Abstract
Do different brains forming a specific memory allocate the same groups of neurons to encode it? One way to test this question is to map neurons encoding the same memory and quantitatively compare their locations across individual brains. In a previous study, we used this strategy to uncover a common topography of neurons in the dorsolateral amygdala (LAd) that expressed a learning-induced and plasticity-related kinase (p42/44 mitogen-activated protein kinase; pMAPK), following auditory Pavlovian fear conditioning. In this series of experiments, we extend our initial findings to ask to what extent this functional topography depends upon intrinsic neuronal structure. We first showed that the majority (87 %) of pMAPK expression in the lateral amygdala was restricted to principal-type neurons. Next, we verified a neuroanatomical reference point for amygdala alignment using in vivo magnetic resonance imaging and in vitro morphometrics. We then determined that the topography of neurons encoding auditory fear conditioning was not exclusively governed by principal neuron cytoarchitecture. These data suggest that functional patterning of neurons undergoing plasticity in the amygdala following Pavlovian fear conditioning is specific to memory formation itself. Further, the spatial allocation of activated neurons in the LAd was specific to cued (auditory), but not contextual, fear conditioning. Spatial analyses conducted at another coronal plane revealed another spatial map unique to fear conditioning, providing additional evidence that the functional topography of fear memory storing cells in the LAd is non-random and stable. Overall, these data provide evidence for a spatial organizing principle governing the functional allocation of fear memory in the amygdala.
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References
Bergstrom HC, McDonald CG, French HT, Smith RF (2008) Continuous nicotine administration produces selective, age-dependent structural alteration of pyramidal neurons from prelimbic cortex. Synapse 62(1):31–39
Bergstrom HC, McDonald CG, Johnson LR (2011) Pavlovian fear conditioning activates a common pattern of neurons in the lateral amygdala of individual brains. PLoS ONE 6(1):e15698
Bernard JF, Alden M, Besson JM (1993) The organization of the efferent projections from the pontine parabrachial area to the amygdaloid complex: a Phaseolus vulgaris leucoagglutinin (PHA-L) study in the rat. J Comp Neurol 329(2):201–229
Blair HT, Schafe GE, Bauer EP, Rodrigues SM, LeDoux JE (2001) Synaptic plasticity in the lateral amygdala: a cellular hypothesis of fear conditioning. Learn Mem 8(5):229–242
Calandreau L, Desmedt A, Decorte L, Jaffard R (2005) A different recruitment of the lateral and basolateral amygdala promotes contextual or elemental conditioned association in Pavlovian fear conditioning. Learn Mem 12(4):383–388
Davis M (1992) The role of the amygdala in fear and anxiety. Annu Rev Neurosci 15:353–375
Davis S, Laroche S (2006) Mitogen-activated protein kinase/extracellular regulated kinase signalling and memory stabilization: a review. Genes Brain Behav 5(Suppl 2):61–72
de Smith MJ, Goodchild MF, Longly PA (2009) Geospatial Analysis. Matador, Leicester
Di Benedetto B, Kallnik M, Weisenhorn DM, Falls WA, Wurst W, Holter SM (2009) Activation of ERK/MAPK in the lateral amygdala of the mouse is required for acquisition of a fear-potentiated startle response. Neuropsychopharmacology 34(2):356–366
Doron NN, Ledoux JE (1999) Organization of projections to the lateral amygdala from auditory and visual areas of the thalamus in the rat. J Comp Neurol 412(3):383–409
Duvarci S, Nader K, LeDoux JE (2005) Activation of extracellular signal-regulated kinase- mitogen-activated protein kinase cascade in the amygdala is required for memory reconsolidation of auditory fear conditioning. Eur J Neurosci 21(1):283–289
Fanselow MS (1980) Conditioned and unconditional components of post-shock freezing. Pavlov J Biol Sci 15(4):177–182
Fanselow MS, LeDoux JE (1999) Why we think plasticity underlying Pavlovian fear conditioning occurs in the basolateral amygdala. Neuron 23(2):229–232
Han JH, Kushner SA, Yiu AP, Cole CJ, Matynia A, Brown RA, Neve RL, Guzowski JF, Silva AJ, Josselyn SA (2007) Neuronal competition and selection during memory formation. Science 316(5823):457–460
Han JH, Kushner SA, Yiu AP, Hsiang HL, Buch T, Waisman A, Bontempi B, Neve RL, Frankland PW, Josselyn SA (2009) Selective erasure of a fear memory. Science 323(5920):1492–1496
Herry C, Trifilieff P, Micheau J, Luthi A, Mons N (2006) Extinction of auditory fear conditioning requires MAPK/ERK activation in the basolateral amygdala. Eur J Neurosci 24(1):261–269
Johnson LR, Ledoux JE (eds) (2004) The anatomy of fear: microcircuits of the lateral amygdala. In: Fear and anxiety: the benefits of translational research. American Psychiatric Publishing, Inc, Washington, DC
Johnson LR, LeDoux JE (2010) Amygdala Microcircuits. In: Shepherd GM, Grillner S (eds) Handbook of brain microcircuits. Oxford University Press, Oxford
Johnson LR, Hou M, Ponce-Alvarez A, Gribelyuk LM, Alphs HH, Albert L, Brown BL, Ledoux JE, Doyere V (2008) A recurrent network in the lateral amygdala: a mechanism for coincidence detection. Front Neural Circuits 2:3
Johnson LR, Ledoux JE, Doyere V (2009) Hebbian reverberations in emotional memory micro circuits. Front Neurosci 3(2):198–205
Jolliffe IT (2002) Principal component analysis, vol 2. Wiley Online Library, New York
Kim JJ, Fanselow MS (1992) Modality-specific retrograde amnesia of fear. Science 256(5057):675–677
Lamprecht R, LeDoux J (2004) Structural plasticity and memory. Nat Rev Neurosci 5(1):45–54
LeDoux JE, Cicchetti P, Xagoraris A, Romanski LM (1990a) The lateral amygdaloid nucleus: sensory interface of the amygdala in fear conditioning. J Neurosci 10(4):1062–1069
LeDoux JE, Farb C, Ruggiero DA (1990b) Topographic organization of neurons in the acoustic thalamus that project to the amygdala. J Neurosci 10(4):1043
LeDoux JE, Farb CR, Romanski LM (1991) Overlapping projections to the amygdala and striatum from auditory processing areas of the thalamus and cortex. Neurosci Lett 134(1):139–144
Maren S, Fanselow MS (1996) The amygdala and fear conditioning: has the nut been cracked? Neuron 16(2):237–240
Maren S, Quirk GJ (2004) Neuronal signalling of fear memory. Nat Rev Neurosci 5(11):844–852
McDonald AJ (1984) Neuronal organization of the lateral and basolateral amygdaloid nuclei in the rat. J Comp Neurol 222(4):589–606
McDonald AJ (1998) Cortical pathways to the mammalian amygdala. Prog Neurobiol 55(3):257–332
McDonald AJ (2003) Is there an amygdala and how far does it extend? An anatomical perspective. Ann N Y Acad Sci 985:1–21
McDonald AJ, Muller JF, Mascagni F (2002) GABAergic innervation of alpha type II calcium/calmodulin-dependent protein kinase immunoreactive pyramidal neurons in the rat basolateral amygdala. J Comp Neurol 446(3):199–218
Nader K, Majidishad P, Amorapanth P, LeDoux JE (2001) Damage to the lateral and central, but not other, amygdaloid nuclei prevents the acquisition of auditory fear conditioning. Learn Mem 8(3):156–163
Nomura H, Nonaka A, Imamura N, Hashikawa K, Matsuki N (2011) Memory coding in plastic neuronal subpopulations within the amygdala. Neuroimage 60(1):153–161
Onishi BK, Xavier GF (2010) Contextual, but not auditory, fear conditioning is disrupted by neurotoxic selective lesion of the basal nucleus of amygdala in rats. Neurobiol Learn Mem 93(2):165–174
Pape HC, Pare D (2010) Plastic synaptic networks of the amygdala for the acquisition, expression, and extinction of conditioned fear. Physiol Rev 90(2):419–463
Paxinos G, Watson C (2007) The rat brain in stereotaxic coordinates, 6th edn. Elsevier Academic Press, London
Phillips RG, LeDoux JE (1992) Differential contribution of amygdala and hippocampus to cued and contextual fear conditioning. Behav Neurosci 106(2):274–285
Pitkänen A (2000) Connectivity of the rat amygdaloid complex. In: Aggleton JP (ed) The amygdala, 2nd edn. Oxford University Press, New York
Quirk GJ, Repa C, LeDoux JE (1995) Fear conditioning enhances short-latency auditory responses of lateral amygdala neurons: parallel recordings in the freely behaving rat. Neuron 15(5):1029–1039
Radley JJ, Farb CR, He Y, Janssen WG, Rodrigues SM, Johnson LR, Hof PR, LeDoux JE, Morrison JH (2007) Distribution of NMDA and AMPA receptor subunits at thalamo-amygdaloid dendritic spines. Brain Res 1134(1):87–94
Radwanska K, Nikolaev E, Knapska E, Kaczmarek L (2002) Differential response of two subdivisions of lateral amygdala to aversive conditioning as revealed by c-Fos and P-ERK mapping. NeuroReport 13(17):2241–2246
Reijmers LG, Perkins BL, Matsuo N, Mayford M (2007) Localization of a stable neural correlate of associative memory. Science 317(5842):1230–1233
Repa JC, Muller J, Apergis J, Desrochers TM, Zhou Y, LeDoux JE (2001) Two different lateral amygdala cell populations contribute to the initiation and storage of memory. Nat Neurosci 4(7):724–731
Romanski LM, Clugnet MC, Bordi F, LeDoux JE (1993) Somatosensory and auditory convergence in the lateral nucleus of the amygdala. Behav Neurosci 107(3):444–450
Rumpel S, LeDoux J, Zador A, Malinow R (2005) Postsynaptic receptor trafficking underlying a form of associative learning. Science 308(5718):83–88
Schafe GE, Nadel NV, Sullivan GM, Harris A, LeDoux JE (1999) Memory consolidation for contextual and auditory fear conditioning is dependent on protein synthesis, PKA, and MAP kinase. Learn Mem 6(2):97–110
Schafe GE, Atkins CM, Swank MW, Bauer EP, Sweatt JD, LeDoux JE (2000) Activation of ERK/MAP kinase in the amygdala is required for memory consolidation of pavlovian fear conditioning. J Neurosci 20(21):8177–8187
Schafe GE, Doyere V, LeDoux JE (2005) Tracking the fear engram: the lateral amygdala is an essential locus of fear memory storage. J Neurosci 25(43):10010–10014
Schafe GE, Swank MW, Rodrigues SM, Debiec J, Doyere V (2008) Phosphorylation of ERK/MAP kinase is required for long-term potentiation in anatomically restricted regions of the lateral amygdala in vivo. Learn Mem 15(2):55–62
Sweatt JD (2001) The neuronal MAP kinase cascade: a biochemical signal integration system subserving synaptic plasticity and memory. J Neurochem 76(1):1–10
Thomas GM, Huganir RL (2004) MAPK cascade signalling and synaptic plasticity. Nat Rev Neurosci 5(3):173–183
Trogrlic L, Wilson YM, Newman AG, Murphy M (2011) Context fear learning specifically activates distinct populations of neurons in amygdala and hypothalamus. Learn Mem 18(10):678–687
Wilensky AE, Schafe GE, LeDoux JE (1999) Functional inactivation of the amygdala before but not after auditory fear conditioning prevents memory formation. J Neurosci 19((24)):RC48
Wilson YM, Murphy M (2009) A discrete population of neurons in the lateral amygdala is specifically activated by contextual fear conditioning. Learn Mem 16(6):357–361
Acknowledgments
We are very grateful to Dr Robert Ursano and the Center for the Study of Traumatic Stress (CSTS) for support. We thank Dr Alex McDonald for advice on the CaMKII antibody and Dr Jennifer McGuire for advice on immunofluorescence. Supported by Grants USU #NW188NW and USU #NWI88NZ.
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Bergstrom, H.C., McDonald, C.G., Dey, S. et al. The structure of Pavlovian fear conditioning in the amygdala. Brain Struct Funct 218, 1569–1589 (2013). https://doi.org/10.1007/s00429-012-0478-2
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DOI: https://doi.org/10.1007/s00429-012-0478-2
Keywords
- Lateral amygdala
- Basal amygdala
- Lateral ventricle
- Network
- Neural circuit
- Fear
- Fear learning
- Memory
- Mitogen-activated protein kinase (MAPK)
- Calcium calmodulin-dependent protein kinase II (CAMKII)
- Magnetic resonance imaging (MRI)
- Principal components analysis (PCA)
- Multiple discriminant analysis (MDA)
- Multivariate ANOVA (MANOVA)
- Dual-labeling immunofluorescence
- Sprague–Dawley rat
- Consolidation
- Cytoarchitecture
- Principal cell-type
- Mapping
- Micro anatomy
- Stability
- Topography
- Organization