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慢性肾脏病患者的蛋白质组学与新发肾衰竭:非裔美国人肾脏疾病与高血压研究及波士顿肾脏活检队列研究

Proteomics and Incident Kidney Failure in Individuals With CKD: The African American Study of Kidney Disease and Hypertension and the Boston Kidney Biopsy Cohort.

作者信息

Chen Teresa K, Surapaneni Aditya L, Schmidt Insa M, Waikar Sushrut S, Coresh Josef, Liu Hongbo, Susztak Katalin, Rhee Eugene P, Liu Celina, Schlosser Pascal, Grams Morgan E

机构信息

Kidney Health Research Collaborative and Division of Nephrology, Department of Medicine, University of California, San Francisco, CA.

San Francisco VA Health Care System, San Francisco, CA.

出版信息

Kidney Med. 2024 Oct 16;6(12):100921. doi: 10.1016/j.xkme.2024.100921. eCollection 2024 Dec.

Abstract

RATIONALE & OBJECTIVE: Individuals with chronic kidney disease (CKD) are at increased risk of morbidity and mortality, particularly as they progress to kidney failure. Identifying circulating proteins that underlie kidney failure development may guide the discovery of new targets for intervention.

STUDY DESIGN

Prospective cohort.

SETTING & PARTICIPANTS: 703 African American Study of Kidney Disease and Hypertension (AASK) and 434 Boston Kidney Biopsy Cohort (BKBC) participants with baseline proteomics data.

EXPOSURES

Circulating proteins measured using SomaScan.

OUTCOMES

Kidney failure, defined as dialysis initiation or kidney transplantation.

ANALYTICAL APPROACH

Using adjusted Cox models, we studied associations of 6,284 circulating proteins with kidney failure risk separately in AASK and BKBC and meta-analyzed results. We then performed gene set enrichment analyses to identify underlying perturbations in biological pathways. In separate data sets with kidney-tissue level gene expression, we ascertained dominant regions of expression and correlated kidney tubular gene expression with fibrosis and estimated glomerular filtration rate (eGFR).

RESULTS

Over median follow-up periods of 8.8 and 3.1 years, 210 AASK (mean age: 55 years, 39% female, mean GFR: 46 mL/min/1.73 m) and 115 BKBC (mean age: 54 years, 47% female, mean eGFR: 51 mL/min/1.73 m) participants developed kidney failure, respectively. We identified 143 proteins that were associated with incident kidney failure, of which only 1 (Testican-2) had a lower risk. Notable proteins included those related to vascular permeability (endothelial cell-selective adhesion molecule), glomerulosclerosis (ephrin-A1), glomerular development (ephrin-B2), intracellular sorting/transport (vesicular integral-membrane protein VIP36), podocyte effacement (pigment epithelium-derived factor), complement activation (complement decay-accelerating factor), and fibrosis (ephrin-A1, ephrin-B2, and pigment epithelium-derived factor). Gene set enrichment analyses detected overrepresented pathways that could be related to CKD progression, such as ephrin signaling, cell-cell junctions, intracellular transport, immune response, cell proliferation, and apoptosis. At the kidney level, glomerular expression predominated for genes corresponding to circulating proteins of interest, and several gene expression levels were correlated with eGFR and/or fibrosis.

LIMITATIONS

Possible residual confounding.

CONCLUSIONS

Multimodal data identified proteins and pathways associated with the development of kidney failure.

摘要

原理与目的

慢性肾脏病(CKD)患者的发病和死亡风险增加,尤其是在进展至肾衰竭时。识别导致肾衰竭发生的循环蛋白可能有助于发现新的干预靶点。

研究设计

前瞻性队列研究。

研究地点与参与者

703名参加非裔美国人肾脏疾病与高血压研究(AASK)的患者以及434名参加波士顿肾脏活检队列(BKBC)的患者,均有基线蛋白质组学数据。

暴露因素

使用SomaScan检测循环蛋白。

研究结局

肾衰竭,定义为开始透析或进行肾脏移植。

分析方法

我们使用校正后的Cox模型,分别在AASK和BKBC中研究了6284种循环蛋白与肾衰竭风险的关联,并对结果进行了荟萃分析。然后,我们进行了基因集富集分析,以确定生物途径中的潜在扰动。在具有肾脏组织水平基因表达的单独数据集中,我们确定了主要的表达区域,并将肾小管基因表达与纤维化和估计的肾小球滤过率(eGFR)相关联。

结果

在AASK队列中位随访8.8年、BKBC队列中位随访3.1年期间,分别有210名AASK参与者(平均年龄:55岁,39%为女性,平均GFR:46 mL/min/1.73m²)和115名BKBC参与者(平均年龄:54岁,47%为女性,平均eGFR:51 mL/min/1.73m²)发生肾衰竭。我们鉴定出143种与新发肾衰竭相关的蛋白,其中只有1种(Testican-2)与较低风险相关。值得注意的蛋白包括与血管通透性相关的蛋白(内皮细胞选择性黏附分子)、肾小球硬化相关蛋白(ephrin-A1)、肾小球发育相关蛋白(ephrin-B2)、细胞内分选/运输相关蛋白(囊泡整合膜蛋白VIP36)、足细胞消失相关蛋白(色素上皮衍生因子)、补体激活相关蛋白(补体衰变加速因子)以及纤维化相关蛋白(ephrin-A1、ephrin-B2和色素上皮衍生因子)。基因集富集分析检测到一些可能与CKD进展相关的过度表达途径,如ephrin信号传导、细胞间连接、细胞内运输、免疫反应、细胞增殖和细胞凋亡。在肾脏水平,与感兴趣的循环蛋白相对应的基因在肾小球表达中占主导地位,并且几种基因表达水平与eGFR和/或纤维化相关。

局限性

可能存在残余混杂因素。

结论

多模态数据识别出了与肾衰竭发生相关的蛋白和途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6456/11615895/412e604ad1b9/gr1.jpg

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