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American Heart Association

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Final ID: MDP1176

Epicardial Adipose Tissue Association with Fibrotic Substrate Distribution and Rotor-attracting Locations: A Study Using Contrast Computed Tomography (CCT) Scans and Late Gadolinium Enhancement Magnetic Resonance Imaging (LGE-MRI)-based Digital Twins of Persistent Atrial Fibrillation

Abstract Body (Do not enter title and authors here): Introduction Since pulmonary vein isolation (PVI) is often insufficient for persistent atrial fibrillation (PsAF) treatment, rotor ablation targeting AF drivers/substrates has been conducted as potential effective strategy. Recently, substrate location capable of attracting rotor (LR) has been reported to be associated with local fibrosis features. Meanwhile, epicardial adipose tissue (EAT) has been shown to be linked to developing fibrosis and arrhythmogenic substrates. Currently it is not well understood how EAT is related to the LR, and local fibrosis features. Personalized LGE-MRI-based digital twins (DTs) and cardiac CCT can be employed to investigate this.
Hypothesis EAT detected in CCT is correlated with LRs having specific local fibrosis features.
Aim To investigate the correlation between EAT, LRs, and the corresponding local fibrosis features using the merging of LGE-MRI-based DTs and CCT.
Methods Both LGE-MRI and CCT were acquired in 19 consecutive PsAF patients. Bi-atrial DTs incorporating the fibrosis distribution were created, wherein, following virtual PVI, LRs were identified by rapid pacing from 40 bi-atrial sites near fibrosis. In silico ablation was repeated until non-inducibility of rotors (Fig). EAT segmented from CCT and DT were compared after merging them using the bi-atria and 4 PVs as reference points. The distance from each tissue type in DT to the closest EAT (DCE) was calculated. The correlation between local fibrosis density feature (FD) and the median DCE at LRs was analyzed. For each LR, both volumetric FD (vFD) and endo-epi surface FD (sFD), subtracting epicardial surface FD from the endocardial surface FD to measure the dissociation of Endo-Epi surface FDs, were calculated.
Results Among 17 DTs excluding 2 without qualified CCT images, 15 DTs had 95 extra-PVI LRs in total. The DCE of fibrotic tissues (16%) was significantly shorter than that of normal tissues (84%) (p<0.001). The DCE of tissues within LRs (2%) was also significantly shorter than outside LRs (98%) (p<0.001). The mean DCE among 95 LRs was 4.1 mm. The vFD of the LRs with DCE <4.1 mm (56 LRs) was comparable to that of LRs with DCE ≥4.1 mm (39 LRs) (p=0.543). However, the sFD was significantly higher for LRs with DCE ≤4.1 mm (p=0.010).
Conclusions EAT is associated with fibrotic tissue and LR. Higher sFD suggests shorter DCE is linked to higher FD on the endocardial surface at LRs. Detecting EAT with CCT could be useful for evaluation and ablation of PsAF substrate.
  • Sakata, Kensuke  ( Johns Hopkins University , Baltimore , Maryland , United States )
  • Prakosa, Adityo  ( Johns Hopkins University , Baltimore , Maryland , United States )
  • Yamamoto Alves Pinto, Carolyna  ( Johns Hopkins University , Baltimore , Maryland , United States )
  • Ali, Syed Yusuf  ( Johns Hopkins University , Baltimore , Maryland , United States )
  • Loeffler, Shane  ( Johns Hopkins University , Baltimore , Maryland , United States )
  • Kholmovski, Eugene  ( Johns Hopkins University , Baltimore , Maryland , United States )
  • Trayanova, Natalia  ( Johns Hopkins University , Baltimore , Maryland , United States )
  • Author Disclosures:
    Kensuke Sakata: DO NOT have relevant financial relationships | Adityo Prakosa: DO NOT have relevant financial relationships | Carolyna Yamamoto Alves Pinto: DO NOT have relevant financial relationships | Syed Yusuf Ali: No Answer | Shane Loeffler: DO NOT have relevant financial relationships | Eugene Kholmovski: DO have relevant financial relationships ; Consultant:Marrek Inc:Active (exists now) ; Ownership Interest:Marrek Inc:Active (exists now) | Natalia Trayanova: DO NOT have relevant financial relationships
Meeting Info:

Scientific Sessions 2024

2024

Chicago, Illinois

Session Info:

Wave of the Future: Artificial Intelligence & Atrial fibrillation Before, During and After the EP Lab

Sunday, 11/17/2024 , 09:30AM - 10:55AM

Moderated Digital Poster Session

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