Front Immunol. 2026 Mar 18;17:1791707. doi: 10.3389/fimmu.2026.1791707. eCollection 2026.

ABSTRACT

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal malignancy with a complex tumor ecosystem that contributes to its progression. Deubiquitinases (DUBs) are vital regulators in cancer. However, the overall activity of DUBs and their role in driving PDAC progression within immune microenvironment remain largely unknown.

METHODS: We employed an integrative multi-omics strategy combining machine learning (ML) on bulk transcriptomic data, single-cell RNA sequencing and spatial transcriptomic profiling. We applied Coxnet and Fuzzy SVM for prognostic modeling, inferCNV for malignant cell identification, SCENIC for transcription factor regulon analysis, LIANA⁺ for inferring inter-cellular communication networks and cell2location for spatial deconvolution. USP54 expression was detected by real-time quantitative PCR, western blotting and immunohistochemistry. USP54 function was validated through in vitro and in vivo assays.

RESULTS: ML-based pathway analysis revealed post-translational modification as a major prognostic category, within which elevated DUBs activity emerged as an independent adverse prognostic factor. At the single-cell level, USP54 was upregulated along the trajectory of malignant ductal cells and correlated with an inflamed tumor microenvironment. Cell-cell communication analysis predicted signaling from monocytes/macrophages to tumor cells via the THBS1-integrin ligand-receptor pair. This immune-derived signaling potentially converged on KLF5-positive tumor cells, with KLF5 identified as a putative transcriptional activator of USP54. Spatial transcriptomics validated the co-localization of USP54 expression, elevated DUB activity, and KRAS signaling within specific tumor niches adjacent to THBS1-enriched immune regions. High USP54 expression was frequently observed in PDAC tissues and associated with poor patient survival. More importantly, in both BxPC-3 and PANC-1 cell lines, USP54 knockdown suppressed cell proliferation and metastasis, whereas its overexpression enhanced these malignant phenotypes. Subcutaneous xenograft growth and tail vein injection experiments validated these findings in vivo.

CONCLUSIONS: Our comprehensive multi-omics analysis and experimental validation identify the deubiquitinase USP54 as a novel promoter of PDAC progression within a spatially organized tumor-immune microenvironment. These findings suggest USP54 as both a candidate prognostic biomarker and a potential therapeutic target for this lethal malignancy.

PMID:41929495 | PMC:PMC13038871 | DOI:10.3389/fimmu.2026.1791707

Microb Pathog. 2026 Mar 28;215:108464. doi: 10.1016/j.micpath.2026.108464. Online ahead of print.

ABSTRACT

Despite the clinical application of Ophiopogon japonicus in idiopathic pulmonary fibrosis (PF), its key anti-fibrotic components and underlying mechanisms remain poorly defined. Using a bleomycin-induced murine PF model, we systematically compared the efficacy of the total extract (OJTE), polysaccharides (OJTP), saponins (OJTS), and flavonoids (OJTF). The active component was further investigated via integrated metagenomics and metabolomics (serum/feces) to decipher the gut-lung axis mechanism. All O. japonicus components attenuated lung injury and collagen deposition, with OJTP demonstrating the most potent efficacy (reducing lung hydroxyproline content by 42.12% (p < 0.01) compared to the model group). Multi-omics analysis revealed that OJTP remodeled the gut microbiota, notably enriching probiotic strains such as Muribaculaceae bacterium (log₂FC = 2.17) and Duncaniella muricolitica (log₂FC = 2.06), as well as the polysaccharide-utilizing species Prevotella sp. MGM2 (log₂FC = 2.79). Concomitantly, OJTP significantly altered host metabolism, upregulating key metabolites including urobilinogen (p < 0.0001) and 5-amino valeric acid betaine (5-AVAB, p < 0.002). These metabolites are implicated in porphyrin and amino acid metabolism, respectively. Correlation networks further established strong associations between these OJTP-modulated microbes and metabolites. Our study first identifies OJTP as the primary bioactive component of O. japonicus against PF. We propose a novel trans-organ mechanism wherein OJTP ameliorates PF via orchestrating a "gut microbiota-metabolite" axis, highlighting the therapeutic potential of targeting polysaccharide-probiotic synergy.

PMID:41912071 | DOI:10.1016/j.micpath.2026.108464

Microb Pathog. 2026 Mar 28:108464. doi: 10.1016/j.micpath.2026.108464. Online ahead of print.

ABSTRACT

Despite the clinical application of Ophiopogon japonicus in idiopathic pulmonary fibrosis (PF), its key anti-fibrotic components and underlying mechanisms remain poorly defined. Using a bleomycin-induced murine PF model, we systematically compared the efficacy of the total extract (OJTE), polysaccharides (OJTP), saponins (OJTS), and flavonoids (OJTF). The active component was further investigated via integrated metagenomics and metabolomics (serum/feces) to decipher the gut-lung axis mechanism. All O. japonicus components attenuated lung injury and collagen deposition, with OJTP demonstrating the most potent efficacy (reducing lung hydroxyproline content by 42.12% (p < 0.01) compared to the model group). Multi-omics analysis revealed that OJTP remodeled the gut microbiota, notably enriching probiotic strains such as Muribaculaceae bacterium (log₂FC = 2.17) and Duncaniella muricolitica (log₂FC = 2.06), as well as the polysaccharide-utilizing species Prevotella sp. MGM2 (log₂FC = 2.79). Concomitantly, OJTP significantly altered host metabolism, upregulating key metabolites including urobilinogen (p < 0.0001) and 5-amino valeric acid betaine (5-AVAB, p < 0.002). These metabolites are implicated in porphyrin and amino acid metabolism, respectively. Correlation networks further established strong associations between these OJTP-modulated microbes and metabolites. Our study first identifies OJTP as the primary bioactive component of O. japonicus against PF. We propose a novel trans-organ mechanism wherein OJTP ameliorates PF via orchestrating a "gut microbiota-metabolite" axis, highlighting the therapeutic potential of targeting polysaccharide-probiotic synergy.

PMID:41912071 | DOI:10.1016/j.micpath.2026.108464