Neuroimaging is the new “spatial omic”: multi-omic approaches to neuro-inflammation and immuno-thrombosis in acute ischemic stroke

Springer Science and Business Media LLC - Tập 45 - Trang 125-143 - 2023
Benjamin Maïer1,2,3,4, Amy S. Tsai5, Jakob F. Einhaus5, Jean-Philippe Desilles1,3,4, Benoît Ho-Tin-Noé3, Benjamin Gory6, Marina Sirota7,8, Richard Leigh9, Robin Lemmens10,11,12, Gregory Albers13, Jean-Marc Olivot14, Mikael Mazighi1,3,4,15, Brice Gaudillière5
1Interventional Neuroradiology Department, Hôpital Fondation A. de Rothschild, Paris, France
2Neurology Department, Hôpital Saint-Joseph, Paris, France
3Université Paris-Cité and Université Sorbonne Paris Nord, INSERM, LVTS, Paris, France
4FHU NeuroVasc, Paris, France
5Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford School of Medicine, Stanford, USA
6CHRU-Nancy, Department of Diagnostic and Therapeutic Neuroradiology, Université de Lorraine, Nancy, France
7Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, USA
8Department of Pediatrics, University of California, San Francisco, San Francisco USA
9Department of Neurology, Johns Hopkins University, Baltimore, USA
10Department of Neurology, University Hospitals Leuven, Leuven, Belgium
11Department of Neurosciences Division of Experimental Neurology, KU Leuven-University of Leuven, Leuven, Belgium
12VIB, Centre for Brain and Disease Research, Laboratory of Neurobiology, Leuven, Belgium
13Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, USA
14Vascular Neurology Department, University Hospital of Toulouse, Toulouse, France
15Neurology Department, Lariboisière Hospital, Université Paris-Cité, Paris, France

Tóm tắt

Ischemic stroke (IS) is the leading cause of acquired disability and the second leading cause of dementia and mortality. Current treatments for IS are primarily focused on revascularization of the occluded artery. However, only 10% of patients are eligible for revascularization and 50% of revascularized patients remain disabled at 3 months. Accumulating evidence highlight the prognostic significance of the neuro- and thrombo-inflammatory response after IS. However, several randomized trials of promising immunosuppressive or immunomodulatory drugs failed to show positive results. Insufficient understanding of inter-patient variability in the cellular, functional, and spatial organization of the inflammatory response to IS likely contributed to the failure to translate preclinical findings into successful clinical trials. The inflammatory response to IS involves complex interactions between neuronal, glial, and immune cell subsets across multiple immunological compartments, including the blood-brain barrier, the meningeal lymphatic vessels, the choroid plexus, and the skull bone marrow. Here, we review the neuro- and thrombo-inflammatory responses to IS. We discuss how clinical imaging and single-cell omic technologies have refined our understanding of the spatial organization of pathobiological processes driving clinical outcomes in patients with an IS. We also introduce recent developments in machine learning statistical methods for the integration of multi-omic data (biological and radiological) to identify patient-specific inflammatory states predictive of IS clinical outcomes.

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