Disrupted subcortical functional connectome gradient in drug-naive first-episode schizophrenia and the normalization effects after antipsychotic treatment

被引:19
作者
Yang, Chengmin [1 ,2 ]
Zhang, Wenjing [1 ,2 ]
Liu, Jiajun [3 ]
Yao, Li [1 ,2 ]
Bishop, Jeffrey R. R. [4 ]
Lencer, Rebekka [5 ]
Gong, Qiyong [1 ,2 ]
Yang, Zhipeng [3 ]
Lui, Su [1 ,2 ]
机构
[1] Sichuan Univ, West China Hosp, Huaxi MR Res Ctr HMRR, Funct & Mol Imaging Key Lab Sichuan Prov,Dept Rad, Chengdu, Peoples R China
[2] Chinese Acad Med Sci, Res Unit Psychoradiol, Chengdu, Peoples R China
[3] Chengdu Univ Informat Technol, Coll Elect Engn, Chengdu, Peoples R China
[4] Univ Minnesota, Coll Pharm, Dept Expt & Clin Pharmacol, Minneapolis, MN USA
[5] Univ Lubeck, Dept Psychiat & Psychotherapy, Lubeck, Germany
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
NEGATIVE SYNDROME SCALE; DEFAULT-MODE NETWORK; TREATMENT RESPONSE; DOPAMINE SYSTEM; ORGANIZATION;
D O I
10.1038/s41386-022-01512-0
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Antipsychotics are thought to improve schizophrenia symptoms through the antagonism of dopamine D2 receptors, which are abundant mainly in subcortical regions. By introducing functional gradient, a novel approach to identify hierarchy alterations by capturing the similarity of whole brain fucntional connectivity (FC) profiles between two voxels, the present study aimed to characterize how the subcortical gradient is associated with treatment effects and response in first-episode schizophrenia in vivo. Two independent samples of first-episode schizophrenia (FES) patients with matched healthy controls (HC) were obtained: the discovery dataset included 71 patients (FESOW) and 64 HC at baseline, and patients were re-scanned after either 6 weeks (FES6W, N = 33) or 12 months (FES12M, N = 57) of antipsychotic treatment, of which 19 patients finished both 6-week and 12-month evaluation. The validation dataset included 22 patients and 24 HC at baseline and patients were re-scanned after 6 weeks. Gradient metrics were calculated using BrainSpace Toolbox. Voxel-based gradient values were generated and group-averaged gradient values were further extracted across all voxels (global), three systems (thalamus, limbic and striatum) and their subcortical subfields. The comparisons were conducted separately between FESOW and HC for investigating illness effects, and between FESOW/FES12M and FES ow for treatment effects. Correlational analyses were then conducted between the longitudinal gradient alterations and the improvement of clinical ratings. Before treatment, schizophrenia patients exhibited an expanded range of global gradient scores compared to HC which indicated functional segregation within subcortical systems. The increased gradient in limbic system and decreased gradient in thalamic and striatal system contributed to the baseline abnormalities and led to the disruption of the subcortical functional integration. After treatment, these disruptions were normalized and the longitudinal changes of gradient scores in limbic system were significantly associated with symptom improvement. Similar illness and treatment effects were also observed in the validation dataset. By measuring functional hierarchy of subcortical organization, our findings provide a novel imaging marker that is sensitive to treatment effects and may make a promising indicator of treatment response in schizophrenia.
引用
收藏
页码:789 / 796
页数:8
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