Autism and sensory processing disorders: shared white matter disruption in sensory pathways but divergent connectivity in social–emotional pathways
Open accessAbstract
Over 90% of children with Autism Spectrum Disorders (ASD) demonstrate atypical sensory behaviors. In fact, hyper- or hyporeactivity to sensory input or unusual interest in sensory aspects of the environment is now included in the DSM-5 diagnostic criteria. However, there are children with sensory processing differences who do not meet an ASD diagnosis but do show atypical sensory behaviors to the same or greater degree as ASD children. We previously demonstrated that children with Sensory Processing Disorders (SPD) have impaired white matter microstructure, and that this white matter microstructural pathology correlates with atypical sensory behavior. In this study, we use diffusion tensor imaging (DTI) fiber tractography to evaluate the structural connectivity of specific white matter tracts in boys with ASD (n = 15) and boys with SPD (n = 16), relative to typically developing children (n = 23). We define white matter tracts using probabilistic streamline tractography and assess the strength of tract connectivity using mean fractional anisotropy. Both the SPD and ASD cohorts demonstrate decreased connectivity relative to controls in parieto-occipital tracts involved in sensory perception and multisensory integration. However, the ASD group alone shows impaired connectivity, relative to controls, in temporal tracts thought to subserve social-emotional processing. In addition to these group difference analyses, we take a dimensional approach to assessing the relationship between white matter connectivity and participant function. These correlational analyses reveal significant associations of white matter connectivity with auditory processing, working memory, social skills, and inattention across our three study groups. These findings help elucidate the roles of specific neural circuits in neurodevelopmental disorders, and begin to explore the dimensional relationship between critical cognitive functions and structural connectivity across affected and unaffected children.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Fractional anisotropy is reduced in ASD compared to TD in parieto-occipital tracts.
“parieto-occipital tracts (Chang et al., 2014)”
From Behavioral, Perceptual, and Neural Alterations in Sensory and Multisensory Function in Autism Spectrum Disorder (2015) · cites this paper as Chang et al., 2014
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Jenkinson, M., Bannister, P., Brady, M., & Smith, S. (2002) · NeuroImage · doi:10.1006/nimg.2002.1132 · Cited by 11,888 · see citing works
Fischl, B. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.01.021 · Cited by 9,526 · see citing works
Lord, C., Rutter, M., & Le Couteur, A. (1994) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02172145 · Cited by 9,065 · see citing works
Nonparametric permutation tests for functional neuroimaging: A primer with examples
Nichols, T. E., & Holmes, A. P. (2002) · Human Brain Mapping · doi:10.1002/hbm.1058 · Cited by 6,256 · see citing works
Probabilistic diffusion tractography with multiple fibre orientations: What can we gain?
Behrens, T. E. J., Berg, H. J., Jbabdi, S., Rushworth, M. F. S., & Woolrich, M. W. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.09.018 · Cited by 3,471 · see citing works
Toward the future of psychiatric diagnosis: the seven pillars of RDoC
Cuthbert, B. N., & Insel, T. R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-126 · Cited by 3,053 · see citing works
Lord, C., Rutter, M., Goode, S., Heemsbergen, J., Jordan, H., Mawhood, L., & Schopler, E. (1989) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02211841 · Cited by 2,030 · see citing works
Mental Health Surveillance Among Children — United States, 2013–2019
Bitsko, R. H., Claussen, A. H., Lichstein, J., Black, L. I., Jones, S. E., Danielson, M. L., Hoenig, J. M., Davis Jack, S. P., Brody, D. J., Gyawali, S., et al. (2022) · MMWR Supplements · doi:10.15585/mmwr.su7102a1 · Cited by 1,723 · see citing works
Reproducibility of quantitative tractography methods applied to cerebral white matter
Wakana, S., Caprihan, A., Panzenboeck, M. M., Fallon, J. H., Perry, M., Gollub, R. L., Hua, K., Zhang, J., Jiang, H., Dubey, P., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.02.049 · Cited by 1,686 · see citing works
Attention to eyes is present but in decline in 2–6-month-old infants later diagnosed with autism
Jones, W., & Klin, A. (2013) · Nature · doi:10.1038/nature12715 · Cited by 1,293 · see citing works
Sensory Processing in Autism: A Review of Neurophysiologic Findings
MARCO, E. J., HINKLEY, L. B. N., HILL, S. S., & NAGARAJAN, S. S. (2011) · Pediatric Research · doi:10.1203/pdr.0b013e3182130c54 · Cited by 1,112 · see citing works
Self-citationJust, M. A., Cherkassky, V. L., Keller, T. A., Kana, R. K., & Minshew, N. J. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhl006 · Cited by 1,081 · see citing works
Schultz, R. T. (2005) · International Journal of Developmental Neuroscience · doi:10.1016/j.ijdevneu.2004.12.012 · Cited by 1,071 · see citing works
A meta-analysis of sensory modulation symptoms in individuals with autism spectrum disorders
Ben-Sasson, A., Hen, L., Fluss, R., Cermak, S. A., Engel-Yeger, B., & Gal, E. (2009) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-008-0593-3 · Cited by 1,047 · see citing works
Nagy, Z., Westerberg, H., & Klingberg, T. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929041920441 · Cited by 794 · see citing works
(2013) · PubMed · Cited by 770 · see citing works
Functional connectivity in a baseline resting-state network in autism
Cherkassky, V. L., Kana, R. K., Keller, T. A., & Just, M. A. (2006) · NeuroReport · doi:10.1097/01.wnr.0000239956.45448.4c · Cited by 622 · see citing works
Diffusion tensor imaging of the corpus callosum in Autism
Alexander, A. L., Lee, J. E., Lazar, M., Boudos, R., DuBray, M. B., Oakes, T. R., Miller, J. N., Lu, J. K., Jeong, E., McMahon, W. M., et al. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.08.032 · Cited by 593 · see citing works
Sentence comprehension in autism: thinking in pictures with decreased functional connectivity
Kana, R. K. (2006) · Brain · doi:10.1093/brain/awl164 · Cited by 530 · see citing works
Prevalence of Parents’ Perceptions of Sensory Processing Disorders Among Kindergarten Children
Ahn, R. R., Miller, L. J., Milberger, S., & McIntosh, D. N. (2004) · American Journal of Occupational Therapy · doi:10.5014/ajot.58.3.287 · Cited by 453 · see citing works
Diffusion tensor imaging in autism spectrum disorder: a review
Travers, B. G., Adluru, N., Ennis, C., Tromp, D. P. M., Destiche, D., Doran, S., Bigler, E. D., Lange, N., Lainhart, J. E., & Alexander, A. L. (2012) · Autism Research · doi:10.1002/aur.1243 · Cited by 450 · see citing works
Forkel, S. J., Thiebaut de Schotten, M., Kawadler, J. M., Dell'Acqua, F., Danek, A., & Catani, M. (2014) · Cortex · doi:10.1016/j.cortex.2012.09.005 · Cited by 248 · see citing works
Screening for Autism Spectrum Disorders With the Social Communication Questionnaire
Eaves, L. C., Wingert, H., Ho, H. H., & Mickelson, E. C. R. (2006) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/00004703-200604002-00007 · Cited by 248 · see citing works
Damage to Association Fiber Tracts Impairs Recognition of the Facial Expression of Emotion
Philippi, C. L., Mehta, S., Grabowski, T., Adolphs, R., & Rudrauf, D. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.0796-09.2009 · Cited by 238 · see citing works
Shukla, D. K., Keehn, B., & Müller, R. (2011) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2010.02342.x · Cited by 230 · see citing works
The Sensory Profile: The Performance of a National Sample of Children Without Disabilities
Dunn, W., & Westman, K. (1997) · American Journal of Occupational Therapy · doi:10.5014/ajot.51.1.25 · Cited by 229 · see citing works
Kumar, A., Sundaram, S. K., Sivaswamy, L., Behen, M. E., Makki, M., Ager, J. W., Janisse, J. J., Chugani, H. T., & Chugani, D. C. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp278 · Cited by 211 · see citing works
Aoki, Y. Y., Abe, O., Nippashi, Y., & Yamasue, H. (2013) · Molecular Autism · doi:10.1186/2040-2392-4-25 · Cited by 181 · see citing works
fMRI evidence of neural abnormalities in the subcortical face processing system in ASD
Kleinhans, N. M., Richards, T. L., Johnson, L. C., Weaver, K. E., Greenson, J., Dawson, G., & Aylward, E. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.07.037 · Cited by 169 · see citing works
Abnormal white matter microstructure in children with sensory processing disorders
Owen, J. P., Marco, E. J., Desai, S. S., Fourie, E., Harris, J., Hill, S. S., Arnett, A. B., & Mukherjee, P. (2013) · NeuroImage Clinical · doi:10.1016/j.nicl.2013.06.009 · Cited by 168 · see citing works
Self-citationThomas, C., Humphreys, K., Jung, K., Minshew, N. J., & Behrmann, M. (2010) · Cortex · doi:10.1016/j.cortex.2010.07.006 · Cited by 161 · see citing works
Ortibus, E., Verhoeven, J. S., Sunaert, S. G., et al. (2011) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.2011.04147.x · Cited by 144 · see citing works
Jou, R. J., Jackowski, A. P., Papademetris, X., Rajeevan, N., Staib, L. H., & Volkmar, F. R. (2010) · Australian & New Zealand Journal of Psychiatry · doi:10.3109/00048674.2010.534069 · Cited by 138 · see citing works
Spike-Timing Theory of Working Memory
Szatmáry, B., & Izhikevich, E. M. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000879 · Cited by 135 · see citing works
The Role of the Fusiform-Amygdala System in the Pathophysiology of Autism
Dziobek, I., Bahnemann, M., Convit, A. J., & Heekeren, H. R. (2010) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2010.31 · Cited by 132 · see citing works
Lo, Y., Soong, W., Gau, S. S., Wu, Y.-Y., Lai, M., Yeh, F.-C. F., Chiang, W.-Y., Kuo, L., Jaw, F.-S., & Tseng, W. I. (2011) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2010.09.008 · Cited by 120 · see citing works
Conturo, T. E., Williams, D. L., Smith, C. D., Gultepe, E., Akbudak, E., & Minshew, N. J. (2008) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617708081381 · Cited by 119 · see citing works
Reliability of fiber tracking measurements in diffusion tensor imaging for longitudinal study
Danielian, L. E., Iwata, N. K., Thomasson, D. M., & Floeter, M. K. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.08.062 · Cited by 109 · see citing works
How Does Sensory Processing Dysfunction Affect Play?
Bundy, A. C., Shia, S., Qi, L., & Miller, L. J. (2007) · American Journal of Occupational Therapy · doi:10.5014/ajot.61.2.201 · Cited by 108 · see citing works
Koldewyn, K., Yendiki, A., Weigelt, S., Hyowon Gweon, C., Julian, J. B., Richardson, H., Malloy, C., Saxe, R. R., Fischl, B. R., & Kanwisher, N. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1324037111 · Cited by 98 · see citing works
Tang, C. Y., Eaves, E. L., Ng, J., Carpenter, D. M., Mai, X., Schroeder, D. H., Condon, C. A., Colom, R., & Haier, R. J. (2010) · Intelligence · doi:10.1016/j.intell.2010.03.003 · Cited by 85 · see citing works
Multisensory integration in children: A preliminary ERP study
Brett‐Green, B., Miller, L. J., Gavin, W. J., & Davies, P. L. (2008) · Brain Research · doi:10.1016/j.brainres.2008.03.090 · Cited by 49 · see citing works
Smith, C. D., Lori, N. F., Akbudak, E., Sorar, E., Gultepe, E., Shimony, J. S., McKinstry, R. C., & Conturo, T. E. (2009) · Journal of Magnetic Resonance Imaging · doi:10.1002/jmri.21692 · Cited by 47 · see citing works
McGrath, J., Johnson, K. A., O’Hanlon, E., Garavan, H., Gallagher, L., & Leemans, A. (2013) · Autism Research · doi:10.1002/aur.1290 · Cited by 32 · see citing works
Haas, B. W., Hoeft, F., Barnea‐Goraly, N., Golarai, G., Bellugi, U., & Reiss, A. L. (2011) · Genes Brain & Behavior · doi:10.1111/j.1601-183x.2011.00733.x · Cited by 21 · see citing works
A network analysis of audiovisual affective speech perception
Jansma, H., Roebroeck, A. F., & Münte, T. F. (2013) · Neuroscience · doi:10.1016/j.neuroscience.2013.10.047 · Cited by 18 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [5]American Psychiatric Association (1994) American Psychiatric Association Diagnostic and statistical manual of mental disorders, Fourth Edition (DSM-IV) Washington, DC.
Cited by
Sorted by citations
Baum, S. H., Stevenson, R. A., & Wallace, M. T. (2015) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2015.09.007 · Cited by 370 · see citing works
Interplay between Oxytocin and Sensory Systems in the Orchestration of Socio-Emotional Behaviors
Grinevich, V., & Stoop, R. (2018) · Neuron · doi:10.1016/j.neuron.2018.07.016 · Cited by 139 · see citing works
Early enhanced processing and delayed habituation to deviance sounds in autism spectrum disorder
Hudac, C. M., DesChamps, T. D., Arnett, A. B., Cairney, B. E., Ma, R., Webb, S. J., & Bernier, R. A. (2018) · Brain and Cognition · doi:10.1016/j.bandc.2018.03.004 · Cited by 81 · see citing works
Self-citationTsuji, S., Yuhi, T., Furuhara, K., Ohta, S., Shimizu, Y., & Higashida, H. (2015) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2015.00058 · Cited by 75 · see citing works
Autism and the right to a hypersensitivity-friendly workspace
de Vries, B. (2021) · Public Health Ethics · doi:10.1093/phe/phab021 · Cited by 33 · see citing works
Byström, K., Grahn, P., & Hägerhäll, C. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16234673 · Cited by 27 · see citing works
- Authors
- Chang, Y.-S., Owen, J. P., Desai, S. S., Hill, S. S., Arnett, A. B., Harris, J., Marco, E. J., & Mukherjee, P.
- Affiliations
- University of California, San Francisco (US)
- Corresponding author
- Marco, Elysa J.
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2014-07-30
- Volume
- 9
- Issue
- 7
- Pages
- e103038
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC4116166
- OpenAlex
- W2048431684
- Cited by
- 149
- References
- 46
- Citations by year
- 2026: 6 · 2025: 7 · 2024: 12 · 2023: 27 · 2022: 8 · 2021: 13 · 2020: 14 · 2019: 19 · 2018: 13 · 2017: 8 · 2016: 11 · 2015: 10 · 2014: 1
- FWCI
- 5.58
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- eScholarship (California Digital Library) (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Funders
- Simons Foundation
- National Institutes of Health (NIH-R01, KL2TR000143, RR024130)
- National Institute of Mental Health (K23MH083890)
- National Institute of Neurological Disorders and Stroke (R01NS060776)
- National Center for Research Resources (KL2RR024130)
- National Center for Advancing Translational Sciences
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Neurodevelopmental Disorders
- Keywords
- autism spectrum disorder, sensory processing disorders, white matter connectivity, sensory pathways, social-emotional processing, fractional anisotropy, auditory processing, working memory, social skills, inattention, dimensional approach, neurodevelopmental disorders
- MeSH terms
- Autistic Disorder, Child, Emotions, Female, Humans, Male, Perceptual Disorders, Social Behavior, Connectome, White Matter
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review