Department Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO Box 30 000, 9700 AD, Groningen, the Netherlands.
Department of Internal Medicine IV (Nephrology and Hypertension), Medical University of Innsbruck, Innsbruck, Austria.
Diabetologia. 2019 Jul;62(7):1154-1166. doi: 10.1007/s00125-019-4859-4. Epub 2019 Apr 17.
AIMS/HYPOTHESIS: The sodium-glucose cotransporter 2 (SGLT2) inhibitor canagliflozin slows progression of kidney function decline in type 2 diabetes. The aim of this study was to assess the effect of the SGLT2 inhibitor canagliflozin on biomarkers for progression of diabetic kidney disease (DKD).
A canagliflozin mechanism of action (MoA) network model was constructed based on an in vitro transcriptomics experiment in human proximal tubular cells and molecular features linked to SGLT2 inhibitors from scientific literature. This model was mapped onto an established DKD network model that describes molecular processes associated with DKD. Overlapping areas in both networks were subsequently used to select candidate biomarkers that change with canagliflozin therapy. These biomarkers were measured in 296 stored plasma samples from a previously reported 2 year clinical trial comparing canagliflozin with glimepiride.
Forty-four proteins present in the canagliflozin MoA molecular model overlapped with proteins in the DKD network model. These proteins were considered candidates for monitoring impact of canagliflozin on DKD pathophysiology. For ten of these proteins, scientific evidence was available suggesting that they are involved in DKD progression. Of these, compared with glimepiride, canagliflozin 300 mg/day decreased plasma levels of TNF receptor 1 (TNFR1; 9.2%; p < 0.001), IL-6 (26.6%; p = 0.010), matrix metalloproteinase 7 (MMP7; 24.9%; p = 0.011) and fibronectin 1 (FN1; 14.9%; p = 0.055) during 2 years of follow-up.
CONCLUSIONS/INTERPRETATION: The observed reduction in TNFR1, IL-6, MMP7 and FN1 suggests that canagliflozin contributes to reversing molecular processes related to inflammation, extracellular matrix turnover and fibrosis. Trial registration ClinicalTrials.gov NCT00968812.
目的/假设:钠-葡萄糖共转运蛋白 2(SGLT2)抑制剂卡格列净可减缓 2 型糖尿病患者肾功能下降的进展。本研究旨在评估 SGLT2 抑制剂卡格列净对糖尿病肾病(DKD)进展生物标志物的影响。
基于人近端肾小管细胞的体外转录组学实验和科学文献中与 SGLT2 抑制剂相关的分子特征,构建了卡格列净作用机制(MoA)网络模型。该模型被映射到描述与 DKD 相关的分子过程的既定 DKD 网络模型上。随后,使用两个网络中的重叠区域来选择与卡格列净治疗相关的候选生物标志物。这些生物标志物是在之前报道的一项为期 2 年的比较卡格列净与格列美脲的临床试验中,对 296 份储存的血浆样本进行测量的。
在卡格列净 MoA 分子模型中存在的 44 种蛋白质与 DKD 网络模型中的蛋白质重叠。这些蛋白质被认为是监测卡格列净对 DKD 病理生理学影响的候选生物标志物。其中,有 10 种蛋白质有科学证据表明它们参与了 DKD 的进展。与格列美脲相比,卡格列净 300mg/天降低了 TNF 受体 1(TNFR1;9.2%;p<0.001)、IL-6(26.6%;p=0.010)、基质金属蛋白酶 7(MMP7;24.9%;p=0.011)和纤维连接蛋白 1(FN1;14.9%;p=0.055)在 2 年的随访期间的血浆水平。
结论/解释:观察到 TNFR1、IL-6、MMP7 和 FN1 的减少表明卡格列净有助于逆转与炎症、细胞外基质转化和纤维化相关的分子过程。试验注册ClinicalTrials.gov NCT00968812。