Two Neuroanatomical Signatures in Schizophrenia: Expression Strengths Over the First 2 Years of Treatment and Their Relationships to Neurodevelopmental Compromise and Antipsychotic Treatment

被引:4
|
作者
du Plessis, Stefan [1 ]
Chand, Ganesh B. [2 ,3 ]
Erus, Guray [2 ]
Phahladira, Lebogang [1 ]
Luckhoff, Hilmar K. [1 ]
Smit, Retha [1 ]
Asmal, Laila [1 ]
Wolf, Daniel H. [2 ]
Davatzikos, Christos [2 ]
Emsley, Robin [1 ,4 ]
机构
[1] Stellenbosch Univ, Fac Med & Hlth Sci, Dept Psychiat, Tygerberg Campus, Cape Town, South Africa
[2] Univ Penn, Ctr Biomed Image Comp & Analyt, Perelman Sch Med, Philadelphia, PA USA
[3] Washington Univ, Mallinckrodt Inst Radiol, Dept Radiol, Sch Med, St Louis, MO USA
[4] Stellenbosch Univ, Fac Med & Hlth Sci, Dept Psychiat, POB 241, ZA-8000 Cape Town, South Africa
基金
英国医学研究理事会;
关键词
structural; MRI/semi-supervised; machine; learning/first-episode/long-acting; injectable; antipsychotic; SYNDROME SCALE PANSS; PREMORBID ADJUSTMENT; UPDATE; PSYCHOPATHOLOGY; REGISTRATION; MORPHOMETRY; VALIDATION; MEDICATION; COGNITION; MODEL;
D O I
10.1093/schbul/sbad040
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Background and Hypothesis Two machine learning derived neuroanatomical signatures were recently described. Signature 1 is associated with widespread grey matter volume reductions and signature 2 with larger basal ganglia and internal capsule volumes. We hypothesized that they represent the neurodevelopmental and treatment-responsive components of schizophrenia respectively.Study Design: We assessed the expression strength trajectories of these signatures and evaluated their relationships with indicators of neurodevelopmental compromise and with antipsychotic treatment effects in 83 previously minimally treated individuals with a first episode of a schizophrenia spectrum disorder who received standardized treatment and underwent comprehensive clinical, cognitive and neuroimaging assessments over 24 months. Ninety-six matched healthy case-controls were included.Study Results: Linear mixed effect repeated measures models indicated that the patients had stronger expression of signature 1 than controls that remained stable over time and was not related to treatment. Stronger signature 1 expression showed trend associations with lower educational attainment, poorer sensory integration, and worse cognitive performance for working memory, verbal learning and reasoning and problem solving. The most striking finding was that signature 2 expression was similar for patients and controls at baseline but increased significantly with treatment in the patients. Greater increase in signature 2 expression was associated with larger reductions in PANSS total score and increases in BMI and not associated with neurodevelopmental indices.Conclusions These findings provide supporting evidence for two distinct neuroanatomical signatures representing the neurodevelopmental and treatment-responsive components of schizophrenia.
引用
收藏
页码:1067 / 1077
页数:11
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