NMR-Based Metabolomics of Blood Serum in Predicting Response to Induction Chemotherapy in Head and Neck Cancer-A Preliminary Approach

被引:0
|
作者
Boguszewicz, Lukasz [1 ]
Bielen, Agata [2 ]
Jarczewski, Jaroslaw Dawid [3 ]
Ciszek, Mateusz [1 ]
Skorupa, Agnieszka [1 ]
Mrochem-Kwarciak, Jolanta [4 ]
Skladowski, Krzysztof [2 ]
Sokol, Maria [1 ]
机构
[1] Mar Sklodowska Curie Natl Res Inst Oncol, Dept Med Phys, Gliwice Branch, PL-44102 Gliwice, Poland
[2] Maria Sklodowska Curie Natl Res Inst Oncol, Radiat & Clin Oncol Dept 1, Gliwice Branch, PL-44102 Gliwice, Poland
[3] Maria Sklodowska Curie Natl Res Inst Oncol, Dept Radiotherapy, Gliwice Branch, PL-44102 Gliwice, Poland
[4] Maria Sklodowska Curie Natl Res Inst Oncol, Analyt & Clin Biochem Dept, Gliwice Branch, PL-44102 Gliwice, Poland
关键词
head and neck cancer; induction chemotherapy; NMR; blood serum metabolomics; treatment prediction; personalized medicine; LOCALLY ADVANCED HEAD; N-ACETYLCYSTEINE; RANDOMIZED-TRIAL; AMINO-ACIDS; CISPLATIN; METABOLISM; DOCETAXEL; GLUTAMATE;
D O I
10.3390/ijms25147555
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Molecular response to induction chemotherapy and its correlation with treatment outcome in head and neck cancer patients by means of NMR-based metabolomics
    Boguszewicz, Lukasz
    Bielen, Agata
    Jarczewski, Jaroslaw Dawid
    Ciszek, Mateusz
    Skorupa, Agnieszka
    Skladowski, Krzysztof
    Sokol, Maria
    BMC CANCER, 2021, 21 (01)
  • [2] Molecular response to induction chemotherapy and its correlation with treatment outcome in head and neck cancer patients by means of NMR-based metabolomics
    Łukasz Boguszewicz
    Agata Bieleń
    Jarosław Dawid Jarczewski
    Mateusz Ciszek
    Agnieszka Skorupa
    Krzysztof Składowski
    Maria Sokół
    BMC Cancer, 21
  • [3] Molecular response to induction chemotherapy and its correlation with treatment outcome in head and neck cancer patients by means of NMR-based metabolomics
    Boguszewicz, L.
    Bielen, A.
    Jarczewski, J. D.
    Ciszek, M.
    Skorupa, A.
    Skladowski, K.
    Sokol, M.
    ANNALS OF ONCOLOGY, 2021, 32 : S796 - S796
  • [4] Metabolic signatures of esophageal cancer: NMR-based metabolomics and UHPLC-based focused metabolomics of blood serum
    Zhang, Xiaoli
    Xu, Luan
    Shen, Jianmin
    Cao, Bei
    Cheng, Ting
    Zhao, Tong
    Liu, Xiaoyan
    Zhang, Haixia
    BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE, 2013, 1832 (08): : 1207 - 1216
  • [5] NMR-Based Metabolomics in Investigation of the Radiation Induced Changes in Blood Serum of Head and Neck Cancer Patients and Its Correlation with the Tissue Volumes Exposed to the Particulate Doses
    Boguszewicz, Lukasz
    Bielen, Agata
    Ciszek, Mateusz
    Wendykier, Jacek
    Szczepanik, Krzysztof
    Skorupa, Agnieszka
    Mrochem-Kwarciak, Jolanta
    Skladowski, Krzysztof
    Sokol, Maria
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (12)
  • [6] Serum Metabolic Disturbances in Lung Cancer Investigated through an Elaborative NMR-Based Serum Metabolomics Approach
    Singh, Anjana
    Prakash, Ved
    Gupta, Nikhil
    Kumar, Ashish
    Kant, Ravi
    Kumar, Dinesh
    ACS OMEGA, 2022, 7 (06): : 5510 - 5520
  • [7] NMR-Based Metabolomics Analysis Predicts Response to Neoadjuvant Chemotherapy for Triple-Negative Breast Cancer
    He, Xiangming
    Gu, Jinping
    Zou, Dehong
    Yang, Hongjian
    Zhang, Yongfang
    Ding, Yuqing
    Teng, Lisong
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 8
  • [8] A new NMR-based metabolomics approach for the diagnosis of biliary tract cancer
    Wen, He
    Yoo, Sung Soo
    Kang, Jinho
    Kim, Hee Goo
    Park, Jin-Seok
    Jeong, Seok
    Lee, Jung Il
    Kwon, Hyuk Nam
    Kang, Sunmi
    Lee, Don-Haeng
    Park, Sunghyouk
    JOURNAL OF HEPATOLOGY, 2010, 52 (02) : 228 - 233
  • [9] NMR-based metabolomics approach to target biomarkers for human prostate cancer
    Jordan, Kate W.
    Cheng, Leo L.
    EXPERT REVIEW OF PROTEOMICS, 2007, 4 (03) : 389 - 400
  • [10] Metabolomics approach for predicting response to neoadjuvant chemotherapy for colorectal cancer
    Kai Yang
    Fan Zhang
    Peng Han
    Zhuo-zhong Wang
    Kui Deng
    Yuan-yuan Zhang
    Wei-wei Zhao
    Wei Song
    Yu-qing Cai
    Kang Li
    Bin-bin Cui
    Zheng-Jiang Zhu
    Metabolomics, 2018, 14