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将原子弹幸存者的个体数据用于基于生物学的癌症模型。

Use of the individual data of the A-bomb survivors for biologically based cancer models.

作者信息

Heidenreich Wolfgang F, Cullings H M

机构信息

Helmholtz Zentrum München German Research Center for Environmental Health (GmbH), Institute for Radiation Protection, 85764, Neuherberg, Germany.

出版信息

Radiat Environ Biophys. 2010 Mar;49(1):39-46. doi: 10.1007/s00411-009-0253-9. Epub 2009 Nov 12.

DOI:10.1007/s00411-009-0253-9
PMID:19908056
Abstract

All recent analyses of the data on solid cancer incidence of the atomic bomb survivors are corrected for migration and random dose errors. In the usual treatment with grouped data and regression calibration, the calibration of doses depends on the used dose response. For solid cancers, it usually is linear. Here, an individual likelihood is presented which works without further adjustment for all dose responses. When the same assumptions are made as in the usual Poisson regression, equivalent results are obtained. But, the individual likelihood has the potential to use more detailed models for dose errors and to estimate non-linear dose responses without recalibration. As an example for the potential of the individual data set for the analysis of risk at low doses, signals for a saturating bystander effect are investigated.

摘要

对原子弹幸存者实体癌发病率数据的所有最新分析均针对迁移和随机剂量误差进行了校正。在使用分组数据和回归校准的常规处理中,剂量校准取决于所使用的剂量反应。对于实体癌,其通常呈线性。在此,提出了一种个体似然法,该方法无需针对所有剂量反应进行进一步调整即可发挥作用。当采用与常规泊松回归相同的假设时,可得到等效结果。但是,个体似然法有潜力使用更详细的剂量误差模型,并在无需重新校准的情况下估计非线性剂量反应。作为个体数据集用于低剂量风险分析潜力的一个例子,研究了饱和旁观者效应的信号。

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本文引用的文献

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Systems biological and mechanistic modelling of radiation-induced cancer.辐射诱发癌症的系统生物学与机制建模
Radiat Environ Biophys. 2008 Feb;47(1):39-47. doi: 10.1007/s00411-007-0150-z. Epub 2007 Dec 21.
2
Promoting action of radiation in the atomic bomb survivor carcinogenesis data?促进原子弹幸存者致癌数据中辐射的作用?
Radiat Res. 2007 Dec;168(6):750-6. doi: 10.1667/RR0919.1.
3
Solid cancer incidence in atomic bomb survivors: 1958-1998.原子弹爆炸幸存者实体癌发病率:1958 - 1998年
广岛和长崎原子弹幸存者中的中子相对生物效应:一项批判性综述。
J Radiat Res. 2016 Nov;57(6):583-595. doi: 10.1093/jrr/rrw079. Epub 2016 Sep 10.
Radiat Res. 2007 Jul;168(1):1-64. doi: 10.1667/RR0763.1.
4
Dose estimation for atomic bomb survivor studies: its evolution and present status.原子弹幸存者研究中的剂量估算:其演变与现状
Radiat Res. 2006 Jul;166(1 Pt 2):219-54. doi: 10.1667/RR3546.1.
5
Paradigm shifts in radiation biology: their impact on intervention for radiation-induced disease.
Radiat Res. 2005 Oct;164(4 Pt 2):454-61. doi: 10.1667/rr3324.1.
6
Studies of radon-exposed miner cohorts using a biologically based model: comparison of current Czech and French data with historic data from China and Colorado.使用基于生物学的模型对氡暴露矿工队列进行的研究:捷克和法国当前数据与中国及科罗拉多州历史数据的比较。
Radiat Environ Biophys. 2004 Dec;43(4):247-56. doi: 10.1007/s00411-004-0266-3. Epub 2004 Nov 30.
7
Flexible dose-response models for Japanese atomic bomb survivor data: Bayesian estimation and prediction of cancer risk.针对日本原子弹幸存者数据的灵活剂量反应模型:癌症风险的贝叶斯估计与预测。
Radiat Environ Biophys. 2004 Dec;43(4):233-45. doi: 10.1007/s00411-004-0258-3. Epub 2004 Nov 25.
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Comparing regression methods for the two-stage clonal expansion model of carcinogenesis.比较致癌作用两阶段克隆扩增模型的回归方法。
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Threshold and other departures from linear-quadratic curvature in the non-cancer mortality dose-response curve in the Japanese atomic bomb survivors.
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