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E. Barroso, T. Schut, P. Caspers, I. Santos, E. Wolvius, S. Koljenović, G. Puppels

textabstractRaman spectroscopy in the high-wavenumber spectral region (HWR) is particularly suited for fiber-optic in vivo medical applications. The most-used fiber-optic materials have negligible Raman signal in the HWR. This enables the use of simple and cheap single-fiber-optic probes that can be fitted in endoscopes and needles. The HWR generally shows less tissue luminescence than the fingerprint region. However, the luminescence can still be stronger than the Raman signal. Hardware- and software-based strategies have been developed to correct for these luminescence signals. Typically, hardware-based strategies are more complex and expensive than software-based solutions. Effective software strategies have almost exclusively been developed for the fingerprint region. First-order polynomial baseline fitting (PBF) is the most common background/luminescence estimation employed for the HWR. The goal of this study was to characterize the luminescence background signals of HW spectra of human oral tissue and compare the performance of two algorithms for correction of these background signals: PBF and multiple regression fitting (MRF). In the MRF method, we introduce here, prior knowledge of the range of Raman signals that can be obtained from the tissues of interest is explicitly used. MRF is more robust than PBF because it does not require an a priori choice of the polynomial order for fitting the background signal. This is important because, as we show, no single polynomial order can optimally characterize all backgrounds that are encountered in HW tissue spectra. We conclude that MRF should be the preferred method for background subtraction in the HWR.

E. Barroso, I. ten Hove, T. B. Bakker Schut, H. Mast, Cornelia G. F. van Lanschot, Roeland W. H. Smits, P. Caspers, R. Verdijk et al.

M. Cook, D. Massi, W. Blokx, J. J. van den Oord, S. Koljenović, V. de Giorgi, E. Kissin, M. Grant et al.

Because the term ‘naevoid melanoma’ has variable clinical and pathological interpretations, we aimed to clarify the features of melanomas referred to as naevoid.

M. L. Ooft, Jolique A. van Ipenburg, Rob van Loo, R. de Jong, C. Moelans, W. Braunius, R. de Bree, P. V. van Diest et al.

Aims To assess differences in methylation profiles, and thus pathogenesis, between Epstein-Barr virus (EBV)-positive and negative nasopharyngeal carcinomas (NPCs). Also, promoter hypermethylation is a common phenomenon in early carcinogenesis to inactivate tumour suppressor genes. Since epigenetic changes are reversible, the therapeutic application of methylation inhibitors could provide treatment options. Methods We evaluated promoter hypermethylation profiles of 22 common tumour suppressor genes in 108 NPCs using methylation-specific multiplex ligation-dependent probe amplification. Correlation between methylation, clinicopathological features (including EBV) and survival was examined. Cluster analysis was also performed. Results Hypermethylation of RASSF1A and ESR1 was significantly more frequent in EBV-positive NPC, while hypermethylation of DAPK1 was more frequent in EBV-negative NPC. In logistic regression, age, with EBV-positive NPC occurring at earlier age, and RASSF1, with RASSF1 hypermethylation being more frequent in EBV-positive NPC, remained significant. In EBV-positive NPC, hypermethylation of RASSF1A predicted worse overall survival (OS) (HR 3.058,95% CI 1.027 to 9.107). In EBV-negative NPC, hypermethylated adenomatous polyposis coli (APC) was a predictor of poor disease-free survival (DFS) (HR 6.868, 95% CI 2.142 to 22.022). Conclusion There are important epigenetic differences between EBV-negative and EBV-positive NPCs, with EBV-negative NPC having a more similar hypermethylation profile to other head and neck squamous cell carcinomas than EBV-positive NPC. Hypermethylation of RASSF1A might contribute to worse OS in EBV-positive NPC, and may be an important event in the pathogenesis of EBV-infected NPC. Hypermethylation of APC might contribute to worse DFS in EBV-negative NPC.

M. L. Ooft, Jolique A. van Ipenburg, M. E. Sanders, M. Kranendonk, I. Hofland, R. de Bree, S. Koljenović, S. Willems

Aims Tumour-associated macrophages (TAMs) and regulatory T cells (Tregs) form a special niche supporting tumour progression, and both correlate with worse survival in head and neck cancers. However, the prognostic role of TAM and Tregs in nasopharyngeal carcinoma (NPC) is still unknown. Therefore, we determined differences in TAMs and Tregs in different NPC subtypes, and their prognostic significance. Methods Tissue of 91 NPCs was assessed for TAMs and Tregs by determination of CD68, CD163, CD206 and FOXP3 expression in the tumour microenvironment. Clinicopathological correlations were assessed using Pearson X2 test, Fisher’s exact test, analysis of variance and Mann-Whitney U test. Survival was analysed using Kaplan-Meier curves and Cox regression. Results CD68 and FOXP3 counts were higher in Epstein-Barr virus (EBV)-positive NPC, while CD68−/FOXP3−, CD163+/FOXP3− and CD206+/FOXP3− infiltrates were more common in EBV-negative NPC. In the whole NPC group, CD68−/FOXP3− correlated with worse overall survival (OS), and after multivariate analysis high FOXP3 count showed better OS (HR 0.352, 95% CI 0.128 to 0.968). No difference in M2 counts existed between EBV-positive and negative NPC. Conclusions FOXP3, a Treg marker, seems to be an independent prognostic factor for better OS in the whole NPC group. Therefore, immune-based therapies targeting Tregs should be carefully evaluated. M2 spectrum macrophages are probably more prominent in EBV-negative NPC with also functional differences compared with EBV-positive NPC.

I. Santos, E. Barroso, T. B. Bakker Schut, P. Caspers, Cornelia G. F. van Lanschot, D. Choi, M. F. van der Kamp, Roeland W. H. Smits et al.

Oncological applications of Raman spectroscopy have been contemplated, pursued, and developed at academic level for at least 25 years. Published studies aim to detect pre-malignant lesions, detect cancer in less invasive stages, reduce the number of unnecessary biopsies and guide surgery towards the complete removal of the tumour with adequate tumour resection margins. This review summarizes actual clinical needs in oncology that can be addressed by spontaneous Raman spectroscopy and it provides an overview over the results that have been published between 2007 and 2017. An analysis is made of the current status of translation of these results into clinical practice. Despite many promising results, most of the applications addressed in scientific studies are still far from clinical adoption and commercialization. The main hurdles are identified, which need to be overcome to ensure that in the near future we will see the first Raman spectroscopy-based solutions being used in routine oncologic diagnostic and surgical procedures.

I. Santos, A. V. D. Lee, X. Gu, P. Caspers, T. Schut, R. Doorn, V. N. Hegt, S. Koljenović et al.

Raman spectroscopy of pigmented samples can be problematic owing to strong laser-induced auto-fluorescence. Moving the laser excitation more into the near-infrared region (>900 nm) and detection to the short-wave infrared region (SWIR) (1200–1600 nm) significantly decreases laser-induced-fluorescence for many pigmented samples. However, conventional near-infrared diode-lasers suitable for Raman spectroscopy are expensive. Vertical-external-cavity surface-emitting lasers (VECSELs) are an interesting alternative laser source for Raman spectroscopy. VECSELs offer a narrow linewidth, high power stability, good power efficiency and circular beam profile characteristics, and their wavelength can be engineered over a broad range in the near-infrared. In addition, they offer the potential of low-cost mass production, and they are small in size. We developed a 986-nm VECSEL for a specific biomedical application (Raman measurements of pigmented skin lesions). We implemented and tested the feasibility of the novel 986-nm VECSEL in a SWIR multi-channel Raman spectroscopy instrument. We have characterized the VECSEL in relation to the requirements set by this biomedical application and have demonstrated for the first time Raman spectra of pigmented skin lesion with a VECSEL in the SWIR region. Our results show that the VECSEL fulfils the requirements of a laser source to be applied in Raman spectroscopy. This opens the possibility of using VECSELs for low-cost compact hand-held Raman spectroscopy applications. Copyright © 2017 John Wiley & Sons, Ltd.

A. Azan, P. Caspers, T. B. Bakker Schut, Séverine Roy, C. Boutros, C. Mateus, É. Routier, B. Besse et al.

Raman spectroscopy is a noninvasive and label-free optical technique that provides detailed information about the molecular composition of a sample. In this study, we evaluated the potential of Raman spectroscopy to predict skin toxicity due to tyrosine kinase inhibitors treatment. We acquired Raman spectra of skin of patients undergoing treatment with MEK, EGFR, or BRAF inhibitors, which are known to induce severe skin toxicity; for this pilot study, three patients were included for each inhibitor. Our algorithm, based on partial least squares-discriminant analysis (PLS-DA) and cross-validation by bootstrapping, discriminated to variable degrees spectra from patient suffering and not suffering cutaneous adverse events. For MEK and EGFR inhibitors, discriminative power was more than 90% in the viable epidermis skin layer; whereas for BRAF inhibitors, discriminative power was 71%. There was a 81.5% correlation between blood drug concentration and Raman signature of skin in the case of EGFR inhibitors and viable epidermis skin layer. Our results demonstrate the power of Raman spectroscopy to detect apparition of skin toxicity in patients treated with tyrosine kinase inhibitors at levels not detectable via dermatological inspection and histological evaluation. Cancer Res; 77(2); 557-65. ©2016 AACR.

M. Cook, D. Massi, W. Blokx, J. Oord, S. Koljenović, V. Giorgi, E. Kissin, M. Grant et al.

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