Evidence map›Paper›PMID 34349747›Full record

ArticleFrontiers in microbiology2021

Gut Microbiota Diversity and C-Reactive Protein Are Predictors of Disease Severity in COVID-19 Patients.

André Moreira-Rosário, Cláudia Marques, Hélder Pinheiro, João Ricardo Araújo, Pedro Ribeiro, Rita Rocha, Inês Mota, Diogo Pestana, Rita Ribeiro, Ana Pereira and 20 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in microbiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
61citing papers in PubMed, 3 pooled it
7.1field-weighted citation impact, top 2% of its field
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

61 citing papers in PubMed, 3 syntheses or guidelines pooled it, 103 citations in OpenAlex.

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  19. Complete sequence of carbapenem-resistantMicrobiology spectrum · 2024
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1 more citing papers are in PubMed but not listed here.

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

30 authors at 7 institutions in 2 countries.

André Moreira-RosárioFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Cláudia MarquesFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Hélder PinheiroFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
João Ricardo AraújoFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Pedro RibeiroCentro de Medicina Laboratorial Germano de Sousa, Lisboa, Portugal.
Rita Rochai3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.
Inês MotaFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Diogo PestanaFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Rita RibeiroCentro de Medicina Laboratorial Germano de Sousa, Lisboa, Portugal.
Ana PereiraCentro de Medicina Laboratorial Germano de Sousa, Lisboa, Portugal.
Maria José de SousaFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
José Pereira-LealOphiomics - Precision Medicine, Lisboa, Portugal.
José de SousaCentro de Medicina Laboratorial Germano de Sousa, Lisboa, Portugal.
Juliana MoraisFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Diana TeixeiraFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Júlio César RochaFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Marta SilvestreFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Nuno PríncipeDepartment of Emergency and Intensive Care Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal.
Nuno GattaDepartment of Emergency and Intensive Care Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal.
José AmadoDepartment of Emergency and Intensive Care Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal.
Lurdes SantosInfectious Diseases Service, ID Intensive Care Unit, Faculdade de Medicina, Centro Hospitalar Universitário de São João, Universidade do Porto, Porto, Portugal.
Fernando MaltezDepartment of Infectious Diseases, Hospital Curry Cabral, Centro Hospitalar Universitário de Lisboa Central, Lisboa, Portugal.
Ana BoquinhasDepartment of Emergency, CUF Infante Santo Hospital, Lisboa, Portugal.
Germano de SousaCentro de Medicina Laboratorial Germano de Sousa, Lisboa, Portugal.
Nuno GermanoPolyvalent Intensive Care Unit, Hospital Curry Cabral, Centro Hospitalar Universitário de Lisboa Central, Lisboa, Portugal.
Gonçalo SarmentoDepartment of Internal Medicine, Centro Hospitalar de Entre o Douro e Vouga, Santa Maria da Feira, Portugal.
Cristina GranjaFaculdade de Ciências Médicas, CINTESIS - Center for Health Technology and Services Research, NOVA Medical School, Universidade NOVA de Lisboa, Lisboa, Portugal.
Pedro PóvoaFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Ana FariaFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Conceição CalhauFaculdade de Ciências M dicas, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal.
Universidade Nova de Lisboa · PTCentre for Health Technology and Services Research · PTHospital de São João · PTHospital Curry Cabral · PTCentro Hospitalar de Entre o Douro e Vouga E.P.E. · PTi3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto · PTOdense University Hospital · DK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The risk factors for coronavirus disease 2019 (COVID-19) severity are still poorly understood. Considering the pivotal role of the gut microbiota on host immune and inflammatory functions, we investigated the association between changes in the gut microbiota composition and the clinical severity of COVID-19. We conducted a multicenter cross-sectional study prospectively enrolling 115 COVID-19 patients categorized according to: (1) the WHO Clinical Progression Scale-mild, 19 (16.5%); moderate, 37 (32.2%); or severe, 59 (51.3%), and (2) the location of recovery from COVID-19-ambulatory, 14 (household isolation, 12.2%); hospitalized in ward, 40 (34.8%); or hospitalized in the intensive care unit, 61 (53.0%). Gut microbiota analysis was performed through 16S rRNA gene sequencing, and the data obtained were further related to the clinical parameters of COVID-19 patients. The risk factors for COVID-19 severity were identified by univariate and multivariable logistic regression models. In comparison to mild COVID-19 patients, the gut microbiota of moderate and severe patients have: (a) lower Firmicutes/Bacteroidetes ratio; (b) higher abundance of Proteobacteria; and (c) lower abundance of beneficial butyrate-producing bacteria such as the genera

Indexed as

COVID-19dysbiosisgut microbiotaShannon—Weiner diversity indexWHO Clinical Progression Scale

Identifiers

PMID34349747
PMCPMC8326578
OpenAlexW3184111872

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.