The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like Pathology
(1) Background: The use of uncompetitive N-methyl-D-aspartate (NMDA) receptor antagonists results in neuroprotective benefits in patients with moderate to severe Alzheimer’s disease. In this study, we demonstrated mathematical and computer modelling of the excitotoxicity phenomenon and performed vir...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-03-01
|
| Series: | Journal of Clinical Medicine |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2077-0383/11/7/1858 |
| _version_ | 1797438773236072448 |
|---|---|
| author | Dariusz Świetlik Aida Kusiak Marta Krasny Jacek Białowąs |
| author_facet | Dariusz Świetlik Aida Kusiak Marta Krasny Jacek Białowąs |
| author_sort | Dariusz Świetlik |
| collection | DOAJ |
| description | (1) Background: The use of uncompetitive N-methyl-D-aspartate (NMDA) receptor antagonists results in neuroprotective benefits in patients with moderate to severe Alzheimer’s disease. In this study, we demonstrated mathematical and computer modelling of the excitotoxicity phenomenon and performed virtual memantine therapy. (2) Methods: A computer simulation environment of the N-methyl-D-aspartate receptor combining biological mechanisms of channel activation by means of excessive extracellular glutamic acid concentration in three models of excitotoxicity severity. The simulation model is based on sliding register tables, where each table is associated with corresponding synaptic inputs. Modelling of the increase in extracellular glutamate concentration, through over-stimulation of NMDA receptors and exacerbation of excitotoxicity, is performed by gradually increasing the parameters of phenomenological events by the power function. Pathological models were virtually treated with 3–30 µM doses of memantine compared to controls. (3) Results: The virtual therapy results of memantine at doses of 3–30 µM in the pathological models of excitotoxicity severity show statistically significant neuroprotective benefits in AD patients with moderate severity, 1.25 (95% CI, 1.18–1.32) vs. 1.76 (95% CI, 1.71–1.80) vs. 1.53 (95% CI, 1.48–1.59), (<i>p</i> < 0.001), to severe, 1.32 (95% CI, 1.12–1.53) vs. 1.77 (95% CI, 1.72–1.82) vs. 1.73 (95% CI, 1.68–1.79), (<i>p</i> < 0.001), in the area of effects on memory. A statistically significant benefit of memantine was demonstrated for all neuronal parameters in pathological models. In the mild severity model, a statistically significant increase in frequency was obtained relative to virtual memantine treatment with a dose of 3 µM, which was 23.5 Hz (95% CI, 15.5–28.4) vs. 38.8 Hz (95% CI, 34.0–43.6), (<i>p</i> < 0.0001). In the intermediate excitotoxicity severity model, a statistically significant increase in frequency was obtained relative to virtual memantine therapy with a 3 µM dose of 26.0 Hz (95% CI, 15.7–36.2) vs. 39.0 Hz (95% CI, 34.2–43.8) and a 10 µM dose of 26.0 Hz (95% CI, 15.7–36.2) vs. 30.9 Hz (95% CI, 26.4–35.4), (<i>p</i> < 0.0001). A statistically significant increase in frequency was obtained in the advanced excitotoxicity severity model as in the medium. (4) Conclusions: The NMDA antagonist memantine causes neuroprotective benefits in patients with moderate to severe AD. One of the most important benefits of memantine is the improvement of cognitive function and beneficial effects on memory. On the other hand, memantine provides only symptomatic and temporary support for AD patients. Memantine is prescribed in the US and Europe if a patient has moderate to severe AD. Memantine has also been approved for mild to moderate AD patients. However, its very modest effect provides motivation for further research into new drugs in AD. We are the first to present a mathematical model of the NMDA receptor that allows the simulation of excitotoxicity and virtual memantine therapy. |
| first_indexed | 2024-03-09T11:43:08Z |
| format | Article |
| id | doaj.art-0abd27b6f70646ad987489f9f6e731b5 |
| institution | Directory Open Access Journal |
| issn | 2077-0383 |
| language | English |
| last_indexed | 2024-03-09T11:43:08Z |
| publishDate | 2022-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Journal of Clinical Medicine |
| spelling | doaj.art-0abd27b6f70646ad987489f9f6e731b52023-11-30T23:27:51ZengMDPI AGJournal of Clinical Medicine2077-03832022-03-01117185810.3390/jcm11071858The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like PathologyDariusz Świetlik0Aida Kusiak1Marta Krasny2Jacek Białowąs3Division of Biostatistics and Neural Networks, Medical University of Gdansk, Debinki 1, 80-211 Gdansk, PolandDepartment of Periodontology and Oral Mucosa Diseases, Medical University of Gdansk, Debowa 1a, 80-204 Gdansk, PolandMedicare Dental Clinic, Popieluszki 17a/102, 01-595 Warsaw, PolandDivision of Anatomy and Neurobiology, Medical University of Gdansk, Debinki 1, 80-211 Gdansk, Poland(1) Background: The use of uncompetitive N-methyl-D-aspartate (NMDA) receptor antagonists results in neuroprotective benefits in patients with moderate to severe Alzheimer’s disease. In this study, we demonstrated mathematical and computer modelling of the excitotoxicity phenomenon and performed virtual memantine therapy. (2) Methods: A computer simulation environment of the N-methyl-D-aspartate receptor combining biological mechanisms of channel activation by means of excessive extracellular glutamic acid concentration in three models of excitotoxicity severity. The simulation model is based on sliding register tables, where each table is associated with corresponding synaptic inputs. Modelling of the increase in extracellular glutamate concentration, through over-stimulation of NMDA receptors and exacerbation of excitotoxicity, is performed by gradually increasing the parameters of phenomenological events by the power function. Pathological models were virtually treated with 3–30 µM doses of memantine compared to controls. (3) Results: The virtual therapy results of memantine at doses of 3–30 µM in the pathological models of excitotoxicity severity show statistically significant neuroprotective benefits in AD patients with moderate severity, 1.25 (95% CI, 1.18–1.32) vs. 1.76 (95% CI, 1.71–1.80) vs. 1.53 (95% CI, 1.48–1.59), (<i>p</i> < 0.001), to severe, 1.32 (95% CI, 1.12–1.53) vs. 1.77 (95% CI, 1.72–1.82) vs. 1.73 (95% CI, 1.68–1.79), (<i>p</i> < 0.001), in the area of effects on memory. A statistically significant benefit of memantine was demonstrated for all neuronal parameters in pathological models. In the mild severity model, a statistically significant increase in frequency was obtained relative to virtual memantine treatment with a dose of 3 µM, which was 23.5 Hz (95% CI, 15.5–28.4) vs. 38.8 Hz (95% CI, 34.0–43.6), (<i>p</i> < 0.0001). In the intermediate excitotoxicity severity model, a statistically significant increase in frequency was obtained relative to virtual memantine therapy with a 3 µM dose of 26.0 Hz (95% CI, 15.7–36.2) vs. 39.0 Hz (95% CI, 34.2–43.8) and a 10 µM dose of 26.0 Hz (95% CI, 15.7–36.2) vs. 30.9 Hz (95% CI, 26.4–35.4), (<i>p</i> < 0.0001). A statistically significant increase in frequency was obtained in the advanced excitotoxicity severity model as in the medium. (4) Conclusions: The NMDA antagonist memantine causes neuroprotective benefits in patients with moderate to severe AD. One of the most important benefits of memantine is the improvement of cognitive function and beneficial effects on memory. On the other hand, memantine provides only symptomatic and temporary support for AD patients. Memantine is prescribed in the US and Europe if a patient has moderate to severe AD. Memantine has also been approved for mild to moderate AD patients. However, its very modest effect provides motivation for further research into new drugs in AD. We are the first to present a mathematical model of the NMDA receptor that allows the simulation of excitotoxicity and virtual memantine therapy.https://www.mdpi.com/2077-0383/11/7/1858NMDA antagonistsmemantineAlzheimer’s diseaseneural networkscomputer simulationvirtual therapy |
| spellingShingle | Dariusz Świetlik Aida Kusiak Marta Krasny Jacek Białowąs The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like Pathology Journal of Clinical Medicine NMDA antagonists memantine Alzheimer’s disease neural networks computer simulation virtual therapy |
| title | The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like Pathology |
| title_full | The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like Pathology |
| title_fullStr | The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like Pathology |
| title_full_unstemmed | The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like Pathology |
| title_short | The Computer Simulation of Therapy with the NMDA Antagonist in Excitotoxic Neurodegeneration in an Alzheimer’s Disease-like Pathology |
| title_sort | computer simulation of therapy with the nmda antagonist in excitotoxic neurodegeneration in an alzheimer s disease like pathology |
| topic | NMDA antagonists memantine Alzheimer’s disease neural networks computer simulation virtual therapy |
| url | https://www.mdpi.com/2077-0383/11/7/1858 |
| work_keys_str_mv | AT dariuszswietlik thecomputersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology AT aidakusiak thecomputersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology AT martakrasny thecomputersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology AT jacekbiałowas thecomputersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology AT dariuszswietlik computersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology AT aidakusiak computersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology AT martakrasny computersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology AT jacekbiałowas computersimulationoftherapywiththenmdaantagonistinexcitotoxicneurodegenerationinanalzheimersdiseaselikepathology |