Late fMRI Response Components Are Altered in Autism Spectrum Disorder
Open accessAbstract
Disrupted cortical neural inhibition has been hypothesized to be a primary contributor to the pathophysiology of autism spectrum disorder (ASD). This hypothesis predicts that ASD will be associated with an increase in neural responses. We tested this prediction by comparing fMRI response magnitudes to simultaneous visual, auditory, and motor stimulation in ASD and neurotypical (NT) individuals. No increases in the initial transient response in any brain region were observed in ASD, suggesting that there is no increase in overall cortical neural excitability. Most notably, there were widespread fMRI magnitude increases in the ASD response following stimulation offset, approximately 6-8 s after the termination of sensory and motor stimulation. In some regions, the higher fMRI offset response in ASD could be attributed to a lack of an "undershoot"-an often observed feature of fMRI responses believed to reflect inhibitory processing. Offset response magnitude was associated with reaction times (RT) in the NT group and may explain an overall reduced RT in the ASD group. Overall, our results suggest that increases in neural responsiveness are present in ASD but are confined to specific components of the neural response, are particularly strong following stimulation offset, and are linked to differences in RT.
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Larger fMRI amplitudes are found at later response components, approximately 6-8 s after stimulus presentation, in ASD.
“Although results show similar patterns of transient response in ASD and TD groups for all cortical regions, larger fMRI amplitudes were found at later response components, approximately 6–8 s after stimulus presentation (stimulus duration of 20 s) (Murray et al. 2020).”
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 Murray et al. 2020
The Results (Regions-of-Interest) report no group difference in the initial transient response and a more prominent difference in the later offset response, with the undershoot in neurotypical participants peaking about 6–8 s after the stimulation ended. The Methods (MRI Data Analysis) place the offset window at 26–30 s after stimulus onset, following a 20-s block. Thus, the larger late response in ASD is supported, but the cited timing is after stimulus termination, not 6–8 s after presentation. (LLM, conf=0.90)
Experimental — accuracy not yet measuredNo increase in the initial transient response is found in ASD individuals.
“Results showed no increase in the initial transient response in ASD individuals, with widespread changes in stimulus offset responses (Murray et al. 2020).”
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 Murray et al. 2020
Widespread changes in stimulus offset responses are found in ASD individuals.
“Results showed no increase in the initial transient response in ASD individuals, with widespread changes in stimulus offset responses (Murray et al. 2020).”
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 Murray et al. 2020
Similar patterns of transient response are found in ASD and TD groups for all cortical regions.
“Although results show similar patterns of transient response in ASD and TD groups for all cortical regions, larger fMRI amplitudes were found at later response components, approximately 6–8 s after stimulus presentation (stimulus duration of 20 s) (Murray et al. 2020).”
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 Murray et al. 2020
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Cites
Describing the Sensory Abnormalities of Children and Adults with Autism
Leekam, S. R., Nieto, C., Libby, S. J., Wing, L., & Gould, J. (2007) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-006-0218-7 · Cited by 1,140 · 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
Rogers, S. J., & Ozonoff, S. (2005) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2005.01431.x · Cited by 597 · see citing works
Unreliable evoked responses in autism
Dinstein, I., Heeger, D. J., Lorenzi, L., Minshew, N. J., Malach, R., & Behrmann, M. (2012) · Neuron · doi:10.1016/j.neuron.2012.07.026 · Cited by 318 · see citing works
Recent Advances in Autism Research as Reflected in DSM-5 Criteria for Autism Spectrum Disorder
Lord, C., & Bishop, S. L. (2015) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032814-112745 · Cited by 224 · see citing works
Milne, E. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00051 · Cited by 217 · see citing works
Overreactive brain responses to sensory stimuli in youth with autism spectrum disorders
Green, S. A., Rudie, J. D., Colich, N. L., Wood, J. J., Shirinyan, D., Hernandez, L., Tottenham, N., Dapretto, M., & Bookheimer, S. Y. (2013) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2013.08.004 · Cited by 207 · see citing works
Transient BOLD responses at block transitions
Fox, M. D., Snyder, A. Z., Barch, D. M., Gusnard, D. A., & Raichle, M. E. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.06.025 · Cited by 122 · see citing works
Cortical variability in the sensory-evoked response in autism
Haigh, S. M., Heeger, D. J., Dinstein, I., Minshew, N., & Behrmann, M. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2276-6 · Cited by 113 · see citing works
Flagged first, then by citations
Research works printed but not linked: 45
- American Psychiatric Association (2013). Diagnostic and Statistical Manual of Mental Disorders (5th Edition). Arlington, VA: American Psychiatric Publishing.
- Antoine M. W. Langberg T. Schnepel P. Feldman D. E. (2019). Increased excitation-inhibition ratio stabilizes synapse and circuit excitability in four autism mouse models. Neuron 101, 648.e4– 661.e4. 10.1016/j.neuron.2018.12.026 30679017 PMC6733271 · DOI · Paper page
- Benda J. Herz A. V. (2003). A universal model for spike-frequency adaptation. Neural Comput. 15, 2523– 2564. 10.1162/089976603322385063 14577853 · DOI
- Brandwein A. B. Foxe J. J. Butler J. S. Frey H.-P. Bates J. C. Shulman L. H.. (2015). Neurophysiological indices of atypical auditory processing and multisensory integration are associated with symptom severity in autism. J. Autism Dev. Disord. 45, 230– 244. 10.1007/s10803-014-2212-9 25245785 PMC4289100 · DOI · Paper page
- Butler J. S. Molholm S. Andrade G. N. Foxe J. J. (2016). An examination of the neural unreliability thesis of autism. Cereb. Cortex 27, 185– 200. 10.1093/cercor/bhw375 27923839 PMC5939224 · DOI
- Chen J. J. Pike G. B. (2009). Origins of the BOLD post-stimulus undershoot. NeuroImage 46, 559– 568. 10.1016/j.neuroimage.2009.03.015 19303450 · DOI
- Coghlan S. Horder J. Inkster B. Mendez M. A. Murphy D. G. Nutt D. J. (2012). GABA system dysfunction in autism and related disorders: from synapse to symptoms. Neurosci. Biobehav. Rev. 36, 2044– 2055. 10.1016/j.neubiorev.2012.07.005 22841562 PMC4477717 · DOI
- Connors B. W. Gutnick M. J. (1990). Intrinsic firing patterns of diverse neocortical neurons. Trends Neurosci. 13, 99– 104. 10.1016/0166-2236(90)90185-d 1691879 · DOI
- Fatemi S. H. Reutiman T. J. Folsom T. D. Thuras P. D. (2009). GABA A receptor downregulation in brains of subjects with autism. J. Autism Dev. Disord. 39, 223– 230. 10.1007/s10803-008-0646-7 18821008 PMC2697059 · DOI · Paper page
- Ford T. C. Crewther D. P. (2016). A comprehensive review of the 1H-MRS metabolite spectrum in autism spectrum disorder. Front. Mol. Neurosci. 9: 14. 10.3389/fnmol.2016.00014 27013964 PMC4783404 · DOI
- Foss-Feig J. H. Adkinson B. D. Ji J. L. Yang G. Srihari V. H. McPartland J. C.. (2017). Searching for cross-diagnostic convergence: neural mechanisms governing excitation and inhibition balance in schizophrenia and autism spectrum disorders. Biol. Psychiatry 81, 848– 861. 10.1016/j.biopsych.2017.03.005 28434615 PMC5436134 · DOI
- Green S. A. Hernandez L. Bookheimer S. Y. Dapretto M. (2016). Salience network connectivity in autism is related to brain and behavioral markers of sensory overresponsivity. J. Am. Acad. Child Adolesc. Psychiatry 55, 618.e1– 626.e1. 10.1016/j.jaac.2016.04.013 27343889 PMC4924541 · DOI
- Green S. A. Hernandez L. Tottenham N. Krasileva K. Bookheimer S. Y. Dapretto M. (2015). Neurobiology of sensory overresponsivity in youth with autism spectrum disorders. JAMA Psychiatry 72, 778– 786. 10.1001/jamapsychiatry.2015.0737 26061819 PMC4861140 · DOI
- Hanlon F. M. Shaff N. A. Dodd A. B. Ling J. M. Bustillo J. R. Abbott C. C.. (2016). Hemodynamic response function abnormalities in schizophrenia during a multisensory detection task. Hum. Brain Mapp. 37, 745– 755. 10.1002/hbm.23063 26598791 PMC4718785 · DOI
- Harms M. P. Melcher J. R. (2003). Detection and quantification of a wide range of fMRI temporal responses using a physiologically-motivated basis set. Hum. Brain Mapp. 20, 168– 183. 10.1002/hbm.10136 14601143 PMC1866291 · DOI
- Hasan A. Wobrock T. Grefkes C. Labusga M. Levold K. Schneider-Axmann T.. (2012). Deficient inhibitory cortical networks in antipsychotic-naive subjects at risk of developing first-episode psychosis and first-episode schizophrenia patients: a cross-sectional study. Biol. Psychiatry 72, 744– 751. 10.1016/j.biopsych.2012.03.005 22502988 · DOI
- Heeger D. J. Behrmann M. Dinstein I. (2017). Vision as a beachhead. Biol. Psychiatry 81, 832– 837. 10.1016/j.biopsych.2016.09.019 27884424 · DOI
- Hoftman G. D. Volk D. W. Bazmi H. H. Li S. Sampson A. R. Lewis D. A. (2015). Altered cortical expression of GABA-related genes in schizophrenia: illness progression vs. developmental disturbance. Schizophr. Bull. 41, 180– 191. 10.1093/schbul/sbt178 24361861 PMC4266281 · DOI
- Kastrup A. Baudewig J. Schnaudigel S. Huonker R. Becker L. Sohns J. M.. (2008). Behavioral correlates of negative BOLD signal changes in the primary somatosensory cortex. NeuroImage 41, 1364– 1371. 10.1016/j.neuroimage.2008.03.049 18495495 · DOI
- Kolodny T. Schallmo M.-P. Gerdts J. Bernier R. A. Murray S. O. (2020a). Response dissociation in hierarchical cortical circuits: a unique feature of autism spectrum disorder. J. Neurosci. 40, 2269– 2281. 10.1523/JNEUROSCI.2376-19.2020 32015023 PMC7083290 · DOI
- Kolodny T. Schallmo M. P. Gerdts J. Edden R. A. Bernier R. A. Murray S. O. (2020b). Concentrations of cortical GABA and glutamate in young adults with autism spectrum disorder. Autism Res. [Epub ahead of print]. 10.1002/aur.2300 32297709 PMC7387217 · DOI
- Kopp-Scheinpflug C. Sinclair J. L. Linden J. F. (2018). When sound stops: offset responses in the auditory system. Trends Neurosci. 41, 712– 728. 10.1016/j.tins.2018.08.009 30274606 · DOI
- Leventhal A. G. Wang Y. Pu M. Zhou Y. Ma Y. (2003). GABA and its agonists improved visual cortical function in senescent monkeys. Science 300, 812– 815. 10.1126/science.1082874 12730605 · DOI
- Lewis D. A. Hashimoto T. Volk D. W. (2005). Cortical inhibitory neurons and schizophrenia. Nat. Rev. Neurosci. 6, 312– 324. 10.1038/nrn1648 15803162 · DOI · Paper page
- Liu Y.-H. Wang X.-J. (2001). Spike-frequency adaptation of a generalized leaky integrate-and-fire model neuron. J. Comput. Neurosci. 10, 25– 45. 10.1023/a:1008916026143 11316338 · DOI
- Millin R. Kolodny T. Flevaris A. V. Kale A. M. Schallmo M.-P. Gerdts J.. (2018). Reduced auditory cortical adaptation in autism spectrum disorder. Elife 7: e36493. 10.7554/eLife.36493 30362457 PMC6203433 · DOI · Paper page
- Mullinger K. J. Cherukara M. T. Buxton R. B. Francis S. T. Mayhew S. D. (2017). Post-stimulus fMRI and EEG responses: evidence for a neuronal origin hypothesised to be inhibitory. NeuroImage 157, 388– 399. 10.1016/j.neuroimage.2017.06.020 28610902 PMC6475192 · DOI
- Mullinger K. J. Mayhew S. D. Bagshaw A. P. Bowtell R. Francis S. T. (2013). Poststimulus undershoots in cerebral blood flow and BOLD fMRI responses are modulated by poststimulus neuronal activity. Proc. Natl. Acad. Sci. U S A 110, 13636– 13641. 10.1073/pnas.1221287110 23898206 PMC3746922 · DOI
- Murray S. O. Schallmo M.-P. Kolodny T. Millin R. Kale A. Thomas P.. (2018). Sex differences in visual motion processing. Curr. Biol. 28, 2794.e3– 2799.e3. 10.1016/j.cub.2018.06.014 30122530 PMC6133755 · DOI
- Nelson S. B. Valakh V. (2015). Excitatory/inhibitory balance and circuit homeostasis in autism spectrum disorders. Neuron 87, 684– 698. 10.1016/j.neuron.2015.07.033 26291155 PMC4567857 · DOI · Paper page
- Priebe N. J. Churchland M. M. Lisberger S. G. (2002). Constraints on the source of short-term motion adaptation in macaque area MT: I. The role of input and intrinsic mechanisms. J. Neurophysiol. 88, 354– 369. 10.1152/jn.00852.2001 12091560 PMC2581621 · DOI
- Priebe N. J. Lisberger S. G. (2002). Constraints on the source of short-term motion adaptation in macaque area MT: II. Tuning of neural circuit mechanisms. J. Neurophysiol. 88, 370– 382. 10.1152/jn.2002.88.1.370 12091561 PMC2581620 · DOI
- Qin L. Chimoto S. Sakai M. Wang J. Sato Y. (2007). Comparison between offset and onset responses of primary auditory cortex ON-OFF neurons in awake cats. J. Neurophysiol. 97, 3421– 3431. 10.1152/jn.00184.2007 17360820 · DOI
- Robertson C. E. Baron-Cohen S. (2017). Sensory perception in autism. Nat. Rev. Neurosci. 18, 671– 684. 10.1038/nrn.2017.112 28951611 · DOI · Paper page
- Robertson C. E. Ratai E.-M. Kanwisher N. (2016). Reduced GABAergic action in the autistic brain. Curr. Biol. 26, 80– 85. 10.1016/j.cub.2015.11.019 26711497 · DOI · Paper page
- Rogers S. J. Hepburn S. Wehner E. (2003). Parent reports of sensory symptoms in toddlers with autism and those with other developmental disorders. J. Autism Dev. Disord. 33, 631– 642. 10.1023/b:jadd.0000006000.38991.a7 14714932 · DOI · Paper page
- Rubenstein J. Merzenich M. (2003). Model of autism: increased ratio of excitation/inhibition in key neural systems. Genes Brain Behav. 2, 255– 267. 10.1034/j.1601-183x.2003.00037.x 14606691 PMC6748642 · DOI · Paper page
- Schallmo M.-P. Kale A. M. Millin R. Flevaris A. V. Brkanac Z. Edden R. A.. (2018). Suppression and facilitation of human neural responses. Elife 7: e30334. 10.7554/eLife.30334 29376822 PMC5812713 · DOI
- Schallmo M.-P. Millin R. Kale A. M. Kolodny T. Edden R. A. Bernier R. A.. (2019). Glutamatergic facilitation of neural responses in MT enhances motion perception in humans. NeuroImage 184, 925– 931. 10.1016/j.neuroimage.2018.10.001 30312807 PMC6230494 · DOI
- Shmuel A. Augath M. Oeltermann A. Logothetis N. K. (2006). Negative functional MRI response correlates with decreases in neuronal activity in monkey visual area V1. Nat. Neurosci. 9, 569– 577. 10.1038/nn1675 16547508 · DOI · Paper page
- Siegel J. S. Power J. D. Dubis J. W. Vogel A. C. Church J. A. Schlaggar B. L.. (2014). Statistical improvements in functional magnetic resonance imaging analyses produced by censoring high-motion data points. Hum. Brain Mapp. 35, 1981– 1996. 10.1002/hbm.22307 23861343 PMC3895106 · DOI · Paper page
- Stan A. D. Lewis D. A. (2012). Altered cortical GABA neurotransmission in schizophrenia: insights into novel therapeutic strategies. Curr. Pharm. Biotechnol. 13, 1557– 1562. 10.2174/138920112800784925 22283765 PMC3345302 · DOI
- Takarae Y. Sablich S. R. White S. P. Sweeney J. A. (2016). Neurophysiological hyperresponsivity to sensory input in autism spectrum disorders. J. Neurodev. Disord. 8: 29. 10.1186/s11689-016-9162-9 27504143 PMC4976475 · DOI
- Talairach J. Tournoux P. (1988). Co-Planar Stereotaxic Atlas of the Human Brain: 3-Dimensional Proportional System: An Approach to Cerebral Imaging. Stuttgart; New York, NY: Georg Thieme.
- Uludağ K. (2008). Transient and sustained BOLD responses to sustained visual stimulation. Magn. Reson. Imaging 26, 863– 869. 10.1016/j.mri.2008.01.049 18479869 · DOI
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Gonçalves, A. M., & Monteiro, P. (2023) · Journal of Neural Transmission · doi:10.1007/s00702-023-02595-9 · Cited by 88 · see citing works
- Authors
- Murray, S. O., Kolodny, T., Schallmo, M.-P., Gerdts, J., & Bernier, R. A.
- Affiliations
- University of Washington (US)
- University of Minnesota (US)
- Corresponding author
- Murray, Scott O.
- Venue
- Frontiers in Human Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2020-06-30
- Volume
- 14
- Pages
- 241-241
- ISSN
- 1662-5161 (ISSN-L)
- PMC
- PMC7338757
- OpenAlex
- W3037395630
- Cited by
- 7
- References
- 9
- Citations by year
- 2026: 1 · 2024: 2 · 2023: 2 · 2022: 2
- FWCI
- 0.54
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Human Neuroscience (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute of Mental Health
- 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 › Functional Brain Connectivity Studies
- Keywords
- autism spectrum disorder, neural inhibition, cortical excitability, undershoot, reaction time, sensory stimulation, motor stimulation
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