White matter abnormalities across the lifespan of schizophrenia: a harmonized multi-site diffusion MRI study

被引:110
作者
Cetin-Karayumak, Suheyla [1 ]
Di Biase, Maria A. [1 ]
Chunga, Natalia [1 ,2 ]
Reid, Benjamin [1 ]
Somes, Nathaniel [1 ,3 ]
Lyall, Amanda E. [1 ,4 ]
Kelly, Sinead [1 ,5 ]
Solgun, Bengisu [6 ]
Pasternak, Ofer [1 ,4 ,7 ]
Vangel, Mark [8 ]
Pearlson, Godfrey [9 ]
Tamminga, Carol [10 ]
Sweeney, John A. [11 ]
Clementz, Brett [12 ,13 ]
Schretlen, David [14 ]
Viher, Petra Verena [15 ]
Stegmayer, Katharina [15 ]
Walther, Sebastian [15 ]
Lee, Jungsun [16 ]
Crow, Tim [17 ]
James, Anthony [17 ]
Voineskos, Aristotle [18 ,19 ]
Buchanan, Robert W. [20 ]
Szeszko, Philip R. [21 ,22 ]
Malhotra, Anil K. [23 ,24 ]
Hegde, Rachal [5 ]
McCarley, Robert
Keshavan, Matcheri [5 ]
Shenton, Martha [1 ,4 ,7 ,25 ]
Rathi, Yogesh [1 ,4 ,7 ]
Kubicki, Marek [1 ,4 ,7 ]
机构
[1] Harvard Med Sch, Brigham & Womens Hosp, Dept Psychiat, Boston, MA 02115 USA
[2] Univ Rochester, Med Ctr, Dept Neurol, Rochester, NY 14642 USA
[3] MGH Inst Hlth Profess, Charlestown, MA USA
[4] Harvard Med Sch, Massachusetts Gen Hosp, Dept Psychiat, Boston, MA 02115 USA
[5] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Psychiat, Boston, MA 02115 USA
[6] Hacettepe Med Sch, Altindag, Turkey
[7] Harvard Med Sch, Brigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
[8] Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiol, Boston, MA 02115 USA
[9] Yale Univ, Dept Psychiat, New Haven, CT 06520 USA
[10] UT Southwestern Med Ctr, Dept Psychiat, Dallas, TX USA
[11] Univ Cincinnati, Dept Psychiat & Behav Neurosci, Cincinnati, OH USA
[12] Univ Georgia, Dept Psychol, Bioimaging Res Ctr, Athens, GA 30602 USA
[13] Univ Georgia, Dept Neurosci, Bioimaging Res Ctr, Athens, GA 30602 USA
[14] Johns Hopkins Med Inst, Dept Psychiat & Behav Sci, Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21205 USA
[15] Univ Bern, Univ Hosp Psychiat, Bern, Switzerland
[16] Univ Ulsan, Asan Med Ctr, Dept Psychiat, Coll Med, Seoul, South Korea
[17] Univ Oxford, Warneford Hosp, Dept Psychiat, SANE POWIC, Oxford, England
[18] Ctr Addict & Mental Hlth, Toronto, ON, Canada
[19] Univ Toronto, Dept Psychiat, Toronto, ON, Canada
[20] Maryland Psychiat Res Ctr, Catonsville, MD USA
[21] Icahn Sch Med Mt Sinai, VA Med Ctr, New York, NY 10029 USA
[22] James J Peters VA Med Ctr, Mental Illness Res Educ & Clin Ctr, New York, NY 10029 USA
[23] Feinstein Inst Med Res, Manhasset, NY USA
[24] Zucker Hillside Hosp, Manhasset, NY USA
[25] Harvard Med Sch, VA Boston Healthcare Syst, Boston, MA 02115 USA
基金
英国医学研究理事会;
关键词
NEURODEVELOPMENTAL HYPOTHESIS; HUMAN BRAIN; CONNECTIONS; PERFORMANCE; MATURATION; PHENOTYPES; PSYCHOSIS; SYMPTOMS; VOLUME; GRAY;
D O I
10.1038/s41380-019-0509-y
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Several prominent theories of schizophrenia suggest that structural white matter pathologies may follow a developmental, maturational, and/or degenerative process. However, a lack of lifespan studies has precluded verification of these theories. Here, we analyze the largest sample of carefully harmonized diffusion MRI data to comprehensively characterize age-related white matter trajectories, as measured by fractional anisotropy (FA), across the course of schizophrenia. Our analysis comprises diffusion scans of 600 schizophrenia patients and 492 healthy controls at different illness stages and ages (14-65 years), which were gathered from 13 sites. We determined the pattern of age-related FA changes by cross-sectionally assessing the timing of the structural neuropathology associated with schizophrenia. Quadratic curves were used to model between-group FA differences across whole-brain white matter and fiber tracts at each age; fiber tracts were then clustered according to both the effect-sizes and pattern of lifespan white matter FA differences. In whole-brain white matter, FA was significantly lower across the lifespan (up to 7%; p<0.0033) and reached peak maturation younger in patients (27 years) compared to controls (33 years). Additionally, three distinct patterns of neuropathology emerged when investigating white matter fiber tracts in patients: (1) developmental abnormalities in limbic fibers, (2) accelerated aging and abnormal maturation in long-range association fibers, (3) severe developmental abnormalities and accelerated aging in callosal fibers. Our findings strongly suggest that white matter in schizophrenia is affected across entire stages of the disease. Perhaps most strikingly, we show that white matter changes in schizophrenia involve dynamic interactions between neuropathological processes in a tract-specific manner.
引用
收藏
页码:3208 / 3219
页数:12
相关论文
共 52 条
[1]   A reproducible evaluation of ANTs similarity metric performance in brain image registration [J].
Avants, Brian B. ;
Tustison, Nicholas J. ;
Song, Gang ;
Cook, Philip A. ;
Klein, Arno ;
Gee, James C. .
NEUROIMAGE, 2011, 54 (03) :2033-2044
[2]   The optimal template effect in hippocampus studies of diseased populations [J].
Avants, Brian B. ;
Yushkevich, Paul ;
Pluta, John ;
Minkoff, David ;
Korczykowski, Marc ;
Detre, John ;
Gee, James C. .
NEUROIMAGE, 2010, 49 (03) :2457-2466
[3]   Characterization and propagation of uncertainty in diffusion-weighted MR imaging [J].
Behrens, TEJ ;
Woolrich, MW ;
Jenkinson, M ;
Johansen-Berg, H ;
Nunes, RG ;
Clare, S ;
Matthews, PM ;
Brady, JM ;
Smith, SM .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (05) :1077-1088
[4]   The Genetics of Endophenotypes of Neurofunction to Understand Schizophrenia (GENUS) consortium: A collaborative cognitive and neuroimaging genetics project [J].
Blokland, Gabriella A. M. ;
del Re, Elisabetta C. ;
Mesholam-Gately, Raquelle I. ;
Jovicich, Jorge ;
Trampush, Joeyw. ;
Keshavan, Matcheri S. ;
DeLisi, Lynn E. ;
Walters, James T. R. ;
Turner, Jessica A. ;
Malhotra, Anil K. ;
Lencz, Todd ;
Shenton, Martha E. ;
Voineskos, Aristotle N. ;
Rujescu, Dan ;
Giegling, Ina ;
Kahnv, Rene S. ;
Roffman, Joshua L. ;
Holt, Daphne J. ;
Ehrlich, Stefan ;
Kikinis, Zora ;
Dazzan, Paola ;
Murray, Robin M. ;
Di Forti, Marta ;
Lee, Jimmy ;
Sim, Kang ;
Lam, Max ;
Wolthusen, Rick P. F. ;
de Zwarte, Sonja M. C. ;
Walton, Esther ;
Cosgrove, Donna ;
Kelly, Sinead ;
Maleki, Nasim ;
Osiecki, Lisa ;
Picchioni, Marco M. ;
Bramon, Elvira ;
Russo, Manuela ;
David, Anthony S. ;
Mondelli, Valeria ;
Reinders, Antje A. T. S. ;
Falcone, M. Aurora ;
Hartmann, Annette M. ;
Konte, Bettina ;
Morris, Derek W. ;
Gill, Michael ;
Corvin, Aiden P. ;
Cahn, Wiepke ;
Ho, New Fei ;
Liu, Jian Jun ;
Keefe, Richard S. E. ;
Gollub, Randy L. .
SCHIZOPHRENIA RESEARCH, 2018, 195 :306-317
[5]   Voxel-based, brain-wide association study of aberrant functional connectivity in schizophrenia implicates thalamocortical circuitry (vol 1, 15016, 2015) [J].
Cheng, Wei ;
Palaniyappan, Lena ;
Li, Mingli ;
Kendrick, Keith M. ;
Zhang, Jie ;
Luo, Qiang ;
Liu, Zening ;
Yu, Rongjun ;
Deng, Wei ;
Wang, Qiang ;
Ma, Xiaohong ;
Guo, Wanjun ;
Francis, Susan ;
Liddle, Peter ;
Mayer, Andrew R. ;
Schumann, Gunter ;
Li, Tao ;
Feng, Jianfeng .
NPJ SCHIZOPHRENIA, 2018, 4
[6]   Ageing and brain white matter structure in 3,513 UK Biobank participants [J].
Cox, Simon R. ;
Ritchie, Stuart J. ;
Tucker-Drob, Elliot M. ;
Liewald, David C. ;
Hagenaars, Saskia P. ;
Davies, Gail ;
Wardlaw, Joanna M. ;
Gale, Catharine R. ;
Bastin, Mark E. ;
Deary, Ian J. .
NATURE COMMUNICATIONS, 2016, 7
[7]   Accelerated Gray and White Matter Deterioration With Age in Schizophrenia [J].
Cropley, Vanessa L. ;
Klauser, Paul ;
Lenroot, Rhoshel K. ;
Bruggemann, Jason ;
Sundram, Suresh ;
Bousman, Chad ;
Pereira, Avril ;
Di Biase, Maria A. ;
Weickert, Thomas W. ;
Weickert, Cynthia Shannon ;
Pantelis, Christos ;
Zalesky, Andrew .
AMERICAN JOURNAL OF PSYCHIATRY, 2017, 174 (03) :286-295
[8]   Genome-wide association studies of brain imaging phenotypes in UK Biobank [J].
Elliott, Lloyd T. ;
Sharp, Kevin ;
Alfaro-Almagro, Fidel ;
Shi, Sinan ;
Miller, Karla L. ;
Douaud, Gwenaelle ;
Marchini, Jonathan ;
Smith, Stephen M. .
NATURE, 2018, 562 (7726) :210-+
[9]   The anatomy of first-episode and chronic schizophrenia: An anatomical likelihood estimation meta-analysis [J].
Ellison-Wright, Ian ;
Glahn, David C. ;
Laird, Angela R. ;
Thelen, Sarah M. ;
Bullmore, Edward T. .
AMERICAN JOURNAL OF PSYCHIATRY, 2008, 165 (08) :1015-1023
[10]   The Neurodevelopmental Hypothesis of Schizophrenia, Revisited [J].
Fatemi, S. Hossein ;
Folsom, Timothy D. .
SCHIZOPHRENIA BULLETIN, 2009, 35 (03) :528-548