摘要
Tumor heterogeneity and drug resistance remain major obstacles to the implementation of personalized therapeutic strategies in lung cancer. Circulating tumor cell (CTC)-based liquid biopsy provides a powerful, minimally invasive tool for tracking dynamic changes in tumor heterogeneity and elucidating mechanisms of treatment response and drug resistance. Herein, we present a portable, field-deployable surface-enhanced Raman scattering (SERS) immunoprobe platform capable of multiplexed detection of CTC membrane biomarkers to monitor tumor heterogeneity throughout the course of therapy. Utilizing a cocktail of multicolor-encoded immunoprobes, the platform achieves single-cell phenotypic resolution via antigen-specific spectral fingerprinting, validated by flow cytometry. It demonstrates ultra-sensitive CTC quantification (limit of detection of 1.7 cells/mL) and precise molecular subtyping across four cell lines (HCC827, A549, BEAS-2B, and HeLa). Integrated with orthogonal partial least squares discriminant analysis (OPLS-DA), the platform accurately distinguishes clinically relevant cell types with 99% classification accuracy, successfully stratifying metastatic versus non-metastatic lung cancer ( n = 24) and capturing treatment-driven CTC evolution in longitudinal studies ( n = 7). Our results highlight a transformative strategy for real-time interception of drug resistance trajectories, positioning dynamic CTC phenotyping as a critical tool for adaptive therapy and prognostic assessment in precision oncology.
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