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Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging

[Image: see text] In quantitative mass spectrometry imaging (MSI), the gold standard adds a single structural homologue of the target compound at a known concentration to the sample. This internal standard enables to map the detected intensity of the target molecule against an external calibration c...

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Autores principales: Dewez, Frédéric, De Pauw, Edwin, Heeren, Ron M. A., Balluff, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7871324/
https://www.ncbi.nlm.nih.gov/pubmed/33373197
http://dx.doi.org/10.1021/acs.analchem.0c03186
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author Dewez, Frédéric
De Pauw, Edwin
Heeren, Ron M. A.
Balluff, Benjamin
author_facet Dewez, Frédéric
De Pauw, Edwin
Heeren, Ron M. A.
Balluff, Benjamin
author_sort Dewez, Frédéric
collection PubMed
description [Image: see text] In quantitative mass spectrometry imaging (MSI), the gold standard adds a single structural homologue of the target compound at a known concentration to the sample. This internal standard enables to map the detected intensity of the target molecule against an external calibration curve. This approach, however, ignores local noise levels and disproportional ion suppression effects, which might depend on the concentration of the target compound. To overcome these issues, we propose a novel approach that applies several isotopically labeled versions, each at a different concentration, to the sample. This allows creating individual internal calibration curves for every MSI pixel. As proof of principle, we have quantified an endogenous peptide of histone H4 by matrix-assisted laser desorption/ionization-Q-MSI (MALDI-Q-MSI), using a mixture of three isotopically labeled versions. The usage of a fourth label allowed us to compare the gold standard to our multilabel approach. We observed substantial heterogeneity in ion suppression across the tissue, which disclosed itself as varying slopes in the per-pixel regression analyses. These slopes were histology-dependent and differed from each other by up to a factor of 4. The results were validated by liquid chromatography–mass spectrometry (LC-MS), exhibiting a high agreement between LC-MS and MALDI-Q-MSI (Pearson correlation r = 0.87). A comparison between the multilabel and single-label approaches revealed a higher accuracy for the multilabel method when the local target compound concentration differed too much from the concentration of the single label. In conclusion, we show that the multilabel approach provides superior quantitation compared to a single-label approach, in case the target compound is inhomogeneously distributed at a wide concentration range in the tissue.
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spelling pubmed-78713242021-02-09 Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging Dewez, Frédéric De Pauw, Edwin Heeren, Ron M. A. Balluff, Benjamin Anal Chem [Image: see text] In quantitative mass spectrometry imaging (MSI), the gold standard adds a single structural homologue of the target compound at a known concentration to the sample. This internal standard enables to map the detected intensity of the target molecule against an external calibration curve. This approach, however, ignores local noise levels and disproportional ion suppression effects, which might depend on the concentration of the target compound. To overcome these issues, we propose a novel approach that applies several isotopically labeled versions, each at a different concentration, to the sample. This allows creating individual internal calibration curves for every MSI pixel. As proof of principle, we have quantified an endogenous peptide of histone H4 by matrix-assisted laser desorption/ionization-Q-MSI (MALDI-Q-MSI), using a mixture of three isotopically labeled versions. The usage of a fourth label allowed us to compare the gold standard to our multilabel approach. We observed substantial heterogeneity in ion suppression across the tissue, which disclosed itself as varying slopes in the per-pixel regression analyses. These slopes were histology-dependent and differed from each other by up to a factor of 4. The results were validated by liquid chromatography–mass spectrometry (LC-MS), exhibiting a high agreement between LC-MS and MALDI-Q-MSI (Pearson correlation r = 0.87). A comparison between the multilabel and single-label approaches revealed a higher accuracy for the multilabel method when the local target compound concentration differed too much from the concentration of the single label. In conclusion, we show that the multilabel approach provides superior quantitation compared to a single-label approach, in case the target compound is inhomogeneously distributed at a wide concentration range in the tissue. American Chemical Society 2020-12-29 2021-01-26 /pmc/articles/PMC7871324/ /pubmed/33373197 http://dx.doi.org/10.1021/acs.analchem.0c03186 Text en © 2020 American Chemical Society This is an open access article published under a Creative Commons Non-Commercial No Derivative Works (CC-BY-NC-ND) Attribution License (http://pubs.acs.org/page/policy/authorchoice_ccbyncnd_termsofuse.html) , which permits copying and redistribution of the article, and creation of adaptations, all for non-commercial purposes.
spellingShingle Dewez, Frédéric
De Pauw, Edwin
Heeren, Ron M. A.
Balluff, Benjamin
Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
title Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
title_full Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
title_fullStr Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
title_full_unstemmed Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
title_short Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
title_sort multilabel per-pixel quantitation in mass spectrometry imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7871324/
https://www.ncbi.nlm.nih.gov/pubmed/33373197
http://dx.doi.org/10.1021/acs.analchem.0c03186
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