Evidence map›Paper›PMID 41153081›Full record

ArticleDiabetes, obesity & metabolism2026

Blood pressure and adverse cardiovascular outcomes in older people with type 2 diabetes and chronic kidney disease: Findings based on the Clinical Practice Research Datalink databases in England.

Anna Meffen, Freya Tyrer, Junior Mbah Mbahnjeck, Kamlesh Khunti, Francesco Zaccardi, Setor K Kunutsor

Abstract read
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Article in Diabetes, obesity & metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Anna MeffenLeicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK.ORCID 0000-0002-9491-6110
Freya TyrerLeicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK.ORCID 0000-0003-2877-4342
Junior Mbah MbahnjeckFaculty of Medicine, Imperial College London, London, UK.
Kamlesh KhuntiLeicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK.ORCID 0000-0003-2343-7099
Francesco ZaccardiLeicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK.
Setor K KunutsorLeicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK.ORCID 0000-0002-2625-0273

Funding

British Heart Foundation Excellence Award RE/24/130031National Institute for Health and Care Research (NIHR) Applied Research Collaboration East Midlands (ARC EM)NIHR Leicester Biomedical Research Centre
6 · The paper itself

Abstract

aimsManaging blood pressure (BP) in older adults with type 2 diabetes (T2D) and chronic kidney disease (CKD) remains controversial, particularly regarding optimal targets and the impact of inadequate monitoring. Using Clinical Practice Research Datalink (CPRD) data, this study assessed associations between baseline systolic and diastolic BP (SBP and DBP) and the risk of major adverse cardiovascular events (MACE) and mortality in adults aged ≥65 with both T2D and CKD, the impact of missing BP records (proxy for inadequate monitoring), and sex-based differences in these relationships. MATERIALS AND

methodsA retrospective cohort study was conducted using CPRD data. The primary outcome was MACE (nonfatal stroke, myocardial infarction, and cardiovascular death); the secondary outcome was all-cause mortality. Baseline BP was modelled continuously and categorised as high (≥140/90 mmHg), normal (<140/90 mmHg), or missing (no BP record within 2 years prior to diagnosis). Flexible parametric competing risks models estimated adjusted 5-year outcome risks.

resultsMACE analysis included 160 764 individuals; mortality analysis included 181 307. The 5-year MACE risk was 14.1% for normal, 13.8% for high, and 19.6% for missing SBP. For all-cause mortality, risks were 20.6% (normal), 19.4% (high), and 34.0% (missing). SBP was a stronger risk indicator than DBP for both outcomes. Lower SBP (120 mmHg) was moderately associated with increased MACE and mortality; higher DBP (90 mmHg) was linked to increased mortality. Men had higher MACE and mortality risks than women.

conclusionsIn older adults with T2D and CKD, lower SBP and DBP were moderately associated with a higher risk of MACE and mortality, but the strongest indicator of adverse outcomes was the absence of regular blood pressure monitoring.

Indexed as

Blood PressureCardiovascular DiseasesDiabetes Mellitus, Type 2HypertensionRenal Insufficiency, ChronicAgedAged, 80 and overDatabases, FactualEnglandFemaleHumansMaleRetrospective StudiesRisk FactorsBlood pressurecardiovascular diseaseChronic kidney diseaseheart failureMajor adverse cardiovascular eventsprimary carereal‐world evidencetype 2 diabetes

Identifiers

PMID41153081
PMCPMC12673439

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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 OpenQuestion graph.