Chen X T, Gao N, Kou Z Y, Wu G J, Jiang Y F, Yang J, Bai X M, Dong L J, Tian F
Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, Tianjin 300384, China.
Zhonghua Yan Ke Za Zhi. 2024 Jun 11;60(6):518-527. doi: 10.3760/cma.j.cn112142-20240106-00013.
To explore the differences in metabolites and metabolic pathways in the aqueous humor between patients with presenile cataracts and senile cataracts. This metabolomic study was conducted at Tianjin Medical University Eye Hospital from August 2020 to September 2022. Eight patients with presenile cataracts (8 eyes) and 8 patients with senile cataracts (9 eyes) were included. Data were collected, including age, gender, preoperative uncorrected visual acuity, intraocular pressure, lens dysfunction index, and axial length. Aqueous humor and anterior capsule tissue samples were obtained during cataract surgery. Metabolites in the aqueous humor were detected using Liquid Chromatography-Mass Spectrometry in a non-targeted approach. The principal component analysis, differential analysis, clustering analysis, and correlation analysis were performed to identify differentially expressed metabolites. These metabolites were ranked based on the fold change (FC). The receiver operating characteristic (ROC) curve analysis and metabolic enrichment analysis were used to identify differential pathways and potential biomarkers for presenile cataracts. Immunohistochemistry was conducted on anterior capsule tissues, and pyruvate levels were measured by colorimetry to validate metabolomic results. Patients with presenile cataracts included 7 males and 1 female, with a mean age of (37.50±4.90) years. Patients with senile cataracts were 7 males and 1 female, with a mean age of (73.44±5.22) years. Except for age, there were no significant differences in baseline data (>0.05). A total of 347 differential metabolites were identified, 10 of which were potential biomarkers for presenile cataract according to the ROC curve analysis (all <0.05), including propoxycaine (logFC=7.26), 2-methyl-2, 3, 4, 5-tetrahydro-1, 5-benzodiazepine-4-ketone (logFC=6.35), -pyroglutamic acid (logFC=-1.72), leanly-proline (logFC=-0.77), and choline (logFC=-0.56) in the positive ion mode, and N-phenylacetyl glutamine (logFC=-1.84), pyruvate (logFC=1.07), ascorbic acid (logFC=0.92), pseudouracil nucleoside (logFC=-0.68), and palmitic acid (logFC=-0.51) in the negative ion mode. The metabolic enrichment analysis identified 72 differential pathways (32 cationic and 40 anionic), with significant differences in glutathione metabolism, cysteine and methionine metabolism, glycolysis or gluconeogenesis, pyruvate metabolism, and the citric acid cycle (<0.05). The experimental validation showed reduced lactate dehydrogenase and increased pyruvate levels in patients with presenile cataracts (<0.05). Pyruvate and nine other metabolites may serve as potential biomarkers for presenile cataracts. Pathways involving glutathione metabolism, cysteine and methionine metabolism, glycolysis or gluconeogenesis, pyruvate metabolism, and the citric acid cycle are notably dysregulated in patients with presenile cataracts.
探讨早老性白内障和老年性白内障患者房水中代谢物及代谢途径的差异。本代谢组学研究于2020年8月至2022年9月在天津医科大学眼科医院进行。纳入8例早老性白内障患者(8只眼)和8例老年性白内障患者(9只眼)。收集的数据包括年龄、性别、术前未矫正视力、眼压、晶状体功能障碍指数和眼轴长度。在白内障手术期间获取房水和前囊膜组织样本。采用液相色谱 - 质谱联用的非靶向方法检测房水中的代谢物。进行主成分分析、差异分析、聚类分析和相关性分析以鉴定差异表达的代谢物。这些代谢物根据变化倍数(FC)进行排序。采用受试者工作特征(ROC)曲线分析和代谢富集分析来鉴定早老性白内障的差异途径和潜在生物标志物。对前囊膜组织进行免疫组织化学检测,并通过比色法测量丙酮酸水平以验证代谢组学结果。早老性白内障患者中男性7例,女性1例,平均年龄为(37.50±4.90)岁。老年性白内障患者中男性7例,女性1例,平均年龄为(73.44±5.22)岁。除年龄外,基线数据无显著差异(>0.05)。共鉴定出347种差异代谢物,根据ROC曲线分析,其中10种为早老性白内障的潜在生物标志物(均<0.05),包括正离子模式下的丙氧卡因(logFC = 7.26)、2 - 甲基 - 2,3,4,5 - 四氢 - 1,5 - 苯并二氮杂䓬 - 4 - 酮(logFC = 6.35)、焦谷氨酸(logFC = -1.72)、亮氨酸 - 脯氨酸(logFC = -0.77)和胆碱(logFC = -0.56),以及负离子模式下的N - 苯乙酰谷氨酰胺(logFC = -1.84)、丙酮酸(logFC = 1.07)、抗坏血酸(logFC = 0.92)、假尿嘧啶核苷(logFC = -0.68)和棕榈酸(logFC = -0.51)。代谢富集分析鉴定出72条差异途径(32条阳离子途径和40条阴离子途径),谷胱甘肽代谢、半胱氨酸和甲硫氨酸代谢、糖酵解或糖异生、丙酮酸代谢和柠檬酸循环存在显著差异(<0.05)。实验验证表明早老性白内障患者乳酸脱氢酶降低,丙酮酸水平升高(<0.05)。丙酮酸和其他九种代谢物可能作为早老性白内障的潜在生物标志物。早老性白内障患者中涉及谷胱甘肽代谢、半胱氨酸和甲硫氨酸代谢、糖酵解或糖异生、丙酮酸代谢和柠檬酸循环的途径明显失调。