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A Mathematical Analysis of Aerobic Glycolysis Triggered by Glucose Uptake in Cones
Erika T Camacho1, Danielle Brager2, Ghizlane Elachouri3
1School of Mathematical & Natural Sciences, Arizona State University, Glendale, AZ, 85306, USA. erika.camacho@asu.edu.
Abstract:
Patients affected by retinitis pigmentosa, an inherited retinal disease, experience a decline in vision due to photoreceptor degeneration leading to irreversible blindness. Rod-derived cone viability factor (RdCVF) is the most promising mutation-independent treatment today. To identify pathologic processes leading to secondary cone photoreceptor dysfunction triggering central vision loss of these patients, we model the stimulation by RdCVF of glucose uptake in cones and glucose metabolism by aerobic glycolysis. We develop a nonlinear system of enzymatic functions and differential equations to mathematically model molecular and cellular interactions in a cone. We use uncertainty and sensitivity analysis to identify processes that have the largest effect on the system and their timeframes. We consider the case of a healthy cone, a cone with low levels of glucose, and a cone with low and no RdCVF. The three key processes identified are metabolism of fructose-1,6-bisphosphate, production of glycerol-3-phosphate and competition that rods exert on cone resources. The first two processes are proportional to the partition of the carbon flux between glycolysis and the pentose phosphate pathway or the Kennedy pathway, respectively. The last process is the rods' competition for glucose, which may explain why rods also provide the RdCVF signal to compensate.
Insights
Rod-derived cone viability factor (RdCVF) shows promise for retinitis pigmentosa. Modeling reveals that RdCVF stimulates glucose metabolism in cones, with rod competition for glucose being a key factor in vision loss.
Area of Science:
- Biochemistry
- Cell Biology
- Ophthalmology
Background:
- Retinitis pigmentosa causes photoreceptor degeneration and irreversible blindness.
- Rod-derived cone viability factor (RdCVF) is a potential mutation-independent treatment.
- Understanding cone dysfunction is crucial for treating central vision loss in retinitis pigmentosa.
Purpose of the Study:
- To model RdCVF stimulation of glucose uptake and metabolism in cones.
- To identify pathological processes underlying secondary cone photoreceptor dysfunction.
- To analyze the impact of glucose levels and RdCVF on cone metabolism.
Main Methods:
- Developed a nonlinear system of enzymatic functions and differential equations.
- Modeled molecular and cellular interactions within a cone.
- Utilized uncertainty and sensitivity analysis to identify key processes and timeframes.
Main Results:
- Identified three key processes: fructose-1,6-bisphosphate metabolism, glycerol-3-phosphate production, and rod competition for glucose.
- Metabolism and production processes are proportional to carbon flux partitioning.
- Rod competition for glucose may explain RdCVF compensation by rods.
Conclusions:
- RdCVF influences cone glucose metabolism through specific enzymatic pathways.
- Rod competition for glucose is a significant factor in cone dysfunction.
- These findings provide insights into potential therapeutic strategies for retinitis pigmentosa.
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