A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus

Butz M, Lehmann K, Dammasch IE, Teuchert-Noodt G (2006)
NEURAL NETWORKS 19(10): 1490-1505.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Autor*in
Butz, Markus; Lehmann, Konrad; Dammasch, Ingolf E.; Teuchert-Noodt, GertraudUniBi
Abstract / Bemerkung
We describe a strongly biologically motivated artificial neural network approach to model neurogenesis and synaptic turnover as it naturally occurs for example in the hippocampal dentate gyrus (DG) of the developing and adult mammalian and human brain. The results suggest that cell proliferation (CP) has not only a functional meaning for computational tasks and learning but is also relevant for maintaining homeostatic stability of the neural activity. Moderate rates of CP buffer disturbances in input activity more effectively than networks without or very high CR. Up to a critical mark an increase of CP enhances synaptogenesis which might be beneficial for learning. However, higher rates of CP are rather ineffective as they destabilize the network: high CP rates and a disturbing input activity effect a reduced cell survival. By these results the simulation model sheds light on the recurrent interdependence of structure and function in biological neural networks especially in hippocampal circuits and the interacting morphogenetic effects of neurogenesis and synaptogenesis. (c) 2006 Elsevier Ltd. All rights reserved.
Stichworte
network model; apoptosis; cell proliferation; synaptogenesis; neurogenesis; hippocampus; rewiring; homoestatic plasticity
Erscheinungsjahr
2006
Zeitschriftentitel
NEURAL NETWORKS
Band
19
Ausgabe
10
Seite(n)
1490-1505
ISSN
0893-6080
Page URI
https://pub.uni-bielefeld.de/record/1596265

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Butz M, Lehmann K, Dammasch IE, Teuchert-Noodt G. A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus. NEURAL NETWORKS. 2006;19(10):1490-1505.
Butz, M., Lehmann, K., Dammasch, I. E., & Teuchert-Noodt, G. (2006). A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus. NEURAL NETWORKS, 19(10), 1490-1505. https://doi.org/10.1016/j.neunet.2006.07.007
Butz, Markus, Lehmann, Konrad, Dammasch, Ingolf E., and Teuchert-Noodt, Gertraud. 2006. “A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus”. NEURAL NETWORKS 19 (10): 1490-1505.
Butz, M., Lehmann, K., Dammasch, I. E., and Teuchert-Noodt, G. (2006). A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus. NEURAL NETWORKS 19, 1490-1505.
Butz, M., et al., 2006. A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus. NEURAL NETWORKS, 19(10), p 1490-1505.
M. Butz, et al., “A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus”, NEURAL NETWORKS, vol. 19, 2006, pp. 1490-1505.
Butz, M., Lehmann, K., Dammasch, I.E., Teuchert-Noodt, G.: A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus. NEURAL NETWORKS. 19, 1490-1505 (2006).
Butz, Markus, Lehmann, Konrad, Dammasch, Ingolf E., and Teuchert-Noodt, Gertraud. “A theoretical network model to analyse neurogenesis and synaptogenesis in the dentate gyrus”. NEURAL NETWORKS 19.10 (2006): 1490-1505.

27 Zitationen in Europe PMC

Daten bereitgestellt von Europe PubMed Central.

GABAa excitation and synaptogenesis after Status Epilepticus - A computational study.
França KLA, de Almeida AG, Saddow SE, Santos LEC, Scorza CA, Scorza FA, Rodrigues AM., Sci Rep 8(1), 2018
PMID: 29520076
Adult Neurogenesis in Sheep: Characterization and Contribution to Reproduction and Behavior.
Lévy F, Batailler M, Meurisse M, Migaud M., Front Neurosci 11(), 2017
PMID: 29109674
Sex hormones and adult hippocampal neurogenesis: Regulation, implications, and potential mechanisms.
Mahmoud R, Wainwright SR, Galea LA., Front Neuroendocrinol 41(), 2016
PMID: 26988999
Chemical olfactory signals and parenthood in mammals.
Corona R, Lévy F., Horm Behav 68(), 2015
PMID: 25038290
Hippocampal learning, memory, and neurogenesis: Effects of sex and estrogens across the lifespan in adults.
Duarte-Guterman P, Yagi S, Chow C, Galea LA., Horm Behav 74(), 2015
PMID: 26122299
Neurogenesis paradoxically decreases both pattern separation and memory interference.
Finnegan R, Becker S., Front Syst Neurosci 9(), 2015
PMID: 26500511
Homeostatic structural plasticity increases the efficiency of small-world networks.
Butz M, Steenbuck ID, van Ooyen A., Front Synaptic Neurosci 6(), 2014
PMID: 24744727
Enhanced synaptic connectivity in the dentate gyrus during epileptiform activity: network simulation.
França KL, de Almeida AC, Infantosi AF, Duarte MA, da Silveira GA, Scorza FA, Arida RM, Arida RM, Cavalheiro EA, Rodrigues AM., Comput Intell Neurosci 2013(), 2013
PMID: 23431287
Nuclear factor of activated T cells (NFATc4) is required for BDNF-dependent survival of adult-born neurons and spatial memory formation in the hippocampus.
Quadrato G, Benevento M, Alber S, Jacob C, Floriddia EM, Nguyen T, Elnaggar MY, Pedroarena CM, Molkentin JD, Di Giovanni S., Proc Natl Acad Sci U S A 109(23), 2012
PMID: 22586092
Evidence for cell proliferation in the sheep brain and its down-regulation by parturition and interactions with the young.
Brus M, Meurisse M, Franceschini I, Keller M, Lévy F., Horm Behav 58(5), 2010
PMID: 20692260
Self-organized criticality in developing neuronal networks.
Tetzlaff C, Okujeni S, Egert U, Wörgötter F, Butz M., PLoS Comput Biol 6(12), 2010
PMID: 21152008
Learning about brain physiology and complexity from the study of the epilepsies.
Garcia-Cairasco N., Braz J Med Biol Res 42(1), 2009
PMID: 19219300
Activity-dependent structural plasticity.
Butz M, Wörgötter F, van Ooyen A., Brain Res Rev 60(2), 2009
PMID: 19162072
Cell proliferation and synaptogenesis in the cerebellum after focal cerebral ischemia.
Jung SH, Lee ST, Chu K, Park JE, Lee SU, Han TR, Kim M., Brain Res 1284(), 2009
PMID: 19486898
A model for cortical rewiring following deafferentation and focal stroke.
Butz M, van Ooyen A, Wörgötter F., Front Comput Neurosci 3(), 2009
PMID: 19680468
Inverse relationship between adult hippocampal cell proliferation and synaptic rewiring in the dentate gyrus.
Butz M, Teuchert-Noodt G, Grafen K, van Ooyen A., Hippocampus 18(9), 2008
PMID: 18481284

101 References

Daten bereitgestellt von Europe PubMed Central.

Synaptic plasticity: taming the beast.
Abbott LF, Nelson SB., Nat. Neurosci. 3 Suppl(), 2000
PMID: 11127835
Metaplasticity: a new vista across the field of synaptic plasticity.
Abraham WC, Tate WP., Prog. Neurobiol. 52(4), 1997
PMID: 9247968
Cerebellar grafting in the oculomotor system as a model to study target influence on adult neurons.
Benitez-Temino B, de la Cruz RR, Tena JJ, Pastor AM., Brain Res. Brain Res. Rev. 49(2), 2004
PMID: 16111559
Enriched environment and physical activity stimulate hippocampal but not olfactory bulb neurogenesis.
Brown J, Cooper-Kuhn CM, Kempermann G, Van Praag H, Winkler J, Gage FH, Kuhn HG., Eur. J. Neurosci. 17(10), 2003
PMID: 12786970
Functional integration of adult-born neurons.
Carlen M, Cassidy RM, Brismar H, Smith GA, Enquist LW, Frisen J., Curr. Biol. 12(7), 2002
PMID: 11937032
The common properties of neurogenesis in the adult brain: from invertebrates to vertebrates.
Cayre M, Malaterre J, Scotto-Lomassese S, Strambi C, Strambi A., Comp. Biochem. Physiol. B, Biochem. Mol. Biol. 132(1), 2002
PMID: 11997205
Unsupervised learning and adaptation in a model of adult neurogenesis.
Cecchi GA, Petreanu LT, Alvarez-Buylla A, Magnasco MO., J Comput Neurosci 11(2), 2001
PMID: 11717533
Purkinje cell spinogenesis during architectural rewiring in the mature cerebellum.
Cesa R, Morando L, Strata P., Eur. J. Neurosci. 22(3), 2005
PMID: 16101739
Simulated apoptosis/neurogenesis regulates learning and memory capabilities of adaptive neural networks.
Chambers RA, Potenza MN, Hoffman RE, Miranker W., Neuropsychopharmacology 29(4), 2004
PMID: 14702022
Neuronal regulation: A mechanism for synaptic pruning during brain maturation.
Chechik G, Meilijson I, Ruppin E., Neural Comput 11(8), 1999
PMID: 10578044
Prenatal stress diminishes neurogenesis in the dentate gyrus of juvenile rhesus monkeys.
Coe CL, Kramer M, Czeh B, Gould E, Reeves AJ, Kirschbaum C, Fuchs E., Biol. Psychiatry 54(10), 2003
PMID: 14625144
Regressive events in neurogenesis.
Cowan WM, Fawcett JW, O'Leary DD, Stanfield BB., Science 225(4668), 1984
PMID: 6474175
Compensation type algorithms for neural nets: stability and convergence.
Cromme LJ, Dammasch IE., J Math Biol 27(3), 1989
PMID: 2746141
Modification of neuron numbers in the visual system of the rat.
Cunningham TJ, Huddelston C, Murray M., J. Comp. Neurol. 184(2), 1979
PMID: 762291
gamma-Aminobutyric acid enables synaptogenesis in the intact superior cervical ganglion of the adult rat.
Dames W, Joo F, Feher O, Toldi J, Wolff JR., Neurosci. Lett. 54(2-3), 1985
PMID: 3991056
On the properties of randomly connected McCulloch–Pitts networks: Differences between input-constant and input variant networks
Dammasch, Cybernetics and Systems 15(), 1984
Self-stabilization of neuronal networks. I. The compensation algorithm for synaptogenesis.
Dammasch IE, Wagner GP, Wolff JR., Biol Cybern 54(4-5), 1986
PMID: 3017460
Self-stabilization of neuronal networks. II. Stability conditions for synaptogenesis.
Dammasch IE, Wagner GP, Wolff JR., Biol Cybern 58(3), 1988
PMID: 3358950
Structural realization of a Hebb-type learning rule
Dammasch, 1989
Timing and site of nerve growth factor synthesis in developing skin in relation to innervation and expression of the receptor.
Davies AM, Bandtlow C, Heumann R, Korsching S, Rohrer H, Thoenen H., Nature 326(6111), 1987
PMID: 3031505
Spatial memory performances of aged rats in the water maze predict levels of hippocampal neurogenesis.
Drapeau E, Mayo W, Aurousseau C, Le Moal M, Piazza PV, Abrous DN., Proc. Natl. Acad. Sci. U.S.A. 100(24), 2003
PMID: 14614143
Neurogenesis in the adult human hippocampus.
Eriksson PS, Perfilieva E, Bjork-Eriksson T, Alborn AM, Nordborg C, Peterson DA, Gage FH., Nat. Med. 4(11), 1998
PMID: 9809557
VEGF is necessary for exercise-induced adult hippocampal neurogenesis.
Fabel K, Fabel K, Tam B, Kaufer D, Baiker A, Simmons N, Kuo CJ, Palmer TD., Eur. J. Neurosci. 18(10), 2003
PMID: 14656329
Suppression of programmed neuronal death by sustained elevation of cytoplasmic calcium.
Franklin JL, Johnson EM Jr., Trends Neurosci. 15(12), 1992
PMID: 1282751
The role of depolarization in the survival and differentiation of cerebellar granule cells in culture.
Gallo V, Kingsbury A, Balazs R, Jorgensen OS., J. Neurosci. 7(7), 1987
PMID: 2886565
Neurogenesis in adulthood: a possible role in learning.
Gould E, Tanapat P, Hastings NB, Shors TJ., Trends Cogn. Sci. (Regul. Ed.) 3(5), 1999
PMID: 10322475

Griffith, 1971
Long-term dendritic spine stability in the adult cortex.
Grutzendler J, Kasthuri N, Gan WB., Nature 420(6917), 2002
PMID: 12490949
From embryo to adult: persistent neurogenesis and apoptotic cell death shape the lobster deutocerebrum.
Harzsch S, Miller J, Benton J, Beltz B., J. Neurosci. 19(9), 1999
PMID: 10212307
Rapid extension of axons into the CA3 region by adult-generated granule cells.
Hastings NB, Gould E., J. Comp. Neurol. 413(1), 1999
PMID: 10464376
Granule neurons generated during development extend divergent axon collaterals to hippocampal area CA3.
Hastings NB, Seth MI, Tanapat P, Rydel TA, Gould E., J. Comp. Neurol. 452(4), 2002
PMID: 12355416
Late behavioural and neuropathological effects of local brain irradiation in the rat.
Hodges H, Katzung N, Sowinski P, Hopewell JW, Wilkinson JH, Bywaters T, Rezvani M., Behav. Brain Res. 91(1-2), 1998
PMID: 9578444
Adult brain neurogenesis and depression.
Jacobs BL., Brain Behav. Immun. 16(5), 2002
PMID: 12401475
Glutamate enhancement of neurite outgrowth in Helisoma neurons
Jones, Society of Neuroscience (Abstracts) 12(), 1986
Effects of enriched and of restricted rearing on both neurogenesis and synaptogenesis in the hippocampal dentate gyrus of adult gerbils (Meriones unguiculatus)
Keller, Neurology Psychiatry and Brain Research 8(), 2000
Functional significance of adult neurogenesis.
Kempermann G, Wiskott L, Gage FH., Curr. Opin. Neurobiol. 14(2), 2004
PMID: 15082323
More hippocampal neurons in adult mice living in an enriched environment.
Kempermann G, Kuhn HG, Gage FH., Nature 386(6624), 1997
PMID: 9087407
Offer and demand: proliferation and survival of neurons in the dentate gyrus.
Lehmann K, Butz M, Teuchert-Noodt G., Eur. J. Neurosci. 21(12), 2005
PMID: 16026459
Neurotransmitter regulation of neuronal outgrowth, plasticity and survival.
Lipton SA, Kater SB., Trends Neurosci. 12(7), 1989
PMID: 2475939
Activity differentially regulates the surface expression of synaptic AMPA and NMDA glutamate receptors.
Lissin DV, Gomperts SN, Carroll RC, Christine CW, Kalman D, Kitamura M, Hardy S, Nicoll RA, Malenka RC, von Zastrow M., Proc. Natl. Acad. Sci. U.S.A. 95(12), 1998
PMID: 9618545
Changes in the distribution and connectivity of interneurons in the epileptic human dentate gyrus.
Magloczky Z, Wittner L, Borhegyi Z, Halasz P, Vajda J, Czirjak S, Freund TF., Neuroscience 96(1), 2000
PMID: 10683405
Remodeling of synaptic structure in sensory cortical areas in vivo.
Majewska AK, Newton JR, Sur M., J. Neurosci. 26(11), 2006
PMID: 16540580
Calcium regulation of neurite elongation and growth cone motility.
Mattson MP, Kater SB., J. Neurosci. 7(12), 1987
PMID: 3121806
A logical calculus of ideas immanent in nervous activity
McCulloch, Bulletin of Mathematical Biophysics 5(), 1943
Stress and hippocampal plasticity.
McEwen BS., Annu. Rev. Neurosci. 22(), 1999
PMID: 10202533
Hippocampal cell genesis does not correlate with spatial learning ability in aged rats.
Merrill DA, Karim R, Darraq M, Chiba AA, Tuszynski MH., J. Comp. Neurol. 459(2), 2003
PMID: 12640670
The role of constraints in Hebbian learning
Miller, Neural Computation 6(), 1994
NMDA receptor antagonist treatment increases the production of new neurons in the aged rat hippocampus.
Nacher J, Alonso-Llosa G, Rosell DR, McEwen BS., Neurobiol. Aging 24(2), 2003
PMID: 12498961
Enriched environment increases neurogenesis in the adult rat dentate gyrus and improves spatial memory.
Nilsson M, Perfilieva E, Johansson U, Orwar O, Eriksson PS., J. Neurobiol. 39(4), 1999
PMID: 10380078
Reassessing the mechanisms and origins of vocal learning in birds.
Nottebohm F., Trends Neurosci. 14(5), 1991
PMID: 1713723
Activity-dependent modulation of synaptic AMPA receptor accumulation.
O'Brien RJ, Kamboj S, Ehlers MD, Rosen KR, Fischbach GD, Huganir RL., Neuron 21(5), 1998
PMID: 9856462
Survival of isthmo-optic neurons after early removal of one eye
O’Leary, Developmental Brain Research 12(), 1984

Palm, 1982
Dentate granule cell neurogenesis is increased by seizures and contributes to aberrant network reorganization in the adult rat hippocampus.
Parent JM, Yu TW, Leibowitz RT, Geschwind DH, Sloviter RS, Lowenstein DH., J. Neurosci. 17(10), 1997
PMID: 9133393
Dendritic plasticity of CA1 pyramidal neurons after transient global ischemia.
Ruan YW, Zou B, Fan Y, Li Y, Lin N, Zeng YS, Gao TM, Yao Z, Xu ZC., Neuroscience 140(1), 2006
PMID: 16529877
Suppression of adult neurogenesis impairs olfactory learning and memory in an adult insect.
Scotto-Lomassese S, Strambi C, Strambi A, Aouane A, Augier R, Rougon G, Cayre M., J. Neurosci. 23(28), 2003
PMID: 14561855
Untreated depression and hippocampal volume loss.
Sheline YI, Gado MH, Kraemer HC., Am J Psychiatry 160(8), 2003
PMID: 12900317
Neurogenesis in the adult is involved in the formation of trace memories.
Shors TJ, Miesegaes G, Beylin A, Zhao M, Rydel T, Gould E., Nature 410(6826), 2001
PMID: 11268214
Neurogenesis may relate to some but not all types of hippocampal-dependent learning.
Shors TJ, Townsend DA, Zhao M, Kozorovitskiy Y, Gould E., Hippocampus 12(5), 2002
PMID: 12440573
Neuronal degradation and reorganization: A mutual principle in pathological and in healthy interactions of limbic and prefrontal circuits
Teuchert-Noodt, Journal of Neural Transmission 60(Suppl.), 2000
Stress inhibits the proliferation of granule cell precursors in the developing dentate gyrus.
Tanapat P, Galea LA, Gould E., Int. J. Dev. Neurosci. 16(3-4), 1998
PMID: 9785120
Long-term in vivo imaging of experience-dependent synaptic plasticity in adult cortex.
Trachtenberg JT, Chen BE, Knott GW, Feng G, Sanes JR, Welker E, Svoboda K., Nature 420(6917), 2002
PMID: 12490942
Activity-dependent outgrowth of neurons and overshoot phenomena in developing neural networks
van, Journal of Theoretical Biology 167(), 1994
Activity-dependent neural network development
van, Network: Computation in Neural Systems 5(), 1994
Implications of activity dependent neurite outgrowth for neuronal morphology and network development.
Van Ooyen A, Van Pelt J, Corner MA., J. Theor. Biol. 172(1), 1995
PMID: 7891450
Activity-dependent neurite outgrowth: Implications for network development and neuronal morphology
van, 2003
Running increases cell proliferation and neurogenesis in the adult mouse dentate gyrus.
van Praag H, Kempermann G, Gage FH., Nat. Neurosci. 2(3), 1999
PMID: 10195220
Functional neurogenesis in the adult hippocampus.
van Praag H, Schinder AF, Christie BR, Toni N, Palmer TD, Gage FH., Nature 415(6875), 2002
PMID: 11875571
Evidence for a dual role of GABA as a synaptic transmitter and a promoter of synaptogenesis
Wolff, 1981
Hirnentwicklung
Wolff, 1982
Selforganization in synaptogenesis: Interaction between the formation of excitatory and inhibitory synapses
Wolff, 1983
Synaptic remodelling during primary and reactive synaptogenesis
Wolff, 1989
Synaptic reorganization in developing and adult nervous systems.
Wolff JR, Missler M., Ann. Anat. 174(5), 1992
PMID: 1449216
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