Polygenic Risk Scores: The Next Step for Improved Risk Stratification in Coronary Artery Disease?

Ricardo Stein, Filipe Ferrari, Diego García-Giustiniani
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Abstract

Despite significant advances in the management of coronary artery disease (CAD) and reductions in annual mortality rates in recent decades, this disease remains the leading cause of death worldwide. Consequently, there is an ongoing need for efforts to address this situation. Current clinical algorithms to identify at-risk patients are particularly inaccurate in moderate-risk individuals. For this reason, the need for ancillary tests has been suggested, including predictive genetic screening. As genetic studies rapidly expand and genomic data becomes more accessible, numerous genetic risk scores have been proposed to identify and evaluate an individual's susceptibility to developing diseases, including CAD. The field of genetics has indeed made substantial contributions to risk prediction, particularly in cases where children have parents with premature CAD, resulting in an increased risk of up to 75%. The polygenic risk scores (PRSs) have emerged as a potentially valuable tool for understanding and stratifying an individual's genetic risk. The PRS is calculated as a weighted sum of single-nucleotide variants present throughout the human genome, identifiable through genome-wide association studies, and associated with various cardiometabolic diseases. The use of PRSs holds promise, as it enables the development of personalized strategies for preventing or diagnosing specific pathologies early. Furthermore, it can complement existing clinical scores, increasing the accuracy of individual risk prediction. Consequently, the application of PRSs has the potential to impact the costs and adverse outcomes associated with CAD positively. This narrative review provides an overview of the role of PRSs in the context of CAD.

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多基因风险评分:改进冠状动脉疾病风险分层的下一步?
近几十年来,尽管冠状动脉疾病(CAD)的治疗取得了重大进展,年死亡率也有所下降,但这种疾病仍然是导致全球死亡的主要原因。因此,我们一直需要努力解决这一问题。目前用于识别高危患者的临床算法对中危患者尤其不准确。因此,有人提出需要进行辅助检查,包括预测性基因筛查。随着遗传学研究的迅速发展和基因组数据越来越容易获取,人们提出了许多遗传风险评分方法,用于识别和评估个体对包括 CAD 在内的疾病的易感性。遗传学领域确实为风险预测做出了巨大贡献,特别是在父母患有早发性 CAD 的情况下,儿童患病的风险最高可增加 75%。多基因风险评分(PRSs)已成为了解和分层个体遗传风险的一种有潜在价值的工具。多基因风险评分是根据人类基因组中存在的单核苷酸变异的加权总和计算得出的,这些变异可通过全基因组关联研究确定,并与各种心脏代谢疾病相关。PRSs 的使用前景广阔,因为它有助于制定个性化策略,及早预防或诊断特定病症。此外,它还能补充现有的临床评分,提高个体风险预测的准确性。因此,PRSs 的应用有可能对与 CAD 相关的成本和不良后果产生积极影响。本叙述性综述概述了 PRS 在冠状动脉粥样硬化症中的作用。
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