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意大利过去八十年(1940年至2019年)的出生性别比以及大气核试验和切尔诺贝利事故后辐射污染的潜在影响:使用马尔可夫链蒙特卡罗方法的时间变化点分析

The secondary sex ratio in Italy over the past eighty years (1940 to 2019) and potential impact of radiological contamination after atmospheric nuclear testing and after Chernobyl: Temporal change-point analysis using Markov Chain Monte Carlo.

作者信息

Scherb Hagen, Grech Victor

机构信息

Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstraße 1, D-87564, Neuherberg, Germany.

Mater Dei Hospital, Malta.

出版信息

Reprod Toxicol. 2021 Mar;100:137-142. doi: 10.1016/j.reprotox.2021.01.012. Epub 2021 Feb 1.

DOI:10.1016/j.reprotox.2021.01.012
PMID:33539902
Abstract

In Europe, the male to female ratio at birth (secondary sex ratio: SSR; sex odds: SO) is 1.04-1.06, is influenced by many factors and is declining in industrialized countries. This study was carried out to identify possible impacts of fallout by atomic bomb tests or by the Chernobyl event on SSR in Italy. Italy is a country without commercial nuclear power generation for the last four decades and thus nearly free of radiological confounders. Counts of annual male and female live births in Italy are provided by the World Health Organization (WHO) and by the Italian Istituto Nazionale di Statistica (ISTAT). This study included 57.7 million live births (1940-2019) with overall SSR 1.05829. The Italian SSR trend was modelled with linear and non-linear logistic regression. Trend changes, i.e., periods with level shifts were estimated with Markov Chain Monte Carlo (MCMC). Two distinct idealized level shifts were identified superimposed on a uniform secular downward trend. The first one is seen towards the end of the 1960s with a jump sex odds ratio (SOR) 1.00681, p < 0.0001. The second one occurred in 1987 with SOR 1.00474, p < 0.0001. In each of the 3 periods separated by the two jumps, SSR uniformly decreased with trend SOR per 100 years of 0.98549, p < 0.0001. In conclusion, the secular trend in the Italian SSR showed two marked level shifts, at the end of the 1960s and from 1987 onward. These follow the release of radioactivity by atmospheric atomic bomb tests during the 1960s and by Chernobyl in 1986 and corroborate the hypothesis that ionizing radiation increases SSR.

摘要

在欧洲,出生时的男女比例(第二性比:SSR;性比:SO)为1.04 - 1.06,受多种因素影响,且在工业化国家呈下降趋势。本研究旨在确定原子弹试验或切尔诺贝利事件的沉降物对意大利SSR的可能影响。意大利在过去四十年中没有商业核能发电,因此几乎没有放射性混杂因素。意大利每年的男女生育数由世界卫生组织(WHO)和意大利国家统计局(ISTAT)提供。本研究纳入了5770万例活产(1940 - 2019年),总体SSR为1.05829。采用线性和非线性逻辑回归对意大利SSR趋势进行建模。趋势变化,即存在水平变化的时期,采用马尔可夫链蒙特卡罗(MCMC)方法进行估计。在均匀的长期下降趋势上叠加识别出两个明显的理想化水平变化。第一个出现在20世纪60年代末,跳跃性比(SOR)为1.00681,p < 0.0001。第二个发生在1987年,SOR为1.00474,p < 0.0001。在由这两次跳跃分隔的三个时期中的每一个时期,SSR均呈下降趋势,每100年的趋势SOR为0.98549,p < 0.0001。总之,意大利SSR的长期趋势在20世纪60年代末和从1987年起出现了两个明显的水平变化。这些变化与20世纪60年代大气原子弹试验以及1986年切尔诺贝利事故释放的放射性物质相关,并证实了电离辐射会增加SSR的假设。

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