Effect of altitude on COVID-19 mortality in Ecuador: an ecological study

被引:9
作者
Campos, Adriana [1 ]
Scheveck, Bridget [1 ]
Parikh, Jeegan [1 ]
Hernandez-Bojorge, Santiago [1 ]
Teran, Enrique [2 ]
Izurieta, Ricardo [1 ]
机构
[1] Univ S Florida, 4202 E Fowler Ave, Tampa, FL 33620 USA
[2] Univ San Francisco Quito, Colegio Ciencias Salud, Campus Cumbaya,Diego de Robles S-N, Quito 170901, Ecuador
基金
英国科研创新办公室;
关键词
SARS-CoV-2; COVID-19; Epidemiological study; Mortality rates; Ecological factor; Altitude; VITAMIN-D; CORONAVIRUS; PREVENTION; DISEASE;
D O I
10.1186/s12889-021-12162-0
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background The SARS-CoV-2/COVID-19 pandemic has claimed nearly 900,000 lives worldwide and infected more than 27 million people. Researchers worldwide are studying ways to decrease SARS-CoV-2 transmission and COVID-19 related deaths. Several studies found altitude having a negative association with both COVID-19 incidence and deaths. Ecuadorian data was used to explore the relationship between altitude and COVID-19. Methods This is an ecological study examining province-level data. To explore a relationship between altitude and COVID-19, this study utilized publicly available COVID-19 data and population statistics. ANOVA, correlation statistics, and a multivariate linear model explored the relationship between different Ecuadorian altitudes against incidence, mortality, and case-fatality rates. Population statistics attributed to COVID-19 were included in the linear model to control for confounding factors. Results Statistically significant differences were observed in the regions of Amazonica, Sierra, Costa of Ecuador for incidence, mortality, and case fatality rates, suggesting an association between altitude and SARS-CoV-2 transmission and COVID-19 disease severity (p-value <= 0.05). In univariate analysis, altitude had a negative association to mortality rate with a 1-unit change in altitude resulting in the decrease of 0.006 units in mortality rate (p-value = 0.03). The multiple linear models adjusted for population statistics showed a statistically significant negative association of altitude with mortality rate (p-value = 0.01) with a 1-unit change in altitude resulting in the decrease in mortality rate by 0.015 units. Overall, the model helped in explaining 50% (R-2 = 0.4962) of the variance in mortality rate. Conclusion Altitude may have an effect on COVID-19 mortality rates. However, based on our model and R-2 value, the relationship between our variables of interest and COVID-19 mortality may be nonlinear. More research is needed to understand why altitude may have a protective effect against COVID-19 mortality and how this may be applicable in a clinical setting.
引用
收藏
页数:9
相关论文
共 60 条
[1]   Hypoxia inducible factor-1 protects against COVID-19: A hypothesis [J].
Afsar, Baris ;
Kanbay, Mehmet ;
Afsar, Rengin Elsurer .
MEDICAL HYPOTHESES, 2020, 143
[2]   Decreased incidence, virus transmission capacity, and severity of COVID-19 at altitude on the American continent [J].
Arias-Reyes, Christian ;
Carvajal-Rodriguez, Favio ;
Poma-Machicao, Liliana ;
Aliaga-Raduan, Fernanda ;
Marques, Danuzia A. ;
Zubieta-DeUrioste, Natalia ;
Accinelli, Roberto Alfonso ;
Schneider-Gasser, Edith M. ;
Zubieta-Calleja, Gustavo ;
Dutschmann, Mathias ;
Soliz, Jorge .
PLOS ONE, 2021, 16 (03)
[3]   Does the pathogenesis of SARS-CoV-2 virus decrease at high-altitude? [J].
Arias-Reyes, Christian ;
Zubieta-DeUrioste, Natalia ;
Poma-Machicao, Liliana ;
Aliaga-Raudan, Fernanda ;
Carvajal-Rodriguez, Favio ;
Dutschmann, Mathias ;
Schneider-Gasser, Edithm ;
Zubieta-Calleja, Gustavo ;
Soliz, Jorge .
RESPIRATORY PHYSIOLOGY & NEUROBIOLOGY, 2020, 277
[4]   Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2): An overview of viral structure and host response [J].
Astuti, Indwiani ;
Ysrafil .
DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS, 2020, 14 (04) :407-412
[5]   Presumed Asymptomatic Carrier Transmission of COVID-19 [J].
Bai, Yan ;
Yao, Lingsheng ;
Wei, Tao ;
Tian, Fei ;
Jin, Dong-Yan ;
Chen, Lijuan ;
Wang, Meiyun .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (14) :1406-1407
[6]   Caution is needed on the effect of altitude on the pathogenesis of SAR-CoV-2 virus [J].
Burtscher, Johannes ;
Burtscher, Martin ;
Millet, Gregoire P. .
RESPIRATORY PHYSIOLOGY & NEUROBIOLOGY, 2020, 279
[7]   Lower mortality rates in those living at moderate altitude [J].
Burtscher, Martin .
AGING-US, 2016, 8 (10) :2603-2604
[8]  
Cabrera JML., 2020, NY TIMES ECUADORS DE
[9]  
Centers for Disease Control and Prevention, 2020, IS IT DENG IS IT COV
[10]   Altitude conditions seem to determine the evolution of COVID-19 in Brazil [J].
Cunha Fernandes, Jose Sebastiao ;
da Silva, Ricardo Siqueira ;
Silva, Alexandre Christofaro ;
Villela, Daniel Campos ;
Mendonca, Vanessa Amaral ;
Rodrigues Lacerda, Ana Cristina .
SCIENTIFIC REPORTS, 2021, 11 (01)