Evidence map›Paper›PMID 40238823›Full record

ArticlePloS one2025

Association between medication adherence and cardiovascular outcomes in patients with both diabetes and hypertension in primary care settings in Canada: A retrospective cohort study.

Min Su, Xiwen Simon Qin, Yanhong Li, Ross Upshur, Frank Sullivan, France Légaré, Michelle Greiver, Shishi Wu, Xiaolin Wei

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Min SuSchool of Public Administration, Inner Mongolia University, Hohhot, China.ORCID https://orcid.org/0000-0003-3772-1891
Xiwen Simon QinFaculty of Pharmacology and Pharmacy, Hong Kong University, Hong Kong, China.
Yanhong LiDalla Lana School of Public Health, University of Toronto, Toronto, Canada.
Ross UpshurDalla Lana School of Public Health, University of Toronto, Toronto, Canada.
Frank SullivanDalla Lana School of Public Health, University of Toronto, Toronto, Canada.ORCID https://orcid.org/0000-0002-6623-4964
France LégaréFaculty of Medicine, Laval University, Quebec, Quebec, Canada.
Michelle GreiverDepartment of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada.
Shishi WuDalla Lana School of Public Health, University of Toronto, Toronto, Canada.
Xiaolin WeiDalla Lana School of Public Health, University of Toronto, Toronto, Canada.ORCID https://orcid.org/0000-0002-3076-2650

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe impact of concurrent adherence to antihypertensives, antidiabetics, and statins on cardiovascular disease (CVD) outcomes and intermediate clinical outcomes in people with hypertension and diabetes remains unclear. This study aimed to evaluate the association between medication adherence and CVD outcomes in such patients.

methodsThis retrospective cohort study analyzed the electronic medical records of 36,211 adults aged 18 or older diagnosed with hypertension and diabetes between January 2008 and June 2016 in Canada. Patients were prescribed antihypertensives, antidiabetics, and statins, with a minimum 1-year follow-up post-diagnosis. Medication adherence was determined by the proportion of days covered (PDC). For monotherapy, a PDC≥80% and <80% was reflected high and low adherence respectively. In multiple medication scenarios, adherence was considered high when each medication was at PDC≥80%; low when any medication fell below 80%. The primary outcome encompassed cardiac events, including coronary heart disease, stroke, and heart failure. Intermediate clinical outcomes included changes in diastolic blood pressure (DBP), Systolic Blood Pressure (SBP), glycated hemoglobin (HbA1c), low-density lipoprotein cholesterol (LDL-C), and total cholesterol (TC). Cox regression models assessed the association between medication adherence and CVD morbidity, all-cause mortality, and intermediate clinical outcomes.

resultsHigh adherence to antidiabetic and statin monotherapy was associated with a lower all-cause mortality risk (aHR=0.67, P=0.001; aHR=0.68, P<0.001, respectively). For patients simultaneously prescribed three medications, higher adherence was linked to significant reductions in DBP (6 months: coefficient -0.52, P=0.01; 12 months: coefficient -0.44, P=0.02; 18 months: coefficient -0.55, P=0.004) and LDL-C (6 months: coefficient -0.04, P=0.02; 12 months: coefficient -0.05, P=0.01; 18 months: coefficient -0.04, P=0.02).

conclusionsHigh adherence to antidiabetic and statin monotherapy correlated with lower all-cause mortality risk and improved intermediate clinical outcomes. However, simultaneous adherence to three medications did not significantly affect CVD outcomes, but influenced intermediate outcomes. Therefore, improving adherence to antihypertensives, antidiabetics, and statins among patients with hypertension and diabetes is important in primary care settings.

Indexed as

Antihypertensive AgentsCardiovascular DiseasesDiabetes MellitusHypertensionMedication AdherenceAdultAgedBlood PressureCanadaFemaleGlycated HemoglobinHumansHydroxymethylglutaryl-CoA Reductase InhibitorsHypoglycemic AgentsMaleMiddle AgedAntihypertensive AgentsGlycated HemoglobinHydroxymethylglutaryl-CoA Reductase InhibitorsHypoglycemic Agents

Identifiers

PMID40238823
PMCPMC12002471

What OpenQuestion holds

Texttitle and abstract
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.