bioRxivPharmacology & Toxicology
Quantitative Mass Spectrometry Imaging Reveals Mutation Status-independent Lack of Imatinib Penetration into Liver Metastases of Gastrointestinal Stromal Tumors
D. Abu Sammour, C. Marsching, A. Geisel, K. Erich, S. Schulz, C. Ramallo Guevara, J.-H. Rabe, A. Marx, P. Findeisen, P. Hohenberger, C. Hopf
Abstract
Mass spectrometry imaging (MSI) is an enabling technology for label-free drug disposition studies at high spatial resolution in life science- and pharmaceutical research. We present the first extensive clinical matrix-assisted laser desorption/ionization (MALDI) quantitative mass spectrometry imaging (qMSI) study of drug uptake and distribution in clinical specimen, analyzing 56 specimens of tumor and corresponding non-tumor tissues from 28 imatinib-treated patients with biopsy-proven gastrointestinal stromal tumors (GIST). For validation, we compared MALDI-TOF-qMSI with conventional UPLC-ESI-QTOF-MS-based quantification from tissue extracts and with ultra-high resolution MALDI-FTICR-qMSI. We introduced a novel generalized nonlinear calibration model of drug quantities based on focused computational evaluation of drug-containing areas that enabled better data fitting and assessment of the inherent method nonlinearities. Imatinib tissue spatial maps revealed striking inefficiency in drug penetration into GIST liver metastases even though the corresponding healthy liver tissues in the vicinity showed abundant imatinib levels beyond the limit of quantification (LOQ), thus providing evidence for secondary drug resistance independent of mutation status. Taken together, these findings underline the important application of MALDI-qMSI for studying the spatial distribution of molecularly targeted therapeutics in oncology.
- organism: human
- assay: imaging
- research focus: drug response / drug discovery
- approach: experimental assay
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
- Omics Scale Quantitative Mass Spectrometry Imaging of Lipids in Brain Tissue using a Multi-Class Internal Standard Mixture
M. Vandenbosch, S. M. Mutuku, … S. R. Ellis·bioRxiv·Jun 21, 2023
- High Spatial Resolution Ambient Ionization Mass Spectrometry Imaging Using Microscopy Image Fusion Determines Tumor Margins
Li‐En Lin, Chih‐Lin Chen, … Cheng‐Chih Hsu·Analytica Chimica ActaPeer-reviewed·Nov 13, 2019
- Systematic elucidation and pharmacologic targeting of non-oncogene dependencies in imatinib-resistant gastrointestinal stromal tumor
Prabhjot Singh Mundi, Adina Grunn, … Andrea Califano·bioRxiv·Oct 12, 2025
- Spatial Probabilistic Mapping of Metabolite Ensembles in Mass Spectrometry Imaging
Denis Abu Sammour, James Lucas Cairns, … Carsten Hopf·bioRxiv·Oct 27, 2021
- Gel-assisted mass spectrometry imaging
Y. H. Chan, K. C. Pathmasiri, … R. Gao·bioRxiv·Jun 2, 2023
- Ambient mass spectrometry imaging enables spatial metabolomics of optimal cutting temperature compound (OCT)-embedded tumors
Joseph Monaghan, Nicholas Woytowich, … Kyle D. Duncan·bioRxiv·Nov 5, 2025