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Updated: Jan 9, 2026

Flotation-Based T Cell Isolation, Activation, and Expansion from Human Peripheral Blood Mononuclear Cell Samples Using Microbubbles
Published on: December 23, 2022
Buoyant mass reveals distinct T cell states predictive of checkpoint response
Insights
Buoyant mass reveals hidden differences in T cells, distinguishing "light" cells prone to exhaustion from "heavy" cells ready for proliferation. This physical property predicts cancer immunotherapy response, offering a new measure of T cell fitness.
Area of Science:
- Immunology
- Cell Biology
- Biophysics
Background:
- T cells are crucial for immune defense, but current assays fail to fully assess their intrinsic potential.
- Heterogeneity within seemingly similar T cell populations remains largely undetected.
- Understanding T cell fitness is vital for predicting immune responses, especially in cancer.
Purpose of the Study:
- To investigate if a single physical property, buoyant mass, can reveal hidden heterogeneity in T cells.
- To determine the relationship between T cell buoyant mass and their functional potential (activation, proliferation, memory formation).
- To assess the utility of buoyant mass profiling for predicting therapeutic response in cancer patients.
Main Methods:
- Utilized suspended microchannel resonator measurements to determine the buoyant mass of individual resting CD8+ T cells.
- Correlated buoyant mass with cellular properties like mitochondrial content and biosynthetic state.
- Analyzed pre-treatment circulating T cells from melanoma patients undergoing immune checkpoint blockade.
Main Results:
- Identified two distinct T cell populations based on buoyant mass: 'light' (higher mitochondrial content, prone to exhaustion) and 'heavy' (biosynthetically poised for proliferation and memory).
- Buoyant mass profiling of pre-treatment T cells accurately predicted therapeutic response in melanoma patients.
- Prediction accuracy was comparable to established tumor-derived biomarkers.
Conclusions:
- Buoyant mass is a label-free, stimulation-independent physical property that uncovers hidden T cell heterogeneity.
- T cell buoyant mass serves as a reliable indicator of systemic T cell fitness and functional potential.
- Buoyant mass profiling offers a rapid and broadly applicable framework for immune profiling and predicting cancer immunotherapy outcomes.
Abstract:
T cells are central to immune defense, yet existing molecular and phenotypic assays do not fully capture a cell's intrinsic immune potential. Here we show that a single physical property, buoyant mass, reveals hidden heterogeneity within phenotypically similar, resting CD8 + T cells. Using suspended microchannel resonator measurements, we identify two distinct populations: "light" cells, enriched for mitochondrial content but prone to delayed activation and exhaustion, and "heavy" cells, biosynthetically poised for proliferation and memory formation. In patients with melanoma receiving immune checkpoint blockade, pre-treatment buoyant mass profiling of circulating T cells predicted therapeutic response with an accuracy comparable with standard tumor-derived biomarkers. Our findings establish buoyant mass as a label-free, stimulation-independent measure of systemic T cell fitness, providing a rapid and broadly applicable framework for immune profiling and response prediction in cancer and beyond.
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