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T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications

Development of complications in type 1 diabetes patients can be reduced by modifying risk factors. We used a cross-sectional cohort of 1646 patients diagnosed with type 1 diabetes (T1D) to develop a clinical risk score for diabetic peripheral neuropathy (DPN), autonomic neuropathy (AN), retinopathy...

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Autores principales: Tran, Paul Minh Huy, Kim, Eileen, Tran, Lynn Kim Hoang, Khaled, Bin Satter, Hopkins, Diane, Gardiner, Melissa, Bryant, Jennifer, Bernard, Risa, Morgan, John, Bode, Bruce, Reed, John Chip, She, Jin-Xiong, Purohit, Sharad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8583376/
https://www.ncbi.nlm.nih.gov/pubmed/34769614
http://dx.doi.org/10.3390/ijerph182111094
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author Tran, Paul Minh Huy
Kim, Eileen
Tran, Lynn Kim Hoang
Khaled, Bin Satter
Hopkins, Diane
Gardiner, Melissa
Bryant, Jennifer
Bernard, Risa
Morgan, John
Bode, Bruce
Reed, John Chip
She, Jin-Xiong
Purohit, Sharad
author_facet Tran, Paul Minh Huy
Kim, Eileen
Tran, Lynn Kim Hoang
Khaled, Bin Satter
Hopkins, Diane
Gardiner, Melissa
Bryant, Jennifer
Bernard, Risa
Morgan, John
Bode, Bruce
Reed, John Chip
She, Jin-Xiong
Purohit, Sharad
author_sort Tran, Paul Minh Huy
collection PubMed
description Development of complications in type 1 diabetes patients can be reduced by modifying risk factors. We used a cross-sectional cohort of 1646 patients diagnosed with type 1 diabetes (T1D) to develop a clinical risk score for diabetic peripheral neuropathy (DPN), autonomic neuropathy (AN), retinopathy (DR), and nephropathy (DN). Of these patients, 199 (12.1%) had DPN, 63 (3.8%) had AN, 244 (14.9%) had DR, and 88 (5.4%) had DN. We selected five variables to include in each of the four microvascular complications risk models: age, age of T1D diagnosis, duration of T1D, and average systolic blood pressure and HbA1C over the last three clinic visits. These variables were selected for their strong evidence of association with diabetic complications in the literature and because they are modifiable risk factors. We found the optimism-corrected R2 and Harrell’s C statistic were 0.39 and 0.87 for DPN, 0.24 and 0.86 for AN, 0.49 and 0.91 for DR, and 0.22 and 0.83 for DN, respectively. This tool was built to help inform patients of their current risk of microvascular complications and to motivate patients to control their HbA1c and systolic blood pressure in order to reduce their risk of these complications.
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spelling pubmed-85833762021-11-12 T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications Tran, Paul Minh Huy Kim, Eileen Tran, Lynn Kim Hoang Khaled, Bin Satter Hopkins, Diane Gardiner, Melissa Bryant, Jennifer Bernard, Risa Morgan, John Bode, Bruce Reed, John Chip She, Jin-Xiong Purohit, Sharad Int J Environ Res Public Health Article Development of complications in type 1 diabetes patients can be reduced by modifying risk factors. We used a cross-sectional cohort of 1646 patients diagnosed with type 1 diabetes (T1D) to develop a clinical risk score for diabetic peripheral neuropathy (DPN), autonomic neuropathy (AN), retinopathy (DR), and nephropathy (DN). Of these patients, 199 (12.1%) had DPN, 63 (3.8%) had AN, 244 (14.9%) had DR, and 88 (5.4%) had DN. We selected five variables to include in each of the four microvascular complications risk models: age, age of T1D diagnosis, duration of T1D, and average systolic blood pressure and HbA1C over the last three clinic visits. These variables were selected for their strong evidence of association with diabetic complications in the literature and because they are modifiable risk factors. We found the optimism-corrected R2 and Harrell’s C statistic were 0.39 and 0.87 for DPN, 0.24 and 0.86 for AN, 0.49 and 0.91 for DR, and 0.22 and 0.83 for DN, respectively. This tool was built to help inform patients of their current risk of microvascular complications and to motivate patients to control their HbA1c and systolic blood pressure in order to reduce their risk of these complications. MDPI 2021-10-21 /pmc/articles/PMC8583376/ /pubmed/34769614 http://dx.doi.org/10.3390/ijerph182111094 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tran, Paul Minh Huy
Kim, Eileen
Tran, Lynn Kim Hoang
Khaled, Bin Satter
Hopkins, Diane
Gardiner, Melissa
Bryant, Jennifer
Bernard, Risa
Morgan, John
Bode, Bruce
Reed, John Chip
She, Jin-Xiong
Purohit, Sharad
T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications
title T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications
title_full T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications
title_fullStr T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications
title_full_unstemmed T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications
title_short T1DMicro: A Clinical Risk Calculator for Type 1 Diabetes Related Microvascular Complications
title_sort t1dmicro: a clinical risk calculator for type 1 diabetes related microvascular complications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8583376/
https://www.ncbi.nlm.nih.gov/pubmed/34769614
http://dx.doi.org/10.3390/ijerph182111094
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