Evidence map›Paper›PMID 33780470›Full record

ArticlePloS one2021

Decreased incidence, virus transmission capacity, and severity of COVID-19 at altitude on the American continent.

Christian Arias-Reyes, Favio Carvajal-Rodriguez, Liliana Poma-Machicao, Fernanda Aliaga-Raduán, Danuzia A Marques, Natalia Zubieta-DeUrioste, Roberto Alfonso Accinelli, Edith M Schneider-Gasser, Gustavo Zubieta-Calleja, Mathias Dutschmann and 1 more

Abstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

26 citing papers in PubMed.

  1. Altitude and case fatality rate from COVID-19 during the pandemic in Peru, 2020-2022.Revista peruana de medicina experimental y salud publica · 2026
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  18. SARS-CoV-2 Viral Load Analysis at Low and High Altitude: A Case Study from Ecuador.International journal of environmental research and public health · 2022
    Article
  19. Living at High Altitude and COVID-19 Mortality in Peru.High altitude medicine & biology · 2022
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Christian Arias-ReyesFaculty of Medicine, Université Laval, Institute Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Québec, Quebec City, Canada.ORCID 0000-0003-2802-8112
Favio Carvajal-RodriguezFaculty of Medicine, Université Laval, Institute Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Québec, Quebec City, Canada.
Liliana Poma-MachicaoFaculty of Medicine, Université Laval, Institute Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Québec, Quebec City, Canada.
Fernanda Aliaga-RaduánFaculty of Medicine, Université Laval, Institute Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Québec, Quebec City, Canada.
Danuzia A MarquesFaculty of Medicine, Université Laval, Institute Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Québec, Quebec City, Canada.ORCID 0000-0003-4144-2166
Natalia Zubieta-DeUriosteHigh Altitude Pulmonary and Pathology Institute (HAPPI-IPPA), La Paz, Bolivia.ORCID 0000-0003-2675-5025
Roberto Alfonso AccinelliInstituto de Investigaciones de la Altura, Universidad Peruana Cayetano Heredia, Lima, Peru.
Edith M Schneider-GasserInstitute of Veterinary Physiology, Vetsuisse-Faculty University of Zurich, Zurich, Switzerland.ORCID 0000-0001-7371-1477
Gustavo Zubieta-CallejaHigh Altitude Pulmonary and Pathology Institute (HAPPI-IPPA), La Paz, Bolivia.ORCID 0000-0002-4283-6514
Mathias DutschmannFlorey Institute of Neuroscience and Mental Health, University of Melbourne, Melbourne, Victoria, Australia.ORCID 0000-0002-0692-746X
Jorge SolizFaculty of Medicine, Université Laval, Institute Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Québec, Quebec City, Canada.ORCID 0000-0002-2335-5862

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The coronavirus disease 2019 (COVID-19) outbreak in North, Central, and South America has become the epicenter of the current pandemic. We have suggested previously that the infection rate of this virus might be lower in people living at high altitude (over 2,500 m) compared to that in the lowlands. Based on data from official sources, we performed a new epidemiological analysis of the development of the pandemic in 23 countries on the American continent as of May 23, 2020. Our results confirm our previous finding, further showing that the incidence of COVID-19 on the American continent decreases significantly starting at 1,000 m above sea level (masl). Moreover, epidemiological modeling indicates that the virus transmission rate is lower in the highlands (>1,000 masl) than in the lowlands (<1,000 masl). Finally, evaluating the differences in the recovery percentage of patients, the death-to-case ratio, and the theoretical fraction of undiagnosed cases, we found that the severity of COVID-19 is also decreased above 1,000 m. We conclude that the impact of the COVID-19 decreases significantly with altitude.

Indexed as

AltitudeCentral AmericaCOVID-19HumansIncidenceNorth AmericaSARS-CoV-2Severity of Illness IndexSouth America

Identifiers

PMID33780470
PMCPMC8006995

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Registered trials

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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.