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单细胞转录组揭示金黄色葡萄球菌在骨-植入界面调节成纤维细胞分化。

Single-cell transcriptome reveals Staphylococcus aureus modulating fibroblast differentiation in the bone-implant interface.

机构信息

Department of Orthopedics, Shanghai Sixth People's Hospital, No. 600, Yi Shan Road, Shanghai, 200233, China.

出版信息

Mol Med. 2023 Mar 16;29(1):35. doi: 10.1186/s10020-023-00632-7.

Abstract

BACKGROUND

This study aimed to delineate the cell heterogeneity in the bone-implant interface and investigate the fibroblast responses to implant-associated S. aureus infection.

METHODS

Single-cell RNA sequencing of human periprosthetic tissues from patients with periprosthetic joint infection (PJI, n = 3) and patients with aseptic loosening (AL, n = 2) was performed. Cell type identities and gene expression profiles were analyzed to depict the single-cell landscape in the periprosthetic environment. In addition, 11 publicly available human scRNA-seq datasets were downloaded from GSE datasets and integrated with the in-house sequencing data to identify disease-specific fibroblast subtypes. Furthermore, fibroblast pseudotime trajectory analysis and Single-cell regulatory network inference and clustering (SCENIC) analysis were combined to identify transcription regulators responsible for fibroblast differentiation. Immunofluorescence was performed on the sequenced samples to validate the protein expression of the differentially expressed transcription regulators.

RESULTS

Eight major cell types were identified in the human bone-implant interface by analyzing 36,466 cells. Meta-analysis of fibroblasts scRNA-seq data found fibroblasts in the bone-implant interface express a high level of CTHRC1. We also found fibroblasts could differentiate into pro-inflammatory and matrix-producing phenotypes, each primarily presented in the PJI and AL groups, respectively. Furthermore, NPAS2 and TFEC which are activated in PJI samples were suggested to induce pro-inflammatory polarization in fibroblasts, whereas HMX1, SOX5, SOX9, ZIC1, ETS2, and FOXO1 are matrix-producing regulators. Meanwhile, we conducted a CMap analysis and identified forskolin as a potential regulator for fibroblast differentiation toward matrix-producing phenotypes.

CONCLUSIONS

In this study, we discovered the existence of CTHRC1 fibroblast in the bone-implant interface. Moreover, we revealed a bipolar mode of fibroblast differentiation and put forward the hypothesis that infection could modulate fibroblast toward a pro-inflammatory phenotype through NPAS2 and TFEC.

摘要

背景

本研究旨在描绘骨-植入界面的细胞异质性,并研究成纤维细胞对植入相关金黄色葡萄球菌感染的反应。

方法

对假体周围关节感染(PJI,n=3)和无菌性松动(AL,n=2)患者的假体周围组织进行单细胞 RNA 测序。分析细胞类型身份和基因表达谱,以描绘假体周围环境中的单细胞景观。此外,从 GSE 数据集下载了 11 个公共可用的人类 scRNA-seq 数据集,并与内部测序数据集成,以鉴定疾病特异性成纤维细胞亚型。此外,成纤维细胞拟时轨迹分析和单细胞调控网络推断和聚类(SCENIC)分析相结合,以鉴定负责成纤维细胞分化的转录调控因子。对测序样本进行免疫荧光染色,以验证差异表达转录调控因子的蛋白表达。

结果

通过分析 36466 个细胞,在人类骨-植入界面中鉴定出 8 种主要细胞类型。对成纤维细胞 scRNA-seq 数据的荟萃分析发现,骨-植入界面中的成纤维细胞表达高水平的 CTHRC1。我们还发现成纤维细胞可以分化为促炎和产生基质的表型,每种表型主要存在于 PJI 和 AL 组中。此外,在 PJI 样本中被激活的 NPAS2 和 TFEC 被认为可以诱导成纤维细胞向促炎表型极化,而 HMX1、SOX5、SOX9、ZIC1、ETS2 和 FOXO1 是产生基质的调节因子。同时,我们进行了 CMap 分析,发现 forskolin 可能是成纤维细胞向产生基质表型分化的潜在调节剂。

结论

在这项研究中,我们发现了骨-植入界面中存在 CTHRC1 成纤维细胞。此外,我们揭示了成纤维细胞的两极分化模式,并提出了感染可以通过 NPAS2 和 TFEC 使成纤维细胞向促炎表型分化的假说。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e181/10021980/36f449330901/10020_2023_632_Fig1_HTML.jpg

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