Resting state hypothalamic and dorsomedial prefrontal cortical connectivity of the periaqueductal gray in cocaine addiction

Cocaine‐dependent (CD) individuals demonstrate significant anxiety and dysphoria during withdrawal, a negative emotional state that may perpetuate drug seeking and consumption. An extensive body of work has focused on characterizing reward circuit dysfunction, but relatively little is known about the pain circuit during cocaine withdrawal. In an earlier study, we highlighted how cue‐elicited functional connectivity between the periaqueductal gray (PAG), a subcortical hub of the pain circuit, and ventromedial prefrontal cortex supports tonic craving in recently abstinent CD. The functional organization of the brain can be characterized by intrinsic connectivities, and it is highly likely that the resting state functional connectivity (rsFC) of the PAG may also be altered in association with cocaine use variables. Here, we examined this issue in 52 CD and 52 healthy control (HC) participants. Imaging data were processed with published routines, and the findings were evaluated with a corrected threshold. In a covariance analysis, CD as compared with HC showed higher PAG rsFC with the hypothalamus, dorsomedial prefrontal, and inferior parietal cortices. Further, these connectivities were correlated negatively with tonic cocaine craving and recent cocaine use, respectively. Higher hypothalamic and frontoparietal rsFC with the PAG may reflect a compensatory process to regulate craving and compulsive drug use. The findings provide additional evidence in humans implicating the PAG circuit and may help research of the role of negative reinforcement in sustaining habitual drug use in cocaine addiction.

[1]  Thang M. Le,et al.  Cue-elicited functional connectivity of the periaqueductal gray and tonic cocaine craving. , 2020, Drug and alcohol dependence.

[2]  K. Tye,et al.  A cortical-brainstem circuit predicts and governs compulsive alcohol drinking , 2019, Science.

[3]  Thang M. Le,et al.  Hypothalamic Responses to Cocaine and Food Cues in Individuals with Cocaine Dependence , 2019, The international journal of neuropsychopharmacology.

[4]  Matthew S. Fritz,et al.  Mediation analysis. , 2019, Annual review of psychology.

[5]  G. Koob,et al.  Periaqueductal Gray Sheds Light on Dark Areas of Psychopathology , 2019, Trends in Neurosciences.

[6]  N. Volkow,et al.  Association Between Brain Activation and Functional Connectivity. , 2019, Cerebral cortex.

[7]  Kae Nakamura,et al.  Encoding prediction signals during appetitive and aversive Pavlovian conditioning in the primate lateral hypothalamus. , 2019, Journal of neurophysiology.

[8]  Shenmin Zhang,et al.  Hypothalamic response to cocaine cues and cocaine addiction severity , 2018, Addiction biology.

[9]  J. Middleton,et al.  Central Amygdala Circuits Mediate Hyperalgesia in Alcohol-Dependent Rats , 2018, The Journal of Neuroscience.

[10]  Richard E. Harris,et al.  Resting Functional Connectivity of the Periaqueductal Gray Is Associated With Normal Inhibition and Pathological Facilitation in Conditioned Pain Modulation. , 2018, The journal of pain : official journal of the American Pain Society.

[11]  Nikolaos Karalis,et al.  Prefrontal-Periaqueductal Gray-Projecting Neurons Mediate Context Fear Discrimination , 2018, Neuron.

[12]  V. Calhoun,et al.  Disrupted intrinsic connectivity of the periaqueductal gray in patients with functional dyspepsia: A resting‐state fMRI study , 2017, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

[13]  A. Haghparast,et al.  Functional interaction between orexin‐1 and CB1 receptors in the periaqueductal gray matter during antinociception induced by chemical stimulation of the lateral hypothalamus in rats , 2016, European journal of pain.

[14]  R. Lanius,et al.  fMRI functional connectivity of the periaqueductal gray in PTSD and its dissociative subtype , 2016, Brain and behavior.

[15]  J. McGinty,et al.  Cocaine self-administration causes signaling deficits in corticostriatal circuitry that are reversed by BDNF in early withdrawal , 2015, Brain Research.

[16]  Danny J. J. Wang,et al.  Reliability comparison of spontaneous brain activities between BOLD and CBF contrasts in eyes-open and eyes-closed resting states , 2015, NeuroImage.

[17]  Dayu Lin,et al.  Collateral Pathways from the Ventromedial Hypothalamus Mediate Defensive Behaviors , 2015, Neuron.

[18]  G. Koob The dark side of emotion: the addiction perspective , 2015, European journal of pharmacology.

[19]  Daphna Shohamy,et al.  Representation of aversive prediction errors in the human periaqueductal gray , 2014, Nature Neuroscience.

[20]  J. Bustamante,et al.  Abstinence duration modulates striatal functioning during monetary reward processing in cocaine patients , 2014, Addiction biology.

[21]  Brent L. Hughes,et al.  Common representation of pain and negative emotion in the midbrain periaqueductal gray. , 2013, Social cognitive and affective neuroscience.

[22]  Newton S. Canteras,et al.  The Dorsolateral Periaqueductal Gray and Its Role in Mediating Fear Learning to Life Threatening Events , 2012, PloS one.

[23]  G. Northoff,et al.  Common brain activations for painful and non-painful aversive stimuli , 2012, BMC Neuroscience.

[24]  G. Dai,et al.  Neuroanatomic Connectivity of the Human Ascending Arousal System Critical to Consciousness and Its Disorders , 2012, Journal of neuropathology and experimental neurology.

[25]  Jonathan D. Power,et al.  Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion , 2012, NeuroImage.

[26]  T. R. Stratford,et al.  Evidence that the nucleus accumbens shell, ventral pallidum, and lateral hypothalamus are components of a lateralized feeding circuit , 2012, Behavioural Brain Research.

[27]  Mert R. Sabuncu,et al.  The influence of head motion on intrinsic functional connectivity MRI , 2012, NeuroImage.

[28]  Samuel Asensio,et al.  Altered neural response of the appetitive emotional system in cocaine addiction: an fMRI Study , 2010, Addiction biology.

[29]  Jian Kong,et al.  Intrinsic functional connectivity of the periaqueductal gray, a resting fMRI study , 2010, Behavioural Brain Research.

[30]  Katherine E. Prater,et al.  Disrupted amygdalar subregion functional connectivity and evidence for a compensatory network in generalized anxiety disorder , 2009, NeuroImage.

[31]  B. Harrison,et al.  Altered Cortico-Striatal Functional Connectivity in Obsessive-Compulsive Disorder , 2009, NeuroImage.

[32]  Kristen A. Lindquist,et al.  Functional grouping and cortical–subcortical interactions in emotion: A meta-analysis of neuroimaging studies , 2008, NeuroImage.

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

[34]  G. Aston-Jones,et al.  Arousal and reward: a dichotomy in orexin function , 2006, Trends in Neurosciences.

[35]  D. Ziedonis,et al.  The validity and reliability of a brief measure of cocaine craving. , 2006, Drug and alcohol dependence.

[36]  R. Sinha,et al.  Stress-induced cocaine craving and hypothalamic-pituitary-adrenal responses are predictive of cocaine relapse outcomes. , 2006, Archives of general psychiatry.

[37]  G. Koob,et al.  Gene expression evidence for remodeling of lateral hypothalamic circuitry in cocaine addiction. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[38]  R. A. Fuchs,et al.  The Role of the Dorsomedial Prefrontal Cortex, Basolateral Amygdala, and Dorsal Hippocampus in Contextual Reinstatement of Cocaine Seeking in Rats , 2005, Neuropsychopharmacology.

[39]  V. Haughton,et al.  Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. , 2001, AJNR. American journal of neuroradiology.

[40]  S. O'Malley,et al.  Psychological stress, drug-related cues and cocaine craving , 2000, Psychopharmacology.

[41]  K. Miczek,et al.  Reduction of zif268 messenger RNA expression during prolonged withdrawal following “binge” cocaine self-administration in rats , 2000, Neuroscience.

[42]  S. Tiffany,et al.  The development of a cocaine craving questionnaire. , 1993, Drug and alcohol dependence.

[43]  G. Koob,et al.  Role of different brain structures in the expression of the physical morphine withdrawal syndrome. , 1992, The Journal of pharmacology and experimental therapeutics.

[44]  K. Nakamura,et al.  Hypothalamic neuron involvement in integration of reward, aversion, and cue signals. , 1986, Journal of neurophysiology.

[45]  T. Ono,et al.  Visual responses related to food discrimination in monkey lateral hypothalamus during operant feeding behavior , 1986, Brain Research.

[46]  Z. Shahrivar,et al.  Structured Clinical Interview for DSM-IV (SCID): Persian Translation and Cultural Adaptation , 2007 .

[47]  M. Brandão,et al.  Anatomical connections of the periaqueductal gray: specific neural substrates for different kinds of fear. , 2003, Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologicas.

[48]  Richard M. Kream,et al.  Behavioral sensitization to cocaine after a brief social defeat stress: c-fos expression in the PAG , 1999, Psychopharmacology.

[49]  S. Sikdar,et al.  Selective inhibition of glucose-sensitive neurons in rat lateral hypothalamus by noxious stimuli and morphine. , 1985, Journal of neurophysiology.

[50]  John J. Foxe,et al.  Identifying a Network of Brain Regions Involved in Aversion-Related Processing: A Cross-Species Translational Investigation , 2011, Front. Integr. Neurosci..