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Zi-Yan Liu

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Open access Sep 2026

Gut microbiota dysbiosis is associated with the synaptic deficits and cognitive impairment induced by LCM mixtures within a proposed mechanistic framework consistent with the AOP concept.

It is found that long-term exposure to LCM mixtures at environmental levels more strongly inhibited viability in hippocampal HT22 cells and microglial BV2 cells than individual compounds, and was associated with memory deficits in mice accompanied by neuroinflammation and reduced hippocampal synaptic plasticity.

Lian-Rui Duan, Jia-Yi Liang, Wei Zhang et al. · 0 citations
Aug 2026

YTHDF3-Dependent m6A Modification of cGAS Drives Nanoparticle-Induced Senescence in Spermatocytes.

BACKGROUND Nanoplastics (NPs), owing to their small size and ability to cross the blood-testis barrier, pose a potential risk to the male reproductive system. However, the molecular mechanisms underlying NP-induced reproductive toxicity, particularly cell senescence, remain poorly understood. OBJECTIVES This study ai...

Jia-Yi Liang, Wei Zhang, Hui Kang et al. · 0 citations
#artificial intelligence Preprint Aug 2025

BridgeShield: Risk-Aware Graph Modeling for Cross-Chain Bridge Attack Detection

BridgeShield is presented, a graph-based framework for detecting cross-chain bridge attacks through risk-aware modeling of cross-chain execution behaviors, and consistently outperforms existing rule-based and graph-based baselines in cross-chain attack detection.

Dan-yan Lin, Shun-Feng Lu, Zi-Yan Liu et al. · 0 citations
Review Aug 2026

Intern-S2-Preview: Scientific Agentic Foundation Model

Evaluations across scientific, multimodal, agentic, and general-purpose benchmarks show that Intern-S2-Preview-397B achieves competitive or leading results in multiple settings.

Lei Bai, Jiaqi Cao, Chiyu Chen et al. · 3 citations

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