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整合空间转录组学和单细胞转录组学以表征小鼠长骨骨折愈合过程。

Integrating spatial and single-cell transcriptomics to characterize mouse long bone fracture healing process.

作者信息

Wang Hanning, He Xuan, Ma Mingjie, Dou Tianxu, Wei Yulong, Rux Danielle, Qin Ling, Yang Yan, Zhu Yue, Yao Lutian

机构信息

Department of Orthopaedics, The First Hospital of China Medical University, Shenyang, Liaoning, 110001, China.

Department of Sports Medicine, Shenyang Orthopedic Hospital, Shenyang, Liaoning, 110044, China.

出版信息

Commun Biol. 2025 Jun 7;8(1):887. doi: 10.1038/s42003-025-08316-0.

DOI:10.1038/s42003-025-08316-0
PMID:40483363
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12145418/
Abstract

Bone fracture healing is a dynamic process that relies on coordinated cellular interactions for effective tissue regeneration. We employ optimized spatial transcriptomics to delineate the locations and interactions of the involved cell types within a mouse femur fracture model on Day 0 before fracture and at Days 5 and 15 postfracture. We improve RNA quality significantly by optimizing our decalcification method using Morse's solution, coupled with the use of the Visium CytAssist platform and integrated analyses through the Seurat, CARD, and Monocle packages. This approach allows us to accurately localize critical cell populations, such as periosteum progenitor cells, and identify pivotal transcription factors that regulate their activation and differentiation into chondrocytes or osteogenic cells. We particularly focus on the transformation from mesenchymal progenitor cells (MPCs) to regenerative MPCs (rMPCs), revealing how these cells recruit macrophages near the fracture line during early healing stages and their involvement in fracture healing. Furthermore, using CellChat, we explore potential receptor‒ligand pathways that mediate these cellular interactions. The spatial-temporal mapping and molecular characterization performed in this study substantially deepen our understanding of the cellular and molecular processes involved in fracture healing, highlighting spatial transcriptomics as a robust approach for elucidating the mechanisms governing bone regeneration.

摘要

骨折愈合是一个动态过程,依赖于细胞间的协同相互作用以实现有效的组织再生。我们采用优化的空间转录组学技术,描绘在小鼠股骨骨折模型中,骨折前第0天以及骨折后第5天和第15天所涉及细胞类型的位置和相互作用。我们通过使用莫尔斯溶液优化脱钙方法,结合使用Visium CytAssist平台,并通过Seurat、CARD和Monocle软件包进行综合分析,显著提高了RNA质量。这种方法使我们能够准确地定位关键细胞群体,如骨膜祖细胞,并识别调节其激活以及分化为软骨细胞或成骨细胞的关键转录因子。我们特别关注间充质祖细胞(MPCs)向再生性MPCs(rMPCs)的转变,揭示这些细胞在早期愈合阶段如何在骨折线附近募集巨噬细胞以及它们在骨折愈合中的作用。此外,我们使用CellChat探索介导这些细胞相互作用的潜在受体 - 配体途径。本研究中进行的时空图谱绘制和分子特征分析极大地加深了我们对骨折愈合所涉及的细胞和分子过程的理解,突出了空间转录组学作为阐明骨再生机制的有力方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/980dc156e749/42003_2025_8316_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/5f1597cd7ff5/42003_2025_8316_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/4dfb3ee0078a/42003_2025_8316_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/893eef5609c8/42003_2025_8316_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/7a85095b47d3/42003_2025_8316_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/b01e0eb4a14d/42003_2025_8316_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/980dc156e749/42003_2025_8316_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/5f1597cd7ff5/42003_2025_8316_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/4dfb3ee0078a/42003_2025_8316_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/893eef5609c8/42003_2025_8316_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/7a85095b47d3/42003_2025_8316_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/b01e0eb4a14d/42003_2025_8316_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbb7/12145418/980dc156e749/42003_2025_8316_Fig6_HTML.jpg

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Spatial transcriptomics reveals discrete tumour microenvironments and autocrine loops within ovarian cancer subclones.
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Nat Commun. 2024 Apr 3;15(1):2860. doi: 10.1038/s41467-024-47271-y.
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Fibrous periosteum repairs bone fracture and maintains the healed bone throughout mouse adulthood.纤维性骨膜修复骨折,并在小鼠成年期维持愈合后的骨骼。
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