TY - JOUR
T1 - Twenty-year trajectories of cardio-metabolic factors among people with type 2 diabetes by dementia status in England
T2 - a retrospective cohort study
AU - Lai, Heidi T.M.
AU - Chang, Kiara
AU - Sharabiani, Mansour T.A.
AU - Valabhji, Jonathan
AU - Gregg, Edward W.
AU - Middleton, Lefkos
AU - Majeed, Azeem
AU - Pearson-Stuttard, Jonathan
AU - Millett, Christopher
AU - Bottle, Alex
AU - Vamos, Eszter P.
N1 - Funding Information:
The Department of Primary Care and Public Health at Imperial College London is grateful for support from the NW London NIHR Applied Research Collaboration and the Imperial NIHR Biomedical Research Centre.
Funding Information:
This research was supported by Grant No: 18/0005851 from Diabetes UK. The funders of the study had no role in study design, data collection, analysis, interpretation, report writing, or the decision to submit for publication. The views expressed in this publication are those of the authors and not necessarily those of the NIHR or the Department of Health and Social Care.
Publisher Copyright:
© 2023, The Author(s).
PY - 2023
Y1 - 2023
N2 - To assess 20-year retrospective trajectories of cardio-metabolic factors preceding dementia diagnosis among people with type 2 diabetes (T2D). We identified 227,145 people with T2D aged > 42 years between 1999 and 2018. Annual mean levels of eight routinely measured cardio-metabolic factors were extracted from the Clinical Practice Research Datalink. Multivariable multilevel piecewise and non-piecewise growth curve models assessed retrospective trajectories of cardio-metabolic factors by dementia status from up to 19 years preceding dementia diagnosis (dementia) or last contact with healthcare (no dementia). 23,546 patients developed dementia; mean (SD) follow-up was 10.0 (5.8) years. In the dementia group, mean systolic blood pressure increased 16–19 years before dementia diagnosis compared with patients without dementia, but declined more steeply from 16 years before diagnosis, while diastolic blood pressure generally declined at similar rates. Mean body mass index followed a steeper non-linear decline from 11 years before diagnosis in the dementia group. Mean blood lipid levels (total cholesterol, LDL, HDL) and glycaemic measures (fasting plasma glucose and HbA1c) were generally higher in the dementia group compared with those without dementia and followed similar patterns of change. However, absolute group differences were small. Differences in levels of cardio-metabolic factors were observed up to two decades prior to dementia diagnosis. Our findings suggest that a long follow-up is crucial to minimise reverse causation arising from changes in cardio-metabolic factors during preclinical dementia. Future investigations which address associations between cardiometabolic factors and dementia should account for potential non-linear relationships and consider the timeframe when measurements are taken.
AB - To assess 20-year retrospective trajectories of cardio-metabolic factors preceding dementia diagnosis among people with type 2 diabetes (T2D). We identified 227,145 people with T2D aged > 42 years between 1999 and 2018. Annual mean levels of eight routinely measured cardio-metabolic factors were extracted from the Clinical Practice Research Datalink. Multivariable multilevel piecewise and non-piecewise growth curve models assessed retrospective trajectories of cardio-metabolic factors by dementia status from up to 19 years preceding dementia diagnosis (dementia) or last contact with healthcare (no dementia). 23,546 patients developed dementia; mean (SD) follow-up was 10.0 (5.8) years. In the dementia group, mean systolic blood pressure increased 16–19 years before dementia diagnosis compared with patients without dementia, but declined more steeply from 16 years before diagnosis, while diastolic blood pressure generally declined at similar rates. Mean body mass index followed a steeper non-linear decline from 11 years before diagnosis in the dementia group. Mean blood lipid levels (total cholesterol, LDL, HDL) and glycaemic measures (fasting plasma glucose and HbA1c) were generally higher in the dementia group compared with those without dementia and followed similar patterns of change. However, absolute group differences were small. Differences in levels of cardio-metabolic factors were observed up to two decades prior to dementia diagnosis. Our findings suggest that a long follow-up is crucial to minimise reverse causation arising from changes in cardio-metabolic factors during preclinical dementia. Future investigations which address associations between cardiometabolic factors and dementia should account for potential non-linear relationships and consider the timeframe when measurements are taken.
KW - Blood pressure
KW - Body mass index
KW - Cardio-metabolic risk factors
KW - Cholesterol
KW - Cohort
KW - Dementia
KW - Glucose
KW - Haemoglobin A1c
KW - High-density lipoprotein
KW - Longitudinal
KW - Low-density lipoprotein
KW - Predictors
KW - Trajectories
KW - Type 2 diabetes
KW - Vascular risk factors
UR - http://www.scopus.com/inward/record.url?scp=85149212339&partnerID=8YFLogxK
U2 - 10.1007/s10654-023-00977-7
DO - 10.1007/s10654-023-00977-7
M3 - Article
C2 - 36869989
AN - SCOPUS:85149212339
SN - 0393-2990
VL - 38
SP - 733
EP - 744
JO - European Journal Of Epidemiology
JF - European Journal Of Epidemiology
IS - 7
ER -