Disadvantages of Imaging Mass Cytometry
When imaging tissues, there is no one size-fits-all solution and the same holds true for Imaging Mass Cytometry. There are several disadvantages with the approach that researchers need to be aware of when considering adopting the technique:
- Imaging Resolution and Field of View: When using this approach, we are generating 1,000,000 different mass spec samples and then using these mass spec samples to generate imaging data. Therefore, the time required for mass spec analysis limits the number of pixels that we can sample in a reasonable time wherein we can sample 1,000,000 pixels in approximately 2 hours. This means that it takes 2 hours to sample a 1 mm2 area from a slide and thus we can only sample 0.2% of the area of a cover slip every two hours. Additionally, this pixel size and field of view is only equivalent to roughly 10X magnification imaging which means that we are slightly limited in the cellular features we can observe.
- Data Generation and Time: The time required to sample a 1 mm2 area of tissue means that we can only sample 12 slides or samples per day. This is comparable to 4 channel fluorescent slide scanning but in that case we are able to scan whole slides and to image at 40X. Therefore, fluorescent slide scanning generates 1,000 times more data in the same period of time of time.
- Cost: Imaging mass cytometry requires the use of metal-conjugated antibodies which can be substantially more expensive than fluorescent conjugated antibodies which greatly increases the consumable cost of imaging. Additionally, imaging mass cytometry requires the use of argon as well as helium gas for mass spec analysis which are expensive consumables.
Use Case for Imaging Mass Cytometry
If you can answer a research question with five markers or even ten markers, then imaging mass cytometry is likely not the imaging approach for your research question as these questions can be easily addressed with fluorescent slide scanning or serial fluorescent slide scanning. This is unless background noise is a substantial problem such as in archived FFPE or over-fixed tissues where it can be challenging to label and image with fluorescent markers due to background noise. Therefore, the key use case for imaging mass cytometry is for research questions that involve more than ten markers but where high resolution and large spatial areas are not required. This technology is particularly applicable in the fields of immuno-oncology and immunology where researchers are interested in study the complex interplay between many different types of immune cells (e.g. T-Cells, B-Cells, natural killer cells, macrophages) and immune cell subtypes.