Functional analysis of human circulating immune cells based on high-dimensional mass cytometry

Area of Science:

• Immunology
• Biotechnology
• Clinical Diagnostics

Background:

• Mass cytometry offers high-resolution, high-dimensional analysis of complex biological systems like the human immune system.
• Clinical applications of mass cytometry are hindered by batch effects arising from long-term sample collection, potentially masking true biological signals.
• Standardized and validated workflows are crucial for reliable clinical implementation of advanced analytical techniques.

Purpose of the Study:

• To present a validated and streamlined mass cytometry workflow optimized for clinical settings.
• To address and mitigate the issue of batch effects in the analysis of clinical immune samples.
• To enhance the reliability and applicability of mass cytometry in clinical research and diagnostics.

Main Methods:

• Development of a mass cytometry workflow incorporating fixed staining protocols suitable for clinical use.
• Implementation of optimized cellular barcode staining patterns to improve sample multiplexing and data quality.
• Validation of the workflow's efficacy in reducing batch effects and ensuring data consistency.

Main Results:

• The proposed workflow effectively reduces batch effects commonly encountered in long-term clinical sample collection.
• Fixed staining and optimized barcode patterns contribute to more robust and reproducible mass cytometry data.
• The workflow demonstrates improved reliability for analyzing complex immune system profiles in clinical settings.

Conclusions:

• The presented mass cytometry workflow provides a validated solution for overcoming batch effect challenges in clinical sample analysis.
• This streamlined approach extends the practical application range and leverages the full advantages of mass cytometry in clinical research.
• The workflow enhances the potential for accurate immune system profiling and biomarker discovery in clinical settings.