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 …
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 …
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 …
stress that typically leads to heart failure. Despite being a primary contributor to pathological …
Computational modeling of cardiac fibroblasts and fibrosis
Altered fibroblast behavior can lead to pathologic changes in the heart such as arrhythmia,
diastolic dysfunction, and systolic dysfunction. Computational models are increasingly used …
diastolic dysfunction, and systolic dysfunction. Computational models are increasingly used …
A computational model of cardiac fibroblast signaling predicts context-dependent drivers of myofibroblast differentiation
Cardiac fibroblasts support heart function, and aberrant fibroblast signaling can lead to
fibrosis and cardiac dysfunction. Yet how signaling molecules drive myofibroblast …
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 …
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 …
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 …
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 …
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 …
breathing, reduced quality of life, and a poor prognosis for patients. Fibrosis occurs as a …