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Clinical immunology

Clinical immunology

IF: 3.8
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Integrated multi-omics analysis and machine learning developed diagnostic markers and prognostic model based on Efferocytosis-associated signatures for septic cardiomyopathy.

Published:27 June 2024 DOI: 10.1016/j.clim.2024.110301 PMID: 38944364
Xuelian Li , Shijiu Jiang , Boyuan Wang , Shaolin He , Xiaopeng Guo , Jibin Lin , Yumiao Wei

Abstract

Septic cardiomyopathy (SCM) is characterized by an abnormal inflammatory response and increased mortality. The role of efferocytosis in SCM is not well understood. We used integrated multi-omics analysis to explore the clinical and genetic roles of efferocytosis in SCM. We identified six module genes (ATP11C, CD36, CEBPB, MAPK3, MAPKAPK2, PECAM1) strongly associated with SCM, leading to an accurate predictive model. Subgroups defined by EFFscore exhibited distinct clinical features and immune infiltration levels. Survival analysis showed that the C1 subtype with a lower EFFscore had better survival outcomes. scRNA-seq analysis of peripheral blood mononuclear cells (PBMCs) from sepsis patients identified four genes (CEBPB, CD36, PECAM1, MAPKAPK2) associated with high EFFscores, highlighting their role in SCM. Molecular docking confirmed interactions between diagnostic genes and tamibarotene. Experimental validation supported our computational results. In conclusion, our study identifies a novel efferocytosis-related SCM subtype and diagnostic biomarkers, offering new insights for clinical diagnosis and therapy.

Substances (4)

Materials
Procduct Name CAS Molecular Formula Supplier Price
Tamibarotene 94497-51-5 C22H25NO3 232 suppliers $5.00-$3860.00
Tamibarotene 94497-51-5 C22H25NO3 232 suppliers $5.00-$3860.00
Tamibarotene 94497-51-5 C22H25NO3 232 suppliers $5.00-$3860.00
Tamibarotene 94497-51-5 C22H25NO3 232 suppliers $5.00-$3860.00

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