Commentary: Associations are not enough the explain causality: Multifactorial interactions are the key

The quest to improve hypoplastic left heart syndrome outcomes has evolved over the years, from a focus on operative details and perioperative management to identification of nonmodifiable patient-related factors like prematurity, genetic abnormalities, and anatomic subtype. Based on a few retrospective single-institution reports, the presence of aortic atresia and mitral stenosis (aa/ms) has been associated with higher operative mortality and worse late outcomes.1,2 Much like in the case of pulmonary atresia with intact ventricular septum, coronary-ventricular fistulae have been indicted as the culprit for the worse outcomes, despite the fact that ventricular decompression is never a factor, which could increase the propensity for perfusion abnormalities.

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Publication Details

Journal
JTCVS Open
Published
2025-10-25
DOI
https://doi.org/10.1016/j.xjon.2025.10.008
Primary Topic
Advanced Causal Inference Techniques
Type
article
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article

Commentary: Associations are not enough the explain causality: Multifactorial interactions are the key

Christian Pizarro
JTCVS Open
Advanced Causal Inference Techniques
article

Commentary: Associations are not enough the explain causality: Multifactorial interactions are the key

Christian Pizarro
article en

Abstract

The quest to improve hypoplastic left heart syndrome outcomes has evolved over the years, from a focus on operative details and perioperative management to identification of nonmodifiable patient-related factors like prematurity, genetic abnormalities, and anatomic subtype. Based on a few retrospective single-institution reports, the presence of aortic atresia and mitral stenosis (aa/ms) has been associated with higher operative mortality and worse late outcomes.1,2 Much like in the case of pulmonary atresia with intact ventricular septum, coronary-ventricular fistulae have been indicted as the culprit for the worse outcomes, despite the fact that ventricular decompression is never a factor, which could increase the propensity for perfusion abnormalities.

JTCVS OpenVol. 29
Mount Sinai Hospital (US)
Openalex Percentile: Top 72%
Advanced Causal Inference Techniques
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