Evidence map›Paper›PMID 35098416›Full record

ArticleEnvironmental geochemistry and health2022

Geographical distribution of trace elements (selenium, zinc, iron, copper) and case fatality rate of COVID-19: a national analysis across conterminous USA.

Ying Chen, Zheng Feei Ma, Dahai Yu, Zifei Jiang, Bo Wang, Linxi Yuan

Abstract read
In one paragraph

Article in Environmental geochemistry and health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Review
  5. Article
  6. Observational
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

6 authors.

Ying ChenWisdom Lake Academy of Pharmacy, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China.
Zheng Feei MaDepartment of Health and Environmental Sciences, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China.
Dahai YuPrimary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, ST5 5BG, UK.
Zifei JiangDepartment of Health and Environmental Sciences, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China.
Bo WangSuzhou Centre for Disease Control and Prevention, Suzhou, 215004, China.
Linxi YuanDepartment of Health and Environmental Sciences, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China. Linxi.Yuan@xjtlu.edu.cn.ORCID http://orcid.org/0000-0002-1043-8933

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Severe outcome particularly death is the largest burden of COVID-19. Clinical observations showed preliminary data that deficiency in certain trace elements, essential for the normal activity of immune system, may be associated with worse COVID-19 outcome. Relevant study of environmental epidemiology has yet to be explored. We investigated the geographical association between concentrations of Se, Zn, Fe and Cu in surface soils and case fatality rate of COVID-19 in USA. Two sets of database, including epidemiological data of COVID-19 (including case fatality rate, from the University of John Hopkinson) and geochemical concentration data of Se, Zn, Fe and Cu in surface soils (from the National Geochemical Survey), were mapped according to geographical location at the county level across conterminous USA. Characteristics of population, socio-demographics and residential environment by county were also collected. Seven cross-sectional sampling dates, with a 4-week interval between adjacent dates, constructed an observational investigation over 24 weeks from October 8, 2020, to March 25, 2021. Multivariable fractional (logit) outcome regression analyses were used to assess the association with adjustment for potential confounding factors. In USA counties with the lowest concentration of Zn, the case fatality rate of COVID-19 was the highest, after adjustment for other influencing factors. Associations of Se, Fe and Cu with case fatality rate of COVID-19 were either inconsistent over time or disappeared after adjustment for Zn. Our large study provides epidemiological evidence suggesting an association of Zn with COVID-19 severity, suggesting Zn deficiency should be avoided.

Indexed as

COVID-19SeleniumTrace ElementsCopperCross-Sectional StudiesHumansIronSoilZincCopperIronSeleniumSoilTrace ElementsZincCase fatality rateCOVID-19Ecological studyEnvironmental epidemiologyGeographical distributionTrace element

Identifiers

PMID35098416
PMCPMC8801196

What OpenQuestion holds

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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.