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Neuroimages in Autism

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Translational Approaches to Autism Spectrum Disorder

Abstract

This chapter summarizes findings of the morphological and functional brain changes in autistic spectrum disorders (ASD), demonstrated by a growing body of researches that employs diverse neuroimaging methods. We discuss major anatomical findings from studies in ASD utilizing structural magnetic resonance imaging (MRI) and diffusion tensor imaging (DTI). We also explore findings from functional MRI (fMRI) studies, including task-related activation studies and functional connectivity. Regional changes in brain metabolism are examined using magnetic resonance spectroscopy (MRS) and nuclear medicine techniques, including positron emission tomography (PET) and single-photon emission tomography (SPECT). Finally, we highlight directions for continued research in neuroimaging of ASD at a network level using graph theoretical approaches.

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References

  • Aleman-Gómez Y, Melie L, Valdes P (2006) IBASPM: toolbox for automatic parcellation of brain structures Presented at the 12th Annual Meeting of the Organization for Human Brain Mapping, Florence, Italy. Available on CD-Rom in NeuroImage, vol 27, no 1

    Google Scholar 

  • Alexander AL, Lee JE, Lazar M, Boudos R, DuBray MB, Oakes TR et al (2007) Diffusion tensor imaging of the corpus callosum in autism. Neuroimage 34:61–73

    Article  PubMed  Google Scholar 

  • Anagnostou E, Taylor MJ (2011) Review of neuroimaging in autism spectrum disorders: what have we learned and where we go from here. Mol Autism 2:4

    Article  PubMed Central  PubMed  Google Scholar 

  • Aoki Y, Abe O, Nippashi Y, Yamasue H (2013) Comparison of white matter integrity between autism spectrum disorder subjects and typically developing individuals: a meta-analysis of diffusion tensor imaging tractography studies. Mol Autism 4:25

    Article  PubMed Central  PubMed  Google Scholar 

  • Bakhtiari R, Zurcher NR, Rogier O, Russo B, Hippolyte L, Granziera C et al (2012) Differences in white matter reflect atypical developmental trajectory in autism: a tract-based Spatial Statistics study. Neuroimage Clin 1:48–56

    Article  PubMed Central  PubMed  Google Scholar 

  • Brambilla P, Hardan A, di Nemi S, Perez J, Soares J, Barale F (2003) Brain anatomy and development in autism: review of structural MRI studies. Brain Res Bull 61:557–569

    Article  PubMed  Google Scholar 

  • Bejjani A, O’Neill J, Kim JA, Frew AJ, Yee VW, Ly R et al (2012) Elevated glutamatergic compounds in pregenual anterior cingulate in pediatric autism spectrum disorder demonstrated by 1H MRS and 1H MRSI. PLoS One 7:e38786

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Bernardi S, Anagnostou E, Shen J, Kolevzon A, Buxbaum JD, Hollander E et al (2011) In vivo 1H-magnetic resonance spectroscopy study of the attentional networks in autism. Brain Res 1380:198–205

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Brieber S, Neufang S, Bruning N, Kamp-Becker I, Remschmidt H, Herpertz-Dahlmann B et al (2007) Structural brain abnormalities in adolescents with autism spectrum disorder and patients with attention deficit/hyperactivity disorder. J Child Psychol Psychiatr 48:1251–1258

    Article  Google Scholar 

  • Brown MS, Singel D, Hepburn S, Rojas DC (2013) Increased glutamate concentration in the auditory cortex of persons with autism and first-degree relatives: a (1)H-MRS study. Autism Res 6:1–10

    Article  PubMed Central  PubMed  Google Scholar 

  • Brun CC, Nicolson R, Lepore N, Chou YY, Vidal CN, DeVito TJ et al (2009) Mapping brain abnormalities in boys with autism. Hum Brain Mapp 30:3887–3900

    Article  PubMed Central  PubMed  Google Scholar 

  • Casanova MF (2006) Neuropathological and genetic findings in autism: the significance of a putative minicolumnopathy. Neuroscientist 12:435–441

    Article  PubMed  Google Scholar 

  • Casanova M, Trippe J (2009) Radial cytoarchitecture and patterns of cortical connectivity in autism. Philos Trans R Soc Lond B Biol Sci 364:1433–1436

    Article  PubMed Central  PubMed  Google Scholar 

  • Cauda F, Costa T, Palermo S, D’Agata F, Diano M, Bianco F et al (2014) Concordance of white matter and gray matter abnormalities in autism spectrum disorders: a voxel-based meta-analysis study. Hum Brain Mapp 35:2073–2098

    Article  PubMed  Google Scholar 

  • Chen R, Jiao Y, Herskovits EH (2011) Structural MRI in autism spectrum disorder. Pediatr Res 69:63R–68R

    Article  PubMed Central  PubMed  Google Scholar 

  • Chugani DC (2012) Neuroimaging and neurochemistry of autism. Pediatr Clin North Am 59:63–73

    Article  PubMed  Google Scholar 

  • Chugani DC, Muzik O, Rothermel RD, Behen M, Chakraborty PK, Mangner TJ et al (1997) Altered serotonin synthesis in the dentatothalamocortical pathway in autistic boys. Ann Neurol 42:666–669

    Article  CAS  PubMed  Google Scholar 

  • Chung MK, Dalton KM, Alexander AL, Davidson RJ (2004) Less white matter concentration in autism: 2D voxel-based morphometry. Neuroimage 23:242–251

    Article  PubMed  Google Scholar 

  • Coben R, Mohammad-Rezazadeh I, Cannon RL (2014) Using quantitative and analytic EEG methods in the understanding of connectivity in autism spectrum disorders: a theory of mixed over- and under-connectivity. Front Hum Neurosci 8:45

    Article  PubMed Central  PubMed  Google Scholar 

  • Corrigan NM, Richards TL, Treffert DA, Dager SR (2012) Toward a better understanding of the savant brain. Compr Psychiatr 53:706–717

    Article  Google Scholar 

  • Courchesne E, Karns CM, Davis HR, Ziccardi R, Carper RA, Tigue ZD et al (2001) Unusual brain growth patterns in early life in patients with autistic disorder: an MRI study. Neurology 57:245–254

    Article  CAS  PubMed  Google Scholar 

  • Dennis EL, Thompson PM (2013) Typical and atypical brain development: a review of neuroimaging studies. Dialogues Clin Neurosci 15:359–384

    PubMed Central  PubMed  Google Scholar 

  • DeVito TJ, Drost DJ, Neufeld RW, Rajakumar N, Pavlosky W, Williamson P et al (2007) Evidence for cortical dysfunction in autism: a proton magnetic resonance spectroscopic imaging study. Biol Psychiatr 61:465–473

    Article  Google Scholar 

  • Dichter GS (2012) Functional magnetic resonance imaging of autism spectrum disorders. Dialogues Clin Neurosci 14:319–330

    PubMed Central  PubMed  Google Scholar 

  • DiMartino A, Ross K, Uddin L, Sklar AB, Castellanos FX, Milham MP (2009) Functional brain correlates of social and non-social processes in autism spectrum disorders: an ALE meta-analysis. Biol Psychiatr 65:63–74

    Article  Google Scholar 

  • DiMartino A, Yan CG, Li Q, Denio E, Castellanos FX, Alaerts K et al (2014) The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism. Mol Psychiatr 19:659–667

    Google Scholar 

  • Doyle-Thomas KA, Card D, Soorya LV, Wang AT, Fan J, Anagnostou E (2014) Metabolic mapping of deep brain structures and associations with symptomatology in autism spectrum disorders. Res Autism Spectr Disord 8:44–51

    Article  PubMed Central  PubMed  Google Scholar 

  • Ernst M, Zamatkin AJ, Matochik JA (1997) Low medial prefrontal dopaminergic activity in autistic children. Lancet 350:638

    Article  CAS  PubMed  Google Scholar 

  • Ecker C, Ronan L, Feng Y, Daly E, Murphy C, Ginestet CE et al (2013) Intrinsic gray-matter connectivity of the brain in adults with autism spectrum disorder. Proc Natl Acad Sci U S A 110:13222–13227

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Friedman SD, Shaw DW, Artru AA, Dawson G, Petropoulos H, Dager SR (2006) Gray and white matter brain chemistry in young children with autism. Arch Gen Psychiatr 63:786–794

    Article  CAS  PubMed  Google Scholar 

  • Hai L, Xue Z, Ellmore TM, Frye RE, Wong ST (2014) Network-based analysis reveals stronger local diffusion-based connectivity and different correlations with oral language skills in brains of children with high functioning autism spectrum disorders. Hum Brain Mapp 35:396–413

    Article  Google Scholar 

  • Hardan AY, Jou RJ, Keshavan MS, Varma R, Minshew NJ (2004) Increased frontal cortical folding in autism: a preliminary MRI study. Psychiatr Res 131:263–268

    Article  Google Scholar 

  • Hardan AY, Muddasani S, Vemulapalli M, Keshavan MS, Minshew NJ (2006) An MRI study of increased cortical thickness in autism. Am J Psychiatr 163:1290–1292

    Article  PubMed Central  PubMed  Google Scholar 

  • Hardan AY, Libove RA, Keshavan MS, Melhem NM, Minshew NJ (2009) A preliminary longitudinal magnetic resonance imaging study of brain volume and cortical thickness in autism. Biol Psychiatr 66:320–326

    Article  Google Scholar 

  • Hazlett HC, Poe M, Gerig G, Styner M, Chappell Ch, Smith RG et al (2011) Early brain overgrowth in autism associated with an increase in cortical surface area before age 2. Arch Gen Psychiatr 68:467–476

    Article  PubMed Central  PubMed  Google Scholar 

  • Heeger DJ, Rees D (2002) What does fMRI tell us about neuronal activity? Nat Neurosci 3:142–151

    Article  CAS  Google Scholar 

  • Hugdahl K, Beyer MK, Brix M, Ersland L (2012) Autism spectrum disorder, functional MRI and MR spectroscopy: possibilities and challenges. Microb Ecol Health Dis 23:18960

    Google Scholar 

  • Hyde KL, Samson F, Evans AC, Mottron L (2010) Neuroanatomical differences in brain areas implicated in perceptual and other core features of autism revealed by cortical thickness analysis and voxel-based morphometry. Hum Brain Mapp 31:556–566

    PubMed  Google Scholar 

  • Ipser JC, Syal S, Bentley J, Adnams CM, Steyn B, Stein DJ (2012) 1H-MRS in autism spectrum disorders: a systematic meta-analysis. Metab Brain Dis 27:275–287

    Article  CAS  PubMed  Google Scholar 

  • Jiao Y, Chen R, Ke X, Chu K, Lu Z, Herskovits EH (2010) Predictive models of autism spectrum disorder based on brain regional cortical thickness. Neuroimage 50:589–599

    Article  PubMed Central  PubMed  Google Scholar 

  • Jou RJ, Jackowski AP, Papademetris X, Rajeevan N, Staib L, Volkmar FR (2011) Diffusion tensor imaging in autism spectrum disorders: Preliminary evidence of abnormal neural connectivity. Aust N Z J Psychiatr 45:153–162

    Article  Google Scholar 

  • Just MA, Keller TA, Malave V, Kana RK, Varma R (2012) Autism as a neural systems disorder: a theory of frontalposterior underconnectivity. Neurosci Biobehav Rev 36:1292–1313

    Article  PubMed Central  PubMed  Google Scholar 

  • Ke X, Tang T, Hong S, Hang Y, Zou B, Li H et al (2009) White matter impairments in autism, evidence from voxel-based morphometry and diffusion tensor imaging. Brain Res 1265:171–177

    Article  CAS  PubMed  Google Scholar 

  • Keller TA, Kana RK, Just MA (2007) A developmental study of the structural integrity of white matter in autism. Neuroreport 18:23–27

    Article  PubMed  Google Scholar 

  • Keown CL, Shih P, Nair A, Peterson N, Mulvey ME (2013) Local functional overconnectivity in posterior brain regions is associated with symptom severity in autism spectrum disorders. Cell Rep 5:567–572

    Article  CAS  PubMed  Google Scholar 

  • Kwon H, Ow AW, Pedatella KE, Lotspeich LJ, Reiss AL (2004) Voxel-based morphometry elucidates structural neuroanatomy of high-functioning autism and Asperger syndrome. Dev Med Child Neurol 46:760–764

    Article  PubMed  Google Scholar 

  • Lauvin MA, Martineau J, Destrieux C, Andersson F, Bonnet-Brilhault F, Gomot M et al (2012) Functional morphological imaging of autism spectrum disorders: current position and theories proposed. Diagn Interv Imag 93:139–147

    Article  Google Scholar 

  • Li H, Xue Z, Ellmore TM, Frye RE, Wong ST (2014) Network-based analysis reveals stronger local diffusion-based connectivity and different correlations with oral language skills in brains of children with high functioning autism spectrum disorders. Hum Brain Mapp 35:396–413

    Article  PubMed  Google Scholar 

  • Machado C, Estevez M, Leisman G, Melillo R, Rodriguez R, Defina P et al (2014) QEEG spectral and coherence assessment of autistic children in three different experimental conditions. J Autism Dev Disord. doi:10.1007/s10803-013-1909-5

    Google Scholar 

  • Makkonen I, Riikonen R, Kokki H, Airaksinen MM, Kuikka JT (2008) Serotonin and dopamine transporter binding in children with autism determined by SPECT. Dev Med Child Neurol 50:593–597

    Article  PubMed  Google Scholar 

  • Maximo JO, Keown CL, Nair A, Muller RA (2013) Approaches to local connectivity in autism using resting state functional connectivity MRI. Front Hum Neurosci 7:605

    Article  PubMed Central  PubMed  Google Scholar 

  • Melillo R, Leisman G (2009) Autistic spectrum disorders as functional disconnection syndrome. Rev Neurosci 20:111–131

    Article  PubMed  Google Scholar 

  • Mendez MA, Horder J, Myers J, Coghlan S, Stokes P, Erritzoe P et al (2013) The brain GABA-benzodiazepine receptor alpha-5 subtype in autism spectrum disorder: a pilot [(11)C]Ro15-4513 positron emission tomography study. Neuropharmacology 68:195–201

    Article  CAS  PubMed  Google Scholar 

  • Mori T, Mori K, Fujii E, Toda Y, Miyazaki M, Harada M et al (2012) Evaluation of the GABAergic nervous system in autistic brain: (123)I-iomazenil SPECT study. Brain Dev 34:648–654

    Article  PubMed  Google Scholar 

  • Monk CS, Peltier SJ, Wiggins JL, Weng SJ, Carrasco M, Risi S et al (2009) Abnormalities of intrinsic functional connectivity in autism spectrum disorders. Neuroimage 47:764–772

    Article  PubMed Central  PubMed  Google Scholar 

  • Mountford C, Stanwell P, Lin A, Ramadan S, Ross B (2010) Neurospectroscopy: the past, present and future. Chem Rev 110:3060–3086

    Article  CAS  PubMed  Google Scholar 

  • Muller RA, Behen M, Rothermel RD, Chugani DC, Muzik O, Mangner TJ et al (1999) Brain mapping of language and auditory perception in high-functioning autistic adults: a PET study. J Autism Dev Disord 29:19–31

    Article  CAS  PubMed  Google Scholar 

  • Murphy DG, Daly E, Schmitz N, Toal F, Murphy KC, Curran S et al (2006) Cortical serotonin 5-HT2A receptor binding and social communication in adults with Asperger’s syndrome: an in vivo SPECT study. Am J Psychiatr 163:934–936

    Article  PubMed  Google Scholar 

  • Nakamura K, Sekine Y, Ouchi Y, Tsujii M, Yoshikawa E, Futatsubashi M et al (2010) Brain serotonin and dopamine transporter bindings in adults with high-functioning autism. Arch Gen Psychiatr 67:59–68

    Article  CAS  PubMed  Google Scholar 

  • Nickl-Jockschat T, Habel U, Michel TM, Manning J, Laird AR, Fox PT et al (2012) Brain structure anomalies in autism spectrum disorder–a meta-analysis of VBM studies using anatomic likelihood estimation. Hum Brain Mapp 33:1470–1489

    Article  PubMed  Google Scholar 

  • Nordahl CW, Dierker D, Mostafavi I, Schumann CM, Rivera SM, Amaral DG et al (2007) Cortical folding abnormalities in autism revealed by surface-based morphometry. J Neurosci 27:11725–11735

    Article  CAS  PubMed  Google Scholar 

  • Rapoport SI, Cutler NR (1985) Brain metabolism in autism. Arch Gen Psychiatr 42:448–455

    Article  PubMed  Google Scholar 

  • Raznahan A, Lenroot R, Thurm A, Gozzi M, Hanley A, Spence SJ et al (2013) Mapping cortical anatomy in preschool aged children with autism using surface-based morphometry. Neuroimage Clin 2:111–119

    Article  PubMed Central  Google Scholar 

  • Rojas DC, Peterson E, Winterrowd E, Reite ML, Rogers SJ, Tregellas JR (2006) Regional gray matter volumetric changes in autism associated with social and repetitive behavior symptoms. BMC Psychiatr 6:56

    Article  Google Scholar 

  • Schumann CM, Bloss CS, Barnes CC, Wideman GM, Carper RA, Akshoomoff N et al (2010) Longitudinal magnetic resonance imaging study of cortical development through early childhood in autism. J Neurosci 30:4419–4427

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Stigler KA, McDonald BC, Anand A, Saykin AJ, McDougle CJ (2011) Structural and functional magnetic resonance imaging of autism spectrum disorders. Brain Res 1380:146–161

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • van der Knaap MS, van der Grond J, van Rijen PC, Faber JA, Valk J, Willemse K (1990) Age-dependent changes in localized proton and phosphorus MR spectroscopy of the brain. Radiology 176:509–515

    Article  PubMed  Google Scholar 

  • Weng SJ, Wiggins JL, Peltier SJ, Carrasco M, Risi S, Lord C et al (2010) Alterations of resting state functional connectivity in the default network in adolescents with autism spectrum disorders. Brain Res 1313:202

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Williams DL, Minshew NJ (2007) Understanding autism and related disorders: what has imaging taught us? Neuroimaging Clin N Am 17:495–509

    Article  PubMed Central  PubMed  Google Scholar 

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Correspondence to Rafael Rodríguez-Rojas .

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Rodríguez-Rojas, R., Machado, C., Batista, K., Carballo, M., Leisman, G. (2015). Neuroimages in Autism. In: Robinson-Agramonte, M. (eds) Translational Approaches to Autism Spectrum Disorder. Springer, Cham. https://doi.org/10.1007/978-3-319-16321-5_6

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