Department of Cardiology, First Hospital of Shanxi Medical University, Taiyuan, China.
Department of Cardiology, Second Hospital of Shanxi Medical University, Taiyuan, China.
Front Endocrinol (Lausanne). 2024 Apr 29;15:1355149. doi: 10.3389/fendo.2024.1355149. eCollection 2024.
The baseline urinary albumin/creatinine ratio (uACR) has been proven to be significantly associated with the risk of major adverse cardiac events (MACE). However, data on the association between the longitudinal trajectory patterns of uACR, changes in glycated hemoglobin A1c (HbA1c), and the subsequent risk of MACE in patients with diabetes are sparse.
This is a retrospective cohort study including 601 patients with type 2 diabetes mellitus (T2DM; uACR < 300 mg/g) admitted to The First Hospital of Shanxi Medical University and The Second Hospital of Shanxi Medical University from January 2015 to December 2018. The uACR index was calculated as urinary albumin (in milligrams)/creatinine (in grams), and latent mixed modeling was used to identify the longitudinal trajectory of uACR during the exposure period (2016-2020). The deadline for follow-up was December 31, 2021. The primary outcome was the MACE [a composite outcome of cardiogenic death, hospitalization related to heart failure (HHF), non-fatal acute myocardial infarction, non-fatal stroke, and acute renal injury/dialysis indications]. The Kaplan-Meier survival analysis curve was used to compare the risk of MACE among four groups, while univariate and multivariate Cox proportional hazards models were employed to calculate the hazard ratio (HR) and 95% confidence interval (CI) for MACE risk among different uACR or HbA1c trajectory groups. The predictive performance of the model, both before and after the inclusion of changes in the uACR and HbA1c, was evaluated using the area under the receiver operating characteristic (ROC) curve (AUC).
Four distinct uACR trajectories were identified, namely, the low-stable group (uACR = 5.2-38.3 mg/g, = 112), the moderate-stable group (uACR = 40.4-78.6 mg/g, = 229), the high-stable group (uACR = 86.1-153.7 mg/g, = 178), and the elevated-increasing group (uACR = 54.8-289.4 mg/g, = 82). In addition, five distinct HbA1c trajectories were also identified: the low-stable group (HbA1c = 5.5%-6.8%, = 113), the moderate-stable group (HbA1c = 6.0%-7.9%, = 169), the moderate-decreasing group (HbA1c = 7.4%-6.1%, = 67), the high-stable group (HbA1c = 7.7%-8.9%, = 158), and the elevated-increasing group (HbA1c = 8.4%-10.3%, = 94). Compared with the low-stable uACR group, patients in the high-stable and elevated-increasing uACR groups were more likely to be older, current smokers, and have a longer DM course, higher levels of 2-h plasma glucose (PG), HbA1c, N-terminal pro-B-type natriuretic peptide (NT-proBNP), uACR, and left ventricular mass index (LVMI), while featuring a higher prevalence of hypertension and a lower proportion of β-receptor blocker treatment ( < 0.05). During a median follow-up of 45 months (range, 24-57 months), 118 cases (19.6%) of MACE were identified, including 10 cases (1.7%) of cardiogenic death, 31 cases (5.2%) of HHF, 35 cases (5.8%) of non-fatal acute myocardial infarction (AMI), 18 cases (3.0%) of non-fatal stroke, and 24 cases (4.0%) of acute renal failure/dialysis. The Kaplan-Meier survival curve showed that, compared with that in the low-stable uACR group, the incidence of MACE in the high-stable (HR = 1.337, 95% CI = 1.083-1.652, = 0.007) and elevated-increasing (HR = 1.648, 95% CI = 1.139-2.387, = 0.009) uACR groups significantly increased. Similar results were observed for HHF, non-fatal AMI, and acute renal injury/dialysis indications ( < 0.05). The multivariate Cox proportional hazards models indicated that, after adjusting for potential confounders, the HRs for the risk of MACE were 1.145 ( = 0.132), 1.337 ( = 0.007), and 1.648 ( = 0.009) in the moderate-stable, high-stable, and elevated-increasing uACR groups, respectively. In addition, the HRs for the risk of MACE were 1.203 ( = 0.028), 0.872 ( = 0.024), 1.562 ( = 0.033), and 2.218 ( = 0.002) in the moderate-stable, moderate-decreasing, high-stable, and elevated-increasing groups, respectively. The ROC curve showed that, after adding uACR, HbA1c, or both, the AUCs were 0.773, 0.792, and 0.826, which all signified statistically significant improvements ( = 0.021, 0.035, and 0.019, respectively).
A long-term elevated uACR is associated with a significantly increased risk of MACE in patients with diabetes. This study implies that regular monitoring of uACR could be helpful in identifying diabetic patients with a higher risk of MACE.
基线尿白蛋白/肌酐比值(uACR)已被证明与主要不良心脏事件(MACE)的风险显著相关。然而,关于糖尿病患者 uACR 纵向轨迹模式的变化与糖化血红蛋白 A1c(HbA1c)的变化以及随后的 MACE 风险之间的关联的数据很少。
这是一项回顾性队列研究,纳入了 2015 年 1 月至 2018 年 12 月期间在山西医科大学第一医院和山西医科大学第二医院就诊的 601 例 2 型糖尿病(T2DM;uACR<300mg/g)患者。uACR 指数计算为尿白蛋白(毫克)/肌酐(克),并使用潜在混合建模来识别暴露期间(2016-2020 年)的 uACR 纵向轨迹。随访截止日期为 2021 年 12 月 31 日。主要结局是 MACE(心源性死亡、与心力衰竭相关的住院治疗[HHF]、非致死性急性心肌梗死、非致死性卒中和急性肾损伤/透析指征的复合结局)。Kaplan-Meier 生存分析曲线用于比较四组之间 MACE 的风险,同时使用单变量和多变量 Cox 比例风险模型计算不同 uACR 或 HbA1c 轨迹组之间 MACE 风险的风险比(HR)和 95%置信区间(CI)。通过比较在纳入 uACR 和 HbA1c 的变化前后的曲线下面积(AUC),评估模型的预测性能。
确定了四个不同的 uACR 轨迹,即低稳定组(uACR=5.2-38.3mg/g,=112)、中稳定组(uACR=40.4-78.6mg/g,=229)、高稳定组(uACR=86.1-153.7mg/g,=178)和升高增加组(uACR=54.8-289.4mg/g,=82)。此外,还确定了五个不同的 HbA1c 轨迹:低稳定组(HbA1c=5.5%-6.8%,=113)、中稳定组(HbA1c=6.0%-7.9%,=169)、中降低组(HbA1c=7.4%-6.1%,=67)、高稳定组(HbA1c=7.7%-8.9%,=158)和升高增加组(HbA1c=8.4%-10.3%,=94)。与低稳定 uACR 组相比,高稳定和升高增加 uACR 组的患者年龄更大、当前吸烟者比例更高、糖尿病病程更长、2 小时血糖(PG)、HbA1c、N 末端 pro-B 型利钠肽(NT-proBNP)、uACR 和左心室质量指数(LVMI)水平更高,同时高血压患病率更高,β受体阻滞剂治疗比例更低(<0.05)。在中位随访 45 个月(范围 24-57 个月)期间,118 例(19.6%)发生 MACE,包括 10 例(1.7%)心源性死亡、31 例(5.2%)HHF、35 例(5.8%)非致死性急性心肌梗死(AMI)、18 例(3.0%)非致死性卒中和 24 例(4.0%)急性肾损伤/透析。Kaplan-Meier 生存曲线显示,与低稳定 uACR 组相比,高稳定(HR=1.337,95%CI=1.083-1.652,=0.007)和升高增加(HR=1.648,95%CI=1.139-2.387,=0.009)uACR 组的 MACE 发生率显著增加。HHF、非致死性 AMI 和急性肾损伤/透析指征也观察到类似的结果(<0.05)。多变量 Cox 比例风险模型表明,在校正潜在混杂因素后,中稳定、高稳定和升高增加 uACR 组的 MACE 风险 HR 分别为 1.145(=0.132)、1.337(=0.007)和 1.648(=0.009)。此外,中稳定、中降低、高稳定和升高增加组的 MACE 风险 HR 分别为 1.203(=0.028)、0.872(=0.024)、1.562(=0.033)和 2.218(=0.002)。ROC 曲线显示,加入 uACR、HbA1c 或两者后,AUC 分别为 0.773、0.792 和 0.826,均具有统计学意义(=0.021、0.035 和 0.019)。
长期升高的 uACR 与糖尿病患者 MACE 风险显著增加相关。本研究表明,定期监测 uACR 有助于识别发生 MACE 风险较高的糖尿病患者。