Fang Chuchun, Liu Xuewei, Yu Chen, Li Songlin, Liu Xueying, Qiu Shifeng, Liang Hongbin, Ou Caiwen, Xiu Jiancheng
Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
Guangdong Provincial Key Laboratory of Shock and Microcirculation, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
J Transl Med. 2025 Jan 6;23(1):14. doi: 10.1186/s12967-024-06027-4.
Cancer-targeted therapies are progressively pivotal in oncological care. Observational studies underscore the emergence of cancer therapy-related cardiovascular toxicity (CTR-CVT), impacting patient outcomes. We aimed to investigate the causal relationship between different types of cancer-targeted therapies and cardiovascular disease (CVD) outcomes through a two-sample Mendelian randomization (MR) study.
This genome-wide association study was conducted using a two-sample Mendelian randomization framework. Genetic instruments for drug target gene expression were extracted from the eQTLGen consortium (31684 individuals, 37 cohorts). Genome-wide association study (GWAS) summary statistics for 19 cardiovascular diseases were derived from the FinnGen database. Primary analysis was carried out using the summary-data-based MR (SMR) method, with sensitivity analysis for validation. Colocalization analysis identifies shared causal variants between exposure eQTLs and CVD-associated single-nucleotide polymorphisms (SNPs).
Among the 39 drug target genes, 8 were identified with detectable cis-eQTLs and were subsequently validated through positive control analysis for further investigation. In the SMR and sensitivity analyses, genetically proxied VEGFA inhibition showed significantly strong association with stroke (odds ratio [OR] = 1.17, 95% confidence interval [CI] = 1.09-1.26, p = 1.33 × 10). Additionally, the inhibition of FGFR1, FLT1, and MAP2K2 exhibited suggestive association with corresponding cardiovascular disease outcomes. Nevertheless, only VEGFA expression and stroke shared a causal variant (93.6%), whereas FGFR1, MAP2K2, and FLT1 did not share causal variants with corresponding cardiovascular diseases in the colocalization analysis.
This genetic association study revealed evidence supporting the genetic association between the use of VEGFA inhibitors and increased stroke risk, highlighting the need for enhanced pharmacovigilance. These findings underscore the delicate balance between cardiovascular toxicity risk and the benefits of cancer-targeted therapy.
癌症靶向治疗在肿瘤护理中日益关键。观察性研究强调了癌症治疗相关心血管毒性(CTR-CVT)的出现,这会影响患者的预后。我们旨在通过两样本孟德尔随机化(MR)研究来调查不同类型的癌症靶向治疗与心血管疾病(CVD)预后之间的因果关系。
本全基因组关联研究采用两样本孟德尔随机化框架进行。从eQTLGen联盟(31684名个体,37个队列)中提取药物靶基因表达的遗传工具。19种心血管疾病的全基因组关联研究(GWAS)汇总统计数据来自芬兰基因组数据库。主要分析使用基于汇总数据的MR(SMR)方法,并进行敏感性分析以进行验证。共定位分析确定暴露eQTL与CVD相关单核苷酸多态性(SNP)之间的共享因果变异。
在39个药物靶基因中,有8个被鉴定出具有可检测的顺式eQTL,随后通过阳性对照分析进行验证以进一步研究。在SMR和敏感性分析中,基因代理的VEGFA抑制与中风显示出显著的强关联(优势比[OR]=1.17,95%置信区间[CI]=1.09-1.26,p=1.33×10)。此外,FGFR1、FLT1和MAP2K2的抑制与相应的心血管疾病预后表现出提示性关联。然而,在共定位分析中,只有VEGFA表达与中风共享一个因果变异(93.6%),而FGFR1、MAP2K2和FLT1与相应的心血管疾病没有共享因果变异。
这项遗传关联研究揭示了支持使用VEGFA抑制剂与中风风险增加之间存在遗传关联的证据,强调了加强药物警戒的必要性。这些发现强调了心血管毒性风险与癌症靶向治疗益处之间的微妙平衡。