RESUMEN
PURPOSE: To develop and evaluate an automated, portable algorithm to differentiate active corneal ulcers from healed scars using only external photographs. DESIGN: A convolutional neural network was trained and tested using photographs of corneal ulcers and scars. PARTICIPANTS: De-identified photographs of corneal ulcers were obtained from the Steroids for Corneal Ulcers Trial (SCUT), Mycotic Ulcer Treatment Trial (MUTT), and Byers Eye Institute at Stanford University. METHODS: Photographs of corneal ulcers (n = 1313) and scars (n = 1132) from the SCUT and MUTT were used to train a convolutional neural network (CNN). The CNN was tested on 2 different patient populations from eye clinics in India (n = 200) and the Byers Eye Institute at Stanford University (n = 101). Accuracy was evaluated against gold standard clinical classifications. Feature importances for the trained model were visualized using gradient-weighted class activation mapping. MAIN OUTCOME MEASURES: Accuracy of the CNN was assessed via F1 score. The area under the receiver operating characteristic (ROC) curve (AUC) was used to measure the precision-recall trade-off. RESULTS: The CNN correctly classified 115 of 123 active ulcers and 65 of 77 scars in patients with corneal ulcer from India (F1 score, 92.0% [95% confidence interval (CI), 88.2%-95.8%]; sensitivity, 93.5% [95% CI, 89.1%-97.9%]; specificity, 84.42% [95% CI, 79.42%-89.42%]; ROC: AUC, 0.9731). The CNN correctly classified 43 of 55 active ulcers and 42 of 46 scars in patients with corneal ulcers from Northern California (F1 score, 84.3% [95% CI, 77.2%-91.4%]; sensitivity, 78.2% [95% CI, 67.3%-89.1%]; specificity, 91.3% [95% CI, 85.8%-96.8%]; ROC: AUC, 0.9474). The CNN visualizations correlated with clinically relevant features such as corneal infiltrate, hypopyon, and conjunctival injection. CONCLUSIONS: The CNN classified corneal ulcers and scars with high accuracy and generalized to patient populations outside of its training data. The CNN focused on clinically relevant features when it made a diagnosis. The CNN demonstrated potential as an inexpensive diagnostic approach that may aid triage in communities with limited access to eye care.
Asunto(s)
Cicatriz/diagnóstico por imagen , Úlcera de la Córnea/diagnóstico por imagen , Aprendizaje Profundo , Infecciones Bacterianas del Ojo/diagnóstico por imagen , Infecciones Fúngicas del Ojo/diagnóstico por imagen , Fotograbar , Cicatrización de Heridas/fisiología , Algoritmos , Área Bajo la Curva , Cicatriz/fisiopatología , Úlcera de la Córnea/clasificación , Úlcera de la Córnea/microbiología , Infecciones Bacterianas del Ojo/clasificación , Infecciones Bacterianas del Ojo/microbiología , Infecciones Fúngicas del Ojo/clasificación , Infecciones Fúngicas del Ojo/microbiología , Reacciones Falso Positivas , Humanos , Valor Predictivo de las Pruebas , Curva ROC , Estudios Retrospectivos , Sensibilidad y Especificidad , Microscopía con Lámpara de HendiduraRESUMEN
BACKGROUND: Anterior segment optical coherence tomography (AS OCT) is a helpful tool used to diagnose and manage many corneal conditions, but its use has not been reported in case of peripheral ulcerative keratitis (PUK). The aim of this study is to describe AS OCT findings in cases of PUK. METHODS: Retrospective observational case series of six eyes presenting with a PUK and proven systemic vasculitis. Clinical course, slit lamp photographs, and AS OCT findings were the main outcomes. RESULTS: The AS OCT findings were found to correlate with the ocular disease's level of activity. In the acute stage, an absence of corneal epithelium, a scrambled appearance of the anterior stroma and a heterogeneous stromal reflectivity were observed. During the reduction of disease level activity, an irregular hyporeflective epithelium, a smoother anterior stroma, and a homogenous hyperreflective stroma were seen. At the healed stage, a filling of the corneal defect by a hyporeflective thick epithelium, the persistence of the hyperreflective underlying stroma, and a demarcation line were observed. The mean total corneal thickness at last follow-up was significantly thicker (509 ± 147 µm) compared with the mean corneal thickness at onset (408 ± 131 µm; P = 0.03). CONCLUSIONS: AS OCT provides an assessment of structural changes occurring in PUK, useful for its diagnosis and monitoring.
Asunto(s)
Segmento Anterior del Ojo/diagnóstico por imagen , Sustancia Propia/diagnóstico por imagen , Úlcera de la Córnea/diagnóstico por imagen , Epitelio Corneal/diagnóstico por imagen , Tomografía de Coherencia Óptica , Adulto , Anciano , Antibacterianos/uso terapéutico , Azitromicina/uso terapéutico , Sustancia Propia/patología , Úlcera de la Córnea/tratamiento farmacológico , Quimioterapia Combinada , Epitelio Corneal/patología , Femenino , Estudios de Seguimiento , Glucocorticoides/uso terapéutico , Humanos , Inmunosupresores/uso terapéutico , Masculino , Metilprednisolona/uso terapéutico , Persona de Mediana Edad , Estudios Retrospectivos , Microscopía con Lámpara de HendiduraRESUMEN
Cedecea is a gram-negative bacterium from the family Enterobacteriaceae, rarely associated with human infection. We report the first case of an orbital cellulitis and corneal ulcer due to Cedecea in a patient who sustained a motor vehicle accident and was then found to have a retained wooden orbital foreign body.
Asunto(s)
Úlcera de la Córnea/microbiología , Infecciones por Enterobacteriaceae/microbiología , Cuerpos Extraños en el Ojo/microbiología , Infecciones Bacterianas del Ojo/microbiología , Órbita/lesiones , Celulitis Orbitaria/microbiología , Accidentes de Tránsito , Antibacterianos/uso terapéutico , Terapia Combinada , Úlcera de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/terapia , Infecciones por Enterobacteriaceae/diagnóstico por imagen , Infecciones por Enterobacteriaceae/terapia , Cuerpos Extraños en el Ojo/diagnóstico por imagen , Cuerpos Extraños en el Ojo/terapia , Infecciones Bacterianas del Ojo/diagnóstico por imagen , Infecciones Bacterianas del Ojo/terapia , Humanos , Imagen por Resonancia Magnética , Masculino , Procedimientos Quirúrgicos Oftalmológicos , Celulitis Orbitaria/diagnóstico por imagen , Celulitis Orbitaria/terapia , Tomografía Computarizada por Rayos X , Adulto JovenRESUMEN
PURPOSE: The aim of this study was to evaluate the role of anterior segment optical coherence tomography during follow-up of infectious keratitis and to assess response to treatment. METHODS: This was a prospective, consecutive, observational clinical series of cases. Twenty-three eyes of 23 patients with clinically proven fungal keratitis were included in the study. The patients received medical treatment according to clinical diagnosis, and follow-up was performed weekly. Slit-lamp examination and photography, and anterior segment optical coherence tomography were performed at initial and follow-up visits until corneal healing occurred. The main outcome measures included infiltrate depth, width, and density; central corneal thickness; minimal corneal thickness; corneal thickness at the site of the lesion; and stromal thickness at the center of the lesion. RESULTS: Twenty-three eyes of 23 patients (17 men and 6 women), mean age 42.5 ± 19 (8-66) years, were clinically diagnosed with fungal keratitis. Localization was central in 14 cases and paracentral/peripheral in 9 cases. Healing time was 6 to 12 weeks. Minimal corneal thickness, corneal thickness at the site of lesion, and stromal thickness at the center of lesion, and also infiltrate width and depth changed significantly from the first visit to the healing stage at the last follow-up (0.009, 0.001, 0.007, 0.001, and <0.001, respectively). CONCLUSIONS: In cases of fungal keratitis, anterior segment optical coherence tomography can provide the clinician with a quantitative assessment of a number of corneal parameters that can be used to determine effectiveness of therapy and confirm complete healing of the lesions that cannot be achieved by clinical evaluation.
Asunto(s)
Segmento Anterior del Ojo , Infecciones Fúngicas del Ojo , Tomografía de Coherencia Óptica , Humanos , Tomografía de Coherencia Óptica/métodos , Masculino , Femenino , Adulto , Persona de Mediana Edad , Estudios Prospectivos , Infecciones Fúngicas del Ojo/tratamiento farmacológico , Infecciones Fúngicas del Ojo/microbiología , Infecciones Fúngicas del Ojo/diagnóstico , Infecciones Fúngicas del Ojo/diagnóstico por imagen , Anciano , Adolescente , Adulto Joven , Segmento Anterior del Ojo/diagnóstico por imagen , Segmento Anterior del Ojo/patología , Niño , Antifúngicos/uso terapéutico , Estudios de Seguimiento , Úlcera de la Córnea/microbiología , Úlcera de la Córnea/tratamiento farmacológico , Úlcera de la Córnea/diagnóstico , Úlcera de la Córnea/diagnóstico por imagen , Agudeza Visual/fisiología , Córnea/patología , Córnea/diagnóstico por imagenRESUMEN
BACKGROUND: This study evaluates the use of anterior segment optical coherence tomography (AS-OCT) to identify focal changes and inform surgical plans in eyes with Mooren's ulcer. METHODS: A total of 18 eyes of 17 patients with Mooren's ulcer were examined prospectively using the AS-OCT system. RESULTS: Optical hyperreflectivity noted on AS-OCT images was in accordance with corneal ulceration, neovascularization, fibrovascular membranes, the junction of the native stromal bed, and the overlying lamellar corneal grafts. Focal corneal ectasia was observed in 13 eyes with a decrease in corneal thickness to ≤0.39 mm. There was a cut-off value of 0.39 mm in corneal thickness between the eyes with and without focal corneal ectasia in the thinned corneal area (Fisher = 0.383, χ2 = 14.873, P = 0.000). Based on the AS-OCT findings, six eyes were subjected to an individualized lamellar corneal graft. The thickness of the residual cornea after surgery was 47 ± 34 µm less than the presumed healthy corneal thickness before surgery (t = 3.376, P = 0.02). A small corneal perforation covered by a pseudopterygium in Mooren's ulcer was found through AS-OCT but undetectable by slit-lamp biomicroscopy. CONCLUSIONS: AS-OCT is a valuable non-contact technique for monitoring corneal thinning in Mooren's ulcer, and assisting surgical design. A decrease in peripheral corneal thickness to ≤0.39 mm may cause focal corneal ectasia.
Asunto(s)
Úlcera de la Córnea , Fotoquimioterapia , Humanos , Úlcera de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/tratamiento farmacológico , Úlcera de la Córnea/cirugía , Tomografía de Coherencia Óptica , Dilatación Patológica , Úlcera , Fotoquimioterapia/métodos , Fármacos Fotosensibilizantes/uso terapéuticoRESUMEN
PURPOSE: Transcorneal drug delivery is hindered by ocular physical and biochemical properties, such as tear production, the epithelial layer of the cornea, and blinking. The aim of this study was to determine whether ultrasound can be applied to increase the transcorneal drug delivery of natamycin used in the treatment of fungal keratitis without dangerously overheating the surrounding ocular tissues. METHODS: To verify the safety of various sets of ultrasound parameters, modeling studies were conducted using OnScale, an ultrasonic wave modeling software. Ultrasound parameters determined optimal for ocular tissue safety were used in a laboratory setting in a jacketed Franz diffusion cell setup. Histological images of the cross-section of the corneas used in experiments were examined for cell damage under a microscope. RESULTS: Increases in transcorneal drug delivery were seen in every treatment parameter combination when compared with the sham treatment. The highest increase was 4.0 times for 5 minutes of pulsed ultrasound at a 25% duty cycle and a frequency of 400 kHz and an intensity of 0.5 W/cm 2 with statistical significance ( P < 0.001). Histological analysis revealed structural damage only in the corneal epithelium, with most damage being at the epithelial surface. CONCLUSIONS: This study suggests that ultrasound is a safe, effective, and minimally invasive treatment method for enhancing the transcorneal drug delivery of natamycin. Further research is needed into the long-term effects of ultrasound parameters used in this study on human ocular tissues.
Asunto(s)
Úlcera de la Córnea , Infecciones Fúngicas del Ojo , Córnea/metabolismo , Úlcera de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/tratamiento farmacológico , Úlcera de la Córnea/metabolismo , Sistemas de Liberación de Medicamentos/métodos , Infecciones Fúngicas del Ojo/tratamiento farmacológico , Humanos , Natamicina/uso terapéuticoRESUMEN
PURPOSE: The aim of this study was to report a case of sterile corneal ulcer leading to perforation, which was treated effectively with autologous serum eye drops, topical regenerative agent (poly-carboxymethylglucose sulfate), steroids, and systemic immunosuppression in a patient with undiagnosed primary Sjögren's syndrome. METHODS: A 74-year-old female presented with a month's history of gradually worsening blurry vision in her left eye. Ophthalmic examination revealed a central descemetocele with excessive corneal stromal melting and absence of signs of infection. A bandage contact lens was applied for tectonic support along with topical corticosteroid and antibiotic drops. Autoimmune screen disclosed a diagnosis of Sjögren's syndrome, and the patient was commenced on systemic immunosuppression. Forty-eight hours after presentation, the patient developed a localized corneal perforation, presenting with a flat anterior chamber. RESULTS: Urgent amniotic membrane transplantation was arranged while topical dexamethasone, moxifloxacin, and autologous serum eye drops were administered. After 24 h of intensive topical treatment, a significant reforming of the anterior chamber and subsequent gradual regeneration of the corneal stroma were noted, thus postponing amniotic grafting. The patient remained under close monitoring, showing progressive clinical improvement. Regenerating agent eye drops (Cacicol20®) were also applied over the next month, with careful and slow tapering of topical dexamethasone. Further improvement of corneal thickness was observed, and visual acuity increased to 20/80. CONCLUSION: This case report demonstrates the successful medical treatment of an autoimmune-related sterile corneal perforation without surgical intervention, highlighting the fact that early diagnosis and rigorous medical treatment with autologous serum and regenerating agent eye drops can effectively aid tissue regeneration and favorable visual rehabilitation.
Asunto(s)
Perforación Corneal/terapia , Úlcera de la Córnea/terapia , Glicosaminoglicanos/uso terapéutico , Suero/fisiología , Síndrome de Sjögren/complicaciones , Administración Oftálmica , Anciano , Vendajes , Lentes de Contacto , Perforación Corneal/diagnóstico por imagen , Perforación Corneal/etiología , Trasplante de Córnea , Úlcera de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/etiología , Dexametasona/uso terapéutico , Inhibidores Enzimáticos/uso terapéutico , Femenino , Humanos , Hidroxicloroquina/uso terapéutico , Gotas Lubricantes para Ojos/uso terapéutico , Soluciones Oftálmicas , Síndrome de Sjögren/diagnóstico , Agudeza VisualRESUMEN
PURPOSE: To report a case of a culture-negative deep fungal corneal infection that was diagnosed after histopathology of an anterior segment optical coherence tomography-guided endothelial biopsy. METHODS: A 22-year-old woman with history of contact lens wear and concomitant topical steroid use presented with a mid-stromal corneal infiltrate that failed to respond to oral acyclovir and topical fortified antibiotics. Although cornea stains, cultures, and confocal microscopy showed negative results, there was high clinical suspicion for fungal keratitis. After 2 months on topical natamycin, oral voriconazole, and serial intrastromal and intracameral voriconazole injections, the infiltrate enlarged and deepened. Imaging with anterior segment optical coherence tomography revealed that the infection had progressed to an endothelial plaque. RESULTS: Diagnostic endothelial biopsy was performed in the operating room. Cultures showed again negative results, whereas histopathology of the removed specimen revealed fungal elements. The postoperative edema at the site of the biopsy resolved over the course of 4 weeks, and a posterior stromal scar formed. Serial intrastromal and intracameral voriconazole injections were continued for the first postoperative month. At the 1-year and the 3-year follow-up examinations, the patient's vision was 20/20 without recurrence. CONCLUSIONS: Intraoperative scraping of the endothelial plaque and histopathologic evaluation of the specimen proved to be of utmost importance for definitive diagnosis and resolution of the culture-negative deep fungal infection in this case. This young patient's cornea was retained and vision remains excellent.
Asunto(s)
Úlcera de la Córnea/diagnóstico por imagen , Endotelio Corneal/diagnóstico por imagen , Infecciones Fúngicas del Ojo/diagnóstico por imagen , Biopsia Guiada por Imagen , Tomografía de Coherencia Óptica , Antifúngicos/uso terapéutico , Úlcera de la Córnea/tratamiento farmacológico , Úlcera de la Córnea/microbiología , Endotelio Corneal/efectos de los fármacos , Endotelio Corneal/microbiología , Infecciones Fúngicas del Ojo/tratamiento farmacológico , Infecciones Fúngicas del Ojo/microbiología , Femenino , Humanos , Inyecciones Intraoculares , Microscopía Confocal , Agudeza Visual/fisiología , Voriconazol/uso terapéutico , Adulto JovenRESUMEN
PURPOSE: This study aimed to present the efficacy and safety of cenegermin eye drop (Oxervate; Dompè Farmaceutici, Milan, Italy) treatment in a pediatric patient affected by neurotrophic keratopathy (NK) with Goldenhar syndrome. METHODS: This case reports an infant presenting ulceration and a small central opacity in the cornea of the right and left eyes, respectively. The NK bilaterally worsened despite the use of therapeutic contact lenses and temporary partial tarsorrhaphy. Magnetic resonance imaging showed absence and hypoplasia of the right and left trigeminal nerves, respectively. Cenegermin eye drops were administered 1 drop/each eye, 6 times daily for 8 weeks to promote corneal healing. RESULTS: Complete healing was achieved in both eyes after treatment. During the 16-month follow-up period, no epithelial defect, recurrence, or complications were noticed, whereas corneal opacities progressively became clearer, although insignificant improvements in corneal sensitivity or in the reflex tearing were observed. CONCLUSIONS: Cenegermin was effective in treating NK in an infant with Goldenhar syndrome.
Asunto(s)
Córnea/inervación , Opacidad de la Córnea/tratamiento farmacológico , Úlcera de la Córnea/tratamiento farmacológico , Factor de Crecimiento Nervioso/administración & dosificación , Insensibilidad Congénita al Dolor/complicaciones , Enfermedades del Nervio Trigémino/tratamiento farmacológico , Nervio Trigémino/anomalías , Administración Oftálmica , Opacidad de la Córnea/congénito , Opacidad de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/congénito , Úlcera de la Córnea/diagnóstico por imagen , Estudios de Seguimiento , Humanos , Lactante , Gotas Lubricantes para Ojos/administración & dosificación , Imagen por Resonancia Magnética , Masculino , Soluciones Oftálmicas/administración & dosificación , Proteínas Recombinantes/administración & dosificación , Enfermedades del Nervio Trigémino/congénito , Enfermedades del Nervio Trigémino/diagnóstico por imagen , Cicatrización de Heridas/efectos de los fármacosRESUMEN
Corneal ulcer is a common ophthalmic symptom. Segmentation algorithms are needed to identify and quantify corneal ulcers from ocular staining images. Developments of such algorithms have been obstructed by a lack of high quality datasets (the ocular staining images and the corresponding gold-standard ulcer segmentation labels), especially for supervised learning based segmentation algorithms. In such context, we prepare a dataset containing 712 ocular staining images and the associated segmentation labels of flaky corneal ulcers. In addition to segmentation labels for flaky corneal ulcers, we also provide each image with three-fold class labels: firstly, each image has a label in terms of its general ulcer pattern; secondly, each image has a label in terms of its specific ulcer pattern; thirdly, each image has a label indicating its ulcer severity degree. This dataset not only provides an excellent opportunity for investigating the accuracy and reliability of different segmentation and classification algorithms for corneal ulcers, but also advances the development of new supervised learning based algorithms especially those in the deep learning framework.
Asunto(s)
Algoritmos , Úlcera de la Córnea/diagnóstico por imagen , Procesamiento de Imagen Asistido por Computador/métodos , Humanos , Reproducibilidad de los ResultadosRESUMEN
Fungal keratitis (FK) is the most devastating and vision-threatening microbial keratitis, but clinical diagnosis a great challenge. This study aimed to develop and verify a deep learning (DL)-based corneal photograph model for diagnosing FK. Corneal photos of laboratory-confirmed microbial keratitis were consecutively collected from a single referral center. A DL framework with DenseNet architecture was used to automatically recognize FK from the photo. The diagnoses of FK via corneal photograph for comparing DL-based models were made in the Expert and NCS-Oph group through a majority decision of three non-corneal specialty ophthalmologist and three corneal specialists, respectively. The average percentage of sensitivity, specificity, positive predictive value, and negative predictive value was approximately 71, 68, 60, and 78. The sensitivity was higher than that of the NCS-Oph (52%, P < .01), whereas the specificity was lower than that of the NCS-Oph (83%, P < .01). The average accuracy of around 70% was comparable with that of the NCS-Oph. Therefore, the sensitive DL-based diagnostic model is a promising tool for improving first-line medical care at rural area in early identification of FK.
Asunto(s)
Córnea/diagnóstico por imagen , Úlcera de la Córnea/diagnóstico por imagen , Aprendizaje Profundo , Infecciones Fúngicas del Ojo/diagnóstico por imagen , Imagen Óptica/métodos , Fotograbar/métodos , Córnea/patología , Úlcera de la Córnea/microbiología , Úlcera de la Córnea/patología , Infecciones Fúngicas del Ojo/patología , Humanos , Imagen Óptica/normas , Fotograbar/normas , Sensibilidad y EspecificidadRESUMEN
In this paper, we proposed and validated a novel and accurate pipeline for automatically segmenting flaky corneal ulcer areas from fluorescein staining images. The ulcer area was segmented within the cornea by employing a joint method of Otsu and Gaussian Mixture Modeling (GMM). In the GMM based segmentation, the total number of Gaussians was determined intelligently using an information theory based algorithm. And the fluorescein staining images were processed in the HSV color model rather than the original RGB color model, aiming to improve the segmentation results' robustness and accuracy. In the Otsu based segmentation, the images were processed in the grayscale space with Gamma correction being conducted before the Otsu binarization. Afterwards, morphological operations and median filtering were employed to further improve the Otsu segmentation result. The GMM and Otsu segmentation results were then intersected, for which post-processing was conducted by identifying and filling holes through a fast algorithm using priority queues of pixels. The proposed pipeline has been validated on a total of 150 clinical images. Accurate ulcer segmentation results have been obtained, with the mean Dice Similarity Coefficient (DSC) being 0.88 when comparing the automatic segmentation result with the manually-delineated gold standard. For images in the RGB color space, the mean DSC was 0.83, being much lower than that of the images in the HSV color space.
Asunto(s)
Úlcera de la Córnea/diagnóstico por imagen , Procesamiento de Imagen Asistido por Computador , Algoritmos , Color , Humanos , Distribución NormalRESUMEN
PURPOSE: To report a case of an iris abscess and necrotizing sclerokeratitis caused by Mycobacterium abscessus and presenting as hemorrhagic uveitis. METHODS: An 86-year-old white woman was diagnosed with hemorrhagic anterior uveitis and treated with high-frequency topical steroids. The inflammation progressed to involve the cornea and the sclera, and the treatment was changed to intensive antibiotics. There was no improvement. Direct microscopy of a biopsy specimen of the lesion wrongly identified Nocardia as the cause, but antibiotic sensitivity suggested clarithromycin as a suitable therapeutic agent. Therapy was changed but there was continued deterioration. The eye could not be saved and the causative organism was subsequently discovered to be M. abscessus. RESULTS: The eye was enucleated 6 months after initial presentation. CONCLUSIONS: Ocular infection with M. abscessus is an extremely rare cause of necrotizing sclerokeratitis and may present as a hemorrhagic uveitis. There is a high risk of misdiagnosis and late detection, which may have severe consequences.
Asunto(s)
Absceso/microbiología , Úlcera de la Córnea/microbiología , Hipema/microbiología , Enfermedades del Iris/microbiología , Infecciones por Mycobacterium no Tuberculosas/microbiología , Micobacterias no Tuberculosas/aislamiento & purificación , Escleritis/microbiología , Uveítis Anterior/microbiología , Absceso/diagnóstico por imagen , Absceso/tratamiento farmacológico , Anciano de 80 o más Años , Antiinfecciosos/uso terapéutico , Úlcera de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/tratamiento farmacológico , Enucleación del Ojo , Infecciones Bacterianas del Ojo/microbiología , Femenino , Humanos , Hipema/diagnóstico , Hipema/tratamiento farmacológico , Enfermedades del Iris/diagnóstico por imagen , Enfermedades del Iris/tratamiento farmacológico , Infecciones por Mycobacterium no Tuberculosas/diagnóstico por imagen , Infecciones por Mycobacterium no Tuberculosas/tratamiento farmacológico , Escleritis/diagnóstico por imagen , Escleritis/tratamiento farmacológico , Ultrasonografía , Uveítis Anterior/diagnóstico , Uveítis Anterior/tratamiento farmacológicoRESUMEN
PURPOSE: To determine the factors that influence the sensitivity and specificity of laser-scanning in vivo confocal microscopy (IVCM) for diagnosing Acanthamoeba keratitis (AK). METHODS: This retrospective, controlled study included 28 eyes of 27 patients with AK and 34 eyes of 34 patients with bacterial keratitis (as the control group). All patients had undergone corneal imaging with a laser-scanning IVCM (Heidelberg Retina Tomograph 3 with the Rostock Cornea Module). The IVCM images were independently evaluated by 2 experienced and 2 inexperienced masked observers. Sensitivity and specificity of IVCM for diagnosing AK and the effects of various clinical and imaging parameters on the sensitivity were then investigated. RESULTS: Overall, IVCM had average sensitivity and specificity of 69.7% ± 2.5% and 97.1% ± 4.2% for experienced observers and 59.0% ± 7.6% and 92.7% ± 10.4% for inexperienced observers, respectively. However, the sensitivity did not show any significant association with the duration of disease, size of ulcer, depth of involvement, culture results, or cyst morphology. Although interobserver agreement was good (κ = 0.60, P < 0.001) for the experienced observers, it was only at a moderate level (κ = 0.48, P < 0.001) for the inexperienced observers. CONCLUSIONS: IVCM has a moderate sensitivity and a high specificity for diagnosis of AK. Although clinical parameters do not affect this diagnostic accuracy, a higher sensitivity is seen when images are interpreted by experienced observers.
Asunto(s)
Queratitis por Acanthamoeba/diagnóstico por imagen , Microscopía Confocal/métodos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Úlcera de la Córnea/diagnóstico por imagen , Femenino , Humanos , Masculino , Microscopía Confocal/normas , Persona de Mediana Edad , Sensibilidad y Especificidad , Adulto JovenRESUMEN
PURPOSE: To assess variability in corneal ulcer measurements between ophthalmologists and reduce clinician-dependent variability using semiautomated segmentation of the ulcer from photographs. METHODS: Three ophthalmologists measured 50 patients' eyes for epithelial defects (EDs) and the stromal infiltrate (SI) size using slit-lamp (SL) calipers. SL photographs were obtained. An algorithm was developed for semiautomatic segmenting of the ED and SI in the photographs. Semiautomatic segmentation was repeated 3 times by different users (2 ophthalmologists and 1 trainee). Clinically significant variability was assessed with intraclass correlation coefficients (ICCs) and the percentage of pairwise measurements differing by ≥0.5 mm. Semiautomatic segmentation measurements were compared with manual delineation of the image by a corneal specialist (gold standard) using Dice similarity coefficients. RESULTS: Ophthalmologists' reliability in measurements by SL calipers had an ICC from 0.84 to 0.88 between examiners. Measurements by semiautomatic segmentation had an ICC from 0.96 to 0.98. SL measures of ulcers by clinical versus semiautomatic segmentation measures differed by ≥0.5 mm in 24% to 38% versus 8% to 28% (ED height); 30% to 52% versus 12% to 34% (ED width); 26% to 38% versus 10% to 32% (SI height); and 38% to 58% versus 14% to 34% (SI width), respectively. Average Dice similarity coefficients between manual and repeated semiautomatic segmentation ranged from 0.83 to 0.86 for the ED and 0.78 to 0.83 for the SI. CONCLUSIONS: Variability exists when measuring corneal ulcers, even among ophthalmologists. Photography and computerized methods for quantifying the ulcer size could reduce variability while remaining accurate and impact quantitative measurement endpoints.
Asunto(s)
Úlcera de la Córnea/diagnóstico , Fotograbar/métodos , Microscopía con Lámpara de Hendidura , Adulto , Anciano , Algoritmos , Úlcera de la Córnea/diagnóstico por imagen , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Masculino , Persona de Mediana Edad , Variaciones Dependientes del Observador , Reproducibilidad de los ResultadosRESUMEN
A 4-year-old girl had suffered from multiple pustules and severely swollen eyelids for a week which led to difficulties in opening her eyes. The pustules burst 2 days prior to admission, causing blood and pus to come out. As a result, the evaluation of eye movement, visual acuity and intraocular pressure was hindered. Eyelids were spasming, hyperaemic, warm and of soft consistency on palpation. Crust and necrotic tissues were also observed. The patient had a history of fever with cough and nasal congestion. CT scan revealed soft tissue thickening on bilateral anterolateral periorbital region. She also underwent debridement in both eyelids, followed by partial periosteal graft on the left eye due to corneal perforation. During follow-up after 1.5 months, she also underwent excision of the periosteal graft and synechiolysis, followed by cataract extraction of the left eye.
Asunto(s)
Úlcera de la Córnea/diagnóstico , Infecciones Bacterianas del Ojo/diagnóstico , Párpados , Fascitis Necrotizante/diagnóstico , Extracción de Catarata , Preescolar , Úlcera de la Córnea/complicaciones , Úlcera de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/cirugía , Desbridamiento , Diagnóstico Diferencial , Infecciones Bacterianas del Ojo/complicaciones , Infecciones Bacterianas del Ojo/cirugía , Fascitis Necrotizante/complicaciones , Fascitis Necrotizante/cirugía , Femenino , Humanos , Tomografía Computarizada por Rayos X , Agudeza VisualRESUMEN
PURPOSE: To determine cellular features of fungal (FK), Acanthamoeba (AK), and bacterial keratitis (BK) using HRT3 in vivo confocal microscopy (IVCM). DESIGN: Prospective observational cross-sectional study. METHODS: Eligible participants were adults with microbiologically positive FK, AK, or BK, of size ≥ 3 mm, attending Aravind Eye Hospital from February 2012 to February 2013. Exclusion criteria were descemetocele or perforation. At presentation, IVCM imaging was performed, then corneal scrapes were obtained for culture/light microscopy. An experienced grader (masked to microbiology/clinical features) assessed IVCM images for presence/absence of normal keratocyte-like morphology, stellate interconnected cells with/without visible nuclei, dendritiform cells (DFCs), inflammatory cells in a honeycomb distribution, and organism features. Statistical significance was assessed by logistic regression, adjusted for age, sex, ulcer size, and symptom duration. Main outcome measures were presence/absence of IVCM features in FK, AK, BK. RESULTS: A total of 183 participants had FK, 18 AK, 17 BK. Acanthamoeba appeared as bright spots (16/18, 89%), double-walled cysts (15/18, 83%), or signet rings (3/18, 17%), and often formed clusters after topical steroid use (univariable odds ratio [OR] 9.98, 95% confidence interval [CI] 1.02-97.96, P = .048). BK was associated with bullae in anterior stroma (OR 9.99, 95% CI: 3.11-32.06, P < .001). Honeycomb distribution of anterior stromal inflammatory cells was associated with FK (univariable OR 2.74, 95% CI: 1.01-7.40, P = .047). Aspergillus ulcers were associated with stromal DFCs (OR 11.05, 95% CI: 1.49-82.13, P = .019) and Fusarium ulcers with stellate appearance of interconnected cell processes with nuclei (OR 0.24, 95% CI: 0.09-0.65, P = .005). CONCLUSION: Specific cellular and structural features observed using IVCM in microbial keratitis may be associated with organism.
Asunto(s)
Queratitis por Acanthamoeba/diagnóstico por imagen , Úlcera de la Córnea/diagnóstico por imagen , Infecciones Bacterianas del Ojo/diagnóstico por imagen , Infecciones Fúngicas del Ojo/diagnóstico por imagen , Microscopía Confocal/métodos , Acanthamoeba/citología , Queratitis por Acanthamoeba/parasitología , Adulto , Anciano , Bacterias/citología , Córnea/diagnóstico por imagen , Úlcera de la Córnea/microbiología , Estudios Transversales , Infecciones Bacterianas del Ojo/microbiología , Infecciones Fúngicas del Ojo/microbiología , Femenino , Hongos/citología , Humanos , Masculino , Persona de Mediana Edad , Estudios ProspectivosRESUMEN
BACKGROUND: Clinical outcomes in fungal keratitis vary between Fusarium and Aspergillus spp, therefore distinguishing between species using morphological features such as filament branching angles, sporulation along filaments (adventitious sporulation) or dichotomous branching may be useful. In this study, we assessed these three features within Heidelberg Retina Tomograph 3 in vivo confocal microscopy (IVCM) images from culture-positive Fusarium and Aspergillus spp keratitis participants. METHODS: Prospective observational cohort study in Aravind Eye Hospital (February 2011-February 2012). Eligibility criteria: age ≥18â years, stromal infiltrate ≥3â mm diameter, Fusarium or Aspergillus spp culture-positive. EXCLUSION CRITERIA: previous/current herpetic keratitis, visual acuity <6/60 in fellow eye, >80% corneal thinning. IVCM was performed and images analysed for branch angle, presence/absence of adventitious sporulation or dichotomous branching by a grader masked to the microbiological diagnosis. RESULTS: 98 participants were included (106 eligible, 8 excluded as no measurable branch angles); 68 were positive for Fusarium spp, 30 for Aspergillus spp. Mean branch angle for Fusarium spp was 59.7° (95% CI 57.7° to 61.8°), and for Aspergillus spp was 63.3° (95% CI 60.8° to 65.8°), p=0.07. No adventitious sporulation was detected in Fusarium spp ulcers. Dichotomous branching was detected in 11 ulcers (7 Aspergillus spp, 4 Fusarium spp). CONCLUSIONS: There was very little difference in the branching angle of Fusarium and Aspergillus spp. Adventitious sporulation was not detected and dichotomous branching was infrequently seen. Although IVCM remains a valuable tool to detect fungal filaments in fungal keratitis, it cannot be used to distinguish Fusarium from Aspergillus spp and culture remains essential to determine fungal species.
Asunto(s)
Aspergilosis/diagnóstico por imagen , Infecciones Fúngicas del Ojo/diagnóstico por imagen , Queratitis/diagnóstico por imagen , Adulto , Anciano , Aspergillus/aislamiento & purificación , Úlcera de la Córnea/diagnóstico por imagen , Úlcera de la Córnea/microbiología , Femenino , Fusarium/aislamiento & purificación , Humanos , Queratitis/microbiología , Masculino , Microscopía Confocal , Persona de Mediana Edad , Adulto JovenRESUMEN
PURPOSE: Management of severe and refractory Mooren's ulcers is challenging as it encompasses tectonic surgical treatment and aggressive immunosuppressive therapies. Efficacy of rituximab in the management of severe Mooren's ulcers has never been reported. METHODS: Five patients (six eyes) from the Cornea and External Disorders department at the Rothschild Ophthalmologic Foundation (Paris, France) were treated for severe Mooren's ulcer unresponsive to conventional treatments between 2008 and 2016. Conventional treatment included topical steroid and ciclosporin 2%, high doses of systemic corticosteroids and/or cyclophosphamide and conjunctival resection with amniotic membrane graft. These patients received two infusions of 1000â mg of rituximab at 2â weeks interval. Epithelial healing, inflammation, additional surgery, systemic corticosteroids and rituximab-related side effects were reported. RESULTS: The mean follow-up was 46.8â months. Following rituximab treatment, we observed a complete healing of Mooren's ulcer within 2â weeks in all patients. Peripheral lamellar keratoplasty was associated when peripheral corneal perforation occurred (5/6 affected corneas). Systemic corticosteroids had been discontinued in all patients. Two recurrences occurred 13 and 53â months after the first rituximab infusion and where successfully treated with a new infusion. No rituximab-related adverse events were reported. CONCLUSIONS: Rituximab was effective in the management of severe Mooren's ulcers and could be an alternative to cyclophosphamide. Additional studies should assess the role of this biotherapy in the management of immunological corneal ulcer.