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McGurk Effect by Individuals with Autism Spectrum Disorder and Typically Developing Controls: A Systematic Review and Meta-analysis

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Abstract

By synthesizing existing behavioural studies through a meta-analytic approach, the current study compared the performances of Autism spectrum disorder (ASD) and typically developing groups in audiovisual speech integration and investigated potential moderators that might contribute to the heterogeneity of the existing findings. In total, nine studies were included in the current study, and the pooled overall difference between the two groups was significant, g = − 0.835 (p < 0.001; 95% CI − 1.155 to − 0.516). Age and task scoring method were found to be associated with the inconsistencies of the findings reported by previous studies. These findings indicate that individuals with ASD show weaker McGurk effect than typically developing controls.

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References

  • Association, A. P., & Association, A. P. (2000). DSM-IV-TR: Diagnostic and statistical manual of mental disorders, text revision. Washington, DC: American Psychiatric Association.

    Google Scholar 

  • Baron-Cohen, S. (2002). The extreme male brain theory of autism. Trends in Cognitive Sciences, 6(6), 248–254.

    Article  Google Scholar 

  • Boyd, B. A., Baranek, G. T., Sideris, J., Poe, M. D., Watson, L. R., Patten, E., et al. (2010). Sensory features and repetitive behaviors in children with autism and developmental delays. Autism Research, 3(2), 78–87.

    PubMed  PubMed Central  Google Scholar 

  • Brandwein, A. B., Foxe, J. J., Butler, J. S., Russo, N. N., Altschuler, T. S., Gomes, H., et al. (2013). The development of multisensory integration in high-functioning autism: High-density electrical mapping and psychophysical measures reveal impairments in the processing of audiovisual inputs. Cereb Cortex, 23(6), 1329–1341. https://doi.org/10.1093/cercor/bhs109.

    Article  PubMed  Google Scholar 

  • Cooper, H., Hedges, L. V., & Valentine, J. C. (2009). The handbook of research synthesis and meta-analysis. New York: Russell Sage Foundation.

    Google Scholar 

  • Cooper, H., & Patall, E. A. (2009). The relative benefits of meta-analysis conducted with individual participant data versus aggregated data. Psychological methods, 14(2), 165–176.

    Article  Google Scholar 

  • DePape, A. M., Hall, G. B., Tillmann, B., & Trainor, L. J. (2012). Auditory processing in high-functioning adolescents with autism spectrum disorder. PLoS ONE, 7(9), e44084. https://doi.org/10.1371/journal.pone.0044084.

    Article  PubMed  PubMed Central  Google Scholar 

  • Dick, A. S., Solodkin, A., & Small, S. L. (2010). Neural development of networks for audiovisual speech comprehension. Brain and Language, 114(2), 101–114.

    Article  Google Scholar 

  • Donohue, S. E., Darling, E. F., & Mitroff, S. R. (2012). Links between multisensory processing and autism. Experimental Brain Research, 222(4), 377–387. https://doi.org/10.1007/s00221-012-3223-4.

    Article  PubMed  Google Scholar 

  • Duval, S., & Tweedie, R. (2000). Trim and fill: A simple funnel-plot–based method of testing and adjusting for publication bias in meta-analysis. Biometrics, 56(2), 455–463.

    Article  Google Scholar 

  • Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315(7109), 629–634.

    Article  Google Scholar 

  • Flather, M. D., Farkouh, M. E., Pogue, J. M., & Yusuf, S. (1997). Strengths and limitations of meta-analysis: Larger studies may be more reliable. Controlled Clinical Trials, 18(6), 568–579.

    Article  Google Scholar 

  • Foss-Feig, J. H., Kwakye, L. D., Cascio, C. J., Burnette, C. P., Kadivar, H., Stone, W. L., et al. (2010). An extended multisensory temporal binding window in autism spectrum disorders. Experimental Brain Research, 203(2), 381–389. https://doi.org/10.1007/s00221-010-2240-4.

    Article  PubMed  PubMed Central  Google Scholar 

  • Gelder, B. d., Vroomen, J., & Van der Heide, L. (1991). Face recognition and lip-reading in autism. European Journal of Cognitive Psychology, 3(1), 69–86.

    Article  Google Scholar 

  • Geschwind, D. H., & Levitt, P. (2007). Autism spectrum disorders: Developmental disconnection syndromes. Current Opinion in Neurobiology, 17(1), 103–111.

    Article  Google Scholar 

  • Ghazanfar, A. A., & Schroeder, C. E. (2006). Is neocortex essentially multisensory? Trends in Cognitive Sciences, 10(6), 278–285.

    Article  Google Scholar 

  • Happé, F. (1999). Autism: Cognitive deficit or cognitive style? Trends in Cognitive Sciences, 3(6), 216–222.

    Article  Google Scholar 

  • Happé, F., & Frith, U. (2006). The weak coherence account: Detail-focused cognitive style in autism spectrum disorders. Journal of Autism and Developmental Disorders, 36(1), 5–25.

    Article  Google Scholar 

  • Higgin, J., Thompson, S., Deeks, J., & Altman, D. (2003). Measuring inconsistency in meta-analysis. British Medical Journal, 327, 557–560.

    Article  Google Scholar 

  • Hockley, N. S., & Polka, L. (1994). A developmental study of audiovisual speech perception using the McGurk paradigm. The Journal of the Acoustical Society of America, 96(5), 3309–3309.

    Article  Google Scholar 

  • Holtmann, M., Bölte, S., & Poustka, F. (2007). Autism spectrum disorders: Sex differences in autistic behaviour domains and coexisting psychopathology. Developmental Medicine & Child Neurology, 49(5), 361–366.

    Article  Google Scholar 

  • Iarocci, G., & McDonald, J. (2006). Sensory integration and the perceptual experience of persons with autism. Journal of Autism and Developmental Disorders, 36(1), 77–90. https://doi.org/10.1007/s10803-005-0044-3.

    Article  PubMed  Google Scholar 

  • Iarocci, G., Rombough, A., Yager, J., Weeks, D. J., & Chua, R. (2010). Visual influences on speech perception in children with autism. Autism, 14(4), 305–320. https://doi.org/10.1177/1362361309353615.

    Article  PubMed  Google Scholar 

  • Irwin, J. R., Tornatore, L. A., Brancazio, L., & Whalen, D. H. (2011). Can children with autism spectrum disorders “hear” a speaking face? Child Development, 82(5), 1397–1403. https://doi.org/10.1111/j.1467-8624.2011.01619.x.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kreifelts, B., Ethofer, T., Grodd, W., Erb, M., & Wildgruber, D. (2007). Audiovisual integration of emotional signals in voice and face: An event-related fMRI study. Neuroimage, 37(4), 1445–1456.

    Article  Google Scholar 

  • Kwakye, L. D., Foss-Feig, J. H., Cascio, C. J., Stone, W. L., & Wallace, M. T. (2011). Altered auditory and multisensory temporal processing in autism spectrum disorders. Frontiers in Integrative Neuroscience, 4, 129. https://doi.org/10.3389/fnint.2010.00129.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lai, M.-C., Lombardo, M. V., Pasco, G., Ruigrok, A. N., Wheelwright, S. J., Sadek, S. A., et al. (2011). A behavioral comparison of male and female adults with high functioning autism spectrum conditions. PLoS ONE, 6(6), e20835.

    Article  Google Scholar 

  • Lane, A. E., Molloy, C. A., & Bishop, S. L. (2014). Classification of children with autism spectrum disorder by sensory subtype: A case for sensory-based phenotypes. Autism Research, 7(3), 322–333. https://doi.org/10.1002/aur.1368.

    Article  PubMed  Google Scholar 

  • Lane, A. E., Young, R. L., Baker, A. E., & Angley, M. T. (2010). Sensory processing subtypes in autism: Association with adaptive behavior. Journal of Autism and Developmental Disorders, 40(1), 112–122.

    Article  Google Scholar 

  • Lewkowicz, D. J., & Hansen-Tift, A. M. (2012). Infants deploy selective attention to the mouth of a talking face when learning speech. Proceedings of the National Academy of Sciences, 109(5), 1431–1436.

    Article  Google Scholar 

  • Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis (Vol. 49). Thousand Oaks: Sage.

    Google Scholar 

  • Magiati, I., Tay, X. W., & Howlin, P. (2014). Cognitive, language, social and behavioural outcomes in adults with autism spectrum disorders: A systematic review of longitudinal follow-up studies in adulthood. Clinical Psychology Review, 34(1), 73–86.

    Article  Google Scholar 

  • Magnee, M. J., de Gelder, B., van Engeland, H., & Kemner, C. (2008). Audiovisual speech integration in pervasive developmental disorder: Evidence from event-related potentials. Journal of Child Psychology and Psychiatry, 49(9), 995–1000. https://doi.org/10.1111/j.1469-7610.2008.01902.x.

    Article  PubMed  Google Scholar 

  • Marco, E. J., Hinkley, L. B., Hill, S. S., & Nagarajan, S. S. (2011). Sensory processing in autism: A review of neurophysiologic findings. Pediatric Research, 69(5 Pt 2), 48R–54R. https://doi.org/10.1203/PDR.0b013e3182130c54.

    Article  PubMed  PubMed Central  Google Scholar 

  • McGurk, H., & MacDonald, J. (1976). Hearing lips and seeing voices. Nature, 264(5588), 746–748. https://doi.org/10.1038/264746a0.

    Article  PubMed  Google Scholar 

  • McKenzie, K. (2007). The complete guide to Asperger’s syndrome. Learning Disability Practice, 10(2), 26–28.

    Article  Google Scholar 

  • Mongillo, E. A., Irwin, J. R., Whalen, D. H., Klaiman, C., Carter, A. S., & Schultz, R. T. (2008). Audiovisual processing in children with and without autism spectrum disorders. Journal of Autism and Developmental Disorders, 38(7), 1349–1358. https://doi.org/10.1007/s10803-007-0521-y.

    Article  PubMed  Google Scholar 

  • Mottron, L., Peretz, I., & Menard, E. (2000). Local and global processing of music in high-functioning persons with autism: Beyond central coherence? Journal of Child Psychology and Psychiatry, 41(8), 1057–1065.

    Article  Google Scholar 

  • Nath, A. R., & Beauchamp, M. S. (2012). A neural basis for interindividual differences in the McGurk effect, a multisensory speech illusion. Neuroimage, 59(1), 781–787.

    Article  Google Scholar 

  • Peterson, J., Welch, V., Losos, M., & Tugwell, P. (2011). The Newcastle-Ottawa scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses.

  • Ross, L. A., Del Bene, V. A., Molholm, S., Frey, H. P., & Foxe, J. J. (2015). Sex differences in multisensory speech processing in both typically developing children and those on the autism spectrum. Frontiers in Neuroscience, 9, 185. https://doi.org/10.3389/fnins.2015.00185.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ross, L. A., Molholm, S., Blanco, D., Gomez-Ramirez, M., Saint-Amour, D., & Foxe, J. J. (2011). The development of multisensory speech perception continues into the late childhood years. European Journal of Neuroscience, 33(12), 2329–2337.

    Article  Google Scholar 

  • Saalasti, S., Katsyri, J., Tiippana, K., Laine-Hernandez, M., von Wendt, L., & Sams, M. (2012). Audiovisual speech perception and eye gaze behavior of adults with asperger syndrome. Journal of Autism and Developmental Disorders, 42(8), 1606–1615. https://doi.org/10.1007/s10803-011-1400-0.

    Article  PubMed  Google Scholar 

  • Stevenson, R. A., Siemann, J. K., Schneider, B. C., Eberly, H. E., Woynaroski, T. G., Camarata, S. M., et al. (2014a). Multisensory temporal integration in autism spectrum disorders. The Journal of Neuroscience, 34(3), 691–697. https://doi.org/10.1523/jneurosci.3615-13.2014.

    Article  PubMed  PubMed Central  Google Scholar 

  • Stevenson, R. A., Siemann, J. K., Woynaroski, T. G., Schneider, B. C., Eberly, H. E., Camarata, S. M., et al. (2014b). Brief report: Arrested development of audiovisual speech perception in autism spectrum disorders. Journal of Autism and Developmental Disorders, 44(6), 1470–1477. https://doi.org/10.1007/s10803-013-1992-7.

    Article  PubMed  PubMed Central  Google Scholar 

  • Taylor, N., Isaac, C., & Milne, E. (2010). A comparison of the development of audiovisual integration in children with autism spectrum disorders and typically developing children. Journal of Autism and Developmental Disorders, 40(11), 1403–1411. https://doi.org/10.1007/s10803-010-1000-4.

    Article  PubMed  Google Scholar 

  • Tremblay, C., Champoux, F., Voss, P., Bacon, B. A., Lepore, F., & Théoret, H. (2007). Speech and non-speech audio-visual illusions: A developmental study. PLoS ONE, 2(8), e742.

    Article  Google Scholar 

  • Van Wijngaarden-Cremers, P. J., van Eeten, E., Groen, W. B., Van Deurzen, P. A., Oosterling, I. J., & Van der Gaag, R. J. (2014). Gender and age differences in the core triad of impairments in autism spectrum disorders: A systematic review and meta-analysis. Journal of Autism and Developmental Disorders, 44(3), 627–635.

    Article  Google Scholar 

  • Williams, J. H., Massaro, D. W., Peel, N. J., Bosseler, A., & Suddendorf, T. (2004). Visual-auditory integration during speech imitation in autism. Research in Developmental Disabilities, 25(6), 559–575. https://doi.org/10.1016/j.ridd.2004.01.008.

    Article  PubMed  Google Scholar 

  • Woynaroski, T. G., Kwakye, L. D., Foss-Feig, J. H., Stevenson, R. A., Stone, W. L., & Wallace, M. T. (2013). Multisensory speech perception in children with autism spectrum disorders. Journal of Autism and Developmental Disorders, 43(12), 2891–2902. https://doi.org/10.1007/s10803-013-1836-5.

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgments

This study was supported by research Grants MYRG2017-00217-FED, MYRG2016-00193-FED, and MYRG2015-00221-FED from the University of Macau.

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Authors

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YM and JZ contributed to the design of the study. YM and CW collected relevant articles and coded the data. JH analysed the data and the present manuscript was drafted by YM and JZ. YX, SW, and ZY revised the manuscript critically. All authors read and approved the final version of the manuscript.

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Correspondence to Yaxuan Meng.

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The authors declare that they have no conflict of interest.

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Appendix

See Table 3.

Table 3 The risk of bias of the studies included in the meta-analysis (NOS)

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Zhang, J., Meng, Y., He, J. et al. McGurk Effect by Individuals with Autism Spectrum Disorder and Typically Developing Controls: A Systematic Review and Meta-analysis. J Autism Dev Disord 49, 34–43 (2019). https://doi.org/10.1007/s10803-018-3680-0

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