Nie Manqing, Xie Tiancheng, Zheng Bo, Zou Xiaoli, Sun Guokang, He Qiurong, Wu Ling, Zhang Jing, Zhou Dingzi
/ ( 610041) West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu 610041, China.
Sichuan Da Xue Xue Bao Yi Xue Ban. 2025 Mar 20;56(2):442-450. doi: 10.12182/20250360604.
To assess the exposure levels of heavy metals, including lead, arsenic, mercury, and cadmium, in the local population in Sichuan and Chongqing, China, to compare and analyze the differences in reference intervals (RIs) obtained from direct and indirect sampling methods, and to explore the interchangeability and limitations of these two sampling methods.
RIs were obtained by the direct sampling method and the indirect sampling method. In the direct sample method, the levels of blood arsenic, urinary cadmium, urinary mercury, and blood lead levels of 5562 healthy participants aged 22-50 years in Sichuan and Chongqing, China were measured by atomic absorption spectrometry and inductively coupled plasma-mass spectrometry. Using the human biomonitoring (HBM) data, we established RIs for the population by a nonparametric method. On the other hand, in the indirect sampling method, RIs were established via a nonparametric method based on data from the laboratory information system (LIS) of a local hospital after stratifying healthy individuals using a Gaussian mixture model (GMM). Comparative analysis of the RIs derived from the two sampling methods were then conducted.
The RI for blood arsenic was 0.11-1.3 μmol/L. The RI for urinary cadmium was 0.51-2.80 μmol/mol creatine for adults aged 22 to under 43 years and 0.66-2.96 μmol/mol creatine for adults aged 43-50 years. The RI for urinary mercury was 0.12-1.10 μmol/mol creatine. The RI for blood lead was 14.00-47.00 μg/L for adults aged 22 to under 41 year, 16.00-53.38 μg/L for males aged 41-50 year, and 15.00-51.02 μg/L for females aged 41-50 year. Most of the RIs established by the direct sampling method had a narrower range compared to those established by the indirect sampling method, and the RIs established by both sampling methods were partially biased.
The RIs for blood arsenic, urine cadmium, urine mercury, and blood lead in healthy individuals aged 22-50 years in Sichuan and Chongqing, China were established using both direct and indirect sampling methods, which contributes to a better understanding of environmental exposure to metals in the general population and provides a reference for metal poisoning. For data from the same lab, the GMM-based indirect sampling method demonstrated relatively consistent performance in establishing RIs compared with the direct sampling method.
评估中国四川和重庆当地人群中铅、砷、汞和镉等重金属的暴露水平,比较和分析直接采样法和间接采样法获得的参考区间(RIs)的差异,并探讨这两种采样方法的互换性和局限性。
通过直接采样法和间接采样法获得RIs。在直接采样法中,采用原子吸收光谱法和电感耦合等离子体质谱法测定了中国四川和重庆5562名年龄在22 - 50岁的健康参与者的血砷、尿镉、尿汞和血铅水平。利用人体生物监测(HBM)数据,通过非参数方法为该人群建立RIs。另一方面,在间接采样法中,在使用高斯混合模型(GMM)对健康个体进行分层后,基于当地一家医院实验室信息系统(LIS)的数据,通过非参数方法建立RIs。然后对两种采样方法得出的RIs进行比较分析。
血砷的RI为0.11 - 1.3 μmol/L。22岁至43岁以下成年人尿镉的RI为0.51 - 2.80 μmol/mol肌酐,43 - 50岁成年人尿镉的RI为0.66 - 2.96 μmol/mol肌酐。尿汞的RI为0.12 - 1.10 μmol/mol肌酐。22岁至41岁以下成年人血铅的RI为14.00 - 47.00 μg/L,41 - 50岁男性血铅的RI为16.00 - 53.38 μg/L,41 - 50岁女性血铅的RI为15.00 - 51.02 μg/L。与间接采样法建立的RIs相比,直接采样法建立的大多数RIs范围更窄,且两种采样方法建立的RIs均存在部分偏差。
采用直接和间接采样法建立了中国四川和重庆22 - 50岁健康个体血砷、尿镉、尿汞和血铅的RIs,有助于更好地了解一般人群的环境金属暴露情况,并为金属中毒提供参考。对于来自同一实验室的数据,基于GMM的间接采样法在建立RIs方面与直接采样法相比表现出相对一致的性能。