Human amygdala engagement moderated by early life stress exposure is a biobehavioral target for predicting recovery on antidepressants

被引:41
作者
Goldstein-Piekarski, Andrea N. [1 ,2 ]
Korgaonkar, Mayuresh S. [3 ,4 ]
Green, Erin [1 ,5 ]
Suppes, Trisha [1 ,5 ]
Schatzberg, Alan F. [1 ]
Hastie, Trevor [6 ,7 ]
Nemeroff, Charles B. [8 ]
Williams, Leanne M. [1 ,2 ]
机构
[1] Stanford Univ, Psychiat & Behav Sci, Stanford, CA 94305 USA
[2] Vet Affairs Palo Alto Hlth Care Syst, Sierra Pacific Mental Illness Res Educ & Clin Ctr, Palo Alto, CA 94304 USA
[3] Univ Sydney, Westmead Inst Med Res, Brain Dynam Ctr, Westmead, NSW 2145, Australia
[4] Sydney Med Sch, Discipline Psychiat, Westmead, NSW 2145, Australia
[5] Vet Affairs Palo Alto Hlth Care Syst, Palo Alto, CA 94304 USA
[6] Stanford Univ, Dept Stat, Stanford, CA 94305 USA
[7] Stanford Univ, Biomed Data Sci Dept, Stanford, CA 94305 USA
[8] Univ Miami, Miller Sch Med, Psychiat & Behav Sci, Miami, FL 33136 USA
关键词
amygdala; early life stress; human brain imaging; predictive biomarkers; antidepressant remission; MAJOR DEPRESSIVE DISORDER; CHILDHOOD MALTREATMENT; OPTIMIZED TREATMENT; ISPOT-D; EMOTIONAL FACES; DSM-IV; VULNERABILITY; TRAUMA; NEUROPLASTICITY; SYMPTOMATOLOGY;
D O I
10.1073/pnas.1606671113
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Amygdala circuitry and early life stress (ELS) are both strongly and independently implicated in the neurobiology of depression. Importantly, animal models have revealed that the contribution of ELS to the development and maintenance of depression is likely a consequence of structural and physiological changes in amygdala circuitry in response to stress hormones. Despite these mechanistic foundations, amygdala engagement and ELS have not been investigated as biobehavioral targets for predicting functional remission in translational human studies of depression. Addressing this question, we integrated human neuroimaging and measurement of ELS within a controlled trial of antidepressant outcomes. Here we demonstrate that the interaction between amygdala activation engaged by emotional stimuli and ELS predicts functional remission on antidepressants with a greater than 80% cross-validated accuracy. Our model suggests that in depressed people with high ELS, the likelihood of remission is highest with greater amygdala reactivity to socially rewarding stimuli, whereas for those with low-ELS exposure, remission is associated with lower amygdala reactivity to both rewarding and threat-related stimuli. This full model predicted functional remission over and above the contribution of demographics, symptom severity, ELS, and amygdala reactivity alone. These findings identify a human target for elucidating the mechanisms of antidepressant functional remission and offer a target for developing novel therapeutics. The results also offer a proof-of-concept for using neuroimaging as a target for guiding neuroscience-informed intervention decisions at the level of the individual person.
引用
收藏
页码:11955 / 11960
页数:6
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