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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.
Background:
Takotsubo syndrome (TTS) is often associated with symptoms of heart failure (HF) during the acute phase of the disease. 3-dimensional optical coherence tomography (OCT) may be used to assess the extent of angiographically silent underlying coronary artery disease (CAD). This study aims to use an artificial intelligence algorithm to analyze OCT findings and to determine whether the presence of pre-existing CAD predisposes TTS patients to present HF at admission.
Methods:
This is an observational and retrospective study that enrolled TTS patients who underwent coronary angiography and OCT examination of left anterior descending (LAD) coronary artery. Plaque characterization was automatically analyzed via an artificial intelligence model from OCT images. An angiography-derived index of microcirculatory resistance (IMRangio) using the optic flow ratio (OFR) was calculated to assess its correlation with plaque volumes.
Results:
Thirty-seven patients were included (94.6 % women) with a median age of 82.0 years. Ten patients (27 %) showed some degree of HF at admission. Sixty-seven coronary non-obstructive plaques were analyzed. Tissue compositional analysis showed that patients with HF had an increased overall plaque volume (79.0 mm3 vs 28.6 mm3; p = 0.011) and longer plaque lesion length (12.8 mm vs 7.2 mm; p = 0.006). Patients with HF also showed an increased percentage of lipidic and calcified plaque tissue (26.4 % vs 13.4 %; p = 0.019 and 4.5 % vs 0.0 %; p = 0.001, respectively). A moderate positive correlation was found between global overall plaque volume and IMRangio.
Conclusion:
Increased overall plaque volume was associated with the development of HF during the acute phase of TTS, suggesting that the presence of angiographically silent underlying CAD may play a prognostic role in these patients.
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