A review of systems biology research of anxiety disorders

被引:9
|
作者
Mufford, Mary S. [1 ]
van der Meer, Dennis [2 ,3 ,4 ]
Andreassen, Ole A. [2 ,3 ]
Ramesar, Raj [1 ]
Stein, Dan J. [5 ,6 ]
Dalvie, Shareefa [5 ,6 ]
机构
[1] Univ Cape Town, Inst Infect Dis & Mol Med, South African Med Res Council, Dept Pathol,Genom & Precis Med Res Unit, Cape Town, South Africa
[2] Oslo Univ Hosp, Norwegian Ctr Mental Disorders Res NORMENT, Div Mental Hlth & Addict, Oslo, Norway
[3] Univ Oslo, Inst Clin Med, Oslo, Norway
[4] Maastricht Univ, Fac Hlth Med & Life Sci, Sch Mental Hlth & Neurosci, Maastricht, Netherlands
[5] Univ Cape Town, Dept Psychiat, South African Med Res Council SAMRC, Unit Risk & Resilience Mental Disorders, Cape Town, South Africa
[6] Univ Cape Town, Neurosci Inst, Cape Town, South Africa
基金
英国医学研究理事会;
关键词
Anxiety disorders; systems biology; biomarkers; machine learning; EXPRESSION PROFILES; LIFETIME PREVALENCE; WIDE ASSOCIATION; PANIC DISORDER; GENE; DEPRESSION; BRAIN; METAANALYSIS; STRESS; EPIDEMIOLOGY;
D O I
10.1590/1516-4446-2020-1090
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
The development of "omic"technologies and deep phenotyping may facilitate a systems biology approach to understanding anxiety disorders. Systems biology approaches incorporate data from multiple modalities (e.g., genomic, neuroimaging) with functional analyses (e.g., animal and tissue culture models) and mathematical modeling (e.g., machine learning) to investigate pathological biophysical networks at various scales. Here we review: i) the neurobiology of anxiety disorders; ii) how systems biology approaches have advanced this work; and iii) the clinical implications and future directions of this research. Systems biology approaches have provided an improved functional understanding of candidate biomarkers and have suggested future potential for refining the diagnosis, prognosis, and treatment of anxiety disorders. The systems biology approach for anxiety disorders is, however, in its infancy and in some instances is characterized by insufficient power and replication. The studies reviewed here represent important steps to further untangling the pathophysiology of anxiety disorders.
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页码:414 / 423
页数:10
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