Evidence map›Paper›PMID 36869989›Full record

ArticleEuropean journal of epidemiology2023

Twenty-year trajectories of cardio-metabolic factors among people with type 2 diabetes by dementia status in England: a retrospective cohort study.

Heidi T M Lai, Kiara Chang, Mansour T A Sharabiani, Jonathan Valabhji, Edward W Gregg, Lefkos Middleton, Azeem Majeed, Jonathan Pearson-Stuttard, Christopher Millett, Alex Bottle and 1 more

Abstract read
In one paragraph

Article in European journal of epidemiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Heidi T M LaiPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, St Dunstan's Road, London, W6 8RP, UK. h.lai@imperial.ac.uk.ORCID http://orcid.org/0000-0001-5540-6612
Kiara ChangPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, St Dunstan's Road, London, W6 8RP, UK.
Mansour T A SharabianiDepartment of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK.
Jonathan ValabhjiNHS England, London, UK.
Edward W GreggSchool of Population Health, RCSI University of Medicine and Health Sciences, Dublin, Ireland.
Lefkos MiddletonAgeing Epidemiology Research Unit, School of Public Health, Imperial College London, London, UK.
Azeem MajeedDepartment of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK.
Jonathan Pearson-StuttardDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Christopher MillettPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, St Dunstan's Road, London, W6 8RP, UK.
Alex BottleDepartment of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK.
Eszter P VamosPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, St Dunstan's Road, London, W6 8RP, UK.

Funding

Diabetes UK 18/0005851
6 · The paper itself

Abstract

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.

Indexed as

Diabetes Mellitus, Type 2Blood GlucoseBlood PressureBody Mass IndexCholesterol, HDLEnglandHumansRetrospective StudiesRisk FactorsBlood GlucoseCholesterol, HDLBlood pressureBody mass indexCardio-metabolic risk factorsCholesterolCohortDementiaGlucoseHaemoglobin A1cHigh-density lipoproteinLongitudinalLow-density lipoproteinPredictorsTrajectoriesType 2 diabetesVascular risk factors

Identifiers

PMID36869989
PMCPMC10276060

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.