TY - JOUR
T1 - Metabolomic profiling reveals novel biomarkers of alcohol intake and alcohol-induced liver injury in community-dwelling men
AU - Harada, Sei
AU - Takebayashi, Toru
AU - Kurihara, Ayako
AU - Akiyama, Miki
AU - Suzuki, Asako
AU - Hatakeyama, Yoko
AU - Sugiyama, Daisuke
AU - Kuwabara, Kazuyo
AU - Takeuchi, Ayano
AU - Okamura, Tomonori
AU - Nishiwaki, Yuji
AU - Tanaka, Taichiro
AU - Hirayama, Akiyoshi
AU - Sugimoto, Masahiro
AU - Soga, Tomoyoshi
AU - Tomita, Masaru
N1 - Funding Information:
Funding sources This work was supported in part by research funds from the Yamagata Prefectural Government and the city of Tsuruoka and by a Grant-in-Aid for Scientific Research (Grant Number 24390168) from the Japan Society for the Promotion of Science.
Publisher Copyright:
© 2015, The Author(s).
PY - 2016/1/1
Y1 - 2016/1/1
N2 - Objective: Metabolomics is a promising approach to the identification of biomarkers in plasma. Here, we performed a population-based, cross-sectional study to identify potential biomarkers of alcohol intake and alcohol-induced liver injury by metabolomic profiling using capillary electrophoresis-mass spectrometry (CE-MS). Methods: Fasting plasma samples were collected from 896 Japanese men who participated in the baseline survey of the Tsuruoka Metabolomics Cohort Study, and 115 polar metabolites were identified and absolutely quantified by CE-MS. Information on daily ethanol intake was collected through a standardized, self-administered questionnaire. The associations between ethanol intake and plasma concentration of metabolites were examined. Relationships between metabolite concentrations or their ratios and serum liver enzyme levels in the highest ethanol intake group (>46.0 g/day) were then examined by linear regression analysis. Replication analysis was conducted in 193 samples collected from independent population of this cohort. Results: Nineteen metabolites were identified to have an association with daily alcohol consumption both in the original and replication population. Three of these metabolites (threonine, glutamine, and guanidinosuccinate) were found to associate well with elevated levels of serum liver enzymes in the highest ethanol intake group, but not in the non-drinker group. We also found that the glutamate/glutamine ratio had a much stronger relation to serum γ-glutamyltransferase, aspartate transaminase, and alanine transaminase than glutamate or glutamine alone (standardized beta = 0.678, 0.558, 0.498, respectively). Conclusions: We found 19 metabolites associated with alcohol intake, and three biomarker candidates (threonine, guanidinosuccinate and glutamine) of alcohol-induced liver injury. Glutamate/glutamine ratio might also be good biomarker.
AB - Objective: Metabolomics is a promising approach to the identification of biomarkers in plasma. Here, we performed a population-based, cross-sectional study to identify potential biomarkers of alcohol intake and alcohol-induced liver injury by metabolomic profiling using capillary electrophoresis-mass spectrometry (CE-MS). Methods: Fasting plasma samples were collected from 896 Japanese men who participated in the baseline survey of the Tsuruoka Metabolomics Cohort Study, and 115 polar metabolites were identified and absolutely quantified by CE-MS. Information on daily ethanol intake was collected through a standardized, self-administered questionnaire. The associations between ethanol intake and plasma concentration of metabolites were examined. Relationships between metabolite concentrations or their ratios and serum liver enzyme levels in the highest ethanol intake group (>46.0 g/day) were then examined by linear regression analysis. Replication analysis was conducted in 193 samples collected from independent population of this cohort. Results: Nineteen metabolites were identified to have an association with daily alcohol consumption both in the original and replication population. Three of these metabolites (threonine, glutamine, and guanidinosuccinate) were found to associate well with elevated levels of serum liver enzymes in the highest ethanol intake group, but not in the non-drinker group. We also found that the glutamate/glutamine ratio had a much stronger relation to serum γ-glutamyltransferase, aspartate transaminase, and alanine transaminase than glutamate or glutamine alone (standardized beta = 0.678, 0.558, 0.498, respectively). Conclusions: We found 19 metabolites associated with alcohol intake, and three biomarker candidates (threonine, guanidinosuccinate and glutamine) of alcohol-induced liver injury. Glutamate/glutamine ratio might also be good biomarker.
KW - Alcohol
KW - Alcoholic liver disease
KW - Amino acids
KW - Biomarker
KW - Metabolomics
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U2 - 10.1007/s12199-015-0494-y
DO - 10.1007/s12199-015-0494-y
M3 - Article
C2 - 26459263
AN - SCOPUS:84952870164
SN - 1342-078X
VL - 21
SP - 18
EP - 26
JO - Environmental Health and Preventive Medicine
JF - Environmental Health and Preventive Medicine
IS - 1
ER -