Elsevier

NeuroImage

Volume 184, 1 January 2019, Pages 781-789
NeuroImage

Oxytocin differentially modulates specific dorsal and ventral striatal functional connections with frontal and cerebellar regions

https://doi.org/10.1016/j.neuroimage.2018.09.067Get rights and content

Highlights

  • Randomized placebo-controlled resting state pharmaco-fMRI study (n = 144, males).

  • Effects of oxytocin (OXT) on basal ganglia sub-region connectivity were examined.

  • OXT increased connectivity of ventral striatal & pallidal nodes with frontal regions.

Abstract

Interactions between oxytocin and the basal ganglia are central in current overarching conceptualizations of its broad modulatory effects on behavior. Whereas evidence from animal models emphasizes the critical role of the ventral striatum in the behavioral effects of oxytocin, region-specific contributions of the basal ganglia have not been systematically explored in humans. The present study combined the randomized placebo-controlled administration of oxytocin versus placebo in healthy men (n = 144) with fMRI-based resting-state functional connectivity to determine the modulatory role of oxytocin on the major basal ganglia pathways. Oxytocin specifically increased connectivity between ventral striatal and pallidal nodes with upstream frontal regions, whereas it decreased the strengths of downstream pathways between the dorsal striatum and posterior cerebellum. These pathways have previously been implicated in salience, reward and behavioral flexibility, thus shaping goal-directed behavior. Given the importance of aberrant striatal intrinsic organization in autism, addiction and schizophrenia the present findings may suggest new mechanistic perspectives for the therapeutic potential of oxytocin in these disorders.

Introduction

The evolutionary conserved neuropeptide oxytocin (OXT) is a key regulator of social behavior, particularly social bonding, reward and salience processing (Gao et al., 2016; Gordon et al., 2011; Love, 2014; Ma et al., 2016; Numan and Young, 2016; Shamay-Tsoory and Abu-Akel, 2016). Converging evidence from animal models and human oxytocin administration studies suggests that the oxytocinergic regulation of social behavior involves modulation of regional activity as well as interregional coupling in basal ganglia-limbic-cortical networks (Bethlehem et al., 2013; Johnson and Young, 2017; Liu et al., 2015; Wang et al., 2017; Wigton et al., 2015). Whereas previous OXT administration studies in humans predominantly focused on the modulation of the amygdala-centered functional network (Ebner et al., 2016; Eckstein et al., 2017; Koch et al., 2016; Sripada et al., 2013; Wang et al., 2014), animal models have established converging evidences that the effects of OXT on social bonding (Amadei et al., 2017), reward (e.g. King et al., 2016), and also its intrinsic functional effects (Moaddab et al., 2015) are critically mediated by basal ganglia core nodes, particularly the ventral striatum and the pallidal formation (overview in Young et al., 2011).

Traditionally conceived as motor control region it has become increasingly clear that the basal ganglia critically contributes to a broad range of behavioral domains in humans ranging from basic salience/reward and novelty processing to complex decision making (Arsalidou et al., 2013; Haber, 2016). The broad behavioral contribution is mirrored in the complex functional organization of the basal ganglia, with sub-division- and function-specific bidirectional connections to nearly all cortical regions (Alexander et al., 1986; Haber et al., 2000). Within this functional organization the striatum as major input site for afferent cortical projections and the pallidal formation projecting back to the cortex (Draganski et al., 2008; Haber, 2016) appears of major importance for the integrative function of the basal ganglia in orchestrating motor, cognitive and motivational/emotional processes. The striatum comprises a set of sub-regions which according to their functions and projections are assigned to the ventral striatum (nucleus accumbens, ventral putamen/caudate), interacting with limbic and prefrontal regions to promote motivational/emotional processes, and the dorsal striatum (dorsal putamen, caudate), interacting with dorsolateral-prefrontal and motor regions sub-serving cognitive and motor control functions (Haber, 2016; Kelly et al., 2009). Despite the central role of the basal ganglia in overarching conceptualizations on the role of OXT in human behavior (Love, 2014; Ma et al., 2016; Shamay-Tsoory and Abu-Akel, 2016) previous empirical evidence is mainly based on animal models indicating a central role of ventral striatal nodes in mediating behavioral effects of OXT (Young et al., 2011). Accumulating evidence from human research combining the intranasal application of OXT with task-based fMRI suggests modulatory effects in functional domains which are strongly related to the basal ganglia, including learning-based social adaptations (Baumgartner et al., 2008; Rilling et al., 2012), novelty (Wittfoth-Schardt et al., 2012) and reward processing (Hu et al., 2015; Mickey et al., 2016; Scheele et al., 2013). However, depending on the task paradigms employed different basal ganglia sub-regions have been found to be modulated by OXT, including both, dorsal and ventral striatal nodes (Hu et al., 2015; Scheele et al., 2013; see also Bethlehem et al., 2014 or Dölen et al., 2013). Overall these previous findings suggest that the specific effects of OXT observed are the result of an interplay between the task-specific network and the social-emotional stimuli employed.

With respect to demonstrating state-dependent basal ganglia functioning and mapping basal ganglia sub-region-specific networks, resting-state fMRI functional connectivity (rsFC) approaches have been extensively used (Di Martino et al., 2008). Moreover, neuropsychiatric disorders characterized by deficient reward, salience and social-emotional processing including autism, schizophrenia and depression have consistently been associated with aberrations in intrinsic basal ganglia networks directly related to core underlying deficits such as anhedonia (Gabbay et al., 2013) and lack of social interest (Delmonte et al., 2013). Resting-state pharmaco-fMRI approaches allow investigation of the effects of OXT on the intrinsic functional organization of the brain in the absence of context- or stimulus-specific influences. Indeed, previous amygdala-focused resting-state pharmaco-fMRI studies have revealed consistent findings with respect to OXT's modulatory effects on amygdala-prefrontal connectivity (Eckstein et al., 2017; Sripada et al., 2013; for a general discussion on the modulatory potential of OXT on the level of functional networks see also Bethlehem et al., 2013). Moreover, recent data-driven approaches have consistently revealed modulatory effects of OXT on basal ganglia-frontal circuits, particularly major afferent targets of the striatum such as anterior cingulate and frontal motor cortices (Bethlehem et al., 2017; Paloyelis et al., 2016). However, despite the central role of the basal ganglia in recent conceptualizations of OXT and the clinical relevance of basal ganglia pathology, specific intrinsic effects of OXT on the human basal ganglia sub-regions have not been examined. Therefore, the present study employed a randomized, double-blind, placebo-controlled, pharmaco-rsFC experiment in healthy men (n = 144) to determine effects of intranasal-OXT on sub-regional intrinsic functional connectivity of basal ganglia. Based on previous findings in humans (Bethlehem et al., 2017; Paloyelis et al., 2016), and the key role of the ventral striatum in OXT's functional effects in animal models (King et al., 2016; Moaddab et al., 2015), we expected to observe enhanced functional connectivity between the ventral striatum and its afferent projection sites in limbic and frontal regions.

Section snippets

Participants and protocols

144 healthy non-smoking male Han Chinese college students were enrolled in the present study. All participants were right handed, and free from current or past psychiatric, neurological or other medical conditions. Participants were instructed to abstain from alcohol and caffeine during the last 24 h prior to the experiment. To control for potential confounding effects of mood and anxiety all subjects completed corresponding scales before treatment administration (anxiety, State-Trait Anxiety

Potential confounders

Evaluation of the questionnaire data indicated that the treatment groups did not differ in age, anxiety or mood indices (all p > 0.15, see supplemental material, Table S2). Independent sample t-tests indicated that there was no significant difference in the mean frame-wise displacement in head motion (FDOXT = 0.11, SD = 0.05; FDPLC = 0.12, SD = 0.05; t139 = −1.01, p = 0.32) between the treatment groups.

Effects of oxytocin on basal ganglia sub-regional intrinsic connectivity

Relative to PLC treatment, OXT significantly increased functional connectivity between the

Discussion

Examining the effects of a single-intranasal dose of OXT on different basal ganglia functional networks revealed that OXT specifically increased intrinsic resting-state functional connectivity between the left ventral caudal and left pallidal nodes with contralateral frontal upstream regions, whereas it decreased that of downstream pathways between the right ventromedial putamen and ipsilateral posterior cerebellum.

In the network level, the OXT-sensitive functional connections in the present

Conclusions

Overall, the present findings provide the first evidence for sub-region-specific effects of OXT on the basal ganglia networks. Intranasal OXT specifically increased intrinsic connectivity in ventral caudal-dACC pathways engaged in reward and salience processing and pallidal-frontal motor pathways involved in action initiation and approach. This might also provide a framework for explaining the influence of contextual factors on the functional effects of OXT (Bartz et al., 2011).

Funding and disclosure

This work was supported by the National Natural Science Foundation of China (grant numbers: 91632117; 31530032), the German Research Foundation (DFG, grant number BE 5465/2-1), the Fundamental Research Funds for the Central Universities (grant number ZYGX2015Z002), the Science, Innovation and Technology Department of the Sichuan Province (2018JY0001) and an Open Research Fund of the State Key Laboratory of Cognitive Neuroscience and Learning. The authors declare no conflict of interest.

References (101)

  • G.E. Alexander et al.

    Parallel organization of functionally segregated circuits linking basal ganglia and cortex

    Annu. Rev. Neurosci.

    (1986)
  • E.A. Amadei et al.

    Dynamic corticostriatal activity biases social bonding in monogamous female prairie voles

    Nature

    (2017)
  • M. Arsalidou et al.

    The centre of the brain: topographical model of motor, cognitive, affective, and somatosensory functions of the basal ganglia

    Hum. Brain Mapp.

    (2013)
  • J.A. Bartz et al.

    Social effects of oxytocin in humans: context and person matter

    Trends Cognit. Sci.

    (2011)
  • T. Baumgartner et al.

    Oxytocin shapes the neural circuitry of trust and trust adaptation in humans

    Neuron

    (2008)
  • R.A.I. Bethlehem et al.

    Oxytocin, brain physiology, and functional connectivity: a review of intranasal oxytocin fMRI studies

    Psychoneuroendocrinology

    (2013)
  • R.A.I. Bethlehem et al.

    The oxytocin paradox

    Front. Behav. Neurosci.

    (2014)
  • R.A.I. Bethlehem et al.

    Intranasal oxytocin enhances intrinsic corticostriatal functional connectivity in women

    Transl. Psychiatry

    (2017)
  • B. Biswal et al.

    Reduction of physiological fluctuations in fMRI using digital filters

    Magn. Reson. Med.

    (1996)
  • B.B. Biswal et al.

    Use of jackknife resampling techniques to estimate the confidence intervals of fMRI parameters

    J. Comput. Assist. Tomogr.

    (2001)
  • P.A. Bos et al.

    Acute effects of steroid hormones and neuropeptides on human social-emotional behavior: a review of single administration studies

    Front. Neuroendocrinol.

    (2012)
  • A.C. Bostan et al.

    The basal ganglia communicate with the cerebellum

    Proc. Natl. Acad. Sci. U.S.A.

    (2010)
  • C. Cardoso et al.

    Intranasal oxytocin attenuates the cortisol response to physical stress: a dose-response study

    Psychoneuroendocrinology

    (2013)
  • X. Chen et al.

    Within vs. between-subject effects of intranasal oxytocin on the neural response to cooperative and non-cooperative social interactions

    Psychoneuroendocrinology

    (2017)
  • D.M. Cole et al.

    Dopamine-dependent architecture of cortico-subcortical network connectivity

    Cerebr. Cortex

    (2013)
  • M.S. Dagli et al.

    Localization of cardiac-induced signal change in fMRI

    Neuroimage

    (1999)
  • C.K.W. De Dreu et al.

    Oxytocin enables novelty seeking and creative performance through upregulated approach: evidence and avenues for future research

  • S. Delmonte et al.

    Functional and structural connectivity of frontostriatal circuitry in Autism Spectrum Disorder

    Front. Hum. Neurosci.

    (2013)
  • A. Di Martino et al.

    Functional connectivity of human striatum: a resting state fMRI study

    Cerebr. Cortex

    (2008)
  • G. Dölen et al.

    Social reward requires coordinated activity of nucleus accumbens oxytocin and serotonin

    Nature

    (2013)
  • B. Draganski et al.

    Evidence for segregated and integrative connectivity patterns in the human Basal Ganglia

    J. Neurosci.

    (2008)
  • N.C. Ebner et al.

    Oxytocin's effect on resting-state functional connectivity varies by age and sex

    Psychoneuroendocrinology

    (2016)
  • M. Eckstein et al.

    Oxytocin differentially alters resting state functional connectivity between amygdala subregions and emotional control networks: inverse correlation with depressive traits

    Neuroimage

    (2017)
  • A. Eklund et al.

    Cluster failure: why fMRI inferences for spatial extent have inflated false-positive rates

    Proc. Natl. Acad. Sci. Unit. States Am.

    (2016)
  • L. Fan et al.

    The human brainnetome Atlas: a new brain Atlas based on connectional architecture

    Cerebr. Cortex

    (2016)
  • D. Feifel et al.

    A review of oxytocin's effects on the positive, negative, and cognitive domains of schizophrenia

    Biol. Psychiatr.

    (2016)
  • J.L. Frijling et al.

    Intranasal oxytocin affects amygdala functional connectivity after trauma script-driven imagery in distressed recently trauma-exposed individuals

    Neuropsychopharmacology

    (2016)
  • V. Gabbay et al.

    Striatum-based circuitry of adolescent depression and anhedonia

    J. Am. Acad. Child Adolesc. Psychiatry

    (2013)
  • S. Gao et al.

    Oxytocin, the peptide that bonds the sexes also divides them

    Proc. Natl. Acad. Sci. Unit. States Am.

    (2016)
  • I. Gordon et al.

    Oxytocin and social motivation

    Dev. Cogn. Neurosci.

    (2011)
  • A.J. Guastella et al.

    Recommendations for the standardisation of oxytocin nasal administration and guidelines for its reporting in human research

    Psychoneuroendocrinology

    (2013)
  • C. Habas et al.

    Distinct cerebellar contributions to intrinsic connectivity networks

    J. Neurosci.

    (2009)
  • S.N. Haber

    Corticostriatal circuitry

  • S.N. Haber et al.

    Striatonigrostriatal pathways in primates form an ascending spiral from the shell to the dorsolateral striatum

    J. Neurosci.

    (2000)
  • O. Harari-Dahan et al.

    A general approach - avoidance hypothesis of Oxytocin: accounting for social and non-social effects of oxytocin

    Neurosci. Biobehav. Rev.

    (2014)
  • J. Hu et al.

    Oxytocin selectively facilitates learning with social feedback and increases activity and functional connectivity in emotional memory and reward processing regions

    Hum. Brain Mapp.

    (2015)
  • Z.V. Johnson et al.

    Oxytocin and vasopressin neural networks: implications for social behavioral diversity and translational neuroscience

    Neurosci. Biobehav. Rev.

    (2017)
  • M. Kanat et al.

    Restoring effects of oxytocin on the attentional preference for faces in autism

    Transl. Psychiatry

    (2017)
  • C. Kelly et al.

    L-dopa modulates functional connectivity in striatal cognitive and motor networks: a double-blind placebo-controlled study

    J. Neurosci.

    (2009)
  • A.H. Kemp et al.

    Oxytocin increases heart rate variability in humans at rest: implications for social approach-related motivation and capacity for social engagement

    PLoS One

    (2012)
  • K.M. Kendrick et al.

    Overview of Human Oxytocin Research

    (2017)
  • D. Kessler et al.

    Reevaluating “cluster failure” in fMRI using nonparametric control of the false discovery rate

    Proc. Natl. Acad. Sci. Unit. States Am.

    (2017)
  • L.B. King et al.

    Variation in the oxytocin receptor gene predicts brain region-specific expression and social attachment

    Biol. Psychiatr.

    (2016)
  • L. Koban et al.

    Brain systems underlying the affective and social monitoring of actions: an integrative review

    Neurosci. Biobehav. Rev.

    (2014)
  • S.B.J. Koch et al.

    Intranasal oxytocin normalizes amygdala functional connectivity in posttraumatic stress disorder

    Neuropsychopharmacology

    (2016)
  • A.K. Kreuder et al.

    How the brain codes intimacy: the neurobiological substrates of romantic touch

    Hum. Brain Mapp.

    (2017)
  • M.L. Kringelbach et al.

    Towards a functional neuroanatomy of pleasure and happiness

    Trends Cognit. Sci.

    (2009)
  • L. Lénárd et al.

    Role of D2 dopamine receptors of the ventral pallidum in inhibitory avoidance learning

    Behav. Brain Res.

    (2017)
  • A. Lipari et al.

    Atrial natriuretic peptide (ANP) and oxytocin-expression in the adult rat and mouse cerebellum

    Cerebellum & Ataxias

    (2015)
  • N. Liu et al.

    Oxytocin modulates fMRI responses to facial expression in macaques

    Proc. Natl. Acad. Sci. Unit. States Am.

    (2015)
  • Cited by (32)

    • Human creativity: Functions, mechanisms, and social conditioning

      2024, Advances in Experimental Social Psychology
    • Intranasal oxytocin attenuates the effects of monetary feedback on procedural learning

      2022, Psychoneuroendocrinology
      Citation Excerpt :

      Moreover, OT receptors can be found throughout core regions of the motor system, like the basal ganglia. Consequently, OT enhances the activity of midbrain dopaminergic neurons (Xiao et al., 2017) and increases cortico-striatal functional connectivity (Zhao et al., 2019). However, the potential OT effects on procedural learning remain to be elucidated.

    View all citing articles on Scopus
    View full text