In-Hospital Heart Failure in Patients With Takotsubo Cardiomyopathy Due to Coronary Artery Disease: An Artificial

Sant Kumar1, Miao Chu2, Jordi Sans-Roselló3

  • 1Section of Interventional Cardiology, MedStar Washington Hospital Center, Washington DC, United States of America.

Insights

Increased plaque volume in coronary artery disease (CAD) is linked to heart failure (HF) in Takotsubo syndrome (TTS) patients. This suggests underlying CAD may predict HF in TTS, impacting patient outcomes.

Area of Science:

  • Cardiology
  • Medical Imaging
  • Artificial Intelligence

Background:

  • Takotsubo syndrome (TTS) frequently presents with heart failure (HF) symptoms.
  • 3D optical coherence tomography (OCT) can reveal hidden coronary artery disease (CAD).
  • Investigating the link between pre-existing CAD and acute HF in TTS is crucial.

Purpose of the Study:

  • To analyze OCT findings using AI to assess underlying CAD in TTS patients.
  • To determine if pre-existing CAD influences the likelihood of presenting with HF.

Main Methods:

  • Retrospective observational study of TTS patients undergoing coronary angiography and LAD OCT.
  • AI-driven plaque characterization from OCT images.
  • Calculation of angiography-derived index of microcirculatory resistance (IMRangio) and correlation with plaque volume.

Main Results:

  • Patients with HF showed significantly increased overall plaque volume and lesion length.
  • Increased lipidic and calcified plaque components were observed in HF patients.
  • A moderate positive correlation between plaque volume and IMRangio was found.

Conclusions:

  • Increased plaque volume in angiographically silent CAD is associated with HF development in TTS.
  • Underlying CAD may play a prognostic role in TTS patients presenting with HF.
Abstract

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