Evidence map›Paper›PMID 33187979›Full record

Observational studyScience advances2020

Distinct inflammatory profiles distinguish COVID-19 from influenza with limited contributions from cytokine storm.

Philip A Mudd, Jeremy Chase Crawford, Jackson S Turner, Aisha Souquette, Daniel Reynolds, Diane Bender, James P Bosanquet, Nitin J Anand, David A Striker, R Scott Martin and 9 more

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in Science advances, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 181 papers.

0numbers the graph read from it
0cells of the map it votes in
181citing papers in PubMed
5.4field-weighted citation impact, top 3% 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

181 citing papers in PubMed, 258 citations in OpenAlex.

  1. Trial
  2. Trial
  3. Article
  4. Article
  5. Review
  6. The triple-hit hypothesis: exploring pulmonary e-cigarette, PMEuropean respiratory review : an official journal of the European Respiratory Society · 2026
    Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. "Bridging the clinical, molecular and genetic perspectives on myocarditis in post-COVID-19 era".International journal of cardiology. Cardiovascular risk and prevention · 2026
    Review
  12. Article
  13. Observational
  14. Article
  15. Article
  16. Article
  17. SARS-CoV-2-International journal of microbiology · 2026
    Review
  18. A Pilot Study of COVID-19 Outcomes in People Living with HIV in Tatarstan.International journal of molecular sciences · 2025
    Article
  19. Article
  20. SARS-CoV-2-derived RNA replicons as safe and effective vaccines.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article

121 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

19 authors at 3 institutions in 1 country.

Philip A MuddDepartment of Emergency Medicine, Washington University School of Medicine, Saint Louis, MO, USA. pmudd@wustl.edu paul.thomas@stjude.org ellebedy@wustl.edu.ORCID 0000-0002-3860-5473
Jeremy Chase CrawfordDepartment of Immunology, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0003-4096-6048
Jackson S TurnerDepartment of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO, USA.ORCID 0000-0002-4396-6265
Aisha SouquetteDepartment of Immunology, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0001-6197-5870
Daniel ReynoldsDepartment of Internal Medicine, Washington University School of Medicine, Saint Louis, MO, USA.
Diane BenderBursky Center for Human Immunology and Immunotherapy Program, Washington University School of Medicine, Saint Louis, MO, USA.ORCID 0000-0002-8311-4390
James P BosanquetDepartment of Critical Care, Missouri Baptist Medical Center, Saint Louis, MO, USA.
Nitin J AnandDepartment of Critical Care, Missouri Baptist Medical Center, Saint Louis, MO, USA.
David A StrikerDepartment of Critical Care, Missouri Baptist Medical Center, Saint Louis, MO, USA.
R Scott MartinDepartment of Critical Care, Missouri Baptist Medical Center, Saint Louis, MO, USA.
Adrianus C M BoonDepartment of Internal Medicine, Washington University School of Medicine, Saint Louis, MO, USA.ORCID 0000-0002-4700-8224
Stacey L HouseDepartment of Emergency Medicine, Washington University School of Medicine, Saint Louis, MO, USA.
Kenneth E RemyDepartment of Internal Medicine, Washington University School of Medicine, Saint Louis, MO, USA.
Richard S HotchkissDepartment of Internal Medicine, Washington University School of Medicine, Saint Louis, MO, USA.
Rachel M PrestiDepartment of Internal Medicine, Washington University School of Medicine, Saint Louis, MO, USA.ORCID 0000-0002-5469-0727
Jane A O'HalloranDepartment of Internal Medicine, Washington University School of Medicine, Saint Louis, MO, USA.
William G PowderlyDepartment of Internal Medicine, Washington University School of Medicine, Saint Louis, MO, USA.ORCID 0000-0001-7808-3086
Paul G ThomasDepartment of Immunology, St. Jude Children's Research Hospital, Memphis, TN, USA. pmudd@wustl.edu paul.thomas@stjude.org ellebedy@wustl.edu.ORCID 0000-0001-7955-0256
Ali H EllebedyDepartment of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO, USA. pmudd@wustl.edu paul.thomas@stjude.org ellebedy@wustl.edu.ORCID 0000-0002-6129-2532
Washington University in St. Louis · USMissouri Baptist Medical Center · USSt. Jude Children's Research Hospital · US

Funding

Washington University Center for Cellular ImagingP30CA091842 · NCI · WASHINGTON UNIVERSITY · PI TIMOTHY J. EBERLEIN · 2001 to 2026
$128.0M
COLLABORATIVE INFLUENZA VACCINE INNOVATION CENTER: UNIVERSAL INFLUENZA VACCINE RESEARCH75N93019C00051 · NIAID · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KRAMMER, FLORIAN · 2019 to 2025
$105.4M
WU INSTITUTE OF CLINICAL AND TRANSLATIONAL SCIENCESUL1TR002345 · NCATS · WASHINGTON UNIVERSITY · PI William G. Powderly · 2017 to 2026
$97.8M
Washington University Institute of Clinical and Translational SciencesUL1TR000448 · NCATS · WASHINGTON UNIVERSITY · PI EVANOFF, BRADLEY A · 2012 to 2016
$41.4M
Programming Durable Immune Responses To VaccinationU01AI141990 · NIAID · WASHINGTON UNIVERSITY · PI Ali Hassan Ellebedy · 2019 to 2026
$5.3M
Enhancing Innate and Adaptive Immunity to Improve Sepsis SurvivalR35GM126928 · NIGMS · WASHINGTON UNIVERSITY · PI Richard Samuel Hotchkiss · 2018 to 2026
$4.7M
A protective role for gamma delta T cells in respiratory infectionR01AI121832 · NIAID · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI THOMAS, PAUL G. · 2016 to 2020
$2.2M
Impact of Red Blood Cell (RBC)-Derived DAMPs on Host Immune Response in Pediatric SepsisK08GM129763 · NIGMS · WASHINGTON UNIVERSITY · PI REMY, KENNETH EUGENE · 2018 to 2021
$714k
DIVISION OF LABOR IN HUMAN B CELL RESPONSES TO INFLUENZA VIRUSESR21AI139813 · NIAID · WASHINGTON UNIVERSITY · PI ELLEBEDY, ALI HASSAN · 2018 to 2019
$419k
NCATS NIH HHS UL1 TR000448NCATS NIH HHS UL1 TR002345NCI NIH HHS P30 CA091842NIAID NIH HHS 75N93019C00051NIAID NIH HHS HHSN272201400006CNIAID NIH HHS HHSN272201400008CNIAID NIH HHS R01 AI121832NIAID NIH HHS R21 AI139813NIAID NIH HHS U01 AI141990NIGMS NIH HHS K08 GM129763NIGMS NIH HHS R35 GM126928
6 · The paper itself

Abstract

We pursued a study of immune responses in coronavirus disease 2019 (COVID-19) and influenza patients. Compared to patients with influenza, patients with COVID-19 exhibited largely equivalent lymphocyte counts, fewer monocytes, and lower surface human leukocyte antigen (HLA)-class II expression on selected monocyte populations. Furthermore, decreased HLA-DR on intermediate monocytes predicted severe COVID-19 disease. In contrast to prevailing assumptions, very few (7 of 168) patients with COVID-19 exhibited cytokine profiles indicative of cytokine storm syndrome. After controlling for multiple factors including age and sample time point, patients with COVID-19 exhibited lower cytokine levels than patients with influenza. Up-regulation of IL-6, G-CSF, IL-1RA, and MCP1 predicted death in patients with COVID-19 but were not statistically higher than patients with influenza. Single-cell transcriptional profiling revealed profound suppression of interferon signaling among patients with COVID-19. When considered across the spectrum of peripheral immune profiles, patients with COVID-19 are less inflamed than patients with influenza.

Indexed as

AdultAgedAged, 80 and overCells, CulturedCOVID-19Cytokine Release SyndromeCytokinesDiagnosis, DifferentialFemaleGene Expression ProfilingHumansInflammationInfluenza, HumanLeukocytes, MononuclearMaleMiddle AgedCytokines

Identifiers

PMID33187979
PMCPMC7725462
OpenAlexW3099070704

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.