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肾功能与癌症风险的因果关系:一项孟德尔随机化研究。

Causal Relationship Between Kidney Function and Cancer Risk: A Mendelian Randomization Study.

机构信息

Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, Australia; Centre for Kidney Research, Children's Hospital at Westmead, Westmead, Australia.

Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, Australia; Centre for Kidney Research, Children's Hospital at Westmead, Westmead, Australia.

出版信息

Am J Kidney Dis. 2024 Dec;84(6):686-695.e1. doi: 10.1053/j.ajkd.2024.05.016. Epub 2024 Jul 30.

Abstract

RATIONALE & OBJECTIVE: Patients treated with kidney replacement therapy experience a 1.5- to 2-fold increased risk of cancer and cancer mortality compared with the general population. Whether this excess risk extends to people with earlier stage chronic kidney disease and whether reduced kidney function is causally related to cancer is unclear.

STUDY DESIGN

Two-sample Mendelian randomization (MR).

SETTING & PARTICIPANTS: Genome-wide association study (GWAS) summary statistics for estimated glomerular filtration rate (eGFR) (n=567,460) and urinary albumin-creatine ratio (UACR) (n=127,865) from the CKDGen consortium and cancer outcomes from the UK Biobank (n = 407,329).

EXPOSURE

eGFR and UACR.

OUTCOME

Overall cancer incidence, cancer-related mortality and site-specific colorectal, lung, and urinary tract cancer incidence.

ANALYTICAL APPROACH

Univariable and multivariable MR conducted for all outcomes.

RESULTS

The mean eGFR and median UACR were 91.4mL/min/1.73m and 9.32mg/g, respectively, in the CKDGen, and 90.4mL/min/1.73m and 9.29mg/g, respectively, in the UK Biobank. There were 98,093 cases of cancer, 15,850 cases of cancer-related death, 6,664 colorectal, 3584 lung, and 3,271 urinary tract cancer cases, respectively. The genetic instruments for eGFR and UACR comprised 34 and 38 variants, respectively. Genetically predicted kidney function (eGFR and UACR) was not associated with overall cancer risk or cancer death. The association between genetically predicted eGFR and UACR and overall cancer incidence had an odds ratio of 0.88 ([95% CI, 0.40-1.97], P=0.8) and 0.90 ([95% CI, 0.78-1.04], P=0.2) respectively, using the inverse-variance weighted method. An adjusted generalized additive model for eGFR and cancer demonstrated evidence of nonlinearity. However, there was no evidence of a causal association between eGFR and cancer in a stratified MR.

LIMITATIONS

To avoid overlapping samples a smaller GWAS for UACR was used, which reduced the strength of the instrument and may introduce population stratification.

CONCLUSIONS

Our study did not show a causal association between kidney function, overall cancer incidence, and cancer-related death.

PLAIN-LANGUAGE SUMMARY: Does reduced kidney function cause cancer? Patients with chronic kidney disease have been shown to have an increased risk of cancer and cancer-related death. However, it is not clear whether kidney disease is causally related to cancer or the association is due to other factors such as immune suppression and inflammation or a result of distortion of the analyses from unidentified variables (confounding). We used large, published genetic studies as well a database including 407,329 people in the United Kingdom in a series of Mendelian randomization analysis. Mendelian randomization uses the random assignment of genetic variants at birth to investigate causal relationships without confounding from measured and unmeasured confounders. We found that there is no evidence of a causal relationship between reduced kidney function and cancer.

摘要

背景与目的

与普通人群相比,接受肾脏替代治疗的患者罹患癌症和癌症死亡的风险增加 1.5 至 2 倍。这种额外风险是否会扩展到早期慢性肾脏病患者,以及肾功能下降是否与癌症有因果关系尚不清楚。

研究设计

两样本孟德尔随机化(MR)。

研究地点和参与者

CKDGen 联盟的肾小球滤过率(eGFR)(n=567460)和尿白蛋白-肌酐比(UACR)(n=127865)的全基因组关联研究(GWAS)汇总统计数据,以及 UK Biobank 的癌症结局(n=407329)。

暴露

eGFR 和 UACR。

结局

总体癌症发病率、癌症相关死亡率以及结直肠癌、肺癌和泌尿系统癌症的特定部位发病率。

分析方法

对所有结局进行单变量和多变量 MR 分析。

结果

CKDGen 中的 eGFR 平均值和 UACR 中位数分别为 91.4mL/min/1.73m 和 9.32mg/g,而 UK Biobank 中的 eGFR 平均值和 UACR 中位数分别为 90.4mL/min/1.73m 和 9.29mg/g。分别有 98093 例癌症、15850 例癌症相关死亡、6664 例结直肠癌、3584 例肺癌和 3271 例泌尿系统癌症。eGFR 和 UACR 的遗传工具分别包含 34 个和 38 个变体。遗传预测的肾功能(eGFR 和 UACR)与总体癌症风险或癌症死亡无关。使用逆方差加权法,遗传预测的 eGFR 和 UACR 与总体癌症发生率的关联比值比分别为 0.88([95%CI,0.40-1.97],P=0.8)和 0.90([95%CI,0.78-1.04],P=0.2)。eGFR 的广义加性模型调整后显示出非线性的证据。然而,在分层 MR 中,没有证据表明 eGFR 与癌症之间存在因果关系。

局限性

为了避免重叠样本,使用了较小的 UACR GWAS,这降低了工具的强度,并可能引入群体分层。

结论

我们的研究没有显示肾功能下降与癌症之间存在因果关系。患有慢性肾脏病的患者已经显示出癌症和癌症相关死亡的风险增加。然而,尚不清楚肾脏疾病是否与癌症有因果关系,或者这种关联是否是由于免疫抑制和炎症等其他因素引起的,或者是由于未识别变量(混杂)的分析扭曲造成的。我们使用了大型的已发表的遗传研究以及英国的一个包含 407329 人的数据库,进行了一系列孟德尔随机化分析。孟德尔随机化利用出生时遗传变异的随机分配来研究因果关系,而不会受到测量和未测量混杂因素的影响。我们发现,肾功能下降与癌症之间没有因果关系的证据。

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