Wang Lei, Yu Yi, Jiang Ziwen, Lin Fuxiang, Zhong Yuxiang, Wang Chao, Huang Sidan, Xu Zhanping
The Eighth Clinical Medical College of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Foshan Maternal and Child Health Center, Foshan, Guangdong, China.
PLoS One. 2025 Feb 18;20(2):e0318254. doi: 10.1371/journal.pone.0318254. eCollection 2025.
Kidney stones frequently occur due to metabolic disorders, dietary habits, and lifestyle influences. The Prognostic Nutritional Index, which reflects an individual's nutritional condition, might be associated with kidney stone prevalence. This study examines the association between PNI and kidney stone prevalence in US adults.
The study used data from the National Health and Nutrition Examination Survey database from 2009-2018 and excluded pregnant women, and individuals who lacked data on kidney stones, or had incomplete Prognostic Nutritional Index data. Independent associations between Prognostic Nutritional Index and kidney stones were investigated by multivariate logistic regression and subgroup analyses, in addition to exploring nonlinear associations using smoothed curves and threshold effects.
A total of 13,835 participants aged ≥ 20 years were included, with a kidney stone prevalence of 8.48%. An inverse association was observed between the Prognostic Nutritional Index and kidney stone prevalence (OR = 0.97, 95% CI = 0.96-0.98, P < 0.001). This relationship was not significantly modified by race, education, marital status, or comorbidities such as hypertension, diabetes, and hyperlipidemia. However, sex and total cholesterol levels influenced the association. Stratified analysis showed a significant negative association in men (OR = 0.98, 95% CI = 0.96-0.99, P = 0.031), but not in women. A nonlinear relationship was identified in individuals with total cholesterol ≥ 5.2 mmol/L, with a significant negative association below the inflection point of 57 (OR = 0.96, P = 0.012) and a positive association above it (OR = 1.11, P = 0.03). These findings suggest that the Prognostic Nutritional Index is inversely associated with kidney stones, particularly in men and those with high cholesterol levels.
The Prognostic Nutritional Index was negatively associated with the risk of kidney stones, particularly in men and individuals with high cholesterol levels below the identified inflection point, suggesting that tailored nutritional management may be crucial for these subgroups.
肾结石的频繁发生与代谢紊乱、饮食习惯及生活方式的影响有关。反映个人营养状况的预后营养指数可能与肾结石患病率相关。本研究探讨美国成年人中预后营养指数与肾结石患病率之间的关联。
该研究使用了2009年至2018年国家健康与营养检查调查数据库中的数据,排除了孕妇以及缺乏肾结石数据或预后营养指数数据不完整的个体。除了使用平滑曲线和阈值效应探索非线性关联外,还通过多因素逻辑回归和亚组分析研究了预后营养指数与肾结石之间的独立关联。
共纳入13835名年龄≥20岁的参与者,肾结石患病率为8.48%。观察到预后营养指数与肾结石患病率呈负相关(OR = 0.97,95%CI = 0.96 - 0.98,P < 0.001)。种族、教育程度、婚姻状况或高血压、糖尿病和高脂血症等合并症对这种关系没有显著影响。然而,性别和总胆固醇水平影响了这种关联。分层分析显示男性存在显著负相关(OR = 0.98,95%CI = 0.96 - 0.99,P = 0.031),而女性不存在。在总胆固醇≥5.2 mmol/L的个体中发现了非线性关系,在拐点57以下存在显著负相关(OR = 0.96,P = 0.012),在拐点以上存在正相关(OR = 1.11,P = 0.03)。这些发现表明,预后营养指数与肾结石呈负相关,尤其是在男性和高胆固醇水平者中。
预后营养指数与肾结石风险呈负相关,尤其是在男性和在确定拐点以下的高胆固醇水平个体中,这表明针对性的营养管理对这些亚组可能至关重要。