Serum Metabolomic Profiling of Patients with Non-Infectious Uveitis

被引:18
作者
Shimizu, Hiroyuki [1 ]
Usui, Yoshihiko [1 ]
Asakage, Masaki [1 ]
Nezu, Naoya [1 ]
Wakita, Ryo [1 ]
Tsubota, Kinya [1 ]
Sugimoto, Masahiro [2 ]
Goto, Hiroshi [1 ]
机构
[1] Tokyo Med Univ, Dept Ophthalmol, Tokyo 1600023, Japan
[2] Tokyo Med Univ, Res & Dev Ctr Minimally Invas Therapies, Inst Med Sci, Hlth Promot & Preempt Med, Tokyo 1608402, Japan
关键词
Behҫ et’ s disease; sarcoidosis; Vogt-Koyanagi-Harada disease; metabolomics; liquid chromatography-mass spectrometry; biomarker; serum; BEHCETS-DISEASE; ACTIVATION; CRITERIA;
D O I
10.3390/jcm9123955
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The activities of various metabolic pathways can influence the pathogeneses of autoimmune diseases, and intrinsic metabolites can potentially be used to diagnose diseases. However, the metabolomic analysis of patients with uveitis has not yet been conducted. Here, we profiled the serum metabolomes of patients with three major forms of uveitis (Behs disease (BD), sarcoidosis, and Vogt-Koyanagi-Harada disease (VKH)) to identify potential biomarkers. This study included 19 BD, 20 sarcoidosis, and 15 VKH patients alongside 16 healthy control subjects. The metabolite concentrations in their sera were quantified using liquid chromatography with time-of-flight mass spectrometry. The discriminative abilities of quantified metabolites were evaluated by four comparisons: control vs. three diseases, and each disease vs. the other two diseases (such as sarcoidosis vs. BD + VKH). Among 78 quantified metabolites, 24 kinds of metabolites showed significant differences in these comparisons. Four multiple logistic regression models were developed and validated. The area under the receiver operating characteristic (ROC) curve (AUC) in the model to discriminate disease groups from control was 0.72. The AUC of the other models to discriminate sarcoidosis, BD, and VKH from the other two diseases were 0.84, 0.83, and 0.73, respectively. This study provides potential diagnostic abilities of sarcoidosis, BD, and VKH using routinely available serum samples that can be collected with minimal invasiveness.
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页数:10
相关论文
共 38 条
[1]   Urinary Metabolomic Profiling to Identify Potential Biomarkers for the Diagnosis of Behcet's Disease by Gas Chromatography/Time-of-Flight-Mass Spectrometry [J].
Ahn, Joong Kyong ;
Kim, Jungyeon ;
Hwang, Jiwon ;
Song, Juhwan ;
Kim, Kyoung Heon ;
Cha, Hoon-Suk .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (11)
[2]   A Comparative Metabolomic Evaluation of Behcet's Disease with Arthritis and Seronegative Arthritis Using Synovial Fluid [J].
Ahn, Joong Kyong ;
Kim, Sooah ;
Kim, Jungyeon ;
Hwang, Jiwon ;
Kim, Kyoung Heon ;
Cha, Hoon-Suk .
PLOS ONE, 2015, 10 (08)
[3]   Extracellular High-Mobility Group Box 1 is Increased in Patients with Behcet's Disease with Intestinal Involvement [J].
Ahn, Joong Kyong ;
Cha, Hoon-Suk ;
Bae, Eun-Kyung ;
Lee, Jaejoon ;
Koh, Eun-Mi .
JOURNAL OF KOREAN MEDICAL SCIENCE, 2011, 26 (05) :697-700
[4]   Clinical Metabolomics and Glaucoma [J].
Barbosa-Breda, Joao ;
Himmelreich, Uwe ;
Ghesquiere, Bart ;
Rocha-Sousa, Amandio ;
Stalmans, Ingeborg .
OPHTHALMIC RESEARCH, 2018, 59 (01) :1-6
[5]   The high-mobility group box I cytokine induces transporter-mediated release of glutamate from glial subcellular particles (gliosomes) prepared from in situ-matured astrocytes [J].
Bonanno, Giambattista ;
Raiteri, Luca ;
Milanese, Marco ;
Zappettini, Simona ;
Melloni, Edon ;
Peclrazzi, Marco ;
Passalacqua, Mario ;
Tacchetti, Carlo ;
Usai, Cesare ;
Sparatore, Bianca .
NEUROINFLAMMATION IN NEURONAL DEATH AND REPAIR, 2007, 82 :73-93
[6]   Metabolic Instruction of Immunity [J].
Buck, Michael D. ;
Sowell, Ryan T. ;
Kaech, Susan M. ;
Pearce, Erika L. .
CELL, 2017, 169 (04) :570-586
[7]   Plasma metabolomics study of Vogt-Koyanagi-Harada disease identifies potential diagnostic biomarkers [J].
Chen, Lin ;
Chang, Rui ;
Pan, Su ;
Xu, Jing ;
Cao, Qingfeng ;
Su, Guannan ;
Zhou, Chunjiang ;
Kijlstra, Aize ;
Yang, Peizeng .
EXPERIMENTAL EYE RESEARCH, 2020, 196
[8]   Population based assessment of uveitis in an urban population in southern India [J].
Dandona, L ;
Dandona, R ;
John, RK ;
McCarty, CA ;
Rao, GN .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2000, 84 (07) :706-709
[9]   Degree, duration, and causes of visual loss in uveitis [J].
Durrani, OM ;
Tehrani, NN ;
Marr, JE ;
Moradi, P ;
Stavrou, P ;
Murray, PI .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2004, 88 (09) :1159-1162
[10]   NUTRITIONAL-REQUIREMENTS OF ANAEROBIC CORYNEFORMS [J].
FERGUSON, DA ;
CUMMINS, CS .
JOURNAL OF BACTERIOLOGY, 1978, 135 (03) :858-867