Geo-spatial epidemiology of gallbladder cancer in Bihar, India

被引:4
作者
Sakamoto, Maiko [1 ]
Kumar, Arun [2 ]
Choudhary, Deokrishna Kumar [2 ]
Bishwapriya, Akhouri [3 ]
Ghosh, Ashok [2 ]
机构
[1] Univ Tokyo, Grad Sch Frontier Sci, Dept Int Studies, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778563, Japan
[2] Mahavir Canc Sansthan & Res Ctr, Patna 801505, Bihar, India
[3] Geol Survey India, Patna 800020, Bihar, India
关键词
Groundwater; Arsenic; Uranium; Irrigation; Environmental exposure; Semi-parametric geographically weighted; Poisson regression; WEIGHTED REGRESSION; DRINKING-WATER; WEST-BENGAL; CONTAMINATION; GROUNDWATER; ASSOCIATION; EXPOSURE;
D O I
10.1016/j.scitotenv.2024.172460
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Recently, a substantial increase in gallbladder cancer (GBC) cases has been reported in Bihar, India. The region's groundwater can naturally contain harmful concentrations of arsenic, which appears to be epidemiologically linked to the unusually high incidence. However, the root causes remain largely unexplored. Recent findings of uranium in the state's groundwater may also have associations. This study investigates the geo-spatial epidemiology of GBC in Bihar, India-with a focus on the correlation between environmental carcinogens, particularly arsenic and uranium in groundwater, and the incidence of GBC. Utilizing data from 8460 GBC patients' registration records over an 11-year period at a single health center, the research employs Semi-parametric Geographically Weighted Poisson Regression (S-GWPR) to account for non-stationarity associations and explores significant factors contributing to GBC prevalence at a subdistrict level. The S-GWPR model outperformed the standard Poisson regression model. The estimates suggest that arsenic and uranium concentrations in groundwater did not present significant associations; however, this could be due to the lower resolution of this data at the district level, necessitating higher resolution data for accurate estimates. Other socio-environmental factors included demonstrated significant regional heterogeneity in their association with GBC prevalence. Notably, each 1 % increase in the coverage of well- and canal-irrigated areas is associated with a maximum of 3.0 % and 5.2 % rise in the GBC incidence rate, respectively, likely attributable to carcinogen exposure from irrigation water. Moreover, distance to the health center and domestic electricity connections appear to influence the number of reported GBC cases. The latter suggests that access to electricity might have facilitated the use of groundwater pumps-increasing exposure to carcinogens. The results underscore the necessity for targeted health policies and interventions based on fine-resolution spatial analysis, as well as ongoing environmental monitoring and research to better understand the multifaceted risk factors contributing to GBC.
引用
收藏
页数:12
相关论文
共 57 条
[1]   High arsenic in rice is associated with elevated genotoxic effects in humans [J].
Banerjee, Mayukh ;
Banerjee, Nilanjana ;
Bhattacharjee, Pritha ;
Mondal, Debapriya ;
Lythgoe, Paul R. ;
Martinez, Mario ;
Pan, Jianxin ;
Polya, David A. ;
Giri, Ashok K. .
SCIENTIFIC REPORTS, 2013, 3
[2]   Mapping human health risks from exposure to trace metal contamination of drinking water sources in Pakistan [J].
Bhowmik, Avit Kumar ;
Alamdar, Ambreen ;
Katsoyiannis, Ioannis ;
Shen, Heqing ;
Ali, Nadeem ;
Ali, Syeda Maria ;
Bokhari, Habib ;
Schaefer, Ralf B. ;
Eqani, Syed Ali Musstjab Akber Shah .
SCIENCE OF THE TOTAL ENVIRONMENT, 2015, 538 :306-316
[3]  
Breau of Indian Standard (BIS), 2015, Indian Standard: Drinking Water Sepcification (Second Revision)
[4]   Arsenic groundwater contamination in Middle Ganga Plain, Bihar, India: A future danger? [J].
Chakraborti, D ;
Mukherjee, SC ;
Pati, S ;
Sengupta, MK ;
Rahman, MM ;
Chowdhury, UK ;
Lodh, D ;
Chanda, CR ;
Chakraborty, AK ;
Basul, GK .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2003, 111 (09) :1194-1201
[5]  
Comber A., 2022, Geogr. Anal., V0, P1
[6]  
Department of Drinking Water and Sanitation, 2023, Jal Jeevan Mission, Water Quality Management Information System: Format L3. Quality Affected Habitation Reported Since 01/04/2019
[7]  
Directorate of Census Operations Bihar, 2021, Census of India 2011-Bihar-Series 11-Part XII A-District Census Handbook
[8]   Epidemiology of gallbladder cancer in India [J].
Dutta, Usha ;
Bush, Nikhil ;
Kalsi, Dimple ;
Popli, Priyanka ;
Kapoor, Vinay K. .
CHINESE CLINICAL ONCOLOGY, 2019, 8 (04)
[9]   Multiscale Geographically Weighted Regression (MGWR) [J].
Fotheringham, A. Stewart ;
Yang, Wenbai ;
Kang, Wei .
ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 2017, 107 (06) :1247-1265
[10]  
Fotheringham S.A., 2002, Geographically Weighted Regression: The Analysis of Spatially Varying Relationships