COVID-19 Mortality in Malaria Endemic Countries: An Ecological Study


 IntroductionThe number of persons infected with COVID-19 continue to increase with deaths reported daily across the globe. High income countries such as the US, the UK, Italy and Belgium have reported high COVID-19 related deaths but low-and-middle-income countries have recorded fewer deaths despite having poor healthcare system. This study aimed to investigate the association between malaria prevalence and COVID-19 mortality.MethodsThis is an ecological study with data from 195 countries. Spearman’s correlation was used to test the association between the population variables and COVID-19 mortality. Generalized linear model with Poisson distribution was used to determine the significant predictors of COVID-19 mortality. ResultsThere was a significant positive correlation between median age, life expectancy, 65+ mortality and COVID-19 mortality while malaria prevalence, sex ratio and cardiovascular mortality were negatively correlated with COVID-19 mortality. Malaria prevalence, life expectancy and mortality rate were significant on multivariate regression analysis.ConclusionThe results of this study support the hypotheses that there is reduced COVID-19 deaths in malaria endemic countries, although the results need to be proved further by clinical trials.


Introduction
Coronavirus disease 2019 (COVID- 19) is an infectious disease which is caused by a new coronavirus known as SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronavirus 2) (1). The outbreak began in Hubei province of China in December 2019, and it was announced as a Public Health Emergency of International Concern on January 2020, and later on March 2020, proclaimed a pandemic by the World Health Organization (WHO) after more than 4291 deaths were recorded in many countries (2). COVID-19 is transmitted through close contact with infected droplets from sneezing, coughing, talking or breathing (3). The signs and symptoms includes fever or chills, cough, shortness of breath or di culty in breathing, fatigue, headaches, new loss of taste or smell, sore throat among others (3). Hand hygiene, social distancing, isolation and use of face masks have been recommended by WHO as well as other preventive measures such as local and international travel restrictions and lockdowns in order to stop the spread of COVID-19 (4).
As at December 25, 2020, there were about 1,736,752 COVID-19 related deaths reported globally (5). In various countries, differences in COVID-19 mortality has been observed with most Western countries having high mortality per million populations (6). For example, the mortality per million populations in the USA is 977, the United Kingdom (1025), France (948) and Belgium (1642). However, in developing nations, low COVID-19 mortality have been reported with Nigeria having a mortality per million populations of 6, Kenya (30), India (106) and Venezuela (35). This is in contrast to what was speculated in low-and-middle income countries where the morbidity and mortality of COVID-19 was expected to be high compared to Western countries (7). Epidemiological studies have identi ed several factors associated with COVID-19 mortality. A study reported that the mean age, life expectancy and other population characteristics in African countries account for the low COVID-19 mortality (8). Another ecological study of COVID-19 mortality across 173 countries showed that median age of the population and life expectancy were associated with COVID-19 mortality (6). Pre-existing conditions have also been found to be associated with COVID-19 deaths. The Chinese Centre for Disease Control and Prevention reported in a study that cardiovascular disease, diabetes, hypertension and cancers were associated with an increased risk of covid-19 death (9).
There has been widespread speculation that hydroxychloroquine a drug used to treat malaria can be used to prevent and treat COVID-19. Although some studies reported that it may inhibit COVID-19 virus, other studies showed that it has no positive effect on COVID-19. Scientists have argued that its use in some countries is responsible for the low COVID-19 deaths in those countries, and studies conducted during the early period of the pandemics revealed that there is reduced spread of COVID-19 in malaria endemic countries (10). Following this assumption, the hypotheses that immune response against malaria in malaria endemic countries may have protective effects against COVID-19 was proposed.

Study Design
This is an ecological study which compared population variables of 195 countries.

Data Resources
All data were obtained from open resources. Information on COVID-19 was obtained from the WHO Coronavirus Disease Situation Dashboard (5). Malaria data was obtained from the World Malaria Report 2020 (11). All data regarding the population variables were obtained from the United Nations database (12), and data regarding cardiovascular mortality rate was culled from 'Our World in Data' (13).

Dependent Variable
The dependent variable evaluated in this study was COVID-19 mortality (total COVID-19 related deaths per million population) in each county obtained from the WHO Coronavirus Disease Situation Dashboard on 25th December, 2020 (5).

Independent Variable
Malaria prevalence was converted to total malaria cases per million population in each country. The data on malaria morbidity was culled from the World Malaria Report 2020 (11).

Covariates
The covariates assessed in this study were median age, life expectancy at birth, mortality rate per 1000 population, 65 + mortality rate, sex ratio and cardiovascular mortality per 100,000 obtained from the United Nations database and 'Our World in Data' (12,13).
Statistical Analysis STATA Version 12 was used for all statistical analysis. Spearman's correlation was used to test the association between COVID-19 mortality and the population variables. Generalized linear model (GLM) with Poisson distribution and log link was used to determine the signi cant predictors of COVID-19 mortality rate (deaths per million population). The Generalized linear model was used by reason of the zero values and non-parametric distribution of the dependent variable.

Ethics Approval
Approval from institutional review board was not sought for this study due to the use of publicly available data from open resources.

Results
A total of 195 countries that have data on COVID-19 deaths, malaria cases and population variables were included in the study. Table 1 and Table 2    and 65 + mortality rate (r = 0.583, p < 0.001). Details are shown in Table 3.

Discussion
This ecological study aimed to determine the association between COVID-19 mortality and malaria prevalence. After adjusting for the population dynamics, malaria prevalence was signi cantly associated with COVID-19 mortality. The results of this study is consistent with previous studies which revealed that malaria endemic countries have reduced COVID-19 morbidity and mortality (10,14,15).
The association between COVID-19 and malaria prevalence could be as a result of immune response against malaria in malaria endemic countries, and the extensive use of chloroquine drugs and its derivatives. Several studies have revealed that it is plausible to have cross immunity, where one pathogen can provide immunity against another pathogen (16,17).
For example, prior exposure to Plasmodium has been shown to have protective effects against Chikungunya (18). Studies have discovered that SARS-CoV-2 uses the angiotensin-converting enzyme 2 (ACE2) receptor to invade the host cells (19). Similarly, studies have revealed that ACE1 and ACE2 polymorphisms protects the host from susceptibility to malaria (20,21). Furthermore, studies have indicated that interferons generated by lymphocytes as an immune response to malaria have in vitro and in vivo e cacy against the coronavirus responsible for COVID-19 (22,23). The therapeutic role of chloroquine and its derivatives in COVID-19 infection remains unclear. Although, studies have reported the antiviral and anti-in ammatory role of these drugs, however, clinical trial is still ongoing with early results showing no difference between these drugs and standard care (24)(25)(26)(27). The relationship between malaria and COVID-19 is complicated considering that malaria and COVID-19 have common symptoms, despite the fact that COVID-19 is more aggressive in adults while malaria affects more children (28).
There are several limitations to this study. First, this is an ecological study and the outcome is limited with a high potential of bias. Second, the effect of lock downs, restriction of internal and international movement, restriction of public gatherings and public events, healthcare systems and other population covariates were not adjusted in this study. Third, the COVID-19 pandemics is still ongoing and the results may be different few months from now.

Conclusion
The results of this study support the hypotheses that there is reduced COVID-19 deaths in malaria endemic countries.
Given the evidence from this ecological study, it may worth conducting laboratory experiments and clinical trials in order to validate the results of this study.

Declarations
Ethics approval and consent to participate Approval from institutional review board was not sought for this study due to the use of publicly available data from open resources.

Consent for publication
Not Applicable Availability of data and materials The datasets used and/or analyzed during this study are available from the corresponding author on reasonable request.

Competing Interests
The authors declare that they have no competing interests.