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贫血与心血管疾病之间的因果关系:两样本双向孟德尔随机化研究。

Causal Association Between Anemia and Cardiovascular Disease: A 2-Sample Bidirectional Mendelian Randomization Study.

机构信息

Department of Cardiology, Union Hospital Tongji Medical College, Huazhong University of Science and Technology Wuhan China.

Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital Tongji Medical College, Huazhong University of Science and Technology Wuhan China.

出版信息

J Am Heart Assoc. 2023 Jun 20;12(12):e029689. doi: 10.1161/JAHA.123.029689. Epub 2023 Jun 10.

Abstract

Background Although previous observational studies have shown an association between anemia and cardiovascular disease (CVD), the underlying causal relationship between anemia and CVD remains uncertain. Methods and Results We conducted a 2-sample bidirectional Mendelian randomization (MR) study to assess the causal association between anemia and CVD. We extracted summary statistics data for anemia, heart failure (HF), coronary artery disease (CAD), atrial fibrillation, any stroke, and any ischemic stroke (AIS) from relevant published genome-wide association studies. After rigorous quality control steps, independent single-nucleotide polymorphisms for each disease were selected as instrumental variables. Inverse-variance weighting was used as the primary method to estimate the causal association between anemia and CVD in the 2-sample MR analysis. Simultaneously, we performed a series of multiple methods analyses (median weighting, maximum likelihood [MR robust adjusted profile score]), sensitivity analyses (Cochran's test and MR-Egger intercept, leave-one-out test [MR pleiotropy residual sum and outlier]), instrumental variable strength evaluations ( statistic), and statistic power estimates to verify the robustness and reliability of our results. Furthermore, the associations between anemia and CVD from different studies, including the UK Biobank and FinnGen studies, were combined by meta-analysis. The MR analysis showed that genetically predicted anemia was significantly associated with HF risk at the Bonferroni-corrected significance level (odds ratio [OR], 1.11 [95% CI, 1.04-1.18]; =0.002) and was suggestively associated with CAD risk (OR, 1.11 [95% CI, 1.02-1.22]; =0.020). However, the associations between anemia and atrial fibrillation, any stroke, or AIS were not statistically significant. In the reverse MR analysis, we found that genetic susceptibility to HF, CAD, and AIS was significantly associated with anemia risk. The ORs of HF, CAD, and AIS were 1.64 (95% CI, 1.39-1.94; =7.60E-09), 1.16 (95% CI, 1.08-1.24; =2.32E-05), and 1.30 (95% CI, 1.11-1.52; =0.001), respectively. Genetically predicted atrial fibrillation was suggestively associated with anemia (OR, 1.06 [95% CI, 1.01-1.12]; =0.015). Sensitivity analyses found weak evidence of horizontal pleiotropy and heterogeneity, which ensured the robustness and reliability of the results. Meta-analysis also showed the statistically significant association between anemia and HF risk. Conclusions Our study supports bidirectional causality between anemia and HF and significant associations between genetic predisposition to CAD and AIS with anemia, which contributes to the clinical management of both diseases.

摘要

背景

尽管先前的观察性研究表明贫血与心血管疾病(CVD)之间存在关联,但贫血与 CVD 之间的潜在因果关系仍不确定。

方法和结果

我们进行了两样本双向孟德尔随机化(MR)研究,以评估贫血与 CVD 之间的因果关联。我们从相关的已发表全基因组关联研究中提取了贫血、心力衰竭(HF)、冠状动脉疾病(CAD)、心房颤动、任何卒中以及任何缺血性卒中(AIS)的汇总统计数据。经过严格的质量控制步骤,为每种疾病选择了独立的单核苷酸多态性作为工具变量。在两样本 MR 分析中,我们使用逆方差加权作为估计贫血与 CVD 之间因果关联的主要方法。同时,我们进行了一系列多方法分析(中位数加权、最大似然[MR 稳健调整特征评分])、敏感性分析(Cochran's 检验和 MR-Egger 截距、逐一剔除检验[MR 多效性残差和异常值])、工具变量强度评估(F 统计量)和统计功效估计,以验证我们结果的稳健性和可靠性。此外,还通过荟萃分析综合了来自英国生物库和芬兰基因研究的不同研究中贫血与 CVD 之间的关联。MR 分析表明,遗传预测的贫血与 HF 风险显著相关(优势比[OR],1.11[95%CI,1.04-1.18];=0.002),且与 CAD 风险呈显著相关性(OR,1.11[95%CI,1.02-1.22];=0.020)。然而,贫血与心房颤动、任何卒中或 AIS 之间的关联无统计学意义。在反向 MR 分析中,我们发现 HF、CAD 和 AIS 的遗传易感性与贫血风险显著相关。HF、CAD 和 AIS 的 OR 分别为 1.64(95%CI,1.39-1.94;=7.60E-09)、1.16(95%CI,1.08-1.24;=2.32E-05)和 1.30(95%CI,1.11-1.52;=0.001)。遗传预测的心房颤动与贫血呈显著相关性(OR,1.06[95%CI,1.01-1.12];=0.015)。敏感性分析发现存在微弱的水平异质性和混杂性证据,这保证了结果的稳健性和可靠性。荟萃分析还显示了贫血与 HF 风险之间具有统计学意义的关联。

结论

本研究支持贫血与 HF 之间存在双向因果关系,以及 CAD 和 AIS 的遗传易感性与贫血之间存在显著关联,这有助于两种疾病的临床管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a193/10356041/d3badeeb6140/JAH3-12-e029689-g001.jpg

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