International Immunopharmacology · 2023 · 12 citations · 34 references
Life SciencesImmunologyMolecular BiologyAutophagyImmunotherapyInflammationAutophagy In DiseaseAutophagy In ImmunityAutophagy ModulationInflammation In Infectious DiseaseInnate Immune Signaling PathwaysMacrophage BiologyAutophagy In Bacterial InfectionAutophagy In TuberculosisAutophagy-mediated ImmunityFunctional Annotation EnrichmentFunctional Enrichment ClusteringImmune Cell Infiltration DensityImmune Infiltration BiomarkersTuberculosis Biomarker Discovery
PURPOSE: Identifying of host-directed targets and molecular markers of immune response for tuberculosis (TB) immunotherapy is urgent and meaningful. Previous studies have demonstrated an important role of autophagy in the course and pathophysiology of TB and is associated with the efficacy of TB treatment. However, its role in TB immunotherapy is still incomplete. METHODS: The effect of autophagy on intracellular bacteria load was examined in sulforaphane (SFN)-treated THP-1 cells. The immune infiltration was assessed based on public databases. Functional enrichment analysis revealed the pathways involved. LASSO Cox regression analysis was employed to identify hub genes. Moreover, machine learning analysis was used to obtain important targets of TB immunotherapy. Finally, the relationship between hub genes and immune infiltration was assessed, as well as the relevance of chemokines. RESULTS: We found that SFN reduced intracellular bacteria load by enhancing autophagy in THP-1 cells. Thirty-two autophagy-related genes (ARGs) were identified, three types of immune cells (macrophages, neutrophils, and DC cells) were significantly enriched in TB patients, and 6 hub genes (RAB5A, SQSTM1, MYC, MAPK8, MAPK3, and FOXO1) were closely related to TB immune infiltration. The 32 ARGs were mainly involved in autophagy, apoptosis, and tuberculosis pathways. FOXO1, SQSTM1, and RAB5A were identified as important target genes according to the ranking of variable importance, with FOXO1 being a potential autophagy-related target of TB immunotherapy. CONCLUSION: This study highlights the association between autophagy-related genes and immune infiltration in TB. Three key genes, especially FOXO1, regulated by SFN, will provide new insights into diagnostic and immunotherapy strategies for clinical tuberculosis.
34
PubChem in 2021: new data content and improved web interfaces
Sunghwan Kim, Jie Chen, Tiejun Cheng et al. · Nucleic Acids Research · 2020 · 4K citations · Full text
TISIDB: an integrated repository portal for tumor–immune system interactions
Beibei Ru, Ching Ngar Wong, Yin Tong et al. · Bioinformatics · 2019 · 2.6K citations
BCG Educates Hematopoietic Stem Cells to Generate Protective Innate Immunity against Tuberculosis
Eva Kaufmann, Joaquín Sanz, Jonathan L. Dunn et al. · Cell · 2018 · 1.2K citations · Full text
RCircos: an R package for Circos 2D track plots
Hongen Zhang, Paul S. Meltzer, Sean Davis · BMC Bioinformatics · 2013 · 1K citations · Full text
Medicine, Bioinformatics, Genetics +14