Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China.
Guangxi Key Laboratory for Genomic and Personalized Medicine, Nanning, China.
Nephrology (Carlton). 2021 Mar;26(3):227-233. doi: 10.1111/nep.13836. Epub 2021 Feb 3.
The causal relationship between adiponectin (ADPN) and estimated glomerular filtration rate (eGFR) is unclear. This study adopts a two-sample bidirectional Mendelian randomization (MR) study to explore the causal relationship between ADPN and eGFR.
Using eight single nucleotide polymorphisms (SNP) of ADPN and 26 SNP of eGFR as instrumental variables, the study performs a two-sample bidirectional MR study using MR inverse-variance weighted (IVW), MR-Egger and weighted median approach to evaluate the causal relationship between ADPN and eGFR. Using the genetic risk score (GRS) of ADPN and eGFR as instrumental variables, the study performs a second MR analysis to assess the association between ADPN and eGFR.
In ADPN to eGFR MR analysis, the IVW, weighted median and GRS analysis all showed that ADPN had a causal effect on eGFR after removing potential confounders of the ADPN-eGFR relation (IVW: β = .016, P = .002; weighted median: β = .012, P = .022; GRS: β = .016, P = 1.48E-05). As both ADPN and eGFR were natural log-transformed in the corresponding GWAS, eGFR increased by 0.15% for any 10% increase in ADPN. In eGFR to ADPN MR analysis, eGFR had no causal effect on ADPN after removing potential confounders of the eGFR-ADPN relation (All P values > 0.05). The heterogeneity test and sensitivity analysis indicated some heterogeneity, but no directional pleiotropy.
Adiponectin has a causal effect on eGFR, while eGFR has no causal effect on ADPN. ADPN may be a clinical target for improving eGFR and treating chronic kidney disease caused by decreased eGFR.
脂联素(ADPN)与估算肾小球滤过率(eGFR)之间的因果关系尚不清楚。本研究采用两样本双向孟德尔随机化(MR)研究,探讨 ADPN 与 eGFR 之间的因果关系。
使用脂联素的 8 个单核苷酸多态性(SNP)和 eGFR 的 26 个 SNP 作为工具变量,采用 MR 逆方差加权(IVW)、MR-Egger 和加权中位数方法进行两样本双向 MR 研究,评估 ADPN 与 eGFR 之间的因果关系。使用脂联素和 eGFR 的遗传风险评分(GRS)作为工具变量,进行第二次 MR 分析,评估 ADPN 与 eGFR 之间的关联。
在 ADPN 到 eGFR 的 MR 分析中,在去除 ADPN-eGFR 关系的潜在混杂因素后,IVW、加权中位数和 GRS 分析均显示 ADPN 对 eGFR 有因果影响(IVW:β=0.016,P=0.002;加权中位数:β=0.012,P=0.022;GRS:β=0.016,P=1.48E-05)。由于相应的 GWAS 中 ADPN 和 eGFR 均为自然对数转换,因此 ADPN 每增加 10%,eGFR 增加 0.15%。在 eGFR 到 ADPN 的 MR 分析中,在去除 eGFR-ADPN 关系的潜在混杂因素后,eGFR 对 ADPN 没有因果影响(所有 P 值均>0.05)。异质性检验和敏感性分析表明存在一定的异质性,但不存在定向的平行多效性。
脂联素对 eGFR 有因果影响,而 eGFR 对 ADPN 没有因果影响。ADPN 可能是改善 eGFR 和治疗因 eGFR 降低引起的慢性肾脏病的临床靶点。