Xiong Xiaojing, Chen Xu, Ma Huafeng, Zheng Zheng, Yang Yazhu, Chen Zhu, Zhou Zixi, Pu Jiaxin, Chen Qingwei, Zheng Minming
Department of Ophthalmology, Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Department of general practice, Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Front Cell Dev Biol. 2021 Dec 21;9:762500. doi: 10.3389/fcell.2021.762500. eCollection 2021.
Macular edema (ME) is the main cause of visual impairment in patients with retinal vein occlusion (RVO). The degree of ME affects the prognosis of RVO patients, while it lacks objective laboratory biomarkers. We aimed to compare aqueous humor samples from 28 patients with retinal vein occlusion macular edema (RVO-ME) to 27 age- and sex-matched controls by ultra-high-performance liquid chromatography equipped with quadrupole time-of-flight mass spectrometry, so as to identify the key biomarkers and to increase the understanding of the mechanism of RVO-ME at the molecular level. Through univariate and multivariate statistical analyses, we identified 60 metabolites between RVO-ME patients and controls and 40 differential metabolites in mild RVO-ME [300 μm ≤ central retinal thickness (CRT) < 400 μm] patients compared with severe RVO-ME (CRT ≥ 400 μm). Pathway enrichment analysis showed that valine, leucine, and isoleucine biosynthesis; ascorbate and aldarate metabolism; and pantothenate and coenzyme A biosynthesis were significantly altered in RVO-ME in comparison with controls. Compared with mild RVO-ME, degradation and biosynthesis of valine, leucine, and isoleucine; histidine metabolism; beta-alanine metabolism; and pantothenate and coenzyme A biosynthesis were significantly changed in severe RVO-ME. Furthermore, the receiver operating characteristic (ROC) curve analysis revealed that adenosine, threonic acid, pyruvic acid, and pyro-L-glutaminyl-l-glutamine could differentiate RVO-ME from controls with an area under the curve (AUC) of >0.813. Urocanic acid, diethanolamine, 8-butanoylneosolaniol, niacinamide, paraldehyde, phytosphingosine, 4-aminobutyraldehyde, dihydrolipoate, and 1-(beta-D-ribofuranosyl)-1,4-dihydronicotinamide had an AUC of >0.848 for distinguishing mild RVO-ME from severe RVO-ME. Our study expanded the understanding of metabolomic changes in RVO-ME, which could help us to have a good understanding of the pathogenesis of RVO-ME.
黄斑水肿(ME)是视网膜静脉阻塞(RVO)患者视力损害的主要原因。ME的程度影响RVO患者的预后,但其缺乏客观的实验室生物标志物。我们旨在通过配备四极杆飞行时间质谱的超高效液相色谱法,比较28例视网膜静脉阻塞性黄斑水肿(RVO-ME)患者与27例年龄和性别匹配的对照者的房水样本,以鉴定关键生物标志物,并在分子水平上增进对RVO-ME发病机制的理解。通过单变量和多变量统计分析,我们确定了RVO-ME患者与对照者之间的60种代谢物,以及轻度RVO-ME [300μm≤中心视网膜厚度(CRT)<400μm]患者与重度RVO-ME(CRT≥400μm)患者之间的40种差异代谢物。通路富集分析表明,与对照相比,缬氨酸、亮氨酸和异亮氨酸生物合成;抗坏血酸和醛糖代谢;泛酸和辅酶A生物合成在RVO-ME中显著改变。与轻度RVO-ME相比,重度RVO-ME中缬氨酸、亮氨酸和异亮氨酸的降解和生物合成;组氨酸代谢;β-丙氨酸代谢;泛酸和辅酶A生物合成显著变化。此外,受试者工作特征(ROC)曲线分析显示,腺苷、苏糖酸、丙酮酸和焦-L-谷氨酰胺-L-谷氨酰胺可将RVO-ME与对照区分开来,曲线下面积(AUC)>0.813。尿刊酸、二乙醇胺、8-丁酰新茄呢醇、烟酰胺、仲醛、植物鞘氨醇、4-氨基丁醛、二氢硫辛酸和1-(β-D-呋喃核糖基)-1,4-二氢烟酰胺区分轻度RVO-ME与重度RVO-ME的AUC>0.848。我们的研究扩展了对RVO-ME代谢组学变化的理解,这有助于我们更好地了解RVO-ME的发病机制。