Aylward Ryan E, Hayward Samantha, Chesnaye Nicholas C, Janse Roemer J, Jonsson P Andreas, Torino Claudia, Demetrio Antonio, Szymczak Maciej, Drechsler Christiane, Dekker Friedo W, Evans Marie, Jager Kitty J, Wanner Christoph, Rayner Brian, Ben-Shlomo Yoav, Tiffin Nicki, Caskey Fergus J, Birnie Kate
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Division of Nephrology and Hypertension, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.
Clin Kidney J. 2025 Mar 18;18(4):sfaf079. doi: 10.1093/ckj/sfaf079. eCollection 2025 Apr.
Cardiovascular disease and chronic kidney disease (CKD) progression pathophysiology are similar. We investigated associations of cardiometabolic protein expression and pathways with kidney function decline in older adults with advanced CKD referred for nephrology assessment.
Two plasma proteomic panels analysed at baseline (Olink cardiometabolic T96 and cardiovascular II T96, Uppsala, Sweden) and longitudinal estimated glomerular filtration rate (eGFR) data from European adults aged >65 years with a single eGFR of <20 mL/min/1.73 m [European Quality (EQUAL) Study] were used to explore mechanisms of CKD progression. Protein-slope associations were estimated using generalized linear mixed-effects models and with a false-discovery rate < .05 taken to validation to verify the effect size of the association. Proteins were further modularized into biological pathways using pathway enrichment analysis.
A discovery sub-cohort of 238 complete-case participants from Germany, the UK and Poland (median age 76 years, 41% female sex, median baseline eGFR 17.8 mL/min/1.73 m) were included and 246 participants from Sweden formed the validation sub-cohort (median age 75 years, 28% female, median baseline eGFR 17.5 mL/min/1.73 m). Of the 175 analysed proteins, higher expression levels of Receptor-type tyrosine-protein phosphatase S [-15.4% change in eGFR per year per doubling of protein expression; 95% confidence interval (CI) -23.5%, -7.6%], Insulin-like growth factor binding protein 6 (-7.9%; 95% CI -12.3%, -3.5%) and Ficolin 2 (-7.4%; 95% CI -12.0%, -2.8%) showed a validated association with eGFR decline.
Higher expression levels of proteins and biological pathways involving fibrogenesis and the complement cascade were found to be associated with kidney function loss. However, study limitations and unavailability of concurrent kidney cellular proteomic signatures necessitate further study.
心血管疾病与慢性肾脏病(CKD)进展的病理生理学相似。我们研究了心脏代谢蛋白表达及通路与转诊至肾脏科评估的老年晚期CKD患者肾功能下降之间的关联。
使用在基线时分析的两个血浆蛋白质组学面板(瑞典乌普萨拉的Olink心脏代谢T96和心血管II T96)以及来自欧洲65岁以上成年人的纵向估计肾小球滤过率(eGFR)数据(单次eGFR <20 mL/min/1.73 m²)[欧洲质量(EQUAL)研究]来探究CKD进展的机制。使用广义线性混合效应模型估计蛋白质 - 斜率关联,并采用错误发现率<0.05进行验证以核实关联的效应大小。使用通路富集分析将蛋白质进一步模块化到生物通路中。
纳入了来自德国、英国和波兰的238例完整病例参与者组成的发现亚队列(中位年龄76岁,41%为女性,中位基线eGFR为17.8 mL/min/1.73 m²),来自瑞典的246例参与者组成验证亚队列(中位年龄75岁,28%为女性,中位基线eGFR为17.5 mL/min/1.73 m²)。在175种分析的蛋白质中,受体型酪氨酸蛋白磷酸酶S表达水平升高[蛋白质表达每增加一倍,eGFR每年变化 -15.4%;95%置信区间(CI)-23.5%,-7.6%]、胰岛素样生长因子结合蛋白6(-7.9%;95% CI -12.3%,-3.5%)和纤维胶凝蛋白2(-7.4%;95% CI -12.0%,-2.8%)与eGFR下降存在经验证的关联。
发现涉及纤维生成和补体级联反应的蛋白质及生物通路的较高表达水平与肾功能丧失有关。然而,研究的局限性以及同时期肾脏细胞蛋白质组学特征的不可用性需要进一步研究。