Single-Cell Insights into Size-Dependent Heterogeneous Bioconcentration and Distribution of Metal Species Ranging from Ions to Nanoclusters and Nanoparticles in Chlorella vulgaris
Abstract Particle size is a key factor influencing metal uptake by aquatic unicellular primary producers. To investigate size-dependent bioconcentration ranging from ions to nanoclusters (NCs) and nanoparticles (NPs), we used cytometry by time-of-flight (CyTOF) to quantitatively examine single-cell uptake, retention, and bioconcentration in Chlorella vulgaris exposed to Au3+ ions, three glutathione (GSH)-protected AuNC preparations (Au10–12SG10–12, Au15SG13, and Au25SG18), and four GSH-coated AuNPs (5, 15, 25, 50 nm). Au3+ and AuNCs showed rapid cell-associated accumulation but followed exponential-decay and two-phase clearance kinetics, indicating efficient cellular elimination and a tendency to be released back into the medium. In contrast, AuNPs followed saturation-type bioconcentration kinetics, with larger particles showing more persistent cell association. Single-cell analysis revealed strong size-dependent heterogeneity: under equal-mass exposure, the fraction of Au-positive cells decreased exponentially with increasing atom number, whereas the Au burden per Au-positive cell increased approximately linearly. Larger particles exhibited higher volume concentration factors (VCFs) with a small subset of “high-VCF” cells. These results highlight that both particle size and cellular heterogeneity jointly govern algal bioconcentration patterns and should be accounted for in environmental risk assessment of metal-based nanomaterials.
Authors
- Runzeng Liu (ORCID: https://orcid.org/0000-0002-0219-8052)
- Guangbo Qu (ORCID: https://orcid.org/0000-0002-5220-7009)
- Xingchen Zhao (ORCID: https://orcid.org/0000-0001-6441-9394)
- Dou Wang (ORCID: https://orcid.org/0000-0001-9098-0855)
- JS Gao (ORCID: https://orcid.org/0009-0007-5894-5022)
- Jianbo Shi (ORCID: https://orcid.org/0000-0003-2637-1929)
- Liu Zhang (ORCID: https://orcid.org/0000-0003-3721-0071)
- Guibin Jiang (ORCID: https://orcid.org/0000-0002-6335-3917)
- Guping Tang (ORCID: https://orcid.org/0000-0003-3256-740X)
- Yun Ding
- Qi Wu (ORCID: https://orcid.org/0009-0004-7303-0961)
- Junjie Ma
Institutions
- Northeastern University (US)
- Shandong University (CN)
- Chinese Academy of Sciences (CN)
- ZheJiang Academy of Agricultural Sciences (CN)
- Research Center for Eco-Environmental Sciences (CN)
- University of Chinese Academy of Sciences (CN)
Publication Details
- Journal
- Environmental Science & Technology
- Published
- 2026-10-22
- DOI
- https://doi.org/10.1021/acs.est.5c16797
- Primary Topic
- Environmental Toxicology and Ecotoxicology
- Type
- article
- Field-Weighted Citation Impact
- 0.00