| Keyword search (4,164 papers available) | ![]() |
"Mathematical Modeling" Keyword-tagged Publications:
| Title | Authors | PubMed ID | |
|---|---|---|---|
| 1 | Lactate's behavioral switch in the brain: An in-silico model | Soltanzadeh M; Blanchard S; Soucy JP; Benali H; | 37865309 PERFORM |
| 2 | Editorial: Computational systems immunovirology | Zarei Ghobadi M; Teymoori-Rad M; Selvaraj G; Wei DQ; | 37475870 CHEMBIOCHEM |
| 3 | On Left Ventricle Stroke Work Efficiency in Children with Moderate Aortic Valve Regurgitation or Moderate Aortic Valve Stenosis | Asaadi M; Mawad W; Djebbari A; Keshavardz-Motamed Z; Dahdah N; Kadem L; | 34357415 ENCS |
| 4 | Using Models to (Re-)Design Synthetic Circuits. | McCallum G, Potvin-Trottier L | 33405217 BIOLOGY |
| Title: | Lactate's behavioral switch in the brain: An in-silico model | ||||
| Authors: | Soltanzadeh M, Blanchard S, Soucy JP, Benali H | ||||
| Link: | https://pubmed.ncbi.nlm.nih.gov/37865309/ | ||||
| DOI: | 10.1016/j.jtbi.2023.111648 | ||||
| Publication: | Journal of theoretical biology | ||||
| Keywords: | Astrocytes; Brain Metabolism; Lactate; Mathematical Modeling; Optimization; | ||||
| PMID: | 37865309 | Category: | Date Added: | 2023-10-23 | |
| Dept Affiliation: |
PERFORM
1 PERFORM Centre, Concordia University, Montreal, Canada; Electrical and Computer Engineering Department, Concordia University, Montreal, Canada. Electronic address: milad.soltanzadeh@mail.utoronto.ca. 2 University of Rennes, INSERM, LTSI-UMR 1099, F-35000, Rennes, France. 3 PERFORM Centre, Concordia University, Montreal, Canada; Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada. Electronic address: jean-paul.soucy@mcgill.ca. 4 PERFORM Centre, Concordia University, Montreal, Canada; Electrical and Computer Engineering Department, Concordia University, Montreal, Canada. Electronic address: habib.benali@concordia.ca. |
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Description: |
Emerging evidence emphasizes lactate's involvement in both physiological processes (energy metabolism, memory, etc.) and disease (traumatic brain injury, epilepsy, etc.). Furthermore, the usefulness of mathematical modeling in deciphering underlying dynamics of the brain to investigate lactate roles and mechanisms of action has been well established. Here, we analyze a novel mathematical model of brain lactate exchanges between four compartments: neurons, astrocytes, capillaries, and extracellular space. A system of four ordinary differential equations is proposed to explain interactions between these compartments. We first optimize and analyze the model's parameters under normal, resting state conditions, and then use it to simulate changes linked to elevated arterial lactate. Our results show that even though increased arterial lactate results in increased uptake by astrocytes and release to the extracellular space, it cannot strongly recover the initial drop in neuronal lactate concentration. Also, we show that the direction of lactate transport between the compartments is influenced by the maximum astrocyte production rate and the transport rate between astrocytes and extracellular space. |



