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Updated: May 16, 2025

Metabolic Profile Analysis of Zebrafish Embryos
Published on: January 14, 2013
High-Throughput Single-Cell Mass Spectrometry Reveals Sex-Specific Metabolic Responses to 6:2 Chlorinated
Chunfei Zhong1,2, Haishen Zeng3,2, Jiewei Deng3,2
1Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, School of Ecology, Environment and Resources, Guangdong University of Technology, Guangzhou 510006, China.
Abstract:
Compound 6:2 chlorinated polyfluoroalkyl ether sulfonate (6:2 Cl-PFESA) is an emerging per- and polyfluoroalkyl substance (PFAS) with potential toxicity and health risks to biosystems and ecosystems. Here, we developed a metabolomics method based on single-cell mass spectrometry to investigate the hepatotoxicity and heterogeneous responses in zebrafish exposed to 6:2 Cl-PFESA. Zebrafish were exposed to an environmentally relevant concentration (200 ng/L) of 6:2 Cl-PFESA for 14 days. The livers were dissociated and prepared as cell suspensions and then introduced to high-throughput single-cell mass spectrometry for analysis of 6:2 Cl-PFESA and endogenous metabolites in individual primary liver cells. Significant sex-specific heterogeneity in 6:2 Cl-PFESA accumulation was observed (p < 0.05). Metabolomics analysis revealed perturbations in lipid metabolism, particularly affecting unsaturated fatty acids, ether lipids, and sphingolipids in zebrafish liver cells, indicating potential hepatotoxicity. Sex-dependent metabolic responses were evident: males showed notable changes in glucose and fatty acid metabolism, whereas females experienced pronounced disruptions in glycerophospholipid and amino acid pathways. ROC analysis identified sex-specific biomarkers, including FA(18:3) and FA(16:1) in males (AUC > 0.85), as well as proline and phosphatidylcholine in females (AUC > 0.90). These findings reflect metabolic dysregulation and highlight sex-specific responses. This study demonstrates the feasibility of single-cell metabolomics to elucidate the cellular mechanisms and metabolic responses of pollutant exposure, offering insights into precise and comprehensive toxicity assessments at the single-cell level.

