Validation of an autonomous artificial intelligence-based diagnostic system for holistic maculopathy screening in a routine occupational health checkup context.

PURPOSE: This study aims to evaluate the ability of an autonomous artificial intelligence (AI) system for detection of the most common central retinal pathologies in fundus photography. METHODS: Retrospective diagnostic test evaluation on a raw dataset of 5918 images (2839 individuals) evaluated with non-mydriatic cameras during routine occupational health checkups. Three camera models were employed: Optomed Aurora (field of view - FOV 50º, 88% of the dataset), ZEISS VISUSCOUT 100 (FOV 40º, 9%), and Optomed SmartScope M5 (FOV 40º, 3%). Image acquisition took 2 min per patient. Ground truth for each image of the dataset was determined by 2 masked retina specialists, and disagreements were resolved by a 3rd retina specialist. The specific pathologies considered for evaluation were "diabetic retinopathy" (DR), "Age-related macular degeneration" (AMD), "glaucomatous optic neuropathy" (GON), and "Nevus." Images with maculopathy signs that did not match the described taxonomy were classified as "Other." RESULTS: The combination of algorithms to detect any abnormalities had an area under the curve (AUC) of 0.963 with a sensitivity of 92.9% and a specificity of 86.8%. The algorithms individually obtained are as follows: AMD AUC 0.980 (sensitivity 93.8%; specificity 95.7%), DR AUC 0.950 (sensitivity 81.1%; specificity 94.8%), GON AUC 0.889 (sensitivity 53.6% specificity 95.7%), Nevus AUC 0.931 (sensitivity 86.7%; specificity 90.7%). CONCLUSION: Our holistic AI approach reaches high diagnostic accuracy at simultaneous detection of DR, AMD, and Nevus. The integration of pathology-specific algorithms permits higher sensitivities with minimal impact on its specificity. It also reduces the risk of missing incidental findings. Deep learning may facilitate wider screenings of eye diseases.

Quality and Feasibility of Automated Digital Retinal Imaging in the Emergency Department.

BACKGROUND: Emergency physicians (EPs) frequently evaluate patients at risk for sight-threatening conditions but may have difficulty performing direct ophthalmoscopy effectively. Digital fundus photography offers a potential alternative. OBJECTIVE: We sought to assess the performance of an automated digital retinal imaging platform in a real-world emergency department. METHODS: We performed a prospective, observational study of emergency department patients who were at risk for acute, nontraumatic, posterior segment pathology. Photographs were obtained using an automated digital retinal camera and were subsequently reviewed by an ophthalmologist. We recorded the number of attempts required, total time required, patient comfort, and findings on EP-performed direct ophthalmoscopy, if performed. RESULTS: Of 123 participants completing the study, 93 (75.6%) had ≥1 eye with a diagnostically useful image, while 29 (23.6%) had no photographs of diagnostic value. The mean number of attempts required to obtain images was 1.45 (range 1-3) and the mean elapsed time required to complete photography was 109.6 s. The mean patient comfort score was 4.6 on a 5-point scale, where 5 was the most comfortable. Direct ophthalmoscopy was performed by an emergency department provider for 19 (15.4%) patients. Acute findings were noted in 14 patients during expert review of fundus photographs, though in only 2 of these cases was direct ophthalmoscopy performed by an EP with only 1 finding ultimately identified correctly. CONCLUSIONS: Automated digital imaging of the ocular fundus is rapidly performed, is well tolerated by patients, and can be used to obtain diagnostic quality images without the use of pharmacologic pupillary dilation in most emergency department patients who are at risk for acute posterior segment pathology.

[Reliability of retinography for the detection of hypertensive retinopathy in Primary Care]. / Fiabilidad de la retinografía para la detección de retinopatía hipertensiva en Atención Primaria.

OBJECTIVE: High blood pressure is one of the most prevalent diseases in general adult population. Its importance lies in the complications it causes in target organs such as kidney, heart, brain and eye. The aim of this work is to evaluate the agreement in the evaluation and interpretation of retinographies of hypertensive patients by family doctors and ophthalmologists. MATERIAL AND METHODS: This is a multicentric cross-sectional study in which 976 hypertensive patients from 50 to 70 years old were involved. They were participants of the «Investigating Silent Strokes in Hypertensives: a Magnetic Resonance Imaging Study¼ (ISSYS project) carried out in primary care centers of Barcelona and who agreed to undergo retinography. Six family physicians and 2 ophthalmologists evaluated the presence of retinal lesions through the Keith-Wagener-Barker criteria. RESULTS: The inter/intra-observer Kappa concordance of the evaluations was analyzed. The evaluation of the retinographies under the usual conditions of clinical practice obtained a high subjective component with slight and fair intra-observer concordance values in the Keith-Wagener-Barker criteria. Only the assessment of the microaneurysms showed a moderate concordance and the ratio artery/vein was the worst concordant. CONCLUSIONS: The evaluation of the retinographies in habitual conditions of clinical practice has a high subjective component that is reflected in slight and fair inter-intraobserver concordance values. The use of objective reading systems in the assessment of retinography in hypertensive patients would be useful.

Microvascular retinal abnormalities in acute intracerebral haemorrhage and lacunar infarction.

BACKGROUND: Retinal microvascular changes have been previously associated with cerebral MRI markers of small vessel disease (SVD). Whether retinal changes differ between patient with intracerebral haemorrhage (ICH) and patients with lacunar infarction (LI) caused by small vessel disease has been poorly investigated. OBJECTIVE: The study aims to compare the frequency of retinal changes between patients with LI and patients with ICH at the acute stage of stroke-related SVD. METHODS: Microvascular wall signs (arteriolar occlusion, arteriovenous nicking, focal arterial narrowing) and retinopathy lesions (microanevrysms, cotton wool spots, retinal haemorrhages, hard exudates) were assessed by retinography up to three months after stroke onset. RESULTS: Forty-eight non-diabetic patients with acute stroke-related to SVD (26 LI, 22 ICH) were recruited prospectively in the study. Retinal wall signs (arteriovenous nicking, and focal arterial narrowing) were found in more than three quarters of subjects and most often bilaterally in both groups. Retinopathy lesions (cotton wool spots, retinal haemorrhages) were found more frequently in ICH patients than in LI patients (22.2% vs. 15.4%, 50% vs. 34% respectively, P>0.005). The frequency of bilateral cotton wool spots and of bilateral retinal haemorrhages was significantly higher in ICH patients than in LI patients (12.5% vs. 0%, P=0.012, 41.2% vs. 7.7%, P=0.029 respectively). CONCLUSION: These results confirm the high frequency of microvascular alterations in patients with hypertension-related SVD leading to LI or ICH and suggest that retinal tissue alterations are more frequent in ICH than in LI. Further investigations are needed to investigate the mechanisms underlying this difference.

Automated Optic Nerve Head Hemoglobin Measurements versus General Ophthalmologists Evaluation to Differentiate Glaucomatous from Large Physiological Cupping: A Diagnostic Performance Comparative Study.

Purpose: The aim of this study is to compare the diagnostic performance in differentiating patients with glaucoma from those with presumed large physiological optic disc cupping (LPC), using optic nerve head hemoglobin levels (ONH Hb), as a screening method, versus the evaluation of general ophthalmologists. Patients and Methods: Twenty general ophthalmologists evaluated PowerPoint images of 40 patients with glaucoma and 40 presenting LPC. Presentation of patient's exams were distributed as follows: Group 1 (GI): color retinography (CR), Group 2 (GII): CR + visual field (VF), Group 3 (GIII): CR + optical coherence tomography (OCT), Group 4 (GIV): CR + VF + OCT. The Laguna ONhE software was used to estimate ONH Hb based on CR. Main outcomes were the comparison of sensitivity and accuracy between general ophthalmologists' evaluation and the glaucoma discriminant function (GDF) index from Laguna ONhE and also the agreement between examiners (Kappa statistics). Results: Laguna ONhE GDF index demonstrated higher sensitivity values (GI- 90%; GII-90%; GIII-100%; GIV-100%) comparing to all groups (GI-59%; GII-86.5%; GIII-86.5%; GIV-68.5%). In GI, in which it was observed the worst accuracy result (64.8%), we found 75% for GDF. In GII, the accuracy was 81.3% and we found 55% for GDF. The highest agreement was in GII (Kappa=0.63; 95% CI=0.53-0.72), and the lowest in GI (Kappa=0.30; 95% CI=0.20-0.39). Conclusion: Laguna ONhE software, a low-cost and non-invasive method, showed good sensitivity and great utility as a screening method in differentiating patients with glaucoma from those with LPC, compared with evaluation of general ophthalmologists.

Portable color retinography findings in COVID-19 patients admitted to the ward.

Retinal lesions, including cotton-wool exudates, microbleeds, vascular occlusions and vasculitis, occur in a minority of Coronavirus Disease-19 (COVID-19) patients. Retinal assessments using retinography can help document these lesions. The objective of this work was to identify retinal changes in patients admitted to the ward with a positive Real Time Quantitative Polymerase Chain Reaction (RT-qPCR) exam for COVID-19. A cross-sectional, observational study was carried out of patients with mild and moderate symptoms admitted to the Hospital de Base in São José do Rio Preto. The Eyer® portable retinal camera (Phelcom® Technologies) was used to evaluate 30 male and 21 female patients. The ages ranged from 21 to 83 years (mean: 47 years). Systemic arterial hypertension was identified in 21 (41.2 %) and diabetes mellitus in 12 (23.5 %) patients. Six (11.7 %) reported worsening visual acuity, however, none of these patients had ocular findings to justify this complaint. Ten patients (19.6 %) had intraretinal hemorrhages; one (1.9 %) had cotton-wool exudates and seven (13.7 %) had dilations of veins. Thirteen patients (25.4 %) had vascular tortuosity and six (11.7 %) had pathological arteriovenous crossings. Portable retinography is useful to evaluate patients admitted to isolation wards due to COVID-19. It is important to remember that some of the patients investigated had comorbidities like diabetic maculopathy and systemic arterial hypertension. Hence, some care should be taken in attributing these observations uniquely to COVID-19 infection.

Retinal Vessel Local Tortuosity under a Macula-to-Optic Disc Central-Framing Change.

Some ocular and cardiovascular diseases can be detected through the increased tortuosity of retinal blood vessels. Objective tortuosity measures can be obtained from digital image analysis of a retinography. This study tested a set of local tortuosity indices under a change in the frame center (macula, optic disc) of the eye fundus image. We illustrate the effects of such a change on 40 pairs of vessels evaluated with eight tortuosity indices. We show that the frame center change caused significant differences in the mean values of the vast majority of the tortuosity indices analyzed. The index defined as the ratio of the curvature to the arc length of a vessel segment proved to be the most robust in relation to a frame center change. Experimental results obtained from the analysis of clinical images are provided and discussed.

Retinal age as a predictive biomarker of the diabetic retinopathy grade.

OBJECTIVE: To apply artificial intelligence (AI) techniques, through deep learning algorithms, for the development and optimization of a system for predicting the age of a person based on a color retinography and to study a possible relationship between the evolution of retinopathy diabetes and premature ageing of the retina. METHODS: A convolutional network was trained to calculate the age of a person based on a retinography. Said training was carried out on a set of retinographies of patients with diabetes previously divided into three subsets (training, validation and test). The difference between the chronological age of the patient and the biological age of the retina was defined as the retinal age gap. RESULTS: A set of 98,400 images was used for the training phase, 1000 images for the validation phase and 13,544 for the test phase. The retinal gap of the patients without DR was 0.609 years and that of the patients with DR was 1905 years (p < 0.001), with the distribution by degree of DR being: mild DR: 1541 years, moderate DR: 3017 years, DR severe: 3117 years and proliferative DR: 8583 years. CONCLUSIONS: The retinal age gap shows a positive mean difference between diabetics with DR versus those without DR, and it increases progressively, according to the degree of DR. These results could indicate the existence of a relationship between the evolution of the disease and premature ageing of the retina.

A Radiomic-Based Machine Learning System to Diagnose Age-Related Macular Degeneration from Ultra-Widefield Fundus Retinography.

The present study was conducted to investigate the potential of radiomics to develop an explainable AI-based system to be applied to ultra-widefield fundus retinographies (UWF-FRTs) with the objective of predicting the presence of the early signs of Age-related Macular Degeneration (AMD) and stratifying subjects with low- versus high-risk of AMD. The ultimate aim was to provide clinicians with an automatic classifier and a signature of objective quantitative image biomarkers of AMD. The use of Machine Learning (ML) and radiomics was based on intensity and texture analysis in the macular region, detected by a Deep Learning (DL)-based macular detector. Two-hundred and twenty six UWF-FRTs were retrospectively collected from two centres and manually annotated to train and test the algorithms. Notably, the combination of the ML-based radiomics model and the DL-based macular detector reported 93% sensitivity and 74% specificity when applied to the data of the centre used for external testing, capturing explainable features associated with drusen or pigmentary abnormalities. In comparison to the human operator's annotations, the system yielded a 0.79 Cohen κ, demonstrating substantial concordance. To our knowledge, these results are the first provided by a radiomic approach for AMD supporting the suitability of an explainable feature extraction method combined with ML for UWF-FRT.

Functional Optical Coherence Tomography for Intrinsic Signal Optoretinography: Recent Developments and Deployment Challenges.

Intrinsic optical signal (IOS) imaging of the retina, also termed as optoretinogram or optoretinography (ORG), promises a non-invasive method for the objective assessment of retinal function. By providing the unparalleled capability to differentiate individual retinal layers, functional optical coherence tomography (OCT) has been actively investigated for intrinsic signal ORG measurements. However, clinical deployment of functional OCT for quantitative ORG is still challenging due to the lack of a standardized imaging protocol and the complication of IOS sources and mechanisms. This article aims to summarize recent developments of functional OCT for ORG measurement, OCT intensity- and phase-based IOS processing. Technical challenges and perspectives of quantitative IOS analysis and ORG interpretations are discussed.

Assessing the Utility and Patient Satisfaction of Virtual Retina Clinics During COVID-19 Pandemic.

PURPOSE: To explore whether the virtual retina clinic (VRC) has been a useful and safe platform for monitoring retinal diseases during the COVID-19 pandemic and assessing patient satisfaction. METHODS: A prospective observational study was conducted for patients with stable retinal diseases in Donostia University Hospital's Ophthalmology Service during the pandemic. All patients were assessed in the VRC with optical coherence tomography of the macula and widefield retinography, plus visual field tests in hydroxychloroquine retinopathy screenings. The VRC´s effectiveness was evaluated with repeat blind assessments and patient satisfaction with an adapted SERVQUAL scale. RESULTS: The most common diseases were diabetic retinopathy (30.3%) and age-related macular degeneration (21.8%). Most patients (74%) were eligible to continue in the VRC, 19.3% were referred to face-to-face (F2F) appointments and 6.6% were discharged. Patients underwent repeat blind assessments in F2F appointments to monitor VRC performance in 23.7% of the cases. The sensitivity to detect disease progression was 100%. The specificity was 80.1%. The VRC took half the time. The patient overall satisfaction rating was 9.8/10. CONCLUSION: The VRC, as an additional platform, supports F2F appointments. Almost three-quarters of patients could continue being safely seen in the VRC. The virtual approach decreases SARS-CoV-2 exposure. Patient satisfaction is very good. TRANSLATIONAL RELEVANCE: The VRC enables us to attend patients safely with decreased SARS-CoV-2 exposure.

Neurocognitive Profile of the Post-COVID Condition in Adults in Catalonia-A Mixed Method Prospective Cohort and Nested Case-Control Study: Study Protocol.

The diagnosis of the post-COVID condition is usually achieved by excluding other diseases; however, cognitive changes are often found in the post-COVID disorder. Therefore, monitoring and treating the recovery from the post-COVID condition is necessary to establish biomarkers to guide the diagnosis of symptoms, including cognitive impairment. Our study employs a prospected cohort and nested case-control design with mixed methods, including statistical analyses, interviews, and focus groups. Our main aim is to identify biomarkers (functional and structural neural changes, inflammatory and immune status, vascular and vestibular signs and symptoms) easily applied in primary care to detect cognitive changes in post-COVID cases. The results will open up a new line of research to inform diagnostic and therapeutic decisions with special considerations for cognitive impairment in the post-COVID condition.

Diagnostic Accuracy and Detection Rate of Glaucoma Screening with Optic Disk Photos, Optical Coherence Tomography Images, and Telemedicine.

PURPOSE: The aim of this study was to evaluate the diagnostic accuracy of optical coherence tomography (OCT) and retinography in the detection of glaucoma through a telemedicine program. METHODS: A population-based sample of 4113 persons was randomly selected. The screening examination included a fundus photograph and OCT images. Images were evaluated on a deferred basis. All participants were then invited to a complete glaucoma examination, including gonioscopy, visual field, and dilated fundus examination. The detection rate, sensitivity, specificity, and positive and negative predictive values were calculated. RESULTS: We screened 1006 persons. Of these, 201 (19.9%) were classified as glaucoma suspects; 20.4% were identified only by retinographs, 11.9% only by OCT images, and 46.3% by both. On ophthalmic examination at the hospital (n = 481), confirmed glaucoma was found in 58 (12.1%), probable glaucoma in 76 (15.8%), and ocular hypertension in 10 (2.1%), and no evidence of glaucoma was found in 337 (70.0%). The detection rate for confirmed or probable glaucoma was 9.2%. Sensitivity ranged from 69.4% to 86.2% and specificity from 82.1% to 97.4%, depending on the definition applied. CONCLUSIONS: The combination of OCT images and fundus photographs yielded a detection rate of 9.2% in a population-based screening program with moderate sensitivity, high specificity, and predictive values of 84-96%.

Effects of Intravitreal Aflibercept on Retinal Function and Improvement of Macular Edema Associated With Diabetic Retinopathy.

Purpose: To determine the effectiveness of intravitreal aflibercept (IVA) on the retinal function in eyes with diabetic macular edema (DME). Methods: Twenty-five eyes of 25 patients with DME were treated with three consecutive monthly IVA injections. The retinal sensitivities (RS) within the central 10° were determined by microperimetry (MP). The central subfield macular thickness (CMT) was determined by optical coherence tomography, and the implicit times (IT) and amplitudes (Amp) of the flicker electroretinograms (ERGs) were determined from the ERGs elicited and recorded by the RETeval. The number of microaneurysms (MAs) was counted in the fundus photographs. The assessments were made before the IVA injections (pre-IVA) and one week after the IVA injections (post-IVA). The correlations between the reduction ratio of the MA numbers/CMT and RS/IT/Amp were evaluated. Results: The mean RS improved from 19.9 ± 5.9 dB to 22.0 ± 5.8dB, the CMT decreased from 485.7 ± 90.6 µm to 376.9 ± 81.6 µm, and the number of MAs decreased from 49.6 ± 33.2 to 24.8 ± 18.1 after the IVA injection (all P < 0.01). The changes in the IT from 31.3 ± 3.3 ms to 31.5 ± 3.1 ms and the Amp from 12.2 ± 5.5 µV to 11.3 ± 6.1µV post-IVA were not significant. A significant correlation was found between the relative changes in the CMT and RS (r = -0.43; P = 0.02), the MAs and RS (r = -0.38; P = 0.03). No significant correlation was observed between the relative changes of the number of MAs/CMT and IT/Amp. Conclusions: IVA can improve both central retinal function and anatomical conformation. Translational Relevance: A new aspect of aflibercept will be useful for DME treatment.

Non-Mydriatic Fundus Retinography in Screening for Diabetic Retinopathy: Agreement Between Family Physicians, General Ophthalmologists, and a Retinal Specialist.

PURPOSE: To determine the level of agreement between trained family physicians (FPs), general ophthalmologists (GOs), and a retinal specialist (RS) in the assessment of non-mydriatic fundus retinography in screening for diabetic retinopathy (DR) in the primary health-care setting. METHODS: 200 Diabetic patients were submitted to two-field non-mydriatic digital fundus camera. The images were examined by four trained FPs, two GOs, and one RS with regard to the diagnosis and severity of DR and the diagnosis of macular edema. The RS served as gold standard. Reliability and accuracy were determined with the kappa test and diagnostic measures. RESULTS: A total of 397 eyes of 200 patients were included. The mean age was 55.1 (±11.7) years, and 182 (91%) had type 2 diabetes. The mean levels of serum glucose and glycosylated hemoglobin A1c were 195.6 (±87.3) mg/dL and 8.9% (±2.1), respectively. DR was diagnosed in 166 eyes by the RS and in 114 and 182 eyes by GO1 and GO2, respectively. For severity, DR was graded as proliferative in 8 eyes by the RS vs. 15 and 9 eyes by GO1 and GO2, respectively. The agreement between the RS and the GOs was substantial for both DR diagnosis (GO1k = 0.65; GO2k = 0.74) and severity (GO1k = 0.60; GO2k = 0.71), and fair or moderate for macular edema (GO1k = 0.27; GO2k = 0.43). FP1, FP2, FP3, and FP4 diagnosed DR in 108, 119, 163, and 117 eyes, respectively. The agreement between the RS and the FPs with regard to DR diagnosis was substantial (FP2k = 0.69; FP3k = 0.73; FP4k = 0.71) or moderate (FP1k = 0.56). As for DR severity, the agreement between the FPs and the RS was substantial (FP2k = 0.66; FP3k = 069; FP4k = 0.64) or moderate (FP1k = 0.51). Agreement between the FPs and the RS with regard to macular edema was fair (FP1k = 0.33; FP2k = 0.39; FP3k = 0.37) or moderate (FP4k = 0.51). CONCLUSION: Non-mydriatic fundus retinography was shown to be useful in DR screening in the primary health-care setting. FPs made assessments with good levels of agreement with an RS. Non-mydriatic fundus retinography associated with appropriate general physicians training is essential for the DR screening.

Retinopatia hipertensiva - relação com o tempo de diagnóstico da hipertensão arterial sistêmica / Hypertensive retinopathy - relation with time of diagnosis of hypertension / Retinopatía hipertensiva - relación con el tiempo de diagnóstico de hipertensión arterial sistémica

Introdução: Hipertensão arterial sistêmica é uma condição em que a pressão do sangue contra as paredes das artérias é muito elevada. O olho, diretamente envolvido no aumento da resistência vascular periférica, é orgão-alvo quando a retinopatia hipertensiva se faz presente. O controle da hipertensão arterial sistêmica desempenha papel fundamental na evolução da retinopatia hipertensiva, considerando o tempo de duração e a idade dos pacientes. Fundoscopia é o exame mais importante para visualizar esses pequenos vasos, sendo possível detectar alterações e classificar a hipertensão arterial sistêmica para uma melhor conduta terapêutica. As alterações vasculares retinianas visualizadas no fundo do olho são classificadas na hipertensão arterial sistêmica em arterioescleróticas e hipertensivas. Objetivo: Identificar os principais fatores relacionados à retinopatia hipertensiva e a relação com o tempo de diagnóstico de hipertensão arterial sistêmica. Método: Estudo transversal, observacional e descritivo. Fundoscopia e Retinografia foram realizados em pacientes do ambulatório de oftalmologia de um hospital-escola no interior paulista, com diagnóstico de hipertensão arterial sistêmica, para avaliar o grau de comprometimento vascular retiniano. Resultados: Foram examinados 236 olhos de 118 pacientes, a maioria do sexo feminino (58,5%), com idade média de 61 anos. Questionados sobre o controle da sua hipertensão arterial sistêmica, as respostas obtidas foram: 48 pacientes (40,7%) souberam responder que sua pressão era controlada com medicação; 60 (50,9%) afirmaram descontrole da pressão sistêmica e 10 (8,4%) não souberam responder. Dos 103 pacientes (88%) que apresentaram alterações na Fundoscopia, 70% apresentaram alterações relacionadas a arteriosclerose e 76 (64%) relacionados à retinopatia hipertensiva. Dos pacientes com arteriosclerose, 74,7% apresentaram alteração no cruzamento arteriovenoso, enquanto os pacientes com retinopatia hipertensiva 51,3% apresentaram vasoconstrição arteriolar espástica. A abordagem terapêutica da HAS é baseada na tentativa de controle dos valores pressóricos e a adesão ao tratamento é um fator fundamental para o manejo de condições e a prevenção de complicações decorrentes delas. Conclusão: Os fatores diagnósticos relacionados à retinopatia hipertensiva foram: o tempo diagnóstico, as alterações vasculares de arterioloesclerose e o descontrole pressórico. As alterações na retinografia servem para auxiliar na gravidade de hipertensão arterial sistêmica bem como alertar e estimular à ter um melhor controle de PA. O envolvimento de toda a equipe de saúde também é necessário para uma visão multidisciplinar do problema, já que a adesão ao tratamento é importante no controle da hipertensão arterial sistêmica

Introduction: Systemic arterial hypertension is a condition in which blood pressure against the walls of the arteries is very high. The eye, directly involved in increasing peripheral vascular resistance, is the target organ when hypertensive retinopathy is present. The control of systemic arterial hypertension plays a fundamental role in the evolution of hypertensive retinopathy, considering the duration and age of the patients. Fundoscopy is the most important exam to visualize these small vessels, making it possible to detect changes and classify systemic arterial hypertension for better therapeutic management. Retinal vascular changes seen in the fundus of the eye are classified in systemic arterial hypertension into arteriosclerotic and hypertensive. Objective: To identify the main factors related to hypertensive retinopathy and the relationship with the time of diagnosis of systemic arterial hypertension. Method: Cross-sectional, observational and descriptive study. Fundoscopy and retinography were performed on patients at the ophthalmology outpatient clinic of a teaching hospital in the interior of São Paulo, diagnosed with systemic arterial hypertension, to assess the degree of retinal vascular compromise. Results: 236 eyes of 118 patients were examined, the majority of them female (58.5%), with a mean age of 61 years. When asked about the control of their systemic arterial hypertension, the answers obtained were: 48 patients (40.7%) were able to answer that their pressure was controlled with medication; 60 (50.9%) stated that they had uncontrolled systemic pressure and 10 (8.4%) were unable to answer. Of the 103 patients (88%) who presented changes on Fundoscopy, 70% presented changes related to arteriosclerosis and 76 (64%) related to hypertensive retinopathy. Of the patients with arteriosclerosis, 74.7% presented changes in arteriovenous crossing, while 51.3% of patients with hypertensive retinopathy presented spastic arteriolar vasoconstriction. The therapeutic approach to SAH is based on trying to control blood pressure values and adherence to treatment is a fundamental factor in managing conditions and preventing complications resulting from them. Conclusion: The diagnostic factors related to hypertensive retinopathy were: time of diagnosis, vascular alterations of arteriolosclerosis and lack of blood pressure control. Changes in retinography serve to help with the severity of systemic arterial hypertension as well as alert and encourage better BP control. The involvement of the entire healthcare team is also necessary for a multidisciplinary view of the problem, as adherence to treatment is important in controlling systemic arterial hypertension

Introducción: La hipertensión arterial sistémica es una condición en la que la presión arterial contra las paredes de las arterias es muy alta. El ojo, directamente implicado en el aumento de la resistencia vascular periférica, es el órgano diana cuando hay retinopatía hipertensiva. El control de la hipertensión arterial sistémica juega un papel fundamental en la evolución de la retinopatía hipertensiva, considerando la duración y edad de los pacientes. La fundoscopia es el examen más importante para visualizar estos pequeños vasos, permitiendo detectar cambios y clasificar la hipertensión arterial sistémica para un mejor manejo terapéutico. Los cambios vasculares retinianos observados en el fondo del ojo se clasifican en la hipertensión arterial sistémica en arteriosclerótica e hipertensiva. Objetivo: Identificar los principales factores relacionados con la retinopatía hipertensiva y la relación con el momento del diagnóstico de la hipertensión arterial sistémica. Método: Estudio transversal, observacional y descriptivo. Se realizaron fundoscopia y retinografía a pacientes del ambulatorio de oftalmología de un hospital universitario del interior de São Paulo, diagnosticados con hipertensión arterial sistémica, para evaluar el grado de compromiso vascular retiniano. Resultados: Se examinaron 236 ojos de 118 pacientes, la mayoría del sexo femenino (58,5%), con una edad media de 61 años. Al preguntarles sobre el control de su hipertensión arterial sistémica, las respuestas obtenidas fueron: 48 pacientes (40,7%) pudieron responder que su presión estaba controlada con medicamentos; 60 (50,9%) afirmaron tener presión sistémica descontrolada y 10 (8,4%) no supieron responder. De los 103 pacientes (88%) que presentaron cambios en la fundoscopia, el 70% presentó cambios relacionados con arteriosclerosis y 76 (64%) relacionados con retinopatía hipertensiva. De los pacientes con arteriosclerosis, el 74,7% presentó cambios en el cruce arteriovenoso, mientras que el 51,3% de los pacientes con retinopatía hipertensiva presentaron vasoconstricción arteriolar espástica. El abordaje terapéutico de la HAS se basa en intentar controlar los valores de presión arterial y la adherencia al tratamiento es un factor fundamental para el manejo de las afecciones y la prevención de complicaciones derivadas de las mismas. Conclusión: Los factores diagnósticos relacionados con la retinopatía hipertensiva fueron: momento del diagnóstico, alteraciones vasculares de la arteriolosclerosis y falta de control de la presión arterial. Los cambios en la retinografía sirven para ayudar con la gravedad de la hipertensión arterial sistémica, así como para alertar y fomentar un mejor control de la PA. También es necesaria la implicación de todo el equipo sanitario para una visión multidisciplinar del problema, ya que la adherencia al tratamiento es importante en el control de la hipertensión arterial sistémica

Fractal evaluation in retinographies of individuals with different grades of diabetic retinopathy / Avaliação fractal de retinografias de indivíduos com diferentes graus de retinopatia diabética

ABSTRACT Purpose To evaluate the retinal blood vascular network of the retinographies of patients with different grades of diabetic retinopathy. Methods Ninety Retinographies (MESSIDOR database) were used, with different grades of diabetic retinopathy divided into 4 groups: no retinopathy (n=23), grade one (n=20), grade two (n=20) and grade three (n=27) diabetic retinopathy. The grades of diabetic retinopathy were classified according to the number of microaneurysms, number of hemorrhages and the presence of neovascularization. The images were skeletonized and quantified by fractal methods: dimension of box-counting (Dbc) and information (Dinf). Results The means of Dbc values of groups were around 1.25, without statistically significant difference in the dimension values between groups for whole retina. There was also no statistical difference in Dinf values between groups, whose means ranged between 1.294 ± 0.013 (group of grade 1) and 1.3 ± 0.017 (group of grade 3). The retinographies were divided into regions of equal areas. The fractal values of some retinal regions showed statistical differences, but these differences were not enough to show the sensitivity of fractal methods in identifying diabetic retinopathy. Conclusion The fractal methods were not able to identify the different grades of diabetic retinopathy in retinographies.

RESUMO Objetivo Avaliar a rede vascular sanguínea da retina a partir de retinografias de pacientes com diferentes graus de retinopatia diabética. Métodos Foram utilizadas 90 retinografias (banco de dados MESSIDOR), com diferentes graus de retinopatia diabética divididas em quatro grupos: sem retinopatia (n=23), retinopatia diabética de grau um (n=20), grau dois (n=20) e grau três (n=27). Os graus de retinopatia foram classificados conforme o número de microaneurismas, número de hemorragias e presença de neovascularização. As imagens foram esqueletizadas e quantificadas pelos métodos fractais: dimensão da contagem de caixas e informação. Resultados As médias dos valores das dimensões de contagem de caixas para todos os grupos foram próximas a 1,25, sem diferença estatisticamente significativa nos valores das dimensões entre os grupos para retina inteira. Também não houve diferença estatística nos valores da dimensão de informação entre os grupos, cujas médias variaram entre 1,294 ± 0,013 (grupo do grau 1) e 1,3 ± 0,017 (grupo do grau 3). As imagens retinianas foram divididas em regiões de áreas iguais. Os valores fractais de algumas regiões retinais mostraram diferenças estatísticas, mas estas não foram suficientes para mostrar a sensibilidade dos métodos fractais na identificação da retinopatia diabética. Conclusão Os métodos fractais não foram capazes de identificar os diferentes graus de retinopatia diabética em retinografias.

Glaucoma diagnostic capacity of optic nerve head haemoglobin measures compared with spectral domain OCT and HRT III confocal tomography.

PURPOSE: The computer program laguna onhe determines optic nerve head haemoglobin (ONH Hb) on retinal photographs based on detecting colour differences. This study compares the diagnostic capacity of Laguna ONhE with that of spectral domain optical coherence tomography (OCT) and confocal tomography (HRT III). METHODS: In a prospective, observational, cross-sectional study, glaucomatous (n = 66) and healthy (n = 52) eyes were examined by Spectralis OCT, HRT III and Laguna ONhE. The following Laguna ONhE variables were determined: ONH Hb across the vertical disc diameter (8&20 Hb), estimated cup-disc ratio (C/D) and the glaucoma discriminant function (GDF), which combines the slope of Hb amount with the mean in 8&20 Hb. The three diagnostic methods were compared by calculating areas under ROC curves (AUCs). Correlations between variables were assessed through Spearman's rho coefficient. RESULTS: Areas under ROC curves (AUCs) were 0.785 (95% CI: 0.700-0.863) for GDF, 0.807 (95% CI: 0.730-0.883) for OCT retinal nerve fibre layer thickness (OCT-RNFL) and 0.714 (95% CI: 0.618-0.810) and 0.721 (95% CI: 0.628-0.815) for the HRT III variable GPS (glaucoma probability score) and vertical C/D ratio, respectively. Glaucoma discriminant function (GDF) was correlated with OCT-RNFL (0.587, p 0.001; 0.507, p 0.045; and -0.119, p 0.713 for mild, moderate and advanced glaucoma, respectively), mostly so with inferior OCT-RNFL (0.622; p < 0.001). Glaucoma discriminant function (GDF)-HRT III correlations were lower (rim area 0.471, p < 0.0001; rim/disc area 0.426, p < 0.0001; vertical C/D -0.413, p < 0.0001; GPS -0.408, p < 0.0001; rim volume 0.341, p < 0.0001). CONCLUSION: Similar diagnostic power was observed for Laguna ONhE, Spectralis OCT and HRT III.

[Diabetic retinopathy screening programme in primary health care. Diagnostic concordance between family and eye care practitioners]. / Cribado de retinopatía diabética en atención primaria. Concordancia diagnóstica entre médicos de familia y oftalmólogos.

AIM: To evaluate the diagnostic concordance in retinography interpretation between primary care and eye care practitioners and assess the soundness index of a diabetic retinography screening programme during its implementation stage. MATERIAL AND METHODS: Descriptive, observational study was conducted on a sample of 243 patients with diabetes mellitus (type 1 and 2) over age 14, in 2 urban health care centers, gathered in an opportunistic manner between the dates of 21/07/2011 and 26/01/2012. A 45° digital bilateral retinography, intraocular pressure and visual acuity were obtained from each patient. The primary care practitioners prepared a report for each patient, which was telematically sent to the eye care doctor within the corresponding retinographies. A new diagnostic report was prepared then by the eye care doctor after revising the images. The lack of retinographies and/or reports were considered both as losses. The diagnostic concordance between the observers and the validity and reliability from the screening programme were estimated. RESULTS: The kappa value obtained was 0.62 (95% CI 0.42-0.82) and 0.89 PABAK. The following validity indexes were obtained: Sensitivity 68.8%, specificity 96.5%, positive and negative predictive values: 61.1 and 97.5%, respectively. A percentage of 57.2 of the patients were not observed any pathology requiring referral to a eye care doctor. CONCLUSIONS: The concordance value obtained varied between considerable and almost perfect, depending on the index used for the analysis (kappa/PABAK, respectively). It's worth highlighting that carrying out retinographies in the primary care centers enhances patient-treatment capacity of the primary care doctors and the patients accessibility to screening.

Semi-automatic measuring of arteriovenous relation as a possible silent brain infarction risk index in hypertensive patients. / Medición semiautomática de la relación arteriovenosa retiniana como posible marcador de riesgo de infarto cerebral silente en pacientes hipertensos.

OBJECTIVE: To evaluate the usefulness of a semiautomatic measuring system of arteriovenous relation (RAV) from retinographic images of hypertensive patients in assessing their cardiovascular risk and silent brain ischemia (ICS) detection. METHODS: Semi-automatic measurement of arterial and venous width were performed with the aid of Imedos software and conventional fundus examination from the analysis of retinal images belonging to the 976 patients integrated in the cohort Investigating Silent Strokes in Hypertensives: a magnetic resonance imaging study (ISSYS), group of hypertensive patients. All patients have been subjected to a cranial magnetic resonance imaging (RMN) to assess the presence or absence of brain silent infarct. RESULTS: Retinal images of 768 patients were studied. Among the clinical findings observed, association with ICS was only detected in patients with microaneurysms (OR 2.50; 95% CI: 1.05-5.98) or altered RAV (<0.666) (OR: 4.22; 95% CI: 2.56-6.96). In multivariate logistic regression analysis adjusted by age and sex, only altered RAV continued demonstrating as a risk factor (OR: 3.70; 95% CI: 2.21-6.18). CONCLUSIONS: The results show that the semiautomatic analysis of the retinal vasculature from retinal images has the potential to be considered as an important vascular risk factor in hypertensive population.