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
  • [1] Cognitive dimensions in first-episode schizophrenia spectrum disorders
    Gonzalez-Blanch, Cesar
    Crespo-Facorro, Benedicto
    Alvarez-Jimenez, Mario
    Manuel Rodriguez-Sanchez, Jose
    Maria Pelayo-Teran, Jose
    Perez-Iglesias, Rocio
    Luis Vazquez-Barquero, Jose
    JOURNAL OF PSYCHIATRIC RESEARCH, 2007, 41 (11) : 968 - 977
  • [2] Subregional thalamic functional connectivity abnormalities and cognitive impairments in first-episode schizophrenia
    Wang, Li-na
    Lin, Shuo
    Tian, Lu
    Wu, Han
    Jin, Wen-qing
    Wang, Wen
    Pan, Wei-gang
    Yang, Chun-lin
    Ren, Yan-ping
    Ma, Xin
    Tang, Yi-lang
    ASIAN JOURNAL OF PSYCHIATRY, 2024, 96
  • [3] Associations of sexual orientation with symptom profiles in first-episode schizophrenia spectrum disorders
    Luckhoff, Hilmar
    Smit, Retha
    Del Re, Elisabetta
    Kilian, Sanja
    Phahladira, Lebogang
    Emsley, Robin
    Asmal, Laila
    SCHIZOPHRENIA RESEARCH, 2024, 274 : 180 - 181
  • [4] Prefrontal Functional Connectivity and Hostility in First-Episode Schizophrenia
    Sarpal, Deepak K.
    Lencz, Todd
    Robinson, Delbert G.
    Argyelan, Miklos
    Szeszko, Philip R.
    Karlsgodt, Katherine H.
    Gallego, Juan A.
    Kane, John M.
    Malhotra, Anil K.
    BIOLOGICAL PSYCHIATRY, 2016, 79 (09) : 388S - 388S
  • [5] Prefrontal Functional Connectivity and Hostility in First-Episode Schizophrenia
    Sarpal, Deepak
    Lencz, Todd
    Robinson, Delbert
    Argyelan, Miklos
    Szeszko, Philip
    Karlsgodt, Katherine
    Gallego, Juan
    Malhotra, Anil
    NEUROPSYCHOPHARMACOLOGY, 2015, 40 : S367 - S368
  • [6] IN-BETWEEN COGNITIVE DOMAINS CORRELATIONS IN FIRST-EPISODE SCHIZOPHRENIA SPECTRUM DISORDERS
    Manchola, Mabel Virginia Rodriguez
    Kratochvilova, Zuzana
    Hlinka, Jaroslav
    Fajnerova, Iveta
    Vorackova, Veronika
    Dorazilova, Aneta
    Sedlakova, Katerina
    Juraj, Jonas
    Prajsova, Jitka
    Spaniel, Filip
    SCHIZOPHRENIA BULLETIN, 2017, 43 : S125 - S125
  • [7] Cognitive reserve, cognition and quality of life in first-episode schizophrenia spectrum disorders
    Knizkova, Karolina
    Kerkova, Barbora
    Rodriguez, Mabel
    Sustova, Petra
    Jonas, Juraj
    INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2023, 58 : 227 - 227
  • [8] Cognitive functioning in the early course of first-episode schizophrenia spectrum disorders -: Timing and patterns
    Gonzalez-Blanch, Cesar
    Alvarez-Jimenez, Mario
    Rodriguez-Sanchez, Jose Manuel
    Perez-Iglesias, Rocio
    Vazquez-Barquero, Jose Luis
    Crespo-Facorro, Benedicto
    EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE, 2006, 256 (06) : 364 - 371
  • [9] Altered functional connectivity of cerebellar networks in first-episode schizophrenia
    Feng, Sitong
    Zheng, Sisi
    Zou, Haoming
    Dong, Linrui
    Zhu, Hong
    Liu, Shanshan
    Wang, Dan
    Ning, Yanzhe
    Jia, Hongxiao
    FRONTIERS IN CELLULAR NEUROSCIENCE, 2022, 16
  • [10] Antipsychotic Treatment and Functional Connectivity of the Striatum in First-Episode Schizophrenia
    Sarpal, Deepak K.
    Robinson, Delbert G.
    Lencz, Todd
    Argyelan, Miklos
    Ikuta, Toshikazu
    Karlsgodt, Katherine
    Gallego, Juan A.
    Kane, John M.
    Szeszko, Philip R.
    Malhotra, Anil K.
    JAMA PSYCHIATRY, 2015, 72 (01) : 5 - 13