Biological PsychiatryNeurosciencePeer-reviewed journal article
Dopamine and serotonin transients predict depressive symptom relief following deep brain stimulation of human subcallosal cingulate cortex
Blair R. K. ShevliniD, Qi Xiu FuiD, Seth R. BatteniD, Brian Harris KopelliD, Arianna Neal DavisiD, Matthew HefliniD, Stephen HeisigiD, Christopher J. RozelliD, Ayaka KatoiD, Kaustubh R. KulkarniiD, Ki Sueng ChoiiD, Ha Neul SongiD, Shannon K. O’Neill, Tanya NauveliD, Isha TrivediiD, Jason P. WhiteiD, Terry M. LohrenziD, Martijn FigeeiD, Thomas TwomeyiD, Rosalyn MoraniD, Dan BangiD, Alec E. HartleiD, William M. HoweiD, Kenneth T. KishidaiD, Leonardo S. BarbosaiD, , Xiaosi GuiD
Abstract
Recent advances in deep brain stimulation (DBS) of the subcallosal cingulate (SCC) show promise in mitigating the symptoms of treatment-resistant depression (TRD) in humans1-3. Monoamines, such as dopamine and serotonin, mediate the effects of pharmacological treatments of depression. However, their roles in recovery following DBS remain elusive, largely due to technical limitations of measuring these neurotransmitters in the living human brain. Here, by leveraging machine learning-enhanced electrochemistry4-7, we show that dopamine and serotonin signaling following DBS to the SCC predicted later depressive symptom relief in humans with TRD. We found that both dopamine and serotonin levels increased following subtherapeutic intraoperative SCC stimulation, with each neurotransmitter showing selective responses to distinct decision-making tasks. Furthermore, acute dopamine increases predicted later mood improvements during a social decision-making task, while serotonin enhancement predicted faster responses during a non-social learning task longitudinally. Critically, changes in dopamine and serotonin levels during the social decision-making task jointly predicted depressive symptom remission at 6-month follow-up. These findings illustrate the contribution of both dopamine and serotonin signaling in predicting behavioral improvement and depressive symptom remission in humans with TRD. Such neurochemical plasticity may serve as potential mechanistic biomarkers for SCC DBS mechanism and TRD treatment response. Significance statementO_LIDopamine and serotonin levels increased following acute DBS to the SCC in humans. C_LIO_LIAcute dopamine and serotonin changes predicted later mood and response speed changes. C_LIO_LISustained TRD recovery was predicted by acute increases in both dopamine and serotonin estimates. C_LI
- organism: human
- assay: electronic health records
- research focus: drug response / drug discovery
- approach: machine learning (classical)
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 0th percentile
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