Sex differences in the prognostic value of urinary albumin-to-creatinine ratio for coronary artery disease and cardiovascular events in people with type 2 diabetes and normoalbuminuria
BackgroundUrinary albumin excretion is an established marker of cardiovascular (CV) risk in people with type 2 diabetes mellitus (T2DM). However, its prognostic significance within the normoalbuminuric range (< 30 mg/g) remains uncertain, particularly regarding sex-specific differences. This study examined whether urinary albumin-to-creatinine ratio (UACR; KDIGO A1 range) is associated with coronary artery disease (CAD) severity and 6-year major adverse cardiovascular events (MACE) in women and in men with T2DM and preserved kidney function (eGFR > 60 mL/min/1.73 m², UACR < 30 mg/g), treating sex differences as a co-primary objective.MethodsWe conducted a retrospective cohort study involving adults with T2DM who underwent diagnostic coronary angiography. Baseline associations between log-transformed UACR, CAD severity, CV risk factors, and inflammatory markers were evaluated using multivariable linear regression. MACE (defined as non-fatal myocardial infarction or unstable angina requiring urgent revascularization, stroke, or CV death) were recorded during 6-year of follow-up. Cox proportional hazards models, adjusted for age, sex, hypertension, smoking, BMI, lipid profile, hs-CRP, and ACEI/ARB use, were used to assess UACR–MACE associations.Results We included 420 adults (180 women, 42.9%) with a mean of age 65.3 ± 10.7 years and a median UACR 7.56 mg/g (IQR 4.12–15.5). Significant CAD was present in 310 participants (73.8%), and 78 experienced MACE during follow-up (35.5%). Higher UACR was independently associated with greater coronary stenosis (adjusted R² = 0.090, p < 0.001). Kaplan-Meier analysis showed a significantly higher incidence of MACE in the highest UACR tertile (log-rank p = 0.039). In multivariable Cox models adjusted for age, sex, hypertension, smoking, lipid profile, hs-CRP, SSI, and ACEI/ARB use, higher log-UACR independently predicted MACE (adjusted HR 1.67, 95% CI 1.35–2.10; p < 0.01). In sex-stratified Cox models, higher log-UACR predicted MACE in both sexes and remained independently associated in multivariable analyses (adjusted HR 1.67, 95% CI 1.35–2.10; p < 0.01). Associations were directionally stronger in women, who showed higher cumulative event rates across UACR tertiles, although the formal UACR × sex interaction did not reach statistical significance.Conclusions Within the normoalbuminuric range, UACR is associated with greater CAD burden and higher 6-year MACE risk, with sex-specific differences. These findings suggest potential sex-related variation in the prognostic value of high-normal albuminuria, particularly among women, warranting validation in larger and more diverse cohorts.Supplementary InformationThe online version contains supplementary material available at 10.1186/s12933-025-02996-y.
- Research Article
1
- 10.7860/jcdr/2020/44674.13874
- Jan 1, 2020
- JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH
Introduction: N-Terminal pro Brain Natriuretic Peptide (NT-pro BNP) is an important biomarker in the management of patients with heart failure. Several studies reported its importance as a predictor of morbidity and mortality in Acute Coronary Syndrome (ACS) patients. Aim: To compare serum NT-proBNP levels in Non ST Elevation Acute Coronary Syndrome (NSTE-ACS) patients and controls and to assess the relation between Nt-proBNP and the severity of Coronary Artery Disease (CAD) in patients with NSTE-ACS including unstable Angina (UA) and Non ST Elevation Myocardial Infarction (NSTEMI). Materials and Methods: Sixty NSTE-ACS patients and 20 matched control without significant obstructive CAD were included in the study. Cardiac enzymes, blood urea, serum creatinine, serum NT-proBNP were measured in all patients immediately before coronary angiography. Gensini score and Syntax score were calculated for all study patients. The NSTE-ACS patients were followed-up for six months for Major Adverse Cardiovascular Events (MACE) including mortality, myocardial infarction, heart failure, stroke, revascularisation by primary percutaneous coronary intervention or Coronary Artery Bypass Grafting (CABG). Results: The mean serum NT-proBNP in NSTE-ACS (UA and NSTEMI) patients was significantly higher (662.7±635.2) pg/mL than that in the control (102.3±96.4) pg/mL, p<0.001. The effective cut-off value for the diagnosis of CAD was 139 pg/mL, Area Under Curve (AUC)=0.950, 95% CI: 0.890-1.00). The serum NT-proBNP was correlated with the severity and complexity of CAD as measured by Gensini score (r=0.496, p<0.001) and Syntax score (r=0.443, p<0.001). The mean value of NT-proBNP in patients with six months MACE was insignificantly higher than in patients without six months MACE with Interquartile Range (IQR) of 418.5 (139-2037) vs. 366 (175-3237) pg/mL, p=0.970. Conclusion: NT-proBNP was correlated with the severity and complexity of CAD in NSTE-ACS with preserved left ventricular systolic function, but it has no impact on six months MACE.
- Research Article
- 10.1093/eurheartj/ehab724.1131
- Oct 12, 2021
- European Heart Journal
Association of high-sensitivity Troponin T and I blood levels with outcome of coronary artery disease – results from the INTERCATH cohort
- Research Article
270
- 10.1016/j.jacc.2009.10.039
- Mar 1, 2010
- Journal of the American College of Cardiology
Prognostic Value of 64-Slice Cardiac Computed Tomography: Severity of Coronary Artery Disease, Coronary Atherosclerosis, and Left Ventricular Ejection Fraction
- Abstract
- 10.1136/heartjnl-2023-ics.2
- Oct 1, 2023
- Heart
BackgroundThe optimum strategy for managing coronary artery disease (CAD) prior to transcatheter aortic valve implantation (TAVI) remains unclear. A recent consensus statement from the European Association of Percutaneous Cardiovascular Interventions...
- Research Article
5
- 10.1177/2050312114533535
- Jan 1, 2014
- SAGE Open Medicine
Background:Patient prognosis has been shown to directly correlate with the severity of coronary artery disease diagnosed by coronary computed tomography angiography (CCTA). Although the presence of coronary artery calcium has been associated with increased incidence of ischemic stroke, there are no data on the incidence of ischemic stroke based upon the severity of coronary artery disease by CCTA. Therefore, we sought to investigate the rate of major adverse cardiovascular events, including ischemic stroke, based upon the severity of coronary artery disease by CCTA over a 6-year period in a high-volume single military center.Methods:We performed a retrospective chart review of all CCTA studies to evaluate the incidence of all-cause mortality, non-fatal myocardial infarction, ischemic stroke, and late revascularization (>90 days following CCTA) from January 2005 until July 2012. We reviewed 1518 CCTA reports, dividing patients into groups with obstructive (≥50% stenosis), non-obstructive (<50% stenosis), and no coronary artery disease (no angiographic disease). Subsequent major adverse cardiovascular events data (incidence of all-cause mortality, ischemic stroke, non-fatal myocardial infarction, and late revascularization) were obtained.Results:Over a review period of 6 years with a resultant median follow-up period of 22 months (interquartile range = 13–34 months), the major adverse cardiovascular events rate was significantly higher with obstructive coronary artery disease compared to both non-obstructive coronary artery disease and no coronary artery disease (8.9% vs 0.7%, p < 0.001; 8.9% vs 1.6%, p < 0.001). The incidence of ischemic stroke alone was also significantly higher in those with obstructive coronary artery disease compared to those with no coronary artery disease (3.8% vs 0.4%, p < 0.001).Conclusion:Being free of disease on CCTA was associated with excellent cardiovascular prognosis. Obstructive coronary artery disease was associated with a significantly increased incidence of ischemic stroke. There was also a direct correlation between the severity of coronary artery disease on CCTA and cardiovascular prognosis over the follow-up period of 24 months.
- Research Article
96
- 10.1093/ehjci/jet132
- Apr 8, 2014
- European Heart Journal - Cardiovascular Imaging
Prior studies evaluating the prognostic utility of cardiac CT angiography (CCTA) have been largely constrained to an all-cause mortality endpoint, with other cardiac endpoints generally not reported. To this end, we sought to determine the relationship of extent and severity of coronary artery disease (CAD) by CCTA to risk of incident major adverse cardiac events (MACEs) (defined as death, myocardial infarction, and late revascularization). We identified subjects without prior known CAD who underwent CCTA and were followed for MACE. CAD by CCTA was defined as none (0% luminal stenosis), mild (1-49% luminal stenosis), moderate (50-69% luminal stenosis), or severe (≥70% luminal stenosis), and ≥50% luminal stenosis was considered as obstructive. CAD severity was judged on per-patient, per-vessel, and per-segment basis. Time to MACE was estimated using univariable and multivariable Cox proportional hazards models. Among 15 187 patients (57 ± 12 years, 55% male), 595 MACE events (3.9%) occurred at a 2.4 ± 1.2 year follow-up. In multivariable analyses, an increased risk of MACE was observed for both non-obstructive [hazard ratio (HR) 2.43, P < 0.001] and obstructive CAD (HR: 11.21, P < 0.001) when compared with patients with normal CCTA. Risk-adjusted MACE increased in a dose-response relationship based on the number of vessels with obstructive CAD ≥50%, with increasing hazards observed for non-obstructive (HR: 2.54, P < 0.001), obstructive one-vessel (HR: 9.15, P < 0.001), two-vessel (HR: 15.00, P < 0.001), or three-vessel or left main (HR: 24.53, P < 0.001) CAD. Among patients stratified by age <65 vs. ≥65 years, older individuals experienced higher risk-adjusted hazards for MACE for non-obstructive, one-, and two-vessel, with similar event rates for three-vessel or left main (P < 0.001 for all) compared with normal individuals age <65. Finally, there was a dose relationship of CAD findings by CCTA and MACE event rates with each advancing decade of life. Among individuals without known CAD, non-obstructive, and obstructive CAD are associated with higher MACE rates, with different risk profiles based on age.
- Research Article
31
- 10.1148/radiol.13121669
- Feb 19, 2013
- Radiology
To assess the prevalence, extent, severity, and risk of coronary artery disease (CAD) in patients suspected of having CAD but with no medically modifiable risk factors. Institutional review board approval or waiver of consent was obtained at each center. This study was HIPAA compliant. From an international multicenter cohort study of 27 125 subjects undergoing coronary computed tomographic (CT) angiography from 12 centers, 5262 patients without known CAD and without modifiable risk factors were identified. CAD severity was defined as none (0%), mild (1%-49%), or obstructive (≥ 50%) on a per-patient, per-vessel, and per-segment basis. CAD presence, extent, and severity were related to incidence of major adverse cardiovascular event (MACE) by using Cox proportional hazards models. At a mean follow-up of 2.3 years ± 1.2 (standard deviation), MACE occurred in 106 patients. CAD was common for nonobstructive (n = 1452, 27%) and obstructive (n = 629, 12%) CAD. In risk-adjusted analysis, per-patient obstructive CAD (hazard ratio [HR], 6.64; 95% confidence interval [CI]: 3.68, 12.00; P ≤ .001) was related to MACE. MACE was associated with a dose-response relationship to the number of vessels exhibiting obstructive CAD, increasing risk for obstructive one-vessel (HR, 6.11; 95% CI: 3.22, 11.6; P ≤ .001), two-vessel (HR, 5.86; 95% CI: 2.75, 12.5; P ≤ .0001), or three-vessel or left main (HR, 11.69; 95% CI: 5.38, 25.4; P ≤ .001) CAD. The increased hazard for MACE of obstructive disease holds true for symptomatic (HR, 11.9; 95% CI: 4.81, 29.6; P ≤ .001) and asymptomatic (HR, 6.3; 95% CI: 2.4, 16.7; P ≤ .001) patients. No CAD at coronary CT angiography was associated with a low annualized MACE rate: 0.31% versus 2.06% with obstructive disease. Among individuals suspected of having CAD but without modifiable risk factors, CAD is common, with significantly increased hazards for MACE and mortality.
- Research Article
- 10.1093/ndt/gfab149.001
- May 29, 2021
- Nephrology Dialysis Transplantation
Background and Aims People with type 2 diabetes mellitus (T2DM) have a greater risk of cardiovascular (CV) disease and major adverse CV events (MACE) that is more common as renal function declines. The sodium glucose co-transporter 2 (SGLT2) inhibitor canagliflozin reduced the risk of MACE (CV death, nonfatal myocardial infarction [MI], and nonfatal stroke) in patients with T2DM and high CV risk or nephropathy in the CANVAS Program and CREDENCE trials, respectively. Method This post hoc analysis included integrated, pooled data from the CANVAS Program and the CREDENCE trial. The effects of canagliflozin compared with placebo on MACE were assessed in subgroups defined by baseline urinary albumin:creatinine ratio (UACR; &lt;30, 30-300, and &gt;300 mg/g). Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using stratified (by study) Cox regression models, with subgroup by treatment interaction terms added to test for heterogeneity. Interaction P values were calculated by including the terms of treatment group, baseline UACR, and their interaction in the model. Results A total of 14,543 participants from the CANVAS Program (N = 10,142) and CREDENCE (N = 4,401) were included, with mean estimated glomerular filtration rate of 70.3 mL/min/1.73 m2 and median (interquartile range) UACR of 501.0 (8.4-523.6) mg/g. Among participants with baseline UACR measurements, 7038 (48.8%), 2762 (19.1%), and 4634 (32.1%) participants had baseline UACR &lt;30, 30-300, and &gt;300 mg/g, respectively. Rates of MACE and its components increased as UACR increased (Figure). Canagliflozin reduced the risk of MACE compared with placebo in the overall population (HR, 0.83; 95% CI, 0.75, 0.92), with consistent effects observed across UACR subgroups (interaction P value = 0.42). Canagliflozin also reduced the risk of the individual components of CV death (HR, 0.84; 95% CI, 0.72, 0.97), nonfatal MI (HR, 0.83; 95% CI, 0.70, 0.99), and nonfatal stroke (HR, 0.84; 95% CI, 0.69, 1.03), independent of baseline UACR (interaction P values = 0.40, 0.88, and 0.69, respectively). Canagliflozin was generally well tolerated in the CANVAS Program and the CREDENCE trial, with consistent results on safety outcomes across UACR subgroups. Conclusion Event rates of MACE and its components increased with higher UACR. Canagliflozin reduced the risk of MACE and its components in participants with T2DM and high CV risk or CKD in the CANVAS Program and CREDENCE trial, with consistent benefits observed regardless of baseline UACR.
- Research Article
12
- 10.1136/bmjopen-2021-052031
- Jan 1, 2022
- BMJ Open
ObjectiveThe impact of serum uric acid (sUA) levels on the clinical prognosis and severity of coronary artery disease in patients with acute coronary syndrome (ACS) and hypertension after percutaneous coronary...
- Research Article
8
- 10.1016/j.jcct.2020.09.007
- Sep 19, 2020
- Journal of Cardiovascular Computed Tomography
Prognostic value of coronary computed tomography angiography in patients with prior percutaneous coronary intervention
- Research Article
15
- 10.1007/s12350-019-01779-9
- Aug 1, 2020
- Journal of Nuclear Cardiology
Complementary pre-operative risk assessment using coronary computed tomography angiography and nuclear myocardial perfusion imaging in non-cardiac surgery: A VISION-CTA sub-study
- Research Article
73
- 10.1016/j.atherosclerosis.2008.12.045
- Mar 21, 2009
- Atherosclerosis
Increased glycated albumin and decreased esRAGE levels are related to angiographic severity and extent of coronary artery disease in patients with type 2 diabetes
- Research Article
- 10.1002/ccd.31669
- Jun 8, 2025
- Catheterization and Cardiovascular Interventions
ABSTRACTBackgroundElectrocardiographic parameters have emerged as valuable noninvasive markers for risk stratification in acute coronary syndrome (ACS).AimsThis study aimed to evaluate the correlation between R wave peak time (RWPT) and coronary artery disease (CAD) severity, and to assess its prognostic value for in‐hospital major adverse cardiac events (MACE) in ACS patients.MethodsWe retrospectively analyzed 183 ACS patients who underwent coronary angiography at our hospital between January 2020 and December 2023. RWPT, QRS duration, and P wave peak time were measured from admission electrocardiograms. CAD severity was quantified using the Gensini score, with patients classified into mild (score < 25, n = 81) and moderate‐severe (score ≥ 25, n = 102) groups. In‐hospital MACE was systematically recorded during hospitalization.ResultsRWPT demonstrated a strong positive correlation with the Gensini score (r = 0.7, p < 0.001). Patients with moderate‐severe CAD exhibited significantly prolonged RWPT compared to those with mild disease (43.2 ± 6.3 vs. 36.8 ± 5.3 ms, p < 0.001). Similarly, patients who experienced MACE had significantly longer RWPT than those without complications (44.7 ± 6.2 vs. 37.1 ± 5.5 ms, p < 0.001). In‐hospital MACE occurred in 25 patients (13.7%). Multivariate logistic regression analysis identified both RWPT (OR: 1.10, 95% CI: 1.05−1.15, p < 0.001) and diabetes mellitus (OR: 3.02, 95% CI: 1.16−7.93, p = 0.024) as independent risk factors of in‐hospital MACE.ConclusionRWPT measured on admission electrocardiograms correlates significantly with CAD severity and independently predicts in‐hospital MACE in ACS patients. As a simple, readily available parameter, RWPT may enhance risk stratification in ACS, particularly in resource‐limited settings where advanced imaging or biomarker testing access is constrained.
- Research Article
- 10.62347/aqxw7292
- Jan 1, 2025
- American journal of translational research
To investigate the predictive value of blood glucose level in patients with type 2 diabetes mellitus (T2DM) and acute coronary syndrome (ACS) concerning the degree of coronary artery disease and major adverse cardiovascular events (MACE). A retrospective study was conducted on 104 T2DM patients with ACS who visited West China Hospital, Sichuan University, from August 2020 to March 2024. Based on the Gensini score, patients were categorized into mild (0-30 points), moderate (31-59 points), and severe (≥60 points) groups. Additionally, patients were divided into MACE and non-MACE groups based on the occurrence of MACE. General information, blood glucose levels, and coronary angiography results were collected, along with six-month follow-up data. The predictive value of blood glucose levels for the severity of coronary artery disease and cardiovascular adverse events was analyzed using receiver operating characteristic (ROC) curves. There were significant differences in the levels of glycosylated serum protein (GSP), insulin-like growth factor-1 (IGF-1), and the triglyceride-glucose (TyG) index among patients with varying degrees of coronary artery disease (P<0.05), with levels increasing in line with disease severity. The MACE group exhibited generally higher levels of GSP, IGF-1, and TyG compared to the non-MACE group (P<0.05). ROC curve analysis revealed that the area under the curve (AUC) for GSP, IGF-1, and TyG for predicting severe coronary artery disease were 0.861, 0.936, and 0.896, respectively, and for predicting MACE occurrence were 0.738, 0.814, and 0.710, respectively (P<0.05). Blood glucose levels in T2DM patients with ACS have predictive value for both the severity of coronary artery disease and the occurrence of MACE. Measurement of GSP, IGF-1, and TyG is clinically significant for assessing prognosis and developing treatment strategies.
- Research Article
9
- 10.1186/s12968-021-00749-w
- Mar 1, 2021
- Journal of Cardiovascular Magnetic Resonance
BackgroundCoronary magnetic resonance angiography (CMRA) allows non-ionizing visualization of luminal narrowing in coronary artery disease (CAD). Although a prior study showed the usefulness of CMRA for risk stratification in short-term follow-up, the long-term prognostic value of CMRA remains unclear. The purpose of this study was to evaluate the long-term prognostic value of CMRA.MethodsA total of 506 patients without history of myocardial infarction or prior coronary artery revascularization underwent free-breathing whole-heart CMRA between 2009 and 2015. Images were acquired using a 1.5 T or 3 T scanner and visually evaluated as the consensus decisions of two observers. Obstructive CAD on CMRA was defined as luminal narrowing of ≥ 50% in at least one coronary artery. Major adverse cardiac events (MACE) comprised cardiac death, nonfatal myocardial infarction, and unstable angina.ResultsObstructive CAD on CMRA was observed in 214 patients (42%). During follow-up (median, 5.6 years), 31 MACE occurred. Kaplan–Meier curve analysis revealed a significant difference in event-free survival between patients with and without obstructive CAD for MACE (log-rank, p = 0.003) and cardiac death (p = 0.012). Annualized event rates for MACE in patients with no obstructive CAD, 1-vessel disease, 2-vessel disease, and left-main or 3-vessel disease were 0.6%, 1.5%, 2.3%, and 3.6%, respectively (log-rank, p = 0.003). Cox proportional hazard regression analysis showed that, among obstructive CAD on CMRA and clinical risk factors (age, sex, hypertension, diabetes, dyslipidemia, smoking, and family history of CAD), obstructive CAD and diabetes were significant predictors of MACE (hazard ratios, 2.9 [p = 0.005] and 2.2 [p = 0.034], respectively). In multivariate analysis, obstructive CAD remained an independent predictor (adjusted hazard ratio, 2.6 [p = 0.010]) after adjusting for diabetes. Addition of obstructive CAD to clinical risk factors significantly increased the global chi-square result from 8.3 to 13.8 (p = 0.022).ConclusionsIn long-term follow-up, free breathing whole heart CMRA allows non-invasive risk stratification for MACE and cardiac death and provides incremental prognostic value over conventional risk factors in patients without a history of myocardial infarction or prior coronary artery revascularization. The presence and severity of obstructive CAD detected by CMRA were associated with worse prognosis. Importantly, patients without obstructive CAD on CMRA displayed favorable prognosis.
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