CCL4L2 participates in tendinopathy progression by promoting macrophage inflammatory responses: a single-cell analysis.

IF 2.8 3区 医学 Q1 ORTHOPEDICS
Junxiang Xu, Minzhe Zheng, Zongxian Feng, Qiji Lin
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引用次数: 0

Abstract

Background: Tendinopathy is very common in clinical practice, which is highly prevalent in athletes, sports enthusiasts and other people involved in high-load weight-bearing activities. Common types of tendinopathy include rotator cuff injury, Achilles tendinitis, tennis elbow and so on. Macrophages (Macs) are key immune cells in the pathogenesis of tendinopathy. In this study, CCL4L2+ M1-related signaling pathways were screened by combining single-cell RNA sequencing (scRNA-seq) to explore their significance in tendinopathy treatment.

Methods: Immune cell populations were screened by Uniform Manifold Approximation and Projection (UMAP) downscaling, and Mac cell subsets were annotated using cell marker genes. The cellular communication mechanism between different cellular subsets such as Macs and tendon stem/progenitor cells (TSPCs) was demonstrated by cellular communication analysis. Based on cell marker genes of CCL4L2 + M1, Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment were performed to compare the expression differences in M1 and M2 between the Disease and Healthy groups. Associations between CCL4L2+ M1 and TSPCs were inferred by cell-cell communication analysis. The effects of CCL4L2 on Mac polarization and TSPCs were verified by enzyme-linked immunosorbent assay (ELISA) and real-time fluorescence quantitative PCR (qPCR).

Results: The proportions of TSPCs, endothelial cells (ECs), smooth muscle cells (SMCs), and immune cells were significantly elevated in the Disease group. The proportion of M1 cells in the Disease group was higher than that in the Healthy group, while the proportion of M2 cells was lower than that in the Healthy group. M1 differentially expressed genes (DEGs) were mainly enriched to disease-related and immunoinflammation-related signaling pathways. Signaling intensities between M1 and TSPCs in pathways related to immunoinflammation and ischemic injury were significantly increased in the Disease group. The proportion of CCL4L2 + M1 in the Disease group was significantly higher than in the Healthy group, and communications between CCL4L2 + M1 and TSPCs varied significantly. Compared with the Control group, the expression levels of inflammatory cytokines were higher in the CCL4L2 group, and the expression levels of tendon differentiation markers (Egr1, Mkx, Scx, Type 1 collagen, Tnmd) were significantly down-regulated.

Conclusion: The present study analyzed the heterogeneous alterations in the Healthy and Disease groups by scRNA-seq data and found that there was a significant inflammatory infiltrate in the Disease group with markedly increased Mac activity, which was associated with activation of the CCL4L2 + M1-associated signaling pathways. CCL4L2 promotes M1 polarization and inhibits TSPC differentiation through activating M1-related inflammatory signaling pathways. These findings contribute to a more comprehensive understanding of tendon injury progression and provide potential targets for tendinopathy treatment.

CCL4L2通过促进巨噬细胞炎症反应参与肌腱病变进展:单细胞分析
背景:肌腱病变在临床实践中非常常见,在运动员、运动爱好者和其他参与高负荷负重活动的人群中非常普遍。常见的肌腱病变类型包括肩袖损伤、跟腱炎、网球肘等。巨噬细胞(Macs)是肌腱病变发病机制中的关键免疫细胞。本研究结合单细胞RNA测序(scRNA-seq)筛选CCL4L2+ m1相关信号通路,探讨其在肌腱病变治疗中的意义。方法:采用统一流形近似和投影(UMAP)降尺度筛选免疫细胞群,并使用细胞标记基因对Mac细胞亚群进行注释。通过细胞通讯分析,揭示了不同细胞亚群(如mac细胞和肌腱干/祖细胞)之间的细胞通讯机制。以CCL4L2 + M1细胞标记基因为基础,进行Ontology (GO)和京都基因与基因组百科全书(KEGG)途径富集,比较疾病组和健康组M1和M2的表达差异。通过细胞间通讯分析推断CCL4L2+ M1与TSPCs之间的关联。采用酶联免疫吸附试验(ELISA)和实时荧光定量PCR (qPCR)验证CCL4L2对Mac极化和TSPCs的影响。结果:疾病组TSPCs、内皮细胞(ECs)、平滑肌细胞(SMCs)、免疫细胞比例显著升高。疾病组M1细胞比例高于健康组,M2细胞比例低于健康组。M1差异表达基因(DEGs)主要富集于疾病相关和免疫炎症相关的信号通路。与免疫炎症和缺血性损伤相关的通路中M1和TSPCs之间的信号强度在疾病组中显著增加。CCL4L2 + M1在疾病组中的比例显著高于健康组,且CCL4L2 + M1与TSPCs之间的通讯差异显著。与对照组相比,CCL4L2组炎症因子表达水平升高,肌腱分化标志物(Egr1、Mkx、Scx、1型胶原、Tnmd)表达水平显著下调。结论:本研究通过scRNA-seq数据分析了健康组和疾病组的异质性改变,发现疾病组存在明显的炎症浸润,Mac活性明显升高,这与CCL4L2 + m1相关信号通路的激活有关。CCL4L2通过激活M1相关炎症信号通路,促进M1极化,抑制TSPC分化。这些发现有助于更全面地了解肌腱损伤的进展,并为肌腱病变的治疗提供潜在的靶点。
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来源期刊
CiteScore
4.10
自引率
7.70%
发文量
494
审稿时长
>12 weeks
期刊介绍: Journal of Orthopaedic Surgery and Research is an open access journal that encompasses all aspects of clinical and basic research studies related to musculoskeletal issues. Orthopaedic research is conducted at clinical and basic science levels. With the advancement of new technologies and the increasing expectation and demand from doctors and patients, we are witnessing an enormous growth in clinical orthopaedic research, particularly in the fields of traumatology, spinal surgery, joint replacement, sports medicine, musculoskeletal tumour management, hand microsurgery, foot and ankle surgery, paediatric orthopaedic, and orthopaedic rehabilitation. The involvement of basic science ranges from molecular, cellular, structural and functional perspectives to tissue engineering, gait analysis, automation and robotic surgery. Implant and biomaterial designs are new disciplines that complement clinical applications. JOSR encourages the publication of multidisciplinary research with collaboration amongst clinicians and scientists from different disciplines, which will be the trend in the coming decades.
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