Abstract
Prefrontal parvalbumin (PV) neurons play crucial roles in various distinct functions, while malfunction of PV-neurons also has critical contributions to various brain diseases, including both psychiatric and neurodegenerative disorders. However, whether the prefrontal cortex (PFC) PV-neurons participating in these functions and malfunctions are distinct subpopulations is not well understood. This question is important for a better understanding of both the basic properties/function of PV-neurons and inhibitory neurons in general, and for potential comorbid occurrence of dysfunctions in disease settings. Here, we analyzed dorsomedial prefrontal cortex (dmPFC) PV-neurons participating in working memory, modulation of conditioned fear memory, and anxiety, regarding their relative localization, electrophysiological properties, and synaptic inputs. In addition, by using activity-dependent tagging method, we examined whether manipulating the dmPFC PV-neurons participating in one function may affect another function as a way to test for potential functional interactions between them. We found that: (1) one single group of dmPFC PV-neurons participating in the two forms of modulation of conditioned fear memory, based on their high overlap in localization and mutual functional interactions with each other. (2) dmPFC PV-neurons participating in fear memory modulation and anxiety are two different subpopulations, with unique electrophysiological properties. (3) dmPFC PV-neurons participating in working memory and fear memory modulation are two different subpopulations, with different synaptic and neuronal properties. These findings provide important insights into the organization of PV-neurons in the PFC and highlight the distinct and non-interacting nature of different PV-subpopulations in the PFC functional diversity.
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References
Chen Q, Deister CA, Gao X, Guo B, Lynn-Jones T, Chen N, et al. Dysfunction of cortical GABAergic neurons leads to sensory hyper-reactivity in a Shank3 mouse model of ASD. Nat Neurosci. 2020;23:520–32.
Lewis DA. Inhibitory neurons in human cortical circuits: substrate for cognitive dysfunction in schizophrenia. Curr Opin Neurobiol. 2014;26:22–6.
Nakazawa K, Zsiros V, Jiang Z, Nakao K, Kolata S, Zhang S, et al. GABAergic interneuron origin of schizophrenia pathophysiology. Neuropharmacology. 2012;62:1574–83.
Palop JJ, Mucke L. Network abnormalities and interneuron dysfunction in Alzheimer disease. Nat Rev Neurosci. 2016;17:777–92.
Hattori R, Kuchibhotla KV, Froemke RC, Komiyama T. Functions and dysfunctions of neocortical inhibitory neuron subtypes. Nat Neurosci. 2017;20:1199–208.
DeFelipe J. Neocortical neuronal diversity: chemical heterogeneity revealed by colocalization studies of classic neurotransmitters, neuropeptides, calcium-binding proteins, and cell surface molecules. Cereb Cortex. 1993;3:273–89.
Kawaguchi Y. Kubota Y. GABAergic cell subtypes and their synaptic connections in rat frontal cortex. Cereb Cortex. 1997;7:476–86.
Ferguson BR, Gao WJ. PV Interneurons: critical regulators of E/I balance for prefrontal cortex-dependent behavior and psychiatric disorders. Front Neural Circuits. 2018;12:37.
Ruden JB, Dugan LL, Konradi C. Parvalbumin interneuron vulnerability and brain disorders. Neuropsychopharmacology. 2021;46:279–87.
Selten M, van Bokhoven H, Nadif Kasri N. Inhibitory control of the excitatory/inhibitory balance in psychiatric disorders. F1000Res. 2018;7:23.
Page CE, Coutellier L. Prefrontal excitatory/inhibitory balance in stress and emotional disorders: evidence for over-inhibition. Neurosci Biobehav Rev. 2019;105:39–51.
Menon V, D’Esposito M. The role of PFC networks in cognitive control and executive function. Neuropsychopharmacology. 2022;47:90–103.
Friedman NP, Robbins TW. The role of prefrontal cortex in cognitive control and executive function. Neuropsychopharmacology. 2022;47:72–89.
Klune CB, Jin B, DeNardo LA. Linking mPFC circuit maturation to the developmental regulation of emotional memory and cognitive flexibility. Elife. 2021;10:e64567.
Rescorla RA. Conditioned inhibition of fear resulting from negative CS-US contingencies. J Comp Physiol Psychol. 1969;67:504–9.
Kim JJ, Jung MW. Neural circuits and mechanisms involved in Pavlovian fear conditioning: a critical review. Neurosci Biobehav Rev. 2006;30:188–202.
Curzon P, Rustay NR, Browman KE. Frontiers in Neuroscience Cued and Contextual Fear Conditioning for Rodents. In: Buccafusco JJ, editor Methods of Behavior Analysis in Neuroscience. Boca Raton (FL): CRC Press/Taylor & Francis. 2009.
Morrison FG, Ressler KJ. From the neurobiology of extinction to improved clinical treatments. Depress Anxiety. 2014;31:279–90.
Yan R, Wang T, Ma X, Zhang X, Zheng R, Zhou Q. Prefrontal inhibition drives formation and dynamic expression of probabilistic Pavlovian fear conditioning. Cell Rep. 2021;36:109503.
Courtin J, Chaudun F, Rozeske RR, Karalis N, Gonzalez-Campo C, Wurtz H, et al. Prefrontal parvalbumin interneurons shape neuronal activity to drive fear expression. Nature. 2014;505:92–6.
Wang T, Yan R, Zhang X, Wang Z, Duan H, Wang Z, et al. Paraventricular thalamus dynamically modulates aversive memory via tuning prefrontal inhibitory circuitry. J Neurosci. 2023;43:3630–46.
Wang Z, Wang Z, Zhou Q. Modulation of learning safety signals by acute stress: paraventricular thalamus and prefrontal inhibition. Neuropsychopharmacology. 2024;49:961–73.
Adhikari A, Topiwala MA, Gordon JA. Synchronized activity between the ventral hippocampus and the medial prefrontal cortex during anxiety. Neuron. 2010;65:257–69.
Padilla-Coreano N, Bolkan SS, Pierce GM, Blackman DR, Hardin WD, Garcia-Garcia AL, et al. Direct ventral hippocampal-prefrontal input is required for anxiety-related neural activity and behavior. Neuron. 2016;89:857–66.
Parfitt GM, Nguyen R, Bang JY, Aqrabawi AJ, Tran MM, Seo DK, et al. Bidirectional control of anxiety-related behaviors in mice: role of inputs arising from the ventral hippocampus to the lateral septum and medial prefrontal cortex. Neuropsychopharmacology. 2017;42:1715–28.
Shepard R, Coutellier L. Changes in the prefrontal glutamatergic and parvalbumin systems of mice exposed to unpredictable chronic stress. Mol Neurobiol. 2018;55:2591–602.
Page CE, Shepard R, Heslin K, Coutellier L. Prefrontal parvalbumin cells are sensitive to stress and mediate anxiety-related behaviors in female mice. Sci Rep. 2019;9:19772.
Yang SS, Mack NR, Shu Y, Gao WJ. Prefrontal GABAergic interneurons gate long-range afferents to regulate prefrontal cortex-associated complex behaviors. Front Neural Circuits. 2021;15:716408.
Arime Y, Saitoh Y, Ishikawa M, Kamiyoshihara C, Uchida Y, Fujii K, et al. Activation of prefrontal parvalbumin interneurons ameliorates working memory deficit even under clinically comparable antipsychotic treatment in a mouse model of schizophrenia. Neuropsychopharmacology. 2024;49:720–30.
Roux F, Wibral M, Mohr HM, Singer W, Uhlhaas PJ. Gamma-band activity in human prefrontal cortex codes for the number of relevant items maintained in working memory. J Neurosci. 2012;32:12411–20.
Murray AJ, Woloszynowska-Fraser MU, Ansel-Bollepalli L, Cole KL, Foggetti A, Crouch B, et al. Parvalbumin-positive interneurons of the prefrontal cortex support working memory and cognitive flexibility. Sci Rep. 2015;5:16778.
Buzsaki G, Wang XJ. Mechanisms of gamma oscillations. Annu Rev Neurosci. 2012;35:203–25.
Sohal VS, Zhang F, Yizhar O, Deisseroth K. Parvalbumin neurons and gamma rhythms enhance cortical circuit performance. Nature. 2009;459:698–702.
Yan R, Wang T, Zhou Q. Elevated dopamine signaling from ventral tegmental area to prefrontal cortical parvalbumin neurons drives conditioned inhibition. Proc Natl Acad Sci USA. 2019;116:13077–86.
Walf AA, Frye CA. The use of the elevated plus maze as an assay of anxiety-related behavior in rodents. Nat Protoc. 2007;2:322–8.
Seibenhener ML, Wooten MC. Use of the Open Field Maze to measure locomotor and anxiety-like behavior in mice. J Visual Exp. 2015;96:52434.
Deacon RM, Rawlins JN. T-maze alternation in the rodent. Nat Protoc. 2006;1:7–12.
Tonegawa S, Pignatelli M, Roy DS, Ryan TJ. Memory engram storage and retrieval. Curr Opin Neurobiol. 2015;35:101–9.
Wang W, Kim CK, Ting AY. Molecular tools for imaging and recording neuronal activity. Nat Chem Biol. 2019;15:101–10.
Kühn R, Torres RM. Cre/loxP recombination system and gene targeting. Methods Mol Biol. 2002;180:175–204.
Liu X, Ramirez S, Pang PT, Puryear CB, Govindarajan A, Deisseroth K, et al. Optogenetic stimulation of a hippocampal engram activates fear memory recall. Nature. 2012;484:381–5.
Goldberg EM, Clark BD, Zagha E, Nahmani M, Erisir A, Rudy B. K+ channels at the axon initial segment dampen near-threshold excitability of neocortical fast-spiking GABAergic interneurons. Neuron. 2008;58:387–400.
Bonetto G, Hivert B, Goutebroze L, Karagogeos D, Crepel V, Faivre-Sarrailh C. Selective axonal expression of the Kv1 channel complex in pre-myelinated GABAergic hippocampal neurons. Front Cell Neurosci. 2019;13:222.
Li KX, Lu YM, Xu ZH, Zhang J, Zhu JM, Zhang JM, et al. Neuregulin 1 regulates excitability of fast-spiking neurons through Kv1.1 and acts in epilepsy. Nat Neurosci. 2011;15:267–73.
Campanac E, Gasselin C, Baude A, Rama S, Ankri N, Debanne D. Enhanced intrinsic excitability in basket cells maintains excitatory-inhibitory balance in hippocampal circuits. Neuron. 2013;77:712–22.
Wang GH, Chuang AY, Lai YC, Chen HI, Hsueh SW, Yang YC. Pre-synaptic and post-synaptic A-type K(+) channels regulate glutamatergic transmission and switching of the network into epileptiform oscillations. Br J Pharm. 2022;179:3754–77.
Huang YC, Chen HC, Lin YT, Lin ST, Zheng Q, Abdelfattah AS, et al. Dynamic assemblies of parvalbumin interneurons in brain oscillations. Neuron. 2024;112:2600–13.e5.
Fukuda T, Kosaka T. Gap junctions linking the dendritic network of GABAergic interneurons in the hippocampus. J Neurosci. 2000;20:1519–28.
Fukuda T, Kosaka T. Ultrastructural study of gap junctions between dendrites of parvalbumin-containing GABAergic neurons in various neocortical areas of the adult rat. Neuroscience. 2003;120:5–20.
Canetta S, Bolkan S, Padilla-Coreano N, Song LJ, Sahn R, Harrison NL, et al. Maternal immune activation leads to selective functional deficits in offspring parvalbumin interneurons. Mol Psychiatry. 2016;21:956–68.
Shao F, Fang J, Qiu M, Wang S, Xi D, Shao X, et al. Electroacupuncture ameliorates chronic inflammatory pain-related anxiety by activating PV interneurons in the anterior cingulate cortex. Front Neurosci. 2021;15:691931.
Garcia-Junco-Clemente P, Tring E, Ringach DL, Trachtenberg JT. State-dependent subnetworks of parvalbumin-expressing interneurons in neocortex. Cell Rep. 2019;26:2282–88.e3.
Dembrow N, Johnston D. Subcircuit-specific neuromodulation in the prefrontal cortex. Front Neural Circ. 2014;8:54.
Musall S, Kaufman MT, Juavinett AL, Gluf S, Churchland AK. Single-trial neural dynamics are dominated by richly varied movements. Nat Neurosci. 2019;22:1677–86.
Woodward E, Rangel-Barajas C, Ringland A, Logrip ML, Coutellier L. Sex-specific timelines for adaptations of prefrontal parvalbumin neurons in response to stress and changes in anxiety- and depressive-like behaviors. ENeuro. 2023;10:ENRURO.0300-22.2023.
Stefanova N, Bozhilova-Pastirova A, Ovtscharoff WA. Sex differences of parvalbumin-immunoreactive neurons in the rat brain. Biomed Rev. 1997;7:91–96.
Ulrich M, Pollali E, Çalışkan G, Stork O, Albrecht A. Sex differences in anxiety and threat avoidance in GAD65 knock-out mice. Neurobiol Dis. 2023;183:106165.
Li K, Nakajima M, Ibañez-Tallon I, Heintz N. A cortical circuit for sexually dimorphic oxytocin-dependent anxiety behaviors. Cell. 2016;167:60–72.e11.
Lopez-Larson MP, Anderson JS, Ferguson MA, Yurgelun-Todd D. Local brain connectivity and associations with gender and age. Dev Cognit Neurosci. 2011;1:187–97.
Crandall SR, Patrick SL, Cruikshank SJ, Connors BW. Infrabarrels are layer 6 circuit modules in the barrel cortex that link long-range inputs and outputs. Cell Rep. 2017;21:3065–78.
Zhang ZW, Deschenes M. Intracortical axonal projections of lamina VI cells of the primary somatosensory cortex in the rat: a single-cell labeling study. J Neurosci. 1997;17:6365–79.
Kepecs A, Fishell G. Interneuron cell types are fit to function. Nature. 2014;505:318–26.
Kvitsiani D, Ranade S, Hangya B, Taniguchi H, Huang JZ, Kepecs A. Distinct behavioural and network correlates of two interneuron types in prefrontal cortex. Nature. 2013;498:363–6.
Pinto L, Dan Y. Cell-type-specific activity in prefrontal cortex during goal-directed behavior. Neuron. 2015;87:437–50.
Tovote P, Fadok JP, Luthi A. Neuronal circuits for fear and anxiety. Nat Rev Neurosci. 2015;16:317–31.
Funding
This work is supported by grant from Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions (2024SHIBS0004), National Natural Science Foundation of China (82204356), Shenzhen Government Basic Research Grant (JCYJ20220530160001002) and Shenzhen Children’s Hospital Fund (ynkt2021-zz24).
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Conceptualization: QZ, YH, JZ and XZ. Methodology: QZ, YH, JZ and XZ. Experiment and data analysis: YH, XZ, THF, TW, JZ and QZ. Writing: QZ, YH, YZ and XZ. Review and editing: QZ, YH, YZ and THF. Funding acquisition: QZ, JZ and YZ. Project administration: QZ. Supervision, QZ.
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Hu, Y., Zhang, X., Fong, T.H. et al. Distinct subpopulations of parvalbumin neurons participating in divergent prefrontal functions. Neuropsychopharmacol. 50, 1502–1514 (2025). https://doi.org/10.1038/s41386-025-02159-3
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DOI: https://doi.org/10.1038/s41386-025-02159-3
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