Subcortical neuromodulatory systems exhibit widespread projections that influence the output of cortical circuits. These modulatory systems have been portrayed as providing global signals to the entirety of cortex based on their widespread innervation. This innervation is not necessarily predictive of the levels of the neuromodulatory molecules that actually provide these signals to cortex. In the present study, we examine tissue concentrations of dopamine, noradrenaline, and serotonin to see how they locally vary across multiple areas of the macaque cortex. Our results indicate that different cortical areas exhibit varying levels of dopamine, noradrenaline, and serotonin. Using cluster analysis, we examine how similar cortical regions are to each other, finding that similarities in neurochemical content are shared by areas that exhibit similar functionality. Altogether, these findings demonstrate that neurochemical signatures vary across cortical regions and help define unique, local neuromodulatory signaling compartments.
IntroductionIn examining how subcortical neuromodulatory nuclei influence cortex, early interpretations position these modulatory systems as general influencers or conveyors of global signals (Saper 1987). Such roles in cortical signaling have been ascribed to the cholinergic (Phillis 1968), dopaminergic (Schultz 2002), noradrenergic (Freedman et al. 1975, Jones and Moore 1977, Gatter and Powell 1977, and serotonergic (Wilson and Molliver 1991) systems. Assertions of global neuromodulatory signaling are often based on observation of diffuse axonal innervation of the cortex by these subcortical nuclei; however, innervation density and pattern do not describe the modulatory signal itself. The modulatory signal is instead represented by the moment-to-moment extracellular concentrations of the molecules those axons release: acetylcholine, dopamine, noradrenaline, and serotonin. It is not known whether extracellular concentration can be predicted based on innervation density, but there are data to support why this might not be the case (reviewed by Coppola et al. 2016). In the end, the ability to assess hypotheses related to the global vs. local nature of signaling requires direct measurement of these neurochemicals in cortex.Efforts to understand cortical neuromodulation in non-human primates and humans are currently dominated by approaches that detail the circuit elements surrounding neuromodulatory signals. In histological studies, influences of neuromodulatory systems are extrapolated from descriptions of axonal innervation by subcortical modulatory nuclei and receptor expression by the receiving cortical circuit. Electrophysiological studies can describe activity of neurons in the neuromodulatory nuclei and the response of the cortical circuits into which these nuclei send axons. Often absent from both types of study is a description of the concentration dynamics of the signaling molecules themselves. Without information about the molecules that transfer the signal between innervating axon and...