A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.

PURPOSE: Fungi are a major cause of keratitis, although few medications are licensed for their treatment. The aim of this study is to observe the variation in commercialisation of antifungal eye drops, and to predict the seasonal distribution of fungal keratitis in Brazil. METHODS: Data from a retro...

Full description

Bibliographic Details
Main Authors: Marlon Moraes Ibrahim, Rafael de Angelis, Acacio Souza Lima, Glauco Dreyer Viana de Carvalho, Fuad Moraes Ibrahim, Leonardo Tannus Malki, Marina de Paula Bichuete, Wellington de Paula Martins, Eduardo Melani Rocha
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3311542?pdf=render
id doaj-36a338ce7fba448ebbd0f5c1c27bb139
record_format Article
spelling doaj-36a338ce7fba448ebbd0f5c1c27bb1392020-11-25T00:11:17ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0173e3377510.1371/journal.pone.0033775A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.Marlon Moraes IbrahimRafael de AngelisAcacio Souza LimaGlauco Dreyer Viana de CarvalhoFuad Moraes IbrahimLeonardo Tannus MalkiMarina de Paula BichueteWellington de Paula MartinsEduardo Melani RochaPURPOSE: Fungi are a major cause of keratitis, although few medications are licensed for their treatment. The aim of this study is to observe the variation in commercialisation of antifungal eye drops, and to predict the seasonal distribution of fungal keratitis in Brazil. METHODS: Data from a retrospective study of antifungal eye drops sales from the only pharmaceutical ophthalmologic laboratory, authorized to dispense them in Brazil (Opthalmos) were gathered. These data were correlated with geographic and seasonal distribution of fungal keratitis in Brazil between July 2002 and June 2008. RESULTS: A total of 26,087 antifungal eye drop units were sold, with a mean of 2.3 per patient. There was significant variation in antifungal sales during the year (p<0.01). A linear regression model displayed a significant association between reduced relative humidity and antifungal drug sales (R2 = 0.17,p<0.01). CONCLUSIONS: Antifungal eye drops sales suggest that there is a seasonal distribution of fungal keratitis. A possible interpretation is that the third quarter of the year (a period when the climate is drier), when agricultural activity is more intense in Brazil, suggests a correlation with a higher incidence of fungal keratitis. A similar model could be applied to other diseases, that are managed with unique, or few, and monitorable medications to predict epidemiological aspects.http://europepmc.org/articles/PMC3311542?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Marlon Moraes Ibrahim
Rafael de Angelis
Acacio Souza Lima
Glauco Dreyer Viana de Carvalho
Fuad Moraes Ibrahim
Leonardo Tannus Malki
Marina de Paula Bichuete
Wellington de Paula Martins
Eduardo Melani Rocha
spellingShingle Marlon Moraes Ibrahim
Rafael de Angelis
Acacio Souza Lima
Glauco Dreyer Viana de Carvalho
Fuad Moraes Ibrahim
Leonardo Tannus Malki
Marina de Paula Bichuete
Wellington de Paula Martins
Eduardo Melani Rocha
A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.
PLoS ONE
author_facet Marlon Moraes Ibrahim
Rafael de Angelis
Acacio Souza Lima
Glauco Dreyer Viana de Carvalho
Fuad Moraes Ibrahim
Leonardo Tannus Malki
Marina de Paula Bichuete
Wellington de Paula Martins
Eduardo Melani Rocha
author_sort Marlon Moraes Ibrahim
title A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.
title_short A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.
title_full A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.
title_fullStr A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.
title_full_unstemmed A new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in Brazil.
title_sort new method to predict the epidemiology of fungal keratitis by monitoring the sales distribution of antifungal eye drops in brazil.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description PURPOSE: Fungi are a major cause of keratitis, although few medications are licensed for their treatment. The aim of this study is to observe the variation in commercialisation of antifungal eye drops, and to predict the seasonal distribution of fungal keratitis in Brazil. METHODS: Data from a retrospective study of antifungal eye drops sales from the only pharmaceutical ophthalmologic laboratory, authorized to dispense them in Brazil (Opthalmos) were gathered. These data were correlated with geographic and seasonal distribution of fungal keratitis in Brazil between July 2002 and June 2008. RESULTS: A total of 26,087 antifungal eye drop units were sold, with a mean of 2.3 per patient. There was significant variation in antifungal sales during the year (p<0.01). A linear regression model displayed a significant association between reduced relative humidity and antifungal drug sales (R2 = 0.17,p<0.01). CONCLUSIONS: Antifungal eye drops sales suggest that there is a seasonal distribution of fungal keratitis. A possible interpretation is that the third quarter of the year (a period when the climate is drier), when agricultural activity is more intense in Brazil, suggests a correlation with a higher incidence of fungal keratitis. A similar model could be applied to other diseases, that are managed with unique, or few, and monitorable medications to predict epidemiological aspects.
url http://europepmc.org/articles/PMC3311542?pdf=render
work_keys_str_mv AT marlonmoraesibrahim anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT rafaeldeangelis anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT acaciosouzalima anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT glaucodreyervianadecarvalho anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT fuadmoraesibrahim anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT leonardotannusmalki anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT marinadepaulabichuete anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT wellingtondepaulamartins anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT eduardomelanirocha anewmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT marlonmoraesibrahim newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT rafaeldeangelis newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT acaciosouzalima newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT glaucodreyervianadecarvalho newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT fuadmoraesibrahim newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT leonardotannusmalki newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT marinadepaulabichuete newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT wellingtondepaulamartins newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
AT eduardomelanirocha newmethodtopredicttheepidemiologyoffungalkeratitisbymonitoringthesalesdistributionofantifungaleyedropsinbrazil
_version_ 1725404912931569664