Disrupted modular organization of primary sensory brain areas in schizophrenia

被引:41
|
作者
Bordier, Cecile [1 ]
Nicolini, Carlo [1 ,2 ]
Forcellini, Giulia [1 ,3 ]
Bifone, Angelo [1 ]
机构
[1] Ist Italiano Tecnol, Ctr Neurosci & Cognit Syst, Rovereto, TN, Italy
[2] Univ Verona, Verona, Italy
[3] Univ Trento, CIMeC, Ctr Mind Brain Sci, Rovereto, Italy
关键词
Schizophrenia; Surprise; Asymptotical surprise; Functional connectivity; Community detection; Modularity; Graph theory; Complex networks; NETWORK COMMUNITY STRUCTURE; GRAPH-THEORETICAL ANALYSIS; FUNCTIONAL CONNECTIVITY; SMALL-WORLD; COMPLEX NETWORKS; DYSFUNCTION; DYSCONNECTIVITY; SENSITIVITY; PERCEPTION; CONNECTOME;
D O I
10.1016/j.nicl.2018.02.035
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Abnormal brain resting-state functional connectivity has been consistently observed in patients affected by schizophrenia (SCZ) using functional MRI and other neuroimaging techniques. Graph theoretical methods provide a framework to investigate these defective functional interactions and their effects on the organization of brain connectivity networks. A few studies have shown altered distribution of connectivity within and between functional modules in SCZ patients, an indication of imbalanced functional segregation ad integration. However, no major alterations of modular organization have been reported in patients, and unambiguous identification of the neural substrates affected remains elusive. Recently, it has been demonstrated that current modularity analysis methods suffer from a fundamental and severe resolution limit, as they fail to detect features that are smaller than a scale determined by the size of the entire connectivity network. This resolution limit is likely to have hampered the ability to resolve differences between patients and controls in previous studies. Here, we apply Surprise, a novel resolution limit-free approach, to study the modular organization of resting state functional connectivity networks in a large cohort of SCZ patients and in matched healthy controls. Leveraging these important methodological advances we find new evidence of substantial fragmentation and reorganization involving primary sensory, auditory and visual areas in SCZ patients. Conversely, frontal and prefrontal areas, typically associated with higher cognitive functions, appear to be largely unaffected, with changes selectively involving language and speech processing areas. Our findings support the hypothesis that cognitive dysfunction in SCZ may involve deficits occurring already at early stages of sensory processing.
引用
收藏
页码:682 / 693
页数:12
相关论文
共 50 条
  • [1] Abnormalities in the modular neocortical organization of the brain in patients with schizophrenia
    Casanova, MF
    Buxhoeveden, D
    Roy, E
    Switala, A
    BIOLOGICAL PSYCHIATRY, 2003, 53 (08) : 60S - 60S
  • [2] Abnormalities in the modular neocortical organization of the brain in patients with schizophrenia
    Roy, E
    Casanova, AF
    Buxhoeveden, D
    Switala, A
    SCHIZOPHRENIA RESEARCH, 2003, 60 (01) : 74 - 74
  • [3] Sensory areas of the brain
    Adrain, ED
    LANCET, 1943, 2 : 33 - 35
  • [4] BRAIN ORGANIZATION IN SCHIZOPHRENIA
    VOLKOW, ND
    BRODIE, JD
    WOLF, AP
    GOMEZMONT, F
    CANCRO, R
    VANGELDER, P
    RUSSELL, JAG
    OVERALL, J
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 1986, 6 (04): : 441 - 446
  • [5] Modular and hierarchically modular organization of brain networks
    Meunier, David
    Lambiotte, Renaud
    Bullmore, Edward T.
    FRONTIERS IN NEUROSCIENCE, 2010, 4
  • [6] Disrupted integrity of the fornix is associated with impaired memory organization in schizophrenia
    Takei, Kunio
    Yamasue, Hidenori
    Abe, Osamu
    Yamada, Haruyasu
    Inoue, Hideyuki
    Suga, Motomu
    Sekita, Kayoko
    Sasaki, Hiroki
    Rogers, Mark
    Aoki, Shigeki
    Kasai, Kiyoto
    SCHIZOPHRENIA RESEARCH, 2008, 103 (1-3) : 52 - 61
  • [7] Disrupted stepwise functional brain organization in overweight individuals
    Hyebin Lee
    Junmo Kwon
    Jong-eun Lee
    Bo-yong Park
    Hyunjin Park
    Communications Biology, 5
  • [8] Disrupted stepwise functional brain organization in overweight individuals
    Lee, Hyebin
    Kwon, Junmo
    Lee, Jong-eun
    Park, Bo-yong
    Park, Hyunjin
    COMMUNICATIONS BIOLOGY, 2022, 5 (01)
  • [9] ROLE OF PROJECTION AND ASSOCIATION AREAS OF BRAIN CORTEX IN ORGANIZATION OF SENSORY PROVISION OF CAUDATE NUCLEI IN MONKEYS
    TOLKUNOV, BF
    DOKLADY AKADEMII NAUK SSSR, 1973, 211 (06): : 1479 - 1481
  • [10] Characteristics of disrupted topological organization in white matter functional connectome in schizophrenia
    Jiang, Yuchao
    Yao, Dezhong
    Zhou, Jingyu
    Tan, Yue
    Huang, Huan
    Wang, MeiLin
    Chang, Xin
    Duan, Mingjun
    Luo, Cheng
    PSYCHOLOGICAL MEDICINE, 2022, 52 (07) : 1333 - 1343