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Anterior default mode network and posterior insular connectivity is predictive of depressive symptom reduction following serial ketamine infusion.
- Source :
-
Psychological medicine [Psychol Med] 2022 Sep; Vol. 52 (12), pp. 2376-2386. Date of Electronic Publication: 2022 May 17. - Publication Year :
- 2022
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Abstract
- Background: Ketamine is a rapidly-acting antidepressant treatment with robust response rates. Previous studies have reported that serial ketamine therapy modulates resting state functional connectivity in several large-scale networks, though it remains unknown whether variations in brain structure, function, and connectivity impact subsequent treatment success. We used a data-driven approach to determine whether pretreatment multimodal neuroimaging measures predict changes along symptom dimensions of depression following serial ketamine infusion.<br />Methods: Patients with depression ( n = 60) received structural, resting state functional, and diffusion MRI scans before treatment. Depressive symptoms were assessed using the 17-item Hamilton Depression Rating Scale (HDRS-17), the Inventory of Depressive Symptomatology (IDS-C), and the Rumination Response Scale (RRS) before and 24 h after patients received four (0.5 mg/kg) infusions of racemic ketamine over 2 weeks. Nineteen unaffected controls were assessed at similar timepoints. Random forest regression models predicted symptom changes using pretreatment multimodal neuroimaging and demographic measures.<br />Results: Two HDRS-17 subscales, the HDRS-6 and core mood and anhedonia (CMA) symptoms, and the RRS: reflection (RRSR) scale were predicted significantly with 19, 27, and 1% variance explained, respectively. Increased right medial prefrontal cortex/anterior cingulate and posterior insula (PoI) and lower kurtosis of the superior longitudinal fasciculus predicted reduced HDRS-6 and CMA symptoms following treatment. RRSR change was predicted by global connectivity of the left posterior cingulate, left insula, and right superior parietal lobule.<br />Conclusions: Our findings support that connectivity of the anterior default mode network and PoI may serve as potential biomarkers of antidepressant outcomes for core depressive symptoms.
Details
- Language :
- English
- ISSN :
- 1469-8978
- Volume :
- 52
- Issue :
- 12
- Database :
- MEDLINE
- Journal :
- Psychological medicine
- Publication Type :
- Academic Journal
- Accession number :
- 35578581
- Full Text :
- https://doi.org/10.1017/S0033291722001313