Evidence map›Paper›PMID 40768601›Full record

ArticleScience translational medicine2025

Nasal and systemic immune responses correlate with viral shedding after influenza challenge in people with complex preexisting immunity.

Kathie-Anne Walters, Charles A Blatti, Ruoqing Zhu, Barbara Banbury, Luca T Giurgea, Rachel Bean, Eugene Han, Yuhan Li, Kelsey Scherler, Jenna Sherry and 12 more

Abstract read
In one paragraph

Article in Science translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Multivariate Host-Pathogen Interactions Driving Heterogeneous Viral Shedding and CD8medRxiv : the preprint server for health sciences · 2025
    Article
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

22 authors.

Kathie-Anne WaltersInstitute for Systems Biology, Seattle, WA 98109, USA.ORCID 0000-0003-1547-6397
Charles A BlattiNational Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-4683-6271
Ruoqing ZhuDepartment of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-0753-5716
Barbara BanburyAdaptive Biotechnologies, Seattle, WA 98109, USA.ORCID 0000-0001-7332-7117
Luca T GiurgeaClinical Studies Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-8696-6927
Rachel BeanClinical Studies Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-1079-5498
Eugene HanDepartment of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
Yuhan LiDepartment of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0009-0005-3535-6781
Kelsey ScherlerInstitute for Systems Biology, Seattle, WA 98109, USA.ORCID 0000-0001-5955-5391
Jenna SherryViral Pathogenesis and Evolution Section, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0001-9257-9520
Sarah FormentiniDepartment of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-1991-1766
Wenzhuo ZhouDepartment of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
Adriana Cervantes-MedinaClinical Studies Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0009-0009-5791-4659
Monica GouzoulisClinical Studies Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.
Luz Angela RosasViral Pathogenesis and Evolution Section, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-8743-7189
Alison HanClinical Studies Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-7622-7696
Lisa GatzkeNational Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0003-3533-0010
Colleen BushellNational Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-5268-1915
Ned SherryAdaptive Biotechnologies, Seattle, WA 98109, USA.
Jeffery K TaubenbergerViral Pathogenesis and Evolution Section, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-9694-7228
Matthew J MemoliClinical Studies Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0001-6393-5178
John C KashViral Pathogenesis and Evolution Section, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-8037-7101

Funding

Pandemic Influenza Translational Research; Novel Vaccine and Drug TherapyZIAAI001157 · NIAID · NATIONAL INSTITUTE OF ALLERGY AND INFECTIOUS DISEASES · PI MEMOLI, MATTHEW · 2012 to 2025
$37.2M
Influenza Viral Pathogenesis Z01AI000986 · NIAID · NIAID EXTRAMURAL ACTIVITIES · PI TAUBENBERGER, JEFFERY · 2007 to 2008
$1.9M
Intramural NIH HHS Z01 AI000986Intramural NIH HHS Z99 AI999999Intramural NIH HHS ZIA AI001157
6 · The paper itself

Abstract

Each year in the United States, ~50% of adults ≥18 years old are vaccinated against influenza viruses, with protective efficacy averaging 40.5% over the past 20 years. To model annual seasonal influenza, a cohort of 74 adults, who were unscreened for preexisting A/H1N1 immunity and half of whom were recently immunized with licensed QIV (mean of 64 days), were challenged with A/H1N1 influenza virus. Transcriptomic, proteomic, and VDJ repertoire analyses were performed on nasal and peripheral blood samples from participants to identify nasal mucosal and systemic immune responses that correlated with viral shedding and immune correlates of protection. Viral-shedding participants showed increased T cell, but not B cell, VDJ diversity with expansion of low-frequency B cell clones postchallenge, including broadly neutralizing motifs. Nonshedding participants demonstrated decreased clonality and increased richness of B and T cell VDJ clones, increased preinoculation nasal mucosal immune gene and serum protein expression, and increased ex vivo peripheral blood mononuclear cell responses. Nasal mucosal responses in participants shedding virus for 2 or more days showed higher early viral loads and exhibited stronger induction of antiviral responses compared with those in participants who shed virus for 1 day. Last, participants with a single day of viral shedding were three times more likely to be female. These data shed light on the complex immune responses in the nasal mucosa and the periphery after influenza vaccination and infection, which will be critical for next-generation vaccine development.

Indexed as

ImmunityInfluenza A Virus, H1N1 SubtypeInfluenza, HumanNasal MucosaVirus SheddingAdultB-LymphocytesFemaleHumansInfluenza VaccinesMaleMiddle AgedT-LymphocytesYoung AdultInfluenza Vaccines

Identifiers

PMID40768601
PMCPMC12375958

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.