A free association semantic task for fNIRS-based perinatal depression assessment.
Danni Chen1, Xuanjin Yang2, Yuanyuan Liang1
1Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China.
Functional near-infrared spectroscopy (fNIRS) with a new semantic task shows promise for assessing perinatal depression (PD). This method effectively correlates brain activity with PD severity, offering an objective assessment tool.
Area of Science:
- Neuroscience
- Psychiatry
- Medical Imaging
Background:
- Perinatal depression (PD) significantly impacts maternal and infant well-being, yet objective assessment tools remain limited.
- Functional near-infrared spectroscopy (fNIRS) is an emerging non-invasive neuroimaging technique for depression assessment.
Purpose of the Study:
- To introduce and validate a novel Free Association Semantic Task (FAST) paradigm using fNIRS for assessing perinatal depression.
- To investigate the neural correlates of emotional processing in perinatal depression using fNIRS.
Main Methods:
- A 48-channel fNIRS system recorded brain activity over frontal and temporal regions during a FAST involving positive, negative, and neutral seed words.
- Participants generated dynamic concept chains, and brain activity (oxyhemoglobin changes) was analyzed in relation to PD severity.
- Comparison with a classical verbal fluency test (VFT) was performed.
Main Results:
- fNIRS during FAST with positive and negative seed words showed correlations with PD severity in the frontal region, differing from neutral words and VFT.
- Distinct frontal activation patterns correlated with PD severity for positive (right dorsolateral prefrontal cortex) and negative (right inferior frontal gyrus) seed words.
- Regression analyses confirmed that FAST with emotional seed words effectively explained PD severity.
Conclusions:
- The proposed FAST paradigm using fNIRS is a promising, objective tool for assessing perinatal depression severity.
- This method offers insights into the neural mechanisms underlying emotional processing in PD.
- fNIRS-based FAST provides a potential avenue for improved clinical evaluation of perinatal depression.
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