Inferring the 1985-2014 impact of mobile phone use on selected brain cancer subtypes using Bayesian structural time series and synthetic controls

被引:30
|
作者
de Vocht, Frank [1 ]
机构
[1] Univ Bristol, Sch Social & Community Med, Canynge Hall,39 Whatley Rd, Bristol BS8 2PS, Avon, England
关键词
INCIDENCE TRENDS; INCIDENCE RATES; TELEPHONE USE; GLIOMA RISK; CELL PHONES; EXPOSURE; TUMORS; RADIATION; LOCATION;
D O I
10.1016/j.envint.2016.10.019
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: Mobile phone use has been increasing rapidly in the past decades and, in parallel, so has the annual incidence of certain types of brain cancers. However, it remains unclear whether this correlation is coincidental or whether use of mobile phones may cause the development, promotion or progression of specific cancers. The 1985-2014 incidence of selected brain cancer subtypes in England were analyzed and compared to counterfactual 'synthetic control' timeseries. Methods: Annual 1985-2014 incidence of malignant glioma, glioblastoma multiforme, and malignant neoplasms of the temporal and parietal lobes in England were modelled based on population-level covariates using Bayesian structural time series models assuming 5,10 and 15 year minimal latency periods. Post-latency counterfactual 'synthetic England' timeseries were nowcast based on covariate trends. The impact of mobile phone use was inferred from differences between measured and modelled time series. Results: There is no evidence of an increase in malignant glioma, glioblastoma multiforme, or malignant neoplasms of the parietal lobe not predicted in the 'synthetic England' time series. Malignant neoplasms of the temporal lobe however, have increased faster than expected. A latency period of 10 years reflected the earliest latency period when this was measurable and related to mobile phone penetration rates, and indicated an additional increase of 35% (95% Credible Interval 9%: 59%) during 2005-2014; corresponding to an additional 188 (95% CI 48-324) cases annually. Conclusions: A causal factor, of which mobile phone use (and possibly otherwireless equipment) is in agreement with the hypothesized temporal association, is related to an increased risk of developing malignant neoplasms in the temporal lobe. (C) 2016 The Author. Published by Elsevier Ltd.
引用
收藏
页码:100 / 107
页数:8
相关论文
共 3 条
  • [1] Inferring the 1985-2014 impact of mobile phone use on selected brain cancer subtypes using Bayesian structural time series and synthetic controls (vol 97, pg 100, 2016)
    de Vocht, Frank
    ENVIRONMENT INTERNATIONAL, 2017, 101 : 201 - 202
  • [2] INFERRING CAUSAL IMPACT USING BAYESIAN STRUCTURAL TIME-SERIES MODELS
    Brodersen, Kay H.
    Gallusser, Fabian
    Koehler, Jim
    Remy, Nicolas
    Scott, Steven L.
    ANNALS OF APPLIED STATISTICS, 2015, 9 (01): : 247 - 274
  • [3] Bayesian Structural Time Series With Synthetic Controls for Evaluating the Impact of Mask Changes in Residual Apnea-Hypopnea Index Telemonitoring Data
    Midelet, Alphanie
    Bailly, Sebastien
    Borel, Jean-Christian
    Le Hy, Ronan
    Schaeffer, Marie-Caroline
    Baillieul, Sebastien
    Tamisier, Renaud
    Pepin, Jean-Louis
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 26 (10) : 5213 - 5222