Quantifying anti-DUX4 therapy for facioscapulohumeral muscular dystrophy
Cowley, M. V.; Zammit, P. S.; Banerji, C. R. S.
Show abstract
Facioscapulohumeral muscular dystrophy (FSHD) is an inherited skeletal myopathy with no cure. Expression of the myotoxic transcription factor double homeobox 4 (DUX4) is believed to underlie FSHD pathogenesis and many proposed therapies target DUX4 generation or function. Which of these therapies will be the most effective is unclear. Here, by constructing a Markov-chain-based mathematical model of DUX4-mediated myotoxity in FSHD, we interrogate various anti-DUX4 FSHD therapeutic strategies. We derive an analytical function for myonuclear life expectancy in terms of the parameters of DUX4 expression and function. In a biologically relevant parameter regime, therapeutically decreasing the DUX4 protein diffusion rate is, surprisingly, predicted to be more effective at increasing myonuclear life expectancy than reducing the rate of myonuclear apoptosis caused by the expression of DUX4-target genes. We find that targeting elements of DUX4 transcription/translation, such as mRNA stability via siRNA therapy, has a limited predicted impact on DUX4-meditated toxicity when performed in isolation. However, our model predicts a super-additive effect from combining transcription/translation targeting strategies with approaches that minimise DUX4 diffusion-mediated import into neighbouring myonuclei. Importantly, we provide a computational tool to test and inform therapeutic designs, enabling pre-clinical screening of FSHD treatment approaches.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Two-variable nullcline analysis of ionic general equilibrium predicts calcium homeostasis in ventricular myocytes 95%
- Chemotherapy-Induced Cachexia and Model-Informed Dosing to Preserve Lean Mass in Cancer Treatment 94%
- Dose-dependent thresholds of dexamethasone destabilize CAR T-cell treatment efficacy 94%
Similar papers in this journal
- Spatial redistribution of neurosecretory vesicles upon stimulation accelerates their directed transport to the plasma membrane 95%
- SARS-CoV-2 infection dynamics in Denmark, February through October 2020: Nature of the past epidemic and how it may develop in the future 94%
- An amplified derepression controller with multisite inhibition and positive feedback 93%
Similar papers in this journal
- Mathematical modelling of autoimmune myocarditis and the effects of immune checkpoint inhibitors 96%
- Homo-Oligomerisation in Signal Transduction: Dynamics, Homeostasis, Ultrasensitivity, Bistability 94%
- Interplay of p53 and XIAP protein dynamics orchestrates cell fate in response to chemotherapy 94%
Similar papers in this journal
- Phenotypic Approaches to T Cell Activation: A Comparative Mathematical Modeling Study 94%
- Migrastatic Therapy as a Potential Game-Changer inAdaptive Cancer Treatment 93%
- Computational quantification of global effects induced by mutations and drugs in signaling networks of colorectal cancer cells. 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.