Low-frequency hippocampal–cortical activity drives brain-wide resting-state functional MRI connectivity

Significance The hippocampus with its dense reciprocal axonal projections to and from cortex is widely believed to mediate numerous cognitive functions. However, it is unknown whether and how specific hippocampal–cortical activity contributes to the brain-wide functional connectivity. Here, we use optogenetics and fMRI to examine how excitatory neural activity initiated in the dorsal dentate gyrus of the hippocampus propagates and modulates resting-state fMRI (rsfMRI) connectivity. We discover its robust propagation brain-wide at low frequency (1 Hz), which enhances interhemispheric rsfMRI connectivity and cortical and subcortical visual responses. Our findings highlight the important role of slow hippocampal–cortical oscillatory activity in driving brain-wide rsfMRI connectivity and mediating sensory processing. The hippocampus, including the dorsal dentate gyrus (dDG), and cortex engage in bidirectional communication. We propose that low-frequency activity in hippocampal–cortical pathways contributes to brain-wide resting-state connectivity to integrate sensory information. Using optogenetic stimulation and brain-wide fMRI and resting-state fMRI (rsfMRI), we determined the large-scale effects of spatiotemporal-specific downstream propagation of hippocampal activity. Low-frequency (1 Hz), but not high-frequency (40 Hz), stimulation of dDG excitatory neurons evoked robust cortical and subcortical brain-wide fMRI responses. More importantly, it enhanced interhemispheric rsfMRI connectivity in various cortices and hippocampus. Subsequent local field potential recordings revealed an increase in slow oscillations in dorsal hippocampus and visual cortex, interhemispheric visual cortical connectivity, and hippocampal–cortical connectivity. Meanwhile, pharmacological inactivation of dDG neurons decreased interhemispheric rsfMRI connectivity. Functionally, visually evoked fMRI responses in visual regions also increased during and after low-frequency dDG stimulation. Together, our results indicate that low-frequency activity robustly propagates in the dorsal hippocampal–cortical pathway, drives interhemispheric cortical rsfMRI connectivity, and mediates visual processing.

[1]  Andrew C. N. Chen,et al.  Mapping cortical mesoscopic networks of single spiking cortical or sub-cortical neurons , 2017, eLife.

[2]  Mariel G Kozberg,et al.  Resting-state hemodynamics are spatiotemporally coupled to synchronized and symmetric neural activity in excitatory neurons , 2016, Proceedings of the National Academy of Sciences.

[3]  Ying-Shing Chan,et al.  Long-range projections coordinate distributed brain-wide neural activity with a specific spatiotemporal profile , 2016, Proceedings of the National Academy of Sciences.

[4]  Wei Gao,et al.  Resting state network topology of the ferret brain , 2016, NeuroImage.

[5]  M. Raichle,et al.  Human cortical–hippocampal dialogue in wake and slow-wave sleep , 2016, Proceedings of the National Academy of Sciences.

[6]  Fritjof Helmchen,et al.  Functional Imaging of Dentate Granule Cells in the Adult Mouse Hippocampus , 2016, The Journal of Neuroscience.

[7]  Shohei Hanaoka,et al.  Global and structured waves of rs-fMRI signal identified as putative propagation of spontaneous neural activity , 2016, NeuroImage.

[8]  K. Ohki,et al.  Transient neuronal coactivations embedded in globally propagating waves underlie resting-state functional connectivity , 2016, Proceedings of the National Academy of Sciences.

[9]  Santiago Canals,et al.  Frequency-Dependent Gating of Hippocampal-Neocortical Interactions. , 2016, Cerebral cortex.

[10]  Hellmut Merkle,et al.  Sensory and optogenetically driven single-vessel fMRI , 2016, Nature Methods.

[11]  Arne D. Ekstrom,et al.  Oscillations Go the Distance: Low-Frequency Human Hippocampal Oscillations Code Spatial Distance in the Absence of Sensory Cues during Teleportation , 2016, Neuron.

[12]  L. Colgin Rhythms of the hippocampal network , 2016, Nature Reviews Neuroscience.

[13]  Thomas J. Ross,et al.  Functional Connectivity Hubs and Networks in the Awake Marmoset Brain , 2016, Front. Integr. Neurosci..

[14]  Garrett Neske,et al.  The Slow Oscillation in Cortical and Thalamic Networks: Mechanisms and Functions , 2016, Front. Neural Circuits.

[15]  E. Pastalkova,et al.  Oscillatory patterns in hippocampus under light and deep isoflurane anesthesia closely mirror prominent brain states in awake animals , 2016, Hippocampus.

[16]  G. Glover,et al.  Prefrontal cortical regulation of brainwide circuit dynamics and reward-related behavior , 2016, Science.

[17]  Hanbing Lu,et al.  Low- but Not High-Frequency LFP Correlates with Spontaneous BOLD Fluctuations in Rat Whisker Barrel Cortex. , 2014, Cerebral cortex.

[18]  Ed X. Wu,et al.  Auditory midbrain processing is differentially modulated by auditory and visual cortices: An auditory fMRI study , 2015, NeuroImage.

[19]  Enzo Tagliazucchi,et al.  Propagated infra-slow intrinsic brain activity reorganizes across wake and slow wave sleep , 2015, eLife.

[20]  Juan F. Ramirez-Villegas,et al.  Diversity of sharp-wave–ripple LFP signatures reveals differentiated brain-wide dynamical events , 2015, Proceedings of the National Academy of Sciences.

[21]  B. Staresina,et al.  Hierarchical nesting of slow oscillations, spindles and ripples in the human hippocampus during sleep , 2015, Nature Neuroscience.

[22]  Lawrence H Snyder,et al.  Functional connectivity arises from a slow rhythmic mechanism , 2015, Proceedings of the National Academy of Sciences.

[23]  Nikos K Logothetis,et al.  Neural-Event-Triggered fMRI of large-scale neural networks , 2015, Current Opinion in Neurobiology.

[24]  Vincenzo Crunelli,et al.  The thalamocortical network as a single slow wave-generating unit , 2015, Current Opinion in Neurobiology.

[25]  Jia Liu,et al.  Optogenetic fMRI reveals distinct, frequency-dependent networks recruited by dorsal and intermediate hippocampus stimulations , 2015, NeuroImage.

[26]  S. Romani,et al.  Theta sequences are essential for internally generated hippocampal firing fields , 2014, Nature Neuroscience.

[27]  E. Miller,et al.  Frequency-specific hippocampal-prefrontal interactions during associative learning , 2015, Nature Neuroscience.

[28]  E. Lein,et al.  Functional organization of the hippocampal longitudinal axis , 2014, Nature Reviews Neuroscience.

[29]  Matthew A Wilson,et al.  Enhancement of encoding and retrieval functions through theta phase-specific manipulation of hippocampus , 2014, eLife.

[30]  Igor Timofeev,et al.  Global Intracellular Slow-Wave Dynamics of the Thalamocortical System , 2014, The Journal of Neuroscience.

[31]  J. Jacobs Hippocampal theta oscillations are slower in humans than in rodents: implications for models of spatial navigation and memory , 2014, Philosophical Transactions of the Royal Society B: Biological Sciences.

[32]  Benjamin R Arenkiel,et al.  Cell type-specific and time-dependent light exposure contribute to silencing in neurons expressing Channelrhodopsin-2 , 2014, eLife.

[33]  Yong Hu,et al.  Brain resting-state functional MRI connectivity: Morphological foundation and plasticity , 2014, NeuroImage.

[34]  Karl J. Friston,et al.  Structural and Functional Brain Networks: From Connections to Cognition , 2013, Science.

[35]  Mark W. Woolrich,et al.  Resting-state fMRI in the Human Connectome Project , 2013, NeuroImage.

[36]  D. McVea,et al.  Spontaneous cortical activity alternates between motifs defined by regional axonal projections , 2013, Nature Neuroscience.

[37]  H. Eichenbaum,et al.  Interplay of Hippocampus and Prefrontal Cortex in Memory , 2013, Current Biology.

[38]  Jonathan D. Power,et al.  Evidence for Hubs in Human Functional Brain Networks , 2013, Neuron.

[39]  Michael J. Jutras,et al.  Oscillatory activity in the monkey hippocampus during visual exploration and memory formation , 2013, Proceedings of the National Academy of Sciences.

[40]  Fenna M. Krienen,et al.  Opportunities and limitations of intrinsic functional connectivity MRI , 2013, Nature Neuroscience.

[41]  G. Buzsáki,et al.  Memory, navigation and theta rhythm in the hippocampal-entorhinal system , 2013, Nature Neuroscience.

[42]  Sabine Kastner,et al.  Electrophysiological Low-Frequency Coherence and Cross-Frequency Coupling Contribute to BOLD Connectivity , 2012, Neuron.

[43]  A. Oeltermann,et al.  Hippocampal–cortical interaction during periods of subcortical silence , 2012, Nature.

[44]  M. Raichle,et al.  Rat brains also have a default mode network , 2012, Proceedings of the National Academy of Sciences.

[45]  Garret D Stuber,et al.  Construction of implantable optical fibers for long-term optogenetic manipulation of neural circuits , 2011, Nature Protocols.

[46]  Maxim Volgushev,et al.  Properties of Slow Oscillation during Slow-Wave Sleep and Anesthesia in Cats , 2011, The Journal of Neuroscience.

[47]  Ales Stuchlik,et al.  Functional inactivation of the rat hippocampus disrupts avoidance of a moving object , 2011, Proceedings of the National Academy of Sciences.

[48]  R. Pearce,et al.  Slowing of the Hippocampal &thgr; Rhythm Correlates with Anesthetic-induced Amnesia , 2010, Anesthesiology.

[49]  E. Brown,et al.  General anesthesia, sleep, and coma. , 2010, The New England journal of medicine.

[50]  R. Knight,et al.  The functional role of cross-frequency coupling , 2010, Trends in Cognitive Sciences.

[51]  C. Dickson,et al.  A comparison of sleeplike slow oscillations in the hippocampus under ketamine and urethane anesthesia. , 2010, Journal of neurophysiology.

[52]  Dae-Shik Kim,et al.  Global and local fMRI signals driven by neurons defined optogenetically by type and wiring , 2010, Nature.

[53]  M. Schölvinck,et al.  Neural basis of global resting-state fMRI activity , 2010, Proceedings of the National Academy of Sciences.

[54]  Walter Schneider,et al.  Identifying the brain's most globally connected regions , 2010, NeuroImage.

[55]  Hong-wei Dong,et al.  Are the Dorsal and Ventral Hippocampus Functionally Distinct Structures? , 2010, Neuron.

[56]  S. Hughes,et al.  The slow (<1 Hz) rhythm of non-REM sleep: a dialogue between three cardinal oscillators , 2010, Nature Neuroscience.

[57]  Y. Dan,et al.  Burst Spiking of a Single Cortical Neuron Modifies Global Brain State , 2009, Science.

[58]  Natalie L. M. Cappaert,et al.  The anatomy of memory: an interactive overview of the parahippocampal–hippocampal network , 2009, Nature Reviews Neuroscience.

[59]  M. Raichle,et al.  Cortical network functional connectivity in the descent to sleep , 2009, Proceedings of the National Academy of Sciences.

[60]  Biyu J. He,et al.  Electrophysiological correlates of the brain's intrinsic large-scale functional architecture , 2008, Proceedings of the National Academy of Sciences.

[61]  D. Debanne,et al.  Release-Dependent Variations in Synaptic Latency: A Putative Code for Short- and Long-Term Synaptic Dynamics , 2007, Neuron.

[62]  Clara A. Scholl,et al.  Synchronized delta oscillations correlate with the resting-state functional MRI signal , 2007, Proceedings of the National Academy of Sciences.

[63]  M. Fox,et al.  Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging , 2007, Nature Reviews Neuroscience.

[64]  Justin L. Vincent,et al.  Intrinsic functional architecture in the anaesthetized monkey brain , 2007, Nature.

[65]  D. McCormick,et al.  Enhancement of visual responsiveness by spontaneous local network activity in vivo. , 2007, Journal of neurophysiology.

[66]  B. Sakmann,et al.  Differential responses of hippocampal subfields to cortical up–down states , 2007, Proceedings of the National Academy of Sciences.

[67]  M. Wilson,et al.  Coordinated memory replay in the visual cortex and hippocampus during sleep , 2007, Nature Neuroscience.

[68]  S. Rombouts,et al.  Consistent resting-state networks across healthy subjects , 2006, Proceedings of the National Academy of Sciences.

[69]  J. Born,et al.  Hippocampal sharp wave-ripples linked to slow oscillations in rat slow-wave sleep. , 2006, Journal of neurophysiology.

[70]  Elizabeth A. Clement,et al.  Hippocampal Slow Oscillation: A Novel EEG State and Its Coordination with Ongoing Neocortical Activity , 2006, The Journal of Neuroscience.

[71]  Maxim Volgushev,et al.  Precise Long-Range Synchronization of Activity and Silence in Neocortical Neurons during Slow-Wave Sleep , 2006, The Journal of Neuroscience.

[72]  Maxim Volgushev,et al.  Precise long-range synchronization of activity and silence in neocortical neurons during slow-wave oscillations [corrected]. , 2006, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[73]  H. Lu,et al.  Resting-State Functional Connectivity in Rat Brain , 2005 .

[74]  G. Buzsáki,et al.  Neuronal Oscillations in Cortical Networks , 2004, Science.

[75]  Andrea Hasenstaub,et al.  Barrages of Synaptic Activity Control the Gain and Sensitivity of Cortical Neurons , 2003, The Journal of Neuroscience.

[76]  Andrea Hasenstaub,et al.  Persistent cortical activity: mechanisms of generation and effects on neuronal excitability. , 2003, Cerebral cortex.

[77]  J. Csicsvari,et al.  Communication between neocortex and hippocampus during sleep in rodents , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[78]  N. Logothetis,et al.  Neurophysiological investigation of the basis of the fMRI signal , 2001, Nature.

[79]  M. Wilson,et al.  Coordinated Interactions between Hippocampal Ripples and Cortical Spindles during Slow-Wave Sleep , 1998, Neuron.

[80]  Richard S. J. Frackowiak,et al.  Knowing where and getting there: a human navigation network. , 1998, Science.

[81]  A. Grinvald,et al.  Dynamics of Ongoing Activity: Explanation of the Large Variability in Evoked Cortical Responses , 1996, Science.

[82]  G Buzsáki,et al.  The hippocampo-neocortical dialogue. , 1996, Cerebral cortex.

[83]  L. Martı́nez-Millán,et al.  Pyramidal and nonpyramidal callosal cells in the striate cortex of the adult rat , 1994, The Journal of comparative neurology.

[84]  T. Sejnowski,et al.  Thalamocortical oscillations in the sleeping and aroused brain. , 1993, Science.

[85]  M. Steriade,et al.  A novel slow (< 1 Hz) oscillation of neocortical neurons in vivo: depolarizing and hyperpolarizing components , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[86]  L. Squire Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans. , 1992, Psychological review.

[87]  M. Yeckel,et al.  Feedforward excitation of the hippocampus by afferents from the entorhinal cortex: redefinition of the role of the trisynaptic pathway. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[88]  W. Scoville,et al.  LOSS OF RECENT MEMORY AFTER BILATERAL HIPPOCAMPAL LESIONS , 1957, Journal of neurology, neurosurgery, and psychiatry.