4.8 Article

SERS Multiplex Profiling of Melanoma Circulating Tumor Cells for Predicting the Response to Immune Checkpoint Blockade Therapy

Journal

ANALYTICAL CHEMISTRY
Volume 94, Issue 42, Pages 14573-14582

Publisher

AMER CHEMICAL SOC
DOI: 10.1021/acs.analchem.2c02398

Keywords

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Funding

  1. National Natural Science Foundation of China [12074069, 22204055]
  2. Australian Research Council [DP160102836, DP210103151]
  3. Australian Government Research Training Program Scholarship
  4. National Health and Medical Research Council [APP1173669]
  5. Mark Hughes Foundation Brain Cancer Innovation Project Grants
  6. HCRA Biomarkers and Targeted Therapies Flagship Program
  7. NHMRC Peter Doherty Biomedical Fellowship [APP1111216]
  8. Department of Health and Human Services acting through the Victorian Cancer Agency

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This study developed a surface-enhanced Raman scattering (SERS) assay to predict the response of melanoma patients to immune checkpoint blockade (ICB) therapy. By measuring both ensemble and single-cell CTCs, the assay revealed tumor heterogeneity and provided a comprehensive CTC phenotype for decision-making.
Immune checkpoint blockade (ICB) therapy has achieved remarkable success in many cancers including melanoma. However, ICB therapy benefits only a small proportion of patients and produces severe side effects for some patients. Thus, there is an urgent need to identify patients who are more likely to respond to ICB therapy to improve outcomes and minimize side effects. To predict ICB therapy responses, we design a surface-enhanced Raman scattering (SERS) assay for multiplex profiling of circulating tumor cells (CTCs) under basal and interferon-gamma (IFN-gamma) stimulation. Through simultaneous ensemble and single-cell measurements of CTCs, the SERS assay can reveal tumor heterogeneity and offer a comprehensive CTC phenotype for decision-making. Anisotropic gold-silver alloy nanoboxes are utilized as SERS plasmonic substrates for improved signal readouts of CTC surface biomarkers. By generating a unique CTC signature with four surface biomarkers, the developed assay enables the differentiation of CTCs from three different patient-derived melanoma cell lines. Significantly, in a cohort of 14 melanoma patients who received programmed cell death-1 blockade therapy, the changes of CTC signature induced by IFN-gamma stimulation to CTCs show the potential to predict responders. We expect that the SERS assay can help select patients for receiving ICB therapy in other cancers.

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