ArticleCancer & metabolism2013
Monitoring metabolic responses to chemotherapy in single cells and tumors using nanostructure-initiator mass spectrometry (NIMS) imaging.
Article in Cancer & metabolism, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
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The trial behind it
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 49 citations in OpenAlex.
- Molecular imaging of bacterial biofilms-a systematic review.Critical reviews in microbiology · 2024Pooled it
- Metabolomics of healthy hematopoietic stem cells and leukemic stem cells.Journal of clinical and translational research · 2025Article
- Recent Developments in Single-Cell Metabolomics by Mass Spectrometry─A Perspective.Journal of proteome research · 2025Review
- Chemo-Selective Single-Cell Metabolomics Reveals the Spatiotemporal Behavior of Exogenous Pollutants During Xenopus Laevis Embryogenesis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Surface-assisted laser desorption/ionization mass spectrometry imaging: A review.Mass spectrometry reviews · 2022Review
- Mass Spectrometry Imaging of Metabolites by Nanostructure Initiator Mass Spectrometry with Fluorinated Gold Nanoparticles.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Microfluidic Single-Cell Proteomics Assay Chip: Lung Cancer Cell Line Case Study.Micromachines · 2021Article
- Spatially Resolved Mass Spectrometry at the Single Cell: Recent Innovations in Proteomics and Metabolomics.Journal of the American Society for Mass Spectrometry · 2021Review
- Single cell metabolomics using mass spectrometry: Techniques and data analysis.Analytica chimica acta · 2021Review
- The Application of Single-Cell Technologies in Cardiovascular Research.Frontiers in cell and developmental biology · 2021Review
- Organic matrix-free imaging mass spectrometry.BMB reports · 2020Review
- Nanoparticle-based laser desorption/ionization mass spectrometric analysis of drugs and metabolites.Journal of food and drug analysis · 2018Review
- Applications of metabolomics to study cancer metabolism.Biochimica et biophysica acta. Reviews on cancer · 2018Review
- Mass spectrometry imaging: a novel technology in rheumatology.Nature reviews. Rheumatology · 2017Review
- Article
- Mass spectrometry imaging of therapeutics from animal models to three-dimensional cell cultures.Analytical chemistry · 2015Review
- Mass spectrometry-based characterization of endogenous peptides and metabolites in small volume samples.Biochimica et biophysica acta · 2015Review
- Ion mobility-derived collision cross section as an additional measure for lipid fingerprinting and identification.Analytical chemistry · 2015Article
- Nanostructure imaging mass spectrometry: the role of fluorocarbons in metabolite analysis and yoctomole level sensitivity.Methods in molecular biology (Clifton, N.J.) · 2015Review
- Single-cell Western blotting after whole-cell imaging to assess cancer chemotherapeutic response.Analytical chemistry · 2014Article
Corrections and comments
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundTissue imaging of treatment-induced metabolic changes is useful for optimizing cancer therapies, but commonly used methods require trade-offs between assay sensitivity and spatial resolution. Nanostructure-Initiator Mass Spectrometry imaging (NIMS) permits quantitative co-localization of drugs and treatment response biomarkers in cells and tissues with relatively high resolution. The present feasibility studies use NIMS to monitor phosphorylation of 3'-deoxy-3'-fluorothymidine (FLT) to FLT-MP in lymphoma cells and solid tumors as an indicator of drug exposure and pharmacodynamic responses.
methodsNIMS analytical sensitivity and spatial resolution were examined in cultured Burkitt's lymphoma cells treated briefly with Rapamycin or FLT. Sample aliquots were dispersed on NIMS surfaces for single cell imaging and metabolic profiling, or extracted in parallel for LC-MS/MS analysis. Docetaxel-induced changes in FLT metabolism were also monitored in tissues and tissue extracts from mice bearing drug-sensitive tumor xenografts. To correct for variations in FLT disposition, the ratio of FLT-MP to FLT was used as a measure of TK1 thymidine kinase activity in NIMS images. TK1 and tumor-specific luciferase were measured in adjacent tissue sections using immuno-fluorescence microscopy.
resultsNIMS and LC-MS/MS yielded consistent results. FLT, FLT-MP, and Rapamycin were readily detected at the single cell level using NIMS. Rapid changes in endogenous metabolism were detected in drug-treated cells, and rapid accumulation of FLT-MP was seen in most, but not all imaged cells. FLT-MP accumulation in xenograft tumors was shown to be sensitive to Docetaxel treatment, and TK1 immunoreactivity co-localized with tumor-specific antigens in xenograft tumors, supporting a role for xenograft-derived TK1 activity in tumor FLT metabolism.
conclusionsNIMS is suitable for monitoring drug exposure and metabolite biotransformation with essentially single cell resolution, and provides new spatial and functional dimensions to studies of cancer metabolism without the need for radiotracers or tissue extraction. These findings should prove useful for in vitro and pre-clinical studies of cancer metabolism, and aid the optimization of metabolism-based cancer therapies and diagnostics.
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.