessary treatment.


Subject(s)
Breast Neoplasms , Epothilones , Fluorescein Angiography , Macular Edema , Tomography, Optical Coherence , Visual Acuity , Humans , Female , Middle Aged , Macular Edema/drug therapy , Macular Edema/diagnosis , Epothilones/adverse effects , Epothilones/administration & dosage , Visual Acuity/physiology , Breast Neoplasms/drug therapy , Fundus Oculi
12.
JAMA Ophthalmol ; 142(6): 573-576, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38696177

ABSTRACT

Importance: Vision-language models (VLMs) are a novel artificial intelligence technology capable of processing image and text inputs. While demonstrating strong generalist capabilities, their performance in ophthalmology has not been extensively studied. Objective: To assess the performance of the Gemini Pro VLM in expert-level tasks for macular diseases from optical coherence tomography (OCT) scans. Design, Setting, and Participants: This was a cross-sectional diagnostic accuracy study evaluating a generalist VLM on ophthalmology-specific tasks using the open-source Optical Coherence Tomography Image Database. The dataset included OCT B-scans from 50 unique patients: healthy individuals and those with macular hole, diabetic macular edema, central serous chorioretinopathy, and age-related macular degeneration. Each OCT scan was labeled for 10 key pathological features, referral recommendations, and treatments. The images were captured using a Cirrus high definition OCT machine (Carl Zeiss Meditec) at Sankara Nethralaya Eye Hospital, Chennai, India, and the dataset was published in December 2018. Image acquisition dates were not specified. Exposures: Gemini Pro, using a standard prompt to extract structured responses on December 15, 2023. Main Outcomes and Measures: The primary outcome was model responses compared against expert labels, calculating F1 scores for each pathological feature. Secondary outcomes included accuracy in diagnosis, referral urgency, and treatment recommendation. The model's internal concordance was evaluated by measuring the alignment between referral and treatment recommendations, independent of diagnostic accuracy. Results: The mean F1 score was 10.7% (95% CI, 2.4-19.2). Measurable F1 scores were obtained for macular hole (36.4%; 95% CI, 0-71.4), pigment epithelial detachment (26.1%; 95% CI, 0-46.2), subretinal hyperreflective material (24.0%; 95% CI, 0-45.2), and subretinal fluid (20.0%; 95% CI, 0-45.5). A correct diagnosis was achieved in 17 of 50 cases (34%; 95% CI, 22-48). Referral recommendations varied: 28 of 50 were correct (56%; 95% CI, 42-70), 10 of 50 were overcautious (20%; 95% CI, 10-32), and 12 of 50 were undercautious (24%; 95% CI, 12-36). Referral and treatment concordance were very high, with 48 of 50 (96%; 95 % CI, 90-100) and 48 of 49 (98%; 95% CI, 94-100) correct answers, respectively. Conclusions and Relevance: In this study, a generalist VLM demonstrated limited vision capabilities for feature detection and management of macular disease. However, it showed low self-contradiction, suggesting strong language capabilities. As VLMs continue to improve, validating their performance on large benchmarking datasets will help ascertain their potential in ophthalmology.


Subject(s)
Tomography, Optical Coherence , Tomography, Optical Coherence/methods , Humans , Cross-Sectional Studies , Artificial Intelligence , Macular Edema/diagnosis , Macular Edema/diagnostic imaging , Macula Lutea/diagnostic imaging , Macula Lutea/pathology , Female , Reproducibility of Results , Male , Diabetic Retinopathy/diagnosis , Retinal Diseases/diagnosis , Central Serous Chorioretinopathy/diagnosis , Macular Degeneration/diagnosis , Retinal Perforations/diagnosis , Retinal Perforations/diagnostic imaging
13.
Asia Pac J Ophthalmol (Phila) ; 13(3): 100067, 2024.
Article in English | MEDLINE | ID: mdl-38750958

ABSTRACT

OBJECTIVE: To identify the risk factors for the development of diabetic retinopathy (DR), diabetic macular edema (DME), and sight-threatening DR (STDR) based on a city-wide diabetes screening program. RESEARCH DESIGN AND METHODS: Diabetic patients were prospectively recruited between June 2016 and December 2022. All patients underwent dilated fundus photography centered on the disc and macula or macular spectral domain optical coherence tomography (SD-OCT) scan. Complete medical history was documented. Systematic examination, blood analysis, and urinalysis were performed. Multivariate logistic regression analysis adjusting for age and sex was conducted. RESULTS: Out of 7274 diabetic patients, 6840 had gradable images, among which 3054 (42.0%) were graded as DR, 1153 (15.9%) as DME, and 1500 (20.6%) as STDR. The factors associated with DR, DME, and STDR included younger age (odds ratio [OR]: 0.96, 0.97, and 0.96 respectively), lower BMI (OR: 0.97, 0.95, and 0.95 respectively), longer duration of diabetes (OR: 1.07, 1.03, and 1.05 respectively) and positive of urinary albumin (OR: 2.22, 2.56, and 2.88 respectively). Other associated factors included elevated blood urea nitrogen (OR: 1.22, 1.28, and 1.27 respectively), higher LDL-cholesterol, lower blood hemoglobin (OR: 0.98, 0.98, and 0.98), insulin intake, presence of diabetic foot pathologies and diabetic peripheral neuropathy. We also identified novel risk factors, including high serum potassium (OR: 1.37, 1.46, and 1.55 respectively), high-serum sodium (OR: 1.02, 1.02, and 1.04 respectively). Better family income was a protective factor for DR, DME, and STDR. Alcohol consumption once a week was also identified as a protective factor for DR. CONCLUSIONS: Similar risk factors for DR, DME, and STDR were found in this study. Our data also indicates high serum sodium, high serum potassium, low blood hemoglobin, and level of family income as novel associated factors for DR, DME, and STDR, which can help with DR monitoring and management.


Subject(s)
Diabetic Retinopathy , Macular Edema , Tomography, Optical Coherence , Humans , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/diagnosis , Male , Risk Factors , Macular Edema/etiology , Macular Edema/epidemiology , Macular Edema/diagnosis , Female , Middle Aged , Prospective Studies , Tomography, Optical Coherence/methods , Aged , Visual Acuity , Adult , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology
14.
Invest Ophthalmol Vis Sci ; 65(5): 26, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38758639

ABSTRACT

Purpose: In diabetic macular edema (DME), hyper-reflective foci (HRF) has been linked to disease severity and progression. Using an automated approach, we aimed to investigate the baseline distribution of HRF in DME and their co-localization with cystoid intraretinal fluid (IRF). Methods: Baseline spectral-domain optical coherence tomography (SD-OCT) volume scans (N = 1527) from phase III clinical trials YOSEMITE (NCT03622580) and RHINE (NCT03622593) were segmented using a deep-learning-based algorithm (developed using B-scans from BOULEVARD NCT02699450) to detect HRF. The HRF count and volume were assessed. HRF distributions were analyzed in relation to best-corrected visual acuity (BCVA), central subfield thickness (CST), and IRF volume in quartiles, and Diabetic Retinopathy Severity Scores (DRSS) in groups. Co-localization of HRF with IRF was calculated in the central 3-mm diameter using the en face projection. Results: HRF were present in most patients (up to 99.7%). Median (interquartile range [IQR]) HRF volume within the 3-mm diameter Early Treatment Diabetic Retinopathy Study ring was 1964.3 (3325.2) pL, and median count was 64.0 (IQR = 96.0). Median HRF volumes were greater with decreasing BCVA (nominal P = 0.0109), and increasing CST (nominal P < 0.0001), IRF (nominal P < 0.0001), and DRSS up to very severe nonproliferative diabetic retinopathy (nominal P < 0.0001). HRF co-localized with IRF in the en face projection. Conclusions: Using automated HRF segmentation of full SD-OCT volumes, we observed that HRF are a ubiquitous feature in DME and exhibit relationships with BCVA, CST, IRF, and DRSS, supporting a potential link to disease severity. The spatial distribution of HRF closely followed that of IRF.


Subject(s)
Diabetic Retinopathy , Macular Edema , Subretinal Fluid , Tomography, Optical Coherence , Visual Acuity , Aged , Female , Humans , Male , Middle Aged , Algorithms , Angiogenesis Inhibitors/therapeutic use , Diabetic Retinopathy/metabolism , Diabetic Retinopathy/diagnosis , Intravitreal Injections , Macular Edema/metabolism , Macular Edema/diagnosis , Macular Edema/diagnostic imaging , Subretinal Fluid/metabolism , Tomography, Optical Coherence/methods , Visual Acuity/physiology
16.
Int Ophthalmol ; 44(1): 216, 2024 May 05.
Article in English | MEDLINE | ID: mdl-38705908

ABSTRACT

PURPOSE: To evaluate clinical features, treatment protocol, outcomes, and complications that developed in this case series of 24 patients who had consecutive sterile endophthalmitis after intravitreal bevacizumab (IVB) injection. METHODS: In this retrospective case series, IVB was repackaged in individual aliquots from the three batches that were used on the same day. IVB was injected into 26 eyes of 26 patients due to diabetic macular edema, age-related macular degeneration, and branch retinal vein occlusion. All patients had intraocular inflammation. Patients were divided into two groups severe and moderate inflammation according to the intraocular inflammation. The medical records of all patients were reviewed. At each follow-up visit, the complete ophthalmologic examination was performed, including best corrected visual acuity (BCVA), intraocular pressure, biomicroscopy, and posterior fundus examination. RESULTS: Twenty-four of 26 patients were included in the study. Two patients were excluded from this study since they didn't come to follow-up visits. The mean BCVA was 1.00 ± 0.52 Log MAR units before IVB. At the final visit, the BCVA was 1.04 ± 0.47 Log MAR units. These differences were not significant (p = 0.58). Of the 24 eyes, 16 eyes had severe, and 8 eyes had moderate intraocular inflammation. Eleven eyes in the severe inflammation group underwent pars plana vitrectomy due to intense vitreous opacity. Smear, culture results, and polymerase chain reaction results were negative. CONCLUSION: Sterile endophthalmitis may occur after IVB injection. Differential diagnosis of sterile endophthalmitis from infective endophthalmitis is crucial to adjust the appropriate treatment and prevent long-term complications due to unnecessary treatment.


Subject(s)
Angiogenesis Inhibitors , Bevacizumab , Endophthalmitis , Intravitreal Injections , Visual Acuity , Humans , Bevacizumab/administration & dosage , Bevacizumab/adverse effects , Endophthalmitis/diagnosis , Endophthalmitis/etiology , Retrospective Studies , Male , Female , Angiogenesis Inhibitors/administration & dosage , Angiogenesis Inhibitors/adverse effects , Aged , Middle Aged , Aged, 80 and over , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Macular Edema/drug therapy , Macular Edema/diagnosis , Macular Edema/etiology , Retinal Vein Occlusion/diagnosis , Retinal Vein Occlusion/drug therapy , Retinal Vein Occlusion/complications , Follow-Up Studies , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/drug therapy
17.
Int Ophthalmol ; 44(1): 220, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38713261

ABSTRACT

BACKGROUND: This study was conducted to compare concentrations of VEGF family growth factors, inflammation-related factors, and adhesion molecules in the aqueous humor of eyes with diabetic macular edema (DME), with and without prior vitrectomy. METHODS: A total of 31 eyes were included, 11 with DME that had undergone vitrectomy, 9 with DME but without vitrectomy, and 11 from age-related cataract patients as controls. The concentrations of cytokines including TNF-α, IL-6, IL-8, IP-10, MCP-1, IFN-γ, MIP-1 α, MIP-1 ß, PECAM-1, MIF, VCAM-1, ICAM-1, PIGF were quantified using Luminex Human Discovery Assay. Central macular thickness (CMT) values of all eyes were measured using optical coherence tomography (OCT). RESULTS: (1) Vitrectomized DME eyes exhibited significantly higher levels of IL-6 and IL-8 compared to non-vitrectomized eyes (P < 0.05). (2) In vitrectomized group, after Benjamini-Hochberg correction, there was a significant positive correlation between the levels of VEGF and PlGF (rs = 0.855, P < 0.05), as well as the levels of TNF-α and IFN-γ (rs = 0.858, P < 0.05). In non-vitrectomized group, significant positive correlations were found between VEGF and PlGF levels after correcting for multiple comparisons (rs = 0.9, P < 0.05). (3) In non-vitrectomized group, the concentrations of VEGF and PlGF in aqueous humor were significantly positively correlated with CMT values (rs = 0.95, P < 0.05; rs = 0.9, P < 0.05, respectively). CONCLUSIONS: The concentrations of IL-6 and IL-8 in the aqueous humor were significantly higher in vitrectomized DME eyes compared to nonvitrectomized DME eyes and the levels of VEGF were similar in the two groups, suggesting that inflammation after vitrectomy may be a key factor in the occurrence and development of DME.


Subject(s)
Aqueous Humor , Cytokines , Diabetic Retinopathy , Macular Edema , Tomography, Optical Coherence , Vitrectomy , Humans , Aqueous Humor/metabolism , Macular Edema/metabolism , Macular Edema/etiology , Macular Edema/diagnosis , Male , Cytokines/metabolism , Female , Diabetic Retinopathy/metabolism , Diabetic Retinopathy/surgery , Diabetic Retinopathy/diagnosis , Aged , Middle Aged , Tomography, Optical Coherence/methods , Biomarkers/metabolism
18.
Invest Ophthalmol Vis Sci ; 65(4): 21, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38591938

ABSTRACT

Purpose: Optical coherence tomography (OCT) is an emerging adjunct imaging modality to evaluate retinopathy of prematurity (ROP). From an 11-year research database, we identify early OCT biomarkers that predict treatment-requiring ROP (TR-ROP). Methods: For preterm infants with acceptable OCT images at 32 ± 1 weeks postmenstrual age (PMA), we extracted the following measures: total retina, inner retinal layer (IRL), and outer retinal layer (ORL) thicknesses at the fovea and the parafovea, inner nuclear layer (INL) and choroidal thickness, parafovea/fovea (P/F) ratio, and presence of macular edema. Using univariable and multivariable logistic regression models, we evaluated the association between retinal and choroidal OCT measurements at 32 ± 1 weeks PMA and development of TR-ROP. Results: Of 277 eyes (145 infants) with usable OCT images, 67 eyes had TR-ROP. Lower P/F ratio (P < 0.0001), thicker foveal IRL (P = 0.0001), and thinner choroid (P = 0.03) were associated with TR-ROP in univariable analysis, but lost significance of association when adjusted for gestational age and race. Absence of macular edema was associated with TR-ROP when adjusted for gestational age and race (P = 0.01). In 185 eyes without macular edema, P/F ratio was associated with TR-ROP in both univariable analysis (P < 0.0001) and multivariable analysis (P = 0.02) with adjustment for gestational age and race. Conclusions: Presence of macular edema at 32 ± 1 weeks PMA in infants with lower gestational age may be protective against TR-ROP. In infants without macular edema, P/F ratio may be an early OCT biomarker for development of TR-ROP. Incorporation of early OCT biomarkers may be useful in prediction of TR-ROP.


Subject(s)
Macular Edema , Retinopathy of Prematurity , Infant, Newborn , Infant , Humans , Retinopathy of Prematurity/diagnosis , Tomography, Optical Coherence , Macular Edema/diagnosis , Macular Edema/etiology , Infant, Premature , Retina , Biomarkers
19.
Indian J Ophthalmol ; 72(5): 722-727, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38648434

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.


Subject(s)
Angiogenesis Inhibitors , Diabetic Retinopathy , Fovea Centralis , Intravitreal Injections , Macular Edema , Ranibizumab , Tomography, Optical Coherence , Visual Acuity , Humans , Tomography, Optical Coherence/methods , Ranibizumab/administration & dosage , Ranibizumab/therapeutic use , Macular Edema/drug therapy , Macular Edema/diagnosis , Macular Edema/etiology , Macular Edema/physiopathology , Visual Acuity/physiology , Male , Diabetic Retinopathy/drug therapy , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/physiopathology , Diabetic Retinopathy/complications , Prospective Studies , Angiogenesis Inhibitors/administration & dosage , Angiogenesis Inhibitors/therapeutic use , Female , Middle Aged , Fovea Centralis/pathology , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Follow-Up Studies , Macula Lutea/pathology , Biomarkers , Aged , Retinal Photoreceptor Cell Outer Segment/pathology
20.
Ophthalmology ; 131(8): 927-942, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38613533

ABSTRACT

PURPOSE: This American Academy of Ophthalmology Ophthalmic Technology Assessment aims to assess the effectiveness of conventional teleretinal screening (TS) in detecting diabetic retinopathy (DR) and diabetic macular edema (DME). METHODS: A literature search of the PubMed database was conducted most recently in July 2023 to identify data published between 2006 and 2023 on any of the following elements related to TS effectiveness: (1) the accuracy of TS in detecting DR or DME compared with traditional ophthalmic screening with dilated fundus examination or 7-standard field Early Treatment Diabetic Retinopathy Study photography, (2) the impact of TS on DR screening compliance rates or other patient behaviors, and (3) cost-effectiveness and patient satisfaction of TS compared with traditional DR screening. Identified studies then were rated based on the Oxford Centre for Evidence-Based Medicine grading system. RESULTS: Eight level I studies, 14 level II studies, and 2 level III studies were identified in total. Although cross-study comparison is challenging because of differences in reference standards and grading methods, TS demonstrated acceptable sensitivity and good specificity in detecting DR; moderate to good agreement between TS and reference-standard DR grading was observed. Performance of TS was not as robust in detecting DME, although the number of studies evaluating DME specifically was limited. Two level I studies, 5 level II studies, and 1 level III study supported that TS had a positive impact on overall DR screening compliance, even increasing it by more than 2-fold in one study. Studies assessing cost-effectiveness and patient satisfaction were not graded formally, but they generally showed that TS was cost-effective and preferred by patients over traditional surveillance. CONCLUSIONS: Conventional TS is an effective approach to DR screening not only for its accuracy in detecting referable-level disease, but also for improving screening compliance in a cost-effective manner that may be preferred by patients. Further research is needed to elucidate the ideal approach of TS that may involve integration of artificial intelligence or other imaging technologies in the future. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.


Subject(s)
Academies and Institutes , Diabetic Retinopathy , Macular Edema , Ophthalmology , Photography , Telemedicine , Humans , Diabetic Retinopathy/diagnosis , Macular Edema/diagnosis , Photography/economics , Photography/methods , United States , Cost-Benefit Analysis , Technology Assessment, Biomedical , Sensitivity and Specificity , Diagnostic Techniques, Ophthalmological , Mass Screening/methods , Mass Screening/economics , Reproducibility of Results
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