Digital twins enable stratification of persistent atrial fibrillation patients for ablation diminishing unnecessary heart damage

IF 12.4 1区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Kensuke Sakata, Carolyna A. P. Yamamoto, Adityo Prakosa, Brock M. Tice, Syed Yusuf Ali, Shane Loeffler, Eugene G. Kholmovski, Sunil Kumar Sinha, Joseph E. Marine, Hugh Calkins, David D. Spragg, Natalia A. Trayanova
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Abstract

Pulmonary vein isolation (PVI), the standard-of-care for atrial fibrillation (AF), is effective even in some persistent AF (PsAF) patients despite atrial fibrosis proliferation, suggesting that PVI could not only be isolating triggers but diminishing arrhythmogenic substrates. Left atrial (LA) posterior wall isolation is the prevalent adjunctive strategy aiming to address PsAF arrhythmogenesis, however, its outcomes vary widely. To explore why current PsAF ablation treatments have limited success and under what circumstances each treatment is most effective, we utilized patient-specific heart digital twins of PsAF patients incorporating fibrosis distributions to virtually implement versions of PVI (individual ostial to wide antral) and posterior wall isolation. In most digital-twins (60%) PVI greatly decreased LA substrate arrhythmogenicity without the need of wider lesions or posterior wall isolation. Using digital-twin findings, a strategy was developed to stratify PsAF patients to an appropriate ablation option based on fibrosis features, thus potentially avoiding unnecessary heart damage.

Abstract Image

数字双胞胎使持续性房颤患者分层消融减少不必要的心脏损伤
肺静脉隔离(PVI)是房颤(AF)的标准治疗方法,即使在一些持续性房颤(PsAF)患者中也有效,尽管心房纤维化增生,这表明PVI不仅可以隔离触发因素,还可以减少致心律失常的底物。左房(LA)后壁隔离是治疗PsAF心律失常的常用辅助策略,但其结果差异很大。为了探讨为什么目前的PsAF消融治疗成功率有限,以及每种治疗在什么情况下最有效,我们利用合并纤维化分布的PsAF患者的特定心脏数字双胞胎来虚拟地实施PVI(个体口至宽窦)和后壁隔离。在大多数数字双胞胎(60%)中,PVI大大降低了LA底物致心律失常性,而无需更宽的病变或后壁隔离。利用数字双胞胎的发现,研究人员制定了一种策略,根据纤维化特征对PsAF患者进行适当的消融选择,从而潜在地避免不必要的心脏损伤。
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来源期刊
CiteScore
25.10
自引率
3.30%
发文量
170
审稿时长
15 weeks
期刊介绍: npj Digital Medicine is an online open-access journal that focuses on publishing peer-reviewed research in the field of digital medicine. The journal covers various aspects of digital medicine, including the application and implementation of digital and mobile technologies in clinical settings, virtual healthcare, and the use of artificial intelligence and informatics. The primary goal of the journal is to support innovation and the advancement of healthcare through the integration of new digital and mobile technologies. When determining if a manuscript is suitable for publication, the journal considers four important criteria: novelty, clinical relevance, scientific rigor, and digital innovation.
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