From Sleep Deprivation to Severe COVID-19: A Comprehensive Analysis of Shared Differentially Expressed Genes and Potential Diagnostic Biomarkers.

BACKGROUND: This study aims to identify biomarkers through the analysis of genomic data, with the goal of understanding the potential immune mechanisms underpinning the association between sleep deprivation (SD) and the progression of COVID-19. METHODS: Datasets derived from the Gene Expression Omnibus (GEO) were employed, in conjunction with a differential gene expression analysis, and several machine learning methodologies, including models of Random Forest, Support Vector Machine, and Least Absolute Shrinkage and Selection Operator (LASSO) regression. The molecular underpinnings of the identified biomarkers were further elucidated through Gene Set Enrichment Analysis (GSEA) and AUCell scoring. RESULTS: In the research, 41 shared differentially expressed genes (DEGs) were identified, these were associated with the severity of COVID-19 and SD. Utilizing LASSO and SVM-RFE, nine optimal feature genes were selected, four of which demonstrated high diagnostic potential for severe COVID-19. The gene CD160, exhibiting the highest diagnostic value, was linked to CD8+ T cell exhaustion and the biological pathway of ribosome biosynthesis. CONCLUSIONS: This research suggests that biomarkers CD160, QPCT, SIGLEC17P, and SLC22A4 could serve as potential diagnostic tools for SD-related severe COVID-19. The substantial association of CD160 with both CD8+ T cell exhaustion and ribosomal biogenesis highlights its potential pivotal role in the pathogenesis and progression of COVID-19.

The clinical features of combined central and peripheral demyelination in Chinese patients.

BACKGROUND: Combined central and peripheral demyelination (CCPD) is rare and has never been reported as a spectrum disease in Han Chinese population. OBJECTIVES: To study the clinical features of CCPD in Han Chinese patients. METHODS: Twenty-two CCPD patients were selected from 788 demyelination cases. We reviewed and compared the clinical manifestation, laboratory data, electrophysiological examination, MRI and the prognosis. RESULTS: CCPD patients presented with sensory disturbance (86.4%), plegia (77.3%), cranial nerve involvement (77.3%), abnormal deep tendon reflexes (72.7%). CSF data showed increased CSF protein in 81% patients. Oligoclonal IgG bands (OB) were negative. Cortical or juxtacortical, periventricular, infratentorial lesions, thoracic and cervical spinal cord were mostly affected. Visual evoked potentials indicated optic nerves demyelinating in 50% cases. 21 CCPD patients were treated with intravenous immunoglobulin or steroids or both of them, and the efficacy was 33.3%, 54.5%, 71.4%, respectively. One case that showed no response to steroids plus intravenous immunoglobulin treatment was improved significantly after using cyclophosphamide. CONCLUSIONS: CCPD is a spectrum disease that can't be regarded as a simple combination of MS and CIDP. A suspected CCPD should receive brain and spinal MRI as well as electrophysiological examination to obtain a precise diagnosis.