The prediction capability of a cataract surgery risk stratification model based on a large electronic medical record dataset

Purpose: The aim of this study was to develop a risk stratification system that predicts visual outcomes (uncorrected corrected visual acuity at one week and five weeks postoperative) in patients undergoing cataract surgery. Methods: This was a retrospective analysis in a multitier ophthalmology network. Data from all patients who underwent phacoemulsification or manual small-incision cataract surgery between January 2018 and December 2019 were retrieved from an electronic medical record system. There were 122,911 records; 114,172 (92.9%) had complete data included. Logistic regression analyzed unsatisfactory postoperative outcomes using a main effects model only. The final model was cross-checked using forward stepwise selection. The Hosmer朙emeshow goodness of fit test, the Bayesian information criterion, and Nagelkerke抯 R2 assessed model fit. Dispersion was calculated from deviance and degrees of freedom and C-stat from receiving operating characteristics analysis. Results: The final phacoemulsification model (n = 48,169) had a dispersion of 1.08 with a Hosmer朙emeshow goodness of fit of 0.20, a Nagelkerke R2 of 0.19, and a C-stat of 0.72. The final manual small-incision cataract surgery model (n = 66,003) had a dispersion of 1.05 with a Hosmer朙emeshow goodness of fit of 0.00015, a Nagelkerke R2 of 0.14, and a C-stat of 0.68. Conclusion: The phacoemulsification model had reasonable model fit; the manual small-incision cataract surgery model had poor fit and was likely missing variables. The predictive capability of these models based on a large, real-world cataract surgical dataset was suboptimal to determine which patients could benefit most from sight-restoring surgery. Appropriate patient selection for cataract surgery in developing settings should still rely on clinician thought processes, intuition, and experience, with more complex cases allocated to more experienced surgeons

Systematic review of the current status of programs and general knowledge of diagnosis and management of retinoblastoma / Revisión sistemática del estado actual de los programas y conocimiento general de la diagnosis y manejo de retinoblastoma

Abstract: Background: This systematic review aims to report the current knowledge of retinoblastoma (Rb) and its implications in Mexico. We analyzed clinical and demographic data of patients with Rb at select hospitals with Rb programs or that treat and refer patients with Rb, and identified the gaps in practice. We propose solutions to improve diagnosis, provide adequate treatment, and improve patient uptake. Methods: A general review was conducted on PubMed of peer-reviewed literature on Rb in Mexico. Ophthalmology Department Heads or Directors of Rb programs at seven hospitals in Mexico were contacted for data available on their patients with Rb. Results: Five hospitals provided clinical data on 777 patients with Rb in a period spanning 2000-2015. Of the 122 patients with treatment, 83.4% underwent enucleation. From 33 to 45.3% of Rb tumors in Mexico reach an advanced intraocular stage of development. Knowledge of the disease is limited, despite the fact that the Mexican Retinoblastoma Group has elaborated Rb treatment guidelines and is developing a national Rb registry. Especially in the Southern states, prevalence and outcomes are comparable to African and Asian countries, and only few patients are referred to national treatment centers. Only three institutions have comprehensive Rb programs. Conclusions: There is an immediate need in Mexico to expand primary care providers' knowledge of Rb and to expand and upgrade current Rb programs to meet the needs of the population adequately. Diagnosis and care of Rb patients in Mexico can also be improved by the establishment of a national Rb registry and a national early detection program, and by increased use of the national treatment protocol.

Resumen: Introducción: Esta es una revisión sistemática de los conocimientos actuales del retinoblastoma (Rb) y sus implicaciones en los centros de referencia más importantes del país. Se presenta un análisis situacional de los programas de Rb en México, se identificaron las brechas en la práctica, y se proponen soluciones para mejorar el diagnóstico, tratamiento y referencia oportuna de pacientes. Métodos: Se realizó una revisión general de la literatura publicada sobre Rb en México a través de PubMed. Los datos sociodemográficos de pacientes con Rb fueron obtenidos a través de los directores de programas de retinoblastoma en siete hospitales. Resultados: Casi una tercera parte de los casos Rb se diagnostican en estadios avanzados. A pesar de la existencia del Grupo Mexicano de Retinoblastoma, el conocimiento de esta patología entre los médicos es limitado. Las diferencias en el tratamiento son notorias en el sur del país, donde la prevalencia y los resultados son comparables con África y Asia. Solamente tres instituciones a nivel nacional tienen un programa establecido de Rb. Conclusiones: Existe la necesidad inmediata de consolidar los programas de Rb para cubrir las necesidades reales de la población. Se requiere mejorar la educación del médico de primer contacto, establecer el registro nacional de casos y el programa de detección temprana, establecer los programas de salvamento ocular nacional, y reforzar las instituciones que brindan tratamiento.

Retinoblastoma in Mexico: part I. A review of general knowledge of the disease, diagnosis, and management / Retinoblastoma en México: parte I. Revisión del conocimiento general de la enfermedad, diagnóstico y tratamiento

AbstractThis is the first of a two-part review that aims to report the current knowledge of retinoblastoma (Rb) and its implications in Mexico (including the authors' experience at the leading Rb centers), identify the gaps in practice, and propose solutions to improve diagnosis, treatment, and patient uptake. In this first part, general knowledge of Rb diagnosis and management is summarized with a focus on the latest advances in chemotherapy. A general review of peer-reviewed literature of Rb was conducted on PubMed. Key findings were summarized.Provided there is early detection and referral of patients followed by appropriate conservative management, Rb is curable. In developed countries, the primary treatment outcome is ocular salvage with sight preservation. Advanced chemotherapeutic options such as intra-arterial and intravitreal chemotherapy can now save even the most advanced tumors.Advances in Rb therapy are generally limited to developed countries. The implications in Mexico, of the findings from this review will be discussed in Part 2, which will be a comprehensive situational analysis of the state of Rb programming in Mexico, including a review of current demographic data available from hospitals that have Rb programs or treat Rb.

ResumenEsta es la primera parte de un trabajo de revisión donde se reportan los conocimientos actuales del retinoblastoma (Rb) y sus implicaciones en México (incluyendo la experiencia de los autores en los principales centros de referencia), así como las brechas en la práctica y las posibles soluciones para mejorar el diagnóstico, tratamiento y referencia de pacientes. En esta parte se resumen los conocimientos generales del Rb, su diagnóstico y tratamiento. Se realizó una revisión de los avances más recientes en esta enfermedad publicados en PubMed y se resumieron los hallazgos más importantes.La sospecha oportuna y la referencia adecuada de pacientes permiten que el tratamiento conservador del Rb sea curativo. En países en vías de desarrollo, el tratamiento primario es el salvamento ocular y la preservación de la visión. Las opciones de quimioterapia intraarterial o intravítrea permiten ofrecer opciones terapéuticas en estos pacientes.Los avances en el tratamiento del Rb están generalmente limitados a países industrializados. Las implicaciones de los hallazgos de esta revisión serán discutidas en la segunda parte, la cual será un análisis de la situación de los programas hospitalarios del Rb en México, incluyendo la revisión de los datos demográficos disponibles de los centros de referencia más importantes.

Complexities and challenges of surgical data collection from cataract patients: comparison of cataract surgery rates between 2001 and 2008 in all provinces of Argentina / Complexidades e desafios da coleta de dados cirúrgicos de catarata: comparação das taxas de cirurgia de catarata em todas as províncias da Argentina de 2001 em relação a 2008

Purpose: To compare the cataract surgical rate (CSR) in 2001 with that in 2008 in all Argentinean provinces using current reporting methods and verify the accuracy of CSRs by crosschecking these methods with the number of sold intraocular lenses (IOLs) within the country. Methods: A longitudinal study including public and private setups was conducted, and it included 40 ophthalmologists from 22 provinces who provided cataract surgery data for 2001 and 2008. Other data were obtained from the Ministry of Health. Estimates were crosschecked against the market data for sold intraocular lens (IOLs) in 2008 and 2010. Results: The number of cataract surgeries increased 2.7-fold, from 62,739 in 2001 to 169,762 in 2008, with increases in every province except Mendoza. Although the population also increased by 9.4% during the same time period, the apparent CSR jumped from 1,744 to 4,313 per million population. The number of IOLs sold in Argentina in 2008 was 186,652, suggesting that the number of cataract surgeries performed was slightly greater than anticipated. Crosschecks with other countries using IOL sales data did not show discrepancies when compared with previously reported CSRs. Conclusions: Although the CSR in Argentina increased considerably from 2001 to 2008 for several reasons, the main reason was that thorough crosschecking between the number of surgeries reported and the number of IOLs sold revealed that the number of surgeries performed annually were being underestimated as a result of incomplete reporting by private practitioners. Furthermore, the presence of multiple societies of ophthalmology in the country complicated the process of obtaining accurate data. .

Objetivo: Comparar a taxa de cirurgia de catarata (TCC) em todas as províncias da Argentina entre 2001 e 2008, utilizando métodos de relatórios convencionais e verificar a precisão da TCC por meio do cruzamento desses métodos com o número de lentes intraoculares (LIOs) vendidas no país. Métodos: Estudo longitudinal realizado em clínicas públicas e privadas, com a participação de 40 oftalmologistas de 22 províncias, que forneceram dados sobre cirurgias de catarata para 2001 e 2008. Outros dados foram obtidos a partir do Ministério da Saúde. As observações foram cruzadas com os dados de mercado para LIOs no período de 2008 a 2010. Resultados: O número de cirurgias de catarata aumentaram 2,7 vezes, de 62.739 em 2001 para 169.762 em 2008, com aumentos em todas as províncias, exceto Mendoza. Embora a população também tenha aumentado 9,4 % durante o mesmo período de tempo, a aparente TCC saltou de 1.744 para 4.313 por milhão de população. O número de LIOs vendidas na Argentina em 2008 foi de 186.652, o que pode significar que tenham sido realizadas um pouco mais de cirurgias de catarata do que o estimado. Verificações cruzadas com outros países que utilizam dados de vendas de LIOs não apresentam discrepâncias quando comparado a TCC anteriormente relatadas. Conclusões: De 2001 a 2008, a TCC na Argentina aumentou consideravelmente por várias razões mas, principalmente, porque foi revelada, por meio do cruzamento de dados sobre cirurgias relatadas com o número de LIOs vendidas, que o número de cirurgias realizadas anualmente foi hipoestimado no passado, como resultado de relatórios incompletos feitos por médicos privados. Há também várias sociedades de oftalmologia no país, o que dificulta a obtenção de dados precisos. .

Social inequalities in blindness and visual impairment: A review of social determinants.

Health inequities are related to social determinants based on gender, socioeconomic status, ethnicity, race, living in a specific geographic region, or having a specific health condition. Such inequities were reviewed for blindness and visual impairment by searching for studies on the subject in PubMed from 2000 to 2011 in the English and Spanish languages. The goal of this article is to provide a current review in understanding how inequities based specifically on the aforementioned social determinants on health influence the prevalence of visual impairment and blindness. With regards to gender inequality, women have a higher prevalence of visual impairment and blindness, which cannot be only reasoned based on age or access to service. Socioeconomic status measured as higher income, higher educational status, or non-manual occupational social class was inversely associated with prevalence of blindness or visual impairment. Ethnicity and race were associated with visual impairment and blindness, although there is general confusion over this socioeconomic position determinant. Geographic inequalities and visual impairment were related to income (of the region, nation or continent), living in a rural area, and an association with socioeconomic and political context was suggested. While inequalities related to blindness and visual impairment have rarely been specifically addressed in research, there is still evidence of the association of social determinants and prevalence of blindness and visual impairment. Additional research should be done on the associations with intermediary determinants and socioeconomic and political context.