The possibilities of using optical spectroscopy methods in the differential diagnosis of prostate cancer were investigated. Analytical discrimination models of Raman spectra of prostate tissue were constructed by using the projections onto latent structures data analysis(PLS-DA) method for different wavelengths of exciting radiation—532 and 785 nm. These models allowed us to divide the Raman spectra of prostate cancer and the spectra of hyperplasia sites for validation datasets with the accuracy of 70–80%, depending on the specificity value. Meanwhile, for the calibration datasets, the accuracy values reached 100% for the excitation of a laser with a wavelength of 785 nm. Due to the registration of Raman “fingerprints”, the main features of cellular metabolism occurring in the tissue of a malignant prostate tumor were confirmed, namely the absence of aerobic glycolysis, over-expression of markers (FASN, SREBP1, stearoyl-CoA desaturase, etc.), and a strong increase in the concentration of cholesterol and its esters, as well as fatty acids and glutamic acid. The presence of an ensemble of Raman peaks with increased intensity, inherent in fatty acid, beta-glucose, glutamic acid, and cholesterol, is a fundamental factor for the identification of prostate cancer.

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Introduction. Today, due to the insufficient diagnostic accuracy of existing tools for determining clinically significant forms of prostate cancer, the search for new indicators that predict the course of the disease and the effectiveness of radical treatment is relevant. Various malignant tumors could increase glucose consumption and grow under hypoxic conditions. It seems promising to assess the expression level of glucose transporter type 1 (GLUT1) and carbonic anhydrase IX (CAIX) in prostate adenocarcinoma cells of different malignancy score.Objective. To determine CAIX and GLUT1 expression in ISUP grades 1-5 prostate adenocarcinoma cells for evaluation of the disease prognosis and radical prostatectomy effectiveness.Materials and methods. Immunohistochemical study of postoperative material after radical prostatectomy with determination of GLUT1 and CAIX expression by tumor cells was carried out. The presence or absence of biochemical recurrence within one year after surgery was determined. The correlation between the level of expression, the presence of biochemical relapse and a few other clinical parameters was determined.Results. GLUT1 expression level statistically significant correlated with ISUP 4 and 5 (r = 0.457, p < 0.0001), prostate-specific antigen (PSA) level (r = 0.378, p < 0.0001), pT3b disease stage (r = 0.380, p < 0.0001), extracapsular extension (r = 0.355, p = 0.001), and inversely correlated with ISUP 1 (r = -0.274, p = 0.009). CAIX immunoexpression was observed in 10.0% of samples and the intensity was low (< 20% of cells).Conclusion. Elevated expression of glucose transporter type 1 (GLUT1) by prostate adenocarcinoma cells among patients after radical prostatectomy is associated with high grade of malignancy (ISUP 4 and 5), pT3b disease stage, extracapsular extension of the tumor, as well as high PSA, which allows using it for the prognosis evaluation.

This work is devoted to the study of intact and tumor kidney tissues spectral properties. 532 nm, 785 nm, and 1064 nm lasers were used to stimulate Raman spectra and autofluorescence. Visually and morphologically unchanged tissues of human kidneys as well as tumor tissue were examined. Raman spectra have specific spectral markers for each tested subject. The analysis of the spectral characteristics was carried out with using projection on latent structures method to highlight the spectral features between the tissues.