Intérêt de la tomographie par émission de positons (TEP) au 18FDG dans le suivi des patients traités pour carcinome épidermoïde des voies aérodigestives supérieures (VADS) en rémission clinique

IntroductionPosttreatment follow-up of head and neck squamous cell carcinoma (HNSCC) recurrence is a diagnostic challenge. Tissue distortions from radiation and surgery can obscure early detection of recurrence by conventional follow-up approaches such as physical examination (PE), computed tomography, and magnetic resonance imaging. A number of studies have shown that ¹⁸Fluoro-fluorodeoxyglucose (¹⁸FDG) Positron emission tomography (PET) may be an effective technique for the detection of persistent, recurrent, and distant metastatic HNSCC after treatment. The aim of this prospective study was to determine the benefits (sensitivity, specificity, predictive values, and accuracy) of ¹⁸FDG PET using hybrid PET–Computed tomography system (PET/CT) in the detection of HNSCC subclinical locoregional recurrence and distant metastases, in patients 12 months after curative treatment with a negative conventional follow up.Materials and MethodsNinety-one patients cured from head and neck squamous cell carcinoma (HNSCC) without any clinical element for recurrence were included. Whole-body ¹⁸FDG PET/CT examination was performed 11.6 ± 4.4 months after the end of the treatment. The gold standard was histopathology or 6 months imaging follow-up.ResultsThe whole-body ¹⁸FDG PET/CT of the 91 patients in this study consisted of 52 negative and 39 positive results. Nine of these patients who exhibited abnormal ¹⁸FDG uptake in head and neck area did not have subsequently proven recurrent HNSCC (false positive). Thirty had proven recurrence (true positive). All 52 patients with negative readings of ¹⁸FDG PET/CT remained free of disease at 6 months (true negative). The sensitivity and specificity of ¹⁸FDG PET/CT in this study for the diagnosis of HNSCC recurrence were 100% (30/30) and 85% (52/61) respectively. The positive predictive value was 77% (30/39). The negative predictive value was 100% (52/52). The overall accuracy was 90% (82/91).ConclusionThe results of our study confirm the high effectiveness of ¹⁸FDG PET/CT in assessment of HNSCC recurrence. It suggests that this modality is more accurate than conventional follow-up PE alone in the assessment of patient recurrence after previous curative treatment for HNSCC. Therefore, a PET study could be systematically proposed at 12 months after the end of the treatment.     

Impact thérapeutique de l’acquisition cervicale dédiée en [18F]-FDG-TEP-TDM sur la prise en charge des carcinomes épidermoïdes de la tête et du cou

Aim of the studyTo investigate the therapeutic impact of additional cervical dedicated 18FDG-PET-CT on the management of head and neck squamous cell carcinoma (HNSCC).Materials and methodsThirty patients with HNSCC underwent a [¹⁸F]-FDG-PET-CT standard, whole-body scan completed by a cervical dedicated protocol. Two physicians blindly reviewed the exams and the results were discussed with surgeons to determine the therapeutic impact of the dedicated protocol.ResultsAmong 30 patients, only four (13%) discordant results were registered by the both observers, and two more by only one observer (κ = 0.75, S.D. = 0.08). As to the four patients : i) a N0 staged patient on whole body (WB) exam was upstaged to N2b in cervical PET (obese patient, whole-body exam with poor quality), ii) for a second patient, no node was described on WB scan, but one lymph node in each cervical chain was observed in focused PET, with low SUV value, iii) in the other two cases, cervical PET scan upstaged from N2a to N2b and from N2a to N2c (SUV < 3), without any influence on treatment management.ConclusionOur results show that additional cervical dedicated PET-CT does not modify the management of patients with HNSCC when compared to WB PET-CT, except for particular obese or N0 patients, allowing to reduce patient CT radiation dose and time-consuming PET acquisition.     

LAMB3在头颈鳞癌中的表达及预后价值分析

摘要 目的：研究层黏连蛋白亚基β3（LAMB3）在头颈鳞癌（HNSCC）中的表达、预后价值、免疫相关性及作用机制。方法：利用基于癌症基因组图谱（TCGA）的多个在线数据库,分析LAMB3在HNSCC肿瘤组织中的差异表达、预后价值以及对免疫细胞浸润的影响;通过基因共表达及蛋白-蛋白相互作用网络分析,探究LAMB3参与HNSCC的生物过程以及相关信号通路;预测调控LAMB3基因的上游靶miRNA。结果：LAMB3在HNSCC中高表达,LAMB3表达水平与年龄分布、肿瘤病理分级、淋巴结转移状态和HPV病毒感染状态相关;预后分析显示LAMB3在HNSCC中高表达预示患者不良预后,在肿瘤分期为Stage3、白色人种、肿瘤病理分期为Grade1和Grade2以及肿瘤新生抗原高表达HNSCC患者中总生存期更短;LAMB3表达水平影响HNSCC肿瘤微环境,LAMB3高表达能够降低B细胞、CD8⁺T 细胞浸润程度,升高CD4⁺T细胞浸润程度;基因共表达和功能相关分析表明,LAMB3高表达与基底膜形成、细胞连接、细胞迁移等生物过程有关;LAMB3潜在靶miRNA是hsa-miR-24-3p。结论：LAMB3在 HNSCC中高表达与免疫细胞浸润和患者不良预后相关,可作为HNSCC发病风险和预后指标。     

PRF1 is a prognostic marker and correlated with immune infiltration in head and neck squamous cell carcinoma

PurposeHead and neck squamous cell carcinoma (HNSCC) is a highly invasive malignancy with poor survival. Perforin (PRF1) plays essential roles in host immunity. Our research intended to identify the correlations of PRF1 with clinical prognosis and tumor immune infiltration in HNSCC.MethodsWe explored PRF1 expression and its associations with the clinical features of HNSCC via the Tumor Immune Estimation Resource (TIMER), Oncomine and The Cancer Genome Atlas (TCGA) databases. The prognostic value of PRF1 for HNSCC was further explored by Kaplan–Meier plotter and TIMER. Finally, the relation between PRF1 and immune infiltration in HNSCC was estimated via CIBERSORT and TIMER.ResultsPRF1 expression was remarkably elevated in HNSCC and associated with clinical stage and HPV infection. High PRF1 expression predicted favorable outcomes in HNSCC, especially in HPV+ HNSCC. Moreover, higher infiltration of CD8+ T cells and CD4+ T cells were found in the PRF1^high group of HNSCC. PRF1 expression in HNSCC was strongly correlated with infiltrating CD8+ T cells and dendritic cells (DCs), with higher relevance in HPV+ HNSCC.ConclusionOur findings suggested that PRF1 could be a novel prognostic biomarker in HNSCC and that its expression was related to immune cell infiltration, which was impacted by HPV status.Key words: PRF1, prognosis, head and neck squamous cell carcinoma, tumor immune infiltration, HPV     

Late Manifestation of Tracheal Rupture After Thyroidectomy: Case Report and Literature Review

ObjectiveTo report an extremely rare case of delayed tracheal rupture after thyroidectomy and to review the existing related literature.MethodsWe present the history, clinical findings, radiographic evaluation, management, and intraoperative findings in a patient who presented with subcutaneous emphysema 9 days after total thyroidectomy. In addition, we review the literature and discuss the diagnostic challenges as well as management options.ResultsA 17-year-old female patient underwent a total thyroidectomy for Graves disease. On postoperative day 9, the patient presented with face and neck swelling attributable to subcutaneous emphysema. After conservative management failed, the patient underwent surgical exploration of the neck, which revealed a 2.5-cm linear vertical tear in the anterior aspect of the trachea, with no evidence of necrosis. The tear had viable edges and was primarily repaired with use of muscle flap reinforcement. The patient recovered with no other complications.ConclusionDelayed tracheal rupture should be suspected in all patients who present with subcutaneous emphysema after a thyroid surgical procedure. Review of the pertinent literature suggests that conservative management is suitable in patients with a stable condition. Surgical repair is indicated in those patients who fail to demonstrate clinical improvement. (Endocr Pract. 2012;18:e73-e76)     

User-controlled pipelines for feature integration and head and neck radiation therapy outcome predictions

PurposePrecision cancer medicine is dependent on accurate prediction of disease and treatment outcome, requiring integration of clinical, imaging and interventional knowledge. User controlled pipelines are capable of feature integration with varied levels of human interaction. In this work we present two pipelines designed to combine clinical, radiomic (quantified imaging), and RTx-omic (quantified radiation therapy (RT) plan) information for prediction of locoregional failure (LRF) in head and neck cancer (H&N).MethodsPipelines were designed to extract information and model patient outcomes based on clinical features, computed tomography (CT) imaging, and planned RT dose volumes. We predict H&N LRF using: 1) a highly user-driven pipeline that leverages modular design and machine learning for feature extraction and model development; and 2) a pipeline with minimal user input that utilizes deep learning convolutional neural networks to extract and combine CT imaging, RT dose and clinical features for model development.ResultsClinical features with logistic regression in our highly user-driven pipeline had the highest precision recall area under the curve (PR-AUC) of 0.66 (0.33–0.93), where a PR-AUC = 0.11 is considered random. CONCLUSIONS: Our work demonstrates the potential to aggregate features from multiple specialties for conditional-outcome predictions using pipelines with varied levels of human interaction. Most importantly, our results provide insights into the importance of data curation and quality, as well as user, data and methodology bias awareness as it pertains to result interpretation in user controlled pipelines.     

中国北方汉族人群DNA修复能力的水平与头颈鳞癌发病风险的初步研究

目的:初步探讨北方汉族人DNA修复能力(DNA repair capacity,DRC)的水平与头颈鳞癌发病风险的相关性,为头颈鳞癌的诊断提供新的检测标志物。方法:收集71例头颈鳞癌患者和65例健康对照,均为我国北方地区汉族人。通过宿主细胞再活化(host cell reactivate,HCR)实验检测研究对象外周血淋巴细胞DRC的表达水平。对头颈鳞癌病例组和对照组之间一般特征的差异进行卡方检验,通过t检验及Wilcoxon秩和检验分析两组间DRC水平的差异。通过logistic回归模型计算优势比(OR值)及95%可信区间(95%CI)。此外,我们通过logistic模型计算ROC曲线下面积,进一步评价DRC模型的诊断价值。结果:头颈鳞癌组中DRC的水平在统计学上低于对照组(P=0.007)。在logistic回归模型分析中,矫正完年龄、性别、吸烟状况和饮酒因素后,DRC的水平与头颈鳞癌患病风险关系的ORs,在低水平与其DRC高水平相比为2.35(95%CI,1.11-4.98)。此外,DRC的水平降低与头颈鳞癌风险增加之间也存在剂量反应关系。最后,ROC曲线模型提示DRC模型中曲线下面积有所改善(P=0.068)。结论:北方汉族人中DRC水平的降低与头颈鳞癌发病风险的增加相关。本研究结果需在更大样本的后续研究中进一步验证。     

Segmentation of parotid glands from registered CT and MR images

PurposeTo develop an automatic multimodal method for segmentation of parotid glands (PGs) from pre-registered computed tomography (CT) and magnetic resonance (MR) images and compare its results to the results of an existing state-of-the-art algorithm that segments PGs from CT images only.MethodsMagnetic resonance images of head and neck were registered to the accompanying CT images using two different state-of-the-art registration procedures. The reference domains of registered image pairs were divided on the complementary PG regions and backgrounds according to the manual delineation of PGs on CT images, provided by a physician. Patches of intensity values from both image modalities, centered around randomly sampled voxels from the reference domain, served as positive or negative samples in the training of the convolutional neural network (CNN) classifier. The trained CNN accepted a previously unseen (registered) image pair and classified its voxels according to the resemblance of its patches to the patches used for training. The final segmentation was refined using a graph-cut algorithm, followed by the dilate-erode operations.ResultsUsing the same image dataset, segmentation of PGs was performed using the proposed multimodal algorithm and an existing monomodal algorithm, which segments PGs from CT images only. The mean value of the achieved Dice overlapping coefficient for the proposed algorithm was 78.8%, while the corresponding mean value for the monomodal algorithm was 76.5%.ConclusionsAutomatic PG segmentation on the planning CT image can be augmented with the MR image modality, leading to an improved RT planning of head and neck cancer.     

血常规在头颈部鳞状细胞癌早期诊断中的作用

目的:探究血常规指标在头颈部鳞状细胞癌早期诊断中的作用,从血液学的角度为头颈部鳞状细胞癌的早期诊断提供参考依据。方法:对181例头颈部良恶性肿瘤患者的血常规结果进行回顾性分析,比较头颈部鳞状细胞癌患者组(实验组)和头颈部良性肿瘤组(对照组)患者的血小板计数(PLT)、血小板比积(PCT)、血小板平均容积(MPV)、血小板分布宽度(PDW)、大血小板比率(P-LCR)、中性粒细胞计数(NEU)、淋巴细胞计数(LYM)、单核细胞计数(MONO)、嗜酸性粒细胞计数(EOS)、嗜碱性粒细胞计数(BASO)、血小板计数/淋巴细胞计数比值(PLR)以及中性粒细胞计数/淋巴细胞计数比值(NLR)共12个指标。结果:实验组和对照组的PLT、PCT、MPV、PDW、P-LCR以及BASO计数值比较均没有统计学差异(p0.05)。对照组NEU、MONO、EOS、PLR和NLR均低于实验组,而LYM计数值高于实验组,其差异均具有统计学意义(p0.05),ROC曲线显示NLR对于早期诊断的意义要优于PLR。结论:血小板相关指标在头颈部鳞状细胞癌早期诊断中无明显意义,白细胞亚型计数具有重要的提示作用,而NLR的诊断意义要高于PLR,或许可以联合其他鳞癌标志物进行早期诊断。     

Confrontation des données de la TEP/TDM au 18FDG initiale aux statuts p16 (INK4a) et HPV des cancers des VADS localement avancés traités par radiochimiothérapie

PurposeThe overexpression of p16 and HPV status are now well established as independent prognostic factors in head and neck squamous cell carcinoma (HNSCC). It was suggested that some parameters derived from initial 18F-FDG PET are also independent prognostic factors. Our purpose was to study the correlation between virology and pretreatment PET/CT in locally advanced HNSCC treated by radio-chemotherapy.MethodsForty HNSCC patients with tumor volumes > 3 cm³ were prospectively recruited. All patients underwent initial 18F-FDG PET/CT, from which metabolic volume, intensity (SUV), overall activity, heterogeneity and shape parameters were extracted. The correlation of these parameters with virological data extracted from pre treatment biopsy, including p16 expression, DNA HPV 16 and HPV status (p16 + DNA HPV 16) was subsequently studied.ResultsP16 + tumors exhibited higher SUV_max (P = 0.028) and SUV_mean (P = 0.02). P16+ tumors were also more heterogeneous, albeit with a lower correlation (P = 0.004 for local heterogeneity). In addition, P16+ and HPV+ tumors were characterized by less complex shapes (P = 0.03).ConclusionLocally advanced HNSCC show specific PET characteristics in case of P16+ tumors. The relationship between those different biological characterization approaches and overall patient outcome needs to be investigated.     

Five-year relative survival and determinants of excess mortality in patients with head and neck and thyroid cancers: A population-based study from Golestan province,Northern Iran

BackgroundWe aimed to assess relative survival (RS) and determinants of excess mortality rate in patients with head and neck squamous cell carcinomas (HNSCC) and thyroid cancer in Golestan province, Northern Iran.MethodsWe recruited new primary HNSCC and thyroid cancer cases from Golestan, 2006–2016. Five-year age-standardized RS with their 95% confidence intervals (CIs) were calculated. The relationships between different variables with excess mortality rates were assessed by estimating adjusted excess hazard ratios (aEHRs) with their 95% CIs.ResultsOverall, 718 cases of HNSCC and 386 thyroid cancer cases were enrolled. Five-year age-standardized RS (95% CI) were 36% (31−41) and 61% (52−69) in HNSCC and thyroid cancer patients, respectively. There were significant relationship between excess mortality rates in HNSCC patients with metastasis (aEHR= 3.31; 95%CI: 2.26–4.84), treatment type (4.19; 2.54–6.91, for no treatment as compared to receiving both surgery and chemoradiotherapy), age (2.16; 1.57–2.96, for older age group) and smoking (2.00; 1.45–2.75, for smokers as compared to non-smokers). Determinant of the excess mortality in thyroid cancer patients included metastasis (19.65; 8.08–47.79), tumor morphology (12.27; 4.62–32.58, for anaplastic cancer as compared to papillary cancer), treatment type (8.95, 4.13–19.4, for no treatment as compared to receiving both surgery and iodine therapy) and age (2.31; 1.17–4.54, for older age group).ConclusionOur findings suggested low RS for thyroid cancer in our population, while the estimates for HNSCC were comparable with other population. Metastasis, treatment type and age were determinants of mortality both in thyroid and HNSCC patients.     

Downregulation of the circadian Period family genes is positively correlated with poor head and neck squamous cell carcinoma prognosis

ABSTRACT

We investigated the relationship between head and neck squamous cell carcinoma (HNSCC) and the mRNA and protein expression levels of the circadian genes of the Period (Per) family, Per1, Per2 and Per3. Tissue sections of HNSCC and normal head and neck tissues from two patient cohorts from two different hospitals were collected to assess the mRNA and protein expressions of the three Per family genes using real-time quantitative PCR (RT-PCR) and immunohistochemistry (IHC). The clinicopathological features and disease prognosis for the latter cohort were analyzed through IHC and statistical methods. Protein positive expression levels of the three Per family genes in HNSCC tissues was found to be approximately two times lower than that in normal tissues (p < .01). Moreover, patients with locally advanced HNSCC showed significantly greater downregulation of Per1, Per2 and Per3 mRNA expression levels as compared to patients with early-stage cancer (p < .05). Immunohistochemical examination of HNSCC patient tissues revealed a positive correlation between the Per family protein expression and the clinical tumor staging (p < .05). In addition, the Per protein-positive expression group showed higher 3-year survival rates [overall survival (OS) and progression-free survival (PFS)] as assessed by Kaplan-Meier plots and statistical analysis (p < .05). Our findings confirm the positive correlation between Per family gene expression and survival outcomes and support their role as prognostic markers for HNSCC.     

Comparison of positron emission tomography/computed tomography imaging and ultrasound in surveillance of head and neck cancer – The 3-year experience of the ENT Department in Poznan

Background

Posttreatment surveillance for the local and regional recurrence of the head and neck squamous cell carcinoma often requires a multimodality techniques that include PET combined with CT, MRI, US.

Aim

The purpose of this study is to compare the diagnostic performance of two imaging techniques (PET/CT and US), and their combined use for the detection of a subclinical regional recurrence in patients after HNSCC treatment.

Materials and methods

83 patients after completion of the HNSCC treatment underwent both US and PET/CT on the mean follow-up of 14 months after initial treatment.

Results

The sensitivity and specificity of PET/CT were 86% and 82%, respectively; US values reached 81% and 87%, respectively. PPV was 79% for PET/CT, and 83% for US. NPV was 89% for PET/CT, and 85% for US. The overall accuracy for PET/CT and US was 84% for both methods.

Conclusion

US could be regarded as complementary to PET/CT as the procedures with highest sensitivity, specificity and NPV for detecting subclinical regional recurrences after HNSCC treatment.     

Intérêt complémentaire de la TEP/TDM au FDG et de l’imagerie conventionnelle dans le bilan initial et le suivi post-thérapeutique des cancers des VADS : recommandations et perspectives

Functional imaging by ¹⁸fluorodesoxyglucose (FDG) positron emission tomography (PET) and morphological imaging by computed tomography (CT) and magnetic resonance imaging (MRI) hold an important and complementary role in characterization of head and neck squamous cell carcinoma (HNSCC). Based on an exhaustive literature, the recommendations and perspectives of their use in the initial assessment and the post-therapeutic management of HNSCC are presented.     

Natural killer cells have a synergistic anti-tumor effect in combination with chemoradiotherapy against head and neck cancer

BackgroundThe use of natural killer (NK) cells is a promising approach in the field of cancer immunotherapy; however, combination treatments are required to enhance the effects of NK cell immunotherapy. In this study, we assessed the potential of irradiation and cisplatin as a chemoradiotherapy (CRT) regimen to augment the effects of NK cell immunotherapy in head and neck squamous cell carcinoma (HNSCC).MethodsNK cells were expanded using our recently established K562-OX40 ligand and membrane-bound interleukin (IL)-18 and IL-21 feeder cells in the presence of IL-2/IL-15 from peripheral blood of healthy donors.ResultsThe results showed an increase in the purity of NK cells and expression of activation markers such as NKG2D and lymphocyte function–associated antigen 1 during the expansion process, which is positively correlated to the NK cell infiltration and overall survival in patients with HNSCC. CRT induced NK cell activation ligand (ULBP2) and adhesion molecules (ICAM-1, -2 and -3) on HNSCC, leading to enhanced cytotoxicity of NK cells against HNSCC.ConclusionsOur findings suggest that the NK cells have a potent anti-tumor effect in combination with CRT against HNSCC.     

Comparaison de différentes méthodes de segmentation en TEP/TDM pour le ciblage en radiothérapie des carcinomes épidermoïdes des VADS

IntroductionTo assess interobserver variability for biological target volume (BTV) delineation and to compare the reproductibility of different semiautomatic segmentation methods in pretreatment 18-fluorodeoxyglucose positron emission tomography (PET/CT) of head and neck squamous cell carcinoma (HNSCC).Patients and methodsPatients with histologically proved HNSCC referred to the nuclear medicine service in Brest for pretreatment PET/CT were prospectively included from February 2009 to June 2010. Three nuclear medicine physicians (two specialized in oncology) delineated manually and independently BTV on each primary tumor. Four semiautomatic segmentation methods have been studied; three using a fixed threshold and one applying an adaptive threshold based on the signal-to-background ratio (Daisne). The variability between κ observers and/or methods has been assessed. The concordance between the various BTV intersections and unions has been also assessed.ResultsThirty patients (29M; 1F) were included. The primary site location was oropharynx in six patients, oral cavity in 10 patients, hypopharynx in five patients and larynx in nine patients. A statistically significant global interobserver variability (P = 0.01) was showed, but without statistically difference between the two experienced oncologists (P = 0.15). The maximal concordance of the two experienced observers with the semiautomatic methods was found for the Daisne method (CI = 61.5%; κ = 0.68), expressing a good agreement according to the Landis and Koch criteria, better than with the segmentation method using a fixed threshold with 40% of maximal signal intensity (CI = 52.1%; κ = 0.53).ConclusionOur results suggest the feasibility of achieving HNSCC BTV delineation by PET/CT using semiautomatic methods, in particular those which apply an adaptative threshold but under the supervision of an experienced operator.     

Epidermal growth factor receptor (EGFR) mutations as biomarker for head and neck squamous cell carcinomas (HNSCC)

Abstract

Context: Mutations in tyrosine kinase domain (TK) of epidermal growth factor receptor (EGFR) lead to signalling interruptions in several cancers.

Objective: To understand EGFR mutations in head and neck squamous cell carcinomas (HNSCC), and their role as biomarkers.

Methods: Screened 129 HNSCC patients and 150 controls for mutations in the TK domain using polymerase chain reaction (PCR), single strand confirmatory polymorphism (SSCP) and sequencing.

Results: 81.39% of HNSCC had four mutations: G2155C, G2176A, C2188G and G2471A among these two mutations were also reported in other cancers where as two novel mutations are being reported for the first time in HNSCC. Mutational frequency was significantly associated with an advanced stage of HNSCC, habits of tobacco/alcohol and ages above 49 years.

Conclusion: EGFR single nucleotide polymorphisms could be useful biomarkers of HNSCC.     

<Superscript>1</Superscript>H NMR based metabolomic approach to monitoring of the head and neck cancer treatment toxicity

Introduction

Anticancer treatment results in temporary or permanent toxicity considered as changes in normal tissues and/or involved regions. The net effect is mirrored in morphological, functional and molecular disturbances—thus in a systemic response of the human body. To date, specific NMR biomarkers of radiation therapy toxicity in head and neck squamous cell carcinoma (HNSCC) patients are scarce or even missing.

Objectives

We aimed to investigate molecular processes reflecting acute radiation sequelae (ARS) in HNSCC patients using NMR-based metabolomics of blood serum.

Methods

45 patients with HNSCC were treated with radiotherapy (RT) or chemoradiotherapy (CHRT). Blood samples were collected within a week after RT/CHRT completion. Patients were divided into two classes (of high and low ARS) on the basis of the highest individual ARS value observed during the treatment. ¹H NMR spectra of serum samples were acquired on a Bruker 400.13 MHz spectrometer at 310 K and analyzed using principal component analysis and orthogonal partial least squares discriminant analysis. Additional statistical analyses were performed on quantified metabolites.

Results

1D projections of the J-resolved NMR spectra seem to be of the great potential in the quest for the HNSCC treatment toxicity biomarker. The metabolic features characteristic for high ARS are the increased signals of N-acetyl-glycoprotein and acetate, as well as decrease of choline and the metabolites involved in energy metabolism: branched chain amino acids (BCAAs), alanine, creatinine and carnitine. Furthermore, we observed significant correlations between N-acetyl-glycoprotein and clinical markers of inflammation as well as acetate and a percentage-weight-loss during the treatment. CRP was also negatively correlated with alanine and BCAAs.

Conclusion

NMR-based metabolomics provides relevant biomarkers of RT/CHRT toxicity (ARS) in HNSCC patients. The results indicate at least three concomitant processes related to high ARS: inflammation, altered energy metabolism and disturbed membrane metabolism, and indicate an exciting potential of J-resolved NMR spectroscopy combined with multivariate projection techniques.