Evidence map›Paper›PMID 36451808›Full record

ArticleFrontiers in immunology2022

Prognostic peripheral blood biomarkers at ICU admission predict COVID-19 clinical outcomes.

Melina Messing, Mypinder S Sekhon, Michael R Hughes, Sophie Stukas, Ryan L Hoiland, Jennifer Cooper, Nyra Ahmed, Mark S Hamer, Yicong Li, Samuel B Shin and 5 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. 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

15 authors.

Melina MessingThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
Mypinder S SekhonDepartment of Medicine (Division of Respirology), University of British Columbia, Vancouver, BC, Canada.
Michael R HughesThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
Sophie StukasDepartment of Pathology and Laboratory Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.
Ryan L HoilandDepartment of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, BC, Canada.
Jennifer CooperDepartment of Pathology and Laboratory Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.
Nyra AhmedDepartment of Pathology and Laboratory Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.
Mark S HamerThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
Yicong LiThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
Samuel B ShinThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
Lin Wei TungThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
Cheryl L WellingtonDepartment of Pathology and Laboratory Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.
Don D SinDepartment of Medicine (Division of Respirology), University of British Columbia, Vancouver, BC, Canada.
Kevin B LeslieThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
Kelly M McNagnyThe Biomedical Research Centre, School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic continues to challenge the capacities of hospital ICUs which currently lack the ability to identify prospectively those patients who may require extended management. In this study of 90 ICU COVID-19 patients, we evaluated serum levels of four cytokines (IL-1β, IL-6, IL-10 and TNFα) as well as standard clinical and laboratory measurements. On 42 of these patients (binned into Initial and Replication Cohorts), we further performed CyTOF-based deep immunophenotyping of peripheral blood mononuclear cells with a panel of 38 antibodies. All measurements and patient samples were taken at time of ICU admission and retrospectively linked to patient clinical outcomes through statistical approaches. These analyses resulted in the definition of a new measure of patient clinical outcome: patients who will recover after short ICU stays (< 6 days) and those who will subsequently die or recover after long ICU stays (≥6 days). Based on these clinical outcome categories, we identified blood prognostic biomarkers that, at time of ICU admission, prospectively distinguish, with 91% sensitivity and 91% specificity (positive likelihood ratio 10.1), patients in the two clinical outcome groups. This is achieved through a tiered evaluation of serum IL-10 and targeted immunophenotyping of monocyte subsets, specifically, CD11c

Indexed as

COVID-19CD11c AntigenHumansIntensive Care UnitsInterleukin-10Leukocytes, MononuclearPandemicsPrognosisRetrospective StudiesCD11c AntigenInterleukin-10biomarkersCOVID-19ICU admissioninfectious diseaseinflammation

Identifiers

PMID36451808
PMCPMC9703061

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.