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基于线性化多阶段模型评估低水平苯暴露所致白血病的风险。

Leukemia risk assessment of exposure to low-levels of benzene based on the linearized multistage model.

机构信息

State Key Laboratory of Trauma and Chemical Poisoning, National Institute for Occupational Health and Poison Control, Chinese Center for Disease Control and Prevention, Beijing, China.

Chinese Academy of Inspection and Quarantine, Beijing, China.

出版信息

Front Public Health. 2024 May 14;12:1355739. doi: 10.3389/fpubh.2024.1355739. eCollection 2024.

Abstract

OBJECTIVES

To assess leukemia risk in occupational populations exposed to low levels of benzene.

METHODS

Leukemia incidence data from the Chinese Benzene Cohort Study were fitted using the Linearized multistage (LMS) model. Individual benzene exposure levels, urinary S-phenylmercapturic acid (S-PMA) and trans, trans-muconic acid (-MA) were measured among 98 benzene-exposed workers from factories in China. Subjects were categorized into four groups by rounding the quartiles of cumulative benzene concentrations (< 3, 3-5, 5-12, ≥12 mg/m·year, respectively). The risk of benzene-induced leukemia was assessed using the LMS model, and the results were validated using the EPA model and the Singapore semi-quantitative risk assessment model.

RESULTS

The leukemia risks showed a positive correlation with increasing cumulative concentration in the four exposure groups (excess leukemia risks were 4.34, 4.37, 4.44 and 5.52 × 10, respectively;  < 0.0001) indicated by the LMS model. We also found that the estimated leukemia risk using urinary -MA in the LMS model was more similar to those estimated by airborne benzene compared to S-PMA. The leukemia risk estimated by the LMS model was consistent with both the Singapore semi-quantitative risk assessment model at all concentrations and the EPA model at high concentrations (5-12, ≥12 mg/m·year), while exceeding the EPA model at low concentrations (< 3 and 3-5 mg/m·year). However, in all four benzene-exposed groups, the leukemia risks estimated by these three models exceeded the lowest acceptable limit for carcinogenic risk set by the EPA at 1 × 10.

CONCLUSION

This study demonstrates the utility of the LMS model derived from the Chinese benzene cohort in assessing leukemia risk associated with low-level benzene exposure, and suggests that leukemia risk may occur at cumulative concentrations below 3 mg/m·year.

摘要

目的

评估职业人群中低水平苯暴露的白血病风险。

方法

采用线性化多阶段(LMS)模型拟合中国苯队列研究的白血病发病率数据。在中国工厂的 98 名苯暴露工人中测量个体苯暴露水平、尿 S-苯巯基尿酸(S-PMA)和反式,反式-粘康酸(-MA)。将累积苯浓度的四分位数(分别为<3、3-5、5-12 和≥12mg/m·年)四舍五入将受试者分为四组。使用 LMS 模型评估苯诱导白血病的风险,并使用 EPA 模型和新加坡半定量风险评估模型验证结果。

结果

LMS 模型显示,四个暴露组的白血病风险与累积浓度呈正相关(超额白血病风险分别为 4.34、4.37、4.44 和 5.52×10-3;<0.0001)。我们还发现,LMS 模型中尿 -MA 估计的白血病风险与空气中苯相比 S-PMA 更相似。LMS 模型估计的白血病风险与新加坡半定量风险评估模型在所有浓度下以及 EPA 模型在高浓度(5-12、≥12mg/m·年)下均一致,而在低浓度(<3 和 3-5mg/m·年)下则超过 EPA 模型。然而,在所有四个苯暴露组中,这三个模型估计的白血病风险均超过了 EPA 设定的最低可接受致癌风险限值 1×10-6。

结论

本研究表明,LMS 模型可用于评估低水平苯暴露相关的白血病风险,并且提示白血病风险可能发生在累积浓度低于 3mg/m·年的情况下。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0192/11130436/d4778f65f5fb/fpubh-12-1355739-g001.jpg

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