Metabolomics Reveals Differential Levels of Oral Metabolites in HIV-Infected Patients: Toward Novel Diagnostic Targets

被引:37
作者
Ghannoum, Mahmoud A. [1 ,2 ]
Mukherjee, Pranab K. [2 ]
Jurevic, Richard J. [3 ]
Retuerto, Mauricio [2 ]
Brown, Robert E. [4 ]
Sikaroodi, Masoumeh [4 ]
Webster-Cyriaque, Jennifer [5 ]
Gillevet, Patrick M. [4 ]
机构
[1] Case Western Reserve Univ, Dept Dermatol, Ctr Med Mycol, Cleveland, OH 44106 USA
[2] Univ Hosp Case Med Ctr, Cleveland, OH USA
[3] Case Western Reserve Univ, Sch Dent, Cleveland, OH 44106 USA
[4] George Mason Univ, Manassas, VA USA
[5] Univ N Carolina, Chapel Hill, NC USA
基金
美国国家卫生研究院;
关键词
SACCHAROMYCES-CEREVISIAE; ANTIRETROVIRAL THERAPY; PATTERN-RECOGNITION; CANDIDA; DEGRADATION; INHIBITION; ACID; IDENTIFICATION; PSEUDOHYPHAE; PREVALENCE;
D O I
10.1089/omi.2011.0035
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
The objective of the current study was to characterize the profile of oral metabolites in HIV-infected patients using metabolomics. Oral wash samples were collected from 12 HIV-infected and 12 healthy individuals (matched for age, sex, and ethnicity), processed, and analyzed by metabolomics. We detected 198 identifiable and 85 nonidentifiable metabolites; 27 identifiable metabolites were differentially present (12 increased, 15 decreased) in HIV-infected patients. Elevated metabolites included p-cresol sulfate, nucleotides (e.g., allantoin), and amino acids (e.g., phenylalanine, tryptophan), whereas decreased oral metabolites included fucose, fumarate, and N-acetylglucosamine. Pathway network analysis revealed the largest multinode network in healthy versus HIV-infected patients to involve carbohydrate biosynthesis and degradation. HIV-infected patients on antiretroviral therapy (ART) showed the largest number (12) of statistically significant metabolite correlation differences compared with healthy controls. Interestingly, the oral phenlyalanine: tyrosine ratio increased in ART-naive HIV-infected patients (mean +/- SEM = 2.58 +/- 0.87) compared with healthy individuals (1.33 +/- 0.10, p = 0.062) or ART-experienced patients (1.78 +/- 0.30, p = 0.441). This is the first study to reveal differential levels of oral metabolites in HIV-infected patients compared withj healthy volunteers, and that oral phenlyalanine: tyrosine ratio may be a useful marker for noninvasive monitoring of the immune status during HIV infection.
引用
收藏
页码:5 / 15
页数:11
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