Quantitative single cell analysis of gold nanoparticle association across a mouse triple-negative breast cancer cell line and blood immune cell populations

In biomedical research, understanding the heterogeneity in nanoparticle association among different cell populations is crucial for translating to efficacy and immune identification. Using time-of-flight mass cytometry (CyTOF), we quantitatively assessed the association and distribution of gold nanoparticles (AuNPs) in murine breast cancer 4T1 cells and various immune cell populations in whole blood. Our findings reveal significant variability in gold nanoparticle accumulation across different cell types. In vitro, 4T1 cells co-cultured with 0.1 nM AuNPs had a median gold mass of 0.214 pg per cell which increased proportionally and significantly (P < 0.0001) to 2.418 pg per cell when exposed to 1 nM AuNPs. Regarding immune cell populations in mouse blood directly exposed to 0.1 nM AuNPs, heterogeneity in nanoparticle association varied across immune cell populations. We observed diverse levels of gold association (median, range pg/cell) in NK cells (0.0132, 0.0014-0.0265), dendritic cells (0.0131, 0.0004-0.0272), monocytes (0.0121, 0.0006-0.0272), granulocytes (0.0126, 0.0004-0.0272), B cells (0.0099, 0.0003-0.0274), CD4 T cells (0.0072, 0.0004-0.0226), and CD8 T cells (0.0062, 0.0006-0.1113). However, the single cell analysis revealed a monocyte subpopulation had the greatest association with AuNPs with almost 2 orders of magnitude greater association than NK cell median. These findings highlight the heterogeneous association of AuNPs with immune cell subsets in blood. This observation suggests that monocytes and dendritic cells display a higher propensity for interacting with and internalizing the nanoparticles, potentially due to specific receptor-mediated interactions and internalization mechanisms.

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Journal
Analytical and Bioanalytical Chemistry
Published
2026-09-28
DOI
https://doi.org/10.1007/s00216-026-06842-2
Primary Topic
Nanoparticles: synthesis and applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Quantitative single cell analysis of gold nanoparticle association across a mouse triple-negative breast cancer cell line and blood immune cell populations

Quy Van-Chanh Le, Ivan Kempson, Anh Thai Quynh Nguyen, Sonia Sebastian et al.
Analytical and Bioanalytical Chemistry
Nanoparticles: synthesis and applications
article

Quantitative single cell analysis of gold nanoparticle association across a mouse triple-negative breast cancer cell line and blood immune cell populations

Quy Van-Chanh Le, Ivan Kempson, Anh Thai Quynh Nguyen, Sonia Sebastian, Randall Grose, Hien Le, Tyron Turnbull
article en

Abstract

In biomedical research, understanding the heterogeneity in nanoparticle association among different cell populations is crucial for translating to efficacy and immune identification. Using time-of-flight mass cytometry (CyTOF), we quantitatively assessed the association and distribution of gold nanoparticles (AuNPs) in murine breast cancer 4T1 cells and various immune cell populations in whole blood. Our findings reveal significant variability in gold nanoparticle accumulation across different cell types. In vitro, 4T1 cells co-cultured with 0.1 nM AuNPs had a median gold mass of 0.214 pg per cell which increased proportionally and significantly (P < 0.0001) to 2.418 pg per cell when exposed to 1 nM AuNPs. Regarding immune cell populations in mouse blood directly exposed to 0.1 nM AuNPs, heterogeneity in nanoparticle association varied across immune cell populations. We observed diverse levels of gold association (median, range pg/cell) in NK cells (0.0132, 0.0014-0.0265), dendritic cells (0.0131, 0.0004-0.0272), monocytes (0.0121, 0.0006-0.0272), granulocytes (0.0126, 0.0004-0.0272), B cells (0.0099, 0.0003-0.0274), CD4 T cells (0.0072, 0.0004-0.0226), and CD8 T cells (0.0062, 0.0006-0.1113). However, the single cell analysis revealed a monocyte subpopulation had the greatest association with AuNPs with almost 2 orders of magnitude greater association than NK cell median. These findings highlight the heterogeneous association of AuNPs with immune cell subsets in blood. This observation suggests that monocytes and dendritic cells display a higher propensity for interacting with and internalizing the nanoparticles, potentially due to specific receptor-mediated interactions and internalization mechanisms.

Analytical and Bioanalytical Chemistry
Royal Adelaide Hospital (AU), University of South Australia (AU), South Australian Health and Medical Research Institute (AU), Adelaide University (AU), The University of Adelaide (AU)
South Australian Health and Medical Research Institute, Australian Government, Australian Cancer Research Foundation, University of Melbourne, University of South Australia, Tour de Cure, Australian Research Council
Openalex Percentile: Top 26%
Nanoparticles: synthesis and applications
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