Zekavat Seyedeh Maryam, Sekimitsu Sayuri, Ye Yixuan, Raghu Vineet, Zhao Hongyu, Elze Tobias, Segrè Ayellet V, Wiggs Janey L, Natarajan Pradeep, Del Priore Lucian, Zebardast Nazlee, Wang Jay C
Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, Connecticut; Computational Biology & Bioinformatics Program, Yale University, New Haven, Connecticut; Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Tufts University School of Medicine, Boston, Massachusetts.
Ophthalmology. 2022 Jun;129(6):694-707. doi: 10.1016/j.ophtha.2022.02.001. Epub 2022 Feb 8.
Despite widespread use of OCT, an early-stage imaging biomarker for age-related macular degeneration (AMD) has not been identified. Pathophysiologically, the timing of drusen accumulation in relationship to photoreceptor degeneration in AMD remains unclear, as are the inherited genetic variants contributing to these processes. Herein, we jointly analyzed OCT, electronic health record data, and genomic data to characterize the time sequence of changes in retinal layer thicknesses in AMD, as well as epidemiologic and genetic associations between retinal layer thicknesses and AMD.
Cohort study.
Forty-four thousand eight hundred twenty-three individuals from the UK Biobank (enrollment age range, 40-70 years; 54% women; median follow-up, 10 years).
The Topcon Advanced Boundary Segmentation algorithm was used for retinal layer segmentation. We associated 9 retinal layer thicknesses with prevalent AMD (present at enrollment) in a logistic regression model and with incident AMD (diagnosed after enrollment) in a Cox proportional hazards model. Next, we associated AMD-associated genetic alleles, individually and as a polygenic risk score (PRS), with retinal layer thicknesses. All analyses were adjusted for age, age-squared (age), sex, smoking status, and principal components of ancestry.
Prevalent and incident AMD.
Photoreceptor segment (PS) thinning was observed throughout the lifespan of individuals analyzed, whereas retinal pigment epithelium (RPE) and Bruch's membrane (BM) complex thickening started after 57 years of age. Each standard deviation (SD) of PS thinning and RPE-BM complex thickening was associated with incident AMD (PS: hazard ratio [HR], 1.35; 95% confidence interval [CI], 1.23-1.47; P = 3.7 × 10; RPE-BM complex: HR, 1.14; 95% CI, 1.06-1.22; P = 0.00024). The AMD PRS was associated with PS thinning (β, -0.21 SD per twofold genetically increased risk of AMD; 95% CI, -0.23 to -0.19; P = 2.8 × 10), and its association with RPE-BM complex was U-shaped (thinning with AMD PRS less than the 92nd percentile and thickening with AMD PRS more than the 92nd percentile). The loci with strongest support for genetic correlation were AMD risk-raising variants Complement Factor H (CFH):rs570618-T, CFH:rs10922109-C, and Age-Related Maculopathy Susceptibility 2 (ARMS2)/High-Temperature Requirement Serine Protease 1 (HTRA1):rs3750846-C on PS thinning and SYN3/Tissue Inhibitor of Metalloprotease 3 (TIMP3):rs5754227-T on RPE-BM complex thickening.
Epidemiologically, PS thinning precedes RPE-BM complex thickening by decades and is the retinal layer most strongly predictive of future AMD risk. Genetically, AMD risk variants are associated with decreased PS thickness. Overall, these findings support PS thinning as an early-stage biomarker for future AMD development.
尽管光学相干断层扫描(OCT)已被广泛应用,但尚未确定年龄相关性黄斑变性(AMD)的早期成像生物标志物。在病理生理学上,AMD中玻璃膜疣积聚与光感受器变性的时间关系仍不清楚,导致这些过程的遗传变异也不明确。在此,我们联合分析了OCT、电子健康记录数据和基因组数据,以表征AMD中视网膜层厚度变化的时间序列,以及视网膜层厚度与AMD之间的流行病学和遗传关联。
队列研究。
来自英国生物银行的44823名个体(入组年龄范围为40 - 70岁;54%为女性;中位随访时间为10年)。
使用拓普康高级边界分割算法进行视网膜层分割。我们在逻辑回归模型中将9种视网膜层厚度与现患AMD(入组时存在)相关联,并在Cox比例风险模型中将其与新发AMD(入组后诊断)相关联。接下来,我们将与AMD相关的基因等位基因单独以及作为多基因风险评分(PRS)与视网膜层厚度相关联。所有分析均针对年龄、年龄平方、性别、吸烟状况和祖先的主成分进行了调整。
现患和新发AMD。
在分析的个体整个生命周期中均观察到光感受器节段(PS)变薄,但视网膜色素上皮(RPE)和布鲁赫膜(BM)复合体增厚在57岁后才开始。PS变薄和RPE - BM复合体增厚的每一个标准差(SD)都与新发AMD相关(PS:风险比[HR],1.35;95%置信区间[CI],1.23 - 1.47;P = 3.7×10;RPE - BM复合体:HR,1.14;95% CI,1.06 - 1.22;P = 0.00024)。AMD PRS与PS变薄相关(β,每遗传风险增加两倍,PS变薄 - 0.21 SD;95% CI, - 0.23至 - 0.19;P = 2.8×10),并且其与RPE - BM复合体的关联呈U形(当AMD PRS低于第92百分位数时变薄,高于第92百分位数时增厚)。对遗传相关性支持最强的基因座是与PS变薄相关的AMD风险增加变异体补体因子H(CFH):rs570618 - T、CFH:rs10922109 - C以及年龄相关性黄斑病变易感性2(ARMS2)/高温需求丝氨酸蛋白酶1(HTRA1):rs3750846 - C,以及与RPE - BM复合体增厚相关的SYN3/金属蛋白酶组织抑制剂3(TIMP3):rs5754227 - T。
在流行病学上,PS变薄比RPE - BM复合体增厚早几十年出现,并且是未来AMD风险的最强预测视网膜层。在遗传学上,AMD风险变异体与PS厚度降低相关。总体而言,这些发现支持PS变薄作为未来AMD发展的早期生物标志物。