淮河流域地表水水质与癌症的空间关联

Jing Zhao, Wei Han, Xiao-Bo Guo, Lu-Wen Zhang, Fang Xue, Jing-Mei Jiang
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Methods Surface water quality data of the Huaihe River Basin were obtained from the National Surface Water Environmental Quality Monitoring Network(2021).Incidence data of seven cancers were extracted from the 2019 Annual Report of the China Cancer Registry.Random forest and SHapley Additive exPlanations were employed to select key pollutants,and pollution was graded based on the spatial analysis of the Huaihe River Basin.The cancer risks and population attributable fractions were calculated under pollution grades. 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引用次数: 0

摘要

目的揭示淮河流域重点污染物的空间分布格局,并通过污染等级量化淮河流域非胃肠道肿瘤的风险和负担,为加强淮河流域水污染治理提供指标和数据支持。方法淮河流域地表水水质数据来源于国家地表水环境质量监测网(2021)。7种癌症的发病率数据摘自2019年中国癌症登记处年度报告。采用随机森林(Random forest)和SHapley加性解释(Additive explanation)选择重点污染物,并在淮河流域空间分析的基础上进行污染分级。根据污染等级计算癌症风险和人群归因分数。结果确定了5种与癌症相关的关键污染物,包括总氮、总磷、化学需氧量、5 d后生化需氧量和砷。根据污染物的综合影响,将污染分为三个级别。与低污染区相比,高污染区肺癌(RR=1.26,95%CI:1.06 ~ 1.50)、乳腺癌(女性)(RR=1.46,95%CI:1.21 ~ 1.77)、胰腺癌(RR=1.46,95%CI:1.06 ~ 2.01)、脑癌(RR=1.44,95%CI:1.05 ~ 1.98)、胆囊癌(RR=1.60,95%CI:1.03 ~ 2.50)的风险增加。以上大多数癌症病例中,超过5%的病例是由上述污染程度造成的。结论地表水污染带来的潜在癌症风险和负担不容忽视。应对这一挑战需要各利益攸关方密切合作,以加强政策制定、加强环境治理和实施公共卫生干预措施。
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Spatial Association of Surface Water Quality and Cancer in the Huaihe River Basin.

Objective To reveal the spatial distribution patterns of key pollutants in the Huaihe River Basin and quantify the risks and burdens of non-gastrointestinal cancers by the grade of pollution,providing targets and data support for enhanced management of water pollution in the Huaihe River Basin. Methods Surface water quality data of the Huaihe River Basin were obtained from the National Surface Water Environmental Quality Monitoring Network(2021).Incidence data of seven cancers were extracted from the 2019 Annual Report of the China Cancer Registry.Random forest and SHapley Additive exPlanations were employed to select key pollutants,and pollution was graded based on the spatial analysis of the Huaihe River Basin.The cancer risks and population attributable fractions were calculated under pollution grades. Results Five key pollutants linked to cancers were identified,including total nitrogen,total phosphorus,chemical oxygen demand,biochemical oxygen demand after 5 days,and arsenic.Pollution was graded into three levels regarding the combined effects of pollutants.Compared with the low pollution areas,high pollution areas showed increased risks of lung cancer(RR=1.26,95%CI:1.06-1.50),breast cancer(female)(RR=1.46,95%CI:1.21-1.77),pancreatic cancer(RR=1.46,95%CI:1.06-2.01),brain cancer(RR=1.44,95%CI:1.05-1.98),and gallbladder cancer(RR=1.60,95%CI:1.03-2.50).The grade of pollution contributed to more than 5% of cases for most cancers above. Conclusions The potential cancer risks and burdens attributed to surface water pollution cannot be overlooked.Addressing this challenge necessitates close collaboration of various stakeholders to strengthen policy development,enhance environmental governance,and implement public health interventions.

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来源期刊
中国医学科学院学报
中国医学科学院学报 Medicine-Medicine (all)
CiteScore
0.60
自引率
0.00%
发文量
6813
期刊介绍: Acta Academiae Medicinae Sinicae was founded in February 1979. It is a comprehensive medical academic journal published in China and abroad, supervised by the Ministry of Health of the People's Republic of China and sponsored by the Chinese Academy of Medical Sciences and Peking Union Medical College. The journal mainly reports the latest research results, work progress and dynamics in the fields of basic medicine, clinical medicine, pharmacy, preventive medicine, biomedicine, medical teaching and research, aiming to promote the exchange of medical information and improve the academic level of medicine. At present, the journal has been included in 10 famous foreign retrieval systems and their databases [Medline (PubMed online version), Elsevier, EMBASE, CA, WPRIM, ExtraMED, IC, JST, UPD and EBSCO-ASP]; and has been included in important domestic retrieval systems and databases [China Science Citation Database (Documentation and Information Center of the Chinese Academy of Sciences), China Core Journals Overview (Peking University Library), China Science and Technology Paper Statistical Source Database (China Science and Technology Core Journals) (China Institute of Scientific and Technological Information), China Science and Technology Journal Paper and Citation Database (China Institute of Scientific and Technological Information)].
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