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Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset
INTRODUCTION: In type 1 diabetes, potential loss of life-years is greatest in those who are youngest at the time of onset. Using data from a nationwide cohort of patients with type 1 diabetes, we aimed to study risk factor trajectories by age at diagnosis. RESEARCH DESIGN AND METHODS: We stratified...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8169495/ https://www.ncbi.nlm.nih.gov/pubmed/34059526 http://dx.doi.org/10.1136/bmjdrc-2021-002187 |
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author | Edqvist, Jon Rawshani, Araz Rawshani, Aidin Adiels, Martin Franzén, Stefan Bjorck, Lena Svensson, Ann-Marie Lind, Marcus Sattar, Naveed Rosengren, Annika |
author_facet | Edqvist, Jon Rawshani, Araz Rawshani, Aidin Adiels, Martin Franzén, Stefan Bjorck, Lena Svensson, Ann-Marie Lind, Marcus Sattar, Naveed Rosengren, Annika |
author_sort | Edqvist, Jon |
collection | PubMed |
description | INTRODUCTION: In type 1 diabetes, potential loss of life-years is greatest in those who are youngest at the time of onset. Using data from a nationwide cohort of patients with type 1 diabetes, we aimed to study risk factor trajectories by age at diagnosis. RESEARCH DESIGN AND METHODS: We stratified 30 005 patients with type 1 diabetes aged 18–75 years into categories based on age at onset: 0–10, 11–15, 16–20, 21–25, and 26–30 years. HbA1c, albuminuria, estimated glomerular filtration rate (eGFR), body mass index (BMI), low-denisty lipoprotein (LDL)-cholesterol, systolic blood pressure (SBP), and diastolic blood pressure trends were analyzed using mixed models. Variable importance for baseline HbA1c was analyzed using conditional random forest and gradient boosting machine approaches. RESULTS: Individuals aged ≥16 years at onset displayed a relatively low mean HbA1c level (~55–57 mmol/mol) that gradually increased. In contrast, individuals diagnosed at ≤15 years old entered adulthood with a mean HbA1c of approximately 70 mmol/mol. For all groups, HbA1c levels stabilized at a mean of approximately 65 mmol/mol by about 40 years old. In patients who were young at the time of onset, albuminuria appeared at an earlier age, suggesting a more rapid decrease in eGFR, while there were no distinct differences in BMI, SBP, and LDL-cholesterol trajectories between groups. Low education, higher age, and poor risk factor control were associated with higher HbA1c levels. CONCLUSIONS: Young age at the diabetes onset plays a substantial role in subsequent glycemic control and the presence of albuminuria, where patients with early onset may accrue a substantial glycemic load during this period. |
format | Online Article Text |
id | pubmed-8169495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-81694952021-06-17 Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset Edqvist, Jon Rawshani, Araz Rawshani, Aidin Adiels, Martin Franzén, Stefan Bjorck, Lena Svensson, Ann-Marie Lind, Marcus Sattar, Naveed Rosengren, Annika BMJ Open Diabetes Res Care Epidemiology/Health services research INTRODUCTION: In type 1 diabetes, potential loss of life-years is greatest in those who are youngest at the time of onset. Using data from a nationwide cohort of patients with type 1 diabetes, we aimed to study risk factor trajectories by age at diagnosis. RESEARCH DESIGN AND METHODS: We stratified 30 005 patients with type 1 diabetes aged 18–75 years into categories based on age at onset: 0–10, 11–15, 16–20, 21–25, and 26–30 years. HbA1c, albuminuria, estimated glomerular filtration rate (eGFR), body mass index (BMI), low-denisty lipoprotein (LDL)-cholesterol, systolic blood pressure (SBP), and diastolic blood pressure trends were analyzed using mixed models. Variable importance for baseline HbA1c was analyzed using conditional random forest and gradient boosting machine approaches. RESULTS: Individuals aged ≥16 years at onset displayed a relatively low mean HbA1c level (~55–57 mmol/mol) that gradually increased. In contrast, individuals diagnosed at ≤15 years old entered adulthood with a mean HbA1c of approximately 70 mmol/mol. For all groups, HbA1c levels stabilized at a mean of approximately 65 mmol/mol by about 40 years old. In patients who were young at the time of onset, albuminuria appeared at an earlier age, suggesting a more rapid decrease in eGFR, while there were no distinct differences in BMI, SBP, and LDL-cholesterol trajectories between groups. Low education, higher age, and poor risk factor control were associated with higher HbA1c levels. CONCLUSIONS: Young age at the diabetes onset plays a substantial role in subsequent glycemic control and the presence of albuminuria, where patients with early onset may accrue a substantial glycemic load during this period. BMJ Publishing Group 2021-05-31 /pmc/articles/PMC8169495/ /pubmed/34059526 http://dx.doi.org/10.1136/bmjdrc-2021-002187 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Epidemiology/Health services research Edqvist, Jon Rawshani, Araz Rawshani, Aidin Adiels, Martin Franzén, Stefan Bjorck, Lena Svensson, Ann-Marie Lind, Marcus Sattar, Naveed Rosengren, Annika Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset |
title | Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset |
title_full | Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset |
title_fullStr | Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset |
title_full_unstemmed | Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset |
title_short | Trajectories in HbA1c and other risk factors among adults with type 1 diabetes by age at onset |
title_sort | trajectories in hba1c and other risk factors among adults with type 1 diabetes by age at onset |
topic | Epidemiology/Health services research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8169495/ https://www.ncbi.nlm.nih.gov/pubmed/34059526 http://dx.doi.org/10.1136/bmjdrc-2021-002187 |
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