Advanced Science · 2025 · 16 citations · 42 references
MedicineCancer BiologyOncologyMetabolomicsMetastasisTumor HeterogeneityCancer BiomarkersCancer MetabolismCirculating Tumor CellsMetabolic HeterogeneityMetabolic ReprogrammingMetabolic Reprogramming In CancerCirculating Tumor BiomarkersCirculating Tumor Cell BiomarkersCirculating Tumor Cell CharacterizationCirculating Tumor Cell Metabolic ProfilingMetastatic MetabolismMicrofluidic Single-cell AnalysisSingle-cell Mass SpectrometryTumor Metastasis Biology
Circulating tumor cells (CTCs) are pivotal biomarkers in tumor metastasis, however, the underlying molecular mechanism of CTCs behavioral heterogeneity during metastasis remains unexplored. Here, an integrative workflow is developed to link behavior characteristics to metabolic profiling within individual CTCs, which simulates the metastatic process on a microfluidic system and combined with single-cell mass spectrometry (MS) detection. Spheroid-derived HCT116 cells are tracked and extracted via a temporary vascular system, revealing various arrest patterns under biomimetic vascular shear flow. Downstream MS analysis characterizes 17 cellular metabolites and associates metabolic profiles with de-adhesion behaviors of the same CTCs, identifying a potential high-metastatic subpopulation with enhanced arrest ability and evaluating critical metabolites involved in metastasis pathways. Additionally, the metastasis-inhibiting effect of anti-tumor drug 5-fluorouracil by reducing high-metastatic cells in spheroids is elucidated. This approach offers a valuable opportunity to dissect the interplay of the metastatic behavior and metabolic profiles of CTCs and foster insights into the molecular mechanisms underlying behavioral phenotypes in the tumor metastasis process.
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Integrated analysis of multimodal single-cell data
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Medicine, Cancer Biology, Oncology +14