Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study

被引:22
作者
Cacho, Pedro Munoz [1 ]
Hernandez, Jose L. [2 ,3 ]
Lopez-Hoyos, Marcos [4 ]
Martinez-Taboada, Victor M. [3 ,5 ]
机构
[1] Serv Cantabro Salud, Gerencia Atenc Primaria, Santander, Spain
[2] Hosp Marques Valdecilla IDIV AL, Dept Internal Med, Santander, Spain
[3] Univ Cantabria, Fac Med, Santander, Spain
[4] Hosp Marques Valdecilla IDIVAL, Div Immunol, Santander, Spain
[5] Hosp Marques Valdecilla IDIVAL, Div Rheumatol, Santander, Spain
关键词
Climatic factors; SARS-CoV-2; infection; COVID-19; Ultraviolet radiation; Temperature; VITAMIN-D; SEASONALITY; CORONAVIRUS;
D O I
10.1186/s12940-020-00660-4
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background Environmental factors play a central role in seasonal epidemics. SARS-CoV-2 infection in Spain has shown a heterogeneous geographical pattern This study aimed to assess the influence of several climatic factors on the infectivity of SARS-CoV-2 and the severity of COVID-19 among the Spanish Autonomous Communities (AA.CC.). Methods Data on coronavirus infectivity and severity of COVID-19 disease, as well as the climatic variables were obtained from official sources (Ministry of Health and Spanish Meteorological Agency, respectively). To assess the possible influence of climate on the development of the disease, data on ultraviolet radiation (UVR) were collected during the months before the start of the pandemic. To analyze its influence on the infectivity of SARS-CoV-2, data on UVR, temperature, and humidity were obtained from the months of highest contagiousness to the peak of the pandemic. Results From October 2019 to January 2020, mean UVR was significantly related not only to SARS-CoV-2 infection (cumulative incidence -previous 14 days- x 10(5)habitants,rho = - 0.0,666;p = 0.009), but also with COVID-19 severity, assessed as hospital admissions (rho = - 0.626;p = 0.017) and ICU admissions (rho = - 0.565;p = 0.035). Besides, temperature (February:rho = - 0.832;p < 0.001 and March:rho = - 0.904;p < 0.001), was the main climatic factor responsible for the infectivity of the coronavirus and directly contributed to a different spread of SARS-CoV-2 across the Spanish regions. Conclusions Climatic factors may partially explain the differences in COVID-19 incidence and severity across the different Spanish regions. The knowledge of these factors could help to develop preventive and public health actions against upcoming outbreaks of the disease.
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共 30 条
[21]  
Miraglia Del Giudice M, 2018, P 9 PROB PREB NEW FO, V52, pS86, DOI [10.1097/mcg.0000000000001112, DOI 10.1097/MCG.0000000000001112]
[22]   Potential impact of seasonal forcing on a SARS-CoV-2 pandemic [J].
Richard, Neher A. ;
Robert, Dyrdak ;
Valentin, Druelle ;
Emma, Hodcroft B. ;
Jan, Albert .
SWISS MEDICAL WEEKLY, 2020, 150
[23]  
Rothman K, 2008, MODERN EPIDEMIOLOGY, P511
[24]  
Shokouhi S, TEMPERATURE HUMIDITY
[25]   High Prevalence of Hypovitaminosis D in Institutionalized Elderly Individuals is Associated with Summer in a Region with High Ultraviolet Radiation Levels [J].
Sousa, Sara Estefani S. ;
Sales, Marcia Cristina ;
Araujo, Jose Rodolfo T. ;
Sena-Evangelista, Karine C. M. ;
Lima, Kenio C. ;
Pedrosa, Lucia F. C. .
NUTRIENTS, 2019, 11 (07)
[26]   Potential Factors Influencing Repeated SARS Outbreaks in China [J].
Sun, Zhong ;
Thilakavathy, Karuppiah ;
Kumar, S. Suresh ;
He, Guozhong ;
Liu, Shi V. .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (05)
[27]   Stability of Middle East respiratory syndrome coronavirus (MERS-CoV) under different environmental conditions [J].
van Doremalen, N. ;
Bushmaker, T. ;
Munster, V. J. .
EUROSURVEILLANCE, 2013, 18 (38) :7-10
[28]  
Wang J, HIGH TEMPERATURE HIG
[29]   Clinical course and outcomes of critically ill patients with SARS-CoV-2 pneumonia in Wuhan, China: a single-centered, retrospective, observational study [J].
Yang, Xiaobo ;
Yu, Yuan ;
Xu, Jiqian ;
Shu, Huaqing ;
Xia, Jia'an ;
Liu, Hong ;
Wu, Yongran ;
Zhang, Lu ;
Yu, Zhui ;
Fang, Minghao ;
Yu, Ting ;
Wang, Yaxin ;
Pan, Shangwen ;
Zou, Xiaojing ;
Yuan, Shiying ;
Shang, You .
LANCET RESPIRATORY MEDICINE, 2020, 8 (05) :475-481
[30]   The relationship of meteorological conditions to the epidemic activity of respiratory syncytial virus [J].
Yusuf, S. ;
Piedimonte, G. ;
Auais, A. ;
Demmler, G. ;
Krishnan, S. ;
Van Caeseele, P. ;
Singleton, R. ;
Broor, S. ;
Parveen, S. ;
Avendano, L. ;
Parra, J. ;
Chavez-Bueno, S. ;
De Sierra, T. Murguia ;
Simoes, E. A. F. ;
Shaha, S. ;
Welliver, R., Sr. .
EPIDEMIOLOGY AND INFECTION, 2007, 135 (07) :1077-1090