Role of ferroptosis in neuroimmunity and neurodegeneration in multiple sclerosis revealed by multi-omics data.
Tao WuShangwei NingHuixue ZhangYuze CaoXia LiJunwei HaoLihua WangPublished in: Journal of cellular and molecular medicine (2024)
Previous studies have found that ferroptosis plays an important role in a variety of neurological diseases. However, the precise role of ferroptosis in the multiple sclerosis patients remains uncertain. We defined and validated a computational metric of ferroptosis levels. The ferroptosis scores were computed using the AUCell method, which reflects the enrichment scores of ferroptosis-related genes through gene ranking. The reliability of the ferroptosis score was assessed using various methods, involving cells induced to undergo ferroptosis by six different ferroptosis inducers. Through a comprehensive approach integrating snRNA-seq, spatial transcriptomics, and spatial proteomics data, we explored the role of ferroptosis in multiple sclerosis. Our findings revealed that among seven sampling regions of different white matter lesions, the edges of active lesions exhibited the highest ferroptosis score, which was associated with activation of the phagocyte system. Remyelination lesions exhibit the lowest ferroptosis score. In the cortex, ferroptosis score were elevated in neurons, relevant to a variety of neurodegenerative disease-related pathways. Spatial transcriptomics demonstrated a significant co-localization among ferroptosis score, neurodegeneration and microglia, which was verified by spatial proteomics. Furthermore, we established a diagnostic model of multiple sclerosis based on 24 ferroptosis-related genes in the peripheral blood. Ferroptosis might exhibits a dual role in the context of multiple sclerosis, relevant to both neuroimmunity and neurodegeneration, thereby presenting a promising and novel therapeutic target. Ferroptosis-related genes in the blood that could potentially serve as diagnostic and prognostic markers for multiple sclerosis.
Keyphrases
- cell death
- multiple sclerosis
- cell cycle arrest
- white matter
- single cell
- peripheral blood
- magnetic resonance imaging
- mass spectrometry
- gene expression
- chronic kidney disease
- signaling pathway
- induced apoptosis
- inflammatory response
- end stage renal disease
- dna methylation
- big data
- spinal cord
- computed tomography
- oxidative stress
- electronic health record
- artificial intelligence
- functional connectivity
- genome wide
- cell proliferation
- prognostic factors
- brain injury
- copy number
- deep learning
- drug induced