Xu Jiahui, Xue Yan, Chen Qingguang, Han Xu, Cai Mengjie, Tian Jing, Jin Shenyi, Lu Hao
Department of Endocrinology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Laboratory of Cellular Immunity, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Front Med (Lausanne). 2022 Jun 20;9:928825. doi: 10.3389/fmed.2022.928825. eCollection 2022.
It is widely recognized that glycated hemoglobin (HbA1c) and systolic blood pressure (SBP) are two key risk factors for albuminuria and renal function impairment in patients with type 2 diabetes mellitus (T2DM). Our study aimed to identify the specific numerical relationship of albumin/creatinine ratio (ACR) with HbA1c and SBP among a large population of adults with T2DM.
A total of 8,626 patients with T2DM were included in the data analysis from the National Health and Nutrition Examination Surveys (NHANES) (1999-2018). The multiple linear regressions were used to examine the associations of ACR with HbA1c and SBP. Generalized additive models with smooth functions were performed to identify the non-linear relations between variables and interactions were also tested.
Significantly threshold effects were observed between ACR and HbA1c or SBP after multivariable adjustment, with the risk threshold values HbA1c = 6.4% and SBP = 127 mmHg, respectively. Once above thresholds were exceeded, the lnACR increased dramatically with higher levels of HbA1c (β = 0.23, 95 CI%:0.14, 0.32, < 0.001) and SBP (β = 0.03, 95 CI%:0.03, 0.04, < 0.001). Subgroup analysis showed high protein diet was related to higher ACR. In addition, a higher risk of ACR progression was observed in central obesity participants with HbA1C ≥ 6.4% or hyperuricemia participants with SBP ≥ 127 mmHg among patients withT2DM.
We identified thresholds of HbA1c and SBP to stratify patients with T2DM through rapid albuminuria progression. These might provide a clinical reference value for preventing and controlling diabetes kidney disease.
糖化血红蛋白(HbA1c)和收缩压(SBP)是2型糖尿病(T2DM)患者蛋白尿和肾功能损害的两个关键危险因素,这一点已得到广泛认可。我们的研究旨在确定大量成年T2DM患者中,白蛋白/肌酐比值(ACR)与HbA1c和SBP之间的具体数值关系。
对美国国家健康与营养检查调查(NHANES)(1999 - 2018年)中的8626例T2DM患者进行数据分析。采用多元线性回归分析ACR与HbA1c和SBP之间的关联。使用带有平滑函数的广义相加模型来识别变量之间的非线性关系,并检验相互作用。
多变量调整后,ACR与HbA1c或SBP之间存在显著的阈值效应,风险阈值分别为HbA1c = 6.4%和SBP = 127 mmHg。一旦超过阈值,随着HbA1c(β = 0.23,95%置信区间:0.14,0.32,P < 0.001)和SBP(β = 0.03,95%置信区间:0.03,0.04,P < 0.001)水平升高,lnACR急剧增加。亚组分析显示高蛋白饮食与较高的ACR相关。此外,在T2DM患者中,HbA1C≥6.4%的中心性肥胖参与者或SBP≥127 mmHg的高尿酸血症参与者中,观察到ACR进展风险更高。
我们确定了HbA1c和SBP的阈值,以通过快速蛋白尿进展对T2DM患者进行分层。这些可能为预防和控制糖尿病肾病提供临床参考价值。