Analytica Chimica ActaBioinformaticsPeer-reviewed journal article
High Spatial Resolution Ambient Ionization Mass Spectrometry Imaging Using Microscopy Image Fusion Determines Tumor Margins
Li‐En LiniD, Chih‐Lin CheniD, Ying-Chen Huang, Hsin‐Hsiang ChungiD, Chiao-Wei Lin, Ko‐Chien CheniD, Yu‐Ju PengiD, Shih‐Torng DingiD, Mingyang WangiD, Tang‐Long SheniD, Cheng‐Chih HsuiD
Abstract
Mass spectrometry imaging (MSI) using ambient ionization technique enables a direct chemical investigation of biological samples with minimal sample pretreatment. However, detailed morphological information of the sample is often lost due to its limited spatial resolution. In this study, predictive high-resolution molecular imaging was produced by the fusion of ambient ionization MSI with optical microscopy of routine hematoxylin and eosin (H&E) staining produces. Specifically, desorption electrospray ionization (DESI) and nanospray desorption electrospray ionization (nanoDESI) mass spectrometry are employed to visualize lipid and protein species on mice tissue sections. The resulting molecular distributions obtained by ambient ionization MSI-microscopy fusion are verified with matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) MSI and immunohistochemistry (IHC) staining. Label-free molecular imaging with 5-m spatial resolution can be acquired using DESI and nanoDESI, whereas the typical spatial resolution of ambient ionization MSI is ~100 m. In this regard, sharpened molecular histology of tissue sections is achieved, providing complementary references to the pathology. Such a multimodality integration enables the discovery of potential tumor biomarkers. After image fusion, more than a dozen of potential biomarkers that could be used to determine the tumor margins on a metastatic mouse lung tissue section and Luminal B breast tumor tissue section are identified.
- Citations
- 46
- FWCI
- 2.30
- Field percentile
- top 11%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Single-Cell Resolution DESI Mass Spectrometry Imaging through 10-Fold Sample Expansion
Chengyi Xie, Jianing Wang, … Zongwei Cai·bioRxiv·Oct 21, 2024
- Iterative Spatial Resolution Enhancement in Imaging Mass Spectrometry via Hydrogel Tissue Expansion and Multimodal Image Fusion
Elijah D Mayo, Jacob M Samuel, … Boone M. Prentice·bioRxiv·Jun 8, 2026
- Towards More Reliable Unsupervised Tissue Segmentation Via Integrating Mass Spectrometry Imaging and Hematoxylin-Erosin Stained Histopathological Image
Ang Guo, Zhiyu Chen, … Qian Luo·bioRxiv·Jul 17, 2020
- Colocalization features for classification of tumors using desorption electrospray ionization mass spectrometry imaging
Paolo Inglese, Gonçalo dos Santos Correia, … Zoltán Takáts·Analytical ChemistryPeer-reviewed·Apr 23, 2019
- Correlative Imaging for Comprehensive Molecular Mapping of Individual Cell Types in Biological Tissues
Manxi Yang, Mushfeqa Iqfath, … Julia Laskin·bioRxiv·Sep 4, 2024
- Predicting High-Resolution Spatial and Spectral Features in Mass Spectrometry Imaging with Machine Learning and Multimodal Data Fusion
Md Inzamam Ul Haque, Ramakrishnan Kannan, … Debangshu Mukherjee·Advanced Intelligent DiscoveryPeer-reviewed·Jun 18, 2025