Sijin Dong

CST1 stabilizes GPX4 to suppress ferroptosis and promote bladder cancer progression

Cystatin SN (CST1), a cysteine protease inhibitor, participates in various cancers, yet its function and mechanism in bladder cancer (BCa) are unclear. Public databases, BCa cells and clinical samples were used to analyze CST1 expression profiles. Functional experiments detected...

Fixed-Sequence Confidence-Interval Calibration for Finite-Sample Selective Risk Control

Selective prediction requires a statistically reliable rule for deciding which model outputs can be returned while controlling the error rate among accepted predictions. In large language model (LLM) applications, uncertainty scores provide useful ranking information, but directl...