PubMed HealthSearch

Biomedical subjects

Yuyang Liu

Publications and source records attributed to Yuyang Liu.

2 recordsLinked to original sources

A Molecularly Anchored Spatial Transcriptomic Framework for Precise CA1-Subiculum Parcellation and Region-Resolved Analysis in Alzheimer's Disease.

BACKGROUND: The precise molecular delineation of the interface between the Subiculum (Sub) and cornu ammonis 1 (CA1) is a challenge in hippocampal research, as conventional cytoarchitectural boundaries are often ambiguous and limit reproducible regional annotation. Here, we developed a molecularly anchored spatial transcriptomic framework to define CA1-Sub regional identities using high-definition spatial transcriptomics (Stereo-seq) and single-nucleus RNA sequencing (snRNA-seq) references. FINDINGS: Using a human hippocampal Stereo-seq dataset from 12 donors, we established a data-driven parcellation framework that defines reproducible molecular features distinguishing CA1 and Sub while capturing the transition between these regions. FN1 was identified as a Sub-enriched marker in a subset of EX_Sub and, together with ETV1 and additional regional markers, enabled molecular assignment of CA1 and Sub identities across datasets. The Sub association of FN1 and ETV1 was further supported by human 10X Genomics spatial transcriptomics, mouse in situ hybridization data, and a mouse spatial transcriptomic dataset. Applying this framework to Alzheimer's disease (AD) tissues revealed region-specific transcriptional alterations across CA1 and Sub, including enrichment of mitochondrial energy metabolism-related transcripts in the Sub, suggesting exploratory transcriptional associations of altered metabolic function. CONCLUSIONS: This study provides a molecularly anchored framework for human CA1-Sub parcellation that complements conventional annotation. By defining regional molecular states while preserving the biological continuum across CA1-Sub interface, this approach enables more consistent regional analysis of human hippocampus tissue across donors, datasets, and disease conditions.

Journal Article

Cysteine excess triggers a mitochondrial iron-dependent cell death.

Thiol-containing metabolites are central to cellular redox homeostasis1. Among these, cysteine functions as a proteogenic amino acid, supports redox balance and iron-sulfur cluster biogenesis, and, when depleted, triggers ferroptosis2. Cells nevertheless maintain cysteine at low levels, reflecting its intrinsic toxicity, but the mechanisms by which excess cysteine causes cell death remain unclear3. Here we performed a genome-wide CRISPR screen and identified mitochondrial iron transporters as essential mediators of cysteine toxicity. Limiting mitochondrial iron availability suppresses cysteine-induced cell death and prevents impairment of iron-sulfur cluster proteins and respiration. Mechanistically, cysteine mobilizes iron from ferritin, expands the cytosolic iron pool and drives mitochondrial iron accumulation. Enhancing glutathione reductase activity specifically within mitochondria restores redox balance downstream of iron accumulation and protects cells by maintaining iron-sulfur cluster integrity. Our findings suggest that maintaining low cysteine levels safeguards mitochondrial iron homeostasis, and that excess cysteine triggers a distinct mitochondrial iron-dependent cell death under conditions of thiol imbalance.

Journal Article