He Yiting, Ma Zeming, Chen Xiutong, Wang Jingsa, Chen Xiaojing, Deng Zhijian, Lin Kun
Medical College, Shantou University Medical College, Shantou, China.
Department of Endocrinology and Metabolism, The First Affiliated Hospital of Shantou University Medical College, Shantou, China.
Diabetes Res Clin Pract. 2025 Jun;224:112212. doi: 10.1016/j.diabres.2025.112212. Epub 2025 May 7.
This study investigated the relationship between the Hemoglobin, Albumin, Lymphocyte, and Platelets (HALP) score and all-cause and cardiovascular mortality risk in diabetes patients.
An analysis included 2154 individuals with diabetes from the 2003-2016 National Health and Nutrition Examination Survey (NHANES), with mortality data tracked until December 31, 2019. Cox regression models were adopted to evaluate the association of HALP score with mortality. The nonlinear relationship was examined using restricted cubic splines (RCS), and a two-segmented Cox proportional risk model analyzed data around identified threshold values.
During a median follow-up of 90 months, 565 (26.23 %) deaths occurred, of which 166 (7.71 %) caused by cardiovascular disease. In the Cox regression models, participants in the highest quartile of HALP score had lower risks of all-cause mortality (HR = 0.59,95 % CI:0.43-0.83, p = 0.002) and cardiovascular mortality (HR = 0.38,95 % CI:0.22-0.66, p < 0.001) compared to the lowest quartile. Based on the restricted cubic splines (RCS) curve, a L-shaped relationship was found, with thresholds of 49.81 for all-cause and 48.78 for cardiovascular mortality. HALP scores below these thresholds were associated with increased mortality (p < 0.001).
HALP score may serve as a valuable clinical indicator for predicting mortality risk in diabetes patients.
本研究调查了血红蛋白、白蛋白、淋巴细胞和血小板(HALP)评分与糖尿病患者全因死亡率和心血管死亡率风险之间的关系。
一项分析纳入了2003 - 2016年美国国家健康与营养检查调查(NHANES)中的2154名糖尿病患者,死亡率数据追踪至2019年12月31日。采用Cox回归模型评估HALP评分与死亡率的关联。使用受限立方样条(RCS)检验非线性关系,并采用两段式Cox比例风险模型分析已确定阈值附近的数据。
在中位随访90个月期间,发生了565例(26.23%)死亡,其中166例(7.71%)由心血管疾病导致。在Cox回归模型中,与最低四分位数相比,HALP评分最高四分位数的参与者全因死亡率风险较低(HR = 0.59,95%CI:0.43 - 0.83,p = 0.002),心血管死亡率风险较低(HR = 0.38,95%CI:0.22 - 0.66,p < 0.001)。基于受限立方样条(RCS)曲线,发现呈L形关系,全因死亡率阈值为49.81,心血管死亡率阈值为48.78。低于这些阈值的HALP评分与死亡率增加相关(p < 0.001)。
HALP评分可能是预测糖尿病患者死亡风险的有价值临床指标。