Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States.
Departments of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States.
Invest Ophthalmol Vis Sci. 2022 Aug 2;63(9):15. doi: 10.1167/iovs.63.9.15.
The etiology of exfoliation glaucoma (XFG) is poorly understood. We aimed to identify a prediagnostic plasma metabolomic signature associated with XFG.
We conducted a 1:1 matched case-control study nested within the Nurses' Health Study and Health Professionals Follow-up Study. We collected blood samples in 1989-1990 (Nurses' Health Study) and 1993-1995 (Health Professionals Follow-up Study). We identified 205 incident XFG cases through 2016 (average time to diagnosis from blood draw = 11.8 years) who self-reported glaucoma and were confirmed as XFG cases with medical records. We profiled plasma metabolites using liquid chromatography-mass spectrometry. We evaluated 379 known metabolites (transformed for normality using probit scores) using multiple conditional logistic models. Metabolite set enrichment analysis was used to identify metabolite classes associated with XFG. To adjust for multiple comparisons, we used number of effective tests (NEF) and the false discovery rate (FDR).
Mean age of cases (n = 205) at diagnosis was 71 years; 85% were women and more than 99% were Caucasian; controls (n = 205) reported eye examinations as of the matched cases' index date. Thirty-three metabolites were nominally significantly associated with XFG (P < 0.05), and 4 metabolite classes were FDR-significantly associated. We observed positive associations for lysophosphatidylcholines (FDR = 0.02) and phosphatidylethanolamine plasmalogens (FDR = 0.004) and inverse associations for triacylglycerols (FDR < 0.0001) and steroids (FDR = 0.03). In particular, the multivariable-adjusted odds ratio with each 1 standard deviation higher plasma cortisone levels was 0.49 (95% confidence interval, 0.32-0.74; NEF = 0.05).
In plasma from a decade before diagnosis, lysophosphatidylcholines and phosphatidylethanolamine plasmalogens were positively associated and triacylglycerols and steroids (e.g., cortisone) were inversely associated with XFG risk.
剥脱性青光眼(XFG)的病因尚不清楚。我们旨在确定与 XFG 相关的预诊断血浆代谢组学特征。
我们开展了一项 1:1 匹配的病例对照研究,嵌套在护士健康研究和健康专业人员随访研究中。我们于 1989-1990 年(护士健康研究)和 1993-1995 年(健康专业人员随访研究)采集了血液样本。我们通过 2016 年的记录(从采血到诊断的平均时间= 11.8 年)识别出 205 例 XFG 新发病例,这些患者自述患有青光眼,并通过病历被确认为 XFG 病例。我们使用液相色谱-质谱法对血浆代谢物进行了分析。我们使用多个条件逻辑回归模型评估了 379 种已知代谢物(使用概率评分进行正态变换)。代谢物集富集分析用于确定与 XFG 相关的代谢物类别。为了调整多重比较,我们使用有效测试数(NEF)和假发现率(FDR)。
病例(n=205)的平均发病年龄为 71 岁;85%为女性,超过 99%为白种人;对照组(n=205)根据匹配病例的索引日期报告了眼部检查。33 种代谢物与 XFG 有显著关联(P<0.05),4 种代谢物类别与 FDR 显著相关。我们观察到溶血磷脂酰胆碱呈正相关(FDR=0.02),磷酯酰乙醇胺溶血磷脂呈正相关(FDR=0.004),三酰甘油呈负相关(FDR<0.0001),类固醇呈负相关(FDR=0.03)。特别是,血浆皮质酮水平每升高 1 个标准差,多变量校正后的比值比为 0.49(95%置信区间,0.32-0.74;NEF=0.05)。
在诊断前 10 年的血浆中,溶血磷脂酰胆碱和磷酯酰乙醇胺溶血磷脂呈正相关,三酰甘油和类固醇(如皮质酮)呈负相关,与 XFG 风险相关。