Neural correlates of taste reactivity in autism spectrum disorder

Jason A Avery, John E Ingeholm, Sophie Wohltjen, Meghan Collins, Cameron D Riddell, Stephen J Gotts, Lauren Kenworthy, Gregory L Wallace, W Kyle Simmons, Alex Martin, Jason A Avery, John E Ingeholm, Sophie Wohltjen, Meghan Collins, Cameron D Riddell, Stephen J Gotts, Lauren Kenworthy, Gregory L Wallace, W Kyle Simmons, Alex Martin

Abstract

Selective or 'picky' eating habits are common among those with autism spectrum disorder (ASD). These behaviors are often related to aberrant sensory experience in individuals with ASD, including heightened reactivity to food taste and texture. However, very little is known about the neural mechanisms that underlie taste reactivity in ASD. In the present study, food-related neural responses were evaluated in 21 young adult and adolescent males diagnosed with ASD without intellectual disability, and 21 typically-developing (TD) controls. Taste reactivity was assessed using the Adolescent/Adult Sensory Profile, a clinical self-report measure. Functional magnetic resonance imaging was used to evaluate hemodynamic responses to sweet (vs. neutral) tastants and food pictures. Subjects also underwent resting-state functional connectivity scans.The ASD and TD individuals did not differ in their hemodynamic response to gustatory stimuli. However, the ASD subjects, but not the controls, exhibited a positive association between self-reported taste reactivity and the response to sweet tastants within the insular cortex and multiple brain regions associated with gustatory perception and reward. There was a strong interaction between diagnostic group and taste reactivity on tastant response in brain regions associated with ASD pathophysiology, including the bilateral anterior superior temporal sulcus (STS). This interaction of diagnosis and taste reactivity was also observed in the resting state functional connectivity between the anterior STS and dorsal mid-insula (i.e., gustatory cortex).These results suggest that self-reported heightened taste reactivity in ASD is associated with heightened brain responses to food-related stimuli and atypical functional connectivity of primary gustatory cortex, which may predispose these individuals to maladaptive and unhealthy patterns of selective eating behavior.

Trial registration: (clinicaltrials.gov identifier) NCT01031407. Registered: December 14, 2009.

Keywords: Autism; Food; Insula; Superior temporal sulcus; Taste; fMRI.

Figures

Fig. 1
Fig. 1
Self-reported taste reactivity is related to the brain's response to sweet tastants in subjects with ASD. A. Within gustatory-responsive regions of left anterior and left mid insula (identified with a gustatory localizer), the response to sweet vs. neutral tastants in ASD subjects (but not TD controls) was positively related to a clinical measure of taste reactivity. B. A whole brain analysis of this relationship identified a host of brain regions associated with gustation, reward, and ASD pathophysiology exhibiting a positive relationship between taste reactivity and tastant response in ASD subjects. No similar relationships were observed in the analysis of TD subjects. AASP – Adolescent/Adult Sensory Profile; ASD - Autism Spectrum Disorder; TD – Typically Developing (control group); OFC – Orbitofrontal Cortex; ACC – Anterior Cingulate Cortex; PCC – Posterior Cingulate Cortex; STS – Superior Temporal Sulcus.
Fig. 2
Fig. 2
Brain regions exhibiting group differences in the relationship between taste reactivity and the response to food stimuli. A. Several brain regions (coronal and sagittal slices below) were identified in a whole-brain analysis examining the interaction of group (ASD vs. TD) by taste reactivity on the response to sweet vs. neutral tastants. B. (Left scatterplot) The beta weights, extracted and averaged across each of those brain regions, demonstrates the crossover interaction of tastant response by taste reactivity in ASD and TD groups. C. (Right scatterplot) A similar Region-Of-Interest (ROI) analysis using data from the Food Picture task demonstrates that these brain regions exhibit the same crossover interaction effect for the response to food vs. object pictures. AASP – Adolescent/Adult Sensory Profile; ASD - Autism Spectrum Disorder; TD – Typically Developing (control group).
Fig. 3
Fig. 3
Interactions of diagnosis and taste reactivity on the resting-state connectivity of the anterior superior temporal sulcus. We examined the seed-based connectivity of each of brain region that displayed a significant group by taste reactivity interaction of the response to food stimuli (see Fig. 2a). The bilateral anterior superior temporal sulcus (STS) exhibited a similar interaction in its resting-state connectivity to the bilateral dorsal mid-insular cortex. Scatterplots, included for display purposes only, show the direction of connectivity × taste reactivity relationships within 5 mm spheres around peak voxels in left and right mid-insula. AASP – Adolescent/Adult Sensory Profile; ASD - Autism Spectrum Disorder; TD – Typically Developing (control group).

References

    1. Adolphs R. The neurobiology of social cognition. Curr. Opin. Neurobiol. 2001;11:231–239.
    1. Adolphs R., Sears L., Piven J. Abnormal processing of social information from faces in autism. J. Cogn. Neurosci. 2001:232–240.
    1. Allison T., Puce A., McCarthy G. Social perception from visual cues: role of the STS region. Trends Cogn. Sci. 2000;4:267–278.
    1. Amaral D.G., Schumann C.M., Nordahl C.W. Neuroanatomy of autism. Trends Neurosci. 2008:137–145.
    1. Anderson S.E., Must A., Curtin C., Bandini L.G. Meals in our household: reliability and initial validation of a questionnaire to assess child mealtime behaviors and family mealtime environments. J. Acad. Nutr. Diet. 2012;112:276–284.
    1. Avery J.A., Kerr K.L., Ingeholm J.E., Burrows K., Bodurka J., Simmons W.K. A common gustatory and interoceptive representation in the human mid-insula. Hum. Brain Mapp. 2015;36:2996–3006.
    1. Avery J.A., Gotts S.J., Kerr K.L., Burrows K., Ingeholm J.E., Bodurka J., Martin A., Kyle Simmons W. Convergent gustatory and viscerosensory processing in the human dorsal mid-insula. Hum. Brain Mapp. 2017;38:2150–2164.
    1. Barnes C.L., Pandya D.N. Efferent cortical connections of multimodal cortex of the superior temporal sulcus in the rhesus monkey. J. Comp. Neurol. 1992;318:222–244.
    1. Beauchamp M.S., Lee K.E., Argall B.D., Martin A. Integration of auditory and visual information about objects in superior temporal sulcus. Neuron. 2004;41:809–823.
    1. Beauchamp M.S., Yasar N.E., Frye R.E., Ro T. Touch, sound and vision in human superior temporal sulcus. NeuroImage. 2008;41:1011–1020.
    1. Bennetto L., Kuschner E.S., Hyman S.L. Olfaction and taste processing in autism. Biol. Psychiatry. 2007;62:1015–1021.
    1. Berkman N.D., Lohr K.N., Bulik C.M. Outcomes of eating disorders: a systematic review of the literature. Int. J. Eat. Disord. 2007:293–309.
    1. Bigler E.D., Mortensen S., Neeley E.S., Ozonoff S., Krasny L., Johnson M., Lu J., Provencal S.L., McMahon W., Lainhart J.E. Superior temporal gyrus, language function, and autism. Dev. Neuropsychol. 2007;31:217–238.
    1. Birch L.L. Development of food preferences. Annu. Rev. Nutr. 1999;19:41–62.
    1. Boddaert N., Chabane N., Gervais H., Good C.D., Bourgeois M., Plumet M.H., Barthelemy C., Mouren M.C., Artiges E., Samson Y., Brunelle F., Frackowiak R.S., Zilbovicius M. Superior temporal sulcus anatomical abnormalities in childhood autism: a voxel-based morphometry MRI study. NeuroImage. 2004;23:364–369.
    1. Brown C. In: Adult/Adolescent Sensory Profile: User's Manual. Dunn W., editor. Psychological Corporation; San Antonio: 2002.
    1. Camhi S.M., Whitney Evans E., Hayman L.L., Lichtenstein A.H., Must A. Healthy eating index and metabolically healthy obesity in U.S. adolescents and adults. Prev. Med. 2015;77:23–27.
    1. Cascio C.J., Foss-Feig J.H., Heacock J.L., Newsom C.R., Cowan R.L., Benningfield M.M., Rogers B.P., Cao A. Response of neural reward regions to food cues in autism spectrum disorders. J. Neurodev. Disord. 2012;4:9.
    1. Cerliani L., Mennes M., Thomas R.M., Di Martino A., Thioux M., Keysers C. Increased functional connectivity between subcortical and cortical resting-state networks in autism spectrum disorder. JAMA Psychiat. 2015;72:767–777.
    1. Cermak S.A., Curtin C., Bandini L.G. Food selectivity and sensory sensitivity in children with autism spectrum disorders. J. Am. Diet. Assoc. 2010:238–246.
    1. Cheng W., Rolls E.T., Gu H., Zhang J., Feng J. Autism: reduced connectivity between cortical areas involved in face expression, theory of mind, and the sense of self. Brain. 2015;138:1382–1393.
    1. Damiano C.R., Aloi J., Burrus C., Garbutt J.C., Kampov-Polevoy A.B., Dichter G.S. Research in Autism Spectrum Disorders. 2014. Intact hedonic responses to sweet tastes in autism spectrum disorder; pp. 230–236.
    1. Diolordi L., del Balzo V., Bernabei P., Vitiello V., Donini L.M. Eating habits and dietary patterns in children with autism. Eat. Weight Disord. 2014;19:295–301.
    1. Dunn W., Westman K. The sensory profile: the performance of a national sample of children without disabilities. Am. J. Occup. Ther. 1997;51:25–34.
    1. Fodstad J.C., Matson J.L. A comparison of feeding and mealtime problems in adults with intellectual disabilities with and without autism. J. Dev. Phys. Disabil. 2008;20:541–550.
    1. Gotts S.J., Simmons W.K., Milbury L.A., Wallace G.L., Cox R.W., Martin A. Fractionation of social brain circuits in autism spectrum disorders. Brain. 2012;135:2711–2725.
    1. Green S.A., Rudie J.D., Colich N.L., Wood J.J., Shirinyan D., Hernandez L., Tottenham N., Dapretto M., Bookheimer S.Y. Overreactive brain responses to sensory stimuli in youth with autism spectrum disorders. J. Am. Acad. Child Adolesc. Psychiatry. 2013:1158–1172.
    1. Green S.A., Hernandez L., Tottenham N., Krasileva K., Bookheimer S.Y., Dapretto M. Neurobiology of sensory overresponsivity in youth with autism spectrum disorders. JAMA Psychiat. 2015;72:778–786.
    1. Green S.A., Hernandez L., Bookheimer S.Y., Dapretto M. Reduced modulation of thalamocortical connectivity during exposure to sensory stimuli in ASD. Autism Res. 2017;10:801–809.
    1. Grossman E.D., Jardine N.L., Pyles J.A. fMR-adaptation reveals invariant coding of biological motion on the human STS. Front. Hum. Neurosci. 2010;4:15.
    1. Guo X., Warden B.A., Paeratakul S., Bray G.A. Healthy eating index and obesity. Eur. J. Clin. Nutr. 2004;58:1580–1586.
    1. Hazen E.P., Stornelli J.L., O'Rourke J.A., Koesterer K., McDougle C.J. Sensory symptoms in autism spectrum disorders. Harv. Rev. Psychiatry. 2014;22:112–124.
    1. Hein G., Knight R.T. Superior temporal sulcus–It's my area: or is it? J. Cogn. Neurosci. 2008;20:2125–2136.
    1. Kral T.V., Souders M.C., Tompkins V.H., Remiker A.M., Eriksen W.T., Pinto-Martin J.A. Child eating behaviors and caregiver feeding practices in children with autism spectrum disorders. Public Health Nurs. 2015;32:488–497.
    1. Kriegeskorte N., Simmons W.K., Bellgowan P.S., Baker C.I. Circular analysis in systems neuroscience: the dangers of double dipping. Nat. Neurosci. 2009;12:535–540.
    1. Kuschner E.S., Eisenberg I.W., Orionzi B., Simmons W.K., Kenworthy L., Martin A., Wallace G.L. A preliminary study of self-reported food selectivity in adolescents and young adults with autism spectrum disorder. Res. Autism Spectr. Disord. 2015;15-16:53–59.
    1. van der Laan L.N., de Ridder D.T., Viergever M.A., Smeets P.A. The first taste is always with the eyes: a meta-analysis on the neural correlates of processing visual food cues. NeuroImage. 2011;55:296–303.
    1. Lainhart J.E., Bigler E.D., Bocian M., Coon H., Dinh E., Dawson G., Deutsch C.K., Dunn M., Estes A., Tager-Flusberg H., Folstein S., Hepburn S., Hyman S., McMahon W., Minshew N., Munson J., Osann K., Ozonoff S., Rodier P., Rogers S., Sigman M., Spence M.A., Stodgell C.J., Volkmar F. Head circumference and height in autism: a study by the collaborative program of excellence in autism. Am. J. Med. Genet. A. 2006;140:2257–2274.
    1. Lord C., Rutter M., Le Couteur A. Autism diagnostic interview-revised: a revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders. J. Autism Dev. Disord. 1994;24:659–685.
    1. Lord C., Risi S., Lambrecht L., Cook E.H., Jr., Leventhal B.L., DiLavore P.C., Pickles A., Rutter M. The autism diagnostic observation schedule-generic: a standard measure of social and communication deficits associated with the spectrum of autism. J. Autism Dev. Disord. 2000;30:205–223.
    1. Mesulam M.M., Mufson E.J. Insula of the old world monkey. III: efferent cortical output and comments on function. J. Comp. Neurol. 1982;212:38–52.
    1. Mufson E.J., Mesulam M.M. Insula of the old world monkey. II: afferent cortical input and comments on the claustrum. J. Comp. Neurol. 1982;212:23–37.
    1. Murray E.A., Moylan E.J., Saleem K.S., Basile B.M., Turchi J. Specialized areas for value updating and goal selection in the primate orbitofrontal cortex. elife. 2015;4
    1. Ogawa H., Wakita M., Hasegawa K., Kobayakawa T., Sakai N., Hirai T., Yamashita Y., Saito S. Functional MRI detection of activation in the primary gustatory cortices in humans. Chem. Senses. 2005;30:583–592.
    1. Phillips K.L., Schieve L.A., Visser S., Boulet S., Sharma A.J., Kogan M.D., Boyle C.A., Yeargin-Allsopp M. Prevalence and impact of unhealthy weight in a national sample of US adolescents with autism and other learning and behavioral disabilities. Matern. Child Health J. 2014;18:1964–1975.
    1. Ramot M., Kimmich S., Gonzalez-Castillo J., Roopchansingh V., Popal H., White E., Gotts S.J., Martin A. Direct modulation of aberrant brain network connectivity through real-time neurofeedback. elife. 2017;6
    1. Rudebeck P.H., Murray E.A. The orbitofrontal oracle: cortical mechanisms for the prediction and evaluation of specific behavioral outcomes. Neuron. 2014;84:1143–1156.
    1. Schwingshackl L., Hoffmann G. Diet quality as assessed by the healthy eating index, the alternate healthy eating index, the dietary approaches to stop hypertension score, and health outcomes: a systematic review and meta-analysis of cohort studies. J. Acad. Nutr. Diet. 2015;115(780–800)
    1. Seltzer B., Pandya D.N. Parietal, temporal, and occipital projections to cortex of the superior temporal sulcus in the rhesus monkey: a retrograde tracer study. J. Comp. Neurol. 1994;343:445–463.
    1. Sharp W.G., Berry R.C., McCracken C., Nuhu N.N., Marvel E., Saulnier C.A., Klin A., Jones W., Jaquess D.L. Feeding problems and nutrient intake in children with autism spectrum disorders: a meta-analysis and comprehensive review of the literature. J. Autism Dev. Disord. 2013;43:2159–2173.
    1. Simmons W.K., Martin A., Barsalou L.W. Pictures of appetizing foods activate gustatory cortices for taste and reward. Cereb. Cortex. 2005;15:1602–1608.
    1. Simmons W.K., Rapuano K.M., Kallman S.J., Ingeholm J.E., Miller B., Gotts S.J., Avery J.A., Hall K.D., Martin A. Category-specific integration of homeostatic signals in caudal but not rostral human insula. Nat. Neurosci. 2013;16:1551–1552.
    1. Simmons W.K., Burrows K., Avery J.A., Kerr K.L., Bodurka J., Savage C.R., Drevets W.C. Depression-related increases and decreases in appetite: dissociable patterns of aberrant activity in reward and interoceptive neurocircuitry. Am. J. Psychiatry. 2016;173(4):418–428.
    1. Small D.M. Taste representation in the human insula. Brain Struct. Funct. 2010;214:551–561.
    1. Small D.M., Jones-Gotman M., Dagher A. Feeding-induced dopamine release in dorsal striatum correlates with meal pleasantness ratings in healthy human volunteers. NeuroImage. 2003:1709–1715.
    1. Subar A.F., Kirkpatrick S.I., Mittl B., Zimmerman T.P., Thompson F.E., Bingley C., Willis G., Islam N.G., Baranowski T., McNutt S., Potischman N. The automated self-administered 24-hour dietary recall (ASA24): a resource for researchers, clinicians, and educators from the National Cancer Institute. J. Acad. Nutr. Diet. 2012;112:1134–1137.
    1. Takarae Y., Luna B., Minshew N.J., Sweeney J.A. Visual motion processing and visual sensorimotor control in autism. J. Int. Neuropsychol. Soc. 2014;20:113–122.
    1. Tavassoli T., Baron-Cohen S. Taste identification in adults with autism spectrum conditions. J. Autism Dev. Disord. 2012;42:1419–1424.
    1. Tavassoli T., Hoekstra R.A., Baron-Cohen S. The sensory perception quotient (SPQ): development and validation of a new sensory questionnaire for adults with and without autism. Mol. Autism. 2014;5:29.
    1. Veldhuizen M.G., Albrecht J., Zelano C., Boesveldt S., Breslin P., Lundstrom J.N. Identification of human gustatory cortex by activation likelihood estimation. Hum. Brain Mapp. 2011;32:2256–2266.
    1. Verhoeven J.S., De Cock P., Lagae L., Sunaert S. Neuroimaging of autism. Neuroradiology. 2010;52(1):3–14.
    1. Williams P.G., Dalrymple N., Neal J. Eating habits of children with autism. Pediatr. Nurs. 2000;26:259–264.
    1. Yeung A.W.K., Goto T.K., Leung W.K. Basic taste processing recruits bilateral anteroventral and middle dorsal insulae: an activation likelihood estimation meta-analysis of fMRI studies. Brain Behav. 2017;7
    1. Zilbovicius M., Saitovitch A., Popa T., Rechtman E., Diamandis L., Chabane N., Brunelle F., Samson Y., Boddaert N. Autism, social cognition and superior temporal sulcus. OJPsych. 2013:46–55.

Source: PubMed

3
Subscribe