bioRxivImmunologyPreprint
Decoding the immune response in leptomeningeal disease through single-cell sequencing of cerebrospinal fluid
Paula NietoiD, Svenja KlinsingiD, Ginevra CaratùiD, Mareike Dettki, Doménica MarcheseiD, Katharina Johanna WeberiD, Samuel MorabitoiD, Patricia LordeniD, Irene RuanoiD, Katharina ImkelleriD, M. Angels Velasco, Sílvia VidaliD, Juan Luis MeleroiD, Philipp EuskircheniD, Marcus CzabankaiD, Karl Heinz Plate, Patrick N. HarteriD, Anna Pascual ReguantiD, Joachim Peter SteinbachiD, Holger HeyniD, Pia Susann ZeineriD, Juan Camilo NietoiD
Abstract
AbstractAssessing anti-tumor immune responses and immune microenvironments in central nervous system (CNS) neoplasms, such as brain tumors and leptomeningeal disease (LMD), provides prognostic insights and predictive biomarkers. Liquid biopsy of the cerebrospinal fluid (CSF) represents a promising minimally-invasive approach, but its ability to reflect immune responses against tumors remains unclear. Here, we used single-cell sequencing of CSF cells and spatial transcriptomics of CNS lesions to compare and contrast LMD patients with CNS lymphoma (CNSL), glioblastoma (GB) and brain metastases (BrM), to neuroinflammatory CNS disorders. We identified disease-specific CSF environments, reflecting parenchymal tumor microenvironment features. CNSL showed robust T cell responses, while BrM and GB were dominated by both blood-derived and tissue-resident myeloid cells. Longitudinal CSF sampling unveiled mechanisms of disease progression and therapy resistance, highlighting the potential of CSF liquid biopsies for uncovering disease biology, discovering cellular biomarkers and developing personalized therapies for CNS neoplasms.
- organism: human
- assay: scRNA-seq
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: differential expression
- research focus: cell-cell communication
- research focus: trajectory inference
- approach: experimental assay
- approach: statistical model
- Citations
- 0
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