Department of Medical Physics, Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, 44-102 Gliwice, Poland.
1st Radiation and Clinical Oncology Department, Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, 44-102 Gliwice, Poland.
Int J Mol Sci. 2024 Jul 10;25(14):7555. doi: 10.3390/ijms25147555.
The role of induction chemotherapy (iCHT) in locally advanced head and neck squamous cell carcinoma (LA-HNSCC) is still to be established due to high toxicity and variable response rates. The aim of this retrospective study is to use NMR-based serum metabolomics to predict the response rates to iCHT from the pretreatment samples. The studied group consisted of 46 LA-HNSCC patients treated with iCHT. The response to the treatment was evaluated by the clinical, fiberoptic, and radiological examinations made before and after iCHT. The proton nuclear magnetic resonance (1H NMR) serum spectra of the samples collected before iCHT were acquired with a 400 MHz spectrometer and were analyzed using multivariate and univariate statistical methods. A significant multivariate model was obtained only for the male patients. The treatment-responsive men with >75% primary tumor regression after iCHT showed pretreatment elevated levels of isoleucine, alanine, glycine, tyrosine, N-acetylcysteine, and the lipid compounds, as well as decreased levels of acetate, glutamate, formate, and ketone bodies compared to those who did not respond (regression of the primary tumor <75%). The results indicate that the nutritional status, capacity of the immune system, and the efficiency of metabolism related to protein synthesis may be prognostic factors for the response to induction chemotherapy in male HNSCC patients. However, larger studies are required that would validate the findings and could contribute to the development of more personalized treatment protocols for HNSCC patients.
诱导化疗(iCHT)在局部晚期头颈部鳞状细胞癌(LA-HNSCC)中的作用仍未确定,因为其毒性高且反应率不同。本回顾性研究旨在使用基于 NMR 的血清代谢组学来预测 iCHT 治疗前样本的反应率。研究组包括 46 例接受 iCHT 治疗的 LA-HNSCC 患者。通过 iCHT 前后的临床、纤维光学和影像学检查评估治疗反应。使用多变量和单变量统计方法分析在 iCHT 前采集的样本的质子磁共振(1H NMR)血清谱。仅为男性患者获得了显著的多变量模型。治疗反应良好的男性患者(iCHT 后原发性肿瘤消退>75%)与未反应的患者(原发性肿瘤消退<75%)相比,在治疗前表现出较高的异亮氨酸、丙氨酸、甘氨酸、酪氨酸、N-乙酰半胱氨酸和脂质化合物水平,以及较低的乙酸盐、谷氨酸、甲酸盐和酮体水平。结果表明,营养状况、免疫系统功能和与蛋白质合成相关的代谢效率可能是男性 HNSCC 患者对诱导化疗反应的预后因素。然而,需要更大的研究来验证这些发现,并为 HNSCC 患者制定更个性化的治疗方案做出贡献。