Literature DB >> 29618096

Utilizing Mutual Information Analysis to Explore the Relationship Between Gray and White Matter Structural Pathologies in Schizophrenia.

Amanda E Lyall1,2, Peter Savadjiev1,3,4, Elisabetta C Del Re1,5, Johanna Seitz1, Lauren J O'Donnell3,4,6, Carl-Fredrik Westin3,4,6, Raquelle I Mesholam-Gately7, Tracey Petryshen2,8,9, Joanne D Wojcik7, Paul Nestor10,11, Margaret Niznikiewicz12, Jill Goldstein1,2, Larry J Seidman2,7, Robert W McCarley12, Martha E Shenton1,2,4,5, Marek Kubicki1,2,4.   

Abstract

Schizophrenia has been characterized as a neurodevelopmental disorder, with structural brain abnormalities reported at all stages. However, at present, it remains unclear whether gray and white matter abnormalities represent related or independent pathologies in schizophrenia. In this study, we present findings from an integrative analysis exploring the morphological relationship between gray and white matter in 45 schizophrenia participants and 49 healthy controls. We utilized mutual information (MI), a measure of how much information two variables share, to assess the morphological dependence between gray and white matter in three segments of the corpus callsoum, and the gray matter regions these segments connect: (1) the genu and the left and right rostral middle frontal gyrus (rMFG), (2) the isthmus and the left and right superior temporal gyrus (STG), (3) the splenium and the left and right lateral occipital gyrus (LOG). We report significantly reduced MI between white matter tract dispersion of the right hemispheric callosal connections to the STG and both cortical thickness and area in the right STG in schizophrenia patients, despite a lack of group differences in cortical thickness, surface area, or dispersion. We believe that this reduction in morphological dependence between gray and white matter may reflect a possible decoupling of the developmental processes that shape morphological features of white and gray matter early in life. The present study also demonstrates the importance of studying the relationship between gray and white matter measures, as opposed to restricting analyses to gray and white matter measures independently.
© The Author(s) 2018. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. All rights reserved. For permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  gray matter; morphology; mutual information; schizophrenia; white matter

Mesh:

Year:  2019        PMID: 29618096      PMCID: PMC6403063          DOI: 10.1093/schbul/sby028

Source DB:  PubMed          Journal:  Schizophr Bull        ISSN: 0586-7614            Impact factor:   9.306


  47 in total

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Authors:  Thomas J Whitford; Peter Savadjiev; Marek Kubicki; Lauren J O'Donnell; Douglas P Terry; Sylvain Bouix; Carl-Fredrik Westin; Jason S Schneiderman; Laurel Bobrow; Andrew C Rausch; Margaret Niznikiewicz; Paul G Nestor; Christos Pantelis; Stephen J Wood; Robert W McCarley; Martha E Shenton
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3.  Sexual dimorphic abnormalities in white matter geometry common to schizophrenia and non-psychotic high-risk subjects: Evidence for a neurodevelopmental risk marker?

Authors:  Peter Savadjiev; Larry J Seidman; Heidi Thermenos; Matcheri Keshavan; Susan Whitfield-Gabrieli; Tim J Crow; Marek Kubicki
Journal:  Hum Brain Mapp       Date:  2015-10-15       Impact factor: 5.038

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Journal:  Med Image Anal       Date:  2014-07-08       Impact factor: 8.545

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Journal:  Ann Neurol       Date:  1977-01       Impact factor: 10.422

6.  Structural abnormalities in gyri of the prefrontal cortex in individuals with schizophrenia and their unaffected siblings.

Authors:  Michael P Harms; Lei Wang; Carolina Campanella; Kristina Aldridge; Amanda J Moffitt; John Kuelper; J Tilak Ratnanather; Michael I Miller; Deanna M Barch; John G Csernansky
Journal:  Br J Psychiatry       Date:  2010-02       Impact factor: 9.319

Review 7.  Schizophrenia: susceptibility genes, dendritic-spine pathology and gray matter loss.

Authors:  M R Bennett
Journal:  Prog Neurobiol       Date:  2011-09-02       Impact factor: 11.685

8.  Reduced superior temporal gyrus volume in young offspring of patients with schizophrenia.

Authors:  Rajaprabhakaran Rajarethinam; Sarah Sahni; David R Rosenberg; Macheri S Keshavan
Journal:  Am J Psychiatry       Date:  2004-06       Impact factor: 18.112

9.  Widespread white matter microstructural differences in schizophrenia across 4322 individuals: results from the ENIGMA Schizophrenia DTI Working Group.

Authors:  S Kelly; N Jahanshad; A Zalesky; P Kochunov; I Agartz; C Alloza; O A Andreassen; C Arango; N Banaj; S Bouix; C A Bousman; R M Brouwer; J Bruggemann; J Bustillo; W Cahn; V Calhoun; D Cannon; V Carr; S Catts; J Chen; J-X Chen; X Chen; C Chiapponi; Kl K Cho; V Ciullo; A S Corvin; B Crespo-Facorro; V Cropley; P De Rossi; C M Diaz-Caneja; E W Dickie; S Ehrlich; F-M Fan; J Faskowitz; H Fatouros-Bergman; L Flyckt; J M Ford; J-P Fouche; M Fukunaga; M Gill; D C Glahn; R Gollub; E D Goudzwaard; H Guo; R E Gur; R C Gur; T P Gurholt; R Hashimoto; S N Hatton; F A Henskens; D P Hibar; I B Hickie; L E Hong; J Horacek; F M Howells; H E Hulshoff Pol; C L Hyde; D Isaev; A Jablensky; P R Jansen; J Janssen; E G Jönsson; L A Jung; R S Kahn; Z Kikinis; K Liu; P Klauser; C Knöchel; M Kubicki; J Lagopoulos; C Langen; S Lawrie; R K Lenroot; K O Lim; C Lopez-Jaramillo; A Lyall; V Magnotta; R C W Mandl; D H Mathalon; R W McCarley; S McCarthy-Jones; C McDonald; S McEwen; A McIntosh; T Melicher; R I Mesholam-Gately; P T Michie; B Mowry; B A Mueller; D T Newell; P O'Donnell; V Oertel-Knöchel; L Oestreich; S A Paciga; C Pantelis; O Pasternak; G Pearlson; G R Pellicano; A Pereira; J Pineda Zapata; F Piras; S G Potkin; A Preda; P E Rasser; D R Roalf; R Roiz; A Roos; D Rotenberg; T D Satterthwaite; P Savadjiev; U Schall; R J Scott; M L Seal; L J Seidman; C Shannon Weickert; C D Whelan; M E Shenton; J S Kwon; G Spalletta; F Spaniel; E Sprooten; M Stäblein; D J Stein; S Sundram; Y Tan; S Tan; S Tang; H S Temmingh; L T Westlye; S Tønnesen; D Tordesillas-Gutierrez; N T Doan; J Vaidya; N E M van Haren; C D Vargas; D Vecchio; D Velakoulis; A Voineskos; J Q Voyvodic; Z Wang; P Wan; D Wei; T W Weickert; H Whalley; T White; T J Whitford; J D Wojcik; H Xiang; Z Xie; H Yamamori; F Yang; N Yao; G Zhang; J Zhao; T G M van Erp; J Turner; P M Thompson; G Donohoe
Journal:  Mol Psychiatry       Date:  2017-10-17       Impact factor: 15.992

10.  Biological insights from 108 schizophrenia-associated genetic loci.

Authors: 
Journal:  Nature       Date:  2014-07-22       Impact factor: 49.962

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  1 in total

Review 1.  Information Theory and Cognition: A Review.

Authors:  Khalid Sayood
Journal:  Entropy (Basel)       Date:  2018-09-14       Impact factor: 2.524

  1 in total

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