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Stress-induced changes of the cholinergic circuitry promote retrieval-based generalization of aversive memories

A Correction to this article was published on 09 June 2022

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Abstract

Generalization, the process of applying knowledge acquired in one context to other contexts, often drives the expression of similar behaviors in related situations. At the cellular level, generalization is thought to depend on the activity of overlapping neurons that represent shared features between contexts (general representations). Using contextual fear conditioning in mice, we demonstrate that generalization can also occur in response to stress and result from reactivation of specific, rather than general context representations. We found that generalization emerges during memory retrieval, along with stress-induced abnormalities of septohippocampal oscillatory activity and acetylcholine release, which are typically found in negative affective states. In hippocampal neurons that represent aversive memories and drive generalization, cholinergic septohippocampal afferents contributed to a unique reactivation pattern of cFos, Npas4, and repressor element-1 silencing transcription factor (REST). Together, these findings suggest that generalization can be triggered by perceptually dissimilar but valence-congruent memories of specific aversive experiences. Through promoting the reactivation of such memories and their interference with ongoing behavior, abnormal cholinergic signaling could underlie maladaptive cognitive and behavioral generalization linked to negative affective states.

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Fig. 1: SD triggers abnormalities of hippocampal cholinergic signaling contributing to SIG.
Fig. 2: SD triggers changes in MS oscillations and induces SIG through MS-DH projections.
Fig. 3: Optogenetic stimulation of MS-DH projections increases freezing in Context B.
Fig. 4: SD alters the reactivation of NRAM-GFP expressing neurons assessed by co-localization with cFos and Npas4.
Fig. 5: Chemogenetic inhibition of NRAM- but not FRAM-expressing neurons alleviates SIG.
Fig. 6: SD-induced reduction of REST levels in NRAM-GFP neurons was reversed by chemogenetic inhibition of MS-DH cholinergic projections.

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The data that support the findings of this study and the analysis code are available from the authors on reasonable request.

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References

  1. Banich MT, Dukes P, Caccamise D. Generalization of knowledge: multidisciplinary perspectives. Psychology Press; New York, 2010.

  2. Ono M, Devilly GJ, Shum DH. A meta-analytic review of overgeneral memory: the role of trauma history, mood, and the presence of posttraumatic stress disorder. Psychol Trauma. 2016;8:157–64.

    PubMed  Google Scholar 

  3. Barry TJ, Chiu CPY, Raes F, Ricarte J, Lau H. The neurobiology of reduced autobiographical memory specificity. Trends Cogn Sci. 2018;22:1038–49.

    PubMed  Google Scholar 

  4. King MJ, MacDougall AG, Ferris SM, Levine B, MacQueen GM, McKinnon MC. A review of factors that moderate autobiographical memory performance in patients with major depressive disorder. J Clin Exp Neuropsychol. 2010;32:1122–44.

    PubMed  Google Scholar 

  5. Bennett M, Vervoort E, Boddez Y, Hermans D, Baeyens F. Perceptual and conceptual similarities facilitate the generalization of instructed fear. J Behav Ther Exp Psychiatry. 2015;48:149–55.

    PubMed  Google Scholar 

  6. Shohamy D, Wagner AD. Integrating memories in the human brain: hippocampal-midbrain encoding of overlapping events. Neuron. 2008;60:378–89.

    CAS  PubMed  PubMed Central  Google Scholar 

  7. Berens SC, Bird CM. The role of the hippocampus in generalizing configural relationships. Hippocampus. 2017;27:223–8.

    PubMed  PubMed Central  Google Scholar 

  8. Ren LY, Meyer MAA, Grayson VS, Gao P, Guedea AL, Radulovic J. Stress-induced generalization of negative memories is mediated by an extended hippocampal circuit. Neuropsychopharmacology. 2022;47:516–23.

  9. Kumaran D, McClelland JL. Generalization through the recurrent interaction of episodic memories: a model of the hippocampal system. Psychol Rev. 2012;119:573–616.

    PubMed  PubMed Central  Google Scholar 

  10. Yu JY, Liu DF, Loback A, Grossrubatscher I, Frank LM. Specific hippocampal representations are linked to generalized cortical representations in memory. Nat Commun. 2018;9:2209.

    PubMed  PubMed Central  Google Scholar 

  11. Sun X, Bernstein MJ, Meng M, Rao S, Sorensen AT, Yao L, et al. Functionally distinct neuronal ensembles within the memory engram. Cell. 2020;181:410–23 e17.

    CAS  PubMed  PubMed Central  Google Scholar 

  12. Rossi J, Balthasar N, Olson D, Scott M, Berglund E, Lee CE, et al. Melanocortin-4 receptors expressed by cholinergic neurons regulate energy balance and glucose homeostasis. Cell Metab. 2011;13:195–204.

    CAS  PubMed  PubMed Central  Google Scholar 

  13. Corcoran KA, Donnan MD, Tronson NC, Guzman YF, Gao C, Jovasevic V, et al. NMDA receptors in retrosplenial cortex are necessary for retrieval of recent and remote context fear memory. J Neurosci. 2011;31:11655–9.

    CAS  PubMed  PubMed Central  Google Scholar 

  14. Golden SA, Covington HE 3rd, Berton O, Russo SJ. A standardized protocol for repeated social defeat stress in mice. Nat Protoc. 2011;6:1183–91.

    CAS  PubMed  PubMed Central  Google Scholar 

  15. Goni-Balentziaga O, Perez-Tejada J, Renteria-Dominguez A, Lebena A, Labaka A. Social instability in female rodents as a model of stress related disorders: a systematic review. Physiol Behav. 2018;196:190–9.

    CAS  PubMed  Google Scholar 

  16. Labaka A, Gomez-Lazaro E, Vegas O, Perez-Tejada J, Arregi A, Garmendia L. Reduced hippocampal IL-10 expression, altered monoaminergic activity and anxiety and depressive-like behavior in female mice subjected to chronic social instability stress. Behav Brain Res. 2017;335:8–18.

    CAS  PubMed  Google Scholar 

  17. Shin G, Gomez AM, Al-Hasani R, Jeong YR, Kim J, Xie Z, et al. Flexible near-field wireless optoelectronics as subdermal implants for broad applications in optogenetics. Neuron. 2017;93:509–21.

    CAS  PubMed  PubMed Central  Google Scholar 

  18. Jeong JW, McCall JG, Shin G, Zhang Y, Al-Hasani R, Kim M, et al. Wireless optofluidic systems for programmable in vivo pharmacology and optogenetics. Cell. 2015;162:662–74.

    CAS  PubMed  PubMed Central  Google Scholar 

  19. Corcoran KA, Frick BJ, Radulovic J, Kay LM. Analysis of coherent activity between retrosplenial cortex, hippocampus, thalamus, and anterior cingulate cortex during retrieval of recent and remote context fear memory. Neurobiol Learn Mem. 2016;127:93–101.

    PubMed  Google Scholar 

  20. Kay LM, Freeman WJ. Bidirectional processing in the olfactory-limbic axis during olfactory behavior. Behav Neurosci. 1998;112:541–53.

    CAS  PubMed  Google Scholar 

  21. Rojas-Libano D, Frederick DE, Egana JI, Kay LM. The olfactory bulb theta rhythm follows all frequencies of diaphragmatic respiration in the freely behaving rat. Front Behav Neurosci. 2014;8:214.

    PubMed  PubMed Central  Google Scholar 

  22. Tadel F, Baillet S, Mosher JC, Pantazis D, Leahy RM. Brainstorm: a user-friendly application for MEG/EEG analysis. Comput Intell Neurosci. 2011;2011:879716.

    PubMed  PubMed Central  Google Scholar 

  23. Lopes G, Bonacchi N, Frazao J, Neto JP, Atallah BV, Soares S, et al. Bonsai: an event-based framework for processing and controlling data streams. Front Neuroinform. 2015;9:7.

    PubMed  PubMed Central  Google Scholar 

  24. Proulx CD, Aronson S, Milivojevic D, Molina C, Loi A, Monk B, et al. A neural pathway controlling motivation to exert effort. Proc Natl Acad Sci USA. 2018;115:5792–7.

    CAS  PubMed  PubMed Central  Google Scholar 

  25. Martianova E, Aronson S, Proulx CD. Multi-fiber photometry to record neural activity in freely-moving animals. J Vis Exp. 2019;152:e60278.

  26. Jovasevic V, Corcoran KA, Leaderbrand K, Yamawaki N, Guedea AL, Chen HJ, et al. GABAergic mechanisms regulated by miR-33 encode state-dependent fear. Nat Neurosci. 2015;18:1265–71.

    CAS  PubMed  PubMed Central  Google Scholar 

  27. Lin Y, Bloodgood BL, Hauser JL, Lapan AD, Koon AC, Kim TK, et al. Activity-dependent regulation of inhibitory synapse development by Npas4. Nature. 2008;455:1198–204.

    CAS  PubMed  PubMed Central  Google Scholar 

  28. Meyer MAA, Anstotz M, Ren LY, Fiske MP, Guedea AL, Grayson VS, et al. Stress-related memories disrupt sociability and associated patterning of hippocampal activity: a role of hilar oxytocin receptor-positive interneurons. Transl Psychiatry. 2020;10:428.

    CAS  PubMed  PubMed Central  Google Scholar 

  29. Duzel E, Penny WD, Burgess N. Brain oscillations and memory. Curr Opin Neurobiol. 2010;20:143–9.

    PubMed  Google Scholar 

  30. Betterton RT, Broad LM, Tsaneva-Atanasova K, Mellor JR. Acetylcholine modulates gamma frequency oscillations in the hippocampus by activation of muscarinic M1 receptors. Eur J Neurosci. 2017;45:1570–85.

    PubMed  PubMed Central  Google Scholar 

  31. Fisahn A, Pike FG, Buhl EH, Paulsen O. Cholinergic induction of network oscillations at 40 Hz in the hippocampus in vitro. Nature. 1998;394:186–9.

    CAS  PubMed  Google Scholar 

  32. Jing M, Zhang P, Wang G, Feng J, Mesik L, Zeng J, et al. A genetically encoded fluorescent acetylcholine indicator for in vitro and in vivo studies. Nat Biotechnol. 2018;36:726–37.

    CAS  PubMed  PubMed Central  Google Scholar 

  33. Fadel JR. Regulation of cortical acetylcholine release: insights from in vivo microdialysis studies. Behav Brain Res. 2011;221:527–36.

    CAS  PubMed  Google Scholar 

  34. Nail-Boucherie K, Dourmap N, Jaffard R, Costentin J. Contextual fear conditioning is associated with an increase of acetylcholine release in the hippocampus of rat. Brain Res Cogn Brain Res. 2000;9:193–7.

    CAS  PubMed  Google Scholar 

  35. Zhang H, Lin SC, Nicolelis MA. Spatiotemporal coupling between hippocampal acetylcholine release and theta oscillations in vivo. J Neurosci. 2010;30:13431–40.

    CAS  PubMed  PubMed Central  Google Scholar 

  36. Radiske A, Gonzalez MC, Conde-Ocazionez S, Rossato JI, Kohler CA, Cammarota M. Cross-frequency phase-amplitude coupling between hippocampal theta and gamma oscillations during recall destabilizes memory and renders it susceptible to reconsolidation disruption. J Neurosci. 2020;40:6398–408.

    CAS  PubMed  PubMed Central  Google Scholar 

  37. Hersh LB, Shimojo M. Regulation of cholinergic gene expression by the neuron restrictive silencer factor/repressor element-1 silencing transcription factor. Life Sci. 2003;72:2021–8.

    CAS  PubMed  Google Scholar 

  38. Srivas S, Thakur MK. Transcriptional co-repressor SIN3A silencing rescues decline in memory consolidation during scopolamine-induced amnesia. J Neurochem. 2018;145:204–16.

    CAS  PubMed  Google Scholar 

  39. Sauer JF, Struber M, Bartos M. Impaired fast-spiking interneuron function in a genetic mouse model of depression. Elife. 2015;4:e04979.

  40. Voget M, Rummel J, Avchalumov Y, Sohr R, Haumesser JK, Rea E, et al. Altered local field potential activity and serotonergic neurotransmission are further characteristics of the Flinders sensitive line rat model of depression. Behav Brain Res. 2015;291:299–305.

    CAS  PubMed  Google Scholar 

  41. Fitzgerald PJ, Watson BO. Gamma oscillations as a biomarker for major depression: an emerging topic. Transl Psychiatry. 2018;8:177.

    PubMed  PubMed Central  Google Scholar 

  42. Rathouz MM, Vijayaraghavan S, Berg DK. Acetylcholine differentially affects intracellular calcium via nicotinic and muscarinic receptors on the same population of neurons. J Biol Chem. 1995;270:14366–75.

    CAS  PubMed  Google Scholar 

  43. Bell LA, Bell KA, McQuiston AR. Activation of muscarinic receptors by ACh release in hippocampal CA1 depolarizes VIP but has varying effects on parvalbumin-expressing basket cells. J Physiol. 2015;593:197–215.

    CAS  PubMed  Google Scholar 

  44. 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;40:3591–603.

    CAS  PubMed  PubMed Central  Google Scholar 

  45. Brazhnik ES, Fox SE. Action potentials and relations to the theta rhythm of medial septal neurons in vivo. Exp Brain Res. 1999;127:244–58.

    CAS  PubMed  Google Scholar 

  46. Salani M, Anelli T, Tocco GA, Lucarini E, Mozzetta C, Poiana G, et al. Acetylcholine-induced neuronal differentiation: muscarinic receptor activation regulates EGR-1 and REST expression in neuroblastoma cells. J Neurochem. 2009;108:821–34.

    CAS  PubMed  Google Scholar 

  47. Mitsushima D. Sex differences in the septo-hippocampal cholinergic system in rats: behavioral consequences. Curr Top Behav Neurosci. 2011;8:57–71.

    CAS  PubMed  Google Scholar 

  48. Giacobini E, Pepeu G. Sex and gender differences in the brain cholinergic system and in the response to therapy of Alzheimer disease with cholinesterase inhibitors. Curr Alzheimer Res. 2018;15:1077–84.

    CAS  PubMed  Google Scholar 

  49. Mineur YS, Mose TN, Vanopdenbosch L, Etherington IM, Ogbejesi C, Islam A, et al. Hippocampal acetylcholine modulates stress-related behaviors independent of specific cholinergic inputs. Mol Psychiatry. 2022. (in press).

  50. Dunsmoor JE, Paz R. Fear generalization and anxiety: behavioral and neural mechanisms. Biol Psychiatry. 2015;78:336–43.

    PubMed  Google Scholar 

  51. Tulving E. Cue-dependent forgetting: When we forget something we once knew, it does not necessarily mean that the memory trace has been lost; it may only be inaccessible. American Scientist. 1974;62:74–82.

  52. Mineur YS, Picciotto MR. The role of acetylcholine in negative encoding bias: too much of a good thing? Eur J Neurosci. 2021;53:114–25.

    CAS  PubMed  Google Scholar 

  53. Weng FJ, Garcia RI, Lutzu S, Alvina K, Zhang Y, Dushko M, et al. Npas4 is a critical regulator of learning-induced plasticity at mossy fiber-CA3 synapses during contextual memory formation. Neuron. 2018;97:1137–52 e5.

    CAS  PubMed  PubMed Central  Google Scholar 

  54. Sun X, Lin Y. Npas4: linking neuronal activity to memory. Trends Neurosci. 2016;39:264–75.

    CAS  PubMed  PubMed Central  Google Scholar 

  55. Ramamoorthi K, Fropf R, Belfort GM, Fitzmaurice HL, McKinney RM, Neve RL, et al. Npas4 regulates a transcriptional program in CA3 required for contextual memory formation. Science. 2011;334:1669–75.

    CAS  PubMed  PubMed Central  Google Scholar 

  56. Alberini CM, Milekic MH, Tronel S. Mechanisms of memory stabilization and de-stabilization. Cell Mol Life Sci. 2006;63:999–1008.

    CAS  PubMed  Google Scholar 

  57. Stein M, Rohde KB, Henke K. Focus on emotion as a catalyst of memory updating during reconsolidation. Behav Brain Sci. 2015;38:e27.

    PubMed  Google Scholar 

  58. Besnard A, Sahay A. Adult hippocampal neurogenesis, fear generalization, and stress. Neuropsychopharmacology. 2016;41:24–44.

    PubMed  Google Scholar 

  59. Lissek S, Kaczkurkin AN, Rabin S, Geraci M, Pine DS, Grillon C. Generalized anxiety disorder is associated with overgeneralization of classically conditioned fear. Biol Psychiatry. 2014;75:909–15.

    PubMed  Google Scholar 

  60. Lissek S. Toward an account of clinical anxiety predicated on basic, neurally mapped mechanisms of Pavlovian fear-learning: the case for conditioned overgeneralization. Depress Anxiety. 2012;29:257–63.

    PubMed  PubMed Central  Google Scholar 

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Acknowledgements

We thank Gail Mandel (Oregon Health & Science University) for providing the REST antibody, Ryan Drenan (Wake Forest School of Medicine) for providing advice with behavioral analyses of Chat-Cre mice, John A. Kessler (Northwestern University) for helping us finalize the immunohistochemistry studies in his lab, and Gordon Shepherd (Northwestern University) for discussions and feedback on the circuit approaches.

Author contributions

LYR performed the behavioral, chemogenetic, and RAM experiments and data analysis and helped writing the manuscript. AC performed the optogenetic and fiber photometry experiments and analyzed the data, HZ performed the LFP experiments and data analyses, MAAM helped with the behavioral experiments and histochemical analyses, PG helped with the virus injection and expression analyses, ZP performed the circuit manipulations and RAM/REST studies, XS and YL provided all of the RAM constructs and shared key expertise in experimental design with RAM manipulations, JR designed the overall study, helped with data analysis, and wrote the manuscript.

Funding

This work was funded by NIMH grants MH078064 and MH108837 and Lundbeck Foundation grant R310-2018-3611 to JR, F30MH122130, and T32MH067564 to LR, and NS115543 to YL.

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Correspondence to Jelena Radulovic.

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All animal procedures used in this study were approved by the Northwestern University IACUC and Albert Einstein Medical College IACUC and complied with federal regulations set forth by the National Institutes of Health.

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The original online version of this article was revised: In this article the author name Mariah AA Meyer was incorrectly written as Mariah M. A. A. Meyer.

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Ren, L.Y., Cicvaric, A., Zhang, H. et al. Stress-induced changes of the cholinergic circuitry promote retrieval-based generalization of aversive memories. Mol Psychiatry 27, 3795–3805 (2022). https://doi.org/10.1038/s41380-022-01610-x

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