Department of Biosystems Science and Engineering, ETH Zürich, Schanzenstrasse 44, 4056, Basel, Switzerland.
Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland.
Nat Commun. 2023 Nov 27;14(1):7775. doi: 10.1038/s41467-023-43005-8.
Cells collectively determine biological functions by communicating with each other-both through direct physical contact and secreted factors. Consequently, the local microenvironment of a cell influences its behavior, gene expression, and cellular crosstalk. Disruption of this microenvironment causes reciprocal changes in those features, which can lead to the development and progression of diseases. Hence, assessing the cellular transcriptome while simultaneously capturing the spatial relationships of cells within a tissue provides highly valuable insights into how cells communicate in health and disease. Yet, methods to probe the transcriptome often fail to preserve native spatial relationships, lack single-cell resolution, or are highly limited in throughput, i.e. lack the capacity to assess multiple environments simultaneously. Here, we introduce fragment-sequencing (fragment-seq), a method that enables the characterization of single-cell transcriptomes within multiple spatially distinct tissue microenvironments. We apply fragment-seq to a murine model of the metastatic liver to study liver zonation and the metastatic niche. This analysis reveals zonated genes and ligand-receptor interactions enriched in specific hepatic microenvironments. Finally, we apply fragment-seq to other tissues and species, demonstrating the adaptability of our method.
细胞通过彼此之间的交流来共同决定其生物学功能——包括直接的物理接触和分泌因子。因此,细胞的局部微环境会影响其行为、基因表达和细胞串扰。这种微环境的破坏会导致这些特征的相互变化,从而导致疾病的发生和发展。因此,在评估细胞转录组的同时,同时捕捉组织中细胞的空间关系,可以深入了解细胞在健康和疾病状态下是如何进行通讯的。然而,探测转录组的方法往往无法保留天然的空间关系,缺乏单细胞分辨率,或者在通量方面受到高度限制,即缺乏同时评估多个环境的能力。在这里,我们介绍了片段测序(fragment-seq),这是一种能够在多个空间上不同的组织微环境中对单细胞转录组进行特征分析的方法。我们将 fragment-seq 应用于转移性肝脏的小鼠模型中,以研究肝脏分区和转移灶微环境。该分析揭示了在特定的肝微环境中富集的具有分区特征的基因和配体-受体相互作用。最后,我们将 fragment-seq 应用于其他组织和物种,证明了我们方法的适应性。