Relationships between Diffusion Tensor Imaging and Resting State Functional Connectivity in Patients with Schizophrenia and Healthy Controls: A Preliminary Study

被引:2
作者
Hoptman, Matthew J. [1 ,2 ]
Tural, Umit [1 ]
Lim, Kelvin O. [3 ]
Javitt, Daniel C. [4 ,5 ]
Oberlin, Lauren E. [6 ]
机构
[1] Nathan S Kline Inst Psychiat Res, Clin Res Div, Orangeburg, NY 10962 USA
[2] NYU, Grossman Sch Med, Dept Psychiat, New York, NY 10016 USA
[3] Univ Minnesota, Dept Psychiat & Behav Sci, Minneapolis, MN 55454 USA
[4] Nathan S Kline Inst Psychiat Res, Schizophrenia Res Div, Orangeburg, NY 10962 USA
[5] Columbia Univ, Coll Phys & Surg, Div Expt Therapeut, New York, NY 10032 USA
[6] Weill Cornell Med, Dept Psychiat, New York, NY 10065 USA
关键词
DTI; resting state; schizophrenia; FATCAT; tractography; WHITE-MATTER INTEGRITY; DEFAULT-MODE; NEGATIVE SYMPTOMS; BIPOLAR DISORDER; BRAIN NETWORKS; FMRI; ANISOTROPY; MRI; ABNORMALITIES; VISUALIZATION;
D O I
10.3390/brainsci12020156
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Schizophrenia is widely seen as a disorder of dysconnectivity. Neuroimaging studies have examined both structural and functional connectivity in the disorder, but these modalities have rarely been integrated directly. We scanned 29 patients with schizophrenia and 25 healthy control subjects, and we acquired resting state fMRI and diffusion tensor imaging. We used the Functional and Tractographic Connectivity Analysis Toolbox (FATCAT) to estimate functional and structural connectivity of the default mode network. Correlations between modalities were investigated, and multimodal connectivity scores (MCS) were created using principal component analysis. Of the 28 possible region pairs, 9 showed consistent (>80%) tracts across participants. Correlations between modalities were found among those with schizophrenia for the prefrontal cortex, posterior cingulate, and lateral temporal lobes, with frontal and parietal regions, consistent with frontotemporoparietal network involvement in the disorder. In patients, MCS correlated with several aspects of the Positive and Negative Syndrome Scale, with higher multimodal connectivity associated with outward-directed (externalizing) behavior and lower multimodal connectivity related to psychosis per se. In this preliminary sample, we found FATCAT to be a useful toolbox to directly integrate and examine connectivity between imaging modalities. A consideration of conjoint structural and functional connectivity can provide important information about the network mechanisms of schizophrenia.
引用
收藏
页数:15
相关论文
共 73 条
  • [1] MRI study of white matter diffusion anisotropy in schizophrenia
    Ardekani, BA
    Nierenberg, J
    Hoptman, MJ
    Javitt, DC
    Lim, KO
    [J]. NEUROREPORT, 2003, 14 (16) : 2025 - 2029
  • [2] Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain
    Avants, B. B.
    Epstein, C. L.
    Grossman, M.
    Gee, J. C.
    [J]. MEDICAL IMAGE ANALYSIS, 2008, 12 (01) : 26 - 41
  • [3] Altered resting state complexity in schizophrenia
    Bassett, Danielle S.
    Nelson, Brent G.
    Mueller, Bryon A.
    Camchong, Jazmin
    Lim, Kelvin O.
    [J]. NEUROIMAGE, 2012, 59 (03) : 2196 - 2207
  • [4] Dysconnectivity Within the Default Mode in First-Episode Schizophrenia: A Stochastic Dynamic Causal Modeling Study With Functional Magnetic Resonance Imaging
    Bastos-Leite, Antonio J.
    Ridgway, Gerard R.
    Silveira, Celeste
    Norton, Andreia
    Reis, Salome
    Friston, Karl J.
    [J]. SCHIZOPHRENIA BULLETIN, 2015, 41 (01) : 144 - 153
  • [5] Development of structure-function coupling in human brain networks during youth
    Baum, Graham L.
    Cui, Zaixu
    Roalf, David R.
    Ciric, Rastko
    Betzel, Richard F.
    Larsen, Bart
    Cieslak, Matthew
    Cook, Philip A.
    Xia, Cedric H.
    Moore, Tyler M.
    Ruparel, Kosha
    Oathes, Desmond J.
    Alexander-Bloch, Aaron F.
    Shinohara, Russell T.
    Raznahan, Armin
    Gur, Raquel E.
    Gur, Ruben C.
    Bassett, Danielle S.
    Satterthwaite, Theodore D.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (01) : 771 - 778
  • [6] Spontaneous low-frequency fluctuations in the BOLD signal in schizophrenic patients:: Anomalies in the default network
    Bluhm, Robyn L.
    Miller, Jodi
    Lanius, Ruth A.
    Osuch, Elizabeth A.
    Boksman, Kristine
    Neufeld, R. W. J.
    Theberge, Jean
    Schaefer, Betsy
    Williamson, Peter
    [J]. SCHIZOPHRENIA BULLETIN, 2007, 33 (04) : 1004 - 1012
  • [7] White matter pathway organization of the reward system is related to positive and negative symptoms in schizophrenia
    Bracht, Tobias
    Horn, Helge
    Strik, Werner
    Federspiel, Andrea
    Razavi, Nadja
    Stegmayer, Katharina
    Wiest, Roland
    Dierks, Thomas
    Mueller, Thomas J.
    Walther, Sebastian
    [J]. SCHIZOPHRENIA RESEARCH, 2014, 153 (1-3) : 136 - 142
  • [8] MRI white matter diffusion anisotropy and PET metabolic rate in schizophrenia
    Buchsbaum, MS
    Tang, CY
    Peled, S
    Gudbjartsson, H
    Lu, DF
    Hazlett, EA
    Downhill, J
    Haznedar, M
    Fallon, JH
    Atlas, SW
    [J]. NEUROREPORT, 1998, 9 (03) : 425 - 430
  • [9] The dysplastic net hypothesis: an integration of developmental and dysconnectivity theories of schizophrenia
    Bullmore, ET
    Frangou, S
    Murray, RM
    [J]. SCHIZOPHRENIA RESEARCH, 1997, 28 (2-3) : 143 - 156
  • [10] Visual white matter integrity in schizophrenia
    Butler, Pamela D.
    Hoptman, Matthew J.
    Nierenberg, Jay
    Foxe, John J.
    Javitt, Daniel C.
    Lim, Kelvin O.
    [J]. AMERICAN JOURNAL OF PSYCHIATRY, 2006, 163 (11) : 2011 - 2013