A large-scale single-cell transcriptomic atlas indicates the immune panorama of influenza A infection

Yi Wang , Shuzi Liu , Laurence Don Wai Luu , Yongzhi Zhai , Chenliang Zhu , Zhaomin Feng , Yao Tan , Linglong Wan , Jie Wang , Juan Zhou , Jing Wang , Lixin Xie , Quanyi Wang , Fei Xie

iMeta ›› 2026, Vol. 5 ›› Issue (2) : e70121

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iMeta ›› 2026, Vol. 5 ›› Issue (2) :e70121 DOI: 10.1002/imt2.70121
RESEARCH ARTICLE
A large-scale single-cell transcriptomic atlas indicates the immune panorama of influenza A infection
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Abstract

Influenza A virus (IAV) infection has a wide clinical spectrum, from mild illness to life-threatening pneumonia, yet the underlying immune determinants of disease remain poorly defined. Here, we generated a large-scale single-cell transcriptomic atlas from peripheral blood, profiling more than 612,010 cells from 97 individuals, including healthy controls, and patients with mild, severe, or convalescent IAV infection. Our findings uncovered a core immune dichotomy that determines clinical severity: a protective, monocyte-centric antiviral state in mild disease versus a pathological, neutrophil- and myeloid-derived suppressor cell (MDSC)-driven hyperinflammatory state in severe infection. Severe disease was marked by a peripheral hyperinflammatory state, driven by specific monocyte and neutrophil subsets via the S100A8/9/12–TLR4/RAGE signaling axis, and was coupled with the expansion of granulocytic MDSCs that likely contribute to T cell paralysis. In contrast, mild disease was associated with a protective, monocyte-centric response characterized by robust antiviral interferon signaling and enhanced antigen presentation. This functional divergence extends to the adaptive immune system, where mild disease was associated with CD8+ T cells displaying a balance of high cytotoxicity and regulated exhaustion. In severe illness, however, T cells become profoundly dysfunctional, exhibiting signatures of metabolic stress and apoptosis alongside the emergence of pathogenic, pro-inflammatory regulatory T cells. Together, our atlas provides a high-resolution immunological blueprint of human IAV infection, delineates the cellular states and pathways that govern clinical trajectories and offers a critical resource for developing host-directed therapies.

Keywords

cytokine storm / influenza A virus / peripheral immune response / single-cell transcriptomic atlas / T cell exhaustion

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Yi Wang, Shuzi Liu, Laurence Don Wai Luu, Yongzhi Zhai, Chenliang Zhu, Zhaomin Feng, Yao Tan, Linglong Wan, Jie Wang, Juan Zhou, Jing Wang, Lixin Xie, Quanyi Wang, Fei Xie. A large-scale single-cell transcriptomic atlas indicates the immune panorama of influenza A infection. iMeta, 2026, 5 (2) : e70121 DOI:10.1002/imt2.70121

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