Atypicality of the N170 Event-Related Potential in Autism Spectrum Disorder: A Meta-analysis
Open accessAbstract
Background Autism spectrum disorder (ASD) is associated with impaired face processing. The N170 event-related potential (ERP) has been considered a promising neural marker of this impairment. However, no quantitative review to date has integrated the literature to assess whether the N170 response to faces in individuals with ASD differs from that of typically developing (TD) individuals. Methods This meta-analysis examined the corpus of literature investigating difference in N170 response to faces in individuals with ASD and without ASD. Data from 23 studies (N ASD = 374, N TD = 359) were reviewed. Meta-analysis was used to examine the effect size of the difference in N170 latency and amplitude among individuals with ASD and without ASD. Analyses were also conducted examining hemispheric differences, potential moderators, and publication bias. Results On average, N170 latencies to faces were delayed in individuals with ASD, but amplitudes did not differ for individuals with ASD and TD individuals. Moderator analyses revealed that N170 amplitudes were smaller in magnitude in the ASD participants relative to the TD participants in adult samples and in those with higher cognitive ability. However, effects differed as a function of hemisphere of recording. No evidence of publication bias was found. Conclusions Atypicality of N170-particularly latency-to faces appears to be a specific biomarker of social-communicative dysfunction in ASD and may relate to differential developmental experiences and use of compensatory cognitive mechanisms. Future research should examine phenotypic differences that contribute to N170 heterogeneity, as well as specificity of N170 differences in ASD versus non-ASD clinical populations, and N170 malleability with treatment.
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Experiments focusing on human-human interaction and human-machine interaction have been undertaken, but so far no study has made explicit use of such methods to study the electrophysiology of ASD.
“Experiments focusing on human-human interaction 104 and human-machine interaction 105 have been undertaken but, so far, no study has ever made explicit use of such methods to study the electrophysiology of ASD.”
From Autism spectrum disorder (2020) · cites this paper as [105]
The Methods and Materials section describes studies using face stimuli and simultaneous EEG recording in people with ASD, but does not identify human–human or human–machine interaction methods. Searches for interaction methods and for the asserted absence of electrophysiology studies using them found no passage addressing either point. (LLM, conf=0.72)
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Cites
Assessing heterogeneity in meta-analysis: Q statistic or I² index?
Huedo-Medina, T. B., Sánchez-Meca, J., Marín-Martínez, F., & Botella, J. (2006) · Psychological Methods · doi:10.1037/1082-989x.11.2.193 · Cited by 4,256 · see citing works
Christensen, D. L., Baio, J., Braun, K. V. N., Bilder, D., Charles, J., Constantino, J. N., Daniels, J., Durkin, M. S., Fitzgerald, R. T., Kurzius-Spencer, M., et al. (2016) · MMWR. Surveillance Summaries · doi:10.15585/mmwr.ss6503a1 · Cited by 1,964 · see citing works
Autism Diagnostic Interview-Revised
Rutter, M., LeCouteur, A., & Lord, C. (2016) · PsycTESTS Dataset · doi:10.1037/t18128-000 · Cited by 1,627 · see citing works
<i>meta-analysis</i> bias in location and selection of studies
Egger, M., & Smith, G. D. (1998) · BMJ · doi:10.1136/bmj.316.7124.61 · Cited by 1,374 · see citing works
Early behavioral intervention, brain plasticity, and the prevention of autism spectrum disorder
Dawson, G. (2008) · Development and Psychopathology · doi:10.1017/s0954579408000370 · Cited by 1,138 · see citing works
Schultz, R. T., Gauthier, I., Klin, A., Fulbright, R. K., Anderson, A. W., Volkmar, F., Skudlarski, P., Lacadie, C., Cohen, D. J., & Gore, J. C. (2000) · Archives of General Psychiatry · doi:10.1001/archpsyc.57.4.331 · Cited by 1,000 · see citing works
“Theory of Mind” in Asperger's Syndrome Dermot M. Bowler
Bowler, D. M. (1992) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1992.tb01962.x · Cited by 534 · see citing works
Impaired face processing in autism: Fact or artifact?
Jemel, B., Mottron, L., & Dawson, M. (2006) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-005-0050-5 · Cited by 246 · see citing works
ERP evidence of atypical face processing in young children with autism
Webb, S. J., Dawson, G., Bernier, R., & Panagiotides, H. (2006) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-006-0126-x · Cited by 190 · see citing works
Flagged first, then by citations
Research works printed but not linked: 68
- [1]American Psychiatric Association 2013 Diagnostic and Statistical Manual of Mental Disorders 5th Washington, DC American Psychiatric Press
- [2]McPartland J Dawson G Webb SJ Panagiotides H Carver LJ 2004 Event-related brain potentials reveal anomalies in temporal processing of faces in autism spectrum disorder J Child Psychol Psychiatry 45 1235 1245 15335344
- [3]Lozier LM Vanmeter JW Marsh AA 2014 Impairments in facial affect recognition associated with autism spectrum disorders: A meta-analysis Dev Psychopathol 26 1 13 24915526
- [4]Behrmann M Avidan G Leonard GL Kimchi R Luna B Humphreys K Minshew N 2006 Configural processing in autism and its relationship to face processing Neuropsychologia 44 110 129 15907952
- [5]Barton JJS Cherkasova MV Hefter R Cox TA O’Connor M Manoach DS 2004 Are patients with social developmental disorders prosopagnosic? Perceptual heterogeneity in the Asperger and socio-emotional processing disorders Brain 127 1706 1716 15215211
- [6]Lahaie A Mottron L Arguin M Berthiaume C Jemel B Saumier D 2006 Face perception in high-functioning autistic adults: evidence for superior processing of face parts, not for a configural face-processing deficit Neuropsychology 20 30 41 16460220
- [7]Dawson G Webb SJ McPartland JC 2005 Understanding the nature of face processing impairment in autism: insights from behavioral and electrophysiological studies Dev Neuropsychol 27 403 424 15843104
- [8]Golan O Ashwin E Granader Y McClintock S Day K Leggett V Baron-Cohen S 2010 Enhancing emotion recognition in children with autism spectrum conditions: An intervention using animated vehicles with real emotional faces J Autism Dev Disord 40 269 279 19763807
- [9]Kandalaft MR Didehbani N Krawczyk DC Allen TT Chapman SB 2013 Virtual reality social cognition training for young adults with high-functioning autism J Autism Dev Disord 43 34 44 22570145 PMC3536992
- [10]Nelson CA McCleery JP 2008 Use of Event-Related Potentials in the Study of Typical and Atypical Development J Am Acad Child Adolesc Psychiatry 47 1252 1261 18827722 PMC2791670
- [11]Feuerriegel D Churches O Hofmann J Keage HAD 2015 The N170 and face perception in psychiatric and neurological disorders: A systematic review Clin Neurophysiol 126 1141 1158 25306210
- [12]Hinojosa JA Mercado F Carretié L 2015 N170 sensitivity to facial expression: A meta-analysis Neurosci Biobehav Rev 55 498 509 26067902
- [13]Lazar SM Evans DW Myers SM Moreno-De Luca A Moore GJ 2014 Social cognition and neural substrates of face perception: Implications for neurodevelopmental and neuropsychiatric disorders Behav Brain Res 263 1 8 24462962
- [14]McCleery A Lee J Joshi A Wynn JK Hellemann GS Green MF 2015 Meta-analysis of face processing event-related potentials in schizophrenia Biol Psychiatry 77 116 126 24923618
- [15]Bentin S Allison T Puce A Perez E McCarthy G 1996 Electrophysiological Studies of Face Perception in Humans J Cogn Neurosci 8 551 565 20740065 PMC2927138
- [16]Jeste SS Nelson CA 2009 Event related potentials in the understanding of autism spectrum disorders: An analytical review J Autism Dev Disord 39 495 510 18850262 PMC4422389
- [17]McPartland JC 2016 Considerations in biomarker development for neurodevelopmental disorders Curr Opin Neurol 29 1 26844621 PMC4798424
- [18]McPartland JC Wu J Bailey CA Mayes LC Schultz RT Klin A 2011 Atypical neural specialization for social percepts in autism spectrum disorder Soc Neurosci 6 436 451 21777159 PMC3204335
- [19]Mendelson JL Gates JA Lerner MD 2016 Friendship in School-Age Boys With Autism Spectrum Disorders: A Meta-Analytic Summary and Developmental, Process-Based Model Psychol Bull 142 601 622 26752425
- [20]Akechi H Senju A Kikuchi Y Tojo Y Osanai H Hasegawa T 2010 The effect of gaze direction on the processing of facial expressions in children with autism spectrum disorder: An ERP study Neuropsychologia 48 2841 2851 20546762
- [21]Apicella F Sicca F Federico RR Campatelli G Muratori F 2013 Fusiform Gyrus responses to neutral and emotional faces in children with Autism Spectrum Disorders: a High Density ERP study Behav Brain Res 251 155 162 23124137
- [22]Batty M Meaux E Wittemeyer K Rogé B Taylor MJ 2011 Early processing of emotional faces in children with autism: An event-related potential study J Exp Child Psychol 109 430 444 21458825
- [23]Hileman CM Henderson H Mundy P Newell L Jaime M 2011 Developmental and individual differences on the P1 and N170 ERP components in children with and without autism Dev Neuropsychol 36 214 236 21347922 PMC3724226
- [25]Churches O Wheelwright S Baron-Cohen S Ring H 2010 The N170 is not modulated by attention in autism spectrum conditions Neuroreport 21 399 403 20848730
- [26]Cygan HB Tacikowski P Ostaszewski P Chojnicka I Nowicka A 2014 Neural correlates of own name and own face detection in autism spectrum disorder PLoS One 9 e86020 24465847 PMC3899112
- [27]O’Connor K Hamm JP Kirk IJ 2005 The neurophysiological correlates of face processing in adults and children with Asperger’s syndrome Brain Cogn 59 82 95 16009478
- [28]O’Connor K Hamm JP Kirk IJ 2007 Neurophysiological responses to face, facial regions and objects in adults with Asperger’s syndrome: An ERP investigation Int J Psychophysiol 63 283 293 17267061
- [29]Webb SJ Merkle K Murias M Richards T Aylward E Dawson G 2012 ERP responses differentiate inverted but not upright face processing in adults with ASD Soc Cogn Affect Neurosci 7 578 587 19454620 PMC3375882
- [30]Faja S Dawson G Aylward E Wijsman EM Webb SJ 2016 Early event-related potentials to emotional faces differ for adults with autism spectrum disorder and by serotonin transporter genotype Clin Neurophysiol 127 2436 2447 27178863 PMC5279301
- [31]Grice SJ Halit H Farroni T Baron-Cohen S Bolton P Johnson MH 2005 Neural Correlates of Eye-Gaze Detection in Young Children with Autism Cortex 41 342 353 15871599
- [32]Gunji A Inagaki M Inoue Y Takeshima Y Kaga M 2009 Event-related potentials of self-face recognition in children with pervasive developmental disorders Brain Dev 31 139 147 18590948
- [33]Neuhaus E Kresse A Faja S Bernier RA Webb SJ 2016 Face processing among twins with and without autism: social correlates and twin concordance Soc Cogn Affect Neurosci 11 44 54 26137974 PMC4692310
- [34]Senju A Tojo Y Yaguchi K Hasegawa T 2005 Deviant gaze processing in children with autism: An ERP study Neuropsychologia 43 1297 1306 15949514
- [35]Wong TKW Fung PCW Chua SE McAlonan GM 2008 Abnormal spatiotemporal processing of emotional facial expressions in childhood autism: Dipole source analysis of event-related potentials Eur J Neurosci 28 407 416 18702712
- [36]Taylor MJ McCarthy G Saliba E Degiovanni E 1999 ERP evidence of developmental changes in processing of faces Clin Neurophysiol 110 910 915 10400205
- [37]Taylor MJ Batty M Itier RJ 2004 The faces of development: a review of early face processing over childhood J Cogn Neurosci 16 1426 1442 15509388
- [39]Halladay AK Bishop S Constantino JN Daniels AM Koenig K Palmer K 2015 Sex and gender differences in autism spectrum disorder: summarizing evidence gaps and identifying emerging areas of priority Mol Autism 6 36 26075049 PMC4465158
- [40]Chawarska K Macari S Powell K DiNicola L Shic F 2016 Enhanced Social Attention in Female Infant Siblings at Risk for Autism J Am Acad Child Adolesc Psychiatry 55 188 195 26903252 PMC5812780
- [41]Kothari R Skuse D Wakefield J Micali N 2013 Gender differences in the relationship between social communication and emotion recognition J Am Acad Child Adolesc Psychiatry 52 10.1016/j.jaac.2013.08.006 PMC3989041 24157389 · DOI
- [42]Coffman MC Anderson LC Naples AJ McPartland JC 2015 Sex differences in social perception in children with ASD J Autism Dev Disord 45 589 599 24293083 PMC4039621
- [43]Rutherford MD Troje NF 2012 IQ predicts biological motion perception in autism spectrum disorders J Autism Dev Disord 42 557 565 21538172
- [44]Lord C Rutter M DiLavore P Risi S Gotham K Bishop S 2012 Autism Diagnostic Observation Schedule–2nd edition (ADOS-2) Los Angeles Western Psychological Services
- [46]Geschwind DH Levitt P 2007 Autism spectrum disorders: developmental disconnection syndromes Curr Opin Neurobiol 17 103 111 17275283
- [47]de Haan M Nelson CA 1997 Recognition of the mother’s face by six-month-old infants: a neurobehavioral study Child Dev 68 187 210 9179998
- [51]Dundas EM Plaut DC Behrmann M 2013 The joint development of hemispheric lateralization for words and faces J Exp Psychol Gen 142 348 58 22866684 PMC4241688
- [52]Moher D Liberati A Tetzlaff J Altman DG Group TP 2009 Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement PloS Med 6 10.1371/journal.pmed1000097 PMC3090117 21603045 · DOI
- [53]Khorrami A Tehrani-Doost M Esteky H 2013 Comparison between Face and Object Processing in Youths with Autism Spectrum Disorder: An event related potentials study Iran J Psychiatry 8 179 187 25628712 PMC4281653
- [55]Schmidt FL Oh I-S Hayes TL 2009 Fixed- versus random-effects models in meta-analysis: model properties and an empirical comparison of differences in results Br J Math Stat Psychol 62 97 128 18001516
- [56]Cohen J 1992 A power primer Psychol Bull 112 155 159 19565683
- [58]Egger M Davey Smith G 1998 Bias in location and selection of studies BMJ Br Med J 316 61 66 9451274 PMC2665334
- [59]Ferguson CJ Brannick MT 2012 Publication bias in psychological science: Prevalence, methods for identifying and controlling, and implications for the use of meta-analyses Psychol Methods 17 120 128 21787082
- [60]Lipsey MW Wilson D 2001 Practical Meta Analysis 49th Thousand Oaks, CA SAGE Publications, Inc.
- [62]Borenstein M Hedges LV Higgins JPT Rothstein HR 2009 Introduction to Meta-Analysis Chichester, UK John Wiley & Sons, Ltd
- [63]Churches O Damiano C Baron-Cohen S Ring H 2012 Getting to know you: the acquisition of new face representations in autism spectrum conditions Neuroreport 23 668 672 22643237
- [64]Churches O Baron-Cohen S Ring H 2012 The psychophysiology of narrower face processing in autism spectrum conditions Neuroreport 23 395 399 22407054
- [65]Tye C Mercure E Ashwood KL Azadi B Asherson P Johnson MH 2013 Neurophysiological responses to faces and gaze direction differentiate children with ASD, ADHD and ASD + ADHD Dev Cogn Neurosci 5 71 85 23466656 PMC6987819
- [66]Tye C Battaglia M Bertoletti E Ashwood KL Azadi B Asherson P 2014 Altered neurophysiological responses to emotional faces discriminate children with ASD, ADHD and ASD plus ADHD Biol Psychol 103 125 134 25179537
- [67]Kok A 1997 Event-related-potential (ERP) reflections of mental resources: A review and synthesis Biol Psychol 45 19 56 9083643
- [68]Wang J Barstein J Ethridge LE Mosconi MW Takarae Y Sweeney JA 2013 Resting state EEG abnormalities in autism spectrum disorders J Neurodev Disord 5 1 14 24040879 PMC3847481
- [69]Gruber WR Klimesch W Sauseng P Doppelmayr M 2005 Alpha phase synchronization predicts P1 end N1 latency and amplitude size Cereb Cortex 15 371 377 15749980
- [70]Lerner MD McPartland JC Morris JP 2013 Multimodal emotion processing in autism spectrum disorders: An event-related potential study Dev Cogn Neurosci 3 11 21 23245216 PMC6987640
- [71]Kang E Durand S LeBlanc JJ Hensch TK Chen C Fagiolini M 2013 Visual acuity development and plasticity in the absence of sensory experience J Neurosci 33 17789 96 24198369 PMC3818552
- [72]Klin A Jones W Schultz R Volkmar F 2003 The enactive mind, or from actions to cognition: lessons from autism Philos Trans R Soc Lond B Biol Sci 358 345 60 12639332 PMC1693114
- [75]Bowler DM 1992 “Theory of Mind” in Asperger syndrome J Child Psychol Psychiatry 33 877 893 1378848
- [76]Happé FG 1995 The role of age and verbal ability in the theory of mind task performance of subjects with autism Child Dev 66 843 855 7789204
- [77]Dissanayake C Macintosh K 2003 Mind reading and social functioning in children with autistic disorder and Asperger’s disorder B Repacholi B Slaughter V Individual differences in theory of mind implications for typical and atypical development New York, NY Psychology Press 213 239
- [78]Hellige JB Laeng B Michimata C 2010 Processing Asymmetries in the Visual System Hugdahl K Westerhausen R The Two Halves of the Brain Cambridge, MA MIT Press 379 416
- [79]Pierce K Müller RA Ambrose J Allen G Courchesne E 2001 Face processing occurs outside the fusiform “face area” in autism: evidence from functional MRI Brain a J Neurol 124 2059 2073 11571222
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The meaning of significant mean group differences for biomarker discovery
Loth, E., Ahmad, J., Chatham, C., López, B., Carter, B., Crawley, D., Oakley, B., Hayward, H., Cooke, J., San José Cáceres, A., et al. (2021) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1009477 · Cited by 52 · see citing works
- Authors
- Kang, E., Keifer, C. M., Levy, E. J., Foss-Feig, J. H., McPartland, J. C., & Lerner, M. D.
- Affiliations
- Stony Brook University (US)
- Duke University (US)
- Yale University (US)
- Corresponding author
- Kang, Erin
- Venue
- Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
- Publisher
- Elsevier BV
- Published
- 2018-08
- Volume
- 3
- Issue
- 8
- Pages
- 657-666
- ISSN
- 2451-9022 (ISSN-L)
- PMC
- PMC6089230
- OpenAlex
- W2770107448
- Cited by
- 144
- References
- 9
- Citations by year
- 2026: 3 · 2025: 21 · 2024: 23 · 2023: 21 · 2022: 22 · 2021: 24 · 2020: 15 · 2019: 11 · 2018: 4
- FWCI
- 0.92
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Biological Psychiatry Cognitive Neuroscience and Neuroimaging (acceptedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Simons Foundation Autism Research Initiative SFARI (381283)
- National Institute of Mental Health (NIMH) (R01MH110585)
- National Institutes of Health (U19 MH108206, R01 MH107426, R01 MH100173)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Keywords
- autism spectrum disorder, N170, face processing, event-related potentials, neural markers, hemispheric lateralization, cognitive ability
- MeSH terms
- Facial Recognition, Autism Spectrum Disorder, Cerebral Cortex, Evoked Potentials, Humans
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