Dynamical Properties of BOLD Activity from the Ventral Posteromedial Cortex Associated with Meditation and Attentional Skills
Open accessAbstract
Neuroimaging data suggest a link between the spontaneous production of thoughts during wakeful rest and slow fluctuations of activity in the default mode network (DMN), a set of brain regions with high basal metabolism and a major neural hub in the ventral posteromedial cortex (vPMC). Meta-awareness and regulation of mind-wandering are core cognitive components of most contemplative practices and to study their impact on DMN activity, we collected functional MRI (fMRI) data from a cohort of experienced Zen meditators and meditation-naive controls engaging in a basic attention-to-breathing protocol. We observed a significant group difference in the skewness of the fMRI BOLD signal from the vPMC, suggesting that the relative incidence of states of elevated vPMC activity was lower in meditators; furthermore, the same parameter was significantly correlated with performance on a rapid visual information processing (RVIP) test for sustained attention conducted outside the scanner. Finally, a functional connectivity analysis with the vPMC seed revealed a significant association of RVIP performance with the degree of temporal correlation between vPMC and the right temporoparietal junction (TPJ), a region strongly implicated in stimulus-triggered reorienting of attention. Together, these findings suggest that the vPMC BOLD signal skewness and the temporal relationship of vPMC and TPJ activities reflect the dynamic tension between mind-wandering, meta-awareness, and directed attention, and may represent a useful endophenotype for studying individual differences in attentional abilities and the impairment of the latter in specific clinical conditions.
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Long-term meditators display reduced default mode network activity even during resting states, suggesting a lasting effect of meditation on self-referential thought and DMN connectivity.
“Moreover, long-term meditators display reduced DMN activity even during resting states, suggesting a lasting effect of meditation on self-referential thought and DMN connectivity [51].”
From Mindfulness meditation and psychedelics: potential synergies and commonalities (2023) · cites this paper as [51]
The Abstract and Discussion (page numbers unavailable) report that experienced Zen meditators had a lower relative incidence of elevated activity in one DMN region, the vPMC, during an attention-to-breathing task—not during unconstrained rest. The Results section on vPMC-seeded functional connectivity found no significant group differences, so the paper does not establish a lasting change in DMN connectivity. (LLM, conf=0.90)
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Cites
Control of goal-directed and stimulus-driven attention in the brain
Corbetta, M., & Shulman, G. L. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn755 · Cited by 12,881 · see citing works
A default mode of brain function
Raichle, M. E., MacLeod, A. M., Snyder, A. Z., Powers, W. J., Gusnard, D. A., & Shulman, G. L. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.98.2.676 · Cited by 12,190 · see citing works
AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
Cox, R. W. (1996) · Computers and Biomedical Research · doi:10.1006/cbmr.1996.0014 · Cited by 10,913 · see citing works
(1966) · Medical Entomology and Zoology · Cited by 10,293 · see citing works
Ashburner, J., & Friston, K. J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.02.018 · Cited by 7,507 · see citing works
Dissociable intrinsic connectivity networks for salience processing and executive control
Seeley, W. W., Menon, V., Schatzberg, A. F., Keller, J., Glover, G. H., Kenna, H., Reiss, A. L., & Greicius, M. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.5587-06.2007 · Cited by 7,426 · see citing works
Functional connectivity in the resting brain: a network analysis of the default mode hypothesis
Greicius, M. D., Krasnow, B., Reiss, A. L., & Menon, V. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0135058100 · Cited by 6,358 · see citing works
Mapping the structural core of human cerebral cortex
Hagmann, P., Cammoun, L., Gigandet, X., Meuli, R., Honey, C. J., Wedeen, V. J., & Sporns, O. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060159 · Cited by 4,173 · see citing works
The reorienting system of the human brain: from environment to theory of mind
Corbetta, M., Patel, G., & Shulman, G. L. (2008) · Neuron · doi:10.1016/j.neuron.2008.04.017 · Cited by 3,889 · see citing works
Forman, S. D., Cohen, J. D., Fitzgerald, M., Eddy, W. F., Mintun, M. A., & Noll, D. C. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910330508 · Cited by 3,202 · see citing works
Buckner, R. L., Sepulcre, J., Talukdar, T., Krienen, F. M., Liu, H., Hedden, T., Andrews-Hanna, J. R., Sperling, R. A., & Johnson, K. A. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.5062-08.2009 · Cited by 2,862 · see citing works
Wandering minds: the default network and stimulus-independent thought
Mason, M. F., Norton, M. I., Van Horn, J. D., Wegner, D. M., Grafton, S. T., & Macrae, C. N. (2007) · Science · doi:10.1126/science.1131295 · Cited by 2,792 · see citing works
Buckner, R. L., & Carroll, D. C. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.11.004 · Cited by 2,691 · see citing works
Attention regulation and monitoring in meditation
Lutz, A., Slagter, H. A., Dunne, J. D., & Davidson, R. J. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.01.005 · Cited by 2,659 · see citing works
Murphy, K., Birn, R. M., Handwerker, D. A., Jones, T. B., & Bandettini, P. A. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2008.09.036 · Cited by 2,387 · see citing works
Resting-State Functional Connectivity Reflects Structural Connectivity in the Default Mode Network
Greicius, M. D., Supekar, K., Menon, V., & Dougherty, R. F. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhn059 · Cited by 2,175 · see citing works
Buckner, R. L., Snyder, A. Z., Shannon, B. J., LaRossa, G., Sachs, R., Fotenos, A. F., Sheline, Y. I., Klunk, W. E., Mathis, C. A., Morris, J. C., et al. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.2177-05.2005 · Cited by 2,140 · see citing works
Common blood flow changes across visual tasks: II. Decreases in cerebral cortex
Shulman, G. L., Fiez, J. A., Corbetta, M., Buckner, R. L., Miezin, F. M., Raichle, M. E., & Petersen, S. E. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.5.648 · Cited by 1,890 · see citing works
Network modelling methods for FMRI
Smith, S. M., Miller, K. L., Salimi-Khorshidi, G., Webster, M., Beckmann, C. F., Nichols, T. E., Ramsey, J. D., & Woolrich, M. W. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.08.063 · Cited by 1,878 · see citing works
The global signal and observed anticorrelated resting state brain networks
Fox, M. D., Zhang, D., Snyder, A. Z., & Raichle, M. E. (2009) · Journal of Neurophysiology · doi:10.1152/jn.90777.2008 · Cited by 1,877 · see citing works
Christoff, K., Gordon, A. M., Smallwood, J., Smith, R., & Schooler, J. W. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900234106 · Cited by 1,769 · see citing works
Parietal lobe contributions to episodic memory retrieval
Wagner, A. D., Shannon, B. J., Kahn, I., & Buckner, R. L. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.07.001 · Cited by 1,571 · see citing works
The neural bases of momentary lapses in attention
Weissman, D. H., Roberts, K. C., Visscher, K. M., & Woldorff, M. G. (2006) · Nature Neuroscience · doi:10.1038/nn1727 · Cited by 1,566 · see citing works
Birn, R. M., Diamond, J. B., Smith, M. A., & Bandettini, P. A. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.048 · Cited by 1,342 · see citing works
Competition between functional brain networks mediates behavioral variability
Kelly, A. M. C., Uddin, L. Q., Biswal, B. B., Castellanos, F. X., & Milham, M. P. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2007.08.008 · Cited by 1,287 · see citing works
Deconstructing episodic memory with construction
Hassabis, D., & Maguire, E. A. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.05.001 · Cited by 1,229 · see citing works
Fransson, P., & Marrelec, G. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.05.059 · Cited by 1,213 · cited 4× · see citing works
“Moreover, the posteromedial cortex was recently identified as a main cortical hub in terms of its structural and functional connectivity (Fransson and Marrelec, 2008; Hagmann et al., 2008), making it a strong candidate for modulating the interaction of large-scale neural systems such as the DMN and…”
BackgroundInfluentialConceptual Processing during the Conscious Resting State: A Functional MRI Study
Binder, J. R., Frost, J. A., Hammeke, T. A., Bellgowan, P. S. F., Rao, S. M., & Cox, R. W. (1999) · Journal of Cognitive Neuroscience · doi:10.1162/089892999563265 · Cited by 1,066 · see citing works
Comparing measures of sample skewness and kurtosis
JOANES, D. N., & Gill, C. A. (1998) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.1111/1467-9884.00122 · Cited by 1,019 · see citing works
Precuneus shares intrinsic functional architecture in humans and monkeys
Margulies, D. S., Vincent, J. L., Kelly, C., Lohmann, G., Uddin, L. Q., Biswal, B. B., Villringer, A., Castellanos, F. X., Milham, M. P., & Petrides, M. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0905314106 · Cited by 965 · cited 2× · see citing works
“…cortices (Vogt and Pandya, 1987; Kobayashi and Amaral, 2003; Vincent et al., 2006; Vogt et al., 2006; Kahn et al., 2008; Greicius et al., 2009; Margulies et al., 2009; Leech et al., 2011) and is activated by both visuospatial navigation (Maguire, 2001; Vogt et al., 2004) and episodic memory…”
BackgroundCoherent spontaneous activity identifies a hippocampal-parietal memory network
Vincent, J. L., Snyder, A. Z., Fox, M. D., Shannon, B. J., Andrews, J. R., Raichle, M. E., & Buckner, R. L. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00048.2006 · Cited by 959 · cited 4× · see citing works
“…2007; Christoff et al., 2009), processes characterized by important verbal and semantic (Binder et al., 2008; Wirth et al., 2011), mnestic (Christoff et al., 2004; Vincent et al., 2006), scene construction (Hassabis and Maguire, 2007), and mental-simulation components (Buckner and Carroll, 2007).”
BackgroundInfluentialNeural basis of global resting-state fMRI activity
Schölvinck, M. L., Maier, A., Ye, F. Q., Duyn, J. H., & Leopold, D. A. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0913110107 · Cited by 939 · see citing works
Sonuga-Barke, E. J. S., & Castellanos, F. X. (2007) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.02.005 · Cited by 890 · see citing works
Buzsáki, G. (2005) · Hippocampus · doi:10.1002/hipo.20113 · Cited by 872 · see citing works
Cingulate cortex of the rhesus monkey: II. Cortical afferents
Vogt, B. A., & Pandya, D. N. (1987) · Journal of Comparative Neurology · doi:10.1002/cne.902620208 · Cited by 854 · see citing works
Castellanos, F. X., Margulies, D. S., Kelly, C., Uddin, L. Q., Ghaffari, M., Kirsch, A., Shaw, D., Shehzad, Z., Di Martino, A., Biswal, B., et al. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.06.025 · Cited by 854 · see citing works
Brain connectivity related to working memory performance
Hampson, M., Driesen, N. R., Skudlarski, P., Gore, J. C., & Constable, R. T. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.3408-06.2006 · Cited by 853 · see citing works
Weissenbacher, A., Kasess, C., Gerstl, F., Lanzenberger, R., Moser, E., & Windischberger, C. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.005 · Cited by 776 · see citing works
Leech, R., Kamourieh, S., Beckmann, C. F., & Sharp, D. J. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.5626-10.2011 · Cited by 759 · see citing works
Computerized assessment in neuropsychiatry using CANTAB: discussion paper.
Sahakian, B. J., & Owen, A. M. (1992) · Europe PMC (PubMed Central) · Cited by 664 · see citing works
Birn, R. M., Smith, M. A., Jones, T. B., & Bandettini, P. A. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2007.11.059 · Cited by 645 · see citing works
Remembering the past: two facets of episodic memory explored with positron emission tomography
(1995) · American Journal of Psychiatry · doi:10.1176/ajp.152.11.1576 · Cited by 593 · see citing works
The retrosplenial contribution to human navigation: a review of lesion and neuroimaging findings
Maguire, E. (2001) · Scandinavian Journal of Psychology · doi:10.1111/1467-9450.00233 · Cited by 584 · see citing works
Baseline brain activity fluctuations predict somatosensory perception in humans
Boly, M., Balteau, E., Schnakers, C., Degueldre, C., Moonen, G., Luxen, A., Phillips, C., Peigneux, P., Maquet, P., & Laureys, S. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0611404104 · Cited by 529 · see citing works
Mapping sources of correlation in resting state FMRI, with artifact detection and removal
Jo, H. J., Saad, Z. S., Simmons, W. K., Milbury, L. A., & Cox, R. W. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.04.246 · Cited by 509 · see citing works
Kahn, I., Andrews‐Hanna, J. R., Vincent, J. L., Snyder, A. Z., & Buckner, R. L. (2008) · Journal of Neurophysiology · doi:10.1152/jn.00077.2008 · Cited by 490 · see citing works
Partial correlation for functional brain interactivity investigation in functional MRI
Marrelec, G., Krainik, A., Duffau, H., Pélégrini-Issac, M., Lehéricy, S., Doyon, J., & Benali, H. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.12.057 · Cited by 488 · see citing works
Macaque monkey retrosplenial cortex: III. Cortical efferents
Kobayashi, Y., & Amaral, D. G. (2007) · The Journal of Comparative Neurology · doi:10.1002/cne.21346 · Cited by 487 · see citing works
Chang, C. E., & Glover, G. H. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.012 · Cited by 486 · see citing works
Cytology and functionally correlated circuits of human posterior cingulate areas
Vogt, B. A., Vogt, L., & Laureys, S. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.07.048 · Cited by 484 · see citing works
Default Mode Network Connectivity Predicts Sustained Attention Deficits after Traumatic Brain Injury
Bonnelle, V., Leech, R., Kinnunen, K. M., Ham, T., Beckmann, C. F., Boissezon, X. D., Greenwood, R., & Sharp, D. J. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.1163-11.2011 · Cited by 463 · see citing works
Two Distinct Neuronal Networks Mediate the Awareness of Environment and of Self
Vanhaudenhuyse, A., Athena Demertzi, A., Schabus, M., Noirhomme, Q., Brédart, S., Boly, M., Phillips, C. L. M., Soddu, A., Luxen, A., Moonen, G., et al. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21488 · Cited by 450 · see citing works
Interrupting the “stream of consciousness”: An fMRI investigation
McKiernan, K. A., D'Angelo, B. R., Kaufman, J. N., & Binder, J. R. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.09.030 · Cited by 443 · see citing works
Tian, L., Jiang, T., Wang, Y., Zang, Y., He, Y., Liang, M., Sui, M., Cao, Q., Hu, S., Peng, M., et al. (2006) · Neuroscience Letters · doi:10.1016/j.neulet.2006.02.022 · Cited by 392 · see citing works
Macaque monkey retrosplenial cortex: II. Cortical afferents
Kobayashi, Y., & Amaral, D. G. (2003) · The Journal of Comparative Neurology · doi:10.1002/cne.10883 · Cited by 378 · see citing works
McVay, J. C., Kane, M. J., & Kwapil, T. R. (2009) · Psychonomic Bulletin & Review · doi:10.3758/pbr.16.5.857 · Cited by 328 · see citing works
Anticevic, A., Repovš, G., Shulman, G. L., & Barch, D. M. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.11.008 · Cited by 271 · see citing works
Small, D., & White, T. (1998) · doi:10.1145/281388.281499 · Cited by 262 · see citing works
Todd, J. J., Fougnie, D. L., & Marois, R. (2005) · Psychological Science · doi:10.1111/j.1467-9280.2005.01645.x · Cited by 253 · see citing works
Effects of Smoking on Rapid Information Processing Performance
Wesnes, K. A., & Warburton, D. M. (2008) · Neuropsychobiology · doi:10.1159/000117969 · Cited by 230 · see citing works
Common and Unique Neural Activations in Autobiographical, Episodic, and Semantic Retrieval
Burianová, H., & Grady, C. L. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.9.1520 · Cited by 218 · see citing works
Di Martino, A., Shehzad, Z., Kelly, C., Roy, A. K., Gee, D. G., Uddin, L. Q., Gotimer, K., Klein, D. F., Castellanos, F. X., & Milham, M. P. (2009) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2009.08121894 · Cited by 213 · see citing works
Neural Basis of Spontaneous thought Processes
Kalina Christoff, A., Ream, J. M., & Gabrieli, J. D. E. (2004) · Cortex · doi:10.1016/s0010-9452(08)70158-8 · Cited by 203 · see citing works
A comparison of five fMRI protocols for mapping speech comprehension systems
Binder, J. R., Swanson, S. J., Hammeke, T. A., & Sabsevitz, D. S. (2008) · Epilepsia · doi:10.1111/j.1528-1167.2008.01683.x · Cited by 198 · see citing works
“Thinking about Not-Thinking”: Neural Correlates of Conceptual Processing during Zen Meditation
Pagnoni, G., Cekic, M. M., & Guo, Y. (2008) · PLoS ONE · doi:10.1371/journal.pone.0003083 · Cited by 186 · see citing works
Self-citationEndogenous Human Brain Dynamics Recover Slowly Following Cognitive Effort
Barnes, A., Bullmore, E. T., & John Suckling, A. (2009) · PLoS ONE · doi:10.1371/journal.pone.0006626 · Cited by 168 · see citing works
Huijbers, W., Pennartz, C. M. A., Cabeza, R. E. L., & Daselaar, S. M. (2011) · PLoS ONE · doi:10.1371/journal.pone.0017463 · Cited by 153 · see citing works
Wirth, M., Jann, K., Dierks, T., Federspiel, A., Wiest, R., & Horn, H. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.10.039 · Cited by 141 · see citing works
Vogt, B. A., Vogt, L. J., & Hof, P. R. (2004) · Elsevier eBooks · doi:10.1016/b978-012547626-3/50025-9 · Cited by 54 · see citing works
Your Resting Brain CAREs about Your Risky Behavior
Cox, C. L., Gotimer, K., Roy, A. K., Castellanos, F. X., Milham, M. P., & Kelly, C. A. M. (2010) · PLoS ONE · doi:10.1371/journal.pone.0012296 · Cited by 52 · see citing works
Endogenous human brain dynamics recover slowly following cognitive effortPreprint
Suckling, J., Barnes, A., & Bullmore, E. T. (2008) · Nature Precedings · doi:10.1038/npre.2008.2665.1 · Cited by 50 · see citing works
Krüger, S., & Kreft, B. (2001) · Nephron Experimental Nephrology · doi:10.1159/000052615 · Cited by 24 · see citing works
Flagged first, then by citations
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Sorted by citations
The Neuroscience of Mindfulness Meditation
Tang, Y.-Y., Hölzel, B. K., & Posner, M. I. (2015) · Nature reviews. Neuroscience · doi:10.1038/nrn3916 · Cited by 2,889 · see citing works
The Unengaged Mind: Defining Boredom in Terms of Attention
Eastwood, J. D., Frischen, A., Fenske, M. J., & Smilek, D. (2012) · Perspectives on Psychological Science · doi:10.1177/1745691612456044 · Cited by 909 · see citing works
Contemplating Mindfulness at Work: An Integrative Review
Good, D. J., Lyddy, C. J., Glomb, T. M., Bono, J. E., Brown, K. W., Duffy, M. K., Baer, R. A., Brewer, J. A., & Lazar, S. W. (2016) · Journal of Management · doi:10.1177/0149206315617003 · Cited by 1,043 · see citing works
Lutz, A., Jha, A. P., Dunne, J. D., & Saron, C. D. (2015) · American Psychologist · doi:10.1037/a0039585 · Cited by 697 · see citing works
“In support of this possibility, Pagnoni (2012) noticed differences in the skewness of the fMRI blood-oxygen-level-dependent (BOLD) signal in ventral posteriomedial cortex (vPMC), a region of the DMN, between experienced Zen meditators and meditation-naïve controls who were engaged in…”
BackgroundPsychedelics, meditation, and self-consciousness
Millière, R., Carhart-Harris, R. L., Roseman, L., Trautwein, F.-M., & Berkovich-Ohana, A. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01475 · Cited by 390 · see citing works
Cognitive-Affective Neural Plasticity following Active-Controlled Mindfulness Intervention
Allen, M., Dietz, M., Blair, K. S., van Beek, M., Rees, G., Vestergaard-Poulsen, P., Lutz, A., & Roepstorff, A. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.2957-12.2012 · Cited by 380 · see citing works
The potential effects of meditation on age-related cognitive decline: a systematic review.
Gard, T., Hölzel, B. K., & Lazar, S. W. (2014) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12348 · Cited by 363 · see citing works
Meditation leads to reduced default mode network activity beyond an active task
Garrison, K. A., Zeffiro, T. A., Scheinost, D., Constable, R. T., & Brewer, J. A. (2015) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-015-0358-3 · Cited by 295 · see citing works
“In contrast, meditation, which appears to be associated with reduced activity in the DMN, has been shown to improve attention and working memory performance (Pagnoni, 2012) and promote positive health outcomes (Keng, Smoski, & Robins, 2011).”
BackgroundInfluentialWhat about the “Self” is Processed in the Posterior Cingulate Cortex?
Brewer, J. A., Garrison, K. A., & Whitfield-Gabrieli, S. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00647 · Cited by 263 · see citing works
Increased Gamma Brainwave Amplitude Compared to Control in Three Different Meditation Traditions
Braboszcz, C., Cahn, B. R., Levy, J., Fernandez, M., & Delorme, A. (2017) · PLoS ONE · doi:10.1371/journal.pone.0170647 · Cited by 225 · see citing works
“In fact, although spontaneous mind-wandering has been reported as linked to default-mode network (DMN) activation [74–77] while meditation is associated with DMN deactivation [78, 79], explicitely instructing participants to mindIncreased Gamma Brainwave Amplitude Compared to Control in Three Different Meditation Trad…”
BackgroundGarrison, K. A., Santoyo, J. F., Davis, J. H., Thornhill, T. A., Kerr, C. E., & Brewer, J. A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00440 · Cited by 219 · see citing works
Neural mechanisms of mindfulness and meditation: Evidence from neuroimaging studies
Marchand, W. R. (2014) · World Journal of Radiology · doi:10.4329/wjr.v6.i7.471 · Cited by 207 · see citing works
Smallwood, J., Karapanagiotidis, T., Ruby, F., Medea, B., de Caso, I., Konishi, M., Wang, H.-T., Hallam, G., Margulies, D. S., & Jefferies, E. (2016) · PLOS ONE · doi:10.1371/journal.pone.0152272 · Cited by 165 · see citing works
Real-time fMRI links subjective experience with brain activity during focused attention
Garrison, K. A., Scheinost, D., Worhunsky, P. D., Elwafi, H. M., Thornhill, T. A., Thompson, E., Saron, C., Desbordes, G., Kober, H., Hampson, M., et al. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.030 · Cited by 154 · see citing works
How does it feel to lack a sense of boundaries? A case study of a long-term mindfulness meditator
Ataria, Y., Dor-Ziderman, Y., & Berkovich-Ohana, A. (2015) · Consciousness and Cognition · doi:10.1016/j.concog.2015.09.002 · Cited by 154 · see citing works
The brain on silent: mind wandering, mindful awareness, and states of mental tranquility
Vago, D. R., & Zeidan, F. Z. (2016) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13171 · Cited by 159 · see citing works
Brewer, J. A., & Garrison, K. A. (2014) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12246 · Cited by 134 · see citing works
Toward a unifying taxonomy and definition for meditation
Nash, J. D., & Newberg, A. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00806 · Cited by 177 · see citing works
Mindfulness-based training attenuates insula response to an aversive interoceptive challenge.
Haase, L., Thom, N. J., Shukla, A., Davenport, P. W., Simmons, A. N., Stanley, E. A., Paulus, M. P., & Johnson, D. C. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsu042 · Cited by 124 · see citing works
Phenotypic Variability in Resting-State Functional Connectivity: Current Status
Vaidya, C. J., & Gordon, E. M. (2013) · Brain Connectivity · doi:10.1089/brain.2012.0110 · Cited by 108 · see citing works
Mindfulness Enhances Episodic Memory Performance: Evidence from a Multimethod Investigation
Brown, K. W., Goodman, R. J., Ryan, R. M., & Anālayo, B. (2016) · PLoS ONE · doi:10.1371/journal.pone.0153309 · Cited by 105 · see citing works
The Impact of Mindfulness Meditation on the Wandering Mind: a Systematic Review
Feruglio, S., Matiz, A., Pagnoni, G., Fabbro, F., & Crescentini, C. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.09.032 · Cited by 101 · see citing works
Self-citationUsing suggestion to modulate automatic processes: From Stroop to McGurk and beyond
Lifshitz, M., Bonn, N. A., Fischer, A., Kashem, I. F., & Raz, A. (2012) · Cortex · doi:10.1016/j.cortex.2012.08.007 · Cited by 100 · see citing works
The epistemic and pragmatic value of non-action: a predictive coding perspective on meditation
Antoine Lutz, A., Mattout, J., & Pagnoni, G. (2019) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2018.12.019 · Cited by 97 · see citing works
Self-citationSelf-specific processing in the meditating brain: a MEG neurophenomenology study
Dor‐Ziderman, Y., Ataria, Y., Fulder, S. J., Goldstein, A., & Berkovich‐Ohana, A. (2016) · Neuroscience of Consciousness · doi:10.1093/nc/niw019 · Cited by 95 · see citing works
The default mode network as a biomarker for monitoring the therapeutic effects of meditation
Simon, R., & Engström, M. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00776 · Cited by 95 · see citing works
Ganesan, S., Beyer, E., Moffat, B. A., Dam, N. T. V., Lorenzetti, V., & Zalesky, A. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104846 · Cited by 89 · see citing works
Berkovich‐Ohana, A., Harel, M., Hahamy, A., Arieli, A., & Malach, R. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.04.024 · Cited by 73 · see citing works
Meditation and the Wandering Mind: A Theoretical Framework of Underlying Neurocognitive Mechanisms
Brandmeyer, T., & Arnaud Delorme, A. (2020) · Perspectives on Psychological Science · doi:10.1177/1745691620917340 · Cited by 72 · see citing works
Pujol, J., Macià, D., Blanco‐Hinojo, L., Martínez‐Vilavella, G., Sunyer, J., de la Torre, R., Caixàs, A., Martín‐Santos, R., Deus, J., & Harrison, B. J. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.06.065 · Cited by 57 · see citing works
Hyon, R., Youm, Y., Kim, J., Chey, J., Kwak, S., & Parkinson, C. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2013606117 · Cited by 57 · see citing works
The contemplative exercise through the lenses of predictive processing: A promising approach
Pagnoni, G. (2019) · Progress in brain research · doi:10.1016/bs.pbr.2018.10.022 · Cited by 58 · see citing works
Self-citationBeyond the veil of duality—topographic reorganization model of meditation
Cooper, A. C., Ventura, B., & Northoff, G. (2022) · Neuroscience of Consciousness · doi:10.1093/nc/niac013 · Cited by 57 · see citing works
Meditation and neurodegenerative diseases
Newberg, A. B., Serruya, M. D., Wintering, N., Moss, A., Reibel, D. K., & Monti, D. (2013) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12187 · Cited by 53 · see citing works
Fennell, A., Benau, E. M., & Atchley, R. A. (2015) · Consciousness and Cognition · doi:10.1016/j.concog.2015.12.010 · Cited by 51 · see citing works
Network-based characterization of brain functional connectivity in Zen practitioners
Kemmer, P. B., Guo, Y., Wang, Y., & Pagnoni, G. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00603 · Cited by 46 · see citing works
Self-citationSpontaneous thought and microstate activity modulation by social imitation
Tomescu, M. I., Papasteri, C., Sofonea, A., Boldasu, R., Kebets, V., Pistol, C., Poalelungi, C., Benescu, V., Podina, I. R., Nedelcea, C., et al. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.118878 · Cited by 48 · see citing works
Repetitive speech elicits widespread deactivation in the human cortex: the “ M antra” effect?
Berkovich‐Ohana, A., Wilf, M., Kahana, R., Arieli, A., & Malach, R. (2015) · Brain and Behavior · doi:10.1002/brb3.346 · Cited by 44 · see citing works
Mindfulness meditation and psychedelics: potential synergies and commonalities
Holas, P., & Kamińska, J. (2023) · Pharmacological Reports · doi:10.1007/s43440-023-00551-8 · Cited by 43 · see citing works
“Moreover, long-term meditators display reduced DMN activity even during resting states, suggesting a lasting effect of meditation on self-referential thought and DMN connectivity [51].”
BackgroundEndogenous Neuromodulation at Infralow Frequencies
Othmer, S., Othmer, S. F., Kaiser, D. A., & Putman, J. A. (2013) · Seminars in Pediatric Neurology · doi:10.1016/j.spen.2013.10.006 · Cited by 43 · see citing works
Freeman, S. M., Clewett, D., Bennett, C. M., Kiehl, K. A., Gazzaniga, M. S., & Miller, M. B. (2014) · Neuropsychology · doi:10.1037/neu0000118 · Cited by 43 · see citing works
Keinänen, M. (2015) · Higher Education · doi:10.1007/s10734-015-9926-2 · Cited by 44 · see citing works
McDonald, A., Muraskin, J., Dam, N. T. V., Froehlich, C., Puccio, B., Pellman, J., Bauer, C. C. C., Akeyson, A., Breland, M. M., Calhoun, V. D., et al. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.10.048 · Cited by 42 · see citing works
Abellaneda‐Pérez, K., Potash, R. M., Pascual‐Leone, Á., & Sacchet, M. D. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105862 · Cited by 40 · see citing works
The embodied transcendental: a Kantian perspective on neurophenomenology
Khachouf, O. T., Poletti, S., & Pagnoni, G. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00611 · Cited by 36 · see citing works
Self-citationMindfulness-based therapy improves brain functional network reconfiguration efficiency
Yue, W. L., Ng, K. K., Koh, A. J., Perini, F., Doshi, K., Zhou, J. H., & Lim, J. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02642-9 · Cited by 41 · see citing works
Large-Scale Functional Brain Network Reorganization During Taoist Meditation
Jao, T., Li, C., Vértes, P. E., Wu, C. W., Achard, S., Hsieh, C.-H., Liou, C.-H., Chen, J., & Bullmore, E. T. (2015) · Brain Connectivity · doi:10.1089/brain.2014.0318 · Cited by 36 · see citing works
McGeown, W. J. (2016) · Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) · Cited by 33 · see citing works
Shang, C., Lin, H., & Gau, S. S. (2019) · Molecular Psychiatry · doi:10.1038/s41380-019-0545-7 · Cited by 32 · see citing works
Lavy, S., & Berkovich‐Ohana, A. (2020) · Mindfulness · doi:10.1007/s12671-020-01418-2 · Cited by 34 · see citing works
Mindfulness as a Strategy for Sustainable Competitive Advantage
Krishnan, H. A. (2021) · Business Horizons · doi:10.1016/j.bushor.2021.02.023 · Cited by 23 · see citing works
Contemplative neuroscience, self-awareness, and education
Berkovich‐Ohana, A., Jennings, P. A., & Lavy, S. (2019) · Progress in brain research · doi:10.1016/bs.pbr.2018.10.015 · Cited by 29 · see citing works
Cognitive Measures and Performance on the Antisaccade Eye Movement Task
Magnúsdóttir, B. B., Faiola, E., Harms, C., Sigurðsson, E., Ettinger, U., & Haraldsson, H. M. (2019) · Journal of Cognition · doi:10.5334/joc.52 · Cited by 30 · see citing works
Hypnosis as neurophenomenology
Lifshitz, M., Cusumano, E. P., & Raz, A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00469 · Cited by 29 · see citing works
The neurobiology of mindfulness meditation.
Zeidan, F. Z. (2014) · Cited by 27 · see citing works
Shen, Y., Zhou, H., Chen, X., Castellanos, F. X., & Yan, C. (2020) · Journal of Pacific Rim Psychology · doi:10.1017/prp.2020.1 · Cited by 26 · see citing works
Resting State Functional Connectivity Associated With Sahaja Yoga Meditation
Barrós‐Loscertales, A., Hernández, S. E., Xiao, Y., González–Mora, J. L., & Rubia, K. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.614882 · Cited by 25 · see citing works
Guidotti, R., Gratta, C. D., Perrucci, M. G., Romani, G. L., & Raffone, A. (2021) · Brain Sciences · doi:10.3390/brainsci11081086 · Cited by 27 · see citing works
Activation‐based association profiles differentiate network roles across cognitive loads
Zuo, N., Salami, A., Yang, Y., Yang, Z., Jing Sui (Beijing Normal University), my correct affiliation is beijing normal university, N. Q. U. O. S. A. T., & Jiang, T. (2019) · Human Brain Mapping · doi:10.1002/hbm.24561 · Cited by 21 · see citing works
Patanjali and neuroscientific research on meditation
Bærentsen, K. B. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00915 · Cited by 19 · see citing works
Neural correlates of healing prayers, depression and traumatic memories: A preliminary study
Baldwin, P. R., Velasquez, K. M., Koenig, H. G., Salas, R., & Boelens, P. A. (2016) · Complementary Therapies in Medicine · doi:10.1016/j.ctim.2016.07.002 · Cited by 19 · see citing works
Varieties of attention in hypnosis and meditation
Lifshitz, M., Campbell, N. K. J., & Raz, A. (2012) · Consciousness and Cognition · doi:10.1016/j.concog.2012.05.008 · Cited by 19 · see citing works
Mindfulness Meditation and Network Neuroscience: Review, Synthesis, and Future Directions
Prakash, R. S., Shankar, A., Tripathi, V., Yang, W. F. Z., Fisher, M. E., Bauer, C. C. C., Betzel, R. F., & Sacchet, M. D. (2024) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2024.11.005 · Cited by 23 · see citing works
Studying the precuneus reveals structure–function–affect correlation in long-term meditators
Berkovich‐Ohana, A., Furman‐Haran, E., Malach, R., Arieli, A., Harel, M., & Gilaie‐Dotan, S. (2020) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsaa137 · Cited by 13 · see citing works
Meditation for perioperative pain and anxiety: A systematic review
Rajjoub, R., Sammak, S. E., Rajjo, T. I., Rajjoub, N. S., Hasan, B., Saadi, S. M., Kanaan, A., & Bydon, M. (2024) · Brain and Behavior · doi:10.1002/brb3.3640 · Cited by 13 · see citing works
Pekala, R. J., & Creegan, K. (2020) · OBM Integrative and Complementary Medicine · doi:10.21926/obm.icm.2002019 · Cited by 12 · see citing works
Critical roles for breathing in the genesis and modulation of emotional states
Homma, I., & Phillips, A. G. (2022) · Handbook of clinical neurology · doi:10.1016/b978-0-323-91534-2.00011-4 · Cited by 13 · see citing works
Meditation and Hypnosis at the Intersection Between Phenomenology and Cognitive Science
Lifshitz, M., Cusumano, E. P., & Raz, A. (2013) · Studies in neuroscience, consciousness and spirituality · doi:10.1007/978-3-319-01634-4_12 · Cited by 13 · see citing works
Possible Role of Parvalbumin Interneurons in Meditation and Psychiatric Illness
Thippaiah, S. M., Pradhan, B., Voyiaziakis, E., Shetty, R., Iyengar, S., Olson, C., & Tang, Y. (2022) · Journal of Neuropsychiatry · doi:10.1176/appi.neuropsych.21050136 · Cited by 11 · see citing works
The Psychological Benefits from Reconceptualizing Music-Making as Mindfulness Practice
Steinfeld, M., & Brewer, J. A. (2015) · Medical Problems of Performing Artists · doi:10.21091/mppa.2015.2014 · Cited by 11 · see citing works
Singh, D., Nagendra, H. R., Budhi, R. B., & Visweswaraiah, N. K. (2019) · Progress in brain research · doi:10.1016/bs.pbr.2018.10.029 · Cited by 12 · see citing works
Brain Network Organization During Mindful Acceptance of EmotionsPreprint
Dixon, M. L., Girn, M., & Kalina Christoff, A. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.03.31.018697 · Cited by 11 · see citing works
The cognitive aspects of sexual intimacy in dementia patients: a neurophysiological review
Nordvig, A. S., Goldberg, D. J., Huey, E. D., & Miller, B. L. (2019) · Neurocase · doi:10.1080/13554794.2019.1603311 · Cited by 9 · see citing works
A Review of Yoga and Meditation Neuroimaging Studies in Healthy Subjects
Hazari, N., & Sarkar, S. (2014) · Alternative and Complementary Therapies · doi:10.1089/act.2014.20109 · Cited by 9 · see citing works
Devaney, K. J., Rosen, M. L., Levin, E. J., & Somers, D. C. (2019) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2019.00424 · Cited by 8 · see citing works
The Self‐Generative Mind in Education: Review and Future Directions
Ergas, O., & Berkovich‐Ohana, A. (2017) · Mind Brain and Education · doi:10.1111/mbe.12156 · Cited by 8 · see citing works
Neural similarity predicts whether strangers become friends
Shen, Y. L., Hyon, R., Wheatley, T. P., Kleinbaum, A. M., Welker, C. L., & Parkinson, C. M. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02266-7 · Cited by 8 · see citing works
Enhanced declarative memory in long-term mindfulness practitioners
Shemesh, L., Mendelsohn, A., Panitz, D. Y., & Berkovich‐Ohana, A. (2022) · Psychological Research · doi:10.1007/s00426-022-01642-6 · Cited by 8 · see citing works
Buddhism and Positive Psychology
Cassaniti, J. (2014) · Cross-cultural advancements in positive psychology · doi:10.1007/978-94-017-8950-9_6 · Cited by 7 · see citing works
Long-term mindfulness meditation increases occurrence of sensory and attention brain states
Panitz, D. Y., Mendelsohn, A., Cabral, J., & Berkovich‐Ohana, A. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1482353 · Cited by 6 · see citing works
Lukemire, J., Pagnoni, G., & Guo, Y. (2023) · Biometrics · doi:10.1111/biom.13867 · Cited by 6 · see citing works
Self-citationA simple model of the attentional blink and its modulation by mental training
Amir, N., Tishby, N., & Nelken, I. (2022) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1010398 · Cited by 6 · see citing works
Mindfulness: a traditional Buddhist wisdom to cope with the COVID-19 situation
(2021) · Indian Journal of Traditional Knowledge · doi:10.56042/ijtk.v19i0.37865 · Cited by 5 · see citing works
Dagnino, P. C., Galadí, J. A., Càmara, E., Deco, G., & Escrichs, A. (2024) · Network Neuroscience · doi:10.1162/netn_a_00366 · Cited by 5 · see citing works
Mindfulness for the Treatment of Depression
Marchand, W. R. (2015) · Springer eBooks · doi:10.1007/978-3-319-22255-4_7 · Cited by 4 · see citing works
Neurofeedback from the Posterior Cingulate Cortex as a Mental Mirror for Meditation
van Lutterveld, R., & Brewer, J. A. (2015) · Biofeedback · doi:10.5298/1081-5937-43.3.05 · Cited by 2 · see citing works
Real-time fMRI Links Subjective Experience with Brain Activity During Focused AttentionPreprint
Garrison, K. A., Scheinost, D., Worhunsky, P. D., Elwafi, H. M., Thornhill, T. A., IV, Thompson, E. T., Saron, C. D., Desbordes, G., Hedy Kober, A., Hampson, M., et al. (2017) · doi:10.31231/osf.io/2qve8 · Cited by 3 · see citing works
Panitz, D. Y., Mendelsohn, A., Cabral, J., & Berkovich‐Ohana, A. (2023) · Research Square · doi:10.21203/rs.3.rs-3038477/v1 · Cited by 2 · see citing works
The neural and psychological mechanisms of yoga and mindfulness meditation
Gard, T. (2015) · doi:10.26481/dis.20150320tg · Cited by 2 · see citing works
Li, L., Chen, Z., Zhang, L., Zhang, M., Liu, H., Wu, D., Ren, P., & Zhang, Z. (2024) · Cerebral Cortex · doi:10.1093/cercor/bhad546 · Cited by 1 · see citing works
Disentangling functional connectivity effects of age and expertise in long-term meditatorsPreprint
Guidotti, R., Gratta, C. D., Perrucci, M. G., Romani, G. L., & Raffone, A. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/848507 · Cited by 1 · see citing works
Neural Similarity Predicts Whether Strangers Become FriendsPreprint
Shen, Y. L., Hyon, R., Kleinbaum, A. M., Welker, C. L., Parkinson, C. M., & Wheatley, T. P. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2881692 · Cited by 1 · see citing works
A Simple Model of Attentional BlinkPreprint
Amir, N., Tishby, N., & Nelken, I. (2018) · doi:10.31231/osf.io/cau4t
Building Bridges Between Neuroscience and the Humanities
Johnstone, B., & Cohen, D. (2019) · Elsevier eBooks · doi:10.1016/b978-0-08-102218-4.00008-0
Mindfulness and Distal Influence of Social GroupsPreprint
Manolea, A. (2017) · SSRN Electronic Journal
Takahashi, T., & Ogishima, H. (2021) · doi:10.31234/osf.io/8efxv
(2019) · Elsevier eBooks · doi:10.1016/b978-0-08-102218-4.09998-3
Brewer, J. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-397045-9.00134-8
- Authors
- Pagnoni, G.
- Affiliations
- University of Modena and Reggio Emilia (IT)
- Corresponding author
- Pagnoni, Giuseppe
- ORCID
- Pagnoni, Giuseppe
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2012-04-11
- Volume
- 32
- Issue
- 15
- Pages
- 5242-5249
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC3362741
- OpenAlex
- W2022682914
- Cited by
- 107
- References
- 72
- Citations by year
- 2025: 3 · 2024: 8 · 2023: 4 · 2022: 7 · 2021: 6 · 2020: 8 · 2019: 13 · 2018: 2 · 2017: 4 · 2016: 10 · 2015: 17 · 2014: 9 · 2013: 11 · 2012: 5
- FWCI
- 6.79
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- IRIS UNIMORE (University of Modena and Reggio Emilia) (submittedVersion, cc-by-nc-sa)
- Funders
- Emory University
- National Center for Complementary and Integrative Health (P30AT000609)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Mind wandering and attention
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Keywords
- default mode network, Zen meditation, mind wandering, meta-awareness, sustained attention, temporoparietal junction, functional connectivity, attentional reorienting, endophenotypes, rapid visual information processing, meditation experience
- MeSH terms
- Adult, Algorithms, Attention, Cerebral Cortex, Female, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Nerve Net, Neural Pathways, Neuropsychological Tests, Oxygen, Parietal Lobe, Photic Stimulation, Respiration, Temporal Lobe, Visual Perception, Meditation
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