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柠檬酸转运蛋白SLC13A5作为肾脏疾病的治疗靶点:来自孟德尔随机化的证据为药物开发提供信息

The citrate transporter SLC13A5 as a therapeutic target for kidney disease: evidence from Mendelian randomization to inform drug development.

作者信息

Gill Dipender, Zagkos Loukas, Gill Rubinder, Benzing Thomas, Jordan Jens, Birkenfeld Andreas L, Burgess Stephen, Zahn Grit

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.

Primula Group Ltd, London, UK.

出版信息

BMC Med. 2023 Dec 18;21(1):504. doi: 10.1186/s12916-023-03227-5.

Abstract

BACKGROUND

Solute carrier family 13 member 5 (SLC13A5) is a Na-coupled citrate co-transporter that mediates entry of extracellular citrate into the cytosol. SLC13A5 inhibition has been proposed as a target for reducing progression of kidney disease. The aim of this study was to leverage the Mendelian randomization paradigm to gain insight into the effects of SLC13A5 inhibition in humans, towards prioritizing and informing clinical development efforts.

METHODS

The primary Mendelian randomization analyses investigated the effect of SLC13A5 inhibition on measures of kidney function, including creatinine and cystatin C-based measures of estimated glomerular filtration rate (creatinine-eGFR and cystatin C-eGFR), blood urea nitrogen (BUN), urine albumin-creatinine ratio (uACR), and risk of chronic kidney disease and microalbuminuria. Secondary analyses included a paired plasma and urine metabolome-wide association study, investigation of secondary traits related to SLC13A5 biology, a phenome-wide association study (PheWAS), and a proteome-wide association study. All analyses were compared to the effect of genetically predicted plasma citrate levels using variants selected from across the genome, and statistical sensitivity analyses robust to the inclusion of pleiotropic variants were also performed. Data were obtained from large-scale genetic consortia and biobanks, with sample sizes ranging from 5023 to 1,320,016 individuals.

RESULTS

We found evidence of associations between genetically proxied SLC13A5 inhibition and higher creatinine-eGFR (p = 0.002), cystatin C-eGFR (p = 0.005), and lower BUN (p = 3 × 10). Statistical sensitivity analyses robust to the inclusion of pleiotropic variants suggested that these effects may be a consequence of higher plasma citrate levels. There was no strong evidence of associations of genetically proxied SLC13A5 inhibition with uACR or risk of CKD or microalbuminuria. Secondary analyses identified evidence of associations with higher plasma calcium levels (p = 6 × 10) and lower fasting glucose (p = 0.02). PheWAS did not identify any safety concerns.

CONCLUSIONS

This Mendelian randomization analysis provides human-centric insight to guide clinical development of an SLC13A5 inhibitor. We identify plasma calcium and citrate as biologically plausible biomarkers of target engagement, and plasma citrate as a potential biomarker of mechanism of action. Our human genetic evidence corroborates evidence from various animal models to support effects of SLC13A5 inhibition on improving kidney function.

摘要

背景

溶质载体家族13成员5(SLC13A5)是一种钠耦联柠檬酸共转运蛋白,可介导细胞外柠檬酸进入胞质溶胶。抑制SLC13A5已被提议作为减缓肾病进展的一个靶点。本研究的目的是利用孟德尔随机化范式来深入了解抑制SLC13A5在人体中的作用,从而为临床开发工作的优先级确定和提供信息。

方法

主要的孟德尔随机化分析研究了抑制SLC13A5对肾功能指标的影响,包括基于肌酐和胱抑素C的估计肾小球滤过率指标(肌酐估算肾小球滤过率和胱抑素C估算肾小球滤过率)、血尿素氮(BUN)、尿白蛋白肌酐比值(uACR)以及慢性肾病和微量白蛋白尿的风险。次要分析包括配对血浆和尿液代谢组全关联研究、与SLC13A5生物学相关的次要性状研究、全表型关联研究(PheWAS)和全蛋白质组关联研究。所有分析均与使用从全基因组中选择的变异预测的血浆柠檬酸水平的影响进行比较,并且还进行了对多效性变异纳入具有稳健性的统计敏感性分析。数据来自大规模遗传联盟和生物样本库,样本量从5023至1320016人不等。

结果

我们发现基因代理的SLC13A5抑制与较高的肌酐估算肾小球滤过率(p = 0.002)、胱抑素C估算肾小球滤过率(p = 0.005)以及较低的血尿素氮(p = 3×10⁻⁴)之间存在关联证据。对多效性变异纳入具有稳健性的统计敏感性分析表明,这些影响可能是较高血浆柠檬酸水平的结果。没有强有力的证据表明基因代理的SLC13A5抑制与尿白蛋白肌酐比值或慢性肾病或微量白蛋白尿风险之间存在关联。次要分析确定了与较高血浆钙水平(p = 6×10⁻⁴)和较低空腹血糖(p = 0.02)之间存在关联的证据。全表型关联研究未发现任何安全问题。

结论

这项孟德尔随机化分析提供了以人类为中心的见解,以指导SLC13A5抑制剂的临床开发。我们确定血浆钙和柠檬酸是靶点参与的生物学上合理的生物标志物,血浆柠檬酸是作用机制的潜在生物标志物。我们的人类遗传学证据证实了来自各种动物模型的证据,以支持抑制SLC13A5对改善肾功能的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/897f/10729503/9116cf2a7cd6/12916_2023_3227_Fig1_HTML.jpg

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