Center for Wound Healing and Tissue Regeneration, Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL; and.
Research Informatics Core, University of Illinois at Chicago, Chicago, IL.
J Immunol. 2022 Nov 15;209(10):1999-2011. doi: 10.4049/jimmunol.2200365.
Monocytes (Mos)/macrophages (Mϕs) orchestrate biological processes critical for efficient skin wound healing. However, current understanding of skin wound Mo/Mϕ heterogeneity is limited by traditional experimental approaches such as flow cytometry and immunohistochemistry. Therefore, we sought to more fully explore Mo/Mϕ heterogeneity and associated state transitions during the course of excisional skin wound healing in mice using single-cell RNA sequencing. The live CD45+CD11b+Ly6G- cells were isolated from skin wounds of C57BL/6 mice on days 3, 6, and 10 postinjury and captured using the 10x Genomics Chromium platform. A total of 2813 high-quality cells were embedded into a uniform manifold approximation and projection space, and eight clusters of distinctive cell populations were identified. Cluster dissimilarity and differentially expressed gene analysis categorized those clusters into three groups: early-stage/proinflammatory, late-stage/prohealing, and Ag-presenting phenotypes. Signature gene and Gene Ontology analysis of each cluster provided clues about the different functions of the Mo/Mϕ subsets, including inflammation, chemotaxis, biosynthesis, angiogenesis, proliferation, and cell death. Quantitative PCR assays validated characteristics of early- versus late-stage Mos/Mϕs inferred from our single-cell RNA sequencing dataset. Additionally, cell trajectory analysis by pseudotime and RNA velocity and adoptive transfer experiments indicated state transitions between early- and late-state Mos/Mϕs as healing progressed. Finally, we show that the chemokine Ccl7, which was a signature gene for early-stage Mos/Mϕs, preferentially induced the accumulation of proinflammatory Ly6C+F4/80lo/- Mos/Mϕs in mouse skin wounds. In summary, our data demonstrate the complexity of Mo/Mϕ phenotypes, their dynamic behavior, and diverse functions during normal skin wound healing.
单核细胞(Mos)/巨噬细胞(Mϕs)协调对有效皮肤伤口愈合至关重要的生物学过程。然而,目前对皮肤伤口 Mo/Mϕ 异质性的理解受到传统实验方法(如流式细胞术和免疫组织化学)的限制。因此,我们试图使用单细胞 RNA 测序更全面地探索皮肤伤口愈合过程中 Mos/Mϕ 的异质性及其相关状态转变。在损伤后第 3、6 和 10 天,从 C57BL/6 小鼠的皮肤伤口中分离出活 CD45+CD11b+Ly6G-细胞,并使用 10x Genomics Chromium 平台捕获。将总共 2813 个高质量细胞嵌入到一致流形逼近和投影空间中,并鉴定出八个独特细胞群体的簇。簇不相似性和差异表达基因分析将这些簇分为三组:早期/炎症前、晚期/愈合中和抗原呈递表型。每个簇的特征基因和基因本体分析为 Mo/Mϕ 亚群的不同功能提供了线索,包括炎症、趋化性、生物合成、血管生成、增殖和细胞死亡。定量 PCR 检测验证了从我们的单细胞 RNA 测序数据集推断的早期与晚期 Mos/Mϕ 之间的特征。此外,通过伪时间和 RNA 速度的细胞轨迹分析以及过继转移实验表明,随着愈合的进展,早期和晚期 Mos/Mϕ 之间发生了状态转变。最后,我们表明趋化因子 Ccl7 是早期 Mos/Mϕ 的特征基因,它优先诱导促炎 Ly6C+F4/80lo/-Mos/Mϕ 在小鼠皮肤伤口中的积累。总之,我们的数据表明 Mo/Mϕ 表型的复杂性、它们在正常皮肤伤口愈合过程中的动态行为和多样化的功能。