Luiz Felipe C Rezende, Eurico R De Paula, Marcio T A H Muella, Severino L G Dutra, Reinaldo R Rosa, Paulo H N Saldiva, Jean P H B Ometto
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引用次数: 0
Abstract
Background: Understanding the role of space weather, specifically Geomagnetic Disturbances (GMDs) caused by solar activity, on health outcomes is unclear. One emerging link includes the impact of space weather on myocardial infarctions (MI). In this study we examined the correlation between MI and GMDs in Brazil.
Methods: We used a database from the public health in Brazil, focusing on the city of São José dos Campos (23° 10' 44″ S, 45° 53' 13″ W), located in the state of São Paulo, during the period of 1998-2005. We focused on admissions for MIs, which included a total of 871 men and 469 women. We categorized the MI data into three age groups: age 30 and younger, age 31-60, and age over 60. Additionally, we incorporated Planetary Index (Kp) data as an indicator of variations in the Earth's geomagnetic field resulting from solar disturbances, categorized as quiet, moderate, or disturbed days. In our analysis, we employed two methods: statistical counting and the unsupervised clustering known as K-Means, considering the attributes of age, sex, and geomagnetic condition.
Results: Here we show that geomagnetic conditions have an impact on MI cases, particularly for women. The rate of relative frequency of MI cases during disturbed geomagnetic conditions is almost three times greater compared to quiet geomagnetic conditions. Using the unsupervised K-Means algorithm, the results indicate that the group associated with disturbed geomagnetic conditions has a higher incidence of MIs in women.
Conclusions: Overall, our results provide evidence that women may exhibit a higher susceptibility to the effects of geomagnetic disturbances caused by solar activity on MI.
背景:了解空间天气,特别是太阳活动引起的地磁干扰(GMDs)对健康结果的作用尚不清楚。一个新兴的联系包括空间天气对心肌梗死(MI)的影响。在这项研究中,我们检查了巴西心肌梗死和gmd之间的相关性。方法:我们使用巴西公共卫生数据库,重点研究1998-2005年期间位于圣保罗州的sere o jossore dos Campos市(23°10′44″S, 45°53′13″W)。我们关注的是管理硕士的录取情况,其中包括871名男性和469名女性。我们将心肌梗死数据分为三个年龄组:30岁及以下、31-60岁和60岁以上。此外,我们将行星指数(Kp)数据作为太阳扰动引起的地球地磁场变化的指标,将其分类为平静日、中等日或扰动日。在我们的分析中,我们采用了两种方法:统计计数和被称为K-Means的无监督聚类,考虑了年龄、性别和地磁条件的属性。结果:在这里,我们表明地磁条件对心肌梗死病例有影响,特别是对女性。在受干扰的地磁条件下,MI病例的相对频率几乎是安静地磁条件下的三倍。使用无监督K-Means算法,结果表明,与扰动地磁条件相关的群体在女性中具有更高的MIs发生率。结论:总的来说,我们的结果提供了证据,表明女性可能对太阳活动引起的地磁干扰对心肌梗死的影响表现出更高的敏感性。