Tor Wager

Prof. Tor Wager


Research Focus & Metrics

Academic Career Length

27Years (2000-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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23 May 2012 in Behavioral and Brain Sciences
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Journal Article
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KLKristen A. Lindquist
Kristen A. Lindquist
TWTor Wager
Tor Wager
HKHedy Kober
Hedy Kober
EBEliza Bliss-Moreau
Eliza Bliss-Moreau
LBLisa Feldman Barrett
Lisa Feldman Barrett
Researchers have wondered how the brain creates emotions since the early days of psychological science. With a surge of studies in affective neuroscience in recent decades, scientists are poised to answer this question. In this target article, we present a meta-analytic summary of the neuroimaging literature on human emotion. We compare the locationist approach (i.e., the hypothesis that discrete emotion categories consistently and specifically correspond to distinct brain regions) with the psychological constructionist approach (i.e., the hypothesis that discrete emotion categories are constructed of more general brain networks not specific to those categories) to better understand the brain basis of emotion. We review both locationist and psychological constructionist hypotheses of brain–emotion correspondence and report meta-analytic findings bearing on these hypotheses. Overall, we found little evidence that discrete emotion categories can be consistently and specifically localized to distinct brain regions. Instead, we found evidence that is consistent with a psychological constructionist approach to the mind: A set of interacting brain regions commonly involved in basic psychological operations of both an emotional and non-emotional nature are active during emotion experience and perception across a range of discrete emotion categories.

11 April 2013 in New England Journal of Medicine
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TWTor Wager
Tor Wager
LALauren Y. Atlas
Lauren Y. Atlas
MLMartin A. Lindquist
Martin A. Lindquist
MRMathieu Roy
Mathieu Roy
CWChoong-Wan Woo
Choong-Wan Woo
EKEthan Kross
Ethan Kross
Persistent pain is measured by means of self-report, the sole reliance on which hampers diagnosis and treatment. Functional magnetic resonance imaging (fMRI) holds promise for identifying objective measures of pain, but brain measures that are sensitive and specific to physical pain have not yet been identified. In four studies involving a total of 114 participants, we developed an fMRI-based measure that predicts pain intensity at the level of the individual person. In study 1, we used machine-learning analyses to identify a pattern of fMRI activity across brain regions — a neurologic signature — that was associated with heat-induced pain. The pattern included the thalamus, the posterior and anterior insulae, the secondary somatosensory cortex, the anterior cingulate cortex, the periaqueductal gray matter, and other regions. In study 2, we tested the sensitivity and specificity of the signature to pain versus warmth in a new sample. In study 3, we assessed specificity relative to social pain, which activates many of the same brain regions as physical pain. In study 4, we assessed the responsiveness of the measure to the analgesic agent remifentanil. In study 1, the neurologic signature showed sensitivity and specificity of 94% or more (95% confidence interval [CI], 89 to 98) in discriminating painful heat from nonpainful warmth, pain anticipation, and pain recall. In study 2, the signature discriminated between painful heat and nonpainful warmth with 93% sensitivity and specificity (95% CI, 84 to 100). In study 3, it discriminated between physical pain and social pain with 85% sensitivity (95% CI, 76 to 94) and 73% specificity (95% CI, 61 to 84) and with 95% sensitivity and specificity in a forced-choice test of which of two conditions was more painful. In study 4, the strength of the signature response was substantially reduced when remifentanil was administered. It is possible to use fMRI to assess pain elicited by noxious heat in healthy persons. Future studies are needed to assess whether the signature predicts clinical pain. (Funded by the National Institute on Drug Abuse and others.)

1 May 2014 in NeuroImage
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CWChoong-Wan Woo
Choong-Wan Woo
AKAnjali Krishnan
Anjali Krishnan
TWTor Wager
Tor Wager

23 February 2017 in Nature Neuroscience
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CWChoong-Wan Woo
Choong-Wan Woo
LCLuke J Chang
Luke J Chang
MLMartin A Lindquist
Martin A Lindquist
TWTor Wager
Tor Wager

19 June 2015 in Nature Reviews Neuroscience
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Journal Article
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TWTor Wager
Tor Wager
LALauren Y. Atlas
Lauren Y. Atlas

1 March 2012 in Trends in Cognitive Sciences
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Journal Article
Closed access
MRMathieu Roy
Mathieu Roy
DSDaphna Shohamy
Daphna Shohamy
TWTor Wager
Tor Wager