Abstract
We describe an informatics tool for comfortable browsing through highly complex, multi-gigabyte mass spectrometry histochemistry (MSHC) datasets, via clever ion-specific image extraction.
The package is developed particularly for the untargeted localization/discovery of biomolecules such as endogenous (neuro)secretory peptides on histological sections of biobanked formaldehyde-fixed paraffin-embedded (FFPE) samples straight from tissue banks.
Atmospheric pressure-MALDI-Orbitrap MSHC data of sections through human pituitary adenomas in which two well-known human neuropeptides are detected are used as an example to demonstrate the key features of the novel software, named HistoSnap.
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References
Baggerman G, Husson S, Wegener C, Verhaert P (2014) Peptidomics state-of-the-art. EUPA Open Proteomics 3:76–77. https://doi.org/10.1016/j.euprot.2014.02.011
Verhaert PDEM (2018) The bright future of peptidomics. Methods Mol Biol 1719:407–416
Shaw C, Verhaert PDEM (2007) Peptidomics and Biology: Two Scientific Disciplines Driving Each Other. In: “Peptidomics Methods and Applications” (Soloviev M, Andren P, Shaw C, Eds) pp 387–396. https://doi.org/10.1002/9780470196502.CH17
Verhaert PDEM, Pinkse MWH, Prieto-Conaway MC, Kellmann M (2007) A short history of insect (neuro)peptidomics—a personal story of the birth and youth of an excellent model for studying peptidome biology. In: “Peptidomics Methods and Applications” (Soloviev M, Andren P, Shaw C, Eds) pp 25–54. https://doi.org/10.1002/9780470196502.CH2
Verhaert P, Uttenweiler-Joseph S, de Vries M, Loboda A, Ens W, Standing KG (2001) Matrix-assisted laser desorption/ionization quadrupole time-of-flight mass spectrometry: an elegant tool for peptidomics. Proteomics 1:118–131
Verhaert PD, Conaway MCP, Pekar TM, Miller K (2007) Neuropeptide imaging on an LTQ with vMALDI source: the complete ‘all-in-one’ peptidome analysis. Int J Mass Spectrom 260:177–184
Fox CH, Johnson FB, Whiting J, Roller PP (1985) Formaldehyde fixation. J Histochem Cytochem 33:845–853
Gaffney EF, Riegman PH, Grizzle WE, Watson PH (2018) Factors that drive the increasing use of FFPE tissue in basic and translational cancer research. Biotech Histochem 93:373–386
Lemaire R, Desmons A, Tabet JC, Day R, Salzet M, Fournier I (2007) Direct analysis and MALDI imaging of formalin-fixed, paraffin-embedded tissue sections. J Proteome Res 6:1295–1305
Groseclose MR, Massion PP, Chaurand P, Caprioli RM (2008) High-throughput proteomic analysis of formalin-fixed paraffin-embedded tissue microarrays using MALDI imaging mass spectrometry. Proteomics 8:3715–3724
Paine MRL, Ellis SR, Maloney D, Heeren RMA, Verhaert PDEM (2018) Digestion-free analysis of peptides from 30-year-old formalin-fixed, paraffin-embedded tissue by mass spectrometry imaging. Anal Chem 90:9272–9280
Buchberger AR, DeLaney K, Johnson J, Li L (2018) Mass spectrometry imaging: a review of emerging advancements and future insights. Anal Chem 90:240–265
Castellino S, Groseclose MR, Wagner D (2011) MALDI imaging mass spectrometry: bridging biology and chemistry in drug development. Bioanalysis 3:2427–2441
Spraggins JM, Caprioli RM (2011) High-speed MALDI-TOF imaging mass spectrometry: rapid ion image acquisition and considerations for next generation instrumentation. J Am Soc Mass Spectrom 22:1022–1031
Ovchinnikova K, Kovalev V, Stuart L, Alexandrov T (2020) OffsampleAI: artificial intelligence approach to recognize off-sample mass spectrometry images. BMC Bioinform 21
Titford M (2005) The long history of hematoxylin. Biotech Histochem 80:73–78
Bhattacharya N, Nagornov K, Verheggen K, Tsybin Y, Verhaert M, Sciot R (2022) MS1-based data analysis approaches for FFPE tissue imaging of endogenous peptide ions by mass spectrometry histochemistry. This volume
Cintron-Diaz YL, Gomez-Hernandez ME, Verhaert MMHA, Verhaert PDEM, Fernandez-Lima F (2022) Spatially resolved neuropeptide characterization from neuropathological formalin-fixed, paraffin-embedded tissue sections by a combination of imaging MALDI FT-ICR mass spectrometry histochemistry and liquid extraction surface analysis-trapped ion mobility spectrometry-tandem mass spectrometry. J Am Soc Mass Spectrom 33:681–687
Acknowledgments
The authors gratefully acknowledge support to ProteoFormiX by Flanders Innovation and Entrepreneurship [VLAIO research project HBC.2019.2796], as well as from imec.istart and BlueHealth Innovation Center. We thank Werner Vandevelde for designing the HistoSnap icon.
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Verheggen, K., Bhattacharya, N., Verhaert, M., Goossens, B., Sciot, R., Verhaert, P. (2023). HistoSnap: A Novel Software Tool to Extract m/z-Specific Images from Large MSHC Datasets. In: Cole, L.M., Clench, M.R. (eds) Imaging Mass Spectrometry. Methods in Molecular Biology, vol 2688. Humana, New York, NY. https://doi.org/10.1007/978-1-0716-3319-9_2
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DOI: https://doi.org/10.1007/978-1-0716-3319-9_2
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