TY - JOUR
T1 - Physiological and environmental parameters associated with mass spectrometry-based salivary metabolomic profiles
AU - Sugimoto, Masahiro
AU - Saruta, Juri
AU - Matsuki, Chisa
AU - To, Masahiro
AU - Onuma, Hiromi
AU - Kaneko, Miku
AU - Soga, Tomoyoshi
AU - Tomita, Masaru
AU - Tsukinoki, Keiichi
N1 - Funding Information:
Acknowledgments This work was supported by a Grant-in-Aid for Scientific Research (B) (KAKENHI 23390420) and by research funds from the Yamagata Prefectural Government and the city of Tsuruoka. We wish to thank all of the volunteers at Yokohama School of Dental Technology and Kanagawa Dental College who provided saliva samples.
PY - 2013/4
Y1 - 2013/4
N2 - Mass spectrometry (MS)-based metabolomic methods enable simultaneous profiling of hundreds of salivary metabolites, and may be useful to diagnose a wide range of diseases using saliva. However, few studies have evaluated the effects of physiological or environmental factors on salivary metabolomic profiles. Therefore, we used capillary electrophoresis-MS to analyze saliva metabolite profiles in 155 subjects with reasonable oral hygiene, and examined the effects of physiological and environmental factors on the metabolite profiles. Overall, 257 metabolites were identified and quantified. The global profiles and individual metabolites were evaluated by principle component analysis and univariate tests, respectively. Collection method, collection time, sex, body mass index, and smoking affected the global metabolite profiles. However, age also might contribute to the bias in sex and collection time. The profiles were relatively unaffected by other parameters, such as alcohol consumption and smoking, tooth brushing, or the use of medications or nutritional supplements. Temporomandibular joint disorders had relatively greater effects on salivary metabolites than other dental abnormalities (e. g., stomatitis, tooth alignment, and dental caries). These findings provide further insight into the diversity and stability of salivary metabolomic profiles, as well as the generalizability of disease-specific biomarkers.
AB - Mass spectrometry (MS)-based metabolomic methods enable simultaneous profiling of hundreds of salivary metabolites, and may be useful to diagnose a wide range of diseases using saliva. However, few studies have evaluated the effects of physiological or environmental factors on salivary metabolomic profiles. Therefore, we used capillary electrophoresis-MS to analyze saliva metabolite profiles in 155 subjects with reasonable oral hygiene, and examined the effects of physiological and environmental factors on the metabolite profiles. Overall, 257 metabolites were identified and quantified. The global profiles and individual metabolites were evaluated by principle component analysis and univariate tests, respectively. Collection method, collection time, sex, body mass index, and smoking affected the global metabolite profiles. However, age also might contribute to the bias in sex and collection time. The profiles were relatively unaffected by other parameters, such as alcohol consumption and smoking, tooth brushing, or the use of medications or nutritional supplements. Temporomandibular joint disorders had relatively greater effects on salivary metabolites than other dental abnormalities (e. g., stomatitis, tooth alignment, and dental caries). These findings provide further insight into the diversity and stability of salivary metabolomic profiles, as well as the generalizability of disease-specific biomarkers.
KW - Capillary electrophoresis
KW - Mass spectrometry
KW - Metabolomics
KW - Oral hygiene
KW - Saliva
KW - Temporomandibular joint disorders
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U2 - 10.1007/s11306-012-0464-y
DO - 10.1007/s11306-012-0464-y
M3 - Article
AN - SCOPUS:84875529148
SN - 1573-3882
VL - 9
SP - 454
EP - 463
JO - Metabolomics
JF - Metabolomics
IS - 2
ER -