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Identification of pathogenic TRAIL-expressing innate immune cells during HIV-1 infection in humanized mice by scRNA-Seq
Liang Cheng, Haisheng Yu, John A. Wrobel, Guangming Li, Peng Liu, Zhiyuan Hu, Xiao-Ning Xu, Lishan Su
Liang Cheng, Haisheng Yu, John A. Wrobel, Guangming Li, Peng Liu, Zhiyuan Hu, Xiao-Ning Xu, Lishan Su
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Resource and Technical Advance AIDS/HIV

Identification of pathogenic TRAIL-expressing innate immune cells during HIV-1 infection in humanized mice by scRNA-Seq

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Abstract

Depletion of CD4+ T cells during HIV-1 infection is mostly mediated by inflammatory cells via indirect but not clearly defined mechanisms. In this report, we used single-cell RNA-Seq (scRNA-Seq) technology to study HIV-induced transcriptomic change in innate immune cells in lymphoid organs. We performed scRNA-Seq on hCD45+hCD3–hCD19– human leukocytes isolated from spleens of humanized NOD/Rag2–/–γc–/– (NRG) mice transplanted with human CD34+ hematopoietic stem progenitor cells (NRG-hu HSC mice). We identified major populations of innate immune cells, including plasmacytoid dendritic cells (pDCs), myeloid dendritic cells (mDCs), macrophages, NK cells, and innate lymphoid cells (ILCs). HIV-1 infection significantly upregulated genes involved in type I IFN inflammatory pathways in each of the innate immune subsets. Interestingly, we found that TRAIL was upregulated in the innate immune populations, including pDCs, mDCs, macrophages, NK cells, and ILCs. We further demonstrated that blockade of the TRAIL signaling pathway in NRG-hu HSC mice prevented HIV-1–induced CD4+ T cell depletion in vivo. In summary, we characterized HIV-induced transcriptomic changes of innate immune cells in the spleen at single-cell levels, identified the TRAIL+ innate immune cells, and defined an important role of the TRAIL signaling pathway in HIV-1–induced CD4+ T cell depletion in vivo.

Authors

Liang Cheng, Haisheng Yu, John A. Wrobel, Guangming Li, Peng Liu, Zhiyuan Hu, Xiao-Ning Xu, Lishan Su

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Figure 3

HIV-1 infection induces TRAIL expression in a subset of all innate immune cells.

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HIV-1 infection induces TRAIL expression in a subset of all innate immun...
(A) TRAIL (TNFSF10) expression in human innate immune cells from mock and HIV-1–infected mice by t-SNE visualization. (B) Violin plots of normalized unique molecular identifier (UMI) showing distribution of TRAIL (TNFSF10) gene expression in different innate immune cells from mock or HIV-1–infected mice. A5, A6, A7, and A8 are the mouse identification numbers; the percentages shown on the violin plots correspond to percentage of TRAIL+ cells. No macrophage cluster in mouse A5 due to the limited input cell number and low percentage of macrophages in this sample. (C) TRAIL protein expression detected by flow cytometry on each of the innate immune cell subsets from spleens of mock and HIV-1–infected mice 5 weeks after HIV-1 infection. Mock, n = 3; HIV-1, n = 4. Data represent mean ± SEM. *P < 0.05, **P < 0.01, ***P < 0.001, by 2-tailed Student’s t test. (D) Heatmaps showing differentially expressed genes between TRAIL+ and TRAIL– cells in HIV-1–infected mice for pDCs, mDCs, and NK cells. (E) STRING association networks of upregulated genes in TRAIL+ cells in HIV-1–infected mice for pDC, mDC, and NK cell types. Red nodes indicate proteins found in the IFN-α/β (IFN-I) signaling pathway.

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ISSN 2379-3708

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