Abstract
Although prior studies have demonstrated reduced resting state EEG coherence in adults with autism spectrum disorder (ASD), no studies have explored the nature of EEG coherence during joint attention. We examined the EEG coherence of the joint attention network in adolescents with and without ASD during congruent and incongruent joint attention perception and an eyes-open resting condition. Across conditions, adolescents with ASD showed reduced right hemisphere temporal–central alpha coherence compared to typically developing adolescents. Greater right temporal–central alpha coherence during joint attention was positively associated with social cognitive performance in typical development but not in ASD. These results suggest that, in addition to a resting state, EEG coherence during joint attention perception is reduced in ASD.
References
Adolphs, R. (2009). The social brain: The neural basis of social knowledge. Annual Reviews of Psychology, 60, 693–716.
Assaf, M., Jagannathan, K., Calhoun, V. D., Miller, L., Stevens, M. C., Sahl, R., et al. (2010). Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients. NeuroImage, 53, 247–256.
Baron-Cohen, S., Ring, H. A., Wheelwright, S., Bullmore, E. T., Brammer, M. J., Simmons, A., & Willimans, S. C. R. (1999). Social intelligence in the normal and autistic brain: An fMRI study. European Journal of Neuroscience, 11, 1891–1898.
Baron-Cohen, S., Wheelwright, S., Hill, J., Raste, Y., & Plumb, I. (2001). The “Reading the Mind in the Eyes” test revised version: A study with normal adults, and adults with Asperger Syndrome or high functioning autism. Journal of Child Psychology and Psychiatry, 42, 241–251.
Belmonte, M. K., Allen, G., Beckel-Mitchener, A., Boulanger, L. M., Carper, R. A., & Webb, S. J. (2004). Autism and abnormal development of brain connectivity. Journal of Neuroscience, 24, 9228–9231.
Berument, S., Rutter, M., Lord, C., Pickles, A., & Bailey, A. (1999). Autism screening questionnaire: Diagnostic validity. British Journal of Psychiatry, 175, 444–451.
Boddaert, N., Chabane, N., Gervais, H., Good, C. D., Bourgeois, M., Plumet, M.-H., et al. (2004). Superior temporal sulcus anatomical abnormalities in childhood autism: A voxel-based morphometry MRI study. NeuroImage, 23, 364–369.
Bonnelle, V., Leech, R., Kinnunen, K. M., Ham, T. E., Beckmann, C. F., Boissezon, De, et al. (2011). Default mode network connectivity predicts sustained attention deficits after traumatic brain injury. Journal of Cognitive Neuroscience, 31, 13442–13451.
Castelli, F., Happé, F., Frith, U., & Frith, C. (2000). Movement and mind: A functional imaging study of perception and interpretation of complex intentional movement patterns. Neuroimage, 12, 314–325.
Cherkassky, V. L., Kana, R. K., Keller, T. A., & Just, M. A. (2006). Functional connectivity in a baseline resting-state network in autism. Brain Imaging, 17, 1687–1690.
Coben, R., Clarke, A. R., Hudspeth, W., & Barry, R. J. (2008). EEG power and coherence in autistic spectrum disorder. Clinical Neurophysiology, 119, 1002–1009.
Corbetta, M., & Shulman, G. L. (2002). Control of goal-directed and stimulus-driven attention in the brain. Nature Reviews Neuroscience, 3, 201–215.
Courchesne, E., & Pierce, K. (2005a). Brain overgrowth in autism during a critical time in development: Implications for frontal pyramidal neuron and interneuron development and connectivity. International Journal of Developmental Neuroscience, 23, 153–173.
Courchesne, E., & Pierce, K. (2005b). Why the frontal cortex in autism might be talking only to itself: Local over-connectivity but long-distance disconnection. Current Opinion in Neurobiology, 15, 225–230.
Croft, R. J., & Barry, R. J. (2000). Removal of ocular artifact from the EEG: A review. Clinical Neurophysiology, 30, 5–19.
Dalton, K., Nacewicz, T., Johnstone, T., Schaefer, H. S., Gernsbacher, M. A., Goldsmith, H. H., et al. (2005). Gaze fixation and the neural circuitry of face processing in autism. Nature Neuroscience, 8, 519–526.
Darmala, S. R., Keller, T. A., Kana, R. K., Cherkassky, V. L., Williams, D. L., Minshew, N. J., & Just, M. A. (2010). Cortical underconnectivity coupled with preserved visuospatial cognition in autism: Evidence from an fMRI study of an embedded figures task. Autism Research, 3, 273–279.
Ehrsson, H. H., Holmes, N. P., & Passingham, R. E. (2005). Touching a rubber hand: feeling of body ownership is associated with activity in multisensory brain areas. Journal of Neuroscience, 25, 10564–10573.
Fox, M. D., Snyder, A. Z., Vincent, J. L., Corbetta, M., Van Essen, D. C., & Raichle, M. E. (2005). The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proceedings of the National Academy of Sciences, 102, 9673–9678.
Gallagher, H. L., & Frith, C. D. (2003). Functional imaging of ‘theory of mind’. Trends in Cognitive Sciences, 7, 77–83.
Grelotti, D., Klin, A. J., Gauthier, I. J., Skudlarski, P., Cohen, D., Gore, J. C., et al. (2005). fMRI activation of the fusiform gyrus and amygdale to cartoon characters but not to faces in a boy with autism. Neuropsychologia, 43, 373–385.
Haist, F., Adamo, M., Westerfield, M., Courchesne, E., & Townsend, J. (2005). The functional neuroanatomy of spatial attention in autism spectrum disorder. Developmental Neuropsychology, 27, 425–458.
Hoffman, E. A., & Haxby, J. V. (2000). Distinct representations of eye gaze and identity in the distributed human neural system for face perception. Nature Neuroscience, 3, 80–84.
Homan, R. W., Herman, J., & Purdy, P. (1987). Cerebral location of international 10–20 system electrode placement. Electroencephalography and Clinical Neuropsychology, 66, 376–382.
Jasper, H. H. (1958). The ten-twenty electrode system of the international federation. Electroencephalography and Clinical Neurophysiology, 10, 371–375.
Jones, T., Bandettini, P. A., Kenworthy, L., Case, L. K., Milleville, S. C., Martin, A., & Birn, R. M. (2010). Sources of group differences in functional connectivity: An investigation applied to autism spectrum disorder. NeuroImage, 49, 401–414.
Just, M. A., Cherkassky, V. L., Keller, T., & Minshew, N. J. (2004). Cortical activation and synchronization during sentence comprehension in high-functioning autism: evidence of underconnectivity. Brain, 127, 1811–1821.
Just, M. A., Cherkassky, V. L., Keller, T., Rajesh, K. K., & Minshew, N. J. (2007). Functional and anatomical cortical underconnectivity in autism: Evidence from an FMRI study of an executive function task and corpus callosum morphometry. Cerebral Cortex, 17, 951–961.
Kana, R. K., Keller, T. A., Cherskassky, V. L., Minshew, N. J., & Just, M. A. (2006). Sentence comprehension in autism: Thinking in pictures with decreased functional connectivity. Brain, 129, 2484–2493.
Kana, R. K., Uddin, L. Q., Kenet, T., Chugani, D., & Müller, R.-A. (2014). Brain connectivity in autism. Frontiers in Human Neuroscience, 8, 349.
Kitzbichler, M. G., Khan, S., Ganesan, S., Vangel, M. G., Herbert, M. R., Hamalainen, M. S., & Kenet, T. (in press). Altered development and multifaceted band-specific abnormalities of resting state networks in autism. Biological Psychiatry.
Koshino, H., Carpenter, P. A., Minshew, N. J., Cherkassky, V. L., Keller, T. A., & Just, M. A. (2005). Functional connectivity in an fMRI working memory task in high functioning autism. Neuroimage, 24, 810–821.
Koshino, H., Kana, R. K., Keller, T. A., Cherkassky, V. L., Minshew, N. J., & Just, M. A. (2008). fMRI investigation of working memory for faces in autism: Visual coding and underconnectivity with frontal areas. Cerebral Cortex, 18, 289–300.
Kylliainen, A., & Hietanen, J. K. (2004). Attention orienting by another’s gaze direction in children with autism. Journal of Child Psychology and Psychiatry, 45, 435–444.
Lazarev, V. V., Pontes, A., Mitrofanov, A. A., & deAzevedo, L. C. (2013). Reduced interhemispheric connectivity in childhood autism detected by electroencephalographic photic driving coherence. Journal of Autism and Developmental Disorders,. doi:10.1007/s10803-013-1959-8.
Levitt, J. G., Blanton, R. E., Smalley, S., Thompson, P. M., Guthrie, D., McCracken, J. T., et al. (2003). Cortical sulcal maps in autism. Cerebral Cortex, 13, 728–735.
Lewis, J. D., & Elman, J. L. (2008). Growth-related neural reorganization and the autism phenotype: A test of the hypothesis that altered brain growth leads to altered connectivity. Developmental Science, 11, 135–155.
Lombardo, M. V., Chakrabarti, B., Bullmore, E. T., Sadek, S., Pasco, G., et al. (2010). Atypical neural self-representation in autism. Brain, 133, 611–624.
Lord, C., Lambrecht, L., Cook, E., Leventhal, B., DiLavore, P., et al. (2000). The Autism diagnostic observation schedule—generic: A standard measure of social communication deficits associated with the spectrum of autism. Journal of Autism and Developmental Disorders, 30, 205–223.
Lynch, C. J., Uddin, L. Q., Supekar, K., Khouzam, A., Phillips, J., & Menon, V. (2013). Default mode network in childhood autism: Posteromedial cortex heterogeneity and relationship with social deficits. Biological Psychiatry, 74, 212–219.
Mathewson, K. J., Jetha, M. K., Drmic, I. E., Bryson, S. E., Goldberg, J. O., & Schmidt, L. A. (2012). Regional EEG alpha power, coherence, and behavioral symptomatology in autism spectrum disorder. Clinical Neurophysiology, 123, 1798–1809.
Minshew, N. J., & Keller, T. A. (2010). The nature of brain dysfunction in autism: Functional brain imaging studies. Current Opinion in Neurology, 23(2), 124.
Mulholland, T. (1969). (1969). The concept of attention and the electroencephalographic alpha rhythm. In C. R. Evans & T. B. Mulholland (Eds.), Attention in Neurophysiology (pp. 100–127). London: Butterworths.
Mundy, P. (2003). The neural basis of social impairments in autism: The role of the dorsal medial-frontal cortex and anterior cingulate system. Journal of Child Psychology and Psychiatry, 44, 793–809.
Mundy, P. (in press). The human nature of Autism, joint attention and social cognition. New York: Guildford Publications.
Mundy, P., Gwaltney, M., & Henderson, H. (2010). Self-referenced processing, neurodevelopment and joint attention in autism. Autism, 14, 408–429.
Mundy, P., & Jarrold, W. (2010). Infant joint attention, neural networks and social cognition. Neural Networks, 23, 985–997.
Mundy, P., & Newell, L. (2007). Attention, joint attention, and social cognition. Current Directions in Psychological Science, 16, 269–274.
Mundy, P., Sullivan, L., & Mastergeorge, A. M. (2009). A parallel and distributed-processing model of joint attention, social cognition and autism. Autism Research, 2, 2–21.
Murias, M., Webb, S. J., Greenson, J., & Dawson, G. (2007). Resting state cortical connectivity reflected in EEG coherence in individuals with autism. Biological Psychiatry, 62, 270–273.
Noonan, S. K., Haist, F., & Müller, R.-A. (2009). Aberrant functional connectivity in autism: Evidence from low-frequency BOLD signal fluctuations. Brain Research, 1262, 48–63.
Nunez, P. L., & Srinivasan, R. (2006). Electric fields of the brain: The neurophysics of EEG. New York, NY: Oxford University Press.
Ogawa, T., Sugiyama, A., Ishiwa, S., Suzuki, M., Ishihara, T., & Sato, K. (1982). Ontogenetic development of EEG-asymmertry in early infantile autism. Brain & Development, 4, 439–449.
Pelphrey, K. A., Morris, J. P., & McCarthy, G. (2005). Neural basis of eye gaze processing in autism. Brain, 128, 1038–1048.
Pelphrey, K. A., Singerman, J. D., Allison, T., & McCarthy, G. (2003). Brain activation evoked by perception of gaze shifts: The influence of context. Neuropsychologia, 41, 156–170.
Posner, M. I., & Peterson, S. E. (1990). The attention system of the human brain. Annual Review of Neuroscience, 13, 25–42.
Pruett, J., LaMacchia, A., Hoertel, S., Squire, E., McVey, K., Todd, R. D., et al. (2011). Social and non-social cueing of visuospatial attention in autism and typical development. Journal of Autism and Developmental Disorders, 41, 715–731.
Quartz, S. R. (1999). The constructivist brain. Trends in Cognitive Science, 3, 48–57.
Radovanovic, S., Korotkov, A., Ljubisavljevic, M., Lyskov, E., Thunberg, J., Kataeva, G., et al. (2002). Comparison of brain activity during different types of proprioceptive inputs: A positron emission tomography study. Experimental Brain Research, 143, 276–285.
Ray, W. J., & Cole, H. W. (1985). EEG alpha activity reflects attentional demands, and beta activity reflects emotional and cognitive processes. Science, 228, 750–752.
Redcay, E., Dodell-Feder, D., Mavros, P. L., Kleiner, M., Pearrow, M. J., Triantafyllou, C., et al. (2013). Atypical brain activation patterns during a face-to-face joint attention game in adults with Autism Spectrum Disorder. Human Brain Mapping, 34, 2511–2523.
Saxe, R. (2006). Uniquely human social cognition. Current Opinion in Neurobiology, 2, 235–239.
Senju, A., Tojo, Y., Dairoku, H., & Hasegawa, T. (2004). Reflexive orienting in response to eye gaze and arrow in children with and without autism. Journal of Child Psychology and Psychiatry, 45, 445–458.
Shih, P., Shen, M., Ottl, B., Keehn, B., Gaffrey, M. S., & Muller, R. A. (2010). Atypical network connectivity for imitation in autism spectrum disorder. Neuropsychologia, 48, 2931–2939.
Swanson, M. R., Serlin, G. C., & Siller, M. (2013). Broad autism phenotype in typically developing children predicts performance on an eye-tracking measure of joint attention. Journal of Autism and Developmental Disorders, 43, 707–718.
Swettenham, J., Condie, S., Campbell, R., Milne, E., & Coleman, M. (2003). Does the perception of moving eyes trigger reflexive visual orienting in autism? Philosophical Transactions of the Royal Society of London. Series B, Biological sciences, 358, 325–334.
Thatcher, R., Krause, P., & Hrybyk, M. (1986). Cortico-cortical associations and EEG coherence: A two-compartmental model. Electroencephalography and Clinical Neurophysiology, 64, 123–143.
Uddin, L. Q., Supekar, K., Lynch, C. J., Khouzam, A., Phillips, J., et al. (2013a). Salience network-based classification and prediction of symptom severity in children with autism. JAMA Psychiatry, 70, 869–879.
Uddin, L. Q., Supekar, K., & Menon, V. (2013b). Reconceptualizing functional brain connectivity in autism from a developmental perspective. Frontiers in Human Neuroscience, 7, 458.
Villalobos, M. E., Mizuno, A., Dahl, B. C., Kemmotsu, N., & Muller, R. A. (2005). Reduced functional connectivity between V1 and inferior frontal cortex associated with visuomotor performance in autism. NeuroImage, 25, 916–925.
Wicker, B., Fonlupt, P., Hubert, B., Tardif, C., Gepner, B., & Deruelle, C. (2008). Abnormal cerebral effective connectivity during explicit emotional processing in adults with autism spectrum disorder. Social Cognitive and Affective Neuroscience, 3, 135–143.
Williams, J. H. G., Waiter, G. D., Perra, O., Perrett, D. I., & Whiten, A. (2005). An fMRI study of joint attention experience. NeuroImage, 25, 133–140.
Williams, P., Weiss, L., & Rolfhus, E. (2003). Wechsler intelligence scale for children–IV, technical report 1, theoretical model & test blueprint. San Antonio, TX: The Psychological Corporation.
Acknowledgments
We would like to acknowledge and thank Justin H. G. Williams for providing us with the video stimulus used in this study, Mark E. Pflieger of Source Signal Imaging for consultation on analyses, and the National Institutes of Health (Grant R01 NIMH 071273; Mundy and Henderson co-PIs) for their support. A version of this study was presented at the International Meeting for Autism Research in 2010.
Funding
This study was funded by NIMH Grant RO1 MH071273.
Authors Contribution
MJ was responsible for the final design the study, led the execution of the study, performed the statistical and EEG analyses, and drafted the manuscript; CM participated in the coordination of the study and helped to draft the manuscript; BD participated in the coordination of the study and helped to draft the manuscript; LN participated in the initial design of the study and helped to draft the manuscript; PM conceived the study, participated in the initial design of the study, and helped to draft the manuscript; HH participated in the interpretation of the data and helped to draft the manuscript.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical statement
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Informed consent
Informed consent and assent was obtained from all individual participants included in the study.
Rights and permissions
About this article
Cite this article
Jaime, M., McMahon, C.M., Davidson, B.C. et al. Brief Report: Reduced Temporal-Central EEG Alpha Coherence During Joint Attention Perception in Adolescents with Autism Spectrum Disorder. J Autism Dev Disord 46, 1477–1489 (2016). https://doi.org/10.1007/s10803-015-2667-3
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10803-015-2667-3