Real-Time Label-Free Monitoring of Nanoparticle–Cell Interactions in Single <i>Tetrahymena thermophila</i> by Mass Cytometry
Quantitative characterization of nanoparticle (NP)–cell interactions by aquatic organisms remains analytically challenging due to the rapid, heterogeneous, and dynamic nature of NP–cell processes. In this study, we presented a label-free, real-time analytical methodology that facilitated high-temporal-resolution analysis of NP–cell interactions in Tetrahymena thermophila by mass cytometry (CyTOF). By utilizing 88Sr as a cellular fingerprint marker of T. thermophila, we achieved subsecond detection resolution of NP–cell interaction signals under continuous monitoring conditions. The interaction kinetics of NPs, evaluated using I0/T1/2 were significantly dependent on temporal resolution, with values obtained at high temporal resolution being approximately 2-fold higher than those derived from low-resolution sampling. This strategy reduced information loss by 39% compared to long-interval sampling. Furthermore, a distinct subpopulation exhibiting high NPs-associated signals was identified, with its proportion increasing from 1.4 ± 0.3 to 9.3 ± 0.5% over 10 h, which provided a quantitative basis for targeted characterization of functionally distinct cellular states at the single-cell level. Overall, this method achieved continuous, high-resolution, and high-throughput quantification of NP–cell interaction dynamics, providing an analytical framework for investigating time-dependent NP behavior at the single-cell level.
Authors
- Yaquan Liu
- Haijiang Tian (ORCID: https://orcid.org/0000-0001-8686-2506)
- Xiaomin Yang (ORCID: https://orcid.org/0000-0002-5593-5108)
- R C Liu
- Ziniu Wang (ORCID: https://orcid.org/0000-0002-3182-3515)
- Guangxuan Wang
- JS Gao
- Liu Zhang (ORCID: https://orcid.org/0000-0003-3721-0071)
- Z.H. Liu (ORCID: https://orcid.org/0000-0002-9199-6493)
- Junjie Ma (ORCID: https://orcid.org/0000-0003-1263-5006)
- Li Zeng (ORCID: https://orcid.org/0000-0003-3481-5921)
- Jonathan Woon Chung Wong
- Guibin Jiang (ORCID: https://orcid.org/0000-0002-6335-3917)
- Gang Tang
- Yun Ding
- Qi Wu (ORCID: https://orcid.org/0009-0004-7303-0961)
- Guangbo Qu (ORCID: https://orcid.org/0000-0002-5220-7009)
Institutions
- Shandong University (CN)
- Xiamen University (CN)
- Chinese Academy of Sciences (CN)
- Dongguan University of Technology (CN)
- College of Medical Sciences (NP)
- Spectra-Physics (Austria) (AT)
- Research Center for Eco-Environmental Sciences (CN)
- University of Chinese Academy of Sciences (CN)
- State Key Laboratory of Environmental Chemistry and Ecotoxicology
- Universidad del Noreste (MX)
Publication Details
- Journal
- Analytical Chemistry
- Published
- 2026-05-28
- DOI
- https://doi.org/10.1021/acs.analchem.6c02489
- Primary Topic
- Nanoparticles: synthesis and applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- China Postdoctoral Science Foundation
- National Key Research and Development Program of China