A multi-platform metabolomics reveals possible biomarkers for the early-stage esophageal squamous cell carcinoma

被引:11
作者
Zhao, Jinhui [1 ]
Zhao, Xinshu [2 ]
Yu, Jiaying [1 ]
Gao, Siqi [1 ]
Zhang, Mingjia [1 ]
Yang, Tongshu [2 ]
Liu, Liyan [1 ,3 ]
机构
[1] Harbin Med Univ, Publ Hlth Coll, Dept Nutr & Food Hyg, Harbin, Peoples R China
[2] Harbin Med Univ, Affiliated Tumor Hosp, Harbin, Peoples R China
[3] Harbin Med Univ, Publ Hlth Coll, Dept Nutr & Food Hyg, 157 Baojian Rd, Harbin 150086, Peoples R China
关键词
Esophageal squamous cell carcinoma; Targeted metabolomics; Untargeted metabolomics; Diagnostic biomarkers; Metabolic network; TARGETED METABOLOMICS; TRYPTOPHAN-METABOLISM; AMINO-ACIDS; FATTY-ACIDS; CANCER; SUPPLEMENTATION; ASSOCIATION; PROGRESSION; SIGNATURES; LYSINE;
D O I
10.1016/j.aca.2022.340038
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Background: Esophageal squamous cell carcinoma (ESCC) is one of the most prevalent types of upper gastrointestinal malignancies. This work aimed to identify potential biomarkers for early screening for ESCC and characterize the systemic metabolic disturbances underlying ESCC using multi-platform metabolomics analysis. Methods: We divided 239 patients (the early-stage ESCC patients, n = 132; Healthy controls, n = 107) into discovery and validation sets after matching age and sex. Integrated statistical and multi-platform serum metabolomics analyses were used to screen and validate significant metabolites linked to ESCC patients. Results: Multi-platform metabolomics analyses showed that amino acid and lipid metabolism were crucial in the etiology of ESCC. Five metabolites, tryptophan (Trp), citrulline, L-carnitine, lysine, and acetyl-carnitine, were selected as potential biomarkers to establish a diagnosis panel, which showed high accuracy in distinguishing ESCC patients from healthy controls (area under the receiver operating characteristic curve, 0.873, 95% confidence interval [CI]: 0.825-0.925). Conclusions: This work laid the groundwork for understanding the etiology of ESCC. The diagnostic panel showed potential usefulness in early-stage ESCC diagnosis in clinical practice.
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页数:11
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共 61 条
  • [1] Epidemiology of Esophageal Squamous Cell Carcinoma
    Abnet, Christian C.
    Arnold, Melina
    Wei, Wen-Qiang
    [J]. GASTROENTEROLOGY, 2018, 154 (02) : 360 - 373
  • [2] Esophageal and Esophagogastric Junction Cancers, Version 2.2019
    Ajani, Jaffer A.
    D'Amico, Thomas A.
    Bentrem, David J.
    Chao, Joseph
    Corvera, Carlos
    Das, Prajnan
    Denlinger, Crystal S.
    Enzinger, Peter C.
    Fanta, Paul
    Farjah, Farhood
    Gerdes, Hans
    Gibson, Michael
    Glasgow, Robert E.
    Hayman, James A.
    Hochwald, Steven
    Hofstetter, Wayne L.
    Ilson, David H.
    Jaroszewski, Dawn
    Johung, Kimberly L.
    Keswani, Rajesh N.
    Kleinberg, Lawrence R.
    Leong, Stephen
    Ly, Quan P.
    Matkowskyj, Kristina A.
    McNamara, Michael
    Mulcahy, Mary F.
    Paluri, Ravi K.
    Park, Haeseong
    Perry, Kyle A.
    Pimiento, Jose
    Poultsides, George A.
    Roses, Robert
    Strong, Vivian E.
    Wiesner, Georgia
    Willett, Christopher G.
    Wright, Cameron D.
    McMillian, Nicole R.
    Pluchino, Lenora A.
    [J]. JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2019, 17 (07): : 855 - 883
  • [3] Protective properties of n-3 fatty acids and implications in obesity-associated breast cancer
    AL-Jawadi, Arwa
    Moussa, Hanna
    Ramalingam, Latha
    Dharmawardhane, Suranganie
    Gollahon, Lauren
    Gunaratne, Preethi
    Rahman, Rakhshanda Layeequr
    Moustaid-Moussa, Naima
    [J]. JOURNAL OF NUTRITIONAL BIOCHEMISTRY, 2018, 53 : 1 - 8
  • [4] Investigating the effects of lycopene and green tea on the metabolome of men at risk of prostate cancer: The ProDiet randomised controlled trial
    Beynon, Rhona A.
    Richmond, Rebecca C.
    Ferreira, Diana L. Santos
    Ness, Andrew R.
    May, Margaret
    Smith, George Davey
    Vincent, Emma E.
    Adams, Charleen
    Ala-Korpela, Mika
    Wurtz, Peter
    Soidinsalo, Sebastian
    Metcalfe, Christopher
    Donovan, Jenny L.
    Lane, Athene J.
    Martin, Richard M.
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2019, 144 (08) : 1918 - 1928
  • [5] Inherited Disorders of Lysine Metabolism: A Review
    Bouchereau, Juliette
    Schiff, Manuel
    [J]. JOURNAL OF NUTRITION, 2020, 150 : 2556S - 2560S
  • [6] The role of serotonin in the control of esophageal sensitivity assessed by multimodal stimulation in health
    Broers, Charlotte
    Geeraerts, Annelies
    Boecxstaens, Veerle
    Van Houtte, Brecht
    Geysen, Hannelore
    Peersman, Nele
    Vermeersch, Pieter
    Vanuytsel, Tim
    Tack, Jan
    Pauwels, Ans
    [J]. NEUROGASTROENTEROLOGY AND MOTILITY, 2021, 33 (03)
  • [7] Mass spectrometry tools and metabolite-specific databases for molecular identification in metabolomics
    Brown, M.
    Dunn, W. B.
    Dobson, P.
    Patel, Y.
    Winder, C. L.
    Francis-McIntyre, S.
    Begley, P.
    Carroll, K.
    Broadhurst, D.
    Tseng, A.
    Swainston, N.
    Spasic, I.
    Goodacre, R.
    Kell, D. B.
    [J]. ANALYST, 2009, 134 (07) : 1322 - 1332
  • [8] A Combined Proteomics and Metabolomics Profiling of Gastric Cardia Cancer Reveals Characteristic Dysregulations in Glucose Metabolism
    Cai, Zhen
    Zhao, Jiang-Sha
    Li, Jing-Jing
    Peng, Dan-Ni
    Wang, Xiao-Yan
    Chen, Tian-Lu
    Qiu, Yun-Ping
    Chen, Ping-Ping
    Li, Wen-Jie
    Xu, Li-Yan
    Li, En-Ming
    Tam, Jason P. M.
    Qi, Robert Z.
    Jia, Wei
    Xie, Dong
    [J]. MOLECULAR & CELLULAR PROTEOMICS, 2010, 9 (12) : 2617 - 2628
  • [9] Integrating transcriptome and metabolome variability to reveal pathogenesis of esophageal squamous cell carcinoma
    Cheng, Jing
    Liu, Qi
    Jin, Hai
    Zeng, Dongdong
    Liao, Yuehua
    Zhao, Yuxia
    Gao, Xianfu
    Zheng, Guangyong
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE, 2021, 1867 (01):
  • [10] Fasting serum α-hydroxybutyrate and pyroglutamic acid as important metabolites for detecting isolated post-challenge diabetes based on organic acid profiles
    Chou, Jing
    Liu, Rui
    Yu, Jiaying
    Liu, Xiaowei
    Zhao, Xinshu
    Li, Ying
    Liu, Liyan
    Sun, Changhao
    [J]. JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2018, 1100 : 6 - 16