A Million Person Study Innovation: Evaluating Cognitive Impairment and other Morbidity Outcomes from Chronic Radiation Exposure Through Linkages with the Centers for Medicaid and Medicare Services Assessment and Claims Data.

IF 2.5 3区 医学 Q2 BIOLOGY
Lawrence T Dauer, Michael T Mumma, Julie C Lima, Sarah S Cohen, Daniel Andresen, Amir A Bahadori, Michael Bellamy, David A Bierman, Steve Blattnig, Benjamin French, Eric Giunta, Kathryn Held, Nolan Hertel, Laura Keohane, Richard Leggett, Loren Lipworth, Kathleen B Miller, Ryan B Norman, Caleigh Samuels, Kali S Thomas, Sergei Y Tolmachev, Linda Walsh, John D Boice
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Abstract

The study of One Million U.S. Radiation Workers and Veterans, the Million Person Study (MPS), examines the health consequences, both cancer and non-cancer, of exposure to ionizing radiation received gradually over time. Recently the MPS has focused on mortality patterns from neurological and behavioral conditions, e.g., Parkinson's disease, Alzheimer's disease, dementia, and motor neuron disease such as amyotrophic lateral sclerosis. A fuller picture of radiation-related late effects comes from studying both mortality and the occurrence (incidence) of conditions not leading to death. Accordingly, the MPS is identifying neurocognitive diagnoses from fee-for-service insurance claims from the Centers for Medicare and Medicaid Services (CMS), among Medicare beneficiaries beginning in 1999 (the earliest date claims data are available). Linkages to date have identified ∼540,000 workers with available health information. Such linkages provide individual information on important co-factor and confounding variables such as smoking, alcohol consumption, blood pressure, obesity, diabetes and many other health and demographic characteristics. The total person-level set of time-dependent variables, outcomes, organ-specific dose measures, co-factors, and demographics will be massive and much too large to be evaluated with standard software. Thus, development of specialized open-source software designed for large datasets (Colossus) is nearly complete. The wealth of information available from CMS claims data, coupled with individual dose reconstructions, will thus greatly enhance the quality and precision of health evaluations for this new field of low-dose radiation and neurocognitive effects.

百万人研究创新:通过与医疗补助和医疗保险服务中心的评估和索赔数据建立联系,评估慢性辐射暴露造成的认知障碍和其他发病率结果。
美国百万辐射工作者和退伍军人研究 "即 "百万人研究"(MPS),研究的是随着时间的推移逐渐接受电离辐射对健康造成的后果,包括癌症和非癌症。最近,百万人研究侧重于神经和行为疾病的死亡率模式,如帕金森病、阿尔茨海默病、痴呆症和运动神经元疾病(如肌萎缩性脊髓侧索硬化症)。通过研究死亡率和未导致死亡的疾病的发生率(发病率),可以更全面地了解与辐射相关的后期影响。因此,从 1999 年(可获得索赔数据的最早日期)开始,医疗保险和医疗补助服务中心(CMS)从收费服务保险索赔中对医疗保险受益人的神经认知诊断进行识别。迄今为止,通过链接已识别出 54 万名工人的健康信息。这些链接提供了重要的共因变量和混杂变量的个人信息,如吸烟、饮酒、血压、肥胖、糖尿病和许多其他健康和人口特征。个人层面的时间相关变量、结果、器官特异性剂量测量、辅助因子和人口特征的总集合将是巨大的,标准软件无法对其进行评估。因此,专门为大型数据集设计的开源软件(Colossus)的开发工作已接近尾声。因此,从 CMS 索赔数据中获得的大量信息,再加上个人剂量重建,将大大提高低剂量辐射和神经认知影响这一新领域健康评估的质量和精确度。
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来源期刊
Radiation research
Radiation research 医学-核医学
CiteScore
5.10
自引率
8.80%
发文量
179
审稿时长
1 months
期刊介绍: Radiation Research publishes original articles dealing with radiation effects and related subjects in the areas of physics, chemistry, biology and medicine, including epidemiology and translational research. The term radiation is used in its broadest sense and includes specifically ionizing radiation and ultraviolet, visible and infrared light as well as microwaves, ultrasound and heat. Effects may be physical, chemical or biological. Related subjects include (but are not limited to) dosimetry methods and instrumentation, isotope techniques and studies with chemical agents contributing to the understanding of radiation effects.
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