Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland.
J Am Soc Nephrol. 2023 Jun 1;34(6):1078-1089. doi: 10.1681/ASN.0000000000000108. Epub 2023 Mar 9.
We describe circulating proteins associated with albuminuria in a population of African American Study of Kidney Disease and Hypertension with CKD (AASK) using the largest proteomic platform to date: nearly 7000 circulating proteins, representing approximately 2000 new targets. Findings were replicated in a subset of a general population cohort with kidney disease (ARIC) and a population with CKD Chronic Renal Insufficiency Cohort (CRIC). In cross-sectional analysis, 104 proteins were significantly associated with albuminuria in the Black group, of which 67 of 77 available proteins were replicated in ARIC and 68 of 71 available proteins in CRIC. LMAN2, TNFSFR1B, and members of the ephrin superfamily had the strongest associations. Pathway analysis also demonstrated enrichment of ephrin family proteins.
Proteomic techniques have facilitated understanding of pathways that mediate decline in GFR. Albuminuria is a key component of CKD diagnosis, staging, and prognosis but has been less studied than GFR. We sought to investigate circulating proteins associated with higher albuminuria.
We evaluated the cross-sectional associations of the blood proteome with albuminuria and longitudinally with doubling of albuminuria in the African American Study of Kidney Disease and Hypertension (AASK; 38% female; mean GFR 46; median urine protein-to-creatinine ratio 81 mg/g; n =703) and replicated in two external cohorts: a subset of the Atherosclerosis Risk in Communities (ARIC) study with CKD and the Chronic Renal Insufficiency Cohort (CRIC).
In cross-sectional analysis, 104 proteins were significantly associated with albuminuria in AASK, of which 67 of 77 available proteins were replicated in ARIC and 68 of 71 available proteins in CRIC. Proteins with the strongest associations included LMAN2, TNFSFR1B, and members of the ephrin superfamily. Pathway analysis also demonstrated enrichment of ephrin family proteins. Five proteins were significantly associated with worsening albuminuria in AASK, including LMAN2 and EFNA4, which were replicated in ARIC and CRIC.
Among individuals with CKD, large-scale proteomic analysis identified known and novel proteins associated with albuminuria and suggested a role for ephrin signaling in albuminuria progression.
本研究采用迄今为止最大的蛋白质组学平台,即近 7000 种循环蛋白,代表约 2000 个新靶点,对非洲裔美国肾脏病和高血压研究中的白蛋白尿患者(AASK)的循环蛋白进行了描述。在肾脏病的一般人群队列(ARIC)亚组和慢性肾脏功能不全队列(CRIC)中对发现结果进行了复制。在横断面分析中,黑人组中有 104 种蛋白与白蛋白尿显著相关,其中 77 种可用蛋白中的 67 种在 ARIC 中得到复制,71 种可用蛋白中的 68 种在 CRIC 中得到复制。LMAN2、TNFSFR1B 和 Ephrin 超家族成员具有最强的关联。通路分析还表明 Ephrin 家族蛋白丰富。
蛋白质组学技术促进了对介导肾小球滤过率下降的途径的理解。白蛋白尿是 CKD 诊断、分期和预后的关键组成部分,但研究不如肾小球滤过率多。我们试图研究与较高白蛋白尿相关的循环蛋白。
我们评估了血液蛋白质组与白蛋白尿的横断面关联,并在非洲裔美国肾脏病和高血压研究(AASK)中进行了纵向研究,该研究的白蛋白尿翻了一番(38%为女性;平均肾小球滤过率为 46;尿蛋白/肌酐比中位数为 81mg/g;n=703),并在两个外部队列中进行了复制:动脉粥样硬化风险社区研究(ARIC)中患有 CKD 的亚组和慢性肾脏功能不全队列(CRIC)。
在横断面分析中,AASK 中有 104 种蛋白与白蛋白尿显著相关,其中 77 种可用蛋白中的 67 种在 ARIC 中得到复制,71 种可用蛋白中的 68 种在 CRIC 中得到复制。关联最强的蛋白包括 LMAN2、TNFSFR1B 和 Ephrin 超家族成员。通路分析还表明 Ephrin 家族蛋白丰富。在 AASK 中,有 5 种蛋白与白蛋白尿恶化显著相关,包括 LMAN2 和 EFNA4,它们在 ARIC 和 CRIC 中得到了复制。
在 CKD 患者中,大规模蛋白质组学分析鉴定了与白蛋白尿相关的已知和新蛋白,并提示 Ephrin 信号在白蛋白尿进展中起作用。