Biphasic Cholinergic Modulation of Reverberatory Activity in Neuronal Networks.
Xiao-Wei Li, Yi Ren, Dong-Qing Shi, Lei Qi, Fang Xu, Yanyang Xiao, Pak-Ming Lau, Guo-Qiang Bi
Author Information
Xiao-Wei Li: CAS Key Laboratory of Brain Function and Disease, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, China. ORCID
Yi Ren: CAS Key Laboratory of Brain Function and Disease, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, China.
Dong-Qing Shi: CAS Key Laboratory of Brain Function and Disease, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, China. ORCID
Lei Qi: CAS Key Laboratory of Brain Function and Disease, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, China.
Fang Xu: CAS Key Laboratory of Brain Connectome and Manipulation, Interdisciplinary Center for Brain Information, the Brain Cognition and Brain Disease Institute (BCBDI), Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China.
Yanyang Xiao: CAS Key Laboratory of Brain Connectome and Manipulation, Interdisciplinary Center for Brain Information, the Brain Cognition and Brain Disease Institute (BCBDI), Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China. yy.xiao@siat.ac.cn.
Pak-Ming Lau: CAS Key Laboratory of Brain Function and Disease, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, China. plau@ustc.edu.cn. ORCID
Guo-Qiang Bi: CAS Key Laboratory of Brain Function and Disease, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, China. ORCID
Acetylcholine (ACh) is an important neuromodulator in various cognitive functions. However, it is unclear how ACh influences neural circuit dynamics by altering cellular properties. Here, we investigated how ACh influences reverberatory activity in cultured neuronal networks. We found that ACh suppressed the occurrence of evoked reverberation at low to moderate doses, but to a much lesser extent at high doses. Moreover, high doses of ACh caused a longer duration of evoked reverberation, and a higher occurrence of spontaneous activity. With whole-cell recording from single neurons, we found that ACh inhibited excitatory postsynaptic currents (EPSCs) while elevating neuronal firing in a dose-dependent manner. Furthermore, all ACh-induced cellular and network changes were blocked by muscarinic, but not nicotinic receptor antagonists. With computational modeling, we found that simulated changes in EPSCs and the excitability of single cells mimicking the effects of ACh indeed modulated the evoked network reverberation similar to experimental observations. Thus, ACh modulates network dynamics in a biphasic fashion, probably by inhibiting excitatory synaptic transmission and facilitating neuronal excitability through muscarinic signaling pathways.
Marder E. Neuromodulation of neuronal circuits: Back to the future. Neuron 2012, 76: 1���11.
[PMID: 23040802]
Avery MC, Krichmar JL. Neuromodulatory systems and their interactions: A review of models, theories, and experiments. Front Neural Circuits 2017, 11: 108.
[PMID: 29311844]
Li X, Yu B, Sun Q, Zhang Y, Ren M, Zhang X. Generation of a whole-brain atlas for the cholinergic system and mesoscopic projectome analysis of basal forebrain cholinergic neurons. Proc Natl Acad Sci U S A 2018, 115: 415���420.
[PMID: 29259118]
Picciotto MR, Higley MJ, Mineur YS. Acetylcholine as a neuromodulator: Cholinergic signaling shapes nervous system function and behavior. Neuron 2012, 76: 116���129.
[PMID: 23040810]
Crow TJ, Grove-White IG. An analysis of the learning deficit following hyoscine administration to man. Br J Pharmacol 1973, 49: 322���327.
[PMID: 4793334]
Ridley RM, Bowes PM, Baker HF, Crow TJ. An involvement of acetylcholine in object discrimination learning and memory in the marmoset. Neuropsychologia 1984, 22: 253���263.
[PMID: 6431311]
von Linstow Roloff E, Harbaran D, Micheau J, Platt B, Riedel G. Dissociation of cholinergic function in spatial and procedural learning in rats. Neuroscience 2007, 146: 875���889.
[DOI: 10.1016/j.neuroscience.2007.02.038]
Flicker C, Dean RL, Watkins DL, Fisher SK, Bartus RT. Behavioral and neurochemical effects following neurotoxic lesions of a major cholinergic input to the cerebral cortex in the rat. Pharmacol Biochem Behav 1983, 18: 973���981.
[PMID: 6889421]
Ridley RM, Murray TK, Johnson JA, Baker HF. Learning impairment following lesion of the basal nucleus of Meynert in the marmoset: Modification by cholinergic drugs. Brain Res 1986, 376: 108���116.
[PMID: 3087582]
Easton A, Ridley RM, Baker HF, Gaffan D. Unilateral lesions of the cholinergic basal forebrain and fornix in one hemisphere and inferior temporal cortex in the opposite hemisphere produce severe learning impairments in rhesus monkeys. Cereb Cortex 2002, 12: 729���736.
[PMID: 12050084]
K��sa P, Rakonczay Z, Gulya K. The cholinergic system in Alzheimer���s disease. Prog Neurobiol 1997, 52: 511���535.
[PMID: 9316159]
Fischer Y, G��hwiler BH, Thompson SM. Activation of intrinsic hippocampal theta oscillations by acetylcholine in rat septo-hippocampal cocultures. J Physiol 1999, 519: 405���413.
[PMID: 10457059]
Zhang H, Lin SC, Nicolelis MA. Spatiotemporal coupling between hippocampal acetylcholine release and theta oscillations in vivo. J Neurosci 2010, 30: 13431���13440.
[PMID: 20926669]
Vandecasteele M, Varga V, Ber��nyi A, Papp E, Barth�� P, Venance L, et al. Optogenetic activation of septal cholinergic neurons suppresses sharp wave ripples and enhances theta oscillations in the hippocampus. Proc Natl Acad Sci U S A 2014, 111: 13535���13540.
[PMID: 25197052]
Ma X, Zhang Y, Wang L, Li N, Barkai E, Zhang X, et al. The firing of theta state-related septal cholinergic neurons disrupt hippocampal ripple oscillations via muscarinic receptors. J Neurosci 2020, 40: 3591���3603.
[PMID: 32265261]
Raghavachari S, Kahana MJ, Rizzuto DS, Caplan JB, Kirschen MP, Bourgeois B, et al. Gating of human theta oscillations by a working memory task. J Neurosci 2001, 21: 3175���3183.
[PMID: 11312302]
Nyhus E, Curran T. Functional role of gamma and theta oscillations in episodic memory. Neurosci Biobehav Rev 2010, 34: 1023���1035.
[PMID: 20060015]
Buzs��ki G, Draguhn A. Neuronal oscillations in cortical networks. Science 2004, 304: 1926���1929.
[PMID: 15218136]
Mau W, Hasselmo ME, Cai DJ. The brain in motion: How ensemble fluidity drives memory-updating and flexibility. eLife 2020, 9: e63550.
[PMID: 33372892]
Fern��ndez de Sevilla D, N����ez A, Bu��o W. Muscarinic receptors, from synaptic plasticity to its role in network activity. Neuroscience 2021, 456: 60���70.
Nakajima Y, Nakajima S, Leonard RJ, Yamaguchi K. Acetylcholine raises excitability by inhibiting the fast transient potassium current in cultured hippocampal neurons. Proc Natl Acad Sci U S A 1986, 83: 3022���3026.
[PMID: 3010326]
Wang HS, Pan Z, Shi W, Brown BS, Wymore RS, Cohen IS, et al. KCNQ2 and KCNQ3 potassium channel subunits: Molecular correlates of the M-channel. Science 1998, 282: 1890���1893.
[PMID: 9836639]
Lau PM, Bi GQ. Synaptic mechanisms of persistent reverberatory activity in neuronal networks. Proc Natl Acad Sci U S A 2005, 102: 10333���10338.
[PMID: 16006530]
Hebb DO. The organization of behavior. In: The First Stage of perception: Growth of the Assembly. New York: Wiley, 1949: 60���78.
Volman V, Gerkin RC, Lau PM, Ben-Jacob E, Bi GQ. Calcium and synaptic dynamics underlying reverberatory activity in neuronal networks. Phys Biol 2007, 4: 91���103.
[PMID: 17664654]
Lau P, Bi GQ. Reverberatory activity in neuronal networks in vitro. Chin Sci Bull 2009, 54: 1828���1835.
Bi GQ, Poo MM. Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type. J Neurosci 1998, 18: 10464���10472.
[PMID: 9852584]
Shine JM, M��ller EJ, Munn B, Cabral J, Moran RJ, Breakspear M. Computational models link cellular mechanisms of neuromodulation to large-scale neural dynamics. Nat Neurosci 2021, 24: 765���776.
[PMID: 33958801]
Skilling QM, Eniwaye B, Clawson BC, Shaver J, Ognjanovski N, Aton SJ, et al. Acetylcholine-gated Current translates wake neuronal firing rate information into a spike timing-based code in Non-REM sleep, stabilizing neural network dynamics during memory consolidation. PLoS Comput Biol 2021, 17: e1009424.
[PMID: 34543284]
Fuster JM, Alexander GE. Neuron activity related to short-term memory. Science 1971, 173: 652���654.
[PMID: 4998337]
Harris KD, Csicsvari J, Hirase H, Dragoi G, Buzs��ki G. Organization of cell assemblies in the hippocampus. Nature 2003, 424: 552���556.
[PMID: 12891358]
Han F, Caporale N, Dan Y. Reverberation of recent visual experience in spontaneous cortical waves. Neuron 2008, 60: 321���327.
[PMID: 18957223]
Harvey CD, Coen P, Tank DW. Choice-specific sequences in parietal cortex during a virtual-navigation decision task. Nature 2012, 484: 62���68.
[PMID: 22419153]
Carrillo-Reid L, Yang W, Bando Y, Peterka DS, Yuste R. Imprinting and recalling cortical ensembles. Science 2016, 353: 691���694.
[PMID: 27516599]
Bi GQ, Poo MM. Distributed synaptic modification in neural networks induced by patterned stimulation. Nature 1999, 401: 792���796.
[PMID: 10548104]
Carrillo-Reid L, Han S, Yang W, Akrouh A, Yuste R. Controlling visually guided behavior by holographic recalling of cortical ensembles. Cell 2019, 178: 447-457.e5.
[PMID: 31257030]
Shah MM, Migliore M, Valencia I, Cooper EC, Brown DA. Functional significance of axonal Kv7 channels in hippocampal pyramidal neurons. Proc Natl Acad Sci U S A 2008, 105: 7869���7874.
[PMID: 18515424]
Chen S, Yaari Y. Spike Ca influx upmodulates the spike afterdepolarization and bursting via intracellular inhibition of K7/M channels. J Physiol 2008, 586: 1351���1363.
[PMID: 18187471]
Hamam BN, Sinai M, Poirier G, Chapman CA. Cholinergic suppression of excitatory synaptic responses in layer II of the medial entorhinal cortex. Hippocampus 2007, 17: 103���113.
[PMID: 17146776]
Kremin T, Hasselmo ME. Cholinergic suppression of glutamatergic synaptic transmission in hippocampal region CA3 exhibits laminar selectivity: Implication for hippocampal network dynamics. Neuroscience 2007, 149: 760���767.
[PMID: 17964734]
Teles-Grilo Ruivo LM, Mellor JR. Cholinergic modulation of hippocampal network function. Front Synaptic Neurosci 2013, 5: 2.
[>PMCID: ]
Brown DA. Muscarinic acetylcholine receptors (mAChRs) in the nervous system: Some functions and mechanisms. J Mol Neurosci 2010, 41: 340���346.
[PMID: 20446119]
Thorn CA, Popiolek M, Stark E, Edgerton JR. Effects of M1 and M4 activation on excitatory synaptic transmission in CA1. Hippocampus 2017, 27: 794���810.
[PMID: 28422371]
Yakel JL. Nicotinic ACh receptors in the hippocampus: Role in excitability and plasticity. Nicotine Tob Res 2012, 14: 1249���1257.
[PMID: 22472168]
Antonello PC, Varley TF, Beggs J, Porcionatto M, Sporns O, Faber J. Self-organization of in vitro neuronal assemblies drives to complex network topology. eLife 2022, 11: e74921.
[PMID: 35708741]
Hiratani N, Fukai T. Interplay between short- and long-term plasticity in cell-assembly formation. PLoS One 2014, 9: e101535.
[PMID: 25007209]
Brzosko Z, Zannone S, Schultz W, Clopath C, Paulsen O. Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based navigation. eLife 2017, 6: e27756.
[PMID: 28691903]
Sugisaki E, Fukushima Y, Tsukada M, Aihara T. Cholinergic modulation on spike timing-dependent plasticity in hippocampal CA1 network. Neuroscience 2011, 192: 91���101.
[PMID: 21736924]
Dennis SH, Pasqui F, Colvin EM, Sanger H, Mogg AJ, Felder CC, et al. Activation of muscarinic M1 acetylcholine receptors induces long-term potentiation in the hippocampus. Cereb Cortex 2015, 26: 414���426.
[PMID: 26472558]
Brzosko Z, Mierau SB, Paulsen O. Neuromodulation of spike-timing-dependent plasticity: Past, present, and future. Neuron 2019, 103: 563���581.
[PMID: 31437453]
Thiele A, Bellgrove MA. Neuromodulation of attention. Neuron 2018, 97: 769���785.
[PMID: 29470969]