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Reclassification of moderate aortic stenosis based on data-driven phenotyping of hemodynamic progression

Authors
 Iksung Cho  ;  William D Kim  ;  Subin Kim  ;  Kyu-Yong Ko  ;  Yeonchan Seong  ;  Dae-Young Kim  ;  Jiwon Seo  ;  Chi Young Shim  ;  Jong-Won Ha  ;  Makoto Mori  ;  Aakriti Gupta  ;  Seng Chan You  ;  Geu-Ru Hong  ;  Harlan M Krumholz 
Citation
 SCIENTIFIC REPORTS, Vol.13(1) : 6694, 2023-04 
Journal Title
SCIENTIFIC REPORTS
Issue Date
2023-04
MeSH
Aortic Valve / surgery ; Aortic Valve Stenosis* / surgery ; Echocardiography ; Heart Valve Prosthesis Implantation* ; Heart Valve Prosthesis* ; Hemodynamics ; Humans ; Retrospective Studies ; Severity of Illness Index ; Treatment Outcome
Abstract
The management and follow-up of moderate aortic stenosis (AS) lacks consensus as the progression patterns are not well understood. This study aimed to identify the hemodynamic progression of AS, and associated risk factors and outcomes. We included patients with moderate AS with at least three transthoracic echocardiography (TTE) studies performed between 2010 and 2021. Latent class trajectory modeling was used to classify AS groups with distinctive hemodynamic trajectories, which were determined by serial systolic mean pressure gradient (MPG) measurements. Outcomes were defined as all-cause mortality and aortic valve replacement (AVR). A total of 686 patients with 3093 TTE studies were included in the analysis. Latent class model identified two distinct AS trajectory groups based on their MPG: a slow progression group (44.6%) and a rapid progression group (55.4%). Initial MPG was significantly higher in the rapid progression group (28.2 ± 5.6 mmHg vs. 22.9 ± 2.8 mmHg, P < 0.001). The prevalence of atrial fibrillation was higher in the slow progression group; there was no significant between-group difference in the prevalence of other comorbidities. The rapid progression group had a significantly higher AVR rate (HR 3.4 [2.4-4.8], P < 0.001); there was no between-group difference in mortality (HR 0.7 [0.5-1.0]; P = 0.079). Leveraging longitudinal echocardiographic data, we identified two distinct groups of patients with moderate AS: slow and rapid progression. A higher initial MPG (≥ 24 mmHg) was associated with more rapid progression of AS and higher rates of AVR, thus indicating the predictive value of MPG in management of the disease.
Files in This Item:
T202307336.pdf Download
DOI
10.1038/s41598-023-33683-1
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Biomedical Systems Informatics (의생명시스템정보학교실) > 1. Journal Papers
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
Yonsei Authors
Go, Kyu-Yong(고규용)
Kim, Dae-Young(김대영)
Kim, Subin(김수빈)
Seo, Jiwon(서지원) ORCID logo https://orcid.org/0000-0002-7641-3739
Shim, Chi Young(심지영) ORCID logo https://orcid.org/0000-0002-6136-0136
You, Seng Chan(유승찬) ORCID logo https://orcid.org/0000-0002-5052-6399
Cho, Ik Sung(조익성)
Ha, Jong Won(하종원) ORCID logo https://orcid.org/0000-0002-8260-2958
Hong, Geu Ru(홍그루) ORCID logo https://orcid.org/0000-0003-4981-3304
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/197632
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