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Updated: Jun 18, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Computational modeling identifies protective mechanisms of estrogen and testosterone against atrial fibrosis
Najme Khorasani1, Stefano Morotti1, Jeffrey J Saucerman2
1Department of Pharmacology, University of California, Davis, California, United States.
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Atrial fibrillation (AF), the most common sustained arrhythmia, is both cause and consequence of atrial remodeling, with atrial fibrosis playing a key role in AF maintenance, progression, and treatment response. AF prevalence rises with age, as sex hormone (estrogen, E2, and testosterone, TS) levels decline in both sexes, and aging-associated extracellular matrix (ECM) remodeling parallels these hormonal transitions during menopause and andropause. Furthermore, extensive experimental evidence supports the protective effect of E2 and TS against fibrotic remodeling. However, the mechanistic basis of sex hormone-dependent antifibrotic effects remains unclear. To identify potential underlying mechanisms, we extended our computational model of atrial-enriched fibroblast (Fb) by incorporating E2 and TS pathways. We validated predictions against a broad set of independent experimental data, demonstrating 81% concordance in cardiac Fbs and 100% in atrial Fbs under two AF-relevant profibrotic stimuli: angiotensin-II (AngII) and transforming growth factor-β (TGFβ). E2 and TS significantly attenuated profibrotic remodeling triggered by both AngII and TGFβ. E2 exerted protection by suppressing Smad3 and upstream regulators of Ca2+ signaling, reactive oxygen species (ROS) formation, and Jun N-terminal kinase (JNK). TS showed limited protection against TGFβ-induced fibrogenesis, but significantly blunted AngII-induced fibrotic responses mainly through Smad3. These analyses identified hormone-specific regulatory nodes through which E2 and TS mitigate atrial fibrogenesis, offering mechanistic insight into how loss of sex hormone-mediated protection may contribute to age- and sex-dependent atrial remodeling. Our findings provide a quantitative framework for exploring sex hormone-mediated regulation of atrial remodeling and highlight potential therapeutic targets for antifibrotic AF treatment.NEW & NOTEWORTHY We developed a sex-informed computational model of atrial Fb signaling and used it to identify the mechanistic basis of sex hormone-dependent antifibrotic effects. TS acted primarily through Smad3, whereas ROS-JNK signaling emerged as a dominant mediator of E2-dependent antifibrotic protection, largely through coordinated feedback regulation. These findings offer hormone-specific regulatory nodes that may serve as a potential target for durable antifibrotic therapy in AF across sex and age.
