印度环境空气污染物和气象因素与SARS-CoV-2传播和死亡率之间的关系:一项探索性研究。

Sumit Aggarwal, Sivaraman Balaji, Tanvi Singh, Geetha R Menon, Sandip Mandal, Jayaprakasam Madhumathi, Nupur Mahajan, Simran Kohli, Jasmine Kaur, Harpreet Singh, Kiran Rade, Samiran Panda
{"title":"印度环境空气污染物和气象因素与SARS-CoV-2传播和死亡率之间的关系:一项探索性研究。","authors":"Sumit Aggarwal, Sivaraman Balaji, Tanvi Singh, Geetha R Menon, Sandip Mandal, Jayaprakasam Madhumathi, Nupur Mahajan, Simran Kohli, Jasmine Kaur, Harpreet Singh, Kiran Rade, Samiran Panda","doi":"10.1186/s12940-021-00804-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The Coronavirus disease 2019 (COVID-19) pandemic poses a serious public health concern worldwide. Certain regions of the globe were severely affected in terms of prevalence and mortality than other. Although the cause for this pattern is not clearly understood, lessons learned from previous epidemics and emerging evidences suggest the major role of ecological factors like ambient air pollutants (AAP) and meteorological parameters in increased COVID-19 incidence. The present study aimed to understand the impact of these factors on SARS-CoV-2 transmission and their associated mortality in major cities of India.</p><p><strong>Methods: </strong>This study used secondary AAP, meteorological and COVID-19 data from official websites for the period January-November 2020, which were divided into Pre-lockdown (January-March 2020), Phase I (April to June 2020) and Phase II (July to November 2020) in India. After comprehensive screening, five major cities that includes 48 CPCB monitoring stations collecting daily data of ambient temperature, particulate matter PM<sub>2.5</sub> and <sub>10</sub> were analysed. Spearman and Kendall's rank correlation test was performed to understand the association between SARS-CoV-2 transmission and AAP and, meteorological variables. Similarly, case fatality rate (CFR) was determined to compute the correlation between AAP and COVID-19 related morality.</p><p><strong>Results: </strong>The level of air pollutants in major cities were significantly reduced during Phase I compared to Pre-lock down and increased upon Phase II in all the cities. During the Phase II in Delhi, the strong significant positive correlation was observed between the AAP and SARS-CoV-2 transmission. However, in Bengaluru, Hyderabad, Kolkata and Mumbai AAP levels were moderate and no correlation was noticed. The relation between AT and SARS-CoV-2 transmission was inconclusive as both positive and negative correlation observed. In addition, Delhi and Kolkata showed a positive association between long-term exposure to the AAP and COVID-19 CFR.</p><p><strong>Conclusion: </strong>Our findings support the hypothesis that the particulate matter upon exceeding the satisfactory level serves as an important cofactor in increasing the risk of SARS-CoV-2 transmission and related mortality. These findings would help public health experts to understand the SARS-CoV-2 transmission against ecological variables in India and provides supporting evidence to healthcare policymakers and government agencies for formulating strategies to combat the COVID-19.</p>","PeriodicalId":520610,"journal":{"name":"Environmental health : a global access science source","volume":" ","pages":"120"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8601781/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association between ambient air pollutants and meteorological factors with SARS-CoV-2 transmission and mortality in India: an exploratory study.\",\"authors\":\"Sumit Aggarwal, Sivaraman Balaji, Tanvi Singh, Geetha R Menon, Sandip Mandal, Jayaprakasam Madhumathi, Nupur Mahajan, Simran Kohli, Jasmine Kaur, Harpreet Singh, Kiran Rade, Samiran Panda\",\"doi\":\"10.1186/s12940-021-00804-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The Coronavirus disease 2019 (COVID-19) pandemic poses a serious public health concern worldwide. Certain regions of the globe were severely affected in terms of prevalence and mortality than other. Although the cause for this pattern is not clearly understood, lessons learned from previous epidemics and emerging evidences suggest the major role of ecological factors like ambient air pollutants (AAP) and meteorological parameters in increased COVID-19 incidence. The present study aimed to understand the impact of these factors on SARS-CoV-2 transmission and their associated mortality in major cities of India.</p><p><strong>Methods: </strong>This study used secondary AAP, meteorological and COVID-19 data from official websites for the period January-November 2020, which were divided into Pre-lockdown (January-March 2020), Phase I (April to June 2020) and Phase II (July to November 2020) in India. After comprehensive screening, five major cities that includes 48 CPCB monitoring stations collecting daily data of ambient temperature, particulate matter PM<sub>2.5</sub> and <sub>10</sub> were analysed. Spearman and Kendall's rank correlation test was performed to understand the association between SARS-CoV-2 transmission and AAP and, meteorological variables. Similarly, case fatality rate (CFR) was determined to compute the correlation between AAP and COVID-19 related morality.</p><p><strong>Results: </strong>The level of air pollutants in major cities were significantly reduced during Phase I compared to Pre-lock down and increased upon Phase II in all the cities. During the Phase II in Delhi, the strong significant positive correlation was observed between the AAP and SARS-CoV-2 transmission. However, in Bengaluru, Hyderabad, Kolkata and Mumbai AAP levels were moderate and no correlation was noticed. The relation between AT and SARS-CoV-2 transmission was inconclusive as both positive and negative correlation observed. In addition, Delhi and Kolkata showed a positive association between long-term exposure to the AAP and COVID-19 CFR.</p><p><strong>Conclusion: </strong>Our findings support the hypothesis that the particulate matter upon exceeding the satisfactory level serves as an important cofactor in increasing the risk of SARS-CoV-2 transmission and related mortality. These findings would help public health experts to understand the SARS-CoV-2 transmission against ecological variables in India and provides supporting evidence to healthcare policymakers and government agencies for formulating strategies to combat the COVID-19.</p>\",\"PeriodicalId\":520610,\"journal\":{\"name\":\"Environmental health : a global access science source\",\"volume\":\" \",\"pages\":\"120\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8601781/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental health : a global access science source\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s12940-021-00804-0\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental health : a global access science source","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s12940-021-00804-0","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景:2019冠状病毒病(COVID-19)大流行在全球范围内引起了严重的公共卫生问题。全球某些区域在患病率和死亡率方面比其他区域受到严重影响。虽然这种模式的原因尚不清楚,但从以往疫情中吸取的教训和新出现的证据表明,环境空气污染物和气象参数等生态因素在COVID-19发病率增加中发挥了主要作用。本研究旨在了解这些因素对印度主要城市SARS-CoV-2传播及其相关死亡率的影响。方法:本研究利用2020年1月至11月印度官方网站的二手AAP、气象和COVID-19数据,将其分为封锁前(2020年1月至3月)、第一阶段(2020年4月至6月)和第二阶段(2020年7月至11月)。在综合筛选后,对5个主要城市的48个CPCB监测站进行了分析,这些监测站收集了环境温度、颗粒物PM2.5和10个监测站的日常数据。采用Spearman和Kendall秩相关检验来了解SARS-CoV-2传播与AAP和气象变量之间的关系。同样,确定病死率(CFR)以计算AAP与COVID-19相关道德之间的相关性。结果:第一阶段主要城市空气污染物水平较锁前明显降低,第二阶段各城市空气污染物水平均有所上升。在德里的第二阶段,观察到AAP与SARS-CoV-2传播之间存在强烈的显著正相关。然而,在班加罗尔、海德拉巴、加尔各答和孟买,AAP水平中等,没有发现相关性。AT与SARS-CoV-2传播之间存在正相关和负相关的关系,尚无定论。此外,德里和加尔各答显示长期接触AAP与COVID-19 CFR之间存在正相关。结论:我们的研究结果支持了这一假设,即超过满意水平的颗粒物是增加SARS-CoV-2传播风险和相关死亡率的重要辅助因素。这些发现将有助于公共卫生专家了解印度的SARS-CoV-2传播与生态变量的关系,并为卫生保健政策制定者和政府机构制定抗击COVID-19的战略提供支持证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Association between ambient air pollutants and meteorological factors with SARS-CoV-2 transmission and mortality in India: an exploratory study.

Association between ambient air pollutants and meteorological factors with SARS-CoV-2 transmission and mortality in India: an exploratory study.

Association between ambient air pollutants and meteorological factors with SARS-CoV-2 transmission and mortality in India: an exploratory study.

Association between ambient air pollutants and meteorological factors with SARS-CoV-2 transmission and mortality in India: an exploratory study.

Background: The Coronavirus disease 2019 (COVID-19) pandemic poses a serious public health concern worldwide. Certain regions of the globe were severely affected in terms of prevalence and mortality than other. Although the cause for this pattern is not clearly understood, lessons learned from previous epidemics and emerging evidences suggest the major role of ecological factors like ambient air pollutants (AAP) and meteorological parameters in increased COVID-19 incidence. The present study aimed to understand the impact of these factors on SARS-CoV-2 transmission and their associated mortality in major cities of India.

Methods: This study used secondary AAP, meteorological and COVID-19 data from official websites for the period January-November 2020, which were divided into Pre-lockdown (January-March 2020), Phase I (April to June 2020) and Phase II (July to November 2020) in India. After comprehensive screening, five major cities that includes 48 CPCB monitoring stations collecting daily data of ambient temperature, particulate matter PM2.5 and 10 were analysed. Spearman and Kendall's rank correlation test was performed to understand the association between SARS-CoV-2 transmission and AAP and, meteorological variables. Similarly, case fatality rate (CFR) was determined to compute the correlation between AAP and COVID-19 related morality.

Results: The level of air pollutants in major cities were significantly reduced during Phase I compared to Pre-lock down and increased upon Phase II in all the cities. During the Phase II in Delhi, the strong significant positive correlation was observed between the AAP and SARS-CoV-2 transmission. However, in Bengaluru, Hyderabad, Kolkata and Mumbai AAP levels were moderate and no correlation was noticed. The relation between AT and SARS-CoV-2 transmission was inconclusive as both positive and negative correlation observed. In addition, Delhi and Kolkata showed a positive association between long-term exposure to the AAP and COVID-19 CFR.

Conclusion: Our findings support the hypothesis that the particulate matter upon exceeding the satisfactory level serves as an important cofactor in increasing the risk of SARS-CoV-2 transmission and related mortality. These findings would help public health experts to understand the SARS-CoV-2 transmission against ecological variables in India and provides supporting evidence to healthcare policymakers and government agencies for formulating strategies to combat the COVID-19.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信