Developing an imaging method with micrometer-to-subcellular
resolution
is of great significance for visualizing biological samples of different
sizes. The label-free and high-throughput mass spectrometry imaging
(MSI) technology has shown potential in the implementation of this
view. Despite many improvements in MSI witnessed over the past decades,
it remains a challenge to achieve a flexible resolution from micrometer
down to subcellular level with high detection sensitivity. In this
Perspective, we focus on the recent development of MSI techniques
based on different ionization resources. Furthermore, several designs
of instruments and applications in bioimaging have been reviewed and
compared. Additionally, we proposed the perspectives and challenges
for MSI methods, including pursuing the matrix free and multiscale
resolution with high detection sensitivity and deeply combining machine
learning in omics research.