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1.
JAMA Ophthalmol ; 141(4): 366-375, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36892822

ABSTRACT

Importance: Estimates of diabetic retinopathy (DR) incidence and progression in American Indian and Alaska Native individuals are based on data from before 1992 and may not be informative for strategizing resources and practice patterns. Objective: To examine incidence and progression of DR in American Indian and Alaska Native individuals. Design, Setting, and Participants: This was a retrospective cohort study conducted from January 1, 2015, to December 31, 2019, and included adults with diabetes and no evidence of DR or mild nonproliferative DR (NPDR) in 2015 who were reexamined at least 1 time during the 2016 to 2019 period. The study setting was the Indian Health Service (IHS) teleophthalmology program for diabetic eye disease. Exposure: Development of new DR or worsening of mild NPDR in American Indian and Alaska Native individuals with diabetes. Main Outcomes and Measures: Outcomes were any increase in DR, 2 or more (2+) step increases, and overall change in DR severity. Patients were evaluated with nonmydriatic ultra-widefield imaging (UWFI) or nonmydriatic fundus photography (NMFP). Standard risk factors were included. Results: The total cohort of 8374 individuals had a mean (SD) age of 53.2 (12.2) years and a mean (SD) hemoglobin A1c level of 8.3% (2.2%) in 2015, and 4775 were female (57.0%). Of patients with no DR in 2015, 18.0% (1280 of 7097) had mild NPDR or worse in 2016 to 2019, and 0.1% (10 of 7097) had PDR. The incidence rate from no DR to any DR was 69.6 cases per 1000 person-years at risk. A total of 6.2% of participants (441 of 7097) progressed from no DR to moderate NPDR or worse (ie, 2+ step increase; 24.0 cases per 1000 person-years at risk). Of patients with mild NPDR in 2015, 27.2% (347 of 1277) progressed to moderate NPDR or worse in 2016 to 2019, and 2.3% (30 of 1277) progressed to severe NPDR or worse (ie, 2+ step progression). Incidence and progression were associated with expected risk factors and evaluation with UWFI. Conclusions and Relevance: In this cohort study, the estimates of DR incidence and progression were lower than those previously reported for American Indian and Alaska Native individuals. The results suggest extending the time between DR re-evaluations for certain patients in this population, if follow-up compliance and visual acuity outcomes are not jeopardized.


Subject(s)
Diabetes Mellitus , Diabetic Retinopathy , Ophthalmology , Telemedicine , Adult , United States/epidemiology , Humans , Female , Middle Aged , Male , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/physiopathology , Cohort Studies , Incidence , American Indian or Alaska Native , Retrospective Studies , United States Indian Health Service
2.
Ophthalmic Epidemiol ; 29(6): 672-680, 2022 12.
Article in English | MEDLINE | ID: mdl-34726132

ABSTRACT

PURPOSE: Estimates of diabetic eye disease in American Indian and Alaska Natives (AI/AN) vary over time, region, and methods. This article reports recent prevalence of diabetic retinopathy (DR) and diabetic macular edema (DME) in AI/AN served by the Indian Health Services' (IHS) teleophthalmology program, as identified using ultrawide field imaging (UWFI). METHODS: This was a retrospective analysis of 2016-2019 clinical data (n = 53,900). UWF images were acquired by certified imagers using a validated protocol, and graded by licensed, certified optometrists supervised by an ophthalmologist. Graders evaluated the extent/severity of retinal lesions in comparison to standard photographs. DR lesions predominantly in any peripheral field were considered "predominantly peripheral lesions" (PPL). The analyses calculated prevalence of any DR, any DME, DR and DME severity, sight-threatening disease, and PPL. RESULTS: Patients averaged 56 years of age with a 68 mmol/mol A1c and 55% had had diabetes for 5+ years. Prevalence of any DR, any DME, and sight-threatening disease was 28.6%, 3.0%, and 3.0%. In patients with mild nonproliferative DR, PPL was seen in 25.3%. PPL suggested a more severe level of DR in 8.7% of patients. DR increased with age. DME decreased with age. Males and patients in the Nashville IHS area had more diabetic eye disease. CONCLUSION: AI/AN have a high burden of diabetes and its complications. The IHS is resource-constrained, making accurate disease estimates necessary for resource allocation and budget justifications to Congress. These data update the estimates of diabetic eye disease in Indian Country and suggest that UWFI identifies early DR.


Subject(s)
Diabetes Mellitus , Diabetic Retinopathy , Macular Edema , Ophthalmology , Telemedicine , Humans , Male , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/epidemiology , Photography/methods , Prevalence , Retrospective Studies , United States/epidemiology , United States Indian Health Service , Female
3.
BMJ Open Ophthalmol ; 6(1): e000559, 2021.
Article in English | MEDLINE | ID: mdl-34307891

ABSTRACT

OBJECTIVE: To identify factors associated with sight-threatening diabetic macular oedema (STDM) in Indigenous Australians attending an Indigenous primary care clinic in remote Australia. METHODS AND ANALYSIS: A cross-sectional study design of retinopathy screening data and routinely-collected clinical data among 236 adult Indigenous participants with type 2 diabetes (35.6% men) set in one Indigenous primary care clinic in remote Australia. The primary outcome variable was STDM assessed from retinal images. RESULTS: Age (median (range)) was 48 (21-86) years, and known diabetes duration (median (range)) was 8.0 (0-24) years. Prevalence of STDM was high (14.8%) and similar in men and women. STDM was associated with longer diabetes duration (11.7 vs 7.9 years, respectively; p<0.001) and markers of renal impairment: abnormal estimated Glomerular Filtration Rate (eGFR) (62.9 vs 38.3%, respectively; p=0.007), severe macroalbuminuria (>300 mg/mmol) (20.6 vs 5.7%, respectively; p=0.014) and chronic kidney disease (25.7 vs 12.2%, respectively; p=0.035). Some clinical factors differed by sex: anaemia was more prevalent in women. A higher proportion of men were smokers, prescribed statins and had increased albuminuria. Men had higher blood pressure, but lower glycated Haemoglobin A1c (HbA1c) levels and body mass index, than women. CONCLUSION: STDM prevalence was high and similar in men and women. Markers of renal impairment and longer diabetes duration were associated with STDM in this Indigenous primary care population. Embedded teleretinal screening, known diabetes duration-based risk stratification and targeted interventions may lower the prevalence of STDM in remote Indigenous primary care services. TRIAL REGISTRATION NUMBER: Australia and New Zealand Clinical Trials Register: ACTRN 12616000370404.

4.
Intern Med J ; 51(11): 1897-1905, 2021 11.
Article in English | MEDLINE | ID: mdl-33196133

ABSTRACT

BACKGROUND: Diabetic retinopathy (DR) prevalence is higher in Indigenous Australians than in other Australians and is a major cause of vision loss. Consequently, timely screening and treatment is paramount, and annual eye screening is recommended for Indigenous Australians. AIMS: To assess the prevalence of DR, reduced vision and DR treatment coverage among Indigenous Australian adults with diabetes attending Top End indigenous primary care health services. METHODS: A cross-sectional DR screening study conducted from November 2013 to December 2015 in two very remote Northern Territory Aboriginal primary healthcare services. RESULTS: In 287 subjects, the prevalence of non-proliferative DR, proliferative DR and clinically significant diabetic macular oedema was 37.3%, 5.4% and 9.0% respectively. Treatment coverage for PDR was 60% (of 10 patients) and for CSMO was 17% (of 23 patients). Vision data were available from 122 participants at one site. The proportion with normal vision, reduced vision, impaired vision and blindness was 31.1%, 52.5%, 15.6% and 0.8% respectively. Overall, ungradable monocular image sets (46%) were associated with poorer quality images and missing protocol images (both P < 0.001). Ungradable images for DR were associated with presence of small pupils/media opacities (P < 0.001). Ungradable images for diabetic macular oedema were associated with poorer image quality (P < 0.001), cataracts (P < 0.001) and small pupils (P = 0.04). CONCLUSIONS: A high prevalence of DR, CSMO and impaired vision was noted in Indigenous Australians with diabetes. Screening in primary care is feasible, but more effective screening methods are needed.


Subject(s)
Diabetes Mellitus , Diabetic Retinopathy , Vision, Low , Australia/epidemiology , Cross-Sectional Studies , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/therapy , Humans , Mass Screening , Prevalence , Primary Health Care
5.
Telemed J E Health ; 26(12): 1466-1474, 2020 12.
Article in English | MEDLINE | ID: mdl-32004436

ABSTRACT

Background: Historically, fewer than half of American Indians and Alaska Natives (AI/AN) with diabetes received the annual diabetic retinopathy (DR) examination that is considered the minimum standard of care; this rate is similar to that of the general United States (U.S.) population with diabetes. Solution: The Indian Health Service-Joslin Vision Network (IHS-JVN) Teleophthalmology Program in 2000 to increase compliance with DR standards of care among AI/AN through validated, primary care-based telemedicine. The IHS-JVN provides remote diagnosis of DR severity, with a report including management recommendations that is returned to the patient's primary care provider. The program conforms with the American Telemedicine Association (ATA) Practice Guidelines for Ocular Telehealth-Diabetic Retinopathy. Outcomes: The IHS-JVN has been expanding incrementally since the first patients were recruited in 2000; this expansion coincides with large improvements in the annual DR examination rates reported as part of local, regional, and national regulatory compliance under the Government Performance and Results Act (GPRA). Currently, with 99 clinical implementations in 23 states, IHS-JVN is the largest primary care-based ATA validation category three telemedicine program in the U.S. Summary: This article describes the program's workflow, imaging and reading technologies, diagnostic protocols, reports to providers, training, quality assurance processes, and geographical distribution. In addition to its clinical use, the program has been utilized in research on utilization of diabetic eye care, cost-effectiveness, technology development, and DR epidemiology of the AI/AN population. Potential next steps for this program are discussed.


Subject(s)
Diabetes Mellitus , Diabetic Retinopathy , Ophthalmology , Telemedicine , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/therapy , Humans , Primary Health Care , United States , United States Indian Health Service
6.
PLoS One ; 13(6): e0198551, 2018.
Article in English | MEDLINE | ID: mdl-29924846

ABSTRACT

BACKGROUND: Diabetes and its complications are more common in American Indians and Alaska Natives (AI/AN) than other US racial/ethnic populations. Prior reports of diabetic retinopathy (DR) prevalence in AI/AN are dated, and research on diabetic macular edema (DME) is limited. This study characterizes the recent prevalence of DR and DME in AI/AN using primary care-based teleophthalmology surveillance. METHODS: This is a multi-site, clinic-based, cross-sectional study of DR and DME. The sample is composed of AI /AN patients with diabetes (n = 53,998), served by the nationally distributed Indian Health Service-Joslin Vision Network Teleophthalmology Program (IHS-JVN) in primary care clinics of US Indian Health Service (IHS), Tribal, and Urban Indian health care facilities (I/T/U) from 1 November 2011 to 31 October 2016. Patients were recruited opportunistically for a retinal examination using the IHS-JVN during their regular diabetes care. The IHS-JVN used clinically validated, non-mydriatic, retinal imaging and retinopathy assessment protocols to identify the severity levels of non-proliferative diabetic retinopathy (NPDR), proliferative diabetic retinopathy (PDR), DME, and sight threatening retinopathy (STR; a composite measure). Key social-demographic (age, gender, IHS area), diabetes-related health (diabetes therapy, duration of diabetes, A1c), and imaging technology variables were examined. The analysis calculated frequencies and percentages of severity levels of disease. RESULTS: Prevalence of any NPDR, PDR, DME, and STR among AI/AN patients undergoing DR teleophthalmology surveillance by IHS-JVN was 17.7%, 2.3%, 2.3%, and 4.2%, respectively. Prevalence was lowest in Alaska and highest among patients with A1c >/ = 8%, duration of diabetes > 10 years, or using insulin. CONCLUSIONS: Prevalence of DR in this cohort was approximately half that in previous reports for AI/AN, and prevalence of DME was less than that reported in non-AI/AN populations. A similar reduction in diabetes related end-stage renal disease in the same population and time period has been reported by other researchers. Since these two diabetic complications share a common microvasculopathic mechanism, this coincident change in prevalence may also share a common basis, possibly related to improved diabetes management.


Subject(s)
Diabetic Retinopathy/epidemiology , Macular Edema/epidemiology , Ophthalmology/organization & administration , Primary Health Care/organization & administration , Telemedicine/organization & administration , Adult , Age Factors , Aged , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/ethnology , Diabetic Retinopathy/ethnology , Female , Fundus Oculi , Genetic Predisposition to Disease , Glycated Hemoglobin/analysis , Humans , Indians, North American , Lasers , Macular Edema/ethnology , Male , Middle Aged , Ophthalmoscopy/methods , Photography/methods , Population Surveillance , Prevalence , Retrospective Studies , Selection Bias , United States/epidemiology
7.
BMC Health Serv Res ; 17(1): 13, 2017 01 05.
Article in English | MEDLINE | ID: mdl-28056974

ABSTRACT

BACKGROUND: Despite substantial investment in detection, early intervention and evidence-based treatments, current management strategies for diabetes-associated retinopathy and cardiovascular disease are largely based on real-time and face-to-face approaches. There are limited data re telehealth facilitation in type 2 diabetes management. Therefore, we aim to investigate efficacy of telehealth facilitation of diabetes and cardiovascular disease care in high-risk vulnerable Aboriginal and Torres Strait Islanders in remote/very remote Australia. METHODS: Using a pre-post intervention design, 600 Indigenous Australians with type 2 diabetes will be recruited from three primary-care health-services in the Northern Territory. Diabetes status will be based on clinical records. There will be four technological interventions: 1. Baseline retinal imaging [as a real-time patient education/engagement tool and telehealth screening strategy]. 2. A lifestyle survey tool administered at ≈ 6-months. 3. At ≈ 6- and 18-months, an electronic cardiovascular disease and diabetes decision-support tool based on current guidelines in the Standard Treatment Manual of the Central Australian Rural Practitioner's Association to generate clinical recommendations. 4. Mobile tablet technology developed to enhance participant engagement in self-management. Data will include: Pre-intervention clinical and encounter-history data, baseline retinopathy status, decision-support and survey data/opportunistic mobile tablet encounter data. The primary outcome is increased participant adherence to clinical appointments, a marker of engagement and self-management. A cost-benefit analysis will be performed. DISCUSSION: Remoteness is a major barrier to provision and uptake of best-practice chronic disease management. Telehealth, beyond videoconferencing of consultations, could facilitate evidence-based management of diabetes and cardiovascular disease in Indigenous Australians and serve as a model for other conditions. TRIAL REGISTRATION: Australia and New Zealand Clinical Trials Register (ANZCTR): ACTRN 12616000370404 was retrospectively registered on 22/03/2016.


Subject(s)
Cardiovascular Diseases/therapy , Diabetes Mellitus, Type 2/therapy , Telemedicine/standards , Australia/ethnology , Cardiovascular Diseases/ethnology , Chronic Disease , Cost-Benefit Analysis , Diabetes Mellitus, Type 2/ethnology , Female , Health Services, Indigenous/organization & administration , Health Services, Indigenous/standards , Humans , Male , Native Hawaiian or Other Pacific Islander/ethnology , New Zealand , Northern Territory , Primary Health Care/organization & administration , Primary Health Care/standards , Program Evaluation , Research Design , Rural Health , Self Care/methods , Social Support , Telemedicine/organization & administration , Videoconferencing/organization & administration , Videoconferencing/standards
8.
Diabetes Care ; 38(4): 561-7, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25633661

ABSTRACT

OBJECTIVE: To compare usual diabetes care (UDC) to a comprehensive diabetes care intervention condition (IC) involving an Internet-based "diabetes dashboard" management tool used by clinicians. RESEARCH DESIGN AND METHODS: We used a parallel-group randomized design. Diabetes nurses, diabetes dietitians, and providers used the diabetes dashboard as a clinical decision support system to deliver a five-visit, 6-month intervention to 199 poorly controlled (HbA1c >7.5% [58 mmol/mol]) Latino type 2 diabetic (T2D) patients (mean age 55 years, 60% female) at urban community health centers. We compared this intervention to an established, in-house UDC program (n = 200) for its impact on blood glucose control and psychosocial outcomes. RESULTS: Recruitment and retention rates were 79.0 and 88.5%, respectively. Compared with UDC, more IC patients reached HbA1c targets of <7% (53 mmol/mol; 15.8 vs. 7.0%, respectively, P < 0.01) and <8% (64 mmol/mol; 45.2 vs. 25.3%, respectively, P < 0.001). In multiple linear regression adjusting for baseline HbA1c, adjusted mean ± SE HbA1c at follow-up was significantly lower in the IC compared with the UDC group (P < 0.001; IC 8.4 ± 0.10%; UDC 9.2 ± 0.10%). The results showed lower diabetes distress at follow-up for IC patients (40.4 ± 2.1) as compared with UDC patients (48.3 ± 2.0) (P < 0.01), and also lower social distress (32.2 ± 1.3 vs. 27.2 ± 1.4, P < 0.01). There was a similar, statistically significant (P < 0.01) improvement for both groups in the proportion of patients moving from depressed status at baseline to nondepressed at follow-up (41.8 vs. 40%; no significance between groups). CONCLUSIONS: The diabetes dashboard intervention significantly improved diabetes-related outcomes among Latinos with poorly controlled T2D compared with a similar diabetes team condition without access to the diabetes dashboard.


Subject(s)
Comprehensive Health Care/methods , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/therapy , Hispanic or Latino , Internet , Adult , Aged , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/blood , Female , Hispanic or Latino/statistics & numerical data , Humans , Male , Middle Aged , Patient Care Team/organization & administration , Patient Care Team/standards , Self Care/standards , Self Care/statistics & numerical data , Standard of Care , Treatment Outcome , Urban Population/statistics & numerical data
10.
Telemed J E Health ; 18(7): 492-9, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22827402

ABSTRACT

PURPOSE: To compare agreement between diagnosis of clinical level of diabetic retinopathy (DR) and diabetic macular edema (DME) derived from nonmydriatic fundus images using a digital camera back optimized for low-flash image capture (MegaVision) compared with standard seven-field Early Treatment Diabetic Retinopathy Study (ETDRS) photographs and dilated clinical examination. Subject comfort and image acquisition time were also evaluated. SUBJECTS AND METHODS: In total, 126 eyes from 67 subjects with diabetes underwent Joslin Vision Network nonmydriatic retinal imaging. ETDRS photographs were obtained after pupillary dilation, and fundus examination was performed by a retina specialist. RESULTS: There was near-perfect agreement between MegaVision and ETDRS photographs (κ=0.81, 95% confidence interval [CI] 0.73-0.89) for clinical DR severity levels. Substantial agreement was observed with clinical examination (κ=0.71, 95% CI 0.62-0.80). For DME severity level there was near-perfect agreement with ETDRS photographs (κ=0.92, 95% CI 0.87-0.98) and moderate agreement with clinical examination (κ=0.58, 95% CI 0.46-0.71). The wider MegaVision 45° field led to identification of nonproliferative changes in areas not imaged by the 30° field of ETDRS photos. Field area unique to ETDRS photographs identified proliferative changes not visualized with MegaVision. Mean MegaVision acquisition time was 9:52 min. After imaging, 60% of subjects preferred the MegaVision lower flash settings. CONCLUSIONS: When evaluated using a rigorous protocol, images captured using a low-light digital camera compared favorably with ETDRS photography and clinical examination for grading level of DR and DME. Furthermore, these data suggest the importance of more extensive peripheral images and suggest that utilization of wide-field retinal imaging may further improve accuracy of DR assessment.


Subject(s)
Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 2/complications , Diabetic Retinopathy/diagnosis , Image Processing, Computer-Assisted/instrumentation , Macular Edema/diagnosis , Photography/methods , Adult , Aged , Aged, 80 and over , Female , Fundus Oculi , Humans , Male , Middle Aged , Ophthalmoscopy , Telemedicine/methods , Young Adult
11.
Clin Exp Optom ; 95(3): 311-27, 2012 May.
Article in English | MEDLINE | ID: mdl-22594547

ABSTRACT

Teleretinal/teleophthalmological programs that use existing health information technology infrastructure solutions for people with diabetes increase access to and adherence to appropriate eye care. Teleophthalmological studies indicate that the single act of patients viewing their own retinal images improves self-management behaviour and clinical outcomes. In some settings this can be done at lower cost and with improved visual outcomes compared with standard eye care. Cost-effective and sustainable teleretinal surveillance for detection of diabetic retinopathy requires a combination of an inexpensive portable device for taking low light-level retinal images without the use of pharmacological dilation of the pupil and a computer-assisted methodology for rapidly detecting and diagnosing diabetic retinopathy. A more holistic telehealth-care paradigm augmented with the use of health information technology, medical devices, mobile phone and mobile health applications and software applications to improve health-care co-ordination, self-care management and education can significantly impact a broad range of health outcomes, including prevention of diabetes-associated visual loss. This approach will require a collaborative, transformational, patient-centred health-care program that integrates data from medical record systems with remote monitoring of data and a longitudinal health record. This includes data associated with social media applications and personal mobile health technology and should support continuous interactions between the patient, health-care team and the patient's social environment. Taken together, this system will deliver contextually and temporally relevant decision support to patients to facilitate their well-being and to reduce the risk of diabetic complications.


Subject(s)
Diabetic Retinopathy/prevention & control , Telemedicine/methods , Cost-Benefit Analysis , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/therapy , Humans , Patient Education as Topic , Self Care , Social Media
12.
Diabetes Technol Ther ; 14(6): 515-22, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22385213

ABSTRACT

BACKGROUND: Early Treatment Diabetic Retinopathy Study (ETDRS) seven-standard-field color stereoscopic retinal photography (ETDRS photos) has been a gold standard for determining diabetic retinopathy (DR) severity. The Automated Retinal Imaging System (ARIS™, model 110, Visual Pathways, Inc., Prescott, AZ) acquires seven-sequential color stereoscopic digital images (ARIS images) by a semiautomated technician-run process generally corresponding to ETDRS photos. We assessed the correlation between a single semiautomated ARIS imaging session without any re-imaging and ETDRS photos performed by a certified photographer for the determination of DR severity. METHODS: Two independent masked readers graded mydriatic ARIS images and ETDRS photos. A third masked retinal specialist adjudicated discrepancies. Correlation between the two modalities was compared using weighted-κ statistics. RESULTS: We evaluated 211 eyes of 106 patients with varying levels of DR. Partially ungradable images were present in 3.4% of ETDRS photos versus 31.8% of ARIS images. Exact agreement and agreement within one level between ETDRS photos and ARIS images using only completely gradable image sets occurred in 69% (κ=0.81) and 90% of cases, respectively. Exact agreement for clinically significant macular edema was 92.1% (κ=0.59). There was 100% agreement for eyes with high-risk proliferative DR. Within one level of DR severity, 100% agreement occurred for the following: questionable nonproliferative DR (NPDR), moderate NPDR, and severe NPDR. CONCLUSIONS: Results suggest that semiautomated ARIS images compare favorably with ETDRS photos when full image sets can be obtained; however, partially ungradable image sets occurred almost 10 times more frequently with ARIS images than with ETDRS photos. In the two-thirds of cases where ARIS images can be utilized, ARIS can obtain retinal images comparable to ETDRS photos while requiring less highly trained personnel than generally needed for standard ETDRS photos.


Subject(s)
Diabetic Retinopathy/diagnosis , Diagnostic Techniques, Ophthalmological/instrumentation , Photography/methods , Retina/pathology , Adult , Aged , Depth Perception , Diabetic Retinopathy/physiopathology , Female , Humans , Male , Middle Aged , Observer Variation , Reproducibility of Results , Sensitivity and Specificity , Severity of Illness Index , Signal Processing, Computer-Assisted
13.
Telemed J E Health ; 17(10): 814-37, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21970573

ABSTRACT

Ocular telemedicine and telehealth have the potential to decrease vision loss from DR. Planning, execution, and follow-up are key factors for success. Telemedicine is complex, requiring the services of expert teams working collaboratively to provide care matching the quality of conventional clinical settings. Improving access and outcomes, however, makes telemedicine a valuable tool for our diabetic patients. Programs that focus on patient needs, consider available resources, define clear goals, promote informed expectations, appropriately train personnel, and adhere to regulatory and statutory requirements have the highest chance of achieving success.


Subject(s)
Diabetic Retinopathy/diagnosis , Health Policy , Telemedicine/methods , Diabetic Retinopathy/pathology , Guideline Adherence , Humans , Program Development , Program Evaluation , Telemedicine/instrumentation , Telemedicine/organization & administration , United States
14.
Diabetes Educ ; 37(5): 680-8, 2011.
Article in English | MEDLINE | ID: mdl-21918206

ABSTRACT

Technology and improved care coordination models can help diabetes educators and providers meet national care standards and provide culturally sensitive diabetes education that may improve diabetes outcomes. The purpose of the study was to evaluate the clinical usefulness of a nurse-led diabetes care program (Comprehensive Diabetes Management Program, CDMP) for poorly controlled Hispanic type 2 diabetes (T2DM) patients in an urban community health center setting. Patients were randomized to the intervention condition (IC; n = 21) or an attention control condition (AC; n = 18). IC and AC conditions were compared on rates of adherence to national clinical practice guidelines (blood glucose, blood pressure, foot exam, eye exam), and levels of diabetes distress, depression, and treatment satisfaction. IC patients had a significant improvement in A1C from baseline to 12-month follow-up compared with AC (-1.6% ± 1.4% versus -0.6% ± 1.1%; P = .01). The proportion of IC patients meeting clinical goals at follow-up tended to be higher than AC for A1c (IC = 45%; AC = 28%), systolic blood pressure (IC = 55%; AC = 28%), eye screening (IC = 91%; AC = 78%), and foot screening, (IC = 86%; AC = 72%). Diabetes distress and treatment satisfaction also showed greater improvement for IC than AC (P = .05 and P = .06, respectively), with no differences for depression. The CDMP intervention was more effective than an attention control condition in helping patients meet evidence-based guidelines for diabetes care.


Subject(s)
Diabetes Mellitus, Type 2/nursing , Disease Management , Hispanic or Latino , Patient Compliance/ethnology , Self Care , Adult , Aged , Aged, 80 and over , Community Health Centers , Diabetes Mellitus, Type 2/ethnology , Diabetic Retinopathy/prevention & control , Hispanic or Latino/psychology , Humans , Mass Screening , Massachusetts , Middle Aged , Patient Compliance/psychology , Poverty , Self Care/psychology , Telenursing , Therapy, Computer-Assisted , Urban Population
15.
J Biomed Inform ; 43(5 Suppl): S17-S21, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20937479

ABSTRACT

Behaviors carried out by the person with diabetes (e.g., healthy eating, physical activity, judicious use of medication, glucose monitoring, coping and problem-solving, regular clinic visits, etc.) are of central importance in diabetes management. To assist with these behaviors, we developed a prototype PHA for diabetes self-management that was based on User-Centered Design principles and congruent with the anticipatory vision of Project Health Design (PHD). This article presents aspects of the prototype PHA's functionality as conceived under PHD and describes modifications to the PHA now being undertaken under new sponsorship, in response to user feedback and timing tests we have performed. In brief, the prototype Personal Health Application (PHA) receives data on the major diabetes management domains from a Personal Health Record (PHR) and analyzes and provides feedback based on clinically vetted educational content. The information is presented within "gadgets" within a portal-based website. The PHR used for the first implementation was the Common Platform developed by PHD. Key changes include a re-conceptualization of the gadgets by topic areas originally defined by the American Association of Diabetes Educators, a refocusing on low-cost approaches to diabetes monitoring and data entry, and synchronization with a new PHR, Microsoft® HealthVault™.


Subject(s)
Diabetes Mellitus/therapy , Disease Management , Health Records, Personal , Internet , Medical Informatics Applications , Telemedicine/methods , Activities of Daily Living , Humans , Self Care , Software
16.
Telemed J E Health ; 16(4): 480-9, 2010 May.
Article in English | MEDLINE | ID: mdl-20455776

ABSTRACT

OBJECTIVE: The aim of this project is to create a prototype for a personal health application (PHA) for patients (i.e., consumers) with diabetes by employing a user-centered design process. This article describes the design process for and resulting architecture, workflow, and functionality of such a PHA. MATERIALS AND METHODS: For the design process, we conducted focus groups with people who have diabetes (n = 21) to ascertain their needs for a PHA. We then developed a prototype in response to these needs, and through additional focus groups and step-by-step demonstrations for people with diabetes as well as healthcare providers, we obtained feedback about the prototype. The feedback led to changes in the PHA's presentation and function. RESULTS: Focus group participants said they wanted a tool that could give them timely, readily available information on how diabetes-related domains interact, how their behaviors affect them, and what to do next. Thus, the prototype PHA is Internet-based, retrieves data for diabetes self-management from a personal health record, displays those data using gadgets in the consumer's iGoogle page, and makes the data available to a decision-support component that provides lifestyle-oriented advice. Manipulation of the data enables consumers to anticipate the results of future actions and to see interrelationships. CONCLUSIONS: A user-centered design process resulted in a PHA that uses technology that is publicly available, employs a personal health record, and is Internet based. This PHA can provide the backbone for a decision support system that can bring together the cornerstones of diabetes self-management and integrate them into the life of the person with diabetes.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Health Records, Personal , Search Engine , Self Care , Telemedicine/organization & administration , Computer Systems , Decision Support Techniques , Disease Management , Focus Groups , Glycated Hemoglobin , Humans , Medical Records Systems, Computerized/organization & administration , Middle Aged , Patient Education as Topic , Qualitative Research , Software Design , United States , User-Computer Interface
17.
Hypertension ; 53(2): 175-81, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19124682

ABSTRACT

Hypertension is a leading risk factor for the development and progression of diabetic retinopathy and contributes to a variety of other retinal diseases in the absence of diabetes mellitus. Inhibition of the renin-angiotensin system has been shown to provide beneficial effects against diabetic retinopathy, both in the absence and presence of hypertension, suggesting that angiotensin II (Ang II) and the Ang II type 1 receptor may contribute to retinal vascular dysfunction. We investigated the effects of the Ang II type 1 receptor antagonist candesartan on retinal vascular permeability (RVP) in normotensive rats with streptozotocin-induced diabetes mellitus and in rats with Ang II-induced hypertension. We showed that candesartan treatment decreased diabetes mellitus- and Ang II-stimulated RVP by 58% (P<0.05) and 79% (P<0.05), respectively, compared with untreated controls, suggesting that activation of the Ang II type 1 receptor contributes to blood-retinal barrier dysfunction. We found that plasma kallikrein levels are increased in the retina of rats with Ang II-stimulated hypertension and that intravitreal injection of either plasma kallikrein or bradykinin is sufficient to increase RVP. We showed that a novel small molecule inhibitor of plasma kallikrein, 1-benzyl-1H-pyrazole-4-carboxylic acid 4-carbamimidoyl-benzylamide, delivered systemically via a subcutaneous pump, decreased Ang II-stimulated RVP by 70% (P<0.05) and ameliorates Ang II-induced hypertension, measured from the carotid artery by telemetry, but did not reduce Ang II-induced retinal leukostasis. These findings demonstrate that activation of the Ang II type 1 receptor increases RVP and suggest that systemic plasma kallikrein inhibition may provide a new therapeutic approach for ameliorating blood-retinal barrier dysfunction induced by hypertension.


Subject(s)
Blood-Retinal Barrier/physiology , Capillary Permeability/physiology , Kallikreins/blood , Receptor, Angiotensin, Type 1/physiology , Retinal Artery/physiology , Angiotensin II/adverse effects , Angiotensin II/pharmacology , Angiotensin II Type 1 Receptor Blockers/pharmacology , Animals , Benzimidazoles/pharmacology , Biphenyl Compounds , Blood-Retinal Barrier/drug effects , Capillary Permeability/drug effects , Diabetes Mellitus, Experimental/physiopathology , Diabetic Retinopathy/blood , Diabetic Retinopathy/physiopathology , Disease Models, Animal , Hypertension/blood , Hypertension/chemically induced , Hypertension/physiopathology , Kinins/blood , Male , Rats , Rats, Sprague-Dawley , Streptozocin , Tetrazoles/pharmacology
18.
Diabetes Technol Ther ; 10(1): 16-24, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18275359

ABSTRACT

BACKGROUND: Research suggests Internet-based care management tools are associated with improvements in care and patient outcomes. However, although such tools change workflow, rarely is their usability addressed and reported. This article presents a usability study of an Internet-based informatics application called the Comprehensive Diabetes Management Program (CDMP), developed by content experts and technologists. Our aim is to demonstrate a process for conducting a usability study of such a tool and to report results. METHODS: We conducted the usability test with six diabetes care providers under controlled conditions. Each provider worked with the CDMP in a single session using a "think aloud" process. Providers performed standardized tasks with fictitious patient data, and we observed how they approached these tasks, documenting verbalizations and subjective ratings. The providers then completed a usability questionnaire and interviews. RESULTS: Overall, the scores on the usability questionnaire were neutral to favorable. For specific subdomains of the questionnaire, the providers' reported problems with the application's ease of use, performance, and support features, but were satisfied with its visual appeal and content. The results from the observational and interview data indicated areas for improvement, particularly in navigation and terminology. CONCLUSIONS: The usability study identified several issues for improvement, confirming the need for usability testing of Internet-based informatics applications, even those developed by experts. To our knowledge, there have been no other usability studies of an Internet-based informatics application with the functionality of the CDMP. Such studies can form the foundation for translation of Internet-based medical informatics tools into clinical practice.


Subject(s)
Diabetes Mellitus/therapy , Health Personnel/education , Informatics/methods , Internet , Disease Management , Humans , Informatics/standards , Surveys and Questionnaires , User-Computer Interface
19.
Telemed J E Health ; 13(6): 635-44, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18092923

ABSTRACT

Several studies suggest that telehealth eye care programs that combine retinal imaging, education, and some care management can improve patient adherence to annual, comprehensive eye examinations and follow-up treatments. Little is known, however, about whether such programs relate to other, more distal outcomes that affect diabetic eye disease, such as blood glucose control. This paper assesses the relationship of participation in a diabetes telehealth eye care program with standard, face-to-face eye care as well as improvements in other diabetes-related health outcomes. We conducted a retrospective study using data from electronic medical records of Joslin Diabetes Center (n=13,752). The data span 2 years: baseline and follow-up. Subjects' eye care groups were no eye care, eye care outside of the clinic, standard eye care at the clinic, or participation in the Joslin Vision Network telehealth eye care program. We analyzed the relationship of participation in the telehealth eye care program at baseline to follow-up eye care groups and changes in hemoglobin A1c, low density lipoprotein levels, and systolic blood pressure. The results show that participation in the telehealth eye care program was significantly correlated with whether subjects later obtained standard eye care, improvement in hemoglobin A1c, and improvement in low density lipoprotein. Thus, telehealth eye care programs that incorporate evaluation, education, and care planning are related to use of recommended eye care and improvements in certain diabetes-related health outcomes. Such programs can address the many aspects of care necessary to reduce risk of vision loss due to diabetic retinopathy and other diabetes-related complications. Future research might test hypotheses suggested by sociological and psychological theories regarding causation between participation in a telehealth eye care program and other diabetes care.


Subject(s)
Diabetes Mellitus/therapy , Diabetic Retinopathy/prevention & control , Telemedicine/organization & administration , Disease Management , Female , Glycated Hemoglobin/analysis , Humans , Lipoproteins/blood , Male , Middle Aged , Patient Education as Topic/methods , Retrospective Studies
20.
Microcirculation ; 14(1): 49-61, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17365661

ABSTRACT

OBJECTIVE: This is a review of work focused on characterizing retinal blood flow in diabetes. The review describes results on validation of the methodology for retinal blood flow measurements, the mechanisms of action of various factors that contribute to abnormalities in retinal blood flow in diabetic rodent models, and the translation of these results to clinical studies demonstrating the effectiveness of different therapeutic agents in normalizing retinal blood flow abnormalities in patients with diabetes. METHODS: Retinal blood flow measurements were performed using video fluorescein angiography, a methodology that is based on the measurement of fluorescein dye circulation times through the retinal circulation. RESULTS: The results of a number of experiments are summarized, detailing the effects of hyperglycemia and the roles of factors such as protein kinase C activation, endothelin-1 and endothelin-3, angiotensin-II, and nitric oxide in the development of retinal blood flow abnormalities in diabetes. CONCLUSION: The measurement of retinal blood flow both in animals and in clinical trials using the same retinal blood flow measurement methodology can provide a valuable method of quantitation allowing characterization of physiological effects and their association with metabolic alterations in diabetes and their effects on the development and incidence of microvascular complications.


Subject(s)
Diabetic Retinopathy/physiopathology , Regional Blood Flow/physiology , Retinal Vessels/physiology , Angiography , Animals , Humans
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