Interareal Spike-Train Correlations of Anterior Cingulate and Dorsal Prefrontal Cortex during Attention Shifts

The anterior cingulate cortex (ACC) and prefrontal cortex (PFC) are believed to coactivate during goal-directed behavior to identify, select, and monitor relevant sensory information. Here, we tested whether coactivation of neurons across macaque ACC and PFC would be evident at the level of pairwise neuronal correlations during stimulus selection in a spatial attention task. We found that firing correlations emerged shortly after an attention cue, were evident for 50–200 ms time windows, were strongest for neuron pairs in area 24 (ACC) and areas 8 and 9 (dorsal PFC), and were independent of overall firing rate modulations. For a subset of cell pairs from ACC and dorsal PFC, the observed functional spike-train connectivity carried information about the direction of the attention shift. Reliable firing correlations were evident across area boundaries for neurons with broad spike waveforms (putative excitatory neurons) as well as for pairs of putative excitatory neurons and neurons with narrow spike waveforms (putative interneurons). These findings reveal that stimulus selection is accompanied by slow time scale firing correlations across those ACC/PFC subfields implicated to control and monitor attention. This functional coupling was informative about which stimulus was selected and thus indexed possibly the exchange of task-relevant information. We speculate that interareal, transient firing correlations reflect the transient coordination of larger, reciprocally interacting brain networks at a characteristic 50–200 ms time scale. SIGNIFICANCE STATEMENT Our manuscript identifies interareal spike-train correlations between primate anterior cingulate and dorsal prefrontal cortex during a period where attentional stimulus selection is likely controlled by these very same circuits. Interareal correlations emerged during the covert attention shift to one of two peripheral stimuli, proceeded on a slow 50–200 ms time scale, and occurred between putative pyramidal and putative interneurons. Spike-train correlations emerged particularly for cell pairs tuned to similar contralateral target locations, thus indexing the interareal coordination of attention-relevant information. These findings characterize a possible way by which prefrontal and anterior cingulate cortex circuits implement their control functions through coordinated firing when macaque monkeys select and monitor relevant stimuli for goal-directed behaviors.

[1]  J. B. Levitt,et al.  Patterns of intrinsic and associational circuitry in monkey prefrontal cortex , 1996, The Journal of comparative neurology.

[2]  R. Reid,et al.  Specificity of monosynaptic connections from thalamus to visual cortex , 1995, Nature.

[3]  Eric L. Denovellis,et al.  Synchronous Oscillatory Neural Ensembles for Rules in the Prefrontal Cortex , 2012, Neuron.

[4]  Jerald D. Kralik,et al.  Representation of Attended Versus Remembered Locations in Prefrontal Cortex , 2004, PLoS biology.

[5]  H. Barbas,et al.  Synapses with Inhibitory Neurons Differentiate Anterior Cingulate from Dorsolateral Prefrontal Pathways Associated with Cognitive Control , 2009, Neuron.

[6]  H. Eichenbaum,et al.  Measuring phase-amplitude coupling between neuronal oscillations of different frequencies. , 2010, Journal of neurophysiology.

[7]  A. Nieder,et al.  Complementary Contributions of Prefrontal Neuron Classes in Abstract Numerical Categorization , 2008, The Journal of Neuroscience.

[8]  D. Morilak,et al.  Noradrenergic modulation of cognitive function in rat medial prefrontal cortex as measured by attentional set shifting capability , 2006, Neuroscience.

[9]  T. Womelsdorf,et al.  Human Neuroscience , 2022 .

[10]  K. Johnston,et al.  Top-Down Control-Signal Dynamics in Anterior Cingulate and Prefrontal Cortex Neurons following Task Switching , 2007, Neuron.

[11]  Helen Barbas,et al.  The Prefrontal Cortex and Flexible Behavior , 2007, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[12]  James B. Rowe,et al.  Working Memory for Location and Time: Activity in Prefrontal Area 46 Relates to Selection Rather than Maintenance in Memory , 2001, NeuroImage.

[13]  Andreas Nieder,et al.  Basic mathematical rules are encoded by primate prefrontal cortex neurons , 2010, Proceedings of the National Academy of Sciences.

[14]  Hagai Bergman,et al.  Synchronization of Midbrain Dopaminergic Neurons Is Enhanced by Rewarding Events , 2009, Neuron.

[15]  Mikhail A Lebedev,et al.  Joint cross-correlation analysis reveals complex, time-dependent functional relationship between cortical neurons and arm electromyograms. , 2014, Journal of neurophysiology.

[16]  T. Hare,et al.  Behavioral / Cognitive Interactions between Dorsolateral and Ventromedial Prefrontal Cortex Underlie Context-Dependent Stimulus Valuation in Goal-Directed Choice , 2017 .

[17]  G. Elston The pyramidal neuron in occipital, temporal and prefrontal cortex of the owl monkey (Aotus trivirgatus): regional specialization in cell structure , 2003, The European journal of neuroscience.

[18]  Y. Isomura,et al.  Theta oscillations in primate prefrontal and anterior cingulate cortices in forewarned reaction time tasks. , 2010, Journal of neurophysiology.

[19]  D. Paré,et al.  Learning-Related Facilitation of Rhinal Interactions by Medial Prefrontal Inputs , 2007, The Journal of Neuroscience.

[20]  G. Buzsáki,et al.  Behavior-dependent short-term assembly dynamics in the medial prefrontal cortex , 2008, Nature Neuroscience.

[21]  A. Aertsen,et al.  Dynamics of neuronal interactions in monkey cortex in relation to behavioural events , 1995, Nature.

[22]  Y. Isomura,et al.  Direct recording of theta oscillations in primate prefrontal and anterior cingulate cortices. , 2006, Journal of neurophysiology.

[23]  Stefan Everling,et al.  Mapping of Functionally Characterized Cell Classes onto Canonical Circuit Operations in Primate Prefrontal Cortex , 2015, The Journal of Neuroscience.

[24]  Earl K. Miller,et al.  Selective representation of relevant information by neurons in the primate prefrontal cortex , 1998, Nature.

[25]  Stefan Everling,et al.  Burst Firing Synchronizes Prefrontal and Anterior Cingulate Cortex during Attentional Control , 2014, Current Biology.

[26]  Kadharbatcha S Saleem,et al.  Subdivisions and connectional networks of the lateral prefrontal cortex in the macaque monkey , 2014, The Journal of comparative neurology.

[27]  D. Lewis,et al.  Horizontal synaptic connections in monkey prefrontal cortex: an in vitro electrophysiological study. , 2000, Cerebral cortex.

[28]  Timothy E. J. Behrens,et al.  Double dissociation of value computations in orbitofrontal and anterior cingulate neurons , 2011, Nature Neuroscience.

[29]  Emmanuel Procyk,et al.  Coordination of High Gamma Activity in Anterior Cingulate and Lateral Prefrontal Cortical Areas during Adaptation , 2011, The Journal of Neuroscience.

[30]  K. C. Anderson,et al.  Single neurons in prefrontal cortex encode abstract rules , 2001, Nature.

[31]  Earl K Miller,et al.  Cortical circuits for the control of attention , 2012, Current Opinion in Neurobiology.

[32]  Karl J. Friston Neuronal transients , 1995, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[33]  Richard P. Heitz,et al.  Cooperation and Competition among Frontal Eye Field Neurons during Visual Target Selection , 2010, The Journal of Neuroscience.

[34]  A Aertsen,et al.  ‘Dynamics of neuronal interactions’ cannot be explained by ‘neuronal transients’ , 1995, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[35]  J. Gottlieb,et al.  Distinct neural mechanisms of distractor suppression in the frontal and parietal lobe , 2012, Nature Neuroscience.

[36]  T. Womelsdorf,et al.  Theta–gamma coordination between anterior cingulate and prefrontal cortex indexes correct attention shifts , 2015, Proceedings of the National Academy of Sciences.

[37]  D. V. van Essen,et al.  Windows on the brain: the emerging role of atlases and databases in neuroscience , 2002, Current Opinion in Neurobiology.

[38]  P. Goldman-Rakic,et al.  Correlated discharges among putative pyramidal neurons and interneurons in the primate prefrontal cortex. , 2002, Journal of neurophysiology.

[39]  John J. B. Allen,et al.  Prelude to and Resolution of an Error: EEG Phase Synchrony Reveals Cognitive Control Dynamics during Action Monitoring , 2009, The Journal of Neuroscience.

[40]  M. Hasselmo,et al.  Modes and Models of Forebrain Cholinergic Neuromodulation of Cognition , 2011, Neuropsychopharmacology.

[41]  G. Buzsáki,et al.  A 4 Hz Oscillation Adaptively Synchronizes Prefrontal, VTA, and Hippocampal Activities , 2011, Neuron.

[42]  Carlos D. Brody,et al.  Disambiguating Different Covariation Types , 1999, Neural Computation.

[43]  R. Passingham,et al.  The Neurobiology of the Prefrontal Cortex: Anatomy, Evolution, and the Origin of Insight , 2012 .

[44]  E. Salinas,et al.  Age-dependent changes in prefrontal intrinsic connectivity , 2014, Proceedings of the National Academy of Sciences.

[45]  Aldo Genovesio,et al.  Prefrontal–parietal function: from foraging to foresight , 2014, Trends in Cognitive Sciences.

[46]  M. Häusser,et al.  Spatial Pattern Coding of Sensory Information by Climbing Fiber-Evoked Calcium Signals in Networks of Neighboring Cerebellar Purkinje Cells , 2009, The Journal of Neuroscience.

[47]  Stefan Everling,et al.  Specific Contributions of Ventromedial, Anterior Cingulate, and Lateral Prefrontal Cortex for Attentional Selection and Stimulus Valuation , 2011, PLoS biology.

[48]  Jaime de la Rocha,et al.  Supplementary Information for the article ‘ Correlation between neural spike trains increases with firing rate ’ , 2007 .

[49]  Osman Ratib,et al.  OsiriX: An Open-Source Software for Navigating in Multidimensional DICOM Images , 2004, Journal of Digital Imaging.

[50]  Stefan Everling,et al.  Monkey Prefrontal Cortical Pyramidal and Putative Interneurons Exhibit Differential Patterns of Activity Between Prosaccade and Antisaccade Tasks , 2009, The Journal of Neuroscience.

[51]  Carlos D. Brody,et al.  Correlations Without Synchrony , 1999, Neural Computation.

[52]  D. Pandya,et al.  Dorsolateral prefrontal cortex: comparative cytoarchitectonic analysis in the human and the macaque brain and corticocortical connection patterns , 1999, The European journal of neuroscience.

[53]  Stefan Everling,et al.  A long-range fronto-parietal 5- to 10-Hz network predicts "top-down" controlled guidance in a task-switch paradigm. , 2014, Cerebral cortex.

[54]  K. Saleem,et al.  Complementary circuits connecting the orbital and medial prefrontal networks with the temporal, insular, and opercular cortex in the macaque monkey , 2008, The Journal of comparative neurology.

[55]  John M. Pearson,et al.  Surprise Signals in Anterior Cingulate Cortex: Neuronal Encoding of Unsigned Reward Prediction Errors Driving Adjustment in Behavior , 2011, The Journal of Neuroscience.

[56]  Joshua W. Brown,et al.  Medial prefrontal cortex as an action-outcome predictor , 2011, Nature Neuroscience.

[57]  M. A. Smith,et al.  Stimulus Dependence of Neuronal Correlation in Primary Visual Cortex of the Macaque , 2005, The Journal of Neuroscience.

[58]  Adam G. Thomas,et al.  The Organization of Dorsal Frontal Cortex in Humans and Macaques , 2013, The Journal of Neuroscience.

[59]  G. Elston,et al.  A study of pyramidal cell structure in the cingulate cortex of the macaque monkey with comparative notes on inferotemporal and primary visual cortex. , 2004, Cerebral cortex.

[60]  Helen Barbas,et al.  Anterior Cingulate Synapses in Prefrontal Areas 10 and 46 Suggest Differential Influence in Cognitive Control , 2010, The Journal of Neuroscience.

[61]  Jonathan D. Cohen,et al.  The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function , 2013, Neuron.

[62]  M K Habib,et al.  Dynamics of neuronal firing correlation: modulation of "effective connectivity". , 1989, Journal of neurophysiology.

[63]  S. Sara,et al.  Orienting and Reorienting: The Locus Coeruleus Mediates Cognition through Arousal , 2012, Neuron.

[64]  Stefan Everling,et al.  Anterior Cingulate Cortex Cells Identify Process-Specific Errors of Attentional Control Prior to Transient Prefrontal-Cingulate Inhibition. , 2015, Cerebral cortex.

[65]  Philip G. F. Browning,et al.  Dissociable Components of Rule-Guided Behavior Depend on Distinct Medial and Prefrontal Regions , 2009, Science.