Deconstructing behavioral neuropharmacology with cellular specificity
Abstract
Behavior has molecular, cellular, and circuit determinants. However, because many proteins are broadly expressed, their acute manipulation within defined cells has been difficult. Here, we combined the speed and molecular specificity of pharmacology with the cell type specificity of genetic tools. DART (drugs acutely restricted by tethering) is a technique that rapidly localizes drugs to the surface of defined cells, without prior modification of the native target. We first developed an AMPAR antagonist DART, with validation in cultured neuronal assays, in slices of mouse dorsal striatum, and in behaving mice. In parkinsonian animals, motor deficits were causally attributed to AMPARs in indirect spiny projection neurons (iSPNs) and to excess phasic firing of tonically active interneurons (TANs). Together, iSPNs and TANs (i.e., D2 cells) drove akinesia, whereas movement execution deficits reflected the ratio of AMPARs in D2 versus D1 cells. Finally, we designed a muscarinic antagonist DART in one iteration, demonstrating applicability of the method to diverse targets.
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This produces an approximately 100-fold enrichment of the drug on the surface of HaloTag-expressing cells.
“A protein called HaloTag is expressed in defined neuronal cells (e.g. using a cell-type-specific promoter) and captures and tethers drugs to the cell surface over seconds to minutes, producing an approximately 100-fold enrichment of the drug on the surface of the HaloTag-expressing cells.”
From An emerging circuit pharmacology of GABAA receptors (2018) · cites this paper as [143]
Cites
A Programmable Dual-RNA–Guided DNA Endonuclease in Adaptive Bacterial Immunity
Jinek, M., Chylinski, K., Fonfara, I., Hauer, M., Doudna, J. A., & Charpentier, E. (2012) · Science · doi:10.1126/science.1225829 · Cited by 17,116 · see citing works
Ultrasensitive fluorescent proteins for imaging neuronal activity
Chen, T.-W., Wardill, T. J., Sun, Y., Pulver, S. R., Renninger, S. L., Baohan, A., Schreiter, E. R., Kerr, R. A., Orger, M. B., Jayaraman, V., et al. (2013) · Nature · doi:10.1038/nature12354 · Cited by 6,474 · see citing works
Whiteford, H. A., Degenhardt, L., Rehm, J., Baxter, A. J., Ferrari, A. J., Erskine, H. E., Charlson, F. J., Norman, R. E., Flaxman, A. D., Johns, N., et al. (2013) · The Lancet · doi:10.1016/s0140-6736(13)61611-6 · Cited by 6,006 · see citing works
Millisecond-timescale, genetically targeted optical control of neural activity
Boyden, E. S., Zhang, F., Bamberg, E., Nagel, G., & Deisseroth, K. A. (2005) · Nature Neuroscience · doi:10.1038/nn1525 · Cited by 4,831 · see citing works
Bioorthogonal Chemistry: Fishing for Selectivity in a Sea of Functionality
Sletten, E. M., & Bertozzi, C. R. (2009) · Angewandte Chemie International Edition · doi:10.1002/anie.200900942 · Cited by 3,165 · see citing works
Gerfen, C. R., Engber, T. M., Mahan, L. C., Susel, Z., Chase, T. N., Monsma, F. J., & Sibley, D. R. (1990) · Science · doi:10.1126/science.2147780 · Cited by 2,967 · see citing works
HaloTag: A Novel Protein Labeling Technology for Cell Imaging and Protein Analysis
Los, G. V., Encell, L. P., McDougall, M. G., Hartzell, D., Karassina, N., Zimprich, C., Wood, M. G., Learish, R., Ohana, R. F., Urh, M., et al. (2008) · ACS Chemical Biology · doi:10.1021/cb800025k · Cited by 2,527 · see citing works
Armbruster, B. N., Li, X., Pausch, M. H., Herlitze, S., & Roth, B. L. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0700293104 · Cited by 2,046 · see citing works
Reversal of experimental parkinsonism by lesions of the subthalamic nucleus.
Bergman, H., Wichmann, T., & Delong, M. (1990) · Science · doi:10.1126/science.2402638 · Cited by 2,003 · see citing works
Regulation of parkinsonian motor behaviours by optogenetic control of basal ganglia circuitry
Kravitz, A. V., Freeze, B. S., Parker, P. R. L., Kay, K., Thwin, M. T., Deisseroth, K., & Kreitzer, A. C. (2010) · Nature · doi:10.1038/nature09159 · Cited by 1,885 · see citing works
An auxin-based degron system for the rapid depletion of proteins in nonplant cells
Nishimura, K., Fukagawa, T., Takisawa, H., Kakimoto, T., & Kanemaki, M. (2009) · Nature Methods · doi:10.1038/nmeth.1401 · Cited by 1,663 · see citing works
Optical Deconstruction of Parkinsonian Neural Circuitry
Gradinaru, V., Mogri, M., Thompson, K. R., Henderson, J. M., & Deisseroth, K. A. (2009) · Science · doi:10.1126/science.1167093 · Cited by 1,536 · see citing works
Dichotomous dopaminergic control of striatal synaptic plasticity
Shen, W., Flajolet, M., Greengard, P., & Surmeier, D. J. (2008) · Science · doi:10.1126/science.1160575 · Cited by 1,190 · see citing works
A genetically encoded photoactivatable Rac controls the motility of living cells
Wu, Y., Frey, D., Lungu, O. I., Jaehrig, A., Schlichting, I., Kuhlman, B. A., & Hahn, K. M. (2009) · Nature · doi:10.1038/nature08241 · Cited by 1,060 · see citing works
A chemical switch for inhibitor-sensitive alleles of any protein kinase
Bishop, A. C., Ubersax, J. A., Petsch, D. T., Matheos, D. P., Gray, N. S., Blethrow, J. D., Shimizu, E., Tsien, J. Z., Schultz, P. G., Rose, M. D., et al. (2000) · Nature · doi:10.1038/35030148 · Cited by 1,033 · see citing works
Molecular and Cellular Approaches for Diversifying and Extending Optogenetics
Gradinaru, V., Zhang, F., Ramakrishnan, C., Mattis, J., Prakash, R., Diester, I., Goshen, I., Thompson, K. R., & Deisseroth, K. A. (2010) · Cell · doi:10.1016/j.cell.2010.02.037 · Cited by 999 · see citing works
Banaszynski, L. A., Chen, L.-C., Maynard-Smith, L. A., Ooi, A. G. L., & Wandless, T. J. (2006) · Cell · doi:10.1016/j.cell.2006.07.025 · Cited by 902 · see citing works
Mechanisms for Activation and Antagonism of an AMPA-Sensitive Glutamate Receptor
Armstrong, N., & Gouaux, E. (2000) · Neuron · doi:10.1016/s0896-6273(00)00094-5 · Cited by 874 · see citing works
Structure of the human M2 muscarinic acetylcholine receptor bound to an antagonist
Haga, K., Kruse, A. C., Asada, H., Yurugi-Kobayashi, T., Shiroishi, M., Zhang, C., Weis, W. I., Okada, T., Kobilka, B. K., Haga, T., et al. (2012) · Nature · doi:10.1038/nature10753 · Cited by 793 · see citing works
Light-activated ion channels for remote control of neuronal firing
Banghart, M. R., Borges, K., Isacoff, E. Y., Trauner, D. H., & Krämer, R. (2004) · Nature Neuroscience · doi:10.1038/nn1356 · Cited by 727 · see citing works
Temporally precise in vivo control of intracellular signalling
Airan, R. D., Thompson, K. R., Fenno, L. E., Bernstein, H. L., & Deisseroth, K. A. (2009) · Nature · doi:10.1038/nature07926 · Cited by 715 · see citing works
Allosteric control of an ionotropic glutamate receptor with an optical switch
Volgraf, M., Gorostiza, P., Numano, R., Krämer, R., Isacoff, E. Y., & Trauner, D. H. (2005) · Nature Chemical Biology · doi:10.1038/nchembio756 · Cited by 573 · see citing works
Bidirectional control of social hierarchy by synaptic efficacy in medial prefrontal cortex
Wang, F., Zhu, J., Zhu, H., Zhang, Q., Lin, Z., & Hu, H. (2011) · Science · doi:10.1126/science.1209951 · Cited by 528 · see citing works
Re-emergence of striatal cholinergic interneurons in movement disorders
Pisani, A., Bernardi, G., Ding, J., & Surmeier, D. J. (2007) · Trends in Neurosciences · doi:10.1016/j.tins.2007.07.008 · Cited by 466 · see citing works
A directional strategy for monitoring Cre-mediated recombination at the cellular level in the mouse
Schnütgen, F., Doerflinger, N., Calleja, C., Wendling, O., Chambon, P., & Ghyselinck, N. B. (2003) · Nature Biotechnology · doi:10.1038/nbt811 · Cited by 401 · see citing works
Taverna, S., Ilijic, E., & Surmeier, D. J. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.5493-07.2008 · Cited by 399 · see citing works
ACTH: a short introductory review
Schwyzer, R. (1977) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1977.tb41843.x · Cited by 394 · see citing works
A General Chemical Method to Regulate Protein Stability in the Mammalian Central Nervous System
Iwamoto, M., Björklund, T., Lundberg, C., Kirik, D., & Wandless, T. J. (2010) · Chemistry & Biology · doi:10.1016/j.chembiol.2010.07.009 · Cited by 391 · see citing works
Behavioral characterization of a unilateral 6-OHDA-lesion model of Parkinson's disease in mice
Ferfoglia, R. I., Mohapel, P., Brundin, P., & Paul, G. (2005) · Behavioural Brain Research · doi:10.1016/j.bbr.2005.02.023 · Cited by 380 · see citing works
A New DREADD Facilitates the Multiplexed Chemogenetic Interrogation of Behavior
Vardy, E., Robinson, J. E., Li, C., Olsen, R. H. J., DiBerto, J. F., Giguère, P. M., Sassano, F. M., Huang, X., Zhu, H., Urban, D. J., et al. (2015) · Neuron · doi:10.1016/j.neuron.2015.03.065 · Cited by 374 · see citing works
Reassessing Models of Basal Ganglia Function and Dysfunction
Nelson, A., & Kreitzer, A. C. (2014) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-071013-013916 · Cited by 339 · see citing works
Glutamate and Parkinson’s disease
Blandini, F., Porter, R. H. P., & Greenamyre, J. T. (1996) · Molecular Neurobiology · doi:10.1007/bf02740748 · Cited by 326 · see citing works
Chemical and Genetic Engineering of Selective Ion Channel–Ligand Interactions
Magnus, C. J., Lee, P. H., Atasoy, D., Su, H. H., Looger, L. L., & Sternson, S. M. (2011) · Science · doi:10.1126/science.1206606 · Cited by 296 · see citing works
Fieblinger, T., Graves, S. M., Sebel, L. E., Alcacer, C., Plotkin, J. L., Gertler, T. S., Chan, C. S., Heiman, M., Greengard, P., Cenci, M. A., et al. (2014) · Nature Communications · doi:10.1038/ncomms6316 · Cited by 293 · see citing works
mGRASP enables mapping mammalian synaptic connectivity with light microscopy
Kim, J., Zhao, T., Petralia, R. S., Yu, Y., Peng, H., Myers, E. W., & Magee, J. C. (2011) · Nature Methods · doi:10.1038/nmeth.1784 · Cited by 281 · see citing works
Cenci, M. A., & Lundblad, M. (2007) · Current Protocols in Neuroscience · doi:10.1002/0471142301.ns0925s41 · Cited by 267 · see citing works
Koya, E., Golden, S. A., Harvey, B. K., Guez‐Barber, D., Berkow, A., Simmons, D. E., Bossert, J. M., Nair, S. G., Uejima, J. L., Marin, M. T., et al. (2009) · Nature Neuroscience · doi:10.1038/nn.2364 · Cited by 264 · see citing works
Zuber, B., Nikonenko, I., Klauser, P., Müller, D., & Dubochet, J. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0509527102 · Cited by 263 · see citing works
Molecular Trojan horses for blood–brain barrier drug delivery
Pardridge, W. M. (2006) · Current Opinion in Pharmacology · doi:10.1016/j.coph.2006.06.001 · Cited by 259 · see citing works
Klockgether, T., Turski, L., Honoré, T., Zhang, Z., Gash, D. M., Kurlan, R., & Greenamyre, J. T. (1991) · Annals of Neurology · doi:10.1002/ana.410300513 · Cited by 258 · see citing works
Glutamate Receptors as Therapeutic Targets for Parkinsons Disease
Johnson, K. A., Conn, P. J., & Niswender, C. M. (2009) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/187152709789824606 · Cited by 251 · see citing works
Portoghese, P. S. (1989) · Trends in Pharmacological Sciences · doi:10.1016/0165-6147(89)90267-8 · Cited by 239 · see citing works
Cleavable linkers in chemical biology
Leriche, G., Chisholm, L., & Wagner, A. (2011) · Bioorganic & Medicinal Chemistry · doi:10.1016/j.bmc.2011.07.048 · Cited by 237 · see citing works
Balanced activity in basal ganglia projection pathways is critical for contraversive movements
Tecuapetla, F., Matias, S., Dugué, G. P., Mainen, Z. F., & Costa, R. M. (2014) · Nature Communications · doi:10.1038/ncomms5315 · Cited by 221 · see citing works
Glutamate/dopamine D1/D2 balance in the basal ganglia and its relevance to Parkinson' disease
Starr, M. S. (1995) · Synapse · doi:10.1002/syn.890190405 · Cited by 214 · see citing works
Mikuni, T., Nishiyama, J., Sun, Y., Kamasawa, N., & Yasuda, R. (2016) · Cell · doi:10.1016/j.cell.2016.04.044 · Cited by 214 · see citing works
Designing Photoswitchable Peptides Using the AsLOV2 Domain
Lungu, O. I., Hallett, R. A., Choi, E. J., et al. (2012) · Chemistry & Biology · doi:10.1016/j.chembiol.2012.02.006 · Cited by 208 · see citing works
Functional Stoichiometry and Local Enrichment of Calmodulin Interacting with Ca 2+ Channels
Mori, M. X., Erickson, M. G., & Yue, D. T. (2004) · Science · doi:10.1126/science.1093490 · Cited by 194 · see citing works
Selective esterase–ester pair for targeting small molecules with cellular specificity
Tian, L., Yang, Y., Wysocki, L. M., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1111943109 · Cited by 179 · see citing works
Dopaminergic modulation of striatal networks in health and Parkinson's disease
Surmeier, D. J., Graves, S. M., & Shen, W. (2014) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2014.07.008 · Cited by 154 · see citing works
Löschmann, P. A., Lange, K. W., Kunow, M., Rettig, K.-J., Jähnig, P., Honoré, T., Turski, L., Wachtel, H., Jenner, P. G., & MARSDEN, C. D. (1991) · Journal of Neural Transmission - Parkinsons Disease and Dementia Section · doi:10.1007/bf02259538 · Cited by 134 · see citing works
Dopamine/glutamate interactions in Parkinson's disease
Lange, K. W., Kornhuber, J., & Riederer, P. F. (1997) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(96)00043-7 · Cited by 131 · see citing works
Maurice, N., Liberge, M., Jaouen, F., Ztaou, S., Hanini, M., Camon, J., Deisseroth, K. A., Amalric, M., Goff, L. K., & Beurrier, C. (2015) · Cell Reports · doi:10.1016/j.celrep.2015.09.034 · Cited by 125 · see citing works
Orthogonal Optical Control of a G Protein-Coupled Receptor with a SNAP-Tethered Photochromic Ligand
Broichhagen, J., Damijonaitis, A., Levitz, J., Sokol, K. R., Leippe, P., Konrad, D. B., Isacoff, E. Y., & Trauner, D. H. (2015) · ACS Central Science · doi:10.1021/acscentsci.5b00260 · Cited by 124 · see citing works
Efficient, Complete Deletion of Synaptic Proteins using CRISPR
Incontro, S., Asensio, C. S., Edwards, R. H., & Nicoll, R. A. (2014) · Neuron · doi:10.1016/j.neuron.2014.07.043 · Cited by 115 · see citing works
Sandoz, G., Levitz, J., Krämer, R., et al. (2012) · Neuron · doi:10.1016/j.neuron.2012.04.026 · Cited by 110 · see citing works
Molecular adaptations of striatal spiny projection neurons during levodopa-induced dyskinesia
Heiman, M., Heilbut, A. M., Francardo, V., Kulicke, R., Fenster, R. J., Kolaczyk, E. D., Mesirov, J. P., Surmeier, D. J., Cenci, M. A., & Greengard, P. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1401819111 · Cited by 106 · see citing works
Dependence of Avidity on Linker Length for a Bivalent Ligand–Bivalent Receptor Model System
Mack, E. T., Snyder, P. W., Perez‐Castillejos, R., et al. (2011) · Journal of the American Chemical Society · doi:10.1021/ja2073033 · Cited by 101 · see citing works
Ibáñez-Tallon, I., Wen, H., Miwa, J. M., Xing, J., Tekinay, A. B., Ono, F., Brehm, P., & Heintz, N. (2004) · Neuron · doi:10.1016/j.neuron.2004.07.015 · Cited by 96 · see citing works
Optical control of NMDA receptors with a diffusible photoswitch
Laprell, L., Repak, E., Franckevicius, V., Hartrampf, F. W. W., Terhag, J., Hollmann, M., Sumser, M., Rebola, N., DiGregorio, D. A., & Trauner, D. H. (2015) · Nature Communications · doi:10.1038/ncomms9076 · Cited by 85 · see citing works
Lin, W.-C., Tsai, M., Davenport, C. M., Smith, C. M., Veit, J., Wilson, N. M., Adesnik, H., & Krämer, R. (2015) · Neuron · doi:10.1016/j.neuron.2015.10.026 · Cited by 82 · see citing works
Lees, A. J., Fahn, S., Eggert, K. M., Jankovic, J. J., Lang, A. E., Micheli, F. E., Mouradian, M. M., Oertel, W. H., Olanow, C. W., Poewe, W. H., et al. (2011) · Movement Disorders · doi:10.1002/mds.23983 · Cited by 78 · see citing works
Eggert, K. M., Squillacote, D., Barone, P., et al. (2010) · Movement Disorders · doi:10.1002/mds.22974 · Cited by 75 · see citing works
Fortin, D. A., Tillo, S., Yang, G., Rah, J., Melander, J. B., Bai, S., Soler‐Cedeño, O., Qin, M., Zemelman, B. V., Guo, C., et al. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.3888-14.2014 · Cited by 74 · see citing works
Brown, J., Pan, W. X., & Dudman, J. T. (2014) · eLife · doi:10.7554/elife.02397 · Cited by 70 · see citing works
Self-citationMonteggia, L. M., Malenka, R. C., & Deisseroth, K. A. (2014) · Nature · doi:10.1038/515200a · Cited by 69 · see citing works
Ohmori, J., Shimizu‐Sasamata, M., Okada, M., et al. (1996) · Journal of Medicinal Chemistry · doi:10.1021/jm960387+ · Cited by 67 · see citing works
Irving, A. J., & Collingridge, G. L. (1998) · The Journal of Physiology · doi:10.1111/j.1469-7793.1998.747bg.x · Cited by 66 · see citing works
AzoCholine Enables Optical Control of Alpha 7 Nicotinic Acetylcholine Receptors in Neural Networks
Damijonaitis, A., Broichhagen, J., Urushima, T., et al. (2015) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.5b00030 · Cited by 59 · see citing works
A fully genetically encoded protein architecture for optical control of peptide ligand concentration
Schmidt, D., Tillberg, P. W., Chen, F., et al. (2014) · Nature Communications · doi:10.1038/ncomms4019 · Cited by 56 · see citing works
Perampanel in Parkinson Disease Fluctuations
Rascol, O., Barone, P., Behari, M., et al. (2012) · Clinical Neuropharmacology · doi:10.1097/wnf.0b013e318241520b · Cited by 53 · see citing works
Targeting glutamatergic synapses in Parkinson's disease
Gardoni, F., & Luca, M. D. (2014) · Current Opinion in Pharmacology · doi:10.1016/j.coph.2014.10.011 · Cited by 40 · see citing works
Starr, M. S., & Starr, B. S. (1993) · European Journal of Pharmacology · doi:10.1016/0014-2999(93)90387-w · Cited by 37 · see citing works
Adenosine A2a receptor antagonists attenuate striatal adaptations following dopamine depletion
Peterson, J. D., Goldberg, J. A., & Surmeier, D. J. (2011) · Neurobiology of Disease · doi:10.1016/j.nbd.2011.08.030 · Cited by 35 · see citing works
Starr, B. S., & Starr, M. S. (1993) · Journal of Neural Transmission - Parkinsons Disease and Dementia Section · doi:10.1007/bf02260924 · Cited by 25 · see citing works
Cell type-specific pharmacology of NMDA receptors using masked MK801
Yang, Y., Lee, P. H., & Sternson, S. M. (2015) · eLife · doi:10.7554/elife.10206 · Cited by 17 · see citing works
How the New Neuroscience Will Advance Medicine
Bargmann, C. I. (2015) · JAMA · doi:10.1001/jama.2015.3298 · Cited by 7 · see citing works
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Next-generation interfaces for studying neural function
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Sartori, S. B., & Singewald, N. (2019) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2019.107402 · Cited by 236 · see citing works
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Engin, E., Benham, R. S., & Rudolph, U. (2018) · Trends in Pharmacological Sciences · doi:10.1016/j.tips.2018.04.003 · Cited by 225 · see citing works
- Authors
- Shields, B. C., Kahuno, E., Kim, C., Apostolides, P. F., Brown, J., Lindo, S., Mensh, B. D., Dudman, J. T., Lavis, L. D., & Tadross, M. R.
- Affiliations
- Howard Hughes Medical Institute (US)
- Corresponding author
- Shields, Brenda C.
- Kahuno, Elizabeth
- Kim, Charles
- Apostolides, Pierre F.
- Tadross, Michael R.
- ORCID
- Venue
- Science
- Published
- 2017-04-07
- Volume
- 356
- Issue
- 6333
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W2604969293
- Cited by
- 135
- References
- 77
- Citations by year
- 2026: 14 · 2025: 13 · 2024: 14 · 2023: 11 · 2022: 17 · 2021: 11 · 2020: 13 · 2019: 18 · 2018: 15 · 2017: 9
- FWCI
- 7.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Science (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Howard Hughes Medical Institute (award300683)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Health Sciences › Medicine › Neurology › Neurological disorders and treatments
- Keywords
- DART, AMPA receptor antagonism, antimuscarinic agents, dorsal striatum, dopamine D2 receptor, dopamine D1 receptor, parkinsonism, akinesia, motor impairment, striatal circuitry
- MeSH terms
- Animals, Behavior, Animal, Corpus Striatum, Disease Models, Animal, Neurons, Parkinson Disease, Quinoxalines, Drug Design, Receptors, Glutamate, Long-Term Potentiation, Excitatory Amino Acid Antagonists, Muscarinic Antagonists, Mice, Optogenetics
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