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单细胞 RNA 测序鉴定出衰老可作为横纹肌溶解症诱导的急性肾损伤的治疗靶点。

Single-cell RNA sequencing identifies senescence as therapeutic target in rhabdomyolysis-induced acute kidney injury.

机构信息

Institut National de la Santé et de la Recherche Médicale (INSERM), U1297, Institute of Metabolic and Cardiovascular Diseases, Toulouse, France.

Université Toulouse III Paul-Sabatier, Toulouse, France.

出版信息

Nephrol Dial Transplant. 2024 Feb 28;39(3):496-509. doi: 10.1093/ndt/gfad199.

Abstract

BACKGROUND

The role of macrophages in the development of rhabdomyolysis-induced acute kidney injury (RM-AKI) has been established, but an in-depth understanding of the changes in the immune landscape could help to improve targeted strategies. Whereas senescence is usually associated with chronic kidney processes, we also wished to explore whether senescence could also occur in AKI and whether senolytics could act on immune cells.

METHODS

Single-cell RNA sequencing was used in the murine glycerol-induced RM-AKI model to dissect the transcriptomic characteristics of CD45+ live cells sorted from kidneys 2 days after injury. Public datasets from murine AKI models were reanalysed to explore cellular senescence signature in tubular epithelial cells (TECs). A combination of senolytics (dasatinib and quercetin, DQ) was administered to mice exposed or not to RM-AKI.

RESULTS

Unsupervised clustering of nearly 17 000 single-cell transcriptomes identified seven known immune cell clusters. Sub-clustering of the mononuclear phagocyte cells revealed nine distinct cell sub-populations differently modified with RM. One macrophage cluster was particularly interesting since it behaved as a critical node in a trajectory connecting one major histocompatibility complex class IIhigh (MHCIIhigh) cluster only present in Control to two MHCIIlow clusters only present in RM-AKI. This critical cluster expressed a senescence gene signature, that was very different from that of the TECs. Senolytic DQ treatment blocked the switch from a F4/80highCD11blow to F4/80lowCD11bhigh phenotype, which correlated with prolonged nephroprotection in RM-AKI.

CONCLUSIONS

Single-cell RNA sequencing unmasked novel transitional macrophage subpopulation associated with RM-AKI characterized by the activation of cellular senescence processes. This work provides a proof-of-concept that senolytics nephroprotective effects may rely, at least in part, on subtle immune modulation.

摘要

背景

巨噬细胞在横纹肌溶解症引起的急性肾损伤 (RM-AKI) 的发展中的作用已得到确立,但深入了解免疫景观的变化有助于改进靶向策略。虽然衰老通常与慢性肾脏过程相关,但我们还想探索衰老是否也会发生在 AKI 中,以及衰老细胞清除剂是否可以作用于免疫细胞。

方法

在甘油诱导的 RM-AKI 小鼠模型中使用单细胞 RNA 测序,剖析损伤后 2 天从肾脏中分离的 CD45+活细胞的转录组特征。重新分析来自 AKI 模型的公共数据集,以探索肾小管上皮细胞 (TEC) 中的细胞衰老特征。用衰老细胞清除剂(达沙替尼和槲皮素,DQ)处理暴露于或未暴露于 RM-AKI 的小鼠。

结果

近 17000 个单细胞转录组的无监督聚类鉴定出七个已知的免疫细胞簇。单核吞噬细胞的亚聚类揭示了九个不同的细胞亚群,这些亚群在 RM 作用下发生了不同的改变。一个巨噬细胞簇特别有趣,因为它在一条轨迹中充当了一个关键节点,这条轨迹将仅在对照中存在的一个主要组织相容性复合体 II 高 (MHCIIhigh) 簇与仅在 RM-AKI 中存在的两个 MHCIIlow 簇连接起来。这个关键簇表达了一个衰老基因特征,与 TECs 的特征非常不同。衰老细胞清除剂 DQ 治疗阻断了从 F4/80highCD11blow 到 F4/80lowCD11bhigh 表型的转变,这与 RM-AKI 中的长期肾保护相关。

结论

单细胞 RNA 测序揭示了与 RM-AKI 相关的新型过渡性巨噬细胞亚群,其特征是细胞衰老过程的激活。这项工作提供了一个概念验证,即衰老细胞清除剂的肾保护作用可能至少部分依赖于微妙的免疫调节。

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