Raman spectroscopy of blood and urine liquid biopsies for ovarian cancer diagnosis: identification of chemotherapy effects
Blood plasma and serum Raman spectroscopy for ovarian cancer diagnosis has been applied in pilot studies, with promising results. Herein, a comparative analysis of these biofluids, with a novel assessment of urine, was conducted by Raman spectroscopy application in a large patient cohort. Spectra we...
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Veröffentlicht in: | Journal of biophotonics 2021-11, Vol.14 (11), p.e202100195-n/a |
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Sprache: | eng |
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Zusammenfassung: | Blood plasma and serum Raman spectroscopy for ovarian cancer diagnosis has been applied in pilot studies, with promising results. Herein, a comparative analysis of these biofluids, with a novel assessment of urine, was conducted by Raman spectroscopy application in a large patient cohort. Spectra were obtained through samples measurements from 116 ovarian cancer patients and 307 controls. Principal component analysis identified significant spectral differences between cancers without previous treatment (n = 71) and following neo‐adjuvant chemotherapy (NACT), (n = 45). Application of five classification algorithms achieved up to 73% sensitivity for plasma, high specificities and accuracies for both blood biofluids, and lower performance for urine. A drop in sensitivities for the NACT group in plasma and serum, with an opposite trend in urine, suggest that Raman spectroscopy could identify chemotherapy‐related changes. This study confirms that biofluids' Raman spectroscopy can contribute in ovarian cancer's diagnostic work‐up and demonstrates its potential in monitoring treatment response.
Raman spectroscopy of blood plasma achieves good segregation of ovarian cancers from benign controls, with attenuation of differences following neo‐adjuvant chemotherapy. |
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ISSN: | 1864-063X 1864-0648 |
DOI: | 10.1002/jbio.202100195 |