Evidence map›Paper›PMID 40080696›Full record

ArticleGenomics, proteomics & bioinformatics2025

The High Expression of PD-1 Defines A Subpopulation of Tfh Cells Responding to COVID-19 Vaccine in Humans.

Jingxin Guo, Zhangfan Fu, Yi Zhang, Mengyuan Xu, Jinhang He, Haocheng Zhang, Qiran Zhang, Jieyu Song, Ke Lin, Mingxiang Fan and 7 more

Abstract read
In one paragraph

Article in Genomics, proteomics & bioinformatics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Jingxin GuoDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0009-0005-5209-7160
Zhangfan FuDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0009-0001-1960-2007
Yi ZhangDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0003-0403-7129
Mengyuan XuShanghai Sci-Tech Inno Center for Infection & Immunity, Shanghai 200052, China.ORCID 0000-0003-3895-0469
Jinhang HeDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0003-4053-5926
Haocheng ZhangDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0002-7422-8433
Qiran ZhangDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0002-0158-3821
Jieyu SongDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0003-4874-3199
Ke LinDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0002-7805-6296
Mingxiang FanDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0009-0001-8474-5389
Zhangyufan HeDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0009-0003-3627-3166
Guanmin YuanDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.
Ning JiangDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0003-0664-6286
Huang HuangDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0002-8377-4823
Chao QiuDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0001-9401-5219
Jingwen AiDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0002-5152-1557
Wenhong ZhangDepartment of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200040, China.ORCID 0000-0002-9165-3212

Funding

China Postdoctoral Science Foundation 2022M710781Key Discipline Construction Plan from Shanghai Municipal Health Commission GWV-10.1-XK01National Natural Science Foundation of China 82041010National Natural Science Foundation of China 82402589National Natural Science Foundation of China 92169212Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response 20dz2260100
6 · The paper itself

Abstract

Inactivated coronavirus disease 2019 (COVID-19) vaccines and receptor-binding domain subunit (RBD-subunit) booster vaccination can induce effective humoral immune responses. CD4+ T helper cells are essential for helping B cells and antibody responses. However, the response of CD4+ T cells to booster vaccination, especially the virus-induced T follicular helper (Tfh) cells, needs to be better characterized. In this study, we investigated this response using single-cell sequencing and flow cytometry. Additionally, we employed a customized algorithm to identify virus-induced T cell receptors (VI-TCRs), enabling further exploration of the activation and persistence of virus-induced CD4+ T cell responses. We identified a subset of classic Tfh (cTfh) cells with high expression of PD-1 and IFN-γ. These cells were notably activated following booster vaccination, and their proportion was correlated with antibody titers. Trajectory analysis of activated cTfh cells revealed a subset of virus-induced cTfh cells that might maintain immune responses beyond 90 days post-vaccination. In summary, we identified a group of PD-1high cTfh cells induced by COVID-19 vaccination, which can enhance humoral responses and exhibit the long-term persistence against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We also developed a method for single-cell immune data analysis to understand virus-induced immune responses. Understanding how cTfh cells help antibody production will provide essential insights into the rational design of new vaccine strategies to optimize long-term immunity.

Indexed as

COVID-19COVID-19 VaccinesProgrammed Cell Death 1 ReceptorSARS-CoV-2T Follicular Helper CellsT-Lymphocytes, Helper-InducerHumansImmunization, SecondaryInterferon-gammaSingle-Cell AnalysisCOVID-19 VaccinesInterferon-gammaPDCD1 protein, humanProgrammed Cell Death 1 ReceptorBooster vaccinationCOVID-19Immune persistencePD-1high cTfhVirus-induced TCR

Identifiers

PMID40080696
PMCPMC13102178

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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.