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Primary open-angle glaucoma (POAG), the leading cause of irreversible blindness worldwide, disproportionately affects individuals of African ancestry. We conducted a genome-wide association study (GWAS) for POAG in 11,275 individuals of African ancestry (6,003 cases; 5,272 controls). We detected 46 risk loci associated with POAG at genome-wide significance. Replication and post-GWAS analyses, including functionally informed fine-mapping, multiple trait co-localization, and in silico validation, implicated two previously undescribed variants (rs1666698 mapping to DBF4P2; rs34957764 mapping to ROCK1P1) and one previously associated variant (rs11824032 mapping to ARHGEF12) as likely causal. For individuals of African ancestry, a polygenic risk score (PRS) for POAG from our mega-analysis (African ancestry individuals) outperformed a PRS from summary statistics of a much larger GWAS derived from European ancestry individuals. This study quantifies the genetic architecture similarities and differences between African and non-African ancestry populations for this blinding disease.
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Estudio de Asociación del Genoma Completo , Glaucoma de Ángulo Abierto , Humanos , Predisposición Genética a la Enfermedad , Glaucoma de Ángulo Abierto/genética , Población Negra/genética , Polimorfismo de Nucleótido Simple/genéticaRESUMEN
Genetic studies must enroll large numbers of participants to obtain adequate statistical power. Data are needed on how researchers can best use limited financial and practical resources to achieve these targets, especially in under-represented populations. This paper provides a retrospective analysis of the recruitment strategies for a large glaucoma genetics study in African Americans. The Primary Open-Angle African American Glaucoma Genetics study enrolled 10,192 African American subjects from the Philadelphia region. Major recruitment approaches included clinic enrollment from University of Pennsylvania (UPenn) sites, clinic enrollment from external sites, sampling of Penn Medicine Biobank (PMBB), and community outreach. We calculated the enrollment yield, cost per subject, and seasonal trends of these approaches. The majority (65%) of subject were enrolled from UPenn sites with an average cost of $133/subject. Over time, monthly case enrollment declined as the pool of eligible subjects was depleted. Expanding to external sites boosted case numbers ($129/subject) and the biobank provided additional controls at low cost ($5/subject), in large part due to the generosity of PMBB providing samples free of cost. Community outreach was costly with low return on enrollment ($978/subject for 220 subjects). Summer months (Jun-Aug) produced the highest recruitment yields (p<0.001). Genetic studies will benefit from a multi-pronged and culturally sensitive recruitment approach. In our experience, the biobank was most cost-effective for control enrollment, while recruitment from clinics (including expansion to new sites) was necessary to recruit fully phenotyped cases.
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INTRODUCTION: Artificial intelligence (AI) diabetic retinopathy (DR) software has the potential to decrease time spent by clinicians on image interpretation and expand the scope of DR screening. We performed a retrospective review to compare Eyenuk's EyeArt software (Woodland Hills, CA) to Temple Ophthalmology optometry grading using the International Classification of Diabetic Retinopathy scale. METHODS: Two hundred and sixty consecutive diabetic patients from the Temple Faculty Practice Internal Medicine clinic underwent 2-field retinal imaging. Classifications of the images by the software and optometrist were analyzed using sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and McNemar's test. Ungradable images were analyzed to identify relationships with HbA1c, age, and ethnicity. Disagreements and a sample of 20% of agreements were adjudicated by a retina specialist. RESULTS: On patient level comparison, sensitivity for the software was 100%, while specificity was 77.78%. PPV was 19.15%, and NPV was 100%. The 38 disagreements between software and optometrist occurred when the optometrist classified a patient's images as non-referable while the software classified them as referable. Of these disagreements, a retina specialist agreed with the optometrist 57.9% the time (22/38). Of the agreements, the retina specialist agreed with both the program and the optometrist 96.7% of the time (28/29). There was a significant difference in numbers of ungradable photos in older patients (≥60) vs younger patients (<60) (p=0.003). CONCLUSIONS: The AI program showed high sensitivity with acceptable specificity for a screening algorithm. The high NPV indicates that the software is unlikely to miss DR but may refer patients unnecessarily.
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Diabetes Mellitus , Retinopatía Diabética , Anciano , Inteligencia Artificial , Retinopatía Diabética/diagnóstico por imagen , Humanos , Tamizaje Masivo/métodos , Fotograbar/métodos , Retina/diagnóstico por imagen , Sensibilidad y Especificidad , Salud UrbanaRESUMEN
INTRODUCTION: Appointment nonadherence is common among people with glaucoma, making it difficult for eye care providers to monitor glaucoma progression. Our objective was to determine whether the use of patient navigators, in conjunction with social worker support, could increase adherence to recommended follow-up eye appointments. METHODS: A randomized, controlled trial evaluated the effectiveness of an intervention that used patient navigators and social workers to improve patient adherence to follow-up eye care compared with usual care. Participants with glaucoma and other eye diseases (N = 344) were identified at primary care clinics in community settings through telemedicine screening of imaging and then randomized to enhanced intervention (EI) or usual care (UC). Data on participants' visits with local ophthalmologists were collected for up to 3 years from randomization. Groups were compared for timely attendance at the first visit with the local ophthalmologist and adherence to recommended follow-up visits. RESULTS: Timely attendance at the first visit was higher for EI than UC (74.4% vs 39.0%; average relative risk [aRR] = 1.85; 95% CI, 1.51-2.28; P < .001). Rates of adherence to recommended annual follow-up during year 1 were 18.6% in the EI group and 8.1% in the usual care group (aRR = 2.08; 95% CI, 1.14-3.76; P = .02). The aRR across years 2 and 3 was 3.92 (95% CI, 1.24-12.43; P = .02). CONCLUSION: An intervention using patient navigators and social workers doubled the rate of adherence to annual recommended follow-up eye care compared with usual care in community settings, and was effective at increasing connections with local ophthalmologists. Interventions to further improve long-term adherence are needed.
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Glaucoma , Telemedicina , Citas y Horarios , Estudios de Seguimiento , Glaucoma/diagnóstico , Humanos , Cooperación del PacienteRESUMEN
BACKGROUND: Using telemedicine for diabetic retinal screening is becoming popular especially amongst at-risk urban communities with poor access to care. The goal of the diabetic telemedicine project at Temple University Hospital is to improve cost-effective access to appropriate retinal care to those in need of close monitoring and/or treatment. METHODS: This will be a retrospective review of 15 months of data from March 2016 to May 2017. We will investigate how many patients were screened, how interpretable the photographs were, how often the photographs generated a diagnosis of diabetic retinopathy (DR) based on the screening photo, and how many patients followed-up for an exam in the office, if indicated. RESULTS: Six-hundred eighty-nine (689) digital retinal screening exams on 1377 eyes of diabetic patients were conducted in Temple's primary care clinic. The majority of the photographs were read to have no retinopathy (755, 54.8%). Among all of the screening exams, 357 (51.8%) triggered a request for a referral to ophthalmology. Four-hundred forty-nine (449, 32.6%) of the photos were felt to be uninterpretable by the clinician. Referrals were meant to be requested for DR found in one or both eyes, inability to assess presence of retinopathy in one or both eyes, or for suspicion of a different ophthalmic diagnosis. Sixty-seven patients (9.7%) were suspected to have another ophthalmic condition based on other findings in the retinal photographs. Among the 34 patients that were successfully completed a referral visit to Temple ophthalmology, there was good concordance between the level of DR detected by their screening fundus photographs and visit diagnosis. CONCLUSIONS: Although a little more than half of the patients did not have diabetic eye disease, about half needed a referral to ophthalmology. However, only 9.5% of the referral-warranted exams actually received an eye exam. Mere identification of referral-warranted diabetic retinopathy and other ophthalmic conditions is not enough. A successful telemedicine screening program must close the communication gap between screening and diagnosis by reviewer to provide timely follow-up by eye care specialists.
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Diabetes Mellitus , Retinopatía Diabética , Telemedicina , Retinopatía Diabética/diagnóstico , Humanos , Tamizaje Masivo , Fotograbar , Atención Primaria de Salud , Estudios RetrospectivosRESUMEN
OBJECTIVES: To determine ocular outcomes and factors associated with adherence to ophthalmic follow-up in a medically underserved population at a single health centre in Philadelphia. DESIGN: Retrospective chart review. PARTICIPANTS: Patients from a community glaucoma screening program. METHODS: Chart review was conducted for participants who received a complete eye examination at the Philadelphia District Health Center 5 between January 1, 2012 and May 31, 2014 within the Philadelphia Glaucoma Detection and Treatment Project. Multivariate logistic regression was used to determine factors related to ophthalmic follow-up adherence. RESULTS: A total of 249 participants completed an eye examination (mean ageâ¯=â¯57.7 ± 6.9 years). Most were African American (nâ¯=â¯220; 88.4%); female (nâ¯=â¯129; 51.8%). Forty-seven participants (18.9%) received glaucoma-related diagnoses, 20 (8.0%) were prescribed ocular medication, and 26 (10.4%) underwent laser therapy. Ninety (36.1%) attended their recommended follow-up eye examination at the health centre. Glaucoma-related diagnosis (p ≤ 0.001), recommendation of a 4- to 6-week follow-up period (p < 0.001), prescribed eye drops (p < 0.001), or received laser therapy (pâ¯=â¯0.047) were factors most predictive of ophthalmic follow-up adherence. CONCLUSIONS: The collaborative effort of eye care providers and health centres offers an important opportunity to detect, treat, and manage glaucoma and other ocular pathology in medically underserved communities. Having a glaucoma-related diagnosis, initiating treatment, and scheduling regular follow-up visits are the most important factors influencing adherence to follow-up eye appointments.
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Servicios de Salud Comunitaria , Glaucoma de Ángulo Abierto/diagnóstico , Glaucoma de Ángulo Abierto/terapia , Cooperación del Paciente/estadística & datos numéricos , Adulto , Cuidados Posteriores , Anciano , Antihipertensivos/uso terapéutico , Servicios de Salud Comunitaria/métodos , Femenino , Estudios de Seguimiento , Glaucoma de Ángulo Abierto/fisiopatología , Humanos , Presión Intraocular/fisiología , Coagulación con Láser , Masculino , Área sin Atención Médica , Persona de Mediana Edad , Philadelphia , Estudios Retrospectivos , Tonometría Ocular , Trabeculectomía , Agudeza VisualRESUMEN
The purpose of this study was to investigate the association between gender and primary open-angle glaucoma (POAG) among African Americans and to assess demographic, systemic, and behavioral factors that may contribute to differences between genders. The Primary Open-Angle African American Glaucoma Genetics (POAAGG) study had a case-control design and included African Americans 35 years and older, recruited from the greater Philadelphia, Pennsylvania. Diagnosis of POAG was based on evidence of both glaucomatous optic nerve damage and characteristic visual field loss. Demographic and behavioral information, history of systemic diseases and anthropometric measurements were obtained at study enrollment. Gender differences in risk of POAG were examined using multivariate logistic regression. A total of 2,290 POAG cases and 2,538 controls were included in the study. The percentage of men among cases was higher than among controls (38.6% vs 30.3%, P<0.001). The subjects' mean age at enrollment was significantly higher for cases compared to controls (70.2±11.3 vs. 61.6±11.8 years, P<0.003). Cases had lower rates of diabetes (40% vs. 46%, P<0.001), higher rates of systemic hypertension (80% vs. 72%, P<0.001), and lower body mass index (BMI) (29.7±6.7 vs. 31.9±7.4, P<0.001) than controls. In the final multivariable model, male gender was significantly associated with POAG risk (OR, 1.64; 95% CI, 1.44-1.87; P<0.001), after adjusting for age, systemic hypertension, diabetes, and BMI. Within the POAAGG study, men were at higher risk of having POAG than women. Pending genetic results from this study will be used to better understand the underlying genetic variations that may account for these differences.
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Negro o Afroamericano/genética , Negro o Afroamericano/estadística & datos numéricos , Glaucoma de Ángulo Abierto/epidemiología , Glaucoma de Ángulo Abierto/genética , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Philadelphia/epidemiología , Factores de Riesgo , Agudeza VisualRESUMEN
The purpose of this study is to investigate the effects of alternate nostril breathing (ANB) and foot reflexology (FR) on lower intraocular pressure (IOP) in patients with ocular hypertension (OHTN). This prospective pilot study recruited 11 patients from 2014 to 2016 from Temple opthamology outpatient clinic. Patients had OHTN with ages of 48-78 years. Patients were excluded if they currently performed ANB or FR, were unable to perform the task, had previous eye surgery or laser, were receiving other complementary and alternative medicine for OHTN, or were unable to complete drug washout period. After a 30-day drug washout, patients were randomly assigned to complete either ANB or FR for 5 min. After instruction, patients completed either ANB or FR, and completed the alternate task 2 weeks later. IOP was measured before the task, immediately after the task, and then every 30 min for 2 h. Decrease in IOP compared with baseline IOP was significant for ANB and FR at all time points. Baseline IOP was 25.86 ± 3.19 mmHg for ANB and 25.41 ± 3.54 mmHg for FR (N = 22 eyes). There was only one significant difference between IOP for the right and left eyes for FR at 120 min. Otherwise, there was no difference between eyes for both ANB and FR. There was a significant decrease in IOP at 30 min post task with IOP decrease of 1.98 ± 1.70 mmHg for ANB and 3.59 ± 1.89 mmHg for FR (both p < 0.0001) and at 60 min post task with IOP decrease of 2.39 ± 2.05 mmHg for ANB and 3.86 ± 1.89 mmHg for FR (both p < 0.0001). The decrease in IOP at 90 and 120 min post task was less but remained significant (p < 0.0001). Both FR and ANB had a small but significant IOP lowering effect. These alternative therapies could serve as possible adjunctive treatments for lowering IOP.
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Ejercicios Respiratorios/métodos , Presión Intraocular/fisiología , Manipulaciones Musculoesqueléticas/métodos , Hipertensión Ocular/terapia , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Proyectos Piloto , Estudios ProspectivosRESUMEN
PRECIS: Intraocular pressure (IOP) measurements, when used during telemedicine eye screening alongside nonmydriatic fundus photography, were shown to improve the likelihood of accurate glaucoma and glaucoma-related diagnoses at the follow-up eye examination. PURPOSE: To determine if IOP measurements, used as an adjunct to nonmydriatic fundus photography, are useful in glaucoma telemedicine screening. MATERIALS AND METHODS: A total of 902 high-risk individuals were screened for glaucoma at 7 primary care practices and 4 Federally Qualified Health Centers using telemedicine. Screening at visit 1 included fundus photography, assessing family history of glaucoma, and IOP measurements using a hand-held rebound tonometer. Participants with suspicious nerve findings for glaucoma, IOP>21 mm Hg or other ocular pathologies were invited for a follow-up appointment with an ophthalmologist (visit 2). RESULTS: Of the 902 individuals screened at visit 1, 19.6% (n=177/902) had elevated IOP (>21 mm Hg). Fifteen participants were found to have an IOP>30 mm Hg at visit 1, including 2 with an IOP of >40 mm Hg. Among all who attended visit 2 (n=347), 10.9% had glaucoma and 7.2% had ocular hypertension. For participants having both suspicious nerve findings and IOP>21 mm Hg compared with those with neither, the odds ratio (OR) of being diagnosed with glaucoma was 4.48 (95% CI, 1.50-13.93; P=0.007), whereas for participants with suspicious discs and IOP≤21 mm Hg the OR was 2.04 (95% CI, 0.83-5.53; P=0.15). CONCLUSIONS: In this telemedicine vision screening setting, having a higher IOP at the screening visit increased the likelihood of receiving a final diagnosis of glaucoma. Therefore, this study supports incorporating IOP measurements, using a portable tonometer, into vision screening programs in high-risk populations.
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Glaucoma/diagnóstico , Presión Intraocular/fisiología , Telemedicina/métodos , Adulto , Anciano , Técnicas de Diagnóstico Oftalmológico , Femenino , Estudios de Seguimiento , Gonioscopía , Humanos , Masculino , Persona de Mediana Edad , Disco Óptico/patología , Enfermedades del Nervio Óptico/diagnóstico , Philadelphia , Fotograbar , Estudios Prospectivos , Tonometría Ocular , Selección VisualRESUMEN
AIMS: To evaluate agreement between ocular findings of a telemedicine eye screening (visit 1) with diagnoses of a comprehensive eye examination (visit 2). METHODS: A primary care practice (PCP)-based telemedicine screening programme incorporating fundus photography, intraocular pressure (IOP) and clinical information was conducted. Eligible individuals were African American, Hispanic/Latino or Asian over the age of 40; Caucasian individuals over age 65; and adults of any ethnicity over age 40 with a family history of glaucoma or diabetes. Participants with abnormal images or elevated IOP were invited back for a complete eye examination. Both visit 1 and visit 2 were conducted at participants' local PCP. Ocular findings at visit 1 and eye examination diagnoses at visit 2 are presented, including a cost analysis. RESULTS: Of 906 participants who attended visit 1, 536 were invited to visit 2 due to ocular findings or unreadable images. Among the 347 (64.9%) who attended visit 2, 280 (80.7%) were diagnosed with at least one ocular condition. Participants were predominately women (59.9%) and African American (65.6%), with a mean age (±SD) of 60.6±11.0 years. A high diagnostic confirmation rate (86.0%) was found between visit 1 and visit 2 for any ocular finding. Of 183 with suspicious nerves at visit 1, 143 (78.1%) were diagnosed as glaucoma or glaucoma suspects at visit 2. CONCLUSIONS: This screening model may be adapted and scaled nationally and internationally. Referral to an ophthalmologist is warranted if abnormal or unreadable fundus images are detected or IOP is >21 mm Hg. TRIAL REGISTRATION NUMBER: NCT02390245.
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Glaucoma de Ángulo Abierto/diagnóstico , Examen Físico/métodos , Telemedicina/métodos , Adulto , Anciano , Anciano de 80 o más Años , Presión Sanguínea/fisiología , Técnicas de Diagnóstico Oftalmológico , Femenino , Estudios de Seguimiento , Glaucoma de Ángulo Abierto/fisiopatología , Humanos , Presión Intraocular/fisiología , Masculino , Persona de Mediana Edad , Hipertensión Ocular/diagnóstico , Hipertensión Ocular/fisiopatología , Philadelphia , Fotograbar , Tonometría Ocular , Agudeza Visual/fisiologíaRESUMEN
Mitochondrial dysfunction has been implicated in the pathogenesis of primary open-angle glaucoma (POAG). However, the potential significance of mitochondrial DNA (mtDNA) haplogroups to POAG has not been evaluated in the overaffected African American population. To investigate the association of mtDNA haplogroups with POAG and its phenotypic characteristics, genotyping data from 4081 African American subjects (1919 cases and 2162 controls) was analyzed using 1293 positions on mtDNA. The overall frequency of mtDNA haplogroups in the Primary Open-Angle African American Glaucoma Genetics (POAAGG) study cohort was 37% L3, 29% L2, 21% L1, 4% L0, and 10% non-African haplogroups (non-L). When all haplogroups (L0, L1, L2, and non-L) were compared against theL3 reference group, after adjusting by age and principal component of ancestry, the non-L3 haplogroups showed higher risk of POAG (OR-1.19, pâ¯=â¯0.02), with a particularly strong association among males (ORâ¯=â¯1.41, pâ¯=â¯0.003). More specifically the non-L group was associated with higher POAG risk than the L3 haplogroup (ORâ¯=â¯1.77, pâ¯=â¯0.007, Bonferroni adjusted pâ¯=â¯0.027) and to the L3e (nâ¯=â¯256, ORâ¯=â¯1.92, pâ¯=â¯0.007, Bonferroni adjusted pâ¯=â¯0.029). No significant association was found when genders were analyzed together or in female only analysis. There were no significant differences in various POAG endophenotypes across mtDNA haplogroups. This study expands our knowledge of mitochondrial genetics and mtDNA haplogroup associations in African American POAG. Further work is needed to better understand the functional role of mtDNA polymorphisms and their interactions with nuclear genes that affect POAG.
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ADN Mitocondrial/genética , Glaucoma de Ángulo Abierto/genética , Haplotipos/genética , Adulto , Negro o Afroamericano , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Oportunidad RelativaRESUMEN
PURPOSE: To report a case of asymmetric bilateral optic neuropathy in a patient receiving tacrolimus for immunosuppression after kidney transplantation with subsequent stroke-like symptoms of posterior reversible encephalopathy syndrome (PRES). METHOD: Case report. In a 54-year-old Hispanic male receiving tacrolimus after orthotropic kidney transplantation, serial ophthalmologic examinations, laboratory studies, and imaging were performed. RESULTS: The patient had deterioration of vision in the left eye with subclinical optic neuropathy in the right eye, with clinical features resembling ischemic optic neuropathy. Additionally, he developed a change in mental state with weakness of extremities. After the cessation of tacrolimus, the visual loss remained but the other neurologic symptoms resolved. CONCLUSION: Tacrolimus may be associated with optic neuropathy and PRES at the initial presentation to an ophthalmologist.
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Blindness from glaucoma can be prevented by early detection and treatment. Telemedicine improves access to treatment in high-risk populations that face barriers to receiving adequate ophthalmic care. We used a practice-based telemedicine screening model at two health centers. Telemedicine imaging of the fundus and optic nerve, followed by a complete eye exam at the same location for participants with abnormal findings, unreadable images, or ocular hypertension (OHTN), was performed. A total of 182 participants were screened, of whom 108 qualified for a complete eye exam. Of these, 62 (34.1%) had abnormal images, 12 (6.6%) had OHTN, and 34 (18.7%) had unreadable images. Eighty-nine of the 108 (82%) returned for the complete eye exam. Predominantly, participants were African American with glaucoma suspect and cataract. Screening location was an important factor for follow-up. Assessment of the fundus and optic disc using telemedicine resulted in early detection of glaucoma and other ocular pathology.
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Catarata/diagnóstico , Técnicas de Diagnóstico Oftalmológico , Glaucoma/diagnóstico , Tamizaje Masivo/organización & administración , Telemedicina/organización & administración , Adulto , Anciano , Anciano de 80 o más Años , Catarata/etnología , Diabetes Mellitus/etnología , Femenino , Estudios de Seguimiento , Glaucoma/etnología , Humanos , Hipertensión/etnología , Masculino , Persona de Mediana Edad , Hipertensión Ocular/diagnóstico , Satisfacción del Paciente , Philadelphia , Atención Primaria de Salud/organización & administración , Estudios Prospectivos , Grupos Raciales , Factores SocioeconómicosRESUMEN
PURPOSE: The purpose of this study was to ascertain determinants of unreadable fundus images for participants enrolled in the Philadelphia Telemedicine Glaucoma Detection and Follow-up Study. METHODS: Individuals were screened for glaucoma at 7 primary care practices and 4 Federally Qualified Health Centers using telemedicine. Screening (visit 1) included fundus photography, assessing family history of glaucoma, and intraocular pressure (IOP) measurements. Participants with an unreadable image in at least one eye were deemed unreadable and invited to return for a confirmatory eye examination (visit 2). RESULTS: A total of 906 participants completed the visit 1 eye screening and 17.1% (n=155/906) were "unreadable." In the multivariable logistic regression analysis, older age, male sex, smoking, and worse visual acuity were significantly associated with an unreadable fundus image finding at the eye screening (P<0.05). Of the 89 participants who were invited for the confirmatory eye examination solely for unreadable images and attended visit 2, 58 (65.2%) were diagnosed with at least one ocular pathology. The most frequent diagnoses were cataracts (n=71; 15 visually significant, 56 nonvisually significant), glaucoma suspects (n=27), and anatomical narrow angle (n=10). CONCLUSIONS: Understanding the causes of unreadable fundus images will foster improvements in telemedicine techniques to optimize the predictive accuracy, efficiency, and cost in ophthalmology. A high proportion of participants with unreadable images (65.2%) in our study were diagnosed with some ocular pathology, indicating that the finding of an unreadable fundus image warrants a referral for a comprehensive follow-up eye examination.
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Técnicas de Diagnóstico Oftalmológico , Glaucoma/diagnóstico , Telemedicina/métodos , Adulto , Anciano , Anciano de 80 o más Años , Catarata , Femenino , Estudios de Seguimiento , Fondo de Ojo , Humanos , Presión Intraocular , Masculino , Tamizaje Masivo , Persona de Mediana Edad , Hipertensión Ocular/diagnóstico , Oftalmología , Philadelphia , Fotograbar , Agudeza VisualRESUMEN
BACKGROUND: African Americans have been historically under-represented in genetic studies. More research is needed on effective recruitment strategies for this population, especially on approaches that supplement traditional clinic enrollment. This study evaluates the cost and efficacy of four supplemental recruitment methods employed by the Primary Open-Angle African American Glaucoma Genetics (POAAGG) study. METHODS: After enrolling 2304 patients from University of Pennsylvania ophthalmology clinics, the POAAGG study implemented four new recruitment methods to supplement clinic enrollment. These methods included: 1) outreach in the local community, 2) in-house screening of community members ("in-reach"), 3) expansion to two external sites, and 4) sampling of the Penn Medicine Biobank. The cost per subject was calculated for each method and enrollment among cases, controls, and suspects was reported. RESULTS: The biobank offered the lowest cost ($5/subject) and highest enrollment yield (n = 2073) of the four methods, but provided very few glaucoma cases (n = 31). External sites provided 88% of cases recruited from the four methods (n = 388; $85/subject), but case enrollment at these sites declined over the next 9 months as the pool of eligible subjects was depleted. Outreach and in-reach screenings of community members were very high cost for low return on enrollment ($569/subject for 102 subjects and $606/subject for 45 subjects, respectively). CONCLUSIONS: The biobank offered the most cost-effective method for control enrollment, while expansion to external sites was necessary to recruit richly phenotyped cases. These recruitment methods helped the POAAGG study to exceed enrollment of the discovery cohort (n = 5500) 6 months in advance of the predicated deadline and could be adopted by other large genetic studies seeking to supplement clinic enrollment.
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Negro o Afroamericano/genética , Pruebas Genéticas/métodos , Glaucoma de Ángulo Abierto/genética , Selección de Paciente , Adulto , Negro o Afroamericano/estadística & datos numéricos , Anciano , Análisis Costo-Beneficio , Pruebas Genéticas/economía , Glaucoma de Ángulo Abierto/diagnóstico , Humanos , Persona de Mediana Edad , Philadelphia , Reproducibilidad de los ResultadosRESUMEN
PURPOSE: To describe methodology and screening results from the Philadelphia Telemedicine Glaucoma Detection and Follow-up Study. DESIGN: Screening program results for a prospective randomized clinical trial. METHODS: Individuals were recruited who were African-American, Hispanic/Latino, or Asian over age 40 years; white individuals over age 65 years; and any ethnicity over age 40 years with a family history of glaucoma or diabetes. Primary care offices and Federally Qualified Health Centers were used for telemedicine (Visit 1). Two posterior fundus photographs and 1 anterior segment photograph were captured per eye in each participant, using a nonmydriatic, autofocus, hand-held fundus camera (Volk Optical, Mentor, Ohio, USA). Medical and ocular history, family history of glaucoma, visual acuity, and intraocular pressure measurements using the ICare rebound tonometer (ICare, Helsinki, Finland) were obtained. Images were read remotely by a trained retina reader and a glaucoma specialist. RESULTS: From April 1, 2015, to February 6, 2017, 906 individuals consented and attended Visit 1. Of these, 553 participants were female (61.0%) and 550 were African-American (60.7%), with a mean age of 58.7 years. A total of 532 (58.7%) participants had diabetes, and 616 (68%) had a history of hypertension. During Visit 1, 356 (39.3%) participants were graded with a normal image. Using image data from the worse eye, 333 (36.8%) were abnormal and 155 (17.1%) were unreadable. A total of 258 (28.5%) had a suspicious nerve, 62 (6.8%) had ocular hypertension, 102 (11.3%) had diabetic retinopathy, and 68 (7.5%) had other retinal abnormalities. CONCLUSION: An integrated telemedicine screening intervention in primary care offices and Federally Qualified Health Centers detected high rate of suspicious optic nerves, ocular hypertension, and retinal pathology.
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Técnicas de Diagnóstico Oftalmológico , Glaucoma de Ángulo Abierto/diagnóstico , Enfermedades del Nervio Óptico/diagnóstico , Telemedicina/métodos , Adulto , Anciano , Anciano de 80 o más Años , Presión Sanguínea , Índice de Masa Corporal , Servicios de Salud Comunitaria/organización & administración , Femenino , Estudios de Seguimiento , Glaucoma de Ángulo Abierto/epidemiología , Hemoglobina Glucada/metabolismo , Humanos , Presión Intraocular/fisiología , Masculino , Persona de Mediana Edad , Hipertensión Ocular/diagnóstico , Hipertensión Ocular/epidemiología , Enfermedades del Nervio Óptico/epidemiología , Philadelphia/epidemiología , Médicos de Atención Primaria/organización & administración , Estudios Prospectivos , Tonometría Ocular , Agudeza Visual/fisiologíaRESUMEN
IMPORTANCE: An increased understanding of the relationship between subconcussive head impacts and near point of convergence (NPC) ocular-motor function may be useful in delineating traumatic brain injury. OBJECTIVE: To investigate whether repetitive subconcussive head impacts during preseason football practice cause changes in NPC. DESIGN, SETTING, AND PARTICIPANTS: This prospective, observational study of 29 National Collegiate Athletic Association Division I football players included baseline and preseason practices (1 noncontact and 4 contact), and postseason follow-up and outcome measures were obtained for each time. An accelerometer-embedded mouthguard measured head impact kinematics. Based on the sum of head impacts from all 5 practices, players were categorized into lower (n = 7) or higher (n = 22) impact groups. EXPOSURES: Players participated in regular practices, and all head impacts greater than 10g from the 5 practices were recorded using the i1Biometerics Vector mouthguard (i1 Biometrics Inc). MAIN OUTCOMES AND MEASURES: Near point of convergence measures and symptom scores. RESULTS: A total of 1193 head impacts were recorded from 5 training camp practices in the 29 collegiate football players; 22 were categorized into the higher-impact group and 7 into the lower-impact group. There were significant differences in head impact kinematics between lower- and higher-impact groups (number of impacts, 6 vs 41 [lower impact minus higher impact = 35; 95% CI, 21-51; P < .001]; linear acceleration, 99g vs 1112g [lower impact minus higher impact= 1013; 95% CI, 621 - 1578; P < .001]; angular acceleration, 7589 radian/s2 vs 65â¯016 radian/s2 [lower impact minus higher impact= 57â¯427; 95% CI , 31â¯123-80â¯498; P < .001], respectively). The trajectory and cumulative burden of subconcussive impacts on NPC differed by group (F for group × linear trend1, 238 = 12.14, P < .001 and F for group × quadratic trend1, 238 = 12.97, P < .001). In the higher-impact group, there was a linear increase in NPC over time (B for linear trend, unstandardized coefficient [SE]: 0.76 [0.12], P < .001) that plateaued and resolved by postseason follow-up (B for quadratic trend [SE]: -0.06 [0.008], P < .001). In the lower-impact group, there was no change in NPC over time. Group differences were first observed after the first contact practice and remained until the final full-gear practice. No group differences were observed postseason follow-up. There were no differences in symptom scores between groups over time. CONCLUSIONS AND RELEVANCE: Although asymptomatic, these data suggest that repetitive subconcussive head impacts were associated with changes in NPC. The increase in NPC highlights the vulnerability and slow recovery of the ocular-motor system following subconcussive head impacts. Changes in NPC may become a useful clinical tool in deciphering brain injury severity.
Asunto(s)
Traumatismos en Atletas/etiología , Conmoción Encefálica/etiología , Convergencia Ocular , Fútbol Americano/lesiones , Trastornos de la Motilidad Ocular/etiología , Aceleración , Traumatismos en Atletas/fisiopatología , Fenómenos Biomecánicos , Conmoción Encefálica/fisiopatología , Dispositivos de Protección de la Cabeza , Humanos , Masculino , Trastornos de la Motilidad Ocular/fisiopatología , Estudios Prospectivos , Telemetría , Universidades , Adulto JovenRESUMEN
PURPOSE: The Wills Eye Glaucoma Research Center initiated a 2-year demonstration project to develop and implement a community-based intervention to improve detection and management of glaucoma in Philadelphia. METHODS: The glaucoma detection examination consisted of: ocular, medical, and family history; visual acuity testing; corneal pachymetry; biomicroscopy of the anterior segment; intraocular pressure (IOP) measurement; gonioscopy; funduscopy; automated visual field testing; and fundus-color photography. Treatment included laser surgery and/or IOP-lowering medication. A cost analysis was conducted to understand resource requirements. Outcome measures included; prevalence of glaucoma-related pathology and other eye diseases among high-risk populations; the impact of educational workshops on level of knowledge about glaucoma (assessed by pre- and post-test evaluation); and patient satisfaction of the glaucoma detection examinations in the community (assessed by satisfaction survey). Treatment outcome measures were change in IOP at 4-6 weeks and 4-6 months following selective laser trabeculoplasty treatment, deepening of the anterior chamber angle following laser-peripheral iridotomy treatment, and rate of adherence to recommended follow-up examinations. Cost outcomes included total program costs, cost per case of glaucoma detected, and cost per case of ocular disease detected. RESULTS: This project enrolled 1649 participants (African Americans aged 50+ years, adults 60+ years and individuals with a family history of glaucoma). A total of 1074 individuals attended a glaucoma educational workshop and 1508 scheduled glaucoma detection examination appointments in the community setting. CONCLUSIONS: The Philadelphia Glaucoma Detection and Treatment Project aimed to improve access and use of eye care and to provide a model for a targeted community-based glaucoma program.
Asunto(s)
Servicios de Salud Comunitaria/organización & administración , Técnicas de Diagnóstico Oftalmológico , Glaucoma de Ángulo Abierto/diagnóstico , Accesibilidad a los Servicios de Salud/organización & administración , Proyectos de Investigación , Poblaciones Vulnerables , Continuidad de la Atención al Paciente , Femenino , Glaucoma de Ángulo Abierto/economía , Glaucoma de Ángulo Abierto/cirugía , Gonioscopía , Conductas Relacionadas con la Salud , Costos de la Atención en Salud , Hospitales Especializados , Humanos , Presión Intraocular/fisiología , Masculino , Persona de Mediana Edad , Oftalmología/organización & administración , Philadelphia , Factores de Riesgo , Tonometría Ocular , Trabeculectomía/métodos , Agudeza Visual/fisiología , Pruebas del Campo VisualRESUMEN
IMPORTANCE: African American individuals are at high risk of diabetes mellitus and diabetic retinopathy but have suboptimal rates of dilated fundus examinations (DFEs). Early intervention is crucial for the prevention of diabetic retinopathy in this high-risk population. OBJECTIVE: To test the efficacy of behavioral activation for diabetic retinopathy prevention on rates of DFEs in older African American individuals with diabetes mellitus. DESIGN, SETTING, AND PARTICIPANTS: Masked randomized clinical trial at 2 urban medical centers from October 1, 2010, to May 31, 2014. Participants included 206 African American individuals 65 years and older with diabetes mellitus who had not obtained a DFE in the preceding 12 months. INTERVENTIONS: Participants were randomized to either behavioral activation for diabetic retinopathy prevention, a behavioral intervention designed to provide education, facilitate identifying and addressing health care barriers, and promote goal setting to improve rates of DFEs, or supportive therapy, a control condition. MAIN OUTCOMES AND MEASURES: The primary outcome was medical documentation of a DFE at 6 months' follow-up. Secondary outcomes included the Risk Perceptions and Risk Knowledge Survey of Diabetes Mellitus, Diabetes Self-Care Inventory, Patient Health Questionnaire 9, and National Eye Institute Vision Function Questionnaire 25 scores and hemoglobin A1c levels. RESULTS: More participants in the behavioral activation for diabetic retinopathy prevention group (87.9%) obtained a DFE compared with those in the supportive therapy group (34.1%) by the 6-month follow-up assessment (P < .001). Overall, participants in the behavioral activation for diabetic retinopathy prevention group were 2.5 times more likely to obtain a DFE compared with those in the supportive therapy group (risk ratio = 2.58; 95% CI, 1.91-3.48; P < .001). The intervention had no short-term effect on secondary outcomes of hemoglobin A1c levels, depression, or the Risk Perceptions and Risk Knowledge Survey of Diabetes Mellitus or National Eye Institute Vision Function Questionnaire 25 composite scores; however, both groups had improved adherence to diabetes mellitus self-care behaviors from baseline to 6-month follow-up. CONCLUSIONS AND RELEVANCE: Behavioral activation for diabetic retinopathy prevention significantly increased rates of DFEs in older African American individuals with diabetes mellitus. Behavioral interventions may have the potential to positively affect screening for diabetic retinopathy in at-risk populations. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT01179555.