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Sean Hatton

TitleAssistant Project Scientist
InstitutionUniversity of California San Diego
DepartmentNeurosciences
Address9500 Gilman Drive #0738
La Jolla CA 92093
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    Collapse Biography 
    Collapse Education and Training
    University of Sydney, Sydney, AustraliaDoctor of Philosophy03/2015Medicine
    Applied Good Clinical Practice, Sydney, Australia06/2012
    Royal Australian College of General Practitioners Provider Accreditation Course, Sydney, Australia06/2009
    University of Sydney, Sydney, AustraliaBachelor of Medical Science (First Class Honours)12/2007Medical Science
    Collapse Awards and Honors
    International Society for Magnetic Resonance in Medicine (ISMRM)2018Trainee (Educational) Stipend
    University of Sydney2015Professional Staff Development Award
    UCB Australia 2014Investigator-initiated trial: Multimodal approach to improving the identification of epileptogenic
    University of Sydney2013Sydney Medical School Travelling Fellowship
    Australasian Society for Psychiatric Research (ASPR) 2013Grants-In-Aid Award
    University of Sydney2013Postgraduate Research Support Scheme
    University of Sydney2013National Imaging Facility Subsidised Access Grant
    International Society for Magnetic Resonance in Medicine2013Trainee (Educational) Stipend
    University of Sydney 2011  - 2014Australian Postgraduate Award (APA)

    Collapse Overview 
    Collapse Overview
    Dr Hatton completed his Bachelor of Medical Science (Honours 1) degree at the University of Sydney in 2007, with an emphasis on neuroimmunology, infectious disease, recombinant DNA technology, and bioinformatics. Sean has developed pandemic preparedness plans for global corporations, taught practical microbiology skills to undergraduate students, and developed postgraduate curriculum for neuroscientists, general practitioners, psychologists and psychiatrists at the Brain and Mind Research Institute (now Brain and Mind Centre). His PhD thesis investigated neuroanatomical changes that are associated with neurocognitive impairments in emerging psychiatric disorders. Sean has managed international commercial neuroimaging clinical trials and investigator-initiated trials in depression, bipolar disorder, psychosis, mild cognitive impairment, Alzheimer’s disease, multiple sclerosis, ALS, epilepsy, stuttering, and sacral nerve damage. Dr Hatton is currently a Postdoctoral Scholar at the Center for Multimodal Imaging Genetics, University of California San Diego exploring the interplay of genetics and life experiences on healthy brain aging.


    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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    1. Hermens DF, Hatton SN, White D, Lee RSC, Guastella AJ, Scott EM, Naismith SL, Hickie IB, Lagopoulos J. A data-driven transdiagnostic analysis of white matter integrity in young adults with major psychiatric disorders. Prog Neuropsychopharmacol Biol Psychiatry. 2018 Aug 29; 89:73-83. PMID: 30171994.
      View in: PubMed
    2. Elman JA, Jak AJ, Panizzon MS, Tu XM, Chen T, Reynolds CA, Gustavson DE, Franz CE, Hatton SN, Jacobson KC, Toomey R, McKenzie R, Xian H, Lyons MJ, Kremen WS. Underdiagnosis of mild cognitive impairment: A consequence of ignoring practice effects. Alzheimers Dement (Amst). 2018; 10:372-381. PMID: 30003138.
      View in: PubMed
    3. Hatton SN, Franz CE, Elman JA, Panizzon MS, Hagler DJ, Fennema-Notestine C, Eyler LT, McEvoy LK, Lyons MJ, Dale AM, Kremen WS. Negative fateful life events in midlife and advanced predicted brain aging. Neurobiol Aging. 2018 Jul; 67:1-9. PMID: 29609076.
      View in: PubMed
    4. Logue MW, Panizzon MS, Elman JA, Gillespie NA, Hatton SN, Gustavson DE, Andreassen OA, Dale AM, Franz CE, Lyons MJ, Neale MC, Reynolds CA, Tu X, Kremen WS. Use of an Alzheimer's disease polygenic risk score to identify mild cognitive impairment in adults in their 50s. Mol Psychiatry. 2018 Feb 27. PMID: 29487403.
      View in: PubMed
    5. Hatton SN, Panizzon MS, Vuoksimaa E, Hagler DJ, Fennema-Notestine C, Rinker D, Eyler LT, Franz CE, Lyons MJ, Neale MC, Tsuang MT, Dale AM, Kremen WS. Genetic relatedness of axial and radial diffusivity indices of cerebral white matter microstructure in late middle age. Hum Brain Mapp. 2018 Feb 09. PMID: 29427332.
      View in: PubMed
    6. McEvoy LK, Fennema-Notestine C, Elman JA, Eyler LT, Franz CE, Hagler DJ, Hatton SN, Lyons MJ, Panizzon MS, Dale AM, Kremen WS. Alcohol intake and brain white matter in middle aged men: Microscopic and macroscopic differences. Neuroimage Clin. 2018; 18:390-398. PMID: 29487796.
      View in: PubMed
    7. Carpenter JS, Abelmann AC, Hatton SN, Robillard R, Hermens DF, Bennett MR, Lagopoulos J, Hickie IB. Pineal volume and evening melatonin in young people with affective disorders. Brain Imaging Behav. 2017 Dec; 11(6):1741-1750. PMID: 27812851.
      View in: PubMed
    8. Eggins PS, Hatton SN, Hermens DF, Hickie IB, Lagopoulos J. Subcortical volumetric differences between clinical stages of young people with affective and psychotic disorders. Psychiatry Res Neuroimaging. 2018 Jan 30; 271:8-16. PMID: 29216557.
      View in: PubMed
    9. Kelly S, Jahanshad N, Zalesky A, Kochunov P, Agartz I, Alloza C, Andreassen OA, Arango C, Banaj N, Bouix S, Bousman CA, Brouwer RM, Bruggemann J, Bustillo J, Cahn W, Calhoun V, Cannon D, Carr V, Catts S, Chen J, Chen JX, Chen X, Chiapponi C, Cho KK, Ciullo V, Corvin AS, Crespo-Facorro B, Cropley V, De Rossi P, Diaz-Caneja CM, Dickie EW, Ehrlich S, Fan FM, Faskowitz J, Fatouros-Bergman H, Flyckt L, Ford JM, Fouche JP, Fukunaga M, Gill M, Glahn DC, Gollub R, Goudzwaard ED, Guo H, Gur RE, Gur RC, Gurholt TP, Hashimoto R, Hatton SN, Henskens FA, Hibar DP, Hickie IB, Hong LE, Horacek J, Howells FM, Hulshoff Pol HE, Hyde CL, Isaev D, Jablensky A, Jansen PR, Janssen J, Jönsson EG, Jung LA, Kahn RS, Kikinis Z, Liu K, Klauser P, Knöchel C, Kubicki M, Lagopoulos J, Langen C, Lawrie S, Lenroot RK, Lim KO, Lopez-Jaramillo C, Lyall A, Magnotta V, Mandl RCW, Mathalon DH, McCarley RW, McCarthy-Jones S, McDonald C, McEwen S, McIntosh A, Melicher T, Mesholam-Gately RI, Michie PT, Mowry B, Mueller BA, Newell DT, O'Donnell P, Oertel-Knöchel V, Oestreich L, Paciga SA, Pantelis C, Pasternak O, Pearlson G, Pellicano GR, Pereira A, Pineda Zapata J, Piras F, Potkin SG, Preda A, Rasser PE, Roalf DR, Roiz R, Roos A, Rotenberg D, Satterthwaite TD, Savadjiev P, Schall U, Scott RJ, Seal ML, Seidman LJ, Shannon Weickert C, Whelan CD, Shenton ME, Kwon JS, Spalletta G, Spaniel F, Sprooten E, Stäblein M, Stein DJ, Sundram S, Tan Y, Tan S, Tang S, Temmingh HS, Westlye LT, Tønnesen S, Tordesillas-Gutierrez D, Doan NT, Vaidya J, van Haren NEM, Vargas CD, Vecchio D, Velakoulis D, Voineskos A, Voyvodic JQ, Wang Z, Wan P, Wei D, Weickert TW, Whalley H, White T, Whitford TJ, Wojcik JD, Xiang H, Xie Z, Yamamori H, Yang F, Yao N, Zhang G, Zhao J, van Erp TGM, Turner J, Thompson PM, Donohoe G. Widespread white matter microstructural differences in schizophrenia across 4322 individuals: results from the ENIGMA Schizophrenia DTI Working Group. Mol Psychiatry. 2017 Oct 17. PMID: 29038599.
      View in: PubMed
    10. Rentería ME, Schmaal L, Hibar DP, Couvy-Duchesne B, Strike LT, Mills NT, de Zubicaray GI, McMahon KL, Medland SE, Gillespie NA, Hatton SN, Lagopoulos J, Veltman DJ, van der Wee N, van Erp TGM, Wittfeld K, Grabe HJ, Block A, Hegenscheid K, Völzke H, Veer IM, Walter H, Schnell K, Schramm E, Normann C, Schoepf D, Konrad C, Zurowski B, Godlewska BR, Cowen PJ, Penninx BWJH, Jahanshad N, Thompson PM, Wright MJ, Martin NG, Christensen H, Hickie IB. Subcortical brain structure and suicidal behaviour in major depressive disorder: a meta-analysis from the ENIGMA-MDD working group. Transl Psychiatry. 2017 05 02; 7(5):e1116. PMID: 28463239.
      View in: PubMed
    11. Hermens DF, Hatton SN, Lee RSC, Naismith SL, Duffy SL, Paul Amminger G, Kaur M, Scott EM, Lagopoulos J, Hickie IB. In vivo imaging of oxidative stress and fronto-limbic white matter integrity in young adults with mood disorders. Eur Arch Psychiatry Clin Neurosci. 2018 Mar; 268(2):145-156. PMID: 28357562.
      View in: PubMed
    12. Paquola C, Bennett MR, Hatton SN, Hermens DF, Groote I, Lagopoulos J. Hippocampal development in youth with a history of childhood maltreatment. J Psychiatr Res. 2017 Aug; 91:149-155. PMID: 28364595.
      View in: PubMed
    13. Paquola C, Bennett MR, Hatton SN, Hermens DF, Lagopoulos J. Utility of the cumulative stress and mismatch hypotheses in understanding the neurobiological impacts of childhood abuse and recent stress in youth with emerging mental disorder. Hum Brain Mapp. 2017 05; 38(5):2709-2721. PMID: 28256777.
      View in: PubMed
    14. Vuoksimaa E, Panizzon MS, Hagler DJ, Hatton SN, Fennema-Notestine C, Rinker D, Eyler LT, Franz CE, Lyons MJ, Neale MC, Tsuang MT, Dale AM, Kremen WS. Heritability of white matter microstructure in late middle age: A twin study of tract-based fractional anisotropy and absolute diffusivity indices. Hum Brain Mapp. 2017 04; 38(4):2026-2036. PMID: 28032374.
      View in: PubMed
    15. Frodl T, Janowitz D, Schmaal L, Tozzi L, Dobrowolny H, Stein DJ, Veltman DJ, Wittfeld K, van Erp TGM, Jahanshad N, Block A, Hegenscheid K, Völzke H, Lagopoulos J, Hatton SN, Hickie IB, Frey EM, Carballedo A, Brooks SJ, Vuletic D, Uhlmann A, Veer IM, Walter H, Schnell K, Grotegerd D, Arolt V, Kugel H, Schramm E, Konrad C, Zurowski B, Baune BT, van der Wee NJA, van Tol MJ, Penninx BWJH, Thompson PM, Hibar DP, Dannlowski U, Grabe HJ. Childhood adversity impacts on brain subcortical structures relevant to depression. J Psychiatr Res. 2017 Mar; 86:58-65. PMID: 27918926.
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    16. Bennett MR, Arnold J, Hatton SN, Lagopoulos J. Regulation of fear extinction by long-term depression: The roles of endocannabinoids and brain derived neurotrophic factor. Behav Brain Res. 2017 02 15; 319:148-164. PMID: 27867101.
      View in: PubMed
    17. Bennett MR, Hatton S, Hermens DF, Lagopoulos J. Behavior, neuropsychology and fMRI. Prog Neurobiol. 2016 Oct - Nov; 145-146:1-25. PMID: 27393370.
      View in: PubMed
    18. Schmaal L, Hibar DP, Sämann PG, Hall GB, Baune BT, Jahanshad N, Cheung JW, van Erp TGM, Bos D, Ikram MA, Vernooij MW, Niessen WJ, Tiemeier H, Hofman A, Wittfeld K, Grabe HJ, Janowitz D, Bülow R, Selonke M, Völzke H, Grotegerd D, Dannlowski U, Arolt V, Opel N, Heindel W, Kugel H, Hoehn D, Czisch M, Couvy-Duchesne B, Rentería ME, Strike LT, Wright MJ, Mills NT, de Zubicaray GI, McMahon KL, Medland SE, Martin NG, Gillespie NA, Goya-Maldonado R, Gruber O, Krämer B, Hatton SN, Lagopoulos J, Hickie IB, Frodl T, Carballedo A, Frey EM, van Velzen LS, Penninx BWJH, van Tol MJ, van der Wee NJ, Davey CG, Harrison BJ, Mwangi B, Cao B, Soares JC, Veer IM, Walter H, Schoepf D, Zurowski B, Konrad C, Schramm E, Normann C, Schnell K, Sacchet MD, Gotlib IH, MacQueen GM, Godlewska BR, Nickson T, McIntosh AM, Papmeyer M, Whalley HC, Hall J, Sussmann JE, Li M, Walter M, Aftanas L, Brack I, Bokhan NA, Thompson PM, Veltman DJ. Cortical abnormalities in adults and adolescents with major depression based on brain scans from 20 cohorts worldwide in the ENIGMA Major Depressive Disorder Working Group. Mol Psychiatry. 2017 Jun; 22(6):900-909. PMID: 27137745.
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    19. Wang C, Beadnall HN, Hatton SN, Bader G, Tomic D, Silva DG, Barnett MH. Automated brain volumetrics in multiple sclerosis: a step closer to clinical application. J Neurol Neurosurg Psychiatry. 2016 Jul; 87(7):754-7. PMID: 27071647; PMCID: PMC4941129.
      View in: PubMed, PubMed Central
    20. Schmaal L, Veltman DJ, van Erp TG, Sämann PG, Frodl T, Jahanshad N, Loehrer E, Vernooij MW, Niessen WJ, Ikram MA, Wittfeld K, Grabe HJ, Block A, Hegenscheid K, Hoehn D, Czisch M, Lagopoulos J, Hatton SN, Hickie IB, Goya-Maldonado R, Krämer B, Gruber O, Couvy-Duchesne B, Rentería ME, Strike LT, Wright MJ, de Zubicaray GI, McMahon KL, Medland SE, Gillespie NA, Hall GB, van Velzen LS, van Tol MJ, van der Wee NJ, Veer IM, Walter H, Schramm E, Normann C, Schoepf D, Konrad C, Zurowski B, McIntosh AM, Whalley HC, Sussmann JE, Godlewska BR, Fischer FH, Penninx BW, Thompson PM, Hibar DP. Response to Dr Fried & Dr Kievit, and Dr Malhi et al. Mol Psychiatry. 2016 06; 21(6):726-8. PMID: 26903270.
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    21. Schmaal L, Veltman DJ, van Erp TG, Sämann PG, Frodl T, Jahanshad N, Loehrer E, Tiemeier H, Hofman A, Niessen WJ, Vernooij MW, Ikram MA, Wittfeld K, Grabe HJ, Block A, Hegenscheid K, Völzke H, Hoehn D, Czisch M, Lagopoulos J, Hatton SN, Hickie IB, Goya-Maldonado R, Krämer B, Gruber O, Couvy-Duchesne B, Rentería ME, Strike LT, Mills NT, de Zubicaray GI, McMahon KL, Medland SE, Martin NG, Gillespie NA, Wright MJ, Hall GB, MacQueen GM, Frey EM, Carballedo A, van Velzen LS, van Tol MJ, van der Wee NJ, Veer IM, Walter H, Schnell K, Schramm E, Normann C, Schoepf D, Konrad C, Zurowski B, Nickson T, McIntosh AM, Papmeyer M, Whalley HC, Sussmann JE, Godlewska BR, Cowen PJ, Fischer FH, Rose M, Penninx BW, Thompson PM, Hibar DP. Subcortical brain alterations in major depressive disorder: findings from the ENIGMA Major Depressive Disorder working group. Mol Psychiatry. 2016 06; 21(6):806-12. PMID: 26122586.
      View in: PubMed
    22. Bennett MR, Hatton SN, Lagopoulos J. Stress, trauma and PTSD: translational insights into the core synaptic circuitry and its modulation. Brain Struct Funct. 2016 06; 221(5):2401-26. PMID: 25985955.
      View in: PubMed
    23. Hatton SN, Lagopoulos J, Hermens DF, Hickie IB, Scott E, Bennett MR. Short association fibres of the insula-temporoparietal junction in early psychosis: a diffusion tensor imaging study. PLoS One. 2014; 9(11):e112842. PMID: 25405994; PMCID: PMC4236116.
      View in: PubMed, PubMed Central
    24. Wang C, Paling D, Chen L, Hatton SN, Lagopoulos J, Aw ST, Kiernan MC, Barnett MH. Axonal conduction in multiple sclerosis: A combined magnetic resonance imaging and electrophysiological study of the medial longitudinal fasciculus. Mult Scler. 2015 Jun; 21(7):905-15. PMID: 25392333.
      View in: PubMed
    25. Hatton SN, Lagopoulos J, Hermens DF, Hickie IB, Scott E, Bennett MR. White matter tractography in early psychosis: clinical and neurocognitive associations. J Psychiatry Neurosci. 2014 Nov; 39(6):417-27. PMID: 25111788; PMCID: PMC4214876.
      View in: PubMed, PubMed Central
    26. Thompson PM, Stein JL, Medland SE, Hibar DP, Vasquez AA, Renteria ME, Toro R, Jahanshad N, Schumann G, Franke B, Wright MJ, Martin NG, Agartz I, Alda M, Alhusaini S, Almasy L, Almeida J, Alpert K, Andreasen NC, Andreassen OA, Apostolova LG, Appel K, Armstrong NJ, Aribisala B, Bastin ME, Bauer M, Bearden CE, Bergmann O, Binder EB, Blangero J, Bockholt HJ, Bøen E, Bois C, Boomsma DI, Booth T, Bowman IJ, Bralten J, Brouwer RM, Brunner HG, Brohawn DG, Buckner RL, Buitelaar J, Bulayeva K, Bustillo JR, Calhoun VD, Cannon DM, Cantor RM, Carless MA, Caseras X, Cavalleri GL, Chakravarty MM, Chang KD, Ching CR, Christoforou A, Cichon S, Clark VP, Conrod P, Coppola G, Crespo-Facorro B, Curran JE, Czisch M, Deary IJ, de Geus EJ, den Braber A, Delvecchio G, Depondt C, de Haan L, de Zubicaray GI, Dima D, Dimitrova R, Djurovic S, Dong H, Donohoe G, Duggirala R, Dyer TD, Ehrlich S, Ekman CJ, Elvsåshagen T, Emsell L, Erk S, Espeseth T, Fagerness J, Fears S, Fedko I, Fernández G, Fisher SE, Foroud T, Fox PT, Francks C, Frangou S, Frey EM, Frodl T, Frouin V, Garavan H, Giddaluru S, Glahn DC, Godlewska B, Goldstein RZ, Gollub RL, Grabe HJ, Grimm O, Gruber O, Guadalupe T, Gur RE, Gur RC, Göring HH, Hagenaars S, Hajek T, Hall GB, Hall J, Hardy J, Hartman CA, Hass J, Hatton SN, Haukvik UK, Hegenscheid K, Heinz A, Hickie IB, Ho BC, Hoehn D, Hoekstra PJ, Hollinshead M, Holmes AJ, Homuth G, Hoogman M, Hong LE, Hosten N, Hottenga JJ, Hulshoff Pol HE, Hwang KS, Jack CR, Jenkinson M, Johnston C, Jönsson EG, Kahn RS, Kasperaviciute D, Kelly S, Kim S, Kochunov P, Koenders L, Krämer B, Kwok JB, Lagopoulos J, Laje G, Landen M, Landman BA, Lauriello J, Lawrie SM, Lee PH, Le Hellard S, Lemaître H, Leonardo CD, Li CS, Liberg B, Liewald DC, Liu X, Lopez LM, Loth E, Lourdusamy A, Luciano M, Macciardi F, Machielsen MW, Macqueen GM, Malt UF, Mandl R, Manoach DS, Martinot JL, Matarin M, Mather KA, Mattheisen M, Mattingsdal M, Meyer-Lindenberg A, McDonald C, McIntosh AM, McMahon FJ, McMahon KL, Meisenzahl E, Melle I, Milaneschi Y, Mohnke S, Montgomery GW, Morris DW, Moses EK, Mueller BA, Muñoz Maniega S, Mühleisen TW, Müller-Myhsok B, Mwangi B, Nauck M, Nho K, Nichols TE, Nilsson LG, Nugent AC, Nyberg L, Olvera RL, Oosterlaan J, Ophoff RA, Pandolfo M, Papalampropoulou-Tsiridou M, Papmeyer M, Paus T, Pausova Z, Pearlson GD, Penninx BW, Peterson CP, Pfennig A, Phillips M, Pike GB, Poline JB, Potkin SG, Pütz B, Ramasamy A, Rasmussen J, Rietschel M, Rijpkema M, Risacher SL, Roffman JL, Roiz-Santiañez R, Romanczuk-Seiferth N, Rose EJ, Royle NA, Rujescu D, Ryten M, Sachdev PS, Salami A, Satterthwaite TD, Savitz J, Saykin AJ, Scanlon C, Schmaal L, Schnack HG, Schork AJ, Schulz SC, Schür R, Seidman L, Shen L, Shoemaker JM, Simmons A, Sisodiya SM, Smith C, Smoller JW, Soares JC, Sponheim SR, Sprooten E, Starr JM, Steen VM, Strakowski S, Strike L, Sussmann J, Sämann PG, Teumer A, Toga AW, Tordesillas-Gutierrez D, Trabzuni D, Trost S, Turner J, Van den Heuvel M, van der Wee NJ, van Eijk K, van Erp TG, van Haren NE, van 't Ent D, van Tol MJ, Valdés Hernández MC, Veltman DJ, Versace A, Völzke H, Walker R, Walter H, Wang L, Wardlaw JM, Weale ME, Weiner MW, Wen W, Westlye LT, Whalley HC, Whelan CD, White T, Winkler AM, Wittfeld K, Woldehawariat G, Wolf C, Zilles D, Zwiers MP, Thalamuthu A, Schofield PR, Freimer NB, Lawrence NS, Drevets W. The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data. Brain Imaging Behav. 2014 Jun; 8(2):153-82. PMID: 24399358.
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    27. Lagopoulos J, Hermens DF, Hatton SN, Battisti RA, Tobias-Webb J, White D, Naismith SL, Scott EM, Ryder WJ, Bennett MR, Hickie IB. Microstructural white matter changes are correlated with the stage of psychiatric illness. Transl Psychiatry. 2013 Apr 23; 3:e248. PMID: 23612047; PMCID: PMC3641412.
      View in: PubMed, PubMed Central
    28. Hatton SN, Lagopoulos J, Hermens DF, Scott E, Hickie IB, Bennett MR. Cortical thinning in young psychosis and bipolar patients correlate with common neurocognitive deficits. Int J Bipolar Disord. 2013; 1:3. PMID: 25505670; PMCID: PMC4230309.
      View in: PubMed, PubMed Central
    29. Lagopoulos J, Hermens DF, Hatton SN, Tobias-Webb J, Griffiths K, Naismith SL, Scott EM, Hickie IB. Microstructural white matter changes in the corpus callosum of young people with Bipolar Disorder: a diffusion tensor imaging study. PLoS One. 2013; 8(3):e59108. PMID: 23527101.
      View in: PubMed
    30. Kassem MS, Lagopoulos J, Stait-Gardner T, Price WS, Chohan TW, Arnold JC, Hatton SN, Bennett MR. Stress-induced grey matter loss determined by MRI is primarily due to loss of dendrites and their synapses. Mol Neurobiol. 2013 Apr; 47(2):645-61. PMID: 23138690.
      View in: PubMed
    31. Hatton SN, Lagopoulos J, Hermens DF, Naismith SL, Bennett MR, Hickie IB. Correlating anterior insula gray matter volume changes in young people with clinical and neurocognitive outcomes: an MRI study. BMC Psychiatry. 2012 May 20; 12:45. PMID: 22607202; PMCID: PMC3468394.
      View in: PubMed, PubMed Central
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