Evidence map›Paper›PMID 41346583›Full record

ArticleFrontiers in immunology2025

Analysis of blood proteome in influenza-infected patients reveals new insights into the host response signatures distinguishing mild severe infections.

Klaus Schughart, Stephen C Threlkeld, Subhashini A Sellers, Willam A Fischer, Jens Schreiber, Eva Lücke, Mark Heise, Amber M Smith

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

8 authors.

Klaus SchughartInstitute of Virology Münster, University of Münster, Münster, Germany.
Stephen C ThrelkeldBaptist Memorial Hospital, Memphis, TN, United States.
Subhashini A SellersDivision of Pulmonary Diseases and Critical Care Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Willam A FischerDivision of Pulmonary Diseases and Critical Care Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Jens SchreiberClinic of Pneumology, Otto-von-Guerike University, Magdeburg, Germany.
Eva LückeClinic of Pneumology, Otto-von-Guerike University, Magdeburg, Germany.
Mark HeiseDepartment of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Amber M SmithDepartment of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN, United States.

Funding

Virtual Patient Cohorts to Illuminate Immunologic Drivers of Influenza SeverityR01AI170115 · NIAID · UNIVERSITY OF TENNESSEE HEALTH SCI CTR · PI SMITH, AMBER M · 2022 to 2025
$2.8M
NIAID NIH HHS R01 AI170115
6 · The paper itself

Abstract

Introduction: Influenza infections result in a wide spectrum of disease outcomes, ranging from asymptomatic cases to fatal illness. While immunopathology contributes to an increased risk of hospitalization, the host factors that drive predisposition to ICU admission remain poorly understood. Methods: Here, we performed proteome analyses of sera from influenza virus-infected patients who were experiencing moderate disease without ICU admission or severe disease with ICU admission. A unique aspect of our study is that we monitored expression levels of more than 6,000 proteins whereas previous studies only analyzed a very limited number of protein markers. Results and Discussion: Comparing the responses in infected versus healthy individuals identified many differentially expressed proteins and related molecular pathways involved in lipid metabolism, iron metabolism, chromatin remodeling, and immune signaling in infected patients. These were amplified in patients with more severe disease, where immune signaling, proliferation/differentiation, and metabolic process pathways were increased. Our results suggest strong impacts of macrophage- and neutrophil-related responses. A unique aspect of our analysis is that it allowed us to relate the secreted host response in the blood (proteome) with stimulated responses in blood cells (transcriptome) in the same patients. Many differentially expressed proteins in the serum were not identified as differentially expressed genes in blood cells and therefore represent a not yet described set of biomarkers. Furthermore, we identified many strong correlations between blood cell transcriptomes and blood proteomes, which will allow us to validate or generate unique hypotheses of causal relationships between serum proteins and responses in blood cells during an influenza infection.

Indexed as

Blood ProteinsInfluenza, HumanProteomeAdultAgedBiomarkersFemaleHost-Pathogen InteractionsHumansMaleMiddle AgedProteomicsSeverity of Illness IndexTranscriptomeBiomarkersBlood ProteinsProteomeblooddifferentially expressed proteinsinfluenzaproteometranscriptome correlations

Identifiers

PMID41346583
PMCPMC12672548

What OpenQuestion holds

Textmetadata
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.