Li Zhigang, Peng Siqi, Zhang Decong, Liu Lulin
The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Jiangxi Province, Nanchang, China.
Department of general surgery, Yingtan City People's Hospital, No.1 Longhushan North Avenue, Yingtan, Jiangxi Province, China.
BMC Public Health. 2024 Dec 18;24(1):3489. doi: 10.1186/s12889-024-20958-z.
Previous studies have revealed the impact of heavy metals (HMs) on gut microbiota and intestinal structure. However, the relationship between HMs and fecal incontinence (FI) remains unclear. Therefore, this study aims to evaluate the association between blood HMs exposure and FI.
Data for this study were obtained from the 2005-2010 cycles of National Health and Nutrition Examination Survey (NHANES). Information regarding FI was retrieved from the Bowel Health Questionnaire, while data on HMs were collected through laboratory examinations. Weighted logistic regression, two-indices weighted quantile sum (2iWQS), quantile g-computation (qgcomp), and restricted cubic splines (RCS) were employed to explore the relationships between blood levels of cadmium (Cd), lead (Pb), and mercury (Hg) and FI. Additionally, Subgroup analyses were conducted to discern specific associations within distinct populations.
A total of 12,142 participants aged 20 years and above were included in this study. Weighted logistic regression indicated a positive association between Cd (Crude model: OR = 1.21, 95% CI: 1.09-1.35, p < 0.001) and Pb (Crude model: OR = 1.01, 95% CI: 1.01-1.02, p < 0.001) with FI. After adjusting for all covariates, the positive associations remained significant for Cd (Model 2: Q1 vs. Q3, OR = 1.38, 95% CI: 1.04-1.83, p = 0.026) and Pb (Model 2: OR = 1.01, 95% CI: 1.00-1.01, p = 0.004). The 2iWQS regression analysis demonstrated a positive correlation between the mixture of three blood HMs and FI (OR = 1.18, 95% CI: 1.05-1.32, p = 0.005), with Cd having the highest weight among the metals (0.76). The qgcomp analysis confirmed this finding (OR = 1.12, 95% CI: 1.01-1.26, p = 0.036; weight = 0.72). Subgroup analysis revealed that the positive association between Cd and FI was more pronounced among males; Mexican Americans; those with a poverty income ratio (PIR) > 2; individuals with college or above education; overweight participants; never-smokers; heavy drinkers; those with hypertension; and non-diabetes individuals. Conversely, the association between Pb and FI was stronger among participants aged 40-60, overweight participants, and never-smokers.
Exposure to blood HMs, particularly Cd, is associated with FI in American adults. Future research should focus on elucidating the causal relationships and underlying mechanisms.
先前的研究揭示了重金属(HMs)对肠道微生物群和肠道结构的影响。然而,HMs与大便失禁(FI)之间的关系仍不清楚。因此,本研究旨在评估血液中HMs暴露与FI之间的关联。
本研究的数据来自2005 - 2010年国家健康与营养检查调查(NHANES)周期。关于FI的信息从肠道健康问卷中获取,而HMs的数据通过实验室检查收集。采用加权逻辑回归、双指标加权分位数和(2iWQS)、分位数g计算(qgcomp)和受限立方样条(RCS)来探讨血液中镉(Cd)、铅(Pb)和汞(Hg)水平与FI之间的关系。此外,进行亚组分析以辨别不同人群中的特定关联。
本研究共纳入12142名20岁及以上的参与者。加权逻辑回归表明,Cd(粗模型:OR = 1.21,95%CI:1.09 - 1.35,p < 0.001)和Pb(粗模型:OR = 1.01,95%CI:1.01 - 1.02,p < 0.001)与FI呈正相关。在调整所有协变量后,Cd(模型2:Q1与Q3,OR = 1.38,95%CI:1.04 - 1.83,p = 0.026)和Pb(模型2:OR = 1.01,95%CI:1.00 - 1.01,p = 0.004)的正相关仍然显著。2iWQS回归分析表明,三种血液HMs的混合物与FI之间存在正相关(OR = 1.18,95%CI:1.05 - 1.32,p = 0.005),其中Cd在金属中权重最高(0.76)。qgcomp分析证实了这一发现(OR = 1.12,95%CI:1.01 - 1.26,p = 0.036;权重 = 0.72)。亚组分析显示,Cd与FI之间的正相关在男性、墨西哥裔美国人、贫困收入比(PIR)> 2的人群、具有大学及以上学历的个体、超重参与者、从不吸烟者、大量饮酒者以及患有高血压和非糖尿病的个体中更为明显。相反,Pb与FI之间的关联在40 - 60岁的参与者、超重参与者和从不吸烟者中更强。
美国成年人血液中HMs暴露,尤其是Cd暴露,与FI有关。未来的研究应侧重于阐明因果关系和潜在机制。