A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states.
In this study we have constructed a mathematical model of a recently proposed functional model known to be responsible for inducing waking, NREMS and REMS. Simulation studies using this model reproduced sleep-wake patterns as reported in normal animals. The model helps to explain neural mechanism(s)...
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2012-01-01
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doaj-423b6715e303454f9bb65281589cfc532020-11-25T02:16:51ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0178e4205910.1371/journal.pone.0042059A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states.Rupesh KumarAmitabha BoseBirendra Nath MallickIn this study we have constructed a mathematical model of a recently proposed functional model known to be responsible for inducing waking, NREMS and REMS. Simulation studies using this model reproduced sleep-wake patterns as reported in normal animals. The model helps to explain neural mechanism(s) that underlie the transitions between wake, NREMS and REMS as well as how both the homeostatic sleep-drive and the circadian rhythm shape the duration of each of these episodes. In particular, this mathematical model demonstrates and confirms that an underlying mechanism for REMS generation is pre-synaptic inhibition from substantia nigra onto the REM-off terminals that project on REM-on neurons, as has been recently proposed. The importance of orexinergic neurons in stabilizing the wake-sleep cycle is demonstrated by showing how even small changes in inputs to or from those neurons can have a large impact on the ensuing dynamics. The results from this model allow us to make predictions of the neural mechanisms of regulation and patho-physiology of REMS.http://europepmc.org/articles/PMC3414531?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rupesh Kumar Amitabha Bose Birendra Nath Mallick |
spellingShingle |
Rupesh Kumar Amitabha Bose Birendra Nath Mallick A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states. PLoS ONE |
author_facet |
Rupesh Kumar Amitabha Bose Birendra Nath Mallick |
author_sort |
Rupesh Kumar |
title |
A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states. |
title_short |
A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states. |
title_full |
A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states. |
title_fullStr |
A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states. |
title_full_unstemmed |
A mathematical model towards understanding the mechanism of neuronal regulation of wake-NREMS-REMS states. |
title_sort |
mathematical model towards understanding the mechanism of neuronal regulation of wake-nrems-rems states. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2012-01-01 |
description |
In this study we have constructed a mathematical model of a recently proposed functional model known to be responsible for inducing waking, NREMS and REMS. Simulation studies using this model reproduced sleep-wake patterns as reported in normal animals. The model helps to explain neural mechanism(s) that underlie the transitions between wake, NREMS and REMS as well as how both the homeostatic sleep-drive and the circadian rhythm shape the duration of each of these episodes. In particular, this mathematical model demonstrates and confirms that an underlying mechanism for REMS generation is pre-synaptic inhibition from substantia nigra onto the REM-off terminals that project on REM-on neurons, as has been recently proposed. The importance of orexinergic neurons in stabilizing the wake-sleep cycle is demonstrated by showing how even small changes in inputs to or from those neurons can have a large impact on the ensuing dynamics. The results from this model allow us to make predictions of the neural mechanisms of regulation and patho-physiology of REMS. |
url |
http://europepmc.org/articles/PMC3414531?pdf=render |
work_keys_str_mv |
AT rupeshkumar amathematicalmodeltowardsunderstandingthemechanismofneuronalregulationofwakenremsremsstates AT amitabhabose amathematicalmodeltowardsunderstandingthemechanismofneuronalregulationofwakenremsremsstates AT birendranathmallick amathematicalmodeltowardsunderstandingthemechanismofneuronalregulationofwakenremsremsstates AT rupeshkumar mathematicalmodeltowardsunderstandingthemechanismofneuronalregulationofwakenremsremsstates AT amitabhabose mathematicalmodeltowardsunderstandingthemechanismofneuronalregulationofwakenremsremsstates AT birendranathmallick mathematicalmodeltowardsunderstandingthemechanismofneuronalregulationofwakenremsremsstates |
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1724888564891648000 |