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.

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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
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article

Single-Cell Insights into Size-Dependent Heterogeneous Bioconcentration and Distribution of Metal Species Ranging from Ions to Nanoclusters and Nanoparticles in Chlorella vulgaris

Runzeng Liu, Guangbo Qu, Xingchen Zhao, Dou Wang et al.
Environmental Science & Technology
Environmental Toxicology and Ecotoxicology
article

Single-Cell Insights into Size-Dependent Heterogeneous Bioconcentration and Distribution of Metal Species Ranging from Ions to Nanoclusters and Nanoparticles in Chlorella vulgaris

Runzeng Liu, Guangbo Qu, Xingchen Zhao, Dou Wang, JS Gao, Jianbo Shi, Liu Zhang, Guibin Jiang, Guping Tang, Yun Ding, Qi Wu, Junjie Ma
article en

Abstract

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.

Environmental Science & Technology
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)
Clean water and sanitation
Openalex Percentile: Top 18%
Environmental Toxicology and Ecotoxicology
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