Suppressed activity of the rostral anterior cingulate cortex as a biomarker for depression remission.

We confirm that rACC activity acts as a prognostic biomarker for depression. The machine learning model can identify patients who are likely to have difficult-to-treat depression, which might direct the earlier provision of enhanced support and more intensive therapies.