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
相关论文
共 58 条
[31]  
Naicker S, 2010, CLIN NEPHROL, V74, pS51
[32]  
NARAYANAN TK, 1976, ANTIMICROB AGENTS CH, V9, P375, DOI 10.1128/AAC.9.3.375
[33]   Untargeted Metabolomic Profiling as an Evaluative Tool of Fenofibrate-Induced Toxicology in Fischer 344 Male Rats [J].
Ohta, Tetsuya ;
Masutomi, Naoya ;
Tsutsui, Naohisa ;
Sakairi, Tetsuya ;
Mitchell, Matthew ;
Milburn, Michael V. ;
Ryals, John A. ;
Beebe, Kirk D. ;
Guo, Lining .
TOXICOLOGIC PATHOLOGY, 2009, 37 (04) :521-535
[34]   Bacterial biosynthesis on indole-3-acetic acid [J].
Patten, CL ;
Glick, BR .
CANADIAN JOURNAL OF MICROBIOLOGY, 1996, 42 (03) :207-220
[35]   Prevalence and classification of HIV-associated oral lesions [J].
Patton, LL ;
Phelan, JA ;
Ramos-Gomez, FJ ;
Nittayananta, W ;
Shiboski, CH ;
Mbuguye, TL .
ORAL DISEASES, 2002, 8 :98-109
[36]   Biomarkers for neuroAIDS: The widening scope of metabolomics [J].
Pendyala, Gurudutt ;
Want, Elizabeth J. ;
Webb, William ;
Siuzdak, Gary ;
Fox, Howard S. .
JOURNAL OF NEUROIMMUNE PHARMACOLOGY, 2007, 2 (01) :72-80
[37]   Aberrant Synthesis of Indole-3-Acetic Acid in Saccharomyces cerevisiae Triggers Morphogenic Transition, a Virulence Trait of Pathogenic Fungi [J].
Rao, Reeta Prusty ;
Hunter, Ally ;
Kashpur, Olga ;
Normanly, Jennifer .
GENETICS, 2010, 185 (01) :211-220
[38]   The science of bad breath [J].
Rosenberg, M .
SCIENTIFIC AMERICAN, 2002, 286 (04) :72-79
[39]   P-cresylsulphate, the main in vivo metabolite of p-cresol, activates leucocyte free radical production [J].
Schepers, Eva ;
Meert, Natalie ;
Glorieux, Griet ;
Goeman, Jan ;
Van der Eycken, Johan ;
Vanholder, Raymond .
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2007, 22 (02) :592-596
[40]   Breath odor: Etiopathogenesis, assessment and management [J].
Scully, C ;
ElMaaytah, M ;
Porter, SR ;
Greenman, J .
EUROPEAN JOURNAL OF ORAL SCIENCES, 1997, 105 (04) :287-293