Cargando…

Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population

The need for screening for retinopathy in patients with type 1 diabetes mellitus (T1DM) has been emphasised, but diagnostic delays were reported when screening was done at fixed intervals. To establish an individualised risk-prediction model to assist screening non-proliferative diabetic retinopathy...

Descripción completa

Detalles Bibliográficos
Autores principales: Kang, Eugene Yu-Chuan, Lo, Fu-Sung, Wang, Jung-Pan, Yeh, Lung-Kun, Wu, An-Lun, Tseng, Yun-Ju, Yeh, Chun-Ting, Liu, Laura, Chen, Kuan-Jen, Wu, Wei-Chi, Lai, Chi-Chun, Wang, Nan-Kai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093915/
https://www.ncbi.nlm.nih.gov/pubmed/30111889
http://dx.doi.org/10.1038/s41598-018-30521-7
_version_ 1783347745409466368
author Kang, Eugene Yu-Chuan
Lo, Fu-Sung
Wang, Jung-Pan
Yeh, Lung-Kun
Wu, An-Lun
Tseng, Yun-Ju
Yeh, Chun-Ting
Liu, Laura
Chen, Kuan-Jen
Wu, Wei-Chi
Lai, Chi-Chun
Wang, Nan-Kai
author_facet Kang, Eugene Yu-Chuan
Lo, Fu-Sung
Wang, Jung-Pan
Yeh, Lung-Kun
Wu, An-Lun
Tseng, Yun-Ju
Yeh, Chun-Ting
Liu, Laura
Chen, Kuan-Jen
Wu, Wei-Chi
Lai, Chi-Chun
Wang, Nan-Kai
author_sort Kang, Eugene Yu-Chuan
collection PubMed
description The need for screening for retinopathy in patients with type 1 diabetes mellitus (T1DM) has been emphasised, but diagnostic delays were reported when screening was done at fixed intervals. To establish an individualised risk-prediction model to assist screening non-proliferative diabetic retinopathy (NPDR) in T1DM, we performed a retrospective cohort study enrolling participants in the Chang Gung Juvenile Diabetes Eye Study. There were 413 patients with 12 381 records analysed from 2005 to 2015. A time-dependent Cox proportional hazard analysis was used to evaluate the risks of NPDR development and a nomogram with risk-stratification indicators was established based on the results. During 97 months of follow-up, 43 of 413 patients (10.4%) developed NPDR. Male sex (HR: 0.4, 95% CI: 0.19–0.85), age 5–14 years at onset of T1DM (6.38, 2.41–16.87), duration of diabetes (1.57, 1.41–1.75), and hemoglobin A1c level (1.56, 1.35–1.80) were independently associated with NPDR. Using the nomogram offers a quick method in the clinical setting to interpret the risk of NPDR development. Based on its weighting, each of the independent factors is allocated a score, and the total points indicate the probabilities of NPDR occurring within 6 months, 1 year, and 3 years.
format Online
Article
Text
id pubmed-6093915
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-60939152018-08-20 Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population Kang, Eugene Yu-Chuan Lo, Fu-Sung Wang, Jung-Pan Yeh, Lung-Kun Wu, An-Lun Tseng, Yun-Ju Yeh, Chun-Ting Liu, Laura Chen, Kuan-Jen Wu, Wei-Chi Lai, Chi-Chun Wang, Nan-Kai Sci Rep Article The need for screening for retinopathy in patients with type 1 diabetes mellitus (T1DM) has been emphasised, but diagnostic delays were reported when screening was done at fixed intervals. To establish an individualised risk-prediction model to assist screening non-proliferative diabetic retinopathy (NPDR) in T1DM, we performed a retrospective cohort study enrolling participants in the Chang Gung Juvenile Diabetes Eye Study. There were 413 patients with 12 381 records analysed from 2005 to 2015. A time-dependent Cox proportional hazard analysis was used to evaluate the risks of NPDR development and a nomogram with risk-stratification indicators was established based on the results. During 97 months of follow-up, 43 of 413 patients (10.4%) developed NPDR. Male sex (HR: 0.4, 95% CI: 0.19–0.85), age 5–14 years at onset of T1DM (6.38, 2.41–16.87), duration of diabetes (1.57, 1.41–1.75), and hemoglobin A1c level (1.56, 1.35–1.80) were independently associated with NPDR. Using the nomogram offers a quick method in the clinical setting to interpret the risk of NPDR development. Based on its weighting, each of the independent factors is allocated a score, and the total points indicate the probabilities of NPDR occurring within 6 months, 1 year, and 3 years. Nature Publishing Group UK 2018-08-15 /pmc/articles/PMC6093915/ /pubmed/30111889 http://dx.doi.org/10.1038/s41598-018-30521-7 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kang, Eugene Yu-Chuan
Lo, Fu-Sung
Wang, Jung-Pan
Yeh, Lung-Kun
Wu, An-Lun
Tseng, Yun-Ju
Yeh, Chun-Ting
Liu, Laura
Chen, Kuan-Jen
Wu, Wei-Chi
Lai, Chi-Chun
Wang, Nan-Kai
Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population
title Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population
title_full Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population
title_fullStr Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population
title_full_unstemmed Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population
title_short Nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an Asian population
title_sort nomogram for prediction of non-proliferative diabetic retinopathy in juvenile-onset type 1 diabetes: a cohort study in an asian population
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093915/
https://www.ncbi.nlm.nih.gov/pubmed/30111889
http://dx.doi.org/10.1038/s41598-018-30521-7
work_keys_str_mv AT kangeugeneyuchuan nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT lofusung nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT wangjungpan nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT yehlungkun nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT wuanlun nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT tsengyunju nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT yehchunting nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT liulaura nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT chenkuanjen nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT wuweichi nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT laichichun nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT wangnankai nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation
AT nomogramforpredictionofnonproliferativediabeticretinopathyinjuvenileonsettype1diabetesacohortstudyinanasianpopulation