Department of Cardiology, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, People's Republic of China.
Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, People's Republic of China.
Sci Rep. 2024 Aug 2;14(1):17948. doi: 10.1038/s41598-024-68813-w.
Prediabetes and related complications constitute significant public health burdens globally. As an indicator closely associated with abnormal glucose metabolism and atherosclerosis, the utility of Pulse Pressure Index (PPI) as a prediabetes risk marker has not been explored. We performed a retrospective cohort analysis to investigate this putative association between PPI and prediabetes hazard. Our analysis encompassed 183,517 Chinese adults ≥ 20 years registered within the Rich Healthcare Group 2010-2016. PPI was defined as (systolic blood pressure - diastolic blood pressure)/systolic blood pressure. The relationship between PPI and prediabetes risk was assessed via Cox proportional hazards regression modeling. Non-linearity evaluations applied cubic spline fitting approaches alongside smooth curve analysis. Inflection points of PPI concerning prediabetes hazard were determined using two-piecewise Cox models. During a median follow-up of 3 years (2.17-3.96 years), new-onset prediabetes was documented in 20,607 patients (11.23%). Multivariate regression analysis showed that PPI was an independent risk factor for prediabetes, and the risk of prediabetes increased by 0.6% for every 1% increase in PPI (Hazard Ratio [HR]: 1.006, 95% Confidence Interval [CI] 1.004-1.008, P < 0.001). This association was non-significant for PPI ≤ 37.41% yet exhibited a sharp upsurge when PPI surpassed 37.41% (HR: 1.013, 95% CI 1.005-1.021, P = 0.0029). Our analysis unveils a positive, non-linear association between PPI and future prediabetes risk. Within defined PPI ranges, this relationship is negligible but dramatically elevates beyond identified thresholds.
糖尿病前期及相关并发症在全球范围内构成了重大的公共卫生负担。脉搏压指数(PPI)作为异常葡萄糖代谢和动脉粥样硬化的密切相关指标,其作为糖尿病前期风险标志物的效用尚未得到探索。我们进行了一项回顾性队列分析,以研究 PPI 与糖尿病前期危险之间的这种假定关联。我们的分析包括了 2010 年至 2016 年期间在锐医疗集团注册的 183517 名中国≥20 岁的成年人。PPI 定义为(收缩压-舒张压)/收缩压。通过 Cox 比例风险回归模型评估 PPI 与糖尿病前期风险之间的关系。非线性评估采用三次样条拟合方法和平滑曲线分析。使用两段式 Cox 模型确定 PPI 与糖尿病前期危险相关的拐点。在中位随访 3 年(2.17-3.96 年)期间,20607 名患者(11.23%)新诊断为糖尿病前期。多变量回归分析显示,PPI 是糖尿病前期的独立危险因素,PPI 每增加 1%,糖尿病前期的风险增加 0.6%(风险比[HR]:1.006,95%置信区间[CI]:1.004-1.008,P<0.001)。对于 PPI≤37.41%,这种关联不显著,但当 PPI 超过 37.41%时,这种关联急剧上升(HR:1.013,95%CI 1.005-1.021,P=0.0029)。我们的分析揭示了 PPI 与未来糖尿病前期风险之间存在正的、非线性关联。在定义的 PPI 范围内,这种关系可以忽略不计,但在超过确定的阈值时会急剧上升。