Abstract
Dopamine signaling is implicated in reinforcement learning, but the neural substrates targeted by dopamine are poorly understood. We bypassed dopamine signaling itself and tested how optogenetic activation of dopamine D1 or D2 receptor–expressing striatal projection neurons influenced reinforcement learning in mice. Stimulating D1 receptor–expressing neurons induced persistent reinforcement, whereas stimulating D2 receptor–expressing neurons induced transient punishment, indicating that activation of these circuits is sufficient to modify the probability of performing future actions.
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References
Azrin, N.H. & Holz, W.C. Punishment. in Operant Behavior: Areas of Research and Application (ed. Honig, W.K.) 380–447 (Appleton-Century-Crofts, New York, 1966).
Skinner, B.F. Science and Human Behavior (Macmillan, New York, 1953).
Koob, G.F. & Volkow, N.D. Neuropsychopharmacology 35, 217–238 (2010).
Eshel, N. & Roiser, J.P. Biol. Psychiatry 68, 118–124 (2010).
Bromberg-Martin, E.S., Matsumoto, M. & Hikosaka, O. Neuron 68, 815–834 (2010).
Lobo, M.K. et al. Science 330, 385–390 (2010).
Ferguson, S.M. et al. Nat. Neurosci. 14, 22–24 (2011).
Hikida, T., Kimura, K., Wada, N., Funabiki, K. & Nakanishi, S. Neuron 66, 896–907 (2010).
Frank, M.J., Seeberger, L.C. & O'Reilly, R.C. Science 306, 1940–1943 (2004).
Kravitz, A.V. et al. Nature 466, 622–626 (2010).
Balleine, B.W., Delgado, M.R. & Hikosaka, O. J. Neurosci. 27, 8161–8165 (2007).
Nakatani, Y. et al. Neurobiol. Learn. Mem. 92, 370–380 (2009).
Abe, M. et al. Curr. Biol. 21, 557–562 (2011).
Kreitzer, A.C. & Malenka, R.C. Neuron 60, 543–554 (2008).
Schultz, W. Annu. Rev. Neurosci. 30, 259–288 (2007).
Sohal, V.S., Zhang, F., Yizhar, O. & Deisseroth, K. Parvalbumin neurons and gamma rhythms enhance cortical circuit performance. Nature 459, 698–702 (2009).
Acknowledgements
We thank the Nikon Imaging Center at the University of California San Francisco for assistance with image acquisition, K. Deisseroth for optogenetic constructs and K. Tye for helpful comments on the manuscript. A.C.K. and co-workers are funded by the W.M. Keck Foundation, the Pew Biomedical Scholars Program, the McKnight Foundation and the US National Institutes of Health.
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A.V.K. and L.D.T. jointly conducted the experiments and analyzed the data. A.V.K. and A.C.K. conceived the study and wrote the manuscript.
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Supplementary Text and Figures
Supplementary Figures 1–5 and Supplementary Tables 1–3 (PDF 517 kb)
Supplementary Video 1
Reinforcement of laser-paired trigger contact in a naïve dMSN-ChR2 mouse. Mouse has never received laser stimulation at start of the video, and gains a strong preference within ~10 minutes of training. Video shows first 15 minutes of the first day of training, sped up 10x. (WMV 5630 kb)
Supplementary Video 2
Punishment of laser-paired trigger contact in a naïve iMSN-ChR2 mouse. Mouse has never received laser stimulation at start of the video, and starts avoiding the laser-paired trigger, as well as exhibiting an “escape response” within ∼10 minutes of training. Video shows first 15 minutes of the first day of training, sped up 10x. (WMV 5068 kb)
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Kravitz, A., Tye, L. & Kreitzer, A. Distinct roles for direct and indirect pathway striatal neurons in reinforcement. Nat Neurosci 15, 816–818 (2012). https://doi.org/10.1038/nn.3100
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DOI: https://doi.org/10.1038/nn.3100
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