Network model‐based screen for FDA‐approved drugs affecting cardiac fibrosis

AC Zeigler, AS Chandrabhatla… - CPT …, 2021 - Wiley Online Library
Cardiac fibrosis is a significant component of pathological heart remodeling, yet it is not
directly targeted by existing drugs. Systems pharmacology approaches have the potential to …

[HTML][HTML] Computational screen for sex-specific drug effects in a cardiac fibroblast signaling network model

KM Watts, W Nichols, WJ Richardson - Scientific Reports, 2023 - nature.com
Heart disease is the leading cause of death in both men and women. Cardiac fibrosis is the
uncontrolled accumulation of extracellular matrix proteins, which can exacerbate the …

Virtual drug screen reveals context‐dependent inhibition of cardiomyocyte hypertrophy

TG Eggertsen, JJ Saucerman - British Journal of Pharmacology, 2023 - Wiley Online Library
Background and Purpose Pathological cardiomyocyte hypertrophy is a response to cardiac
stress that typically leads to heart failure. Despite being a primary contributor to pathological …

Computational modeling of cardiac fibroblasts and fibrosis

AC Zeigler, WJ Richardson, JW Holmes… - Journal of molecular and …, 2016 - Elsevier
Altered fibroblast behavior can lead to pathologic changes in the heart such as arrhythmia,
diastolic dysfunction, and systolic dysfunction. Computational models are increasingly used …

A computational model of cardiac fibroblast signaling predicts context-dependent drivers of myofibroblast differentiation

AC Zeigler, WJ Richardson, JW Holmes… - Journal of molecular and …, 2016 - Elsevier
Cardiac fibroblasts support heart function, and aberrant fibroblast signaling can lead to
fibrosis and cardiac dysfunction. Yet how signaling molecules drive myofibroblast …

[HTML][HTML] Computational Screen for Sex-Specific Drug Effects in a Cardiac Fibroblast Network Model

KM Watts, W Nichols, WJ Richardson - bioRxiv, 2023 - ncbi.nlm.nih.gov
Heart disease is the leading cause of death in both men and women. Cardiac fibrosis is the
uncontrolled accumulation of extracellular matrix proteins which can exacerbate the …

[HTML][HTML] Predictive model identifies key network regulators of cardiomyocyte mechano-signaling

PM Tan, KS Buchholz, JH Omens… - PLoS Computational …, 2017 - journals.plos.org
Mechanical strain is a potent stimulus for growth and remodeling in cells. Although many
pathways have been implicated in stretch-induced remodeling, the control structures by …

[HTML][HTML] In vitro assays and imaging methods for drug discovery for cardiac fibrosis

G Palano, A Foinquinos, E Müllers - Frontiers in Physiology, 2021 - frontiersin.org
As a result of stress, injury, or aging, cardiac fibrosis is characterized by excessive
deposition of extracellular matrix (ECM) components resulting in pathological remodeling …

Logic-based mechanistic machine learning on high-content images reveals how drugs differentially regulate cardiac fibroblasts

AR Nelson, SL Christiansen… - Proceedings of the …, 2024 - National Acad Sciences
Fibroblasts are essential regulators of extracellular matrix deposition following cardiac
injury. These cells exhibit highly plastic responses in phenotype during fibrosis in response …

[HTML][HTML] Computational modeling predicts simultaneous targeting of fibroblasts and epithelial cells is necessary for treatment of pulmonary fibrosis

HC Warsinske, AK Wheaton, KK Kim… - Frontiers in …, 2016 - frontiersin.org
Pulmonary fibrosis is pathologic remodeling of lung tissue that can result in difficulty
breathing, reduced quality of life, and a poor prognosis for patients. Fibrosis occurs as a …