This document summarizes a report on the prevalence, incidence, and healthcare needs related to retinal diseases in Europe. Key points include:
- Age-related macular degeneration (AMD) currently affects around 34 million people in the European Union and is expected to increase by 25% by 2050 due to aging populations.
- Diabetic eye disease (DED) currently affects nearly 4 million people in the EU, and this number is also expected to rise significantly due to increased diabetes rates. Nearly 1 million people require treatment for severe DED.
- Over 1 million Europeans have retinal vein occlusions.
- Retinal diseases already cause most blindness and severe vision loss in Europe and these problems will increase dramatically if
This document discusses prevention of diabetes-related visual impairment and blindness. It notes that diabetes contributes to many eye diseases that can lead to vision loss or blindness, including cataract, glaucoma, and diabetic retinopathy (DR). DR is responsible for about 1% of global vision impairment and blindness. The document provides global and regional statistics on the prevalence of DR and projections for how these numbers will increase in the future given the rising rates of diabetes worldwide. It also discusses the economic burden of DR and strategies for prevention and management of DR through control and surveillance programs integrated into overall non-communicable disease control efforts.
IRJET - Classification of Retinopathy using Machine LearningIRJET Journal
This document discusses using machine learning algorithms to classify different types of retinopathy from retinal images. It begins with an abstract that outlines using feature extraction and the K-Nearest Neighbor algorithm to predict and classify disease in retinal images. The introduction then defines different types of retinopathy including diabetic retinopathy, hypertensive retinopathy, and retinopathy of prematurity. The literature review discusses research on retinal vascular development in premature infants, a classification system for retinopathy of prematurity, and automated detection of diabetic retinopathy from digital fundus images.
This document discusses automatic detection of microaneurysms in digital fundus images using local region entropy (LRE). It proposes a computer-based system for automatically detecting diabetic retinopathy in fundus images using an SVM classifier. The system achieves 95.38% accuracy, 94% sensitivity, and 94.7% specificity when tested on the DIARETDB1 dataset containing 89 images. Diabetic retinopathy occurs when high blood sugar damages the blood vessels in the retina and can lead to vision loss or blindness if left untreated. The proposed system would help reduce the workload of ophthalmologists by automatically analyzing fundus images to detect signs of the disease.
This document provides guidelines for screening, monitoring, classifying severity, and treating diabetic macular edema (DME). It recommends annual screening of diabetic patients aged 15+ for retinopathy and treating any sight-threatening cases found. For DME treatment, it discusses traditional laser photocoagulation as well as newer options like intravitreal corticosteroids and anti-VEGF drugs. Intravitreal injections of anti-VEGF agents are considered first-line therapy for center-involving DME, with laser as an option for non-center cases or if thickening persists after anti-VEGF treatment. Strict control of modifiable risk factors like glycemia, blood pressure, and lipids can also help prevent
Germany has a high burden of disease due to diabetes. About 7.4 million adults in Germany have diabetes, which is 12% of the total population. This is projected to increase to 8 million adults by 2030. Diabetes is the 4th leading cause of death in Europe. Risk factors for diabetes in Germany include age, family history of diabetes, physical inactivity, overweight/obesity, and diet. Obesity rates are also high, with over 50% of adults overweight or obese. Diabetes increases the risk of cardiovascular diseases, kidney disease, lower limb amputation, blindness, and early death. It is estimated that diabetes costs the German healthcare system €43.2 billion annually.
IRJET- Detection of Diabetic Retinopathy using Convolutional Neural NetworkIRJET Journal
This document describes research using a convolutional neural network to detect diabetic retinopathy from fundus images. The researchers trained a CNN model on a dataset of over 35,000 fundus images to classify images into five stages of diabetic retinopathy severity. The CNN model extracts features from input fundus images and uses activation functions and optimization algorithms to output a classification. The classification along with patient details will generate a standardized report on diabetic retinopathy detection and diagnosis.
This document provides an overview of age-related macular degeneration (AMD), including its pathogenesis, clinical features, and treatment options. AMD causes progressive loss of central vision due to degeneration of the macula. The main risk factor is age, though smoking significantly increases risk. Two types are dry AMD, involving drusen and geographic atrophy, and wet AMD, characterized by choroidal neovascularization. While surgical removal of new blood vessels was investigated, anti-VEGF injections are now the standard treatment for wet AMD as they can prevent further vision loss in most cases.
This document discusses prevention of diabetes-related visual impairment and blindness. It notes that diabetes contributes to many eye diseases that can lead to vision loss or blindness, including cataract, glaucoma, and diabetic retinopathy (DR). DR is responsible for about 1% of global vision impairment and blindness. The document provides global and regional statistics on the prevalence of DR and projections for how these numbers will increase in the future given the rising rates of diabetes worldwide. It also discusses the economic burden of DR and strategies for prevention and management of DR through control and surveillance programs integrated into overall non-communicable disease control efforts.
IRJET - Classification of Retinopathy using Machine LearningIRJET Journal
This document discusses using machine learning algorithms to classify different types of retinopathy from retinal images. It begins with an abstract that outlines using feature extraction and the K-Nearest Neighbor algorithm to predict and classify disease in retinal images. The introduction then defines different types of retinopathy including diabetic retinopathy, hypertensive retinopathy, and retinopathy of prematurity. The literature review discusses research on retinal vascular development in premature infants, a classification system for retinopathy of prematurity, and automated detection of diabetic retinopathy from digital fundus images.
This document discusses automatic detection of microaneurysms in digital fundus images using local region entropy (LRE). It proposes a computer-based system for automatically detecting diabetic retinopathy in fundus images using an SVM classifier. The system achieves 95.38% accuracy, 94% sensitivity, and 94.7% specificity when tested on the DIARETDB1 dataset containing 89 images. Diabetic retinopathy occurs when high blood sugar damages the blood vessels in the retina and can lead to vision loss or blindness if left untreated. The proposed system would help reduce the workload of ophthalmologists by automatically analyzing fundus images to detect signs of the disease.
This document provides guidelines for screening, monitoring, classifying severity, and treating diabetic macular edema (DME). It recommends annual screening of diabetic patients aged 15+ for retinopathy and treating any sight-threatening cases found. For DME treatment, it discusses traditional laser photocoagulation as well as newer options like intravitreal corticosteroids and anti-VEGF drugs. Intravitreal injections of anti-VEGF agents are considered first-line therapy for center-involving DME, with laser as an option for non-center cases or if thickening persists after anti-VEGF treatment. Strict control of modifiable risk factors like glycemia, blood pressure, and lipids can also help prevent
Germany has a high burden of disease due to diabetes. About 7.4 million adults in Germany have diabetes, which is 12% of the total population. This is projected to increase to 8 million adults by 2030. Diabetes is the 4th leading cause of death in Europe. Risk factors for diabetes in Germany include age, family history of diabetes, physical inactivity, overweight/obesity, and diet. Obesity rates are also high, with over 50% of adults overweight or obese. Diabetes increases the risk of cardiovascular diseases, kidney disease, lower limb amputation, blindness, and early death. It is estimated that diabetes costs the German healthcare system €43.2 billion annually.
IRJET- Detection of Diabetic Retinopathy using Convolutional Neural NetworkIRJET Journal
This document describes research using a convolutional neural network to detect diabetic retinopathy from fundus images. The researchers trained a CNN model on a dataset of over 35,000 fundus images to classify images into five stages of diabetic retinopathy severity. The CNN model extracts features from input fundus images and uses activation functions and optimization algorithms to output a classification. The classification along with patient details will generate a standardized report on diabetic retinopathy detection and diagnosis.
This document provides an overview of age-related macular degeneration (AMD), including its pathogenesis, clinical features, and treatment options. AMD causes progressive loss of central vision due to degeneration of the macula. The main risk factor is age, though smoking significantly increases risk. Two types are dry AMD, involving drusen and geographic atrophy, and wet AMD, characterized by choroidal neovascularization. While surgical removal of new blood vessels was investigated, anti-VEGF injections are now the standard treatment for wet AMD as they can prevent further vision loss in most cases.
This document discusses how diabetes can potentially cause blindness through diabetic retinopathy and diabetic macular edema. It notes that diabetic retinopathy is one of the most common causes of vision loss in people with diabetes, affecting over 35% of patients. Left untreated, diabetic retinopathy and diabetic macular edema can lead to vision impairment and even blindness. The document provides an overview of diabetic eye diseases, their symptoms, risk factors, and treatment options to help manage and prevent vision loss.
This study examined the prevalence of vascular complications among patients with type 2 diabetes at Aden Abdulle Hospital in Somalia. A cross-sectional study was conducted with 69 patients. The majority were male, over age 60, and married. Most common complications were heart and leg issues. Over half did not have kidney disease, but 18% did, with 11 receiving dialysis 1-3 times per week. About a quarter reported numbness in their legs. The study provides insight into the burden of vascular complications of type 2 diabetes in Somalia.
Objective: Diabetic nephropathy is one of the most serious complications of diabetes mellitus. It develops in approximately one-third of diabetic patients, years after the onset of metabolic abnormalities.
Study Design: The biopsy specimens were evaluated with the focus on light microscopy. The aim of our study was to reveal differences in the details and the frequency of occurrence of individual histomorphological changes in diabetic nephropathy and other glomerulonephritides.
Results: Diabetic nephropathy accounted for 14 out of 82 analyzed biopsies. Isolated thickening of the glomerular basement membrane was not present in any case, but along with some degree of mesangial expansion, hypercellularity or glomerulosclerosis was seen in 12 out of 14 findings of diabetic nephropathy. In other glomerular diseases, mesangial changes, but without glomerular basement membrane thickening, were the most frequent findings. In addition to glomerular lesions, some of the tubular, interstitial, and vascular changes were seen in 13 out of 14 patients with diabetic nephropathy. In other glomerulonephritides the combination of all these changes was a rare finding.
Conclusion: There are cases where immunofluorescence and electron microscopy cannot be performed or their results are not helpful. In such cases we must rely on light microscopic histomorphological changes.
This document discusses ocular hypertension. It begins by defining ocular hypertension and noting that distinguishing it from early glaucoma can be difficult. It then discusses the epidemiology, risk factors, diagnosis, investigations, treatment, and the Ocular Hypertension Treatment Study (OHTS). The OHTS was a landmark study that showed topical ocular hypotensive medication can delay or prevent the onset of glaucoma in patients with ocular hypertension. It identified several risk factors for progression to glaucoma, including older age, higher eye pressure, larger optic discs, thinner corneas, and abnormal visual fields.
Autoimmune uveitis is a major cause of visual impairment worldwide. It can occur as an isolated inflammatory disorder of the eye (idiopathic) or be associated with systemic autoimmune diseases. Common causes include juvenile idiopathic arthritis, ankylosing spondylitis, Behcet's disease, and sarcoidosis. Treatment involves corticosteroids and immunosuppressants like methotrexate or biologics that target TNF-α or IL-6. Left untreated, autoimmune uveitis can lead to complications affecting the retina, optic nerve and other structures in the eye. Careful management is needed to prevent vision loss.
CARRE project presentation - November 2013
CARRE is an EU FP7-ICT funded project with the goal to provide innovative means for the management of comorbidities (multiple co-occurring medical conditions), especially in the case of chronic cardiac and renal disease patients or persons with increased risk of such conditions.
Presented in NIH's CME on 25 May 2023.
Recording is available on Podcast and YouTube at
https://www.podpage.com/clinical-updates-in-covid-19/use-of-artificial-intelligence-drmata-system-for-the-detection-and-intervention-of-diabetic-retinopathy/
https://www.youtube.com/live/pvhV_UBeBQA?feature=share
This document provides a scientific statement on the contemporary diagnosis and management of rheumatic heart disease from the American Heart Association. It finds that rheumatic heart disease continues to significantly burden poor and marginalized populations globally, with most affected patients presenting with heart failure in endemic regions. The statement examines current recommendations and identifies gaps in diagnosis and treatment worldwide in order to inform strategies for reducing disease burden. Echocardiography screening shows promise for earlier identification of patients when prophylaxis may be more effective, but further research is still needed. Population registries, benzathine penicillin injections, heart failure management, endocarditis prevention, and valve surgery/replacement are all discussed as important therapeutic approaches, but challenges remain, particularly in
Morphological Based Approach for Identification of Red Lesion in Diabetic Ret...Editor IJMTER
One of the common causes of visionloss and blindness in patients with diabetes is
Diabetic Retinopathy.The damage to the retina of human eye caused by the complication of
increase in blood glucose level consequently leading to blindness is termed as Diabetic retinopathy.
The longer the patient has diabetes the higher the chance of developing diabetic retinopathy [1].No
specific symptoms are seen in DR patients until the illness is at the final stage. Thus , prior detection
and timely treatment has to be ensured. Dark lesions such as Microaneurysms and Hemorrhages or
bright lesions like Exudates are the visible symotoms of Diabetic Retinopathy [3]. Microaneurysms
are reddish in color with a diameter less than 125 µm,which turn into hemorrhages at a later stage
[6]. Conventionally , An ophthalmologist visualizes the blood vessels of the patient’s brain using an
ophthalmoscope . This method is often time consuming and requires fluorescein angiograms for
precise diagnosis. Moreover , it also requires highly trained and skilled clinicians to perform the DR
severity grading technique. Tis paper presents a low cost retinal algorithm for detecting
microaneurysms and hemorrhages which will assist opthalmologists across the globe in timely
detection of diabetic retinopathy.
Diabetic Retinopathy Detection System from Retinal Imagesijtsrd
Diabetes Mellitus is a disorder in metabolism of carbohydrates, and due to lack of the pancreatic hormone insulin sugars in the body are not oxidized to produce energy. Diabetic Retinopathy is a disorder of the retina resulting in impairment or vision loss. Improper blood sugar control is the main cause of diabetic retinopathy. That is the reason why early detection of retinopathy is crucial to prevent vision loss. Appearance of exudates, microaneurysms and hemorrhages are the early indications. In this study, we propose an algorithm for detection and classification of diabetic retinopathy. The proposed algorithm is based on the combination of various image processing techniques, which includes Contrast Limited Adaptive Histogram Equalization, Green channelization, Filtering and Thresholding. The objective measurements such as homogeneity, entropy, contrast, energy, dissimilarity, asm, correlation, mean and standard deviation are computed from processed images. These measurements are finally fed to Support Vector Machine and k Nearest Neighbors classifiers for classification and their results were analysed and compared. Aditi Devanand Lotliker | Amit Patil "Diabetic Retinopathy Detection System from Retinal Images" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-2 , February 2021, URL: https://www.ijtsrd.com/papers/ijtsrd38353.pdf Paper Url: https://www.ijtsrd.com/engineering/computer-engineering/38353/diabetic-retinopathy-detection-system-from-retinal-images/aditi-devanand-lotliker
Use of digital retinal camera to detect prevalence and severity of diabetic ...Riyad Banayot
This study analyzed retinal images from 1891 diabetic Palestinian refugees screened by the Diabetic Retinopathy Screening Program in the Occupied Palestinian Territories over 12 months. 1694 patients had at least one gradable eye. The study found that 16% of patients had diabetic retinopathy. Of those, 72% had nonproliferative diabetic retinopathy and 10.7% had proliferative diabetic retinopathy. An additional 3% had macular edema without retinopathy. The screening program identified sight-threatening retinopathy in 13.3% of patients and led to referrals for early intervention.
Automatic detection Non-proliferative Diabetic Retinopathy using image proces...IJERA Editor
This document summarizes research on automatically detecting non-proliferative diabetic retinopathy using image processing techniques. It begins with background on diabetes and diabetic retinopathy. Diabetic retinopathy is classified into non-proliferative and proliferative stages. Non-proliferative diabetic retinopathy involves microaneurysms, hemorrhages, hard exudates, and soft exudates. The research aims to automatically detect the stages of diabetic retinopathy in retinal images in order to help prevent vision loss from the disease. It describes collecting retinal images, preprocessing them, and developing techniques to analyze the images and detect signs of non-proliferative diabetic retinopathy.
Automatic detection Non-proliferative Diabetic Retinopathy using image proces...IJERA Editor
Diabetes is a chronic disease that is reaching epidemic proportions worldwide. There are currently more than
190 million people with diabetes worldwide. The World Health Organization (WHO) estimates that this will rise
to 221 million by the year 2010, largely due to population growth, ageing, urbanization and a sedentary lifestyle.
Diabetes is currently the fourth main cause of death in most developed countries. In Singapore, the prevalence
of diabetes in our population is 8.2% according to the 2004 National Health Survey. This is expected to grow as
our population age.
Diabetic Retinopathy, if not well managed and controlled, can progress steadily to devastating
complications like blindness. At present, various analyses on complicated interaction between hereditary and
environmental factors are being undertaken regarding the onset of diabetes. The development of diabetic
complication has become a major concern regarding the prognosis of diabetic patients.
Diabetes Retinopathy is one of the most common diseases that people get affected by over the years. By doing
this paper, we hope to detect the stages of Diabetic Retinopathy as early as possible so as to prevent and cure
more Singaporeans from falling prey to this disease
Vision loss affects 285 million people worldwide and is caused by conditions like uncorrected refractive errors, cataracts, age-related macular degeneration, diabetic retinopathy, and eye cancer. The major global causes of vision impairment are uncorrected refractive errors, cataracts, and glaucoma which can often be treated, while the major causes of blindness are cataracts, glaucoma, and age-related macular degeneration. Left untreated, common age-related eye diseases like dry and wet macular degeneration, cataracts, and diabetic retinopathy can lead to profound vision loss or blindness.
Normal vision means attaining 20/20 on a routine eye exam ie, one can read 3/8-inch letters at 20 feet. Approximately 285 million people worldwide cannot pass this test without correcting their vision. Sight problems range from normal to moderate or severe visual impairment. Thirty-nine million people are blind and ~90% of visually impaired people live in low-income settings. This presentation digs into the details and current treatments. This information is for educational purposes only and all medical cases should be discussed with licensed healthcare providers.
Guidelines for the Management of Diabetic Macular Edema.pdfDamilsonSantos3
This document provides guidelines from the European Society of Retina Specialists (EURETINA) for the management of diabetic macular edema (DME). It discusses the clinical features and angiographic manifestations of DME and outlines recommendations for diagnostic testing and treatment. Key points include: laser photocoagulation is no longer recommended as first-line therapy for DME, anti-VEGF therapy has emerged as the primary treatment; steroids maintain a role for persistent DME; fluorescein angiography provides important information on lesion location and disease severity but may be supplemented by OCT angiography as the technology advances; optical coherence tomography is critical for diagnosis and monitoring response to treatment.
Diabetic retinopathy is a complication of diabetes that affects the small blood vessels in the retina. It is the leading cause of blindness in working age adults. Strict control of blood sugar and blood pressure can help prevent and slow the progression of diabetic retinopathy. Annual eye exams are important for early detection and treatment if needed to prevent vision loss. As diabetic retinopathy progresses, it is classified into mild, moderate, and severe non-proliferative stages and proliferative stage. Treatments include laser therapy and anti-VEGF injections to prevent further vision loss.
Reducing Uveitic Glaucoma: therapeutic judgement is the keyiosrphr_editor
Abstract: Background: Uveitic glaucoma (UG) due to disease and /or therapeutics is an important reason for reduced vision. Different therapeutic regimen employed in uveitis can alter the course of UG. Purpose: Evaluation of prevalence of UG with different commonly used therapy. Study design: Randomised prospective hospital based study Study Period: 2007-2012 Methods: Baseline IOP; Field and optic nerve head photographs were recorded. Three groups were randomised: 1.topical steroid 2.Systemic steroid +gr 1, 3.Topical synthetic steroids, cycloplegic and periorbital triamcinolone injection. Outcome measure: IOP more than 22 mm/4 mm increase from baseline is marker.
This document discusses age-related vision loss and its links to nutrition. It provides statistics on vision impairment and eye conditions like macular degeneration, diabetic retinopathy, and glaucoma in both the US and Kansas. It then discusses these conditions in more detail, including risk factors, treatments, and the role of nutrition. It promotes the Envision Vision Rehabilitation Center and its support groups and services.
This study compared the daytime efficacy and safety of two glaucoma medications: latanoprost 0.005%/timolol maleate 0.5% given once daily vs dorzolamide 2%/timolol maleate 0.5% given twice daily. In 33 patients, the mean daytime intraocular pressure was not statistically different between the two medications. Both medications were well tolerated, though latanoprost/timolol caused more conjunctival redness and dorzolamide/timolol caused more reports of bitter taste. This study suggests the two fixed-combination medications have similar efficacy in lowering intraocular pressure over the day.
Comparison of latanoprost, bimatoprost and travoprostAvaleks-Kiev
This study compared the 24-hour intraocular pressure (IOP) lowering effects of latanoprost, travoprost, and bimatoprost in 45 patients with exfoliation syndrome and ocular hypertension over 3 months. All 3 drugs significantly lowered IOP from baseline at all time points measured. At 1 week, travoprost lowered IOP more than latanoprost and bimatoprost. By 3 months, bimatoprost lowered IOP more than travoprost, while travoprost produced the lowest mean 24-hour IOP range, significantly lower than latanoprost and bimatoprost. The study suggests travoprost may provide better 24-hour I
This document discusses how diabetes can potentially cause blindness through diabetic retinopathy and diabetic macular edema. It notes that diabetic retinopathy is one of the most common causes of vision loss in people with diabetes, affecting over 35% of patients. Left untreated, diabetic retinopathy and diabetic macular edema can lead to vision impairment and even blindness. The document provides an overview of diabetic eye diseases, their symptoms, risk factors, and treatment options to help manage and prevent vision loss.
This study examined the prevalence of vascular complications among patients with type 2 diabetes at Aden Abdulle Hospital in Somalia. A cross-sectional study was conducted with 69 patients. The majority were male, over age 60, and married. Most common complications were heart and leg issues. Over half did not have kidney disease, but 18% did, with 11 receiving dialysis 1-3 times per week. About a quarter reported numbness in their legs. The study provides insight into the burden of vascular complications of type 2 diabetes in Somalia.
Objective: Diabetic nephropathy is one of the most serious complications of diabetes mellitus. It develops in approximately one-third of diabetic patients, years after the onset of metabolic abnormalities.
Study Design: The biopsy specimens were evaluated with the focus on light microscopy. The aim of our study was to reveal differences in the details and the frequency of occurrence of individual histomorphological changes in diabetic nephropathy and other glomerulonephritides.
Results: Diabetic nephropathy accounted for 14 out of 82 analyzed biopsies. Isolated thickening of the glomerular basement membrane was not present in any case, but along with some degree of mesangial expansion, hypercellularity or glomerulosclerosis was seen in 12 out of 14 findings of diabetic nephropathy. In other glomerular diseases, mesangial changes, but without glomerular basement membrane thickening, were the most frequent findings. In addition to glomerular lesions, some of the tubular, interstitial, and vascular changes were seen in 13 out of 14 patients with diabetic nephropathy. In other glomerulonephritides the combination of all these changes was a rare finding.
Conclusion: There are cases where immunofluorescence and electron microscopy cannot be performed or their results are not helpful. In such cases we must rely on light microscopic histomorphological changes.
This document discusses ocular hypertension. It begins by defining ocular hypertension and noting that distinguishing it from early glaucoma can be difficult. It then discusses the epidemiology, risk factors, diagnosis, investigations, treatment, and the Ocular Hypertension Treatment Study (OHTS). The OHTS was a landmark study that showed topical ocular hypotensive medication can delay or prevent the onset of glaucoma in patients with ocular hypertension. It identified several risk factors for progression to glaucoma, including older age, higher eye pressure, larger optic discs, thinner corneas, and abnormal visual fields.
Autoimmune uveitis is a major cause of visual impairment worldwide. It can occur as an isolated inflammatory disorder of the eye (idiopathic) or be associated with systemic autoimmune diseases. Common causes include juvenile idiopathic arthritis, ankylosing spondylitis, Behcet's disease, and sarcoidosis. Treatment involves corticosteroids and immunosuppressants like methotrexate or biologics that target TNF-α or IL-6. Left untreated, autoimmune uveitis can lead to complications affecting the retina, optic nerve and other structures in the eye. Careful management is needed to prevent vision loss.
CARRE project presentation - November 2013
CARRE is an EU FP7-ICT funded project with the goal to provide innovative means for the management of comorbidities (multiple co-occurring medical conditions), especially in the case of chronic cardiac and renal disease patients or persons with increased risk of such conditions.
Presented in NIH's CME on 25 May 2023.
Recording is available on Podcast and YouTube at
https://www.podpage.com/clinical-updates-in-covid-19/use-of-artificial-intelligence-drmata-system-for-the-detection-and-intervention-of-diabetic-retinopathy/
https://www.youtube.com/live/pvhV_UBeBQA?feature=share
This document provides a scientific statement on the contemporary diagnosis and management of rheumatic heart disease from the American Heart Association. It finds that rheumatic heart disease continues to significantly burden poor and marginalized populations globally, with most affected patients presenting with heart failure in endemic regions. The statement examines current recommendations and identifies gaps in diagnosis and treatment worldwide in order to inform strategies for reducing disease burden. Echocardiography screening shows promise for earlier identification of patients when prophylaxis may be more effective, but further research is still needed. Population registries, benzathine penicillin injections, heart failure management, endocarditis prevention, and valve surgery/replacement are all discussed as important therapeutic approaches, but challenges remain, particularly in
Morphological Based Approach for Identification of Red Lesion in Diabetic Ret...Editor IJMTER
One of the common causes of visionloss and blindness in patients with diabetes is
Diabetic Retinopathy.The damage to the retina of human eye caused by the complication of
increase in blood glucose level consequently leading to blindness is termed as Diabetic retinopathy.
The longer the patient has diabetes the higher the chance of developing diabetic retinopathy [1].No
specific symptoms are seen in DR patients until the illness is at the final stage. Thus , prior detection
and timely treatment has to be ensured. Dark lesions such as Microaneurysms and Hemorrhages or
bright lesions like Exudates are the visible symotoms of Diabetic Retinopathy [3]. Microaneurysms
are reddish in color with a diameter less than 125 µm,which turn into hemorrhages at a later stage
[6]. Conventionally , An ophthalmologist visualizes the blood vessels of the patient’s brain using an
ophthalmoscope . This method is often time consuming and requires fluorescein angiograms for
precise diagnosis. Moreover , it also requires highly trained and skilled clinicians to perform the DR
severity grading technique. Tis paper presents a low cost retinal algorithm for detecting
microaneurysms and hemorrhages which will assist opthalmologists across the globe in timely
detection of diabetic retinopathy.
Diabetic Retinopathy Detection System from Retinal Imagesijtsrd
Diabetes Mellitus is a disorder in metabolism of carbohydrates, and due to lack of the pancreatic hormone insulin sugars in the body are not oxidized to produce energy. Diabetic Retinopathy is a disorder of the retina resulting in impairment or vision loss. Improper blood sugar control is the main cause of diabetic retinopathy. That is the reason why early detection of retinopathy is crucial to prevent vision loss. Appearance of exudates, microaneurysms and hemorrhages are the early indications. In this study, we propose an algorithm for detection and classification of diabetic retinopathy. The proposed algorithm is based on the combination of various image processing techniques, which includes Contrast Limited Adaptive Histogram Equalization, Green channelization, Filtering and Thresholding. The objective measurements such as homogeneity, entropy, contrast, energy, dissimilarity, asm, correlation, mean and standard deviation are computed from processed images. These measurements are finally fed to Support Vector Machine and k Nearest Neighbors classifiers for classification and their results were analysed and compared. Aditi Devanand Lotliker | Amit Patil "Diabetic Retinopathy Detection System from Retinal Images" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-2 , February 2021, URL: https://www.ijtsrd.com/papers/ijtsrd38353.pdf Paper Url: https://www.ijtsrd.com/engineering/computer-engineering/38353/diabetic-retinopathy-detection-system-from-retinal-images/aditi-devanand-lotliker
Use of digital retinal camera to detect prevalence and severity of diabetic ...Riyad Banayot
This study analyzed retinal images from 1891 diabetic Palestinian refugees screened by the Diabetic Retinopathy Screening Program in the Occupied Palestinian Territories over 12 months. 1694 patients had at least one gradable eye. The study found that 16% of patients had diabetic retinopathy. Of those, 72% had nonproliferative diabetic retinopathy and 10.7% had proliferative diabetic retinopathy. An additional 3% had macular edema without retinopathy. The screening program identified sight-threatening retinopathy in 13.3% of patients and led to referrals for early intervention.
Automatic detection Non-proliferative Diabetic Retinopathy using image proces...IJERA Editor
This document summarizes research on automatically detecting non-proliferative diabetic retinopathy using image processing techniques. It begins with background on diabetes and diabetic retinopathy. Diabetic retinopathy is classified into non-proliferative and proliferative stages. Non-proliferative diabetic retinopathy involves microaneurysms, hemorrhages, hard exudates, and soft exudates. The research aims to automatically detect the stages of diabetic retinopathy in retinal images in order to help prevent vision loss from the disease. It describes collecting retinal images, preprocessing them, and developing techniques to analyze the images and detect signs of non-proliferative diabetic retinopathy.
Automatic detection Non-proliferative Diabetic Retinopathy using image proces...IJERA Editor
Diabetes is a chronic disease that is reaching epidemic proportions worldwide. There are currently more than
190 million people with diabetes worldwide. The World Health Organization (WHO) estimates that this will rise
to 221 million by the year 2010, largely due to population growth, ageing, urbanization and a sedentary lifestyle.
Diabetes is currently the fourth main cause of death in most developed countries. In Singapore, the prevalence
of diabetes in our population is 8.2% according to the 2004 National Health Survey. This is expected to grow as
our population age.
Diabetic Retinopathy, if not well managed and controlled, can progress steadily to devastating
complications like blindness. At present, various analyses on complicated interaction between hereditary and
environmental factors are being undertaken regarding the onset of diabetes. The development of diabetic
complication has become a major concern regarding the prognosis of diabetic patients.
Diabetes Retinopathy is one of the most common diseases that people get affected by over the years. By doing
this paper, we hope to detect the stages of Diabetic Retinopathy as early as possible so as to prevent and cure
more Singaporeans from falling prey to this disease
Vision loss affects 285 million people worldwide and is caused by conditions like uncorrected refractive errors, cataracts, age-related macular degeneration, diabetic retinopathy, and eye cancer. The major global causes of vision impairment are uncorrected refractive errors, cataracts, and glaucoma which can often be treated, while the major causes of blindness are cataracts, glaucoma, and age-related macular degeneration. Left untreated, common age-related eye diseases like dry and wet macular degeneration, cataracts, and diabetic retinopathy can lead to profound vision loss or blindness.
Normal vision means attaining 20/20 on a routine eye exam ie, one can read 3/8-inch letters at 20 feet. Approximately 285 million people worldwide cannot pass this test without correcting their vision. Sight problems range from normal to moderate or severe visual impairment. Thirty-nine million people are blind and ~90% of visually impaired people live in low-income settings. This presentation digs into the details and current treatments. This information is for educational purposes only and all medical cases should be discussed with licensed healthcare providers.
Guidelines for the Management of Diabetic Macular Edema.pdfDamilsonSantos3
This document provides guidelines from the European Society of Retina Specialists (EURETINA) for the management of diabetic macular edema (DME). It discusses the clinical features and angiographic manifestations of DME and outlines recommendations for diagnostic testing and treatment. Key points include: laser photocoagulation is no longer recommended as first-line therapy for DME, anti-VEGF therapy has emerged as the primary treatment; steroids maintain a role for persistent DME; fluorescein angiography provides important information on lesion location and disease severity but may be supplemented by OCT angiography as the technology advances; optical coherence tomography is critical for diagnosis and monitoring response to treatment.
Diabetic retinopathy is a complication of diabetes that affects the small blood vessels in the retina. It is the leading cause of blindness in working age adults. Strict control of blood sugar and blood pressure can help prevent and slow the progression of diabetic retinopathy. Annual eye exams are important for early detection and treatment if needed to prevent vision loss. As diabetic retinopathy progresses, it is classified into mild, moderate, and severe non-proliferative stages and proliferative stage. Treatments include laser therapy and anti-VEGF injections to prevent further vision loss.
Reducing Uveitic Glaucoma: therapeutic judgement is the keyiosrphr_editor
Abstract: Background: Uveitic glaucoma (UG) due to disease and /or therapeutics is an important reason for reduced vision. Different therapeutic regimen employed in uveitis can alter the course of UG. Purpose: Evaluation of prevalence of UG with different commonly used therapy. Study design: Randomised prospective hospital based study Study Period: 2007-2012 Methods: Baseline IOP; Field and optic nerve head photographs were recorded. Three groups were randomised: 1.topical steroid 2.Systemic steroid +gr 1, 3.Topical synthetic steroids, cycloplegic and periorbital triamcinolone injection. Outcome measure: IOP more than 22 mm/4 mm increase from baseline is marker.
This document discusses age-related vision loss and its links to nutrition. It provides statistics on vision impairment and eye conditions like macular degeneration, diabetic retinopathy, and glaucoma in both the US and Kansas. It then discusses these conditions in more detail, including risk factors, treatments, and the role of nutrition. It promotes the Envision Vision Rehabilitation Center and its support groups and services.
This study compared the daytime efficacy and safety of two glaucoma medications: latanoprost 0.005%/timolol maleate 0.5% given once daily vs dorzolamide 2%/timolol maleate 0.5% given twice daily. In 33 patients, the mean daytime intraocular pressure was not statistically different between the two medications. Both medications were well tolerated, though latanoprost/timolol caused more conjunctival redness and dorzolamide/timolol caused more reports of bitter taste. This study suggests the two fixed-combination medications have similar efficacy in lowering intraocular pressure over the day.
Comparison of latanoprost, bimatoprost and travoprostAvaleks-Kiev
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Topical dorzolamide for macular edema in the early phase after vitrectomy and...Avaleks-Kiev
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1. Retinal Diseases in Europe
Prevalence, incidence and healthcare needs
Brief report prepared by
Jeany Q. Li1
Thomas Welchowski2
Mathias Schmid2
Julia Letow1
A. Caroline Wolpers1
Frank G. Holz1
Robert P. Finger1
1
Department of Ophthalmology, University of Bonn, Germany
2
Department of Medical Biometry, Informatics and Epidemiology, University of
Bonn, Germany
August 2017
2. 1
This report was prepared for the European Society of Retina Specialists (EURETINA).
3. Executive summary
The majority of blindness and severe vision loss in Europe is due to age-related retinal
diseases. Considering current demographic trends, both an increase in prevalence and
incidence of, as well as an increase in the lifetime lived with age-related retinal disease
is expected. This will put enormous pressure on European health care systems.
In order to allow for both tailored health service planning as well as focussed research
to address these future challenges, we provide a comprehensive situation analysis and
future prediction for retinal diseases in Europe.
We performed a systematic review and meta-analysis of the European literature on
prevalence and incidence as well as health care services for age-related macular dege-
neration (AMD), diabetic eye disease (DED) and retinal vein occlusions (RVO).
We estimated that AMD currently affects around 34 million people in the European
Union (EU) and 22 million people in the five most populous European countries alone:
Germany, France, the United Kingdom (UK), Italy and Spain. The number of patients
affected by AMD in the EU is expected to rise by almost 25% based on population
growth and ageing until 2050. For diabetic eye disease, the current and future situati-
on is similar. More than 25% of diabetic patients are affected by any DED, amounting
to nearly 4 million individuals in the EU. Nearly one million individuals are estimated
to require treatment due to proliferative DED or clinically significant macular oede-
ma. As the prevalence of diabetes is increasing considerably due to both demographic
trends and lifestyle changes, DED in turn will increase too. European countries have
introduced very heterogeneous approaches to screen for DED with some countries
using national registers and/or programmes. Reported uptake of screening for DED
was highest in the UK (83%) which has a national screening programme, and lowest for
Italy (11%) with no systematic screening programme. National screening programmes
incur high health care expenditures, but there is evidence for a significant reduction
in blindness due to diabetic retinopathy in England after the implementation of the
National Diabetic Eye Screening Programme.
2
4. With the introduction of intravitreal (IVT) therapy, both AMD and DED have much im-
proved visual outcomes but available health care service data demonstrate that IVT
treatment provision puts a con-siderable strain on healthcare systems and alternative
approaches to service provision including delegation to auxiliary cadres have been
implemented in for example the UK.
Data on RVO were fewer, but sufficient to perform a meta-analysis. More than one
million Europeans aged 55 years and older are affected by RVO and also require IVT as
well as laser and other treatment which puts additional strain on ophthalmic health-
care systems.
Retinal diseases are the main causes of blindness and severe visual loss in Europe al-
ready today and will continue to increase. Both health service provision and future
research should focus on this in order to address these challenges and preserve sight
for the ageing European populations.
3
5. Contents
Facing an ageing population
- major challenges for European ophthalmology 7
Age-related macular degeneration in Europe 8
Projecting AMD to 2050 11
Healthcare services for AMD 12
Diabetic eye disease in Europe 14
Projecting DED to 2050 17
Healthcare services for DED 18
Retinal vein occlusions in Europe 20
Projecting RVO to 2050 21
Healthcare services for RVO 22
Limitations 23
Current & Future Challenges in Europe 24
References 26
4
6. 5
List of Figures
Figure 1 8
Colour-coded map of the prevalence of
early and intermediate AMD by country
Figure 2 9
Colour-coded map of the prevalence of
any late AMD by country
Figure 3 10
Estimated total number of individuals
with any AMD and any late AMD
by country
Figure 4 10
Estimated total annual number of
individuals newly affected by late AMD
by country
Figure 5 11
Extrapolation of the total number of
individuals with any AMD in the EU
Figure 6 11
Extrapolation of the total number of
individuals with any AMD by country
Figure 7 14
Colour-coded map of the prevalence
of any DED by country
Figure 8 15
Colour-coded map of the prevalence
of PDR by country
Figure 9 15
Colour-coded map of the prevalence of
CSMO by country
Figure 10 16
Estimated total number of individuals
with any DED, PDR and CSMO by country
Figure 11 16
Estimated total annual number of
individuals newly affected by any DED
by country
Figure 12 17
Extrapolation of the total number of
individuals with any DED in the EU
Figure 13 17
Extrapolation of the total number of
individuals with any DED by country
Figure 14 20
Estimated total number of individuals
with RVO by country
Figure 15 21
Extrapolation of the total number of
individuals with RVO in the EU
Figure 16 21
Extrapolation of the total number of
individuals with RVO by country
7. 6
Abbreviations
AMD Age-related macular degeneration
CRVO Central retinal vein occlusion
CSMO Clinically significant macular oedema
DED Diabetic eye disease
DM Diabetes mellitus
DR Diabetic retinopathy
DMO Diabetic macular oedema
EU European Union
FAG Fluorescein angiography
GA Geographic atrophy
GP General practitioner
HES Hospital eye services
IVT Intravitreal
nAMD Neovascular age-related macular degeneration
NDESP NHS Diabetic Eye Screening Programmes
NHS National Health Service
NPDR Non-proliferative diabetic retinopathy
OCT Optical coherence tomography
PAT Preferences and Trends
PDR Proliferative diabetic retinopathy
RVO Retinal vein occlusion
UK United Kingdom
VEGF Vascular endothelial growth factor
8. 7
Facing an ageing population
- major challenges for European
ophthalmology
With age-related macular degeneration (AMD) and diabetic eye disease (DED), two of
the main causes for blindness and severe visual loss in Europe are retinal diseases [1, 2].
These as well as most other common retinal diseases are age-related diseases, which
leads to increasing prevalence with age or diabetes duration in the case of DED.
Europe is facing intense demographic changes due to population ageing and in turn
an increase in age-related retinal diseases. These may give rise to an increase in visual
impairment and blindness in older Europeans in the years to come. Visual impairment
increases the risk for unemployment, depression and anxiety disorders as well as num-
ber of falls and accidents [3–15]. It leads to reduced independence and quality of life of
affected individuals [7, 9]. With an increasing emphasis on participating more actively
for longer in life in regards to both work and private life in all European societies, avoi-
ding visual loss becomes more and more important.Therefore, special focus should be
placed on the prevention and treatment of retinal diseases.
To date, there is a lack of comprehensive data on the current situation as well as future
projections of retinal diseases in Europe. A bigger picture is needed for the develop-
ment of prevention and intervention strategies. This report aims to provide a situation
analysis for retinal diseases and health care provision in Europe as well as an outlook
on future challenges.
Thus, in a systematic fashion, all available data on the main retinal diseases were colla-
ted including prevalence, incidence and health service provision in the European Uni-
on (EU) as well as its five largest countries Germany, the United Kingdom (UK), France,
Italy and Spain for AMD, DED, including both diabetic retinopathy and diabetic macu-
lar oedema, and retinal vein occlusions (RVO).
On the following pages we present a summary of our analysis for a quick but detailed
overview of our findings at the European level. Detailed descriptions of methods and
more granular results are presented in the extended report.
9. 8
Age-related
macular degeneration in Europe
AMD is, by definition, a retinal disease affecting older individuals. Early stages of the di-
sease, which include early and intermediate AMD and are mostly asymptomatic, slowly
progress to late stages of the disease, which can cause severe visual loss. Studies vary
slightly when staging AMD, so some of the stages had to be grouped together to re-
flect this.
- One in four Europeans over the age of 60 is affected by AMD
Keeping this in mind, we estimate that 26.3% of Europeans over the age of 60 are af-
fected by AMD, be it early, intermediate or late AMD. Of these 24.1% have early and
intermediate AMD and 2.2% have any late AMD. Late AMD can be subdivided into two
types, the wet (neovascular AMD, nAMD) and the dry (geographic atrophy, GA) form.
Only nAMD can be treated at present.
- AMD in general and any late AMD seem most prevalent in Italy and France
We found the highest pooled prevalence of any AMD in Italy (52.2%) followed by the
UK (43.6%) and Spain (26.4%), whereas prevalence seems lower in France (37.3%) and
Germany (32.8%), according to published data (Figure 1 and Figure 2).
Figure 1: Colour-coded map of the prevalence of early and intermediate AMD by country
10. 9
Figure 2: Colour-coded map of the prevalence of any late AMD by country
France, on the other hand, accounted for the highest pooled prevalence estimate of
late AMD (3.3%), closely followed by Italy (3.2%), Germany (2.4%) and Spain (2.3%).
Lowest prevalence of any late AMD was found in the UK (1.8%).
Of the two types of late AMD, nAMD was 1.7 times more common than GA, with a pre-
valence of 1.3% and 0.8%, respectively.
One in four EU citizens is currently older than 60 years. Germany and Italy have the
largest proportion of older individuals (27.4% and 28.0%, respectively), whereas the
population in Spain and the UK are comparatively younger (24.3% and 23.3%, respec-
tively).
- More than 34 million EU inhabitants are affected by AMD
Applying our calculated pooled prevalence to EU population statistics, we estimate
that at least 33.6 million individuals over the age of 60 years in the EU are currently
affected by AMD. Any late AMD may be present in 2.8 million people, with nAMD ac-
counting for 1.7 million people. Germany, being the largest country, has most persons
affected by any AMD with currently more than 5.8 million people (Figure 3).
11. 10
Figure 3: Estimated total number of individuals with any AMD and any late AMD by country
- Late AMD occurs newly in 1.4 per 1,000 individuals each year
Assessing how many persons will develop late AMD per year, incidence data from
three longitudinal studies, one each from France, Iceland and the Netherlands [16–18],
were pooled. Based on this, we estimated a pooled annual incidence of 1.4 per 1,000
individuals in a population over the age of 60. This corresponds to more than 170,000
Europeans newly affected by late AMD each year, total numbers for each country are
presented in Figure 4.
Figure 4: Estimated total annual number of individuals newly affected by late AMD by coun-
try
0
10,000
20,000
30,000
40,000
Germany France UK Italy Spain
late AMD
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
Germany France UK Italy Spain
any AMD any late AMD
12. 11
Projecting AMD to 2050
- The prevalence of AMD is about to rise by 20% until 2050
We applied our prevalence estimates to EU population projections data. Due to ma-
thematical reasons, a population aged 55 to 84 years was considered for the extrapo-
lation. Accordingly to the ageing of the population, an increase in AMD prevalence is
to be expected. In the year 2050, more than 25 million people in the EU will be affected
by any AMD (Figure 5), corresponding to an increase of approximately 20% over the
next 35 years. Predictably, the most apparent increase will be in those 75 years and
older: from 4.3 million up to 7.2 million, corresponding to an increase of 67%.
Figure 5: Extrapolation of the total number of individuals with any AMD in the EU
Figure 6: Extrapolation of the total number of individuals with any AMD by country
The extrapolation by country shows a nearly parallel increase in the number of affec-
ted individuals until 2040 (Figure 6). After 2040, a further increase is only expected
in the UK. In France, Germany, Italy and Spain, a decrease of population is expected,
mainly due to low birth rates [19–21].
1,500,000
2,500,000
3,500,000
4,500,000
2015 2020 2030 2040 2050
Germany France UK Italy Spain
10,000,000
20,000,000
30,000,000
40,000,000
2015 2020 2030 2040 2050
any AMD 95%-CI
13. 12
Healthcare services for AMD
- Publications and data on healthcare services for AMD in Europe are limited
AMD raises a major challenge to European healthcare systems. Screening for AMD is
generally not performed. Given the expected large increase in persons affected by
AMD who would be at risk of visual loss, screening for early stages of the disease might
be worthwhile in high risk groups, in particular implementing telemedicine approa-
ches as an ageing population might be less mobile.
The development and widespread application of intravitreal (IVT) application of an-
ti-vascular endothelial growth factor (VEGF) drugs has revolutionized the ophthal-
mological landscape in the last decade. Existing data implies a discrepancy between
guidelines and the real-life uptake of diagnostics and treatment for neovascular AMD,
resulting in insufficient treatment of millions of patients. For nAMD, early initiation of
treatment for nAMD is key, but an increase in public awareness of AMD is required to
reduce the reported delay between symptoms and first consultation of an ophthalmo-
logist as well as any subsequent delays. Therefore, we urgently need AMD awareness
campaigns in Europe.
- Logistical challenges in the sufficient coverage of IVT administration
With a rising number of IVT injections in the coming years, we are also facing logistical
issues. One-stop clinics are installed throughout European eye clinics, other concepts
for the improvement of processes need to be evaluated. In Europe, IVT injections are
more commonly performed in a semi-sterile or operation room environment, as com-
pared to the United States, where 81.5% of retina specialists perform IVT injections in
the office [22].
- Observational studies indicate existing barriers to treatment of nAMD
In Germany, ophthalmologists are visited more frequently by AMD patients (1.69 per
quarter) compared to other eye diseases (1.37 per quarter) with low rates of optical co-
herence tomography (OCT) imaging (5.9%) and IVT injections (15.9%).These problems
are present to some extent all across Europe. Patients with nAMD experience delays in
accessing treatment, a low treatment frequency and suboptimal monitoring including
only few OCT examinations. This leads to treatment outcomes which are worse than
what was achieved in clinical phase III studies and what should be possible under rou-
tine conditions.
14. 13
- We are facing major challenges in the provision of treatment and follow-up of
nAMD patients
Regionally, treatment delay varies considerably. In Germany, comparing metropolitan
to rural areas, the delay was significantly longer in rural areas (14.1 compared to 25.4
days) [23]. Similarly, the variability in treatment frequency was 40-fold between diffe-
rent health service trusts in the UK, demonstrating geographical variation in access
[24].
However, treatment provision and outcomes did improve since the introduction of IVT
treatment in 2006. In France, studies demonstrate that the delay between diagnosis
and treatment could be significantly reduced from 12.6 to 7.7 days since 2006 [25].
- In the UK, different innovative approaches to nAMD treatment provision have
been implemented
In 2012, Action on AMD, a group of UK healthcare professionals and patient represen-
tatives, described clinical capacity reaching its limits already [26]. By that time, delay in
adherence to recommended follow-up intervals was already seen in National Health
Service (NHS) clinics, mostly caused by shortage of retinal consultants and medical
staff, as well as suboptimal supply with OCT imaging equipment.
Efforts have been made to increase retina clinics capacities by optimizing internal inf-
rastructures. A one-stop clinic service involving more and more optometrists and nur-
se practitioners was introduced in an increasing number of clinics which were found to
be safe and effective. [27]. In certain clinics, telemedicine pilot projects, virtual clinics
as well as mobile screening units using OCT scan vans in remote areas have been im-
plemented in addition to cover in particular remote rural areas [26].
Due to the suboptimal recruitment of ophthalmic medical manpower, nurse-delivered
IVT administra-tion has been evaluated and implemented in the UK [28]. This leads to
a significant increase in IVT injections without increasing the number of serious com-
plications [29, 30].
Health service provision might differ between countries but the high and increasing
numbers of older persons affected by all stages of AMD pose the same challenges
for all European countries. Against this background, more research into the causes for
AMD and its progression is needed to develop preventative interventions. At the same
time, health services need to be made available for the already high but still increasing
need as well as tailored to the unique requirements of older persons across all of Eu-
rope.
15. 14
Diabetic eye disease in Europe
People with diabetes are at risk of developing diabetic eye conditions, including dia-
betic retinopathy (DR) and diabetic macular oedema (DMO). Microvascular changes
resulting from poorly controlled blood sugar may damage blood vessels in the retina
and lead to severe vision loss or blindness. DR is commonly classified as mild, modera-
te and severe non-proliferative DR (NPDR) and proliferative DR (PDR), according to the
“International Clinical Classification Diabetic Retinopathy Severity Scale” [31]. Studies
vary when defining DMO. Agreement is higher for definitions of clinically significant
macular oedema (CSMO).
- One in four Europeans with diabetes is affected by any DED
According to our estimate, any DED is prevalent in 25.0% of European diabetic patients
managed in primary healthcare. Reported prevalence of any DED was highest in Italy
(34.1%), the UK (29.8%) and Spain (26.5%), as presented in Figure 7. 17.7% of diabetics
are estimated to show signs of mild or moderate non-proliferative DR (NPDR). Appro-
ximately 2.0% are affected by severe NPDR.
Figure 7: Colour-coded map of the prevalence of any DED by country
16. 15
Figure 8: Colour-coded map of the prevalence of PDR by country
Ophthalmologic treatment, such as panretinal or focal laser coagulation or IVT injec-
tions, is required in 2.1% and 3.5% of European diabetics due to PDR and CSMO, res-
pectively. The highest prevalence of PDR was found in Italy (4.6%), Spain (2.8%) and
Germany (2.3%). The UK and Spain had the highest prevalence rates of CSMO: 5.2%
and 2.7%, respectively.
Figure 9: Colour-coded map of the prevalence of CSMO by country
17. 16
- The total number of individuals with DED is highest in Germany and Italy
In the EU, nearly 4 million individuals over the age of 40 are currently affected by any
DED. The highest numbers are found in Germany and Italy with nearly one million
individuals each (Figure 10). Of these, at least 100,000 have PDR or CSMO requiring
further ophthalmological treatment and management. We found the lowest number
of affected individuals in France with around 300,000 affected by any DED.
Figure 10: Estimated total number of individuals with any DED, PDR and CSMO by country.
No country specific data for CSMO in Italy
Each year, 4.6% of Europeans with diabetes are newly affected by any DED, correspon-
ding to more 770,000 individuals in the EU per year (Figure 11).
Figure 11: Estimated total annual number of individuals newly affected by any DED by coun-
try
0
200,000
400,000
600,000
800,000
1,000,000
Germany France UK Italy Spain
any DED PDR CSMO
0
50,000
100,000
150,000
200,000
Germany France UK Italy Spain
any DED
18. 17
Projecting DED to 2050
- The number of people affected by any DED in the EU is expected to increase by 6%
until 2040
Our projection shows an increase of the number of EU inhabitants affected by any DED
from 3.6 million to 3.8 million in 2040 (Figure 12). After 2040, a further increase is only
seen in the United Kingdom and Italy (Figure 13).
Figure 12: Extrapolation of the total number of individuals with any DED in the EU
Figure 13: Extrapolation of the total number of individuals with any DED by country
We applied our pooled prevalence estimate to a population aged 40 to 80 years, accor-
ding to age limitations of the underlying studies. As the EU’s working-age population
is expected to decrease in size – from 334 million people in 2014 to 292 million people
in 2080 [32] –, the modelled scenario is rather conservative and not as much affected
by the overall population ageing as the AMD scenario. Still, as the risk of DED increases
with duration of the DM, chances are high that the burden will increase considerably
as persons with DM live longer and thus have a higher lifetime chance to develop DED.
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
2015 2020 2030 2040 2050
any DED 95%-CI
200,000
400,000
600,000
800,000
1,000,000
1,200,000
2015 2020 2030 2040 2050
Germany France UK Italy Spain
19. 18
Healthcare services for DED
- Healthcare services for DED stand and fall by the provision and utilization of
screening
Preventing the occurrence of DED is an important goal, as an extensive economic bur-
den arises from the loss of workforce due to visual impairment and blindness caused
by DED [33]. Contrary to AMD, DED is a disease affecting not only an elderly populati-
on, but also to a large part the working population. In a working population, delivery
of screening and other health services is challenging as it is competing for time during
working hours [34].
- Systematic national screening programs only exist in the United Kingdom
Screening is the essential and dominating topic regarding healthcare services for DED.
A systematic national screening program is existent in the UK. The national diabetic
eye screening programme (NDESP) was introduced by the NHS [35]. Since 2008, all
persons with diabetes older than 12 years are invited to nationwide retinal screening
programmes [36]. Free screening is delivered not only by ophthalmologists, but vari-
ous screening models, such as fundus photography in general practitioner (GP) surge-
ries, hospitals, diabetic centres or in mobile screening units, or funduscopic evaluation
by accredited optometrists, have been implemented. OCT imaging is not yet provi-
ded extensively, but coverage is spreading. Consequently, DED as a cause of certifiable
blindness decreased from 17.7% in the year 2000 to 14.4% in the year 2010, and was
replaced by hereditary retinal disorders as the main cause of blindness certification
(20.2%) in a working age population [37]. In other countries, screening and pilot tele-
medicine programs have only been initiated in solitary projects at a regional level.
There is a broad consensus on the necessity of regular screening of diabetic patients,
although, the extension of screening intervals for patients with low risk for developing
DED has been discussed, which is expected to decrease the expenditures for screening
significantly [38, 39].The NDESP has reportedly led to a remarkable increase in referrals
to hospital eye services (HES) [40]. Data on the provision of ophthalmological treat-
ment indicate a rather acceptable situation. After referral to tertiary care, 82% and 85%
of appointments and lasers, respectively, took place within the recommended time
frame [41].
20. 19
- Screening uptake is alarmingly low in Italy according to published data
Reported uptake of screening was highest in the UK (82.8%), while the reported num-
bers were alarmingly low for Italy (11.1%). DR screening coverage in Germany and
France is estimated 68% and between 36.5% and 50%, respectively, and is prima-
rily performed by funduscopy in private ophthalmology practices [42–44]. In Spain,
non-mydriatic photography eventually combined with teleophthalmology has been
broadly implemented [42, 45–49]. Figures of screening uptake range between 33%
and 82% [42].
- A comprehensive primary healthcare structure is crucial for prevention
and treatment of DED
Preventive healthcare plays an important role in the incidence of DED. Meeting tar-
gets for glycemic control and regular check-ups with a GP or diabetologist need to
be integrated within a comprehensive provision of primary healthcare including DED
screening. For this, communication between different healthcare providers involved in
DM care needs to be good. In some countries like Germany and the UK, standardized
report forms have been implemented to facilitate good communication [50, 51].
Globally, diabetes is increasing. Thus, healthcare systems need to be equipped to deal
with this.
21. 20
Retinal vein occlusions in Europe
- More than one million Europeans are affected by RVO
More than 1.1 million people over the age of 55 are currently affected by a RVO in the
EU with 15 to 25% due to central RVO (CRVO) and 75-80% due to branch RVO (BRVO).
This corresponds to a prevalence of RVO in either eye of 0.7%. Data were not sufficient
for a prevalence estimate for each country. Therefore we applied our European poo-
led prevalence estimate to EU population statistics of a population aged 55 years and
older (Figure 14).
Figure 14: Estimated total number of individuals with RVO by country
0
50,000
100,000
150,000
200,000
Germany France UK Italy Spain
RVO
22. 21
Projecting RVO to 2050
- The total number of Europeans with RVO will increase by more than 20%
until 2040
We applied our pooled prevalence estimate to EU population projections data of a
population aged 55 to 80 years. The total number of individuals affected by retinal
vein occlusion in this age group is expected to rise from 900,000 to 1.1 million (Fi-
gure 15).
Figure 15: Extrapolation of the total number of individuals with RVO in the EU
Similarly to our projection estimation for diabetic eye disease, we also included a
working-age population. This may contribute to the fall of the absolute number of
patients with RVO from 2040 to 2050, which is also seen in the analysis by coun-
try (Figure 16). Only in the United Kingdom, figures are expected to increase conti-
nuously.
Figure 16: Extrapolation of the total number of individuals with RVO by country
500,000
1,000,000
1,500,000
2,000,000
2015 2020 2030 2040 2050
RVO 95%-CI
50,000
100,000
150,000
200,000
2015 2020 2030 2040 2050
France Germany Italy Spain UK
23. 22
Healthcare services for RVO
Publications on healthcare services for RVO in Europe were few.
- Treatment modalities vary between European countries
Treatment patterns and costs of macular oedema due to RVO treated in France, Italy
and Germany from 2005 to 2007 were compared in a multicentre study [52]. Fluore-
scein angiography (FAG) was performed most frequently in Italy (78%), and rarely in
Germany (33%) and France (21%), whereas retinal photography was commonly per-
formed in France (95%), Italy (100%) and less often in Germany (10%). Additionally,
OCT was performed in 53% of Italian RVO patients and only in 18% of French and 4%
of German patients. Germany had the highest rate of inpatient treatment (34 to 42%),
compared to France (14.8 to 23%) and Italy, where no patient was hospitalized for tre-
atment.
In a more recent German study, baseline FAG and OCT were performed in 75% of pa-
tients [53]. Patients underwent a mean 4.1 OCT examinations during the observation
period of 12 months with a mean 4.35 ranibizumab injections. Mean time between
diagnosis and first IVT injection was 3.8 months.
- Healthcare expenditures for RVO are substantial in European countries
Health care expenditures are substantial in all examined countries. Total direct and in-
direct costs per patient and year were £14,692 in the UK and 11,434€ in France. In the
UK, 42% of costs derived from monitoring of the disease including OCT procedures,
16% from drug treatment, 15% from treatment of adverse events and 20% from cost
of blindness. Guidelines vary between examined countries, especially regarding inpa-
tient treatment for haemodilution, which is only performed regularly in Germany [54].
Available data were too limited for a more comprehensive discussion. There is a need
for further research.
24. 23
Limitations
The presented scenarios are based on a systematic review of the literature and subse-
quent meta-analyses where enough data were available. Thus it is based on the best
available source of evidence. Age-stratified data were only available for age groups up
to age 84.Thus, the extrapolations to 2050 are an underestimate as they exclude those
aged 84 years and above. Future extrapolations are difficult at the best of times and
the presented future scenarios are based on the projected population growth only.
This takes ageing into consideration, but not future, yet unforeseeable changes in li-
festyle, available treatments or preventative measures. Thus, the presented forecasts
should be interpreted as a worst case scenario based on the assumption that our pre-
ventive and therapeutic armamentarium remains as it is now and that Europeans will
not live much healthier lifestyles in the future.
Assessing available healthcare services based on the published scientific literature –
even when including grey literature and reports by professional bodies and govern-
mental institutions – generates a somewhat patchy overview of what is really availa-
ble, as health services evolve much faster based on demand and available resources
than what is reflected in the literature and other freely available sources. Thus, this
report includes all major health services available in all respective countries, but very
recent developments may have not been included.
25. 24
Current & future challenges in Europe
Already today, the majority of cases of blindness and severe visual impairment in Euro-
pe is caused by retinal diseases such as AMD, DED and RVO. All of these diseases need
to be managed by specialized medical professionals and required regular check-ups as
well as treatment.This requires considerable healthcare resources but maintains vision
in most cases, in particular when assessing anti-VEGF IVOM outcomes.
Given the adverse impacts of vision loss and blindness such as a loss of independence,
quality of life, ability to participate in the labour market or society at large, as well as
increased levels of depression, falls, traffic accidents and need for care or institutiona-
lization, this is money well spent.
Against the background of ageing European populations, AMD, DED and RVO will af-
fect more people for a longer period of their respective lives. This necessitates adjust-
ments in both current and future service provision as well as research.
All countries have increasing demand for the delivery of IVOM services which have re-
volutionized AMD, DED and RVO treatment in the last ten years. Similarly, demand for
DED screening is increasing and only the UK has implemented a national, systematic
screening programme. This could be shown to be highly effective in reducing blind-
ness due to DED, in particular in the working age population. Thus, currently available
eye healthcare services need to be expanded in all countries, including the extension
of currently available DED screening networks as well as available IVOM treatment ca-
pacity. For this, not only the training of additional specialized medical staff but also
delegation of tasks by ophthalmologists or other physicians to non-physicians and te-
le-ophthalmology may be viable models.
Current and future research should be steered towards both health service research
and preventative research on the major retinal diseases AMD, DED and RVO. Health
service research ascertains an efficient translation of available evidence into clinical
practice by for example addressing barriers to implementing evidence or suggesting
potential appropriate models for service delivery of required services. More preventa-
tive research, including research on risk factors for the onset and progression of retinal
diseases, may ultimately decrease the number of persons affected by AMD, DED or
RVO at risk of loss of vision and in need of treatment. Preventative research has a less
immediate impact compared to health services research but should nevertheless be
funded appropriately given the increasing challenges posed by AMD, DED and RVO in
the decades to come.
26. 25
Allowing for a fast translation of evidence into practice when novel diagnostic, pre-
ventative or therapeutic interventions become available by accelerating regulatory
review processes as well as access to funding has the potential to reduce some of the
challenges outlined above. However, more importantly, decision makers at all levels
need to be aware of these current and future challenges so that they can be addressed
appropriately. European populations are faced with increasing rates of retinal diseases
which put them at risk of vision loss. In order to avoid increasing number of blind and
severely visually impaired Europeans in the decades to come, health services and rese-
arch efforts need to be planned accordingly now.
27. 26
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