Author

Meng-Ran Zhang

3 papers indexed here

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Oct 2026

Metabolic-inflammatory biomarkers and risk of severe and common mental disorders: a large prospective cohort study.

BACKGROUND Inflammation and metabolic dysregulation are closely linked to mental disorders. This study systematically compared three metabolic-inflammatory indices-remnant cholesterol inflammatory index (RCII), neutrophil-to-high-density lipoprotein cholesterol ratio (NHR), and C-reactive protein-triglyceride-glucose i...

Yi-Xin Ouyang, Xin-Ru Guo, Song-Yu Wu et al. · Psychiatry Research · 0 citations

Review Open access Aug 2026

MultiFlow: coupled flow matching for predicting single-cell multiomic perturbation responses in unseen cellular contexts

Predicting cellular responses to perturbation requires resolving coordinated changes across molecular layers, yet most single-cell perturbation models focus on transcriptional responses alone. Here we present MultiFlow, a coupled flow-matching framework that unifies generation and perturbation prediction of paired gene...

Hao-Chen Wang, Charming Zhang, Meng-Ran Zhang et al. · bioRxiv · 0 citations

Aug 2026

Peripheral GDF15 as an early biomarker for brain disorders: A large prospective cohort study.

Plasma GDF15 is associated with a broad range of incident brain disorders and may act partly through lipid- and inflammation-related pathways, particularly HDL-C and neutrophil count.

Xin-Ru Guo, Song-Yu Wu, Zhou-Yang Sun et al. · Progress in Neuro-psychophar... · 0 citations