Shulan Qiu

Temporal organization of shared brain states characterizes heterogeneity in major depressive disorder

This study identifies shared brain states in MDD and healthy controls using resting-state fMRI and hidden Markov modeling, revealing two distinct neurodynamic architectures associated with different symptom patterns.

Noncanonical Circular RNAs and Potential Functions

This study identifies and validates noncanonical circRNAs in lung cancer, showing they are abundant, functional, and clinically relevant.

Multimodal Behavior Scoring quantifies depression-like severity across chronic stress models and identifies stress-resilient mice

The paper introduces MBS, a multimodal scoring system to quantify depression-like severity in stressed mice, identifying resilient subpopulations and behavioral patterns across stress models.

Circular RNA identification using a genomic language model and a small number of authenticated examples

The paper introduces circFormer, a genomic language model-driven method for circular RNA identification, which outperforms traditional approaches and validates a high percentage of its candidates.

Circuit-Specific Resting-State fMRI Signatures for Stratifying First-Episode Major Depressive Disorder and Predicting Recurrence Risk

The paper develops a neurocomputational framework to predict recurrence risk in first-episode depression using resting-state fMRI and identifies circuit-level neural correlates of relapse.

Adult-onset CNS sulfatide deficiency causes sex-dependent metabolic disruption in aging

This study shows that CNS sulfatide deficiency causes sex-dependent metabolic changes in aging, with females showing more severe metabolic disruption than males.