Maturation of auditory neural processes in autism spectrum disorder — A longitudinal MEG study
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BACKGROUND: Individuals with autism spectrum disorder (ASD) show atypical brain activity, perhaps due to delayed maturation. Previous studies examining the maturation of auditory electrophysiological activity have been limited due to their use of cross-sectional designs. The present study took a first step in examining magnetoencephalography (MEG) evidence of abnormal auditory response maturation in ASD via the use of a longitudinal design. METHODS: Initially recruited for a previous study, 27 children with ASD and nine typically developing (TD) children, aged 6- to 11-years-old, were re-recruited two to five years later. At both timepoints, MEG data were obtained while participants passively listened to sinusoidal pure-tones. Bilateral primary/secondary auditory cortex time domain (100 ms evoked response latency (M100)) and spectrotemporal measures (gamma-band power and inter-trial coherence (ITC)) were examined. MEG measures were also qualitatively examined for five children who exhibited "optimal outcome", participants who were initially on spectrum, but no longer met diagnostic criteria at follow-up. RESULTS: M100 latencies were delayed in ASD versus TD at the initial exam (~ 19 ms) and at follow-up (~ 18 ms). At both exams, M100 latencies were associated with clinical ASD severity. In addition, gamma-band evoked power and ITC were reduced in ASD versus TD. M100 latency and gamma-band maturation rates did not differ between ASD and TD. Of note, the cohort of five children that demonstrated "optimal outcome" additionally exhibited M100 latency and gamma-band activity mean values in-between TD and ASD at both timepoints. Though justifying only qualitative interpretation, these "optimal outcome" related data are presented here to motivate future studies. CONCLUSIONS: Children with ASD showed perturbed auditory cortex neural activity, as evidenced by M100 latency delays as well as reduced transient gamma-band activity. Despite evidence for maturation of these responses in ASD, the neural abnormalities in ASD persisted across time. Of note, data from the five children whom demonstrated "optimal outcome" qualitatively suggest that such clinical improvements may be associated with auditory brain responses intermediate between TD and ASD. These "optimal outcome" related results are not statistically significant though, likely due to the low sample size of this cohort, and to be expected as a result of the relatively low proportion of "optimal outcome" in the ASD population. Thus, further investigations with larger cohorts are needed to determine if the above auditory response phenotypes have prognostic utility, predictive of clinical outcome.
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Medication status varies as an eligibility criterion for ASD studies, with some studies detailing presence/absence of medication, some excluding medicated participants, and others not reporting criteria.
“Another important consideration is medication status as an eligibility criterion for ASD studies. Some studies detail the presence or absence of medication, such as risperidone, anxiolytics, or antidepressants (Port et al. 2016), or simply exclude ASD-medicated participants, while other do not report any criteria regarding medication.”
From Autism Spectrum Disorder and auditory sensory alterations: a systematic review on the integrity of cognitive and neuronal functions related to auditory processing (2023) · cites this paper as Port et al. 2016
The Materials and methods section (Recruitment and inclusion/exclusion criteria; page unavailable) reports medication use and non-use among participants, and the Participants section says later medication use could be an exclusion criterion. Our copy does not identify risperidone, anxiolytics, or antidepressants as medications taken, so those examples are not verified by this source. The claims about other studies are not attributed to Port et al. (LLM, conf=0.84)
Experimental — accuracy not yet measuredAuditory-related gamma and alpha powers seem to be altered in ASD subjects along development.
“Given that auditory-related gamma and alpha powers also seem to be altered in ASD subjects along development (Port et al. 2016; Pierce et al. 2021; Stefano et al. 2019), it would be interesting to assess these measures together with social, cognitive, and language abilities, as potential predictors of later outcomes in ASD.”
From Autism Spectrum Disorder and auditory sensory alterations: a systematic review on the integrity of cognitive and neuronal functions related to auditory processing (2023) · cites this paper as Port et al. 2016
The Results (Gamma-band activity; page not available) report reduced auditory evoked gamma power in children with ASD, and the Discussion says the difference persisted across the longitudinal period. The paper does not report an alteration in auditory-related alpha power; it also found no significant ASD–TD difference in the rate of gamma-power change. (LLM, conf=0.89)
Experimental — accuracy not yet measuredChildren initially on the spectrum exhibited optimal outcomes at approximately 12 years old, no longer meeting diagnostic criteria for ASD.
“A later follow-up revealed that these children exhibited optimal outcomes at approximately 12 years old, no longer meeting diagnostic criteria for ASD (Port et al. 2016).”
From Autism Spectrum Disorder and auditory sensory alterations: a systematic review on the integrity of cognitive and neuronal functions related to auditory processing (2023) · cites this paper as Port et al. 2016
These children showed results in-between ASD and TD peers.
“Interestingly, these children showed results in-between ASD and TD peers.”
From Autism Spectrum Disorder and auditory sensory alterations: a systematic review on the integrity of cognitive and neuronal functions related to auditory processing (2023) · cites this paper as Port et al. 2016
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Self-citationMissing and delayed auditory responses in young and older children with autism spectrum disorders
Edgar, J. C., Lanza, M. R., Daina, A. B., Monroe, J. F., Khan, S. Y., Blaskey, L., Cannon, K. M., Jenkins, J., Qasmieh, S., Levy, S. E., et al. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00417 · Cited by 61 · see citing works
Self-citationOrinstein, A. J., Suh, J., Porter, K., Yoe, K. A. D., Tyson, K. E., Troyb, E., Barton, M. L., Eigsti, I., Stevens, M. C. G., & FEIN, D. A. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2409-6 · Cited by 57 · see citing works
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Self-citationEarly-onset Tourette syndrome with reversible autistic behaviour: a dysmaturational disorder.
Zappella, M. (2002) · European Child & Adolescent Psychiatry · doi:10.1007/s007870200003 · Cited by 47 · see citing works
Roberts, T. P. L., Heiken, K. F., Kahn, S. Y., Qasmieh, S., Blaskey, L. G., Solot, C. B., Parker, W. A., Verma, R., & Edgar, J. C. (2012) · Neuroreport · doi:10.1097/wnr.0b013e32835202b6 · Cited by 46 · see citing works
Self-citationStufflebeam, S. M., Witzel, T., Mikulski, S., Hämäläinen, M., Temereanca, S., Barton, J. J. S., Tuch, D. S., & Manoach, D. S. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.04.264 · Cited by 44 · see citing works
Retrospective analysis of Clinical Records in 38 cases of Recovery from Autism
Granpeesheh, D., Tarbox, J., Dixon, D. R., Carr, E., & Herbert, M. R. (2009) · Annals of Clinical Psychiatry · doi:10.1177/104012370902100402 · Cited by 39 · see citing works
Port, R. G., Gandal, M. J., Roberts, T. P. L., Siegel, S. J., & Carlson, G. C. (2014) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2014.00414 · Cited by 38 · see citing works
Self-citationCellot, G., & Cherubini, E. (2014) · Physiological Reports · doi:10.14814/phy2.12077 · Cited by 38 · see citing works
Zhang, K., Hill, K., Labak, S., Blatt, G. J., & Soghomonian, J. (2014) · Neuroscience · doi:10.1016/j.neuroscience.2014.06.020 · Cited by 35 · see citing works
Characteristics of Children Who Lost the Diagnosis of Autism: A Sample from Istanbul, Turkey
Mukaddes, N. M., Tutkunkardaş, M. D., Sarı, O. T., Aydın, A., & Kozanoglu, P. (2014) · Autism Research and Treatment · doi:10.1155/2014/472120 · Cited by 34 · see citing works
Dockstader, C. L., Gaetz, W. C., Rockel, C. P., & Mabbott, D. (2011) · Human Brain Mapping · doi:10.1002/hbm.21203 · Cited by 33 · see citing works
Rojas, D. C., Becker, K. M., & Wilson, L. B. (2014) · Current Developmental Disorders Reports · doi:10.1007/s40474-014-0032-4 · Cited by 28 · see citing works
Auditory steady state and transient gamma band activity in bipolar disorder
Maharajh, K., Abrams, D. J., Rojas, D. C., Teale, P. D., & Reite, M. L. (2007) · International Congress Series · doi:10.1016/j.ics.2006.12.073 · Cited by 25 · see citing works
Berman, J., Chudnovskaya, D., Blaskey, L. G., Kuschner, E. S., Mukherjee, P., Buckner, R. L., Nagarajan, S. S., Chung, W. K., Sherr, E. H., & Roberts, T. P. L. (2016) · American Journal of Neuroradiology · doi:10.3174/ajnr.a4687 · Cited by 23 · see citing works
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- Crawley J.N. What's Wrong With My Mouse? 2007 John Wiley & Sons, Inc. Hoboken, NJ, USA
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Emerging biomarkers in autism spectrum disorder: a systematic review
Frye, R. E., Vassall, S. G., Kaur, G., Lewis, C., Karim, M., & Rossignol, D. A. (2019) · Annals of Translational Medicine · doi:10.21037/atm.2019.11.53 · Cited by 209 · see citing works
“Three small controlled studies (LOE 2b) have identified delayed M100 and auditory mismatch field in adults (90) and children (91) with ASD and have correlated changes in these neurophysiological parameters with ASD severity (91,92) (GOR B).”
BackgroundExploring early human brain development with structural and physiological neuroimaging
Vasung, L., Abaci Turk, E., Ferradal, S. L., Sutin, J., Stout, J. N., Ahtam, B., Lin, P.-Y., & Grant, P. E. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2018.07.041 · Cited by 177 · see citing works
Port, R. G., Gaetz, W., Bloy, L., Wang, D., Blaskey, L., Kuschner, E. S., Levy, S. E., Brodkin, E. S., & Roberts, T. P. L. (2017) · Autism Research · doi:10.1002/aur.1686 · Cited by 94 · see citing works
“Twenty-four participants’ MEG data had previously been reported for gamma-band alterations, demonstrating decreased phase-locked gamma-band activity in ASD versus TD [Edgar et al., 2015; Port et al., 2016].”
BackgroundMethodResultInfluentialSelf-citationModern Biomarkers for Autism Spectrum Disorder: Future Directions
Jensen, A., Lane, A. L., Werner, B. A., McLees, S. E., Fletcher, T. S., & Frye, R. E. (2022) · Molecular Diagnosis & Therapy · doi:10.1007/s40291-022-00600-7 · Cited by 92 · see citing works
Autism spectrum disorder and pupillometry: A systematic review and meta-analysis
de Vries, L. M., Fouquaet, I., Boets, B., Naulaers, G., & Steyaert, J. G. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.09.032 · Cited by 88 · see citing works
Gonçalves, A. M., & Monteiro, P. (2023) · Journal of Neural Transmission · doi:10.1007/s00702-023-02595-9 · Cited by 88 · see citing works
Neural Hyperexcitability in Autism Spectrum Disorders
Takarae, Y., & Sweeney, J. (2017) · Brain Sciences · doi:10.3390/brainsci7100129 · Cited by 82 · see citing works
Sharma, R., Rahi, S., & Mehan, S. (2019) · Toxicology Reports · doi:10.1016/j.toxrep.2019.10.019 · Cited by 81 · see citing works
“In the comparison of infants of 6 months and children above 12 months, resulting in diminished trajectories of social behavior and losing social skills [3,68].”
BackgroundCulotta, L., & Penzes, P. (2020) · Molecular Autism · doi:10.1186/s13229-020-00339-0 · Cited by 77 · see citing works
An Examination of the Neural Unreliability Thesis of Autism
Butler, J. S., Molholm, S., Andrade, G. N., & Foxe, J. J. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw375 · Cited by 72 · see citing works
“In this context, it is just as important to note that there are also many reports of differences in the sensory processing of auditory and visual information in ASD (Gandal et al. 2010; Dinstein et al. 2011; McFadden et al. 2012; Edgar et al. 2013; Roberts et al. 2013; Brandwein et al. 2015; Murphy et al. 2014; Port e…”
BackgroundWilliams, Z. J., Abdelmessih, P., Key, A. P. F., & Woynaroski, T. G. (2020) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2020.09.011 · Cited by 72 · see citing works
Kessler, K., Seymour, R. A., & Rippon, G. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.10.002 · Cited by 69 · see citing works
Revisiting the excitation/inhibition imbalance hypothesis of ASD through a clinical lens
Port, R. G., Oberman, L. M., & Roberts, T. P. L. (2019) · British Journal of Radiology · doi:10.1259/bjr.20180944 · Cited by 60 · see citing works
Self-citationPort, R. G., Gajewski, C. R., Krizman, E. N., Dow, H. C., Hirano, S., Brodkin, E. S., Carlson, G. C., Robinson, M. B., Roberts, T. P. L., & Siegel, S. J. (2017) · Neurobiology of Disease · doi:10.1016/j.nbd.2017.08.013 · Cited by 54 · see citing works
Self-citationDe Stefano, L. A., Schmitt, L. M., White, S. P., Mosconi, M. W., Sweeney, J. A., & Ethridge, L. E. (2019) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2019.00034 · Cited by 40 · see citing works
“Due to our interest in age effects, we classified participants based on neural signatures that have been shown to reflect the maturation of the auditory system (Ponton et al., 2000; Poulsen et al., 2009).”
BackgroundMethodResultInfluentialWolff, A., & Northoff, G. (2024) · Molecular Psychiatry · doi:10.1038/s41380-023-02337-z · Cited by 41 · see citing works
Delayed Auditory Evoked Responses in Autism Spectrum Disorder across the Life Span
Matsuzaki, J., Ku, M., DiPiero, M. A., Chiang, T., Saby, J. N., Blaskey, L. G., Kuschner, E. S., Kim, M., Berman, J., Bloy, L., et al. (2019) · Developmental Neuroscience · doi:10.1159/000504960 · Cited by 37 · see citing works
Self-citationStephen, J. M., Hill, D. E., Peters, A., Flynn, L., Zhang, T., & Okada, Y. C. (2017) · Developmental Neuroscience · doi:10.1159/000477614 · Cited by 35 · see citing works
Khodatars, M., Shoeibi, A., Sadeghi, D., Ghaasemi, N., Jafari, M., Moridian, P., Khadem, A. A., Alizadehsani, R., Zare, A., Kong, Y., et al. (2021) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2021.104949 · Cited by 294 · see citing works
“It should be stressed that in consonance with studies, three less prevalent modalities of electrocorticography (ECoG) [17], functional near-infrared spectroscopy (fNIRS) [18], and Magnetoencephalography (MEG) [19] can also attain reasonable performance in ASD.”
BackgroundRoberts, T. P. L., Bloy, L., Ku, M., Blaskey, L., Jackel, C. R., Edgar, J. C., & Berman, J. I. (2020) · Autism Research · doi:10.1002/aur.2369 · Cited by 34 · see citing works
“Abnormal conduction velocity in ASD has been hypothesized to be linked to language and auditory system abnormalities in ASD [Matsuzaki et al., 2019; Port et al., 2016].”
BackgroundSelf-citationAuditory Discrimination in Autism Spectrum Disorder
Rotschafer, S. E. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.651209 · Cited by 38 · see citing works
How auditory processing influences the autistic profile: A review
Poulsen, R. E., Williams, Z. J., Dwyer, P. S. R., Pellicano, E., Sowman, P. F., & McAlpine, D. (2024) · Autism Research · doi:10.1002/aur.3259 · Cited by 32 · see citing works
“Most longitudinal studies are with children and investigate speech and language acquisition (Chen et al., 2019; Lau et al., 2023; Lawrence, Hernandez, Bookheimer & Dapretto, 2019; Port et al., 2016).”
Modulation of auditory gamma-band responses using transcranial electrical stimulation
Jones, K. T., Johnson, E. L., Tauxe, Z. S., & Rojas, D. C. (2020) · Journal of Neurophysiology · doi:10.1152/jn.00003.2020 · Cited by 32 · see citing works
Port, R. G., DiPiero, M. A., Ku, M., Liu, S., Blaskey, L. G., Kuschner, E. S., Edgar, J. C., Roberts, T. P. L., & Berman, J. (2019) · Brain Connectivity · doi:10.1089/brain.2018.0653 · Cited by 31 · see citing works
“Alterations to gammaband activity in individuals with ASD have been well documented (Edgar et al., 2015c; Port et al., 2016; Wilson et al., 2007).”
BackgroundInfluentialSelf-citationLajiness-O'Neill, R. R., Brennan, J., Moran, J. E., Richard, A. E., Flores, A., Swick, C., Goodcase, R., Andersen, T., McFarlane, K., Rusiniak, K. W., et al. (2017) · Autism Research · doi:10.1002/aur.1908 · Cited by 29 · see citing works
“Consistent with prior EEG and more recent MEG investigations revealing differences in high frequency gamma band coherence [Peiker et al., 2015; Port et al., 2016, 2017; Takesaki et al., 2016], the current findings suggest a general decrease in inhibitory control via a loss or reduction in…”
BackgroundResultA scoping review of physiological biomarkers in autism
Shan, J., Gu, Y., Zhang, J., Hu, X., Wu, H., Yuan, T., & Zhao, D. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1269880 · Cited by 28 · see citing works
“It shows that ASD children have a perturbed auditory cortex neural activity/reduced conduction velocity (Gage et al., 2003; Wilson et al., 2007; Edgar et al., 2015a,b; Port et al., 2016).”
BackgroundKuschner, E. S., Kim, M., Bloy, L., DiPiero, M. A., Edgar, J. C., & Roberts, T. P. L. (2021) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-020-09350-1 · Cited by 23 · see citing works
Self-citationBridging the translational gap: what can synaptopathies tell us about autism?
Molloy, C. J., Cooke, J., Gatford, N. J. F., Rivera-Olvera, A., Avazzadeh, S., Homberg, J. R., Grandjean, J., Fernandes, C., Shen, S., Loth, E., et al. (2023) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2023.1191323 · Cited by 23 · see citing works
“Emerging evidence from both animal and human studies further suggest that an imbalance between excitatory and inhibitory (E/I) neurotransmission may be a common pathophysiological mechanism and hence a treatment target in autism (Yizhar et al., 2011; Gaetz et al., 2014; Rojas et al., 2015; Port et al., 2016; Horder et…”
BackgroundFunctional network dynamics in a neurodevelopmental disorder of known genetic origin
Hawkins, E., Akarca, D., Zhang, M., Brkić, D., Woolrich, M. W., Baker, K., & Astle, D. E. (2019) · Human Brain Mapping · doi:10.1002/hbm.24820 · Cited by 21 · see citing works
Single-Cell Transcriptomics Supports a Role of CHD8 in Autism
Hoffmann, A., & Spengler, D. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22063261 · Cited by 19 · see citing works
Auditory processing in rodent models of autism: a systematic review
Wilde, M., Constantin, L., Thorne, P. R., Montgomery, J. M., Scott, E. K., & Cheyne, J. E. (2022) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-022-09458-6 · Cited by 18 · see citing works
“However, following auditory stimulation, there is unchanged or even decreased evoked gamma power in ASD [43, 104, 105].”
BackgroundDwyer, P., Wang, X., De Meo-Monteil, R., Hsieh, F., Saron, C. D., & Rivera, S. M. (2020) · Molecular Autism · doi:10.1186/s13229-020-00352-3 · Cited by 22 · see citing works
“Other studies exploring heterogeneity have reported associations between neurophysiological responses and various other variables in ASD [32, 33, 38-41], including other measurements of sensory processing, such as questionnaires [34, 42-45].”
BackgroundScott, K. E., Mann, R. S., Schormans, A. L., Schmid, S., & Allman, B. L. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhab517 · Cited by 18 · see citing works
“…individuals with ASD or DLD are often found to be delayed, reflected by slower response latencies (Gage et al. 2003; Roberts et al. 2010, 2019; Matsuzaki et al. 2012; Edgar et al. 2015; Berman et al. 2016; Port et al. 2016; cf. Madsen et al. 2015; reviewed in O’Connor 2012; Sinclair et al. 2016).”
Port, R. G., Berman, J., Liu, S., Featherstone, R. E., Roberts, T. P. L., & Siegel, S. J. (2018) · Brain Connectivity · doi:10.1089/brain.2018.0639 · Cited by 17 · see citing works
“…symptom severity in ASD (Edgar et al., 2015; Maxwell et al., 2015; Rojas et al., 2011), may potentially predict optimal outcome for individuals with ASD (Port et al., 2016), and recover with behaviorally efficacious interventions (Van Hecke et al., 2015), all key traits desirable in a biomarker.”
BackgroundSelf-citationChen, F., Zhang, H., Ding, H., Wang, S., Peng, G., & Zhang, Y. (2021) · Autism Research · doi:10.1002/aur.2509 · Cited by 17 · see citing works
“…and adulthood), a number of other studies have reported maturational AEP differences between children with ASD (or other neurodevelopmental disorders) and TD children who had similar ages and IQ scores (Bishop et al., 2007, 2011; Gage et al., 2003; McArthur & Bishop, 2004; Port et al., 2016).”
Atypical auditory language processing in adolescents with autism spectrum disorder
Tanigawa, J., Kagitani-Shimono, K., Matsuzaki, J., Ogawa, R., Hanaie, R., Yamamoto, T., Tominaga, K., Nabatame, S., Mohri, I., Taniike, M., et al. (2018) · Clinical Neurophysiology · doi:10.1016/j.clinph.2018.05.014 · Cited by 17 · see citing works
Zhang, M., Hu, X., Jiao, J., Yuan, D., Li, S., Luo, T., Wang, M., Situ, M., Sun, X., & Huang, Y. (2022) · Scientific Reports · doi:10.1038/s41598-022-21085-8 · Cited by 16 · see citing works
Aberrant auditory system and its developmental implications for autism
Yu, L., & Wang, S. (2021) · Science China Life Sciences · doi:10.1007/s11427-020-1863-6 · Cited by 18 · see citing works
Abnormal Auditory Mismatch Fields in Children and Adolescents with 47,XYY Syndrome
Matsuzaki, J., Bloy, L., Blaskey, L. G., Miller, J. S., Kuschner, E. S., Ku, M., DiPiero, M. A., Airey, M., Edgar, J. C., Embick, D., et al. (2019) · Developmental Neuroscience · doi:10.1159/000500799 · Cited by 15 · see citing works
Self-citationAltered maturation and atypical cortical processing of spoken sentences in autism spectrum disorder
ALHO, J. S., Bharadwaj, H., Khan, S., Mamashli, F., Perrachione, T. K., Losh, A., McGuiggan, N. M., Joseph, R. M., Hämäläinen, M., & Kenet, T. (2021) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2021.102077 · Cited by 14 · see citing works
Mehdizadehfar, V., Ghassemi, F., & Fallah, A. (2019) · Basic and Clinical Neuroscience Journal · doi:10.32598/bcn.9.10.375 · Cited by 13 · see citing works
“According to the newest report of the Center for Disease Control and Prevention, it remained unchanged until 2016 (Port et al., 2016).”
MethodLi, A., Gao, G., Fu, T., Pang, W., Zhang, X., Qin, Z., & Ge, R. (2020) · International Journal of Pediatric Otorhinolaryngology · doi:10.1016/j.ijporl.2020.110305 · Cited by 13 · see citing works
Meo‐Monteil, R. D., Nordahl, C. W., Amaral, D. G., Rogers, S. J., Harootonian, S. K., Martin, J. P., Rivera, S. M., & Saron, C. D. (2019) · Autism Research · doi:10.1002/aur.2137 · Cited by 12 · see citing works
“…that, compared to the TD group, most individuals in both ASD groups appear to have delayed latencies consistent with prior findings in the literature [e.g., Port et al., 2016; Gage INSARDe Meo-Monteil et al./Auditory ERP and disproportionate megalencephaly1246 et al., 2003; Matsuzaki et al., 2018].”
ResultDwyer, P. S. R., Meo‐Monteil, R. D., Saron, C. D., & Rivera, S. M. (2021) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2021.107837 · Cited by 12 · see citing works
A Spectrotemporal Correlate of Language Impairment in Autism Spectrum Disorder
Bloy, L., Shwayder, K., Blaskey, L., Roberts, T. P. L., & Embick, D. (2019) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-019-04040-x · Cited by 11 · see citing works
Self-citationShvarts, V., & Mäkelä, J. P. (2020) · Journal of Clinical Neurophysiology · doi:10.1097/wnp.0000000000000518 · Cited by 11 · see citing works
Liang, A., Wu, H., Ma, Y., Liang, X., Jia, Y., Gao, Y., Ning, X., & Fang, J. (2021) · IEEE Access · doi:10.1109/access.2021.3063054 · Cited by 10 · see citing works
Jorgensen, A. R., Whitehouse, A., Fox, A. M., & Maybery, M. T. (2021) · Brain and Cognition · doi:10.1016/j.bandc.2021.105709 · Cited by 10 · see citing works
Green, H. L., Shen, G., Franzen, R. E., McNamee, M., Berman, J., Mowad, T. G., Ku, M., Bloy, L., Liu, S., Chen, Y., et al. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-022-05696-8 · Cited by 10 · see citing works
Self-citationNorcia, A. M., Lee, A., Meredith, W. J., Kohler, P. J., Pei, F., Ghassan, S. A., Libove, R. A., Phillips, J. M., & Hardan, A. Y. (2021) · Journal of Vision · doi:10.1167/jov.21.4.5 · Cited by 8 · see citing works
“…delays of components being a common observation (Bomba & Pang, 2004; Brandwein, Foxe, Butler, Frey, Bates, Shulman, & Molhome, 2015; Edgar et al., 2014; Edgar et al., 2015; Gage, Siegel, & Roberts, 2003; Port et al., 2016; Roberts et al., 2010; Stephen, Hill, Peters, Flynn, Zhang, & Okada, 2017).”
Dwyer, P., Wang, X., De Meo-Monteil, R., Hsieh, F., Saron, C. D., & Rivera, S. M. (2021) · Brain Topography · doi:10.1007/s10548-021-00863-z · Cited by 7 · see citing works
Language disorders through the lens of biolinguisticsPreprint
Benítez‐Burraco, A. (2023) · doi:10.31234/osf.io/7uk4a · Cited by 7 · see citing works
Optimization of OPM-MEG Layouts with a Limited Number of Sensors
Marhl, U., Hren, R., Sander, T. H., & Jazbinšek, V. (2025) · Sensors · doi:10.3390/s25092706 · Cited by 6 · see citing works
ALHO, J. S., Khan, S., Mamashli, F., Perrachione, T. K., Losh, A., McGuiggan, N. M., Graham, S., Nayal, Z., Joseph, R. M., Hämäläinen, M., et al. (2023) · NeuroImage Clinical · doi:10.1016/j.nicl.2023.103336 · Cited by 6 · see citing works
“…results are in line with previous findings of inverse maturational trajectories for auditory processing between TD and ASD groups (Alho et al., 2021; Edgar et al., 2015; Port et al., 2016; Stephen et al., 2017) and in PAC measures during visual processing of emotional faces (Mamashli et al., 2018).”
ResultWang, B. M., Mills, Z., Jones, H. F., Montgomery, J. M., & Lee, K. Y. (2025) · Journal of Neurochemistry · doi:10.1111/jnc.70088 · Cited by 7 · see citing works
“…M50 and M100 latency in children and adults with ASD, which correspond to the neural response of the superior temporal gyrus, a region containing the primary and secondary auditory cortices (Berman et al. 2016; Edgar et al. 2015; Matsuzaki et al. 2019; Port et al. 2016; Roberts et al. 2019).”
Kabella, D. M., Flynn, L., Peters, A., Kodituwakku, P. W., & Stephen, J. M. (2018) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.13782 · Cited by 4 · see citing works
“Functional problems may manifest later in development as a result of early sensory deficits (Port et al., 2016).”
The Effect of Attention on Auditory Processing in Adults on the Autism Spectrum
Crasta, J. E., & Jacoby, E. C. (2023) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-023-06040-4 · Cited by 3 · see citing works
“The mechanisms of latency delays are still being investigated but are hypothesized to reflect delayed central auditory synaptic transmission (Port et al., 2015, 2016) and impaired structural integrity of white matter pathways (Roberts et al., 2009).”
Gimlette, S., & Stapleton, E. J. (2022) · The Journal of Laryngology & Otology · doi:10.1017/s0022215122001980 · Cited by 3 · see citing works
Schwartz, S., Wang, L., Uribe, S., Shinn‐Cunningham, B. G., & Tager-Flusberg, H. B. (2023) · Autism Research · doi:10.1002/aur.3003 · Cited by 5 · see citing works
“…M100 latency, but when the same participants were brought back after two to five years, both autistic participants and NT controls had undergone changes that led to a shortening of the M100 latency and the magnitude of the latency gap between the two groups remained constant (Port et al., 2016).”
BackgroundTowards Biomarkers for Autism Spectrum Disorder: Contributions of Magnetoencephalography (MEG)
Roberts, T. P. L., Gaetz, W. C., Birnbaum, C., Bloy, L., & Berman, J. (2024) · Advances in neurobiology · doi:10.1007/978-3-031-69491-2_16 · Cited by 3 · see citing works
Self-citationMusic and the brain - design of an MEG compatible piano
Chacon-Castano, J., Rathbone, D. R., Hoffman, R., Yang, H., Pantazis, D., Yang, J., Hornberger, E., & Hanumara, N. C. (2017) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2017.8036876 · Cited by 3 · see citing works
Arutiunian, V., Buyanova, I., Minnigulova, A., Юрьевна, Д. Е., Станиславаовна, П. Д., Sorokin, A. B., Анатольевна, Т. С., Mamokhina, U. A., Касимовна, Д. К., & Dragoy, O. (2025) · Cerebral Cortex · doi:10.1093/cercor/bhaf055 · Cited by 2 · see citing works
Marhl, U., Hren, R., Sander, T. H., & Jazbinšek, V. (2026) · Sensors · doi:10.3390/s26041292 · Cited by 2 · see citing works
“In our work, we focus on the evoked response in the interval 40–240 ms, which is also clinically relevant [54–59].”
Vitanov, R. I., Achterberg, J., Akarca, D., Astle, D. E., & Baker, K. (2025) · European Journal of Neuroscience · doi:10.1111/ejn.70124 · Cited by 2 · see citing works
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“MEG studies have also shown atypical neural activity in the auditory cortex, including delayed M100 latency associated with autism severity (Port et al., 2016).”
Auditory, Frontoparietal, and Somatomotor Networks Encode the Direction of Auditory Motion
Tong, R., Sun, L., Li, C., & Zhang, X. (2023) · IEEE International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA) · doi:10.1109/iciba56860.2023.10164917 · Cited by 1 · see citing works
“Recent years, increasing studies have focused on the cortical mechanisms of auditory motion perception using functional magnetic resonance imaging[1] (fMRI), electroencephalography[2] (EEG), and magnetoencephalography[3] (MEG).”
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Rodent Models for ASD Biomarker Development
Lee, H. H. C., & Şahin, M. (2024) · Advances in neurobiology · doi:10.1007/978-3-031-69491-2_8 · Cited by 1 · see citing works
Sensory and Multisensory Processing Changes and Their Contributions to Autism and Schizophrenia
Vassall, S. G., & Wallace, M. T. (2025) · Current topics in behavioral neurosciences · doi:10.1007/7854_2025_589 · Cited by 1 · see citing works
Atypical Neuronal Oscillatory Synchrony of the Auditory Steady State Response in Down Syndrome
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MEG insights into brain development
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Neurobiology of Autism Spectrum Disorder and Intellectual Disability
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Additional file 1 of Auditory processing in rodent models of autism: a systematic review
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“Our results indicate that hemisphere-specific measures would be needed to achieve higher sensitivity for such classification (Roberts et al. 2010 , but see Port et al. 2016 Apr 6 ).”
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Self-citation
- Authors
- Port, R. G., Edgar, J. C., Ku, M., Bloy, L., Murray, R., Blaskey, L., Levy, S. E., & Roberts, T. P. L.
- Affiliations
- Children's Hospital of Philadelphia (US)
- Corresponding author
- Roberts, Timothy P.L.
- ORCID
- Venue
- NeuroImage: Clinical
- Publisher
- Elsevier BV
- Published
- 2016
- Volume
- 11
- Pages
- 566-577
- ISSN
- 2213-1582 (ISSN-L)
- PMC
- PMC4844592
- OpenAlex
- W2325339912
- Cited by
- 79
- References
- 104
- Citations by year
- 2026: 3 · 2025: 7 · 2024: 5 · 2023: 11 · 2022: 7 · 2021: 13 · 2020: 9 · 2019: 11 · 2018: 4 · 2017: 6 · 2016: 3
- FWCI
- 5.09
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- NeuroImage Clinical (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- NIH (R01DC008871)
- Nancy Lurie Marks Family Foundation
- NIH IDDRC (U54086984)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Neurodevelopmental Disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neuroscience and Music Perception
- Keywords
- autism spectrum disorder, auditory cortex maturation, inter-trial phase coherence, auditory evoked potentials, longitudinal development, ASD severity, optimal outcomes, children, neurodevelopmental delay, treatment response prediction
- MeSH terms
- Autism Spectrum Disorder, Acoustic Stimulation, Auditory Cortex, Auditory Pathways, Brain Mapping, Child, Cross-Sectional Studies, Evoked Potentials, Auditory, Female, Humans, Male, Neuropsychological Tests, Psychiatric Status Rating Scales, Reaction Time, Regression Analysis, Magnetoencephalography, Cohort Studies
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