Multi-Timescale Neural Adaptation Failure as a Mechanistic Signature of Major Depression
Yun Hui Yang, Yanli Zhao, Kun Xie, Chenfan Song, Yilun Huang, Anhui Kong, Shiqi Huang, Zixuan Xing, Wenyi Wang, Nils Muhlert, Rebecca Elliott, Shuping Tan, Zhenhong He, Dandan Zhang
This paper identifies neural adaptation failure as a core mechanism of major depression, showing it outperforms traditional measures in classification and provides a scalable biomarker.
bioRxiv · Dec 18, 2025 · PreprintNeuroscience