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由量子级联激光中红外成像显微镜引导的深度基质辅助激光解吸/电离质谱空间组学

Deep MALDI-MS spatial omics guided by quantum cascade laser mid-infrared imaging microscopy.

作者信息

Gruber Lars, Schmidt Stefan, Enzlein Thomas, Vo Huong Giang, Bausbacher Tobias, Cairns James Lucas, Ucal Yasemin, Keller Florian, Kerndl Martina, Sammour Denis Abu, Sharif Omar, Schabbauer Gernot, Rudolf Rüdiger, Eckhardt Matthias, Iakab Stefania Alexandra, Bindila Laura, Hopf Carsten

机构信息

Center for Mass Spectrometry and Optical Spectroscopy (CeMOS), Technische Hochschule Mannheim, Mannheim, Germany.

Medical Faculty, Heidelberg University, Heidelberg, Germany.

出版信息

Nat Commun. 2025 May 22;16(1):4759. doi: 10.1038/s41467-025-59839-3.

Abstract

In spatial'omics, highly confident molecular identifications are indispensable for the investigation of complex biology and for spatial biomarker discovery. However, current mass spectrometry imaging (MSI)-based spatial 'omics must compromise between data acquisition speed and biochemical profiling depth. Here, we introduce fast, label-free quantum cascade laser mid-infrared imaging microscopy (QCL-MIR imaging) to guide MSI to high-interest tissue regions as small as kidney glomeruli, cultured multicellular spheroid cores or single motor neurons. Focusing on smaller tissue areas enables extensive spatial lipid identifications by on-tissue tandem-MS employing imaging parallel reaction monitoring-Parallel Accumulation-Serial Fragmentation (iprm-PASEF). QCL-MIR imaging-guided MSI allowed for unequivocal on-tissue elucidation of 157 sulfatides selectively accumulating in kidneys of arylsulfatase A-deficient mice used as ground truth concept and provided chemical rationales for improvements to ion mobility prediction algorithms. Using this workflow, we characterized sclerotic spinal cord lesions in mice with experimental autoimmune encephalomyelitis (EAE), a model of multiple sclerosis, and identified upregulation of inflammation-related ceramide-1-phosphate and ceramide phosphatidylethanolamine as markers of white matter lipid remodeling. Taken together, widely applicable and fast QCL-MIR imaging-based guidance of MSI ensures that more time is available for exploration and validation of new biology by default on-tissue tandem-MS analysis.

摘要

在空间组学中,高度可靠的分子鉴定对于复杂生物学研究和空间生物标志物发现不可或缺。然而,当前基于质谱成像(MSI)的空间组学必须在数据采集速度和生化分析深度之间做出妥协。在此,我们引入快速、无标记的量子级联激光中红外成像显微镜(QCL-MIR成像),以引导MSI至小至肾小球、培养的多细胞球体核心或单个运动神经元等高关注组织区域。聚焦于较小的组织区域能够通过采用成像平行反应监测-平行积累-串联碎裂(iprm-PASEF)的组织上串联质谱进行广泛的空间脂质鉴定。QCL-MIR成像引导的MSI能够明确鉴定出157种硫苷脂在芳基硫酸酯酶A缺陷小鼠肾脏中选择性积累,以此作为基本事实概念,并为改进离子迁移预测算法提供化学依据。使用此工作流程,我们对实验性自身免疫性脑脊髓炎(EAE,一种多发性硬化症模型)小鼠的硬化脊髓病变进行了表征,并确定炎症相关的1-磷酸神经酰胺和神经酰胺磷脂酰乙醇胺的上调是白质脂质重塑的标志物。综上所述,基于QCL-MIR成像的广泛适用且快速的MSI引导确保了默认情况下有更多时间可用于通过组织上串联质谱分析探索和验证新生物学。

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