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Fig 1.

Schematic of the experimental flow in this study.

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Fig 2.

Overview of the vesicle samples and the SERS substrate.

(a) TEM image of the sEVs; (b) Western blot of HEK293 derived vesicles; (c) Western blot of HEK293+HRAS derived vesicles; (d) SEM image of the SERS substrate; (e) SEM image of the SERS substrate after sample introduction.

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Fig 3.

Comparison between the SERS data and MS data.

(a) peak location comparison between the averaged spectrum from the spectra measured from 68 vesicles (HEK293+HRAS F8) and the simulated spectrum; (b) peak location comparison between the fitted spectrum and averaged measured spectrum; (c) peak location comparison between the fitted spectrum and the simulated spectrum; (d) comparison of the coefficients assigned for the 20 amino acids between the fitted and simulated spectra.

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Fig 4.

LDA analysis results of SERS signatures obtained from sEVs of different size groups.

(a) LDA of the spectral signatures obtained from vesicles of HEK293 fractions 7, 8, 9 respectively; (b) LDA of the spectral signatures obtained from vesicles of HEK293+HRAS fractions 7, 8, 9 respectively; (c) Polling the SERS signature from the vesicles of the three size fractions from the HEK293 and HEK293+HRAS respectively; (d) The SERS signature overlapping rate of each fraction from the HRAS group.

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