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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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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 |
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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 |
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