Correlation between Cancerous Exosomes and Protein Markers Based on Surface-Enhanced Raman Spectroscopy (SERS) and Principal Component Analysis (PCA)

Hyunku Shin, Hyesun Jeong, Jaena Park, Sunghoi Hong, Yeonho Choi

    Research output: Contribution to journalArticlepeer-review

    166 Citations (Scopus)

    Abstract

    Exosomes, which are nanovesicles secreted by cells, are promising biomarkers for cancer diagnosis and prognosis, based on their specific surface protein compositions. Here, we demonstrate the correlation of nonsmall cell lung cancer (NSCLC) cell-derived exosomes and potential protein markers by unique Raman scattering profiles and principal component analysis (PCA) for cancer diagnosis. On the basis of surface enhanced Raman scattering (SERS) signals of exosomes from normal and NSCLC cells, we extracted Raman patterns of cancerous exosomes by PCA and clarified specific patterns as unique peaks through quantitative analysis with ratiometric mixtures of cancerous and normal exosomes. The unique peaks correlated well with cancerous exosome ratio (R 2 > 90%) as the unique Raman band of NSCLC exosome. To examine the origin of the unique peaks, we compared these unique peaks with characteristic Raman bands of several exosomal protein markers (CD9, CD81, EpCAM, and EGFR). EGFR had 1.97-fold similarity in Raman profiles than other markers, and it showed dominant expression against the cancerous exosomes in an immunoblotting result. We expect that these results will contribute to studies on exosomal surface protein markers for diagnosis of cancers.

    Original languageEnglish
    Pages (from-to)2637-2643
    Number of pages7
    JournalACS Sensors
    Volume3
    Issue number12
    DOIs
    Publication statusPublished - 2018 Dec 28

    Bibliographical note

    Funding Information:
    This research was supported by a grant from the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI) funded by the Ministry of Health and Welfare, Republic of Korea (Grant No. HR14C-0007-060018), and Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (Grant No. NRF-2017R1E1A1A01075147).

    Publisher Copyright:
    © 2018 American Chemical Society.

    Keywords

    • exosome
    • lung cancer
    • principal component analysis
    • protein
    • surface enhanced Raman spectroscopy

    ASJC Scopus subject areas

    • Bioengineering
    • Instrumentation
    • Process Chemistry and Technology
    • Fluid Flow and Transfer Processes

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