Quantitative mass spectrometry imaging (qMSI): A tutorial.
Russell R KibbeDavid C MuddimanPublished in: Journal of mass spectrometry : JMS (2024)
Mass spectrometry imaging (MSI) is an analytical technique that enables the simultaneous detection of hundreds to thousands of chemical species while retaining their spatial information; usually, MSI is applied to biological tissues. Combining these elements can create ion images, which allows for the identification and localization of multiple chemical species within the sample. Being able to produce molecular images of biological tissues has already impacted the study of health and disease; however, the next logical step is being able to combine MSI with quantitative mass spectrometry methods to both quantify and determine the localization of disease progression or drug action. In this tutorial, we will detail the main factors to consider when designing a qMSI experiment and highlight the methods that have been developed to overcome these added complexities, specifically for those newer to the field of MSI.
Keyphrases
- high resolution
- mass spectrometry
- liquid chromatography
- gas chromatography
- deep learning
- high performance liquid chromatography
- capillary electrophoresis
- convolutional neural network
- gene expression
- public health
- tandem mass spectrometry
- optical coherence tomography
- health information
- mental health
- emergency department
- machine learning
- bioinformatics analysis
- single molecule
- health promotion
- loop mediated isothermal amplification