Evidence map›Paper›PMID 41958647›Full record

ArticleFrontiers in immunology2026

Profiling of SARS-CoV-2 virus shedding, antibody neutralization, and T-cell receptor repertoires in a large, multi-center cohort of young adults with varied prior exposures.

Andrew Fiore-Gartland, Koshlan Mayer-Blackwell, James Stray, Moni Neradilek, April Lo, Alex Hannah, Tracy Dong, Leonid Serebryannyy, Robin Carroll, Bob C Lin and 11 more

Abstract readMulticenter Study
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

21 authors.

Andrew Fiore-GartlandVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
Koshlan Mayer-BlackwellVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
James StrayAdaptive Biotechnologies, Seattle, WA, United States.
Moni NeradilekVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
April LoAdaptive Biotechnologies, Seattle, WA, United States.
Alex HannahAdaptive Biotechnologies, Seattle, WA, United States.
Tracy DongVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
Leonid SerebryannyyVaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States.
Robin CarrollVaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States.
Bob C LinVaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States.
Richard A KoupVaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States.
Nina Marie G GarciaVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
Jasmine R MarcelinDivision of Infectious Diseases, University of Nebraska Medical Center, Omaha, NE, United States.
Audrey E PettiforDepartment of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Holly JanesVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
Elizabeth R BrownVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
Catherine YenDivision of AIDS, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States.
Jessica AndriesenVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
Lawrence CoreyVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.
Kathryn E StephensonCenter for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.
James G KublinVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.

Funding

LOC: HIV Vaccine Trials NetworkUM1AI068614 · NIAID · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Dan H. Barouch, Lawrence Corey · 2011 to 2026
$1175.6M
SDMC: HIV Vaccine Trials NetworkUM1AI068635 · NIAID · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Peter B. Gilbert, Yunda Huang · 2011 to 2026
$385.9M
Harvard Medical School Vaccine Clinical Trials UnitUM1AI069412 · NIAID · BRIGHAM AND WOMEN'S HOSPITAL · PI Lindsey Robert Baden, Daniel R. Kuritzkes · 2012 to 2026
$57.2M
NIAID NIH HHS UM1 AI068614NIAID NIH HHS UM1 AI068635NIAID NIH HHS UM1 AI069412
6 · The paper itself

Abstract

Background: The cellular and neutralizing antibody responses to SARS-CoV-2 infection are complex, particularly with multiple and heterogeneous exposures. We sought to understand the changes to the antibody and T-cell repertoire elicited by mildly symptomatic or asymptomatic infections in young adults, and how immune responses to prior vaccination may interact with new viral exposures in this population. Additionally, profiling both aspects of humoral and cellular immunity from a single vial of blood is experimentally challenging. Methods: We developed a protocol to recover T-cell receptor (TCR) repertoires from frozen blood clots, i.e., remnant material, retained after coagulation of whole blood for serum recovery and antibody analysis. The method was applied to a subset of participants in a COVID-19 vaccine trial (CoVPN 3006, Results: Clot material provided suitable genomic DNA for TCR profiling, with vaccination and infection leading to expansions in T-cell responses. Consistent with prior studies, we found that hybrid immunological exposures (vaccination after infection) lead to the greatest antibody potency and spike TCR breadth. When the order of exposure was reversed, we observed evidence of attenuated disease severity (reduced shedding duration and lower peak nasal viral load) in post-vaccination versus primary infections. Discussion: The protocols described here for recovery of TCR repertoires from remnant coagulated material will facilitate more common estimation of cellular and neutralizing antibody immune responses as potential correlates of protection in large clinical trial cohorts where peripheral blood mononuclear cell (PBMC) acquisition or analysis is otherwise infeasible.

Indexed as

Antibodies, NeutralizingAntibodies, ViralCOVID-19COVID-19 VaccinesReceptors, Antigen, T-CellSARS-CoV-2Virus SheddingAdolescentAdultCohort StudiesFemaleHumansImmunity, CellularMaleT-LymphocytesYoung AdultAntibodies, NeutralizingAntibodies, ViralCOVID-19 VaccinesReceptors, Antigen, T-Cellantibody neutralizationhybrid immunitySARS-CoV-2T cell receptor repertoirevaccinesviral shedding

Identifiers

PMID41958647
PMCPMC13057264

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.