ArticleEvolutionary bioinformatics online2021
Temperature and Latitude Correlate with SARS-CoV-2 Epidemiological Variables but not with Genomic Change Worldwide.
Article in Evolutionary bioinformatics online, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed.
- AlphaFold2 Reveals Structural Patterns of Seasonal Haplotype Diversification in SARS-CoV-2 Nucleocapsid Protein Variants.Viruses · 2024Article
- AlphaFold2 Reveals Structural Patterns of Seasonal Haplotype Diversification in SARS-CoV-2 Spike Protein Variants.Biology · 2024Article
- Biological rhythms in COVID-19 vaccine effectiveness in an observational cohort study of 1.5 million patients.The Journal of clinical investigation · 2023Observational
- Warmer ambient air temperatures reduce nasal turbinate and brain infection, but increase lung inflammation in the K18-hACE2 mouse model of COVID-19.The Science of the total environment · 2023Article
- Seasonal effects decouple SARS-CoV-2 haplotypes worldwide.F1000Research · 2023Article
- Latitude and longitude as drivers of COVID-19 waves' behavior in Europe: A time-space perspective of the pandemic.PloS one · 2023Article
- Worldwide Correlations Support COVID-19 Seasonal Behavior and Impact of Global Change.Evolutionary bioinformatics online · 2023Article
- Article
- Influence of weather factors on the incidence of COVID-19 in Spain.Medicina clinica (English ed.) · 2022Article
- Influence of weather factors on the incidence of COVID-19 in Spain.Medicina clinica · 2022Article
- Environmental factors and mobility predict COVID-19 seasonality in the Netherlands.Environmental research · 2022Article
- Risk of sustained SARS-CoV-2 transmission in Queensland, Australia.Scientific reports · 2022Article
- Influence of state reopening policies in COVID-19 mortality.Scientific reports · 2022Article
- A spatio-temporal autoregressive model for monitoring and predicting COVID infection rates.Journal of geographical systems · 2022Article
- Factors associated with COVID-19 mortality in municipalities in the state of São Paulo (Brazil): an ecological study.Revista da Sociedade Brasileira de Medicina Tropical · 2022Article
- The emergence of SARS-CoV-2 variants of concern in Australia by haplotype coalescence reveals a continental link to COVID-19 seasonality.Methods in microbiology · 2022Article
- The seasonal behaviour of COVID-19 and its galectin-like culprit of the viral spike.Methods in microbiology · 2022Article
- Comparable seasonal pattern for COVID-19 and flu-like illnesses.One health (Amsterdam, Netherlands) · 2021Article
- Which influenza viruses will emerge following the SARS-CoV-2 pandemic?Influenza and other respiratory viruses · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The SARS-CoV-2 virus that causes the COVID-19 disease has spread quickly and massively around the entire globe, causing millions of confirmed cases and deaths worldwide. The disease poses a serious ongoing threat to public health. This study aims to understand the disease potential of the virus in different regions by studying how average spring temperature and its strong predictor, latitude, affect epidemiological variables such as disease incidence, mortality, recovery cases, active cases, testing rate, and hospitalization. We also seek to understand the association of temperature and geographic coordinates with viral genomics. Epidemiological data along with temperature, latitude, longitude, and preparedness index were collected for different countries and US states during the early stages of the pandemic. Our worldwide epidemiological analysis showed a significant correlation between temperature and incidence, mortality, recovery cases and active cases. The same tendency was found with latitude, but not with longitude. In the US, we observed no correlation between temperature or latitude and epidemiological variables. Interestingly, longitude was correlated with incidence, mortality, active cases, and hospitalization. An analysis of mutational change and mutational change per time in 55 453 aligned SARS-CoV-2 genome sequences revealed these parameters were uncorrelated with temperature and geographic coordinates. The epidemiological trends we observed worldwide suggest a seasonal effect for the disease that is not directly controlled by the genomic makeup of the virus. Future studies will need to determine if correlations are more likely the result of effects associated with the environment or the innate immunity of the host.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.