Metabolomic Profiling of Aqueous Humor in Glaucoma Points to Taurine and Spermine Deficiency: Findings from the Eye-D Study

被引:58
作者
Buisset, Adrien [1 ]
Gohier, Philippe [1 ]
Leruez, Stephanie [1 ,2 ]
Muller, Jeanne [1 ]
Amati-Bonneau, Patrizia [2 ,3 ]
Lenaers, Guy [2 ]
Bonneau, Dominique [2 ,3 ]
Simard, Gilles [3 ]
Procaccio, Vincent [2 ,3 ]
Annweiler, Cedric [4 ,5 ,6 ,7 ,8 ]
Milea, Dan [9 ]
Reynier, Pascal [2 ,3 ]
de la Barca, Juan Manuel Chao [2 ,3 ]
机构
[1] Ctr Hosp Univ, Dept Ophthalmol, F-49100 Angers, France
[2] Univ Angers, Unite Mixte Rech MITOVASC, Equipe Mitolab, Ctr Natl Rech Sci 6015,INSERM,U1083, F-49035 Angers, France
[3] Ctr Hosp Univ, Dept Biochim & Genet, F-49933 Angers, France
[4] Angers Univ Hosp, Dept Geriatr Med, F-49035 Angers, France
[5] Angers Univ, Memory Clin, F-49035 Angers, France
[6] Res Ctr Auton & Longev, F-49035 Angers, France
[7] Univ Angers, UPRES EA 4638, F-49035 Angers, France
[8] Univ Western Ontario, Schulich Sch Med & Dent, Dept Med Biophys, Robarts Res Inst, London, ON N6A 3K7, Canada
[9] Duke NUS, Singapore Natl Eye Ctr, Singapore Eye Res Inst, Singapore 168751, Singapore
关键词
aqueous humor; glaucoma; lipidomics; metabolomics; primary open-angle glaucoma; AMINO-ACIDS; HYDROXYPROLINE; SIGNATURE; CATARACT; COLLAGEN; DBA/2J; MODEL;
D O I
10.1021/acs.jproteome.8b00915
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We compared the metabolomic profile of aqueous humor from patients with primary open-angle glaucoma (POAG; n = 26) with that of a group of age- and sex-matched non-POAG controls (n = 26), all participants undergoing cataract surgery. Supervised paired partial least squares discriminant analysis showed good predictive performance for test sets with a median area under the receiver operating characteristic of 0.89 and a p-value of 0.0087. Twenty-three metabolites allowed discrimination between the two groups. Univariate analysis after the Benjamini-Hochberg correction showed significant differences for 13 of these metabolites. The POAG metabolomic signature indicated reduced concentrations of taurine and spermine and increased concentrations of creatinine, carnitine, three short-chain acylcarnitines, 7 amino acids (glutamine, glycine, alanine, leucine, isoleucine, hydroxyl-proline, and acetyl-ornithine), 7 phosphatidylcholines, one lysophosphatidylcholine, and one sphingomyelin. This suggests an alteration of metabolites involved in osmoprotection (taurine and creatinine), neuroprotection (spermine, taurine, and carnitine), amino acid metabolism (7 amino acids and three acylcarnitines), and the remodeling of cell membranes drained by the aqueous humor (hydroxyproline and phospholipids). Five of these metabolic alterations, already reported in POAG plasma, concern spermine, C3 and C4 acylcarnitines, PC aa 34:2, and PC aa 36:4, thus highlighting their importance in the pathogenesis of glaucoma.
引用
收藏
页码:1307 / 1315
页数:9
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