{"title":"欧洲和东亚人群肝功能生物标志物与前列腺癌风险之间的因果关系:单变量、多变量和双向孟德尔随机化研究","authors":"Xinyu Xu, Wenjing Zhu, Yu Peng","doi":"10.1007/s12672-025-02191-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Previous observational studies have indicated a potential association between liver function markers and prostate cancer (PCa), but the causal relationship of this association remains unclear. Additionally, genetic variations across populations may influence the direction and strength of this association. This study employed Mendelian Randomization (MR) to investigate the genetic causal relationship between liver function markers and PCa in European and East Asian populations. The aim was to uncover potential gene-disease associations across ancestries and provide novel insights for the prevention and treatment of PCa.</p><p><strong>Methods: </strong>Single nucleotide polymorphisms (SNPs) significantly associated with liver function markers and PCa were selected from large-scale genome-wide association studies (GWAS) as instrumental variables (IVs). Univariate, multivariable, and bidirectional MR analyses were conducted to evaluate the causal relationships between liver function markers and PCa. The inverse variance weighting (IVW) method was used as the primary MR approach, complemented by sensitivity analyses to ensure the robustness and reliability of the findings.</p><p><strong>Results: </strong>In European populations, univariate MR analysis suggested that ALT (OR 0.85, 95% CI 0.75-0.95, P = 0.005) and AST (OR 0.90, 95% CI 0.81-1.00, P = 0.045) were associated with a reduced risk of PCa. However, multivariable MR analysis, after adjusting for confounders, showed that these associations were no longer statistically significant. Reverse MR analysis provided no evidence supporting a causal effect of PCa on liver function markers in European populations. Sensitivity analyses revealed heterogeneity in the IVs but did not detect evidence of horizontal pleiotropy. In East Asian populations, total bilirubin (OR 0.94, 95% CI 0.88-1.00, P = 0.049) and direct bilirubin (OR 0.91, 95% CI 0.84-0.99, P = 0.022) were causally associated with a reduced risk of PCa. After adjusting for confounders in multivariable MR, the association between total bilirubin and PCa remained significant (OR 0.74, 95% CI 0.55-0.99, P = 0.044). Reverse MR analysis suggested a causal effect of PCa on reduced ALT levels (OR 0.93, 95% CI 0.88-0.98, P = 0.007). Sensitivity analyses did not reveal heterogeneity or horizontal pleiotropy.</p><p><strong>Conclusion: </strong>The relationship between liver function markers and PCa seems to be influenced by genetic background. In East Asian populations, total bilirubin was identified as an independent protective factor against PCa, while reverse MR suggested a causal effect of PCa on reduced ALT levels. In European populations, there was insufficient evidence for a causal relationship between liver function markers and the risk of PCa. These findings may inform strategies for the clinical prevention, monitoring, and treatment of PCa, and further research is warranted to elucidate the underlying mechanisms driving these associations.</p>","PeriodicalId":11148,"journal":{"name":"Discover. Oncology","volume":"16 1","pages":"405"},"PeriodicalIF":2.8000,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11947396/pdf/","citationCount":"0","resultStr":"{\"title\":\"Causal associations between liver function biomarkers and prostate cancer risk in European and East Asian populations: a univariate, multivariable, and bidirectional Mendelian Randomization study.\",\"authors\":\"Xinyu Xu, Wenjing Zhu, Yu Peng\",\"doi\":\"10.1007/s12672-025-02191-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Previous observational studies have indicated a potential association between liver function markers and prostate cancer (PCa), but the causal relationship of this association remains unclear. Additionally, genetic variations across populations may influence the direction and strength of this association. This study employed Mendelian Randomization (MR) to investigate the genetic causal relationship between liver function markers and PCa in European and East Asian populations. The aim was to uncover potential gene-disease associations across ancestries and provide novel insights for the prevention and treatment of PCa.</p><p><strong>Methods: </strong>Single nucleotide polymorphisms (SNPs) significantly associated with liver function markers and PCa were selected from large-scale genome-wide association studies (GWAS) as instrumental variables (IVs). Univariate, multivariable, and bidirectional MR analyses were conducted to evaluate the causal relationships between liver function markers and PCa. The inverse variance weighting (IVW) method was used as the primary MR approach, complemented by sensitivity analyses to ensure the robustness and reliability of the findings.</p><p><strong>Results: </strong>In European populations, univariate MR analysis suggested that ALT (OR 0.85, 95% CI 0.75-0.95, P = 0.005) and AST (OR 0.90, 95% CI 0.81-1.00, P = 0.045) were associated with a reduced risk of PCa. However, multivariable MR analysis, after adjusting for confounders, showed that these associations were no longer statistically significant. Reverse MR analysis provided no evidence supporting a causal effect of PCa on liver function markers in European populations. Sensitivity analyses revealed heterogeneity in the IVs but did not detect evidence of horizontal pleiotropy. In East Asian populations, total bilirubin (OR 0.94, 95% CI 0.88-1.00, P = 0.049) and direct bilirubin (OR 0.91, 95% CI 0.84-0.99, P = 0.022) were causally associated with a reduced risk of PCa. After adjusting for confounders in multivariable MR, the association between total bilirubin and PCa remained significant (OR 0.74, 95% CI 0.55-0.99, P = 0.044). Reverse MR analysis suggested a causal effect of PCa on reduced ALT levels (OR 0.93, 95% CI 0.88-0.98, P = 0.007). Sensitivity analyses did not reveal heterogeneity or horizontal pleiotropy.</p><p><strong>Conclusion: </strong>The relationship between liver function markers and PCa seems to be influenced by genetic background. In East Asian populations, total bilirubin was identified as an independent protective factor against PCa, while reverse MR suggested a causal effect of PCa on reduced ALT levels. In European populations, there was insufficient evidence for a causal relationship between liver function markers and the risk of PCa. These findings may inform strategies for the clinical prevention, monitoring, and treatment of PCa, and further research is warranted to elucidate the underlying mechanisms driving these associations.</p>\",\"PeriodicalId\":11148,\"journal\":{\"name\":\"Discover. Oncology\",\"volume\":\"16 1\",\"pages\":\"405\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-03-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11947396/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Discover. 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引用次数: 0
摘要
背景:先前的观察性研究表明肝功能标志物与前列腺癌(PCa)之间存在潜在关联,但这种关联的因果关系尚不清楚。此外,种群间的遗传变异可能影响这种关联的方向和强度。本研究采用孟德尔随机化(MR)研究了欧洲和东亚人群中肝功能标志物与PCa之间的遗传因果关系。目的是揭示跨祖先的潜在基因-疾病关联,并为PCa的预防和治疗提供新的见解。方法:从大规模全基因组关联研究(GWAS)中选择与肝功能标志物和PCa显著相关的单核苷酸多态性(snp)作为工具变量(IVs)。进行单变量、多变量和双向MR分析,以评估肝功能标志物与PCa之间的因果关系。采用逆方差加权(IVW)方法作为主要MR方法,辅以敏感性分析以确保结果的稳健性和可靠性。结果:在欧洲人群中,单变量MR分析显示ALT (OR 0.85, 95% CI 0.75-0.95, P = 0.005)和AST (OR 0.90, 95% CI 0.81-1.00, P = 0.045)与PCa风险降低相关。然而,在调整混杂因素后,多变量MR分析显示,这些关联不再具有统计学意义。反向磁共振分析没有证据支持PCa对欧洲人群肝功能标志物的因果影响。敏感性分析显示静脉静脉存在异质性,但未发现水平多效性的证据。在东亚人群中,总胆红素(OR 0.94, 95% CI 0.88-1.00, P = 0.049)和直接胆红素(OR 0.91, 95% CI 0.84-0.99, P = 0.022)与PCa风险降低有因果关系。在多变量MR中调整混杂因素后,总胆红素与PCa之间的相关性仍然显著(OR 0.74, 95% CI 0.55-0.99, P = 0.044)。反向磁共振分析显示,PCa与ALT水平降低有因果关系(OR 0.93, 95% CI 0.88-0.98, P = 0.007)。敏感性分析未显示异质性或水平多效性。结论:肝功能标志物与前列腺癌的关系可能受遗传背景的影响。在东亚人群中,总胆红素被确定为抗PCa的独立保护因子,而反向MR提示PCa对ALT水平降低有因果影响。在欧洲人群中,没有足够的证据表明肝功能指标与PCa风险之间存在因果关系。这些发现可能为临床预防、监测和治疗前列腺癌的策略提供信息,并需要进一步的研究来阐明驱动这些关联的潜在机制。
Causal associations between liver function biomarkers and prostate cancer risk in European and East Asian populations: a univariate, multivariable, and bidirectional Mendelian Randomization study.
Background: Previous observational studies have indicated a potential association between liver function markers and prostate cancer (PCa), but the causal relationship of this association remains unclear. Additionally, genetic variations across populations may influence the direction and strength of this association. This study employed Mendelian Randomization (MR) to investigate the genetic causal relationship between liver function markers and PCa in European and East Asian populations. The aim was to uncover potential gene-disease associations across ancestries and provide novel insights for the prevention and treatment of PCa.
Methods: Single nucleotide polymorphisms (SNPs) significantly associated with liver function markers and PCa were selected from large-scale genome-wide association studies (GWAS) as instrumental variables (IVs). Univariate, multivariable, and bidirectional MR analyses were conducted to evaluate the causal relationships between liver function markers and PCa. The inverse variance weighting (IVW) method was used as the primary MR approach, complemented by sensitivity analyses to ensure the robustness and reliability of the findings.
Results: In European populations, univariate MR analysis suggested that ALT (OR 0.85, 95% CI 0.75-0.95, P = 0.005) and AST (OR 0.90, 95% CI 0.81-1.00, P = 0.045) were associated with a reduced risk of PCa. However, multivariable MR analysis, after adjusting for confounders, showed that these associations were no longer statistically significant. Reverse MR analysis provided no evidence supporting a causal effect of PCa on liver function markers in European populations. Sensitivity analyses revealed heterogeneity in the IVs but did not detect evidence of horizontal pleiotropy. In East Asian populations, total bilirubin (OR 0.94, 95% CI 0.88-1.00, P = 0.049) and direct bilirubin (OR 0.91, 95% CI 0.84-0.99, P = 0.022) were causally associated with a reduced risk of PCa. After adjusting for confounders in multivariable MR, the association between total bilirubin and PCa remained significant (OR 0.74, 95% CI 0.55-0.99, P = 0.044). Reverse MR analysis suggested a causal effect of PCa on reduced ALT levels (OR 0.93, 95% CI 0.88-0.98, P = 0.007). Sensitivity analyses did not reveal heterogeneity or horizontal pleiotropy.
Conclusion: The relationship between liver function markers and PCa seems to be influenced by genetic background. In East Asian populations, total bilirubin was identified as an independent protective factor against PCa, while reverse MR suggested a causal effect of PCa on reduced ALT levels. In European populations, there was insufficient evidence for a causal relationship between liver function markers and the risk of PCa. These findings may inform strategies for the clinical prevention, monitoring, and treatment of PCa, and further research is warranted to elucidate the underlying mechanisms driving these associations.