TY - JOUR
T1 - Association between medication adherence and cardiovascular outcomes in patients with both diabetes and hypertension in primary care settings in Canada
T2 - a retrospective cohort study
AU - Su, Min
AU - Qin, Xiwen Simon
AU - Li, Yanhong
AU - Upshur, Ross
AU - Sullivan, Frank
AU - Légaré, France
AU - Greiver, Michelle
AU - Wu, Shishi
AU - Wei, Xiaolin
N1 - Funding: This study was funded by the Strategy for Patient-Oriented Research (SPOR) network in Chronic Diseases, Diabetes Action Canada.
PY - 2025/4/16
Y1 - 2025/4/16
N2 - Objectives The 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. Methods This 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. Results High 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). Conclusions High 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.
AB - Objectives The 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. Methods This 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. Results High 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). Conclusions High 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.
U2 - 10.1371/journal.pone.0319991
DO - 10.1371/journal.pone.0319991
M3 - Article
C2 - 40238823
AN - SCOPUS:105003075063
SN - 1932-6203
VL - 20
SP - 1
EP - 14
JO - PLoS ONE
JF - PLoS ONE
IS - 4
M1 - e0319991
ER -