Publications - Contents

Published in 2018

Article Title
Spatial Bayesian latent factor regression modeling of coordinate‐based meta‐analysis data.
Satpute, A. B., Kragel, P. A., Barrett, L. F., Wager, T. D., & Bianciardi, M. (2018). “Deconstructing arousal into wakeful, autonomic and affective varieties.” Neurosci. Lett.
Kragel PA et al. (2018) Generalizable representations of pain, cognitive control, and negative emotion in medial frontal cortex. Nature Neuroscience.

Published in 2017

Article Title
López-Solà, M., Koban, L., Krishnan, A., & Wager, T. D. (2017). When pain really matters: A vicarious-pain brain marker tracks empathy for pain in the romantic partner. Neuropsychologia.
Ten simple rules for neuroimaging meta-analysis
Scott M. Schafer, Stephan Geuter, and Tor D. Wager. (In press) Brain mechanisms of placebo analgesia: Insights from cross-species comparisons. Progress in Neurobiology.
Geuter S, Lindquist MA, Wager TD (2017) Fundamentals of Functional Neuroimaging. In: Handbook of Psychophysiology, 4th ed. (Cacioppo JT, Tassinary LG, Berntson GG, eds), pp 41-73. Cambridge: Cambridge University Press.
PJ Gianaros, LK Sheu, F Uyar, J Koushik, JR Jennings, TD Wager; A Singh, TD Verstynen, A Brain Phenotype for Stressor-Evoked Blood Pressure Reactivity
The resilience framework as a strategy to combat stress-related disorders: current challenges and future perspectives.
Cremers, H.R, Wager, T.D., Yarkoni, T. (2017). The relation between statistical power and inference in fMRI. PloS One.
Koban, L., Kusko, D., Wager, T.D. (In Press). Generalization of learned pain modulation depends on explicit learning. Acta Psychologica
Geuter S, Koban L, Wager TD (2017) The Cognitive Neuroscience of Placebo Effects: Concepts, Predictions, and Physiology. Annu Rev Neurosci 40:167–188.
Alejandro de la Vega, Tal Yarkoni, Tor D. Wager, and Marie T. Banich (In press). “Large-scale meta-analysis suggests low regional modularity in lateral frontal cortex.” Cerebral Cortex.
Brain Imaging Tests for Chronic Pain: Medical, Legal and Ethical Issues and Recommendations.
Reddan, M. C., & Wager, T. D. (2017). Modeling Pain Using fMRI: From Regions to Biomarkers. Neuroscience Bulletin, 1-8.
Ashar, Yoni K., Jessica R. Andrews-Hanna, Sona Dimidjian, and Tor D. Wager. “Empathic Care and Distress: Predictive Brain Markers and Dissociable Brain Systems.” Neuron
Wager, T.D., Krishnan, A., Hitchcock, E. (in press). How are Emotions Organized in the Brain? In Fox, A. S., Lapate, R. C., Shackman, A. J. & Davidson, R. J. (Eds.). The nature of emotion. Fundamental questions (2nd edition). New York: Oxford University P
Chén, O. Y., Crainiceanu, C. M., Ogburn, E. L., Caffo, B. S., Wager, T. D., & Lindquist, M. A. (2017). High-dimensional Multivariate Mediation: with Application to Neuroimaging Data. arXiv preprint arXiv:1511.09354.
Losin, E. A. R., Anderson, S. R., & Wager, T. D. (2017). Feelings of Clinician-Patient Similarity and Trust Influence Pain: Evidence From Simulated Clinical Interactions. The Journal of Pain.
Ashar, Yoni K., Luke J. Chang, and Tor D. Wager. Brain and Psychological Mechanisms of the Placebo Effect: An Affective Appraisal Account. Annual Review of Clinical Psychology 13, no. 1 (2017).
Lopez-Sola, M., Woo, C. W., Pujol, J., Deus, J., Harrison, B. J., Monfort, J., & Wager, T. D. (2017). Towards a neurophysiological signature for fibromyalgia. Pain, 158(1), 34-47.
Reddan MC, Lindquist MA, Wager TD. (2017). Effect Size Estimation in Neuroimaging. JAMA Psychiatry. doi:10.1001/jamapsychiatry.2016.3356
Woo, C.-W., Liane Schmidt, Anjali Krishnan, Marieke Jepma, Mathieu Roy, Martin A. Lindquist, Lauren Y. Atlas, and Tor D. Wager. Quantifying Cerebral Contributions to Pain beyond Nociception. Nature Communications 8 (February 14, 2017): 14211.
Leonie Koban, Rebecca Schneider, Yoni K. Ashar, Jessica R. Andrews-Hanna, Lauren Landy, Tor D. Wager, & Joanna J. Arch (in press). Social anxiety is characterized by biased learning about performance and the self. Emotion.
Woo, C. W., Wager, T. D. (2017). Imaging biomarkers and biotypes for depression. Nature Medicine. 23(1): 16-17.
Koban L., Jepma M., Geuter S., & Wager T.D. (in press). What's in a word? How instructions, suggestions, and social information change pain and emotion. Neuroscience & Biobehavioral Reviews.
Woo, C.-W., Chang, L. J., Lindquist, M. A., & Wager, T. D. (2017). Building better biomarkers: brain models in translational neuroimaging. Nat Neurosci, 20(3), 365-377. doi:10.1038/nn.4478
Koban, L., Kross, E., Woo, C.-W., Ruzic, L., & Wager, T. D. (2017). Frontal-brainstem pathways mediating placebo effects on social rejection. The Journal of Neuroscience.
Smith, et al., (In Press). The potential role of sensory testing, skin biopsy, and functional brain imaging as biomarkers in chronic pain clinical trials: IMPACT considerations. Journal of Pain.

Published in 2016

Article Title
Koban, L., & Wager, T. D. (2016). Beyond conformity: Social influences on pain reports and physiology. Emotion, 16(1), 24.
Ashar, Y. K., Andrews-Hanna, J. R., Dimidjian, S., & Wager, T. D. (2016). Towards a Neuroscience of Compassion: A Brain-Systems-Based Model and Research Agenda. Positive Neuroscience Handbook.
Woo, C.W., and Wager, T.D. What Reliability Can and Cannot Tell Us about Pain Report and Pain Neuroimaging. Pain 157, no. 3 (2016): 511-13
Pauli, W. M., OReilly, R. C., Yarkoni, T., & Wager, T. D. (2016). Regional specialization within the human striatum for diverse psychological functions. Proceedings of the National Academy of Sciences, 113(7), 1907-1912.
Panta, Sandeep R. et al "A Tool for Interactive Data Visualization: Application to Over 10,000 Brain Imaging and Phantom MRI Data Sets"
Zaki, J., Wager, T. D., Singer, T., Keysers, C., & Gazzola, V. (2016). The anatomy of suffering: Understanding the relationship between nociceptive and empathic pain. Trends in cognitive sciences, 20(4), 249-259.
Vachon-Presseau, E., Roy, M., Woo, C.-W., Kunz, M., Martel, M.-O., Sullivan, Michael, J.J., Philip, L., Wager, T.D., Rainville, P. (2016). Multiple faces of pain: Effects of chronic pain on the brain regulation of facial expression. Pain. Aug;157(8):1819-
Wager, T.D., Atlas, L.Y., Botvinick, M.M., Chang, L.J., Coghill, R.C., Davis, K.D., Iannetti, G.D., Poldrack, R.A., Shackman, A.J. and Yarkoni, T., 2016. Pain in the ACC?. Proceedings of the National Academy of Sciences, 113(18), pp.E2474-E2475.
Ma, Yina, Wang, Chenbo, Luo, Siyang, Li, Bingfeng, Wager, Tor D., Zhang, Wenxia, Rao, Yi, Han, Shihui. (2016). "Serotonin transporter polymorphism alters citalopram effects on human pain responses to physical pain." NeuroImage 135: 186-196.
Zunhammer, M., Bingel, U., & Wager, T. D. (2016). Issues in Pain Prediction ? More Gain than Pain. Trends in Neurosciences, 39(10), 639-640. doi:
Geuter, S., Cunningham, J. T., & Wager, T. D. (2016). Disentangling opposing effects of motivational states on pain perception. Pain Rep, 1(3). doi:10.1097/PR9.0000000000000574
Eisenbarth, H., Chang, L. J., & Wager, T. D. (2016)."Multivariate Brain Prediction of Heart Rate and Skin Conductance Responses to Social Threat." J Neurosci 36(47): 11987-11998.
Helpman, Liat et al. “Neural Changes in Extinction Recall Following Prolonged Exposure Treatment for PTSD: A Longitudinal fMRI Study.” NeuroImage : Clinical 12 (2016): 715–723. PMC. Web. 6 Apr. 2017.
Zhu, X., Helpman, L., Papini, S., Schneier, F., Markowitz, J.C., Van Meter, P.E., Lindquist, M.A., Wager, T.D., and Neria, Y. Altered Resting State Functional Connectivity of Fear and Reward Circuitry in Comorbid PTSD and Major Depression. Depression and
Roy M., Wager, T.D. (in press) Neuromatrix Theory of Pain. (Corns J, eds) Oxford: Oxford University Press.
Becker, S., Gandhi, W., Pomares, F., Wager, T. D., & Schweinhardt, P. (2016). Orbitofrontal cortex mediates pain inhibition by monetary reward. Social cognitive and affective neuroscience.
Rutherford, B. R., Wall, M. M., Brown, P. J., Choo, T.-H., Wager, T. D., Peterson, B. S., Chung, S., Kirsch, I., Roose, S. P. (2016). Patient expectancy as a mediator of placebo effects in antidepressant clinical trials. American Journal of Psychiatry, ap
Ashar, Yoni K., Jessica R. Andrews-Hanna, Tal Yarkoni, Jenifer Sills, Joan Halifax, Sona Dimidjian, and Tor D. Wager. Effects of Compassion Meditation on a Psychological Model of Charitable Donation. Emotion 16, no. 5 (2016): 691-705
de la Vega, A., Chang, L. J., Banich, M. T., Wager, T. D., & Yarkoni, T. (2016). Large-Scale Meta-Analysis of Human Medial Frontal Cortex Reveals Tripartite Functional Organization. The Journal of Neuroscience, 36(24), 6553-6562.
Krishnan, A., Woo, C.W., Chang, L.J., Ruzic, L., Gu, X., Lopez-Sola, M., Jackson, P.L., Pujol, J., Fan, J. and Wager, T.D., 2016. Somatic and vicarious pain are represented by dissociable multivariate brain patterns. Elife, 5, p.e15166.

Published in 2015

Article Title
Chén, O. Y., Crainiceanu, C. M., Ogburn, E. L., Caffo, B. S., Wager, T. D., & Lindquist, M. A. (2015). High-dimensional Multivariate Mediation: with Application to Neuroimaging Data. arXiv preprint arXiv:1511.09354.
Woo, C. -W., Roy, M., Buhle, J. T. & Wager, T. D. (2015). Distinct brain systems mediate the effects of nociceptive input and self-regulation on pain. PLOS Biology. 13(1): e1002036. doi:10.1371/journal.pbio.1002036
Robinson, L. F., Atlas, L. Y., & Wager, T. D. (2015). Dynamic functional connectivity using state-based dynamic community structure: Method and application to opioid analgesia. NeuroImage, 108, 274-291.
Raison C.L., Hale M.W., Williams L.E., Wager T.D. and Lowry C.A. (2015) Somatic influences on subjective well-being and affective disorders: the convergence of thermosensory and central serotonergic systems. Front.Psychol. 5:1580. doi:10.3389/fpsyg.2014.0
Kaiser, R. H., Andrews-Hanna, J. R., Wager, T. D., & Pizzagalli, D. A. (2015). Large-scale network dysfunction in major depressive disorder: a meta-analysis of resting-state functional connectivity. JAMA psychiatry, 72(6), 603-611.
Schafer S.M., Colloca L., Wager T.D. Conditioned placebo analgesia persists when subjects know they are receiving a placebo. Journal of Pain (2015) doi: 10.1016/ j.jpain.2014.12.008.
Wager, T.D. & Woo, C.W. (2015) fMRI in analgesic drug discovery. Science Translational Medicine.
Yamamoto, D. J., Woo, C. W., Wager, T. D., Regner, M. F., & Tanabe, J. (2015). Influence of dorsolateral prefrontal cortex and ventral striatum on risk avoidance in addiction: A mediation analysis. Drug and alcohol dependence, 149, 10-17.
Losin, E. A. R., Woo, C. W., Krishnan, A., Wager, T. D., Iacoboni, M., & Dapretto, M. (2015). Brain and psychological mediators of imitation: sociocultural versus physical traits. Culture and Brain, 3(2), 93-111.
Gianaros, P. J., & Wager, T. D. (2015). Brain-body pathways linking psychological stress and physical health. Current directions in psychological science, 24(4), 313-321.
Schafer, S. M., Wager, T. D., Mercado Jr, R. A., Thayer, J. F., Allen, J. J., & Lane, R. D. (2015). Partial Amelioration of Medial Visceromotor Network Dysfunction in Major Depression by Sertraline. Psychosomatic medicine, 77(7), 752-761.
Woo, Choong-Wan, and Tor D. Wager. "Neuroimaging-based biomarker discovery and validation." Pain 156.8 (2015): 1379-1381.
Wager, T. D., & Atlas, L. Y. (2015). The neuroscience of placebo effects: connecting context, learning and health. Nature Reviews Neuroscience, 16(7), 403-418.
Wager, T.D. (2015) Using Neuroimaging to Understand Pain: Pattern Recognition and the Path from Brain Mapping to Mechanisms.
Chang, L. J., Gianaros, P. J., Manuck, S. B., Krishnan, A., & Wager, T. D. (2015). A Sensitive and Specific Neural Signature for Picture-Induced Negative Affect. PLoS Biol, 13(6), e1002180.
Yarkoni, T., Ashar, Y. K., & Wager, T. D. (2015). Interactions between donor Agreeableness and recipient characteristics in predicting charitable donation and positive social evaluation. PeerJ, 3, e1089.
Woo, C.-W. & Wager, T.D. (2015) The predictive mapping approach in neuroimaging. Advances in Computational Psychophysiology, Science. October 2015: 350 (6256), 114. [DOI:10.1126/science.350.6256.114-c]
Lindquist, M.A., Krishnan, A., Lopez-Sola, M., Jepma, M., Woo, C.W., Koban, L., Roy, M., Atlas, L.Y., Schmidt, L., Chang, L.J. and Losin, E.A.R., 2015. Group-regularized individual prediction: theory and application to pain. NeuroImage.
Jepma, M. & Wager, T.D. (2015) Conceptual Conditioning: Mechanisms Mediating Conditioning Effects on Pain. Psychological Science. DOI: 10.1177/0956797615597658
Jepma, M. & Wager, T.D. (2015) Supplementary files.
Lindquist, K. A., Satpute, A. B., Wager, T. D., Weber, J., & Barrett, L. F. (2015). The brain basis of positive and negative affect: evidence from a meta-analysis of the human neuroimaging literature. Cerebral Cortex, bhv001.
Spicer, et al, 2016. Prevention of Stress-Provoked Endothelial Injury by Values Affirmation: a Proof of Principle Study. Annals of behavioral medicine:
Wager TD, Kang J, Johnson TD, Nichols TE, Satpute AB, et al. (2015) A Bayesian Model of Category-Specific Emotional Brain Responses. PLoS Comput Biol 11(4): e1004066. doi: 10.1371/journal.pcbi.1004066
Using Neuroimaging to Understand Pain: Pattern Recognition and the Path from Brain Mapping to Mechanisms. Wager, T.D. (2015)
Satpute, A. B., Kang, J., Bickart, K. C., Yardley, H., Wager, T. D., & Barrett, L. F. (2015). Involvement of sensory regions in affective experience: A meta-analysis. Frontiers in psychology, 6.

Published in 2014

Article Title
Roy, M., Shohamy, D., Daw, N., Jepma, M., Wimmer, G. E., & Wager, T. D. (2014). Representation of aversive prediction errors in the human periaqueductal gray. Nature neuroscience, 17(11), 1607-1612.
Roy et al. (2014) Supplementary Materials.
Schmidt, L., Braun, E.K., Wager, T.D., & Shohamy, D. (2014). Mind matters: Placebo enhances reward learning in Parkinson's disease. Nature Neuroscience.
Woo, C.W., Koban, L., Kross, E., Lindquist, M.A., Banich, M.T., Ruzic, L., Andrews-Hanna, J.R., Wager, T.D. (2014). Separate Neural Representations for Physical Pain and Social Rejection. Nature Communications.
van Ast, V. A., Spicer, J., Smith, E.E., Schmer-Galunder, S., Liberzon, I., Abelson, J.L. & Wager, T.D. (2014). Brain mechanisms of social threat effects on working memory. Cerebral Cortex.
Lopez-Sola M., Pujol J., Wager T.D., Garcia-Fontanals A., Blanco-Hinojo L., Garcia-Blanco S., Poca-Dias V., Harrison B.J., Contreras-Rodriguez O., Monfort J., Garcia-Fructuoso F., Deus J. Altered fMRI responses to non-painful sensory stimulation in fibro
Lopez-Sola et al. (2014) Supplementary materials.
Woo, C.W., Krishnan, A., Wager, T. D. (2014). Cluster-extent based thresholding in fMRI analyses: Pitfalls and recommendations. Neuroimage.
Wager, T.D., Gianaros, P.J. (2014). The Social Brain, Stress, and Psychopathology. JAMA psychiatry.
Atlas, L.Y. & Wager, T.D. (2014). A Meta-analysis of Brain Mechanisms of Placebo Analgesia: Consistent Findings and Unanswered Questions. In: Bendetti et al. (eds.), Placebo, Handbook of Experimental Pharmacology 225. Springer-Verlag Berlin Heidelberg.
Jepma, M., Jones, M., & Wager, T.D. (2014). The dynamics of pain: Evidence for simultaneous site-specific habituation and site-nonspecific sensitization in thermal pain. The Journal of Pain.
Atlas, L. Y., Lindquist, M. A., Bolger, N., & Wager, T. D. (2014). Brain mediators of the effects of noxious heat on pain. PAIN, 155(8), 1632-1648.
Xue, W., Kang, J., Bowman, F. D., Wager, T. D., & Guo, J. (2014). Identifying functional co-activation patterns in neuroimaging studies via poisson graphical models. Biometrics, 70(4), 812-822.
Silvers, J. A., Wager, T. D., Weber, J., & Ochsner, K. N. (2014). The neural bases of uninstructed negative emotion modulation. Social cognitive and affective neuroscience, nsu016.
Sullivan, G.M., Schafer, S., Markowitz, J.C., Campeas, M., Wager, T.D., Milad, M.R., Neria, Y., Shvil, E. (2014). Sex Differences in Extinction Recall in Posttraumatic Stress Disorder: A Pilot fMRI Study. Neurobiology of Learning and Memory.
Silvers, J. A., Weber, J., Wager, T. D., & Ochsner, K. N. (2014). Bad and worse: Neural systems underlying reappraisal of high and low intensity negative emotions. Social cognitive and affective neuroscience, nsu043.
Insel, C., Reinen, J., Weber, J., Wager, T. D., Jarskog, L. F., Shohamy, D., & Smith, E. E. (2014). Antipsychotic dose modulates behavioral and neural responses to feedback during reinforcement learning in schizophrenia. Cognitive, Affective, & Behavioral
Reinen J, Smith EE , Insel C, Kribs R, Shohamy D, Wager TD, Jarskog LF. (2014) Patients with schizophrenia are impaired when learning in the context of pursuing rewards. Schizophrenia Research. 2014 Jan;152(1):309-10.
Kang, J., Nichols, T. E., Wager, T. D., & Johnson, T. D. (2014). A Bayesian hierarchical spatial point process model for multi-type neuroimaging meta-analysis. The annals of applied statistics, 8(3), 1800.
Schambra, H. M., Bikson, M., Wager, T. D., DosSantos, M. F., & DaSilva, A. F. (2014). It's all in your head: reinforcing the placebo response with tDCS. Brain stimulation, 7(4), 623.
Olsson A., Kross, E., Nordberg, S.S., Weinberg, A., Weber, J., Schmer-Galunder, S., Fossella, J., Wager, T.D., Bonanno, G.A., & Ochsner, K. (2014). Neural and genetic markers of vulnerability to posttraumatic stress symptoms among survivors of the World
Cremers, H. R., Veer, I. M., Spinhoven, P., Rombouts, S. A. R. B., Yarkoni, T., Wager, T. D., & Roelofs, K. (2015). Altered cortical-amygdala coupling in social anxiety disorder during the anticipation of giving a public speech. Psychological medicine, 45
Lindquist, M. A. & Wager, T. D. (2014) "Principles of functional Magnetic Resonance Imaging." Handbook of Neuroimaging Data Analysis. London: Chapman & Hall, CRC Press.
Van Snellenberg, J., Slifstein, M., Read, C., Weber, J., Thompson, J., Wager, T., Shohamy, D., Abi-Dargham, A., Smith, E. (2014) Dynamic Shifts in Brain Network Activation During Supracapacity Working Memory Task Performance. Human Brain Mapping.
Chang, L. J., Reddan, M., Ashar, Y. K., Eisenbarth, H., & Wager, T. D. (2015). The challenges of forecasting resilience. Behavioral and Brain Sciences, 38.

Published in 2013

Article Title
Wager, T. D., Fields, H. (2013). Placebo analgesia. In: Wall, P. D., Melzack, R. (Eds.), Textbook of Pain. 362-373
Jepma, M., & Wager, T.D. (2013). Multiple potential mechanisms for context effects on pain. Pain. 154(5):629-31
Wager, T.D. & Atlas, L.Y. (2013) How Is Pain Influenced by Cognition? Neuroimaging Weighs In. Perspectives on Psychological Science. vol. 8(1): 91-97
Buhle, J., Silvers, J.A., Wager, T.D., Lopez, R., Onyemekwu, C., Kober, H., Weber, J., Ochsner, K.N. (2013). Cognitive reappraisal of emotion: A meta-analysis of human neuroimaging studies. Cerebral Cortex.
Poldrack, R.A., Barch, D.M., Mitchell, J., Wager, T.D., Wagner, A.D., Devlin, J.T., Cumba, C., Koyejo, O., Milham, M. (2013) Towards open sharing of task-based fMRI data: The OpenfMRI project. Frontiers in Neuroinformatics. 2013; 7: 12.
Atlas, L.Y. & Wager, T.D. (2013) Expectations and Beliefs: Insights from Cognitive Neuroscience In: Ochsner, K.N. & Kosslyn, S.M. (Eds.), The Oxford Handbook of Cognitive Neuroscience Volume 2: The Cutting Edges. Oxford University Press.
Koban, L., Ruzic, L., & Wager, T. D. (2013). Brain Predictors of Individual Differences in Placebo Responding. In L. Colloca, M. A. Flaten & K. Meissner (Eds.), Placebo and Pain: Elsevier/Academic Press.
Plassmann, H. and Wager, T.D. (2013) How Expectancies Shape Consumption Experiences. In: Preston, Knuston, Kringelbach (Eds), Interdisciplinary Science of Consumption.
Atlas, L.Y., Wielgosz, J., Whittington, R., Wager, T.D. (2013) Specifying the non-specific factors underlying opioid analgesia: Expectancy, attention, and affect. Psychopharmacology. 1-11
Cribben, I., Wager, T.D., Lindquist, M.A. (2013) Detecting functional connectivity change points for single-subject fMRI data. Frontiers in Computational Neuroscience 7:143.
Cordes, D., Nandy, R.R., Schafer, S., Wager, T.D., (2013) Characterization and Reduction of Cardiac- and Respiratory- Induced Noise as a Function of the Sampling Rate (TR) in fMRI Corresponding. NeuroImage. 2013 Dec 16;89C:314-330.
Wager, T.D., Spicer, J., Insler, R., Smith, E.E., (2013) The neural bases of distracter-resistant working memory, Cognitive Affective Behavioral Neuroscience.
Satpute, A.B., Wager, T.D., Wald, L.L., Cohen-Adad, J., Bianciardi, M., Choi, J.K., Buhle, J.T., Barrett, L.F. (2013), Identification of discrete functional sub-regions of the human periaqueductal gray. Proceedings of the National Academy of Sciences, 110
Outhred, T., Hawkshead, B. E., Wager, T. D., Das, P., Malhi, G. S., & Kemp, A. H. (2013). Acute neural effects of selective serotonin reuptake inhibitors versus noradrenaline reuptake inhibitors on emotion processing: Implications for differential treatme
Wager, T.D., Atlas, L.T., Lindquist, M.A., Roy, M., Choong-Wan, W., Kross, E. (2013). An fMRI-Based Neurologic Signature of Physical Pain. The New England Journal of Medicine. 368:1388-1397
Wager, T.D. et al. (2013) Supplementary materials.

Published in 2012

Article Title
Lindquist, K. A., Wager, T. D., Kober, H., Mliss-Moreau, E., Barrett, L. F. (2012). The Brain Basis of Emotion: A meta-analytic review. Behavioral and Brain Sciences. 35(3): p. 121-143.
Thayer, J. F., Ahs, F., Fredrikson, M., Sollers, J. J. III, Wager, T. D. (2012). A meta-analysis of heart rate variability and neuroimaging studies: Implications for heart rate variability as a marker of stress and health. Neuroscience and Biobehavioral
Lindquist, M.A., Spicer, J., Asllani, I., and Wager, T.D., Estimating and testing variance components in a multi-level GLM. Neuroimage, 2012. 59(1): p. 490-501.
Buhle, J. T., Stevens, B. L., Friedman, J. J., Wager, T. D. (2012). Distraction and Placebo : Two Separate Routes to Pain Control. Psychological Science.
Lindquist, K. A., Wager, T. D., Bliss-Moreau, E., Kober, H., Barrett, L. F. (2012). What are emotions and how are they created in the brain? Behavioral and Brain Sciences. 35(3): p. 172-202. [Authors' response to comments]
Roy, M., Shohamy, D., Wager, T. D. (2012). Ventromedial prefrontal-subcortical systems and the generation of affective meaning. Trends in Cognitive Sciences. 16(3): p. 147-156.
Wager, T. D., Yarkoni, T. (2012). Establishing homology between monkey and human brains. Nature Methods.
Buhle, J.T., Kober, H., Ochsner K.N., Mende-Siedlecki, P., Weber, J., Hughes, B., Kross, E., Atlas, L.Y., McRae, K., Wager, T.D. (2012). Common representation of pain and negative emotion in the midbrain periaqueductal gray, Social Cognitive and Affectiv
Atlas, L. Y., Wager, T. D. (2012). How expectations shape pain. Neuroscience Letters. 520(2): p. 140-148.
Denny, B., Kober, H., Wager, T. D., Ochsner, K. N. (2012). A Meta-Analysis of Functional Neuroimaging Studies of Self and Other Judgments Reveals a Spatial Gradient for Mentalizing in Medial Prefrontal Cortex. Social Cognitive and Affective Neuroscience.
Cribben, I., Haraldsdottir, R., Atlas, L. Y., Wager, T. D., Lindquist, M. A. (2012). Dynamic connectivity regression: Determining state-related changes in brain connectivity. NeuroImage. 61(4): p. 907-920.
Atlas, L. Y., Whittington, R., Lindquist, M., Wielgosz, J., Sonty, N., Wager, T. D. (2012) Dissociable influences of opiates and expectations on pain. Journal of Neuroscience.
Johnston, N.E., Atlas, L.Y., and Wager, T.D., Opposing effects of expectancy and somatic focus on pain. PLoS One, 2012. 7(6): p. e38854.
Denny, B. T., Ochsner, K. N., Weber, J., & Wager, T. D. (2012). Anticipatory brain activity predicts the success or failure of subsequent emotion regulation. Social Cognitive and Affective Neuroscience.

Published in 2011

Article Title
Wager, T. D., Atlas, L. Y., Leotti, L. A., & Rilling, J. K. (2011). Predicting individual differences in placebo analgesia: Contributions of brain activity during anticipation and pain experience. The Journal of Neuroscience, 12 January 2011, 31(2): 43
Kross, E., Berman, M. G., Mischel, W., Smith, E. E., Wager, T. D. (2011). Social Rejection Shares Somatosensory Representations with Physical Pain. Proc Natl Acad Sci, 2011 Apr 12,108(15):6270-5
Miele, D. B., Wager, T. D., Mitchell, J. P., Metcalfe, J. (2011) Dissociating Neural Correlates of Action Monitoring and Metacognition of Agency. Journal of Cognitive Neuroscience.
Grinband, J., Savitskaya, J., Wager, T.D., Teichert, T., Ferrera, V.P., and Hirsch, J., The dorsal medial frontal cortex is sensitive to time on task, not response conflict or error likelihood. Neuroimage, 2011. 57(2): p. 303-11.
Kang, J., Johnson, T. D., Nichols, T. E., Wager, T. D. (2011). Meta Analysis of Functional Neuroimaging Data via Bayesian Spatial Point Processes. JASA. 106(493): 124-134. PMCID: PMC3119536.
Wager, T. D., Lindquist, M. A. (2011). Essentials of Functional Magnetic Resonance Imaging. In: Decety, J., Cacioppo, J. T. (Eds.), Handbook of Social Neuroscience. Oxford University Press.
Yarkoni, T., Poldrack, R. A., Nichols, T. E., Van Essen, D. C., & Wager, T. D. (2011). Large-scale automated synthesis of human functional neuroimaging data. Nature Methods. 8: 665-670.
Kross, E., Berman, M. G., Mischel, W., Smith, E. E., Wager, T. D. (2011). Reply to Iannetti and Mouraux: What functional MRI responses to physical pain tell us about why social rejection "hurts". Proc Natl Acad Sci. Published ahead of print 2011 June 2
Grinband, J., Savitskaya, J., Wager, T.D., Teichert, T., Ferrera, V.P., and Hirsch, J., Conflict, error likelihood, and RT: Response to Brown & Yeung et al. Neuroimage, 2011. 57(2): p. 320-2.
Meissner, K., Bingel, U., Colloca, L., Wager, T., Watson, A., Flaten, M. (2011) The placebo effect: Advances from different methodological approaches. J. Neuroscience
Link, B. V., Kos, B., Wager, T. D., & Mozer, M. (2011). Past experience influences judgment of pain: Prediction of sequential dependencies. In Expanding the space of cognitive science: Proceedings of the 33rd Annual Meeting of the Cognitive Science Societ

Published in 2010

Article Title
Colloca, L., Petrovic, P., Wager. T. D., Ingvar, M., & Benedetti, F. (2010). How the number of learning trials affects placebo and nocebo responses. Pain.
Buhle, J., & Wager, T. D.. (2010). Does meditation training lead to enduring changes in the anticipation and experience of pain?. Pain, 150, 382-3.
Wager, T. D., Roy, M. (2010). Separate mechanisms for placebo and opiate analgesia?. Pain, 150, 8-9.
Buhle, J., Wager, T. D.. (2010). Performance-dependent inhibition of pain by an executive working memory task. Pain, 149, 19-26.
Atlas, L. Y., Bolger, N., Lindquist, M.A., Wager, T. D.. (2010). Brain Mediators of Predictive Cue Effects on Perceived Pain. The Journal of Neuroscience, 30, 12964-12977.
Leotti, L. A., Wager, T. D. (2010). Motivational influences on response inhibition measures. Journal of Experimental Psychology: Human Perception and Performance, 36(2): 430-47.
Rutherford, B. R., Wager, T. D., & Roose, S. P. (2010). Expectancy and the Treatment of Depression: A Review of Experimental Methodology and Effects on Patient Outcome. Current Psychiatry Reviews, 6(1), 1-10.
Yarkoni, T., Poldrack, R. A., Van Essen, D. C., & Wager, T. D. (2010). Cognitive neuroscience 2.0: building a cumulative science of human brain function. Trends Cogn Sci, 14(11), 489-496.
Buhle, J., Wager, T. D., & Smith, E. E. (2010). Using the Stroop Task to study emotion regulation. In: Hassin, R. R., Oschner, K. N., Trope, T. (Eds.), Self Control in Society, Mind, and Brain.
Kober, H., & Wager, T. D. (2010). Meta-analyses of neuroimaging data. Wiley Interdisciplinary Reviews: Cognitive Science.
Etkin, A., & Wager, T. D. (2010). Brain systems underlying anxiety disorders: a view from neuroimaging. In: Simpson, H. B., Schneier, F., Neria, Y., Lewis-Fernandez, R. (Eds.), Anxiety Disorders: Theory, Research and Clinical Perspectives (Cambridge Medic
Robinson, L.F., Wager, T.D., and Lindquist, M.A., Change point estimation in multi-subject fMRI studies. Neuroimage, 2010. 49(2): p. 1581-92.

Published in 2009

Article Title
Lane, R. D., Wager, T. D.. (2009). The new field of Brain-Body Medicine: what have we learned and where are we headed?. Neuroimage, 47, 1135-40.
Lane, R. D., Wager, T. D.. (2009). Introduction to a special issue of Neuroimage on brain-body medicine. Neuroimage, 47, 1-4.
Wager, T. D., Waugh, C. E., Lindquist, M., Noll, D. C., Fredrickson, B. L., Taylor, S. F.. (2009). Brain mediators of cardiovascular responses to social threat: part I: Reciprocal dorsal and ventral sub-regions of the medial prefrontal cortex and heart-ra
Wager, T. D., van Ast, V. A., Hughes B. L., Davidson, M. L., Lindquist, M. A., Ochsner, K. N.. (2009). Brain mediators of cardiovascular responses to social threat, part II: Prefrontal-subcortical pathways and relationship with anxiety. Neuroimage, 47, 83
Lane, R. D., et al, (2009). The rebirth of neuroscience in psychosomatic medicine, Part II
Salimi-Khorshidi, G., Smith, S. M., Keltner, J. R., Wager, T. D., Nicholos, T. E.. (2009). Meta-analysis of neuroimaging data: a comparison of image-based and coordinate-based pooling of studies. Neuroimage, 45, 810-23.
Lindquist, M. A., Meh Loh, J., Atlas, L. Y., Wager T. D.. (2009). Modeling the hemodynamic response function in fMRI: efficiency, bias and mis-modeling. Neuroimage, 45, 187-98.
Wager, T. D., Lindquist, M. A., Nichols, H., Kober, H., Van Snellenberg, J. X.. (2009). Evaluating the consistency and specificity of neuroimaging data using meta-analysis. Neuroimage, 45, 210-21.
Lieberman, M. D., Berkman, E. T., & Wager, T. D. (2009). Correlations in Social Neuroscience Aren't Voodoo: Commentary on Vul et al. (2009). Perspectives on Psychological Science, 4, 299-307.
Atlas, L.Y., Wager. T. D. (2009). Placebo effects. In: Encyclopedia of consciousness
Wager. T. D., Lindquist, M., and Hernandez, L. (2009). Essentials of functional neuroimaging. In: Handbook of Neuroscience for the Behavioral Sciences.
Van Snellenberg, J.X. & Wager, T.D. (2009). Cognitive and Motivational Functions of the Human Prefrontal Cortex. In: E. Goldberg and D. Bougakov, (Eds.), Luria's Legacy in the 21st Century.
Atlas, L.Y., Wager. T. D., Dahl, K., and Smith, E. E. (2009). Placebo effects. In: Handbook of Neuroscience for the Behavioral Sciences
Atlas, L.Y., Wager. T. D. (2009). The neural bases of placebo effects. In: Imagination and Medicine

Published in 2008

Article Title
Waugh, C. E., Wager, T. D., Fredrickson, B. L., Noll, D. C., Taylor, S. F.. (2008). The neural correlates of trait resilience when anticipating and recovering from threat. Soc Cogn Affect Neurosci, 3, 322-32.
Wager, T. D., Davidson, M. L., Hughes, B. L., Lindquist, M. A., Ochsner, K. N.. (2008). Prefrontal-subcortical pathways mediating successful emotion regulation. Neuron, 59, 1037-50.
Grinband, J., Wager, T. D., Lindquist, M., Ferrera, V. P., Hirsch, J.. (2008). Detection of time-varying signals in event-related fMRI designs. Neuroimage, 43, 509-20.
Kober, H., Barrett, L. F., Joseph, J., Bliss-Moreau, E., Londquist, K., Wager T. D.. (2008). Functional grouping and cortical-subcortical interactions in emotion: a meta-analysis of neuroimaging studies. Neuroimage, 42, 998-1031.
Lindquist, M. A., Wager, T. D.. (2008). Spatial smoothing in fMRI using prolate spheroidal wave functions. Hum Brain Mapp, 29, 1276-87.
Purkayastha, S., Wager, T. D., Nichols, T. E. (2008). Inferring individual differences in fMRI: Finding brain regions with significant within subject correlation. Statistica Sinica. PROOF
Loh, J. M., Lindquist, M. A., Wager, T. D. (2008). Residual Analysis for Detecting Mis-modeling in fMRI. Statistica Sinica, 18, 1421-1448.
Lindquist, M. and Wager, T. D., (2008). Application of change-point theory to modeling state-related activity in fMRI. In Applied Data Analytic Techniques for "Turning Points Research".
Wager, T. D., Barrett, L. F., Bliss-Moreau, E., Lindquist, K., Duncan, S., Kober, H., et al. (2008). The Neuroimaging of Emotion. In M. Lewis (Ed.), Handbook of Emotion.

Published in 2007

Article Title
Wager, T. D., Lindquist, M., Kaplan, L.. (2007). Meta-analysis of functional neuroimaging data: current and future directions. Soc Cogn Affect Neurosci, 2, 150-8.
Zaki, J., Ochsner, K. N., Hanelin, J., Wager, T. D., Mackey, S. C.. (2007). Different circuits for different pain: patterns of functional connectivity reveal distinct networks for processing pain in self and others. Soc Neurosci, 2, 276-91.
Etkin, A., Wager, T. D.. (2007). Functional neuroimaging of anxiety: a meta-analysis of emotional processing in PTSD, social anxiety disorder, and specific phobia. Am J Psychiatry, 164, 1476-88.
Stern, E. R., Wager, T. D., Egner, T., Hirsch, J., Mangels, J. A.. (2007). Preparatory neural activity predicts performance on a conflict task. Brain REs, 1176, 92-102.
Nee, D. E., Wager, T. D., Jonides, J.. (2007). Interference resolution: insights from a meta-analysis of neuroimaging tasks. Cogn Affect Behav Neurosci, 1, 1-17.
Lindquist, M. A., Waugh, C., Wager, T. D.. (2007). Modeling state-related fMRI activity using change-point theory. Neuroimage, 35, 1125-41.
Lindquist, M. A., Wager, T. D.. (2007). Validity and power in hemodynamic response modeling: a comparison study and a new approach. Hum Brain Mapp, 8, 764-84.
Wager, T. D., Scott, D. J., Zubieta, J. K. (2007). Placebo effects on human mu-opioid activity during pain. Proceedings of the National Academy of Sciences, 104, 11056-11061
Wager, T. D., Hernandez, L., Jonides, J., & Lindquist, M. (2007). Elements of functional neuroimaging. In J. T. Cacioppo, L. G. Tassinary & G. G. Berntson (Eds.), Handbook of Psychophysiology (4th ed., pp. 19-55). Cambridge: Cambridge University Press.

Published in 2006

Article Title
Wager, T. D., Jonides, J., Smith, E. E.. (2006). Individual differences in multiple types of shifting attention. Mem Cognit, 8, 1730-43.
Wager, T. D., Matre, D., Casey, K. L.. (2006). Placebo effects in laser-evoked pain potentials. Brain Behav Immun, 3, 219-30.
Feldmann-Barrett, L., Wager, T. D. (2006). The Structure of Emotion: Evidence from neuromaging studeis. Current Directions in Psychological Science, 15(2), 79-83.
Summerfield, C., Greene, M., Wager, T. D., Egner, T., Hirsch, J., Mangels, J. (2006). Neocortical connectivity during episodic memory formation. Public Library of Science, 4(5):c128
Wager, T.D. (2006). Do We Need to Study the Brain to Understand the Mind? APS Observer, 19(9), 25-27.

Published in 2005

Article Title
Wager, T. D. (2005). The neural bases of placebo effects. Current Directions in Psychological Science, 14(4), 175-179.
Benedetti, F., Mayberg, H. S., Wager, T. D., Stohler, C. S., Zubieta, J. K.. (2005). Neurobiological mechanisms of the placebo effect. J Neurosci, 45, 10390-402.
Wager, T. D., Jonides, J., Smith, E. E., Nichols, T. E.. (2005). Toward a taxonomy of attention shifting: individual differences in fMRI during multiple shift types. Cogn Affext Behav Neurosci, 2, 127-43.
Wager, T. D., Sylvester, C. Y., Lacey S. C., Nee, D. E., Franklin, M., Jonides, J.. (2005). Common and unique components of response inhibition revealed by fMRI. Neuroimage, 27, 323-40.
Wager, T. D., Keller, M. C., Lacey, S. C., Jonides, J.. (2005). Increased sensitivity in neuroimaging analyses using robust regression. Neuroimage, 26, 99-113.
Wager, T. D., Vazquez, A., Hernandez, l., Noll, D. C.. (2005). Accounting for nonlinear BOLD effects in fMRI: parameter estimates and a model for prediction in rapid event-related studies. Neuroimage, 25, 206-18.
Wager, T. D., Ochsner, K. N.. (2005). Sex differences in the emotional brain. Neuroreport, 16, 85-7.
Keller, M. C., Fredrickson, B. L., Ybarra, O., Cote, S., Johnson, K., Mikels, J., Wager, T. D. (2005). A warm heart and a clear head: the effects of weather on human mood and cognition. Journal of Personality and Social Psychology
Nichols, T., Brett, M., Anderson, J., Wager, T. D., Poline, J. B. (2005). Valid conjuction inference with the minimum statistic. Neuroimage, 25(3), 653-660.
Wager, T. D. (2005). The neural bases of placebo effects in anticipation and pain. Seminars in Pain Medicine, 3(1), 22-30
Wager, T. D. (2005). Expectations and anxiety as mediators of placebo effects in pain. Pain, 115(3), 225-226.
Wager, T. D. & Nitschke, J. (2005). Placebo effects in the brain: Linking mental and physiological processes. Brain, Behavior, and Immunity, 19, 281-282.

Published in 2004

Article Title
Wager, T. D., Jonides, J., Reading, S.. (2004). Neuroimaging studies of shifting attention: a meta-analysis. Neuroimage, 4, 1679-93.
Phan, K. L., Wager, T. D., Taylor, S. F., Liberzon I.. (2004). Functional neuroimaging studies of human emotions. CNS Spectr, 4, 258-66.
Taylor, S. F., Welsh, R. C., Wager, T. D., Phan, K. L., Fitzgerald, K. D., Gehring, W. J.. (2004). A functional neuroimaging study of motivation and executive function. Neuroimage, 3, 1045-54.
Wager, T. D., Rilling, J. K., Smith, E. E., Sokolik, A., Casey, K. L., Davidson, R. J., Kosslyn S. M., Rose, R. M., Cohen, J. D.. (2004). Placebo-induced changes in FMRI in the anticipation and experience of pain. Science, 303, 1162-7.
Wager, T.D. and Barrett, L.F. (2004). From affect to control: Functional specialization of the insula in motivation and regulation.
Wager, T. (2004). Painful deception - Response. Science, 304, 1110-1111.

Published in 2003

Article Title
Wager, T. D., Smith, E. E.. (2003). Neuroimaging studies of working memory: a meta-analysis. Cogn Affect Behav Neurosci, 4, 255-74.
Wager, T. D., Phan, K. L., Liberzon, I., Taylor, S. F.. (2003). Valence, gender, and lateralization of functional brain anatomy in emotion: a meta-analysis of findings from neuroimaging. Neuroimage, 19, 513-31.
Wager, T. D., Nichols, T. E.. (2003). Optimization of experimental design in fMRI: a general framework using a genetic algorithm. Neuroimage, 18, 293-309.
Slyvester, C. Y., Wager, T. D., Lacey, S. C., Hernandez, L., Nochols, T. E., Smith E. E., Jonides, J.. (2003). Switching attention and resolving interference: fMRI measures of executive functions. Neuropsychologia, 41, 357-70.
Jonides, J., Sylvester, C.-Y. C., Lacey, S .C., Wager, T. D., Nichols, T.E. and Awh, E. (2003). Modules of Working Memory. In R. H. Kluwe, G. Luer, and F. Rosler (Eds.). Principles of Working Memory. Boston: Birkhaeuser Publishing Ltd.

Published in 2002

Article Title
Phan, K. L., Wager, T. D., Taylor, S. F., Liberzon, I.. (2002). Functional Neuroanatomy of Emotion: A Meta-Anlaysis of Emotion Activation Studies in PET and fMRI. NeuroImage 16:331-348
Hernandez, L., Wager, T.D., & Jonides, J. (2002). Introduction to Functional Brain Imaging. In John Wixted and Hal Pashler (Eds.), Stevens Handbook of Experimental Psychology, Third Edition, Volume 4: Methodology in Experimental Psychology. New York: John
Jonides, J., Wager, T.D., & Badre, D.T. (2002). Neuroimaging Studies of Memory. In Encyclopedia of the Human Brain. San Diego: Academic Press.

Published in 2001

Article Title
Wager, T. D. (2001). Life after gifted education: A reflection on what 'giftedness' means.

Published in 2000

Article Title
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., Wager, T. D.. (2000). The unity and diversity of executive functions and their contributions to complex "Frontal Lobe" tasks: a latent variable analysis. Cogn Psychol, 41, 49-100.


Article Title
Principles of fMRI. Wager, T. D. & Lindquist, M. A.
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