Ongoing monitoring of mindwandering in avoidant grief through cortico-basal-ganglia interactions

被引:8
作者
Schneck, Noam [1 ,2 ,3 ]
Tu, Tao [3 ]
Haufe, Stefan [4 ]
Bonanno, George A. [5 ]
GalfaIvy, Hanga [2 ,6 ]
Ochsner, Kevin N. [7 ]
Mann, J. John [1 ,2 ]
Sajda, Paul [3 ,8 ,9 ]
机构
[1] New York State Psychiat Inst & Hosp, Div Mol Imaging & Neuropathol, New York, NY 10032 USA
[2] Columbia Univ, Dept Psychiat, New York, NY 10032 USA
[3] Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
[4] Tech Univ Berlin, Inst Software Engn & Theoret Comp Sci, Machine Learning Grp, D-10623 Berlin, Germany
[5] Columbia Univ, Teachers Coll, Dept Clin Psychol, New York, NY 10027 USA
[6] Columbia Univ, Dept Biostat, New York, NY 10032 USA
[7] Columbia Univ, Dept Psychol, New York, NY 10027 USA
[8] Columbia Univ, Dept Radiol, New York, NY 10032 USA
[9] Columbia Univ, Data Sci Inst, New York, NY 10027 USA
关键词
MVPA; grieving; mindwandering; basal ganglia; frontotemporoparietal; WANDERING MIND; STROOP TASK; EVENT SCALE; RUMINATION; BEREAVEMENT; IMPACT; MODEL;
D O I
10.1093/scan/nsy114
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
An avoidant grief style is marked by repeated and often unsuccessful attempts to prevent thinking about loss. Prior work shows avoidant grief involves monitoring the external environment in order to avoid reminders of the loss. Here we sought to determine whether avoidant grievers also monitor the internal environment in attempts to minimize conscious awareness of loss-related thoughts. Individuals bereaved of a first-degree relative, spouse or partner within the last 14months participated in a functional magnetic resonance imaging (fMRI) study (N=29). We first applied machine learning to train neural patterns for attentional control and representation of the deceased (N=23). The attentional pattern was trained using fMRI data from a modified Stroop task assessing selective attention to reminders of the deceased. The representational pattern was trained using fMRI data from a task presenting pictures and stories of the deceased. We observed spontaneous fluctuations in these processes occurring during a neutral mindwandering fMRI task (N=27). At higher levels of avoidant grieving, activation of attentional control disrupted the relationship between the representational process and thoughts of loss. These findings show that avoidant grief involves attentional control to reduce the likelihood that deceased-related representations reach full conscious awareness.
引用
收藏
页码:163 / 172
页数:10
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