TY - JOUR
T1 - Salivary Metabolomics for Prognosis of Oral Squamous Cell Carcinoma
AU - Ishikawa, Shigeo
AU - Sugimoto, Masahiro
AU - Konta, Tsuneo
AU - Kitabatake, Kenichiro
AU - Ueda, Shohei
AU - Edamatsu, Kaoru
AU - Okuyama, Naoki
AU - Yusa, Kazuyuki
AU - Iino, Mitsuyoshi
N1 - Funding Information:
This work was supported by grants from YU-COE(C) from Yamagata University and the Ministry of Education, Culture, Sports, Science and Technology (MEXT) KAKENHI (16K11742, 17K11897, 19K10304, and 20H05743), and research funds from Yamagata Prefectural Government and Tsuruoka City, Japan.
Publisher Copyright:
Copyright © 2022 Ishikawa, Sugimoto, Konta, Kitabatake, Ueda, Edamatsu, Okuyama, Yusa and Iino.
PY - 2022/1/5
Y1 - 2022/1/5
N2 - This study aimed to identify salivary metabolomic biomarkers for predicting the prognosis of oral squamous cell carcinoma (OSCC) based on comprehensive metabolomic analyses. Quantified metabolomics data of unstimulated saliva samples collected from patients with OSCC (n = 72) were randomly divided into the training (n = 35) and validation groups (n = 37). The training data were used to develop a Cox proportional hazards regression model for identifying significant metabolites as prognostic factors for overall survival (OS) and disease-free survival. Moreover, the validation group was used to develop another Cox proportional hazards regression model using the previously identified metabolites. There were no significant between-group differences in the participants’ characteristics, including age, sex, and the median follow-up periods (55 months [range: 3–100] vs. 43 months [range: 0–97]). The concentrations of 5-hydroxylysine (p = 0.009) and 3-methylhistidine (p = 0.012) were identified as significant prognostic factors for OS in the training group. Among them, the concentration of 3-methylhistidine was a significant prognostic factor for OS in the validation group (p = 0.048). Our findings revealed that salivary 3-methylhistidine is a prognostic factor for OS in patients with OSCC.
AB - This study aimed to identify salivary metabolomic biomarkers for predicting the prognosis of oral squamous cell carcinoma (OSCC) based on comprehensive metabolomic analyses. Quantified metabolomics data of unstimulated saliva samples collected from patients with OSCC (n = 72) were randomly divided into the training (n = 35) and validation groups (n = 37). The training data were used to develop a Cox proportional hazards regression model for identifying significant metabolites as prognostic factors for overall survival (OS) and disease-free survival. Moreover, the validation group was used to develop another Cox proportional hazards regression model using the previously identified metabolites. There were no significant between-group differences in the participants’ characteristics, including age, sex, and the median follow-up periods (55 months [range: 3–100] vs. 43 months [range: 0–97]). The concentrations of 5-hydroxylysine (p = 0.009) and 3-methylhistidine (p = 0.012) were identified as significant prognostic factors for OS in the training group. Among them, the concentration of 3-methylhistidine was a significant prognostic factor for OS in the validation group (p = 0.048). Our findings revealed that salivary 3-methylhistidine is a prognostic factor for OS in patients with OSCC.
KW - disease-free survival
KW - metabolomics
KW - oral squamous cell carcinoma (OSCC)
KW - overall survival
KW - prognosis
KW - saliva
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U2 - 10.3389/fonc.2021.789248
DO - 10.3389/fonc.2021.789248
M3 - Article
AN - SCOPUS:85123098213
SN - 2234-943X
VL - 11
JO - Frontiers in Oncology
JF - Frontiers in Oncology
M1 - 789248
ER -