单细胞水平小分子质谱成像分析技术研究进展

Advances in Single-Cell Mass Spectrometry Imaging for Small Molecule Analysis

  • 摘要: 质谱成像(MSI)技术通过结合质谱分析与空间分辨能力,实现了生物组织中分子分布的无标记可视化。本文系统综述了MSI技术,如基质辅助激光解吸电离质谱成像(MALDI-MSI)、二次离子质谱成像(SIMS-MSI)及解吸电喷雾电离质谱成像(DESI-MSI)的基本原理和技术进展,并阐述了单细胞分析中样品制备及单细胞分辨率下的空间代谢组学研究进展。近年来,MALDI-MSI通过透射模式基质辅助激光解吸/电离源与激光后电离技术实现了亚细胞分辨率与更广的分子覆盖范围;SIMS-MSI结合气体团簇离子束显著提升了低丰度代谢物的检测能力,且分辨率可达25 nm;DESI-MSI在微流控探针与敲击模式扫描的辅助下,空间分辨率可达6 μm,可在常温常压条件下适用于活细胞分析与快速组织诊断。尽管MSI在灵敏度与分辨率间存在权衡挑战、低丰度化合物检测困难,但其无需标记与多重检测的优势使其成为生命科学领域的重要工具。未来的技术优化将聚焦于提升检测通量、提高灵敏度及开发标准化数据分析方法。

     

    Abstract: Mass spectrometry imaging (MSI) has emerged as a powerful technique for label-free molecular mapping in biological tissues, enabling spatial analysis of small molecules at the single-cell level. MSI combines spatially resolved tissue sampling with high sensitivity, facilitating the visualization of molecular distributions. This review summarized advancements in the main MSI techniques: matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI), secondary ion mass spectrometry imaging (SIMS-MSI), and desorption electrospray ionization mass spectrometry imaging (DESI-MSI), which have evolved to offer improved resolution and sensitivity for small molecule analysis in complex biological environments. MALDI-MSI, widely used for its capability to analyze complex biomolecules, has recently advanced with the development of t-MALDI-2 ion sources and laser post-ionization techniques. These innovations have enabled subcellular resolution (down to 1 μm) and deeper molecular coverage in single-cell studies, enhancing ion yield and detection sensitivity for complex molecules. SIMS-MSI, recognized for its high spatial resolution (down to 25 nm), has been improved through gas cluster ion beam (GCIB) technique, which increases ion yield and facilitates detailed analysis of low-abundance metabolites. SIMS-MSI is particularly suited for applications requiring ultra-high precision, such as mapping cellular organelles and metabolic profiling. DESI-MSI operates under ambient conditions and has recently achieved improved spatial resolution (down to 6 μm), making it applicable for live-cell analysis and rapid tissue diagnostics. The integration of microfluidic probes and tapping-mode scanning has enhanced the spatial resolution and ion detection efficiency of DESI-MSI, expanding its capabilities in clinical and real-time molecular studies. Despite of these advancements, challenges still remain, including the trade-off between spatial resolution and sensitivity, particularly for low-abundance compounds. Sample preparation methods, such as those involving vacuum or cryogenic conditions, may introduce artifacts and affect physiological relevance. Future developments of ambient-compatible environments and AI-driven data analysis workflows are critical to overcome these limitations. In conclusion, MSI, especially at the single-cell level, is transforming spatial metabolomics and holds great promise in cancer research, neuroscience, and drug development. Continued innovations in both hardware and analytical techniques will drive breakthroughs in understanding cellular heterogeneity and advancing precision medicine.

     

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