Cited by 272Functional Brain Connectivity StudiesNeural and Behavioral Psychology StudiesMemory and Neural Mechanisms

Intrinsic Amygdala–Cortical Functional Connectivity Predicts Social Network Size in Humans

Open access
Bickart, Kevin C., Hollenbeck, Mark C., Barrett, Lisa Feldman, Dickerson, Bradford C.·2012·The Journal of Neuroscience

Abstract

Using resting-state functional magnetic resonance imaging data from two independent samples of healthy adults, we parsed the amygdala's intrinsic connectivity into three partially distinct large-scale networks that strongly resemble the known anatomical organization of amygdala connectivity in rodents and monkeys. Moreover, in a third independent sample, we discovered that people who fostered and maintained larger and more complex social networks not only had larger amygdala volumes, but also amygdalae with stronger intrinsic connectivity within two of these networks: one putatively subserving perceptual abilities and one subserving affiliative behaviors. Our findings were anatomically specific to amygdalar circuitry in that individual differences in social network size and complexity could not be explained by the strength of intrinsic connectivity between nodes within two networks that do not typically involve the amygdala (i.e., the mentalizing and mirror networks), and were behaviorally specific in that amygdala connectivity did not correlate with other self-report measures of sociality.

Integrity signals

Registry

Crossref · 10.1523/jneurosci.1599-12.2012

Cites

Statistics

Nothing to recompute.

Claims the paper makes

0 of 53 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    In a third independent sample, people with larger and more complex social networks had larger amygdala volumes.

    “in a third independent sample, we discovered that people who fostered and maintained larger and more complex social networks not only had larger amygdala volumes, but also amygdalae with stronger intrinsic connectivity within two of these networks”
    Quote in the paperSubstantial claim
  • Findingown data

    Social network complexity and diversity are strongly correlated with social network size.

    “both social network complexity and diversity were strongly correlated with social network size”
    Quote in the paperNot a substantial claim
  • Findingown data

    There is distinct connectivity between three major subdivisions of the amygdala and limbic cortical structures, ventral striatum, hypothalamus, and brainstem.

    “we found distinct connectivity between three major subdivisions of the amygdala and limbic cortical structures as well as the ventral striatum, hypothalamus, and brainstem”
    Quote in the paperSubstantial claim
  • Findingown data

    Amygdala connectivity within the social aversion network does not predict social network size.

    “Individual differences in the strength of the amygdala’s connectivity within the network supporting social aversion did not predict differences in social network size”
    Quote in the paperNot a substantial claim
  • Findingown data

    People with larger social networks have stronger connectivity between the ventrolateral amygdala and the STS and fusiform gyrus within the social perception network.

    “people with larger social networks had stronger connectivity between the ventrolateral amygdala and the STS and fusiform gyrus within the network supporting social perception”
    Quote in the paperSubstantial claim
  • May combine two claims. 18
  • Classified as probably not a substantial claim. 26
  • May combine two claims.

    Findingown data

    Resting-state fMRI data from two independent samples of healthy adults show that the amygdala's intrinsic connectivity can be divided into three partially distinct large-scale networks that closely resemble the known anatomical organization of amygdala connectivity in rodents and monkeys.

    “Using resting-state functional MRI data from two independent samples of healthy adults, we parsed the amygdala’s intrinsic connectivity into three partially-distinct large-scale networks that strongly resemble the known anatomical organization of amygdala connectivity in rodents and monkeys.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The eta2 coefficients for similarity between discovery and replication connectivity maps were 0.88 for lateral, 0.82 for medial, and 0.86 for dorsal amygdala seeds.

    “The eta2 coefficients were 0.88, 0.82, and 0.86 for lateral, medial, and dorsal amygdala seeds, respectively.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Amygdala connectivity did not correlate with other self-report measures of sociality, indicating behavioral specificity.

    “and were behaviorally specific in that amygdala connectivity did not correlate with other self-report measures of sociality.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The strongest connectivity was between lOFC and ventrolateral amygdala, vmPFC and medial amygdala, and cACC and dorsal amygdala.

    “As predicted, we found the strongest connectivity between the lOFC and the ventrolateral amygdala, the vmPFC and the medial amygdala, and the cACC with the dorsal amygdala.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Stronger amygdala connectivity within the social perception and affiliation networks each independently contributes to larger social network size, along with amygdala volume, predicting 41% of the variance.

    “we found that stronger amygdala connectivity within the networks supporting social perception and affiliation each contributed independently to larger social network size (along with amygdala volume), predicting a total of 41% of its variance”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In a third independent sample, people with larger and more complex social networks had stronger intrinsic connectivity within two amygdala networks, one thought to support perceptual abilities and one to support affiliative behaviors.

    “in a third independent sample, we discovered that people who fostered and maintained larger and more complex social networks not only had larger amygdala volumes, but also amygdalae with stronger intrinsic connectivity within two of these networks”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Intrinsic amygdala connectivity is not related to other self-report measures of sociality, perceived social support, or life satisfaction.

    “Intrinsic amygdala connectivity was not related to other self-report measures of sociality, perceived social support or life satisfaction”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    People who fostered and maintained larger and more complex social networks had larger amygdala volumes and stronger intrinsic connectivity between the amygdala and regions implicated in perceptual and affiliative, but not avoidant, aspects of social cognition.

    “people who fostered and maintained larger and more complex social networks not only had larger amygdala volumes, but also had stronger intrinsic connectivity between the amygdala and regions of the brain implicated in perceptual and affiliative, but not avoidant, aspects of social cognition”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Prior work from the authors' laboratory found that individuals with larger amygdala volumes have larger and more complex social networks.

    “In 2011, our laboratory demonstrated that individuals with larger amygdala volumes have larger and more complex social networks (Bickart et al., 2011).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Bickart et al., 2011

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  • Classified as probably not a substantial claim.

    Premisecitation

    Resting-state intrinsic connectivity reflects functional properties of the brain that relate to individual differences in abilities and behaviors.

    “resting-state intrinsic connectivity reflects functional properties of the brain that relate to individual differences in a variety of abilities and behaviors”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Fox et al., 2007

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    • cites Seeley et al., 2007

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    • cites van Marle et al., 2010

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    Study design and conductcitation

    The Social Provisions Scale assesses perceived availability of social support based on participants' views of their current relationships.

    “We used the Social Provisions Scale (Russell et al., 1984) to assess perceived availability of social support based on participants’ views of their current relationships.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Russell et al., 1984

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    Study design and conductown data

    Amygdala parcellation results were virtually equivalent when using 2mm and 4mm smoothing kernels compared with the 6mm kernel.

    “Because both kernels produced virtually equivalent results to the data smoothed with a 6mm kernel, we only present the latter results.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Intrinsic connectivity provides a basis for understanding the large-scale anatomic organization of brain networks.

    “Intrinsic connectivity provides a basis for understanding the large-scale anatomic organization of brain networks (Fox and Raichle, 2007)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Fox and Raichle, 2007

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    Study design and conductcitation

    The Satisfaction with Life Scale assesses participants' global life satisfaction.

    “We used the Satisfaction with Life Scale (Diener et al., 1985) to assess participants’ global life satisfaction.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Diener et al., 1985

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    One female participant was excluded from brain-behavior analyses because her computed social network size was 3 standard deviations above the group mean.

    “One female participant was excluded from brain-behavior analyses because her computed social network size was 3 standard deviations greater than the group mean.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The topography of resting-state functional connectivity corresponds to anatomical connectivity in monkeys.

    “prior work that directly demonstrated a correspondence between the topography of resting-state functional connectivity and anatomical connectivity in monkeys”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Vincent et al., 2007

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Amygdala grey matter seems to increase in monkeys housed in larger social groups.

    “seems to increase in monkeys housed in larger social groups (Sallet et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sallet et al., 2011

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    In this study, amygdala segmentation from the automated algorithm was manually verified by a trained operator blind to the hypothesis, and no adjustments were needed.

    “A trained operator, blind to the hypothesis, manually inspected the results of the automated segmentation. In the present study, no adjustments, modifications, or edits were made; the results of the automated segmentation were verified as accurate without”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Individual differences in intrinsic connectivity strength within certain networks predict individual differences in motor function, memory, executive function, and affect.

    “individual differences in intrinsic connectivity strength within certain networks predicts individual differences in motor function (Fox et al., 2007), memory (Wang et al., 2010), executive function (Seeley et al., 2007), and affect (Seeley et al., 2007; van Marle et al., 2010; Touroutoglou et al., 2012).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Fox et al., 2007

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    • cites Wang et al., 2010

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    • cites Seeley et al., 2007

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The automated FreeSurfer segmentation procedure for amygdala volume is comparable in accuracy to manual labeling and is reliable across sessions within the same scanner.

    “This automated segmentation procedure has been widely used in volumetric studies and was shown to be comparable in accuracy to that of manual labeling (Fischl et al., 2002) and is reliable across sessions within the same scanner (Jovicich et al., 2009).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Fischl et al., 2002

      Not checked in the free run.

    • cites Jovicich et al., 2009

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Amygdala grey matter density is correlated with both online and real-world social network size.

    “the amygdala’s grey matter density is correlated with both online and real-world social network size (Kanai et al., 2011)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kanai et al., 2011

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Using larger subregions of the amygdala as seeds produced virtually equivalent connectivity maps to those from smaller spherical seeds.

    “We also analyzed the data using the larger subregions of the amygdala as seeds, and found that this method produces virtually equivalent maps (data not shown) to that of the smaller spherical seeds”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The three cortical seed regions (lOFC, vmPFC, cACC) are each heavily interconnected with one of the amygdala's subregions and with other regions within each respective network.

    “We chose these areas because they are each heavily interconnected with one of the amygdala’s subregions and other regions within each respective network (Barbas et al., 2010; Haber and Knutson, 2010; Price and Drevets, 2010).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Barbas et al., 2010

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    • cites Haber and Knutson, 2010

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    • cites Price and Drevets, 2010

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  • May combine two claims.

    Interpretationreasoning

    People with stronger intrinsic amygdala connectivity within the perception network, particularly with the STS and fusiform gyrus, might be better at detecting and decoding social cues and thus better able to navigate social interactions.

    “our findings suggest that people with stronger intrinsic amygdala connectivity within the perception network, particularly with the STS and fusiform gyrus, might be better at detecting and decoding the meaning of these social cues and thus better able to navigate the dynamic and often-ambiguous nature of social interactions with more people in more social contexts”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The amygdala's role in social cognition and anxiety might be separable.

    “suggesting that the amygdala’s role in social cognition and anxiety might be separable”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Enhanced amygdala activity is linked to increased visual acuity.

    “enhanced amygdala activity is linked to increased visual acuity”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lim et al., 2009

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    The amygdala plays a modulatory role within the social perception network, capable of enhancing neural responses in visual areas and perceptual ability for affect-laden stimuli.

    “the amygdala plays a modulatory role within this network, capable of enhancing neural responses in visual areas and perceptual ability for affect-laden stimuli”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Duncan and Barrett, 2007

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    • cites Pessoa, 2011

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    Premisecitation

    The magnitude of this reduction correlates with the degree of amygdalar damage.

    “The magnitude of this reduction correlates with the degree of amygdalar damage”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Vuilleumier et al., 2004

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    Interpretationcitation

    Our network and region-level findings for the social perception network are consistent with prior work implicating regions in processing social cues.

    “Our network and region-level findings for the network supporting social perception are consistent with a growing body of neuroimaging and neuropsychological work that implicate regions within this network in processing social cues”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Morris et al., 1996

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    • cites Phelps et al., 2000

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    • cites Winston et al., 2002

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    Premisecitation

    Bonobos, characterized by their cooperative social nature, had larger tracts measured with diffusion-tensor imaging between the amygdala and the vmPFC than chimpanzees.

    “a recent study found that bonobos, characterized by their cooperative social nature, had larger tracts measured with diffusion-tensor imaging between the amygdala and the vmPFC than chimpanzees who are a more aggressive primate species”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rilling et al., 2011

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A recent study in monkeys suggests that brain structure changes with social experience.

    “A recent study in monkeys suggests that brain structure changes with social experience”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sallet et al., 2011

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  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    More connected individuals might be better equipped to perceive social cues like facial expression and be more motivated to or receive more reward from responding to these cues in a manner that promotes social affiliation.

    “More connected individuals might be better equipped to perceive social cues like facial expression and be more motivated to or receive more reward from responding to these cues in a manner that promotes social affiliation”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Stronger intrinsic connectivity between the amygdala and aversion network regions has been observed in healthy participants in the acute aftermath of stress induction.

    “Stronger intrinsic connectivity between the amygdala and regions in this network has been recently observed in healthy participants in the acute aftermath of stress induction”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites van Marle et al., 2010

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Monkeys housed with larger versus smaller cohorts had stronger intrinsic connectivity between the STS and ACC; amygdala connectivity was not reported in that study.

    “Sallet et al. (2011) did report that monkeys housed with larger (versus smaller) cohorts had stronger intrinsic connectivity between the STS and ACC; connectivity of the amygdala was not reported in that study”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sallet et al. (2011)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The normal enhancement of fMRI signal in the fusiform gyrus and STS to affective facial expressions is reduced in amygdala-damaged patients compared to controls.

    “the normal enhancement of fMRI signal in the fusiform gyrus and STS to affective facial expressions is reduced in amygdala-damaged patients compared to controls”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Vuilleumier et al., 2004

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  • May combine two claims.

    Interpretationreasoning

    People with enhanced functional connectivity between the amygdala and the social affiliation circuitry, particularly the vmPFC, might derive more value from connecting with others, which would motivate them to form and maintain more social relationships.

    “our findings suggest that people with enhanced functional connectivity between the amygdala and this circuitry, particularly the vmPFC, might derive more value from connecting with others, which would motivate them to form and maintain more social relationships”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Enhanced amygdala activity is linked to greater visual cortex activation including area V1.

    “greater visual cortex activation including area V1”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Padmala and Pessoa, 2008

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37 of 37
  • The paper relies on this without support.

    The mentalizing and mirror networks do not typically involve the amygdala.

    “two networks that do not typically involve the amygdala (i.e., the mentalizing and mirror networks)”
  • The paper relies on this without support.

    The mentalizing and mirror networks do not routinely include the amygdala or other affective circuitry.

    “the mentalizing and mirror networks that have been implicated in social cognition, but which do not routinely include the amygdala or other affective circuitry”
  • The paper relies on this without support.

    The dorsal amygdala is associated with the aversion network and putatively motivates decisions about who to avoid, punish, or reject.

    “the dorsal amygdala (associated with the aversion network, putatively motivating decisions about who to avoid, punish, or reject)”
3 of 3

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References 106 · Cited by 272

Research works printed but not linked: 1

  1. 10.1002/(SICI)1096-9861(19981130)401:4<480::AID-CNE4>3.0.CO;2-F · DOI · Paper page

Authors
Bickart, K. C., Hollenbeck, M. C., Barrett, L. F., & Dickerson, B. C.
Affiliations
  • Boston University (US)
  • Harvard University (US)
  • Northeastern University (US)
Venue
The Journal of Neuroscience
Published
2012-10-17
Volume
32
Issue
42
Pages
14729-14741
ISSN
  • 0270-6474 (ISSN-L)
  • 1529-2401
OpenAlex
W2083254659
Cited by
272
References
106
Citations by year
2026: 9 · 2025: 9 · 2024: 19 · 2023: 25 · 2022: 16 · 2021: 26 · 2020: 28 · 2019: 13 · 2018: 26 · 2017: 21 · 2016: 29 · 2015: 19 · 2014: 15 · 2013: 16 · 2012: 1
FWCI
8.34
Type
journal article
Language
en
Open access
Locations
  • Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
Funders
  • National Institutes of Health (DP1OD003312, AG005134)
  • National Institute on Aging (AG005134, AG030311, R01AG030311, P50AG005134, R01AG029411)
  • National Institute of Mental Health (R21MH097094)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
Keywords
amygdala, intrinsic functional connectivity, social network size, amygdala volume, resting-state functional connectivity, large-scale brain networks, affiliative behavior, perceptual skills, mentalizing network
MeSH terms
Adolescent, Adult, Amygdala, Brain Mapping, Cerebral Cortex, Female, Forecasting, Humans, Magnetic Resonance Imaging, Male, Nerve Net, Neural Pathways, Young Adult, Social Networking

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