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CyTOF® for the Masses
Akshay Iyer1,2, Anouk A J Hamers1,2,3, Asha B Pillai1,2,3,4
1Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL, United States.
Insights
Mass cytometry offers deep immunophenotyping for complex samples like tumor immunotherapy. This guide simplifies mass cytometry experiment design, acquisition, and analysis for researchers new to the technique.
Area of Science:
- Immunology
- Biotechnology
- Analytical Chemistry
Background:
- Mass cytometry revolutionizes immunophenotyping, enabling deep characterization of immune cells.
- It excels in analyzing limited samples, crucial for preclinical and clinical tumor immunotherapy research.
- By using metal isotopes instead of fluorophores, it overcomes spectral overlap issues inherent in optical flow cytometry.
Purpose of the Study:
- To provide a comprehensive resource guide for mass cytometry.
- To address challenges in experiment design, execution, and data analysis for novice users.
- To streamline mass cytometry workflows for researchers transitioning from flow cytometry.
Main Methods:
- The guide covers critical aspects including experiment and panel design.
- It details antibody conjugation, sample staining, and acquisition protocols.
- Data pre-processing and analysis strategies are thoroughly explained, with comparisons of available resources.
Main Results:
- The resource guide offers a structured approach to mass cytometry.
- It facilitates the development of data-driven project workflows.
- It aims to empower both novice and advanced users in leveraging mass cytometry.
Conclusions:
- This guide serves as a valuable resource for mass cytometry users.
- It simplifies complex protocols, enhancing experimental reproducibility.
- It supports broader adoption and effective utilization of mass cytometry in immunological research.
Abstract:
Mass cytometry has revolutionized immunophenotyping, particularly in exploratory settings where simultaneous breadth and depth of characterization of immune populations is needed with limited samples such as in preclinical and clinical tumor immunotherapy. Mass cytometry is also a powerful tool for single-cell immunological assays, especially for complex and simultaneous characterization of diverse intratumoral immune subsets or immunotherapeutic cell populations. Through the elimination of spectral overlap seen in optical flow cytometry by replacement of fluorescent labels with metal isotopes, mass cytometry allows, on average, robust analysis of 60 individual parameters simultaneously. This is, however, associated with significantly increased complexity in the design, execution, and interpretation of mass cytometry experiments. To address the key pitfalls associated with the fragmentation, complexity, and analysis of data in mass cytometry for immunologists who are novices to these techniques, we have developed a comprehensive resource guide. Included in this review are experiment and panel design, antibody conjugations, sample staining, sample acquisition, and data pre-processing and analysis. Where feasible multiple resources for the same process are compared, allowing researchers experienced in flow cytometry but with minimal mass cytometry expertise to develop a data-driven and streamlined project workflow. It is our hope that this manuscript will prove a useful resource for both beginning and advanced users of mass cytometry.
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