Cognitive Profiles and Functional Connectivity in First-Episode Schizophrenia Spectrum Disorders - Linking Behavioral and Neuronal Data

被引:30
|
作者
Rodriguez, Mabel [1 ,2 ]
Zaytseva, Yuliya [1 ,3 ]
Cvrckova, Aneta [1 ,4 ]
Dvoracek, Boris [1 ,3 ]
Dorazilova, Aneta [1 ,5 ]
Jonas, Juraj [1 ,2 ]
Sustova, Petra [1 ]
Vorackova, Veronika [1 ,3 ]
Hajkova, Marie [1 ]
Kratochvilova, Zuzana [1 ]
Spaniel, Filip [1 ,3 ]
Mohr, Pavel [1 ,3 ]
机构
[1] Natl Inst Mental Hlth, Klecany, Czech Republic
[2] Charles Univ Prague, Fac Arts, Dept Psychol, Prague, Czech Republic
[3] Charles Univ Prague, Fac Med 3, Prague, Czech Republic
[4] Masaryk Univ, Fac Social Studies, Dept Psychol, Brno, Czech Republic
[5] Masaryk Univ, Fac Arts, Dept Psychol, Brno, Czech Republic
来源
FRONTIERS IN PSYCHOLOGY | 2019年 / 10卷
关键词
cognitive deficit; schizophrenia; first episodes; cognitive profiles; heterogeneity; cluster analysis; resting state functional connectivity; MATTER VOLUME ABNORMALITIES; FRONTOPARIETAL NETWORK; HEALTHY CONTROLS; NAIVE PATIENTS; HETEROGENEITY; PSYCHOSIS; SUBTYPES; METAANALYSIS; PERFORMANCE; IMPAIRMENT;
D O I
10.3389/fpsyg.2019.00689
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The character of cognitive deficit in schizophrenia is not clear due to the heterogeneity in research results. In heterogeneous conditions, the cluster solution allows the classification of individuals based on profiles. Our aim was to examine the cognitive profiles of first-episode schizophrenia spectrum disorder (FES) subjects based on cluster analysis, and to correlate these profiles with clinical variables and resting state brain connectivity, as measured with magnetic resonance imaging. A total of 67 FES subjects were assessed with a neuropsychological test battery and on clinical variables. The results of the cognitive domains were cluster analyzed. In addition, functional connectivity was calculated using ROI-to-ROI analysis with four groups: Three groups were defined based on the cluster analysis of cognitive performance and a control group with a normal cognitive performance. The connectivity was compared between the patient clusters and controls. We found different cognitive profiles based on three clusters: Cluster 1: decline in the attention, working memory/flexibility, and verbal memory domains. Cluster 2: decline in the verbal memory domain and above average performance in the attention domain. Cluster 3: generalized and severe deficit in all of the cognitive domains. FES diagnoses were distributed among all of the clusters. Cluster comparisons in neural connectivity also showed differences between the groups. Cluster 1 showed both hyperconnectivity between the cerebellum and precentral gyrus, the salience network (SN) (insula cortex), and fronto-parietal network (FPN) as well as between the PreCG and SN (insula cortex) and hypoconnectivity between the default mode network (DMN) and seeds of SN [insula and supramarginal gyrus (SMG)]; Cluster 2 showed hyperconnectivity between the DMN and cerebellum, SN (insula) and precentral gyrus, and FPN and IFG; Cluster 3 showed hypoconnectivity between the DMN and SN (insula) and SN (SMG) and pallidum. The cluster solution confirms the prevalence of a cognitive decline with different patterns of cognitive performance, and different levels of severity in FES. Moreover, separate behavioral cognitive subsets can be linked to patterns of brain functional connectivity.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] LATEROFRONTOPARIETAL NETWORK CONNECTIVITY IN FIRST-EPISODE SCHIZOPHRENIA
    Worthley, Alexis
    Diehl, Caroline
    Guha, Anika
    Subotnik, Kenneth
    Ventura, Joseph
    Nuechterlein, Keith
    Miller, Gregory
    Yee, Cindy
    PSYCHOPHYSIOLOGY, 2024, 61 : S193 - S193
  • [22] Altered Functional Connectivity of Striatum Based on the Integrated Connectivity Model in First-Episode Schizophrenia
    Zhang, Bei
    Lin, Pan
    Wang, Xiaosheng
    Ongur, Dost
    Ji, Xinlei
    Situ, Weijun
    Yao, Shuqiao
    Wang, Xiang
    FRONTIERS IN PSYCHIATRY, 2019, 10
  • [23] Causes and predictors of premature death in first-episode schizophrenia spectrum disorders
    Melle, Ingrid
    Johannesen, Jan Olav
    Haahr, Ulrik H.
    Hegelstad, Wenche Ten Velden
    Joa, Inge
    Langeveld, Johannes
    Larsen, Tor K.
    Opjordsmoen, Stein Ilner
    Qin, Ping
    Rossberg, Jan Ivar
    Rund, Bjorn Rishovd
    Simonsen, Erik
    Vaglum, Per J. W.
    McGlashan, Thomas H.
    Friis, Svein
    WORLD PSYCHIATRY, 2017, 16 (02): : 217 - 218
  • [24] Relationship of Cognition to Clinical Response in First-Episode Schizophrenia Spectrum Disorders
    Trampush, Joey W.
    Lencz, Todd
    DeRosse, Pamela
    John, Majnu
    Gallego, Juan A.
    Petrides, Georgios
    Hassoun, Youssef
    Zhang, Jian-Ping
    Addington, Jean
    Kellner, Charles H.
    Tohen, Mauricio
    Burdick, Katherine E.
    Goldberg, Terry E.
    Kane, John M.
    Robinson, Delbert G.
    Malhotra, Anil K.
    SCHIZOPHRENIA BULLETIN, 2015, 41 (06) : 1237 - 1247
  • [25] The Functional Connectivity Modeling of Human Striatum and the Altered Functional Connectivity of Striatum Subregions in First-Episode Schizophrenia
    Wang, Xiang
    Zhang, Bei
    Lin, Pan
    Wang, Xiaosheng
    Yao, Shuqiao
    BIOLOGICAL PSYCHIATRY, 2017, 81 (10) : S410 - S411
  • [26] Executive functioning in first-episode adolescents with schizophrenia spectrum disorders:: A comparison with first-episode adults and healthy control subjects
    Holmen, A.
    Juuhl-Langseth, M.
    Melle, I.
    Rund, B. R.
    SCHIZOPHRENIA BULLETIN, 2007, 33 (02) : 561 - 561
  • [27] Symptom and demographic profiles in first-episode schizophrenia
    Gelber, EI
    Kohler, CG
    Bilker, WB
    Gur, RC
    Brensinger, C
    Siegel, SJ
    Gur, RE
    SCHIZOPHRENIA RESEARCH, 2004, 67 (2-3) : 185 - 194
  • [28] Functional Connectivity of the Globus Pallidus in Patients With First-Episode Schizophrenia: Implications for Outcomes
    Sarpal, Deepak
    Tarcijonas, Goda
    Foran, William
    Luna, Beatriz
    NEUROPSYCHOPHARMACOLOGY, 2018, 43 : S249 - S249
  • [29] ALTERED RESTING-STATE FUNCTIONAL CONNECTIVITY OF STRIATUM IN FIRST-EPISODE SCHIZOPHRENIA
    Wang, Yi
    Hung, Karen S. Y.
    Deng, Michelle Y.
    Lui, Simon S. Y.
    Lee, Joe C. Y.
    Mak, Henry K. F.
    Khong, Pek-Lan
    Sham, Pak C.
    Cheung, Eric F. C.
    Chan, Raymond C. K.
    SCHIZOPHRENIA BULLETIN, 2017, 43 : S197 - S198
  • [30] Subcortical and insula functional connectivity aberrations and clinical implications in first-episode schizophrenia
    Wang, Bixin
    Zhang, Meng
    Fan, Fengmei
    Yuan, Chunyu
    Wang, Zhiren
    Tan, Yunlong
    Tan, Shuping
    ASIAN JOURNAL OF PSYCHIATRY, 2025, 103