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Background: The dominant subclass of non-small-cell lung cancer (NSCLC) is lung adenocarcinoma (LUAD). The tumor microenvironment (TME) is a crucial feature of carcinogenesis and progression in LUAD. Furthermore, immune and stromal components of TME are crucial factors to investigating and curing LUAD. Thus, the study assessed the value of TME-related genes for LUAD prognosis and immune infiltration.
Methods: All data were downloaded from TCGA and GEO databases. The immune and stromal scores were downloaded from ESTIMATE, and the association between the scores and prognosis was explored by Kaplan-Meier survival analysis. Protein-protein interaction (PPI) network and univariate Cox regression were used to find TME-related differentially expressed genes (DEGs), and HLA-DMA was regarded as a prognostic hub gene. Western blot analyses, qRT-PCR, and immunofluorescence were applied to verify HLA-DMA expression in clinical samples. NSCLC cell lines were used to verify the effect of HLA-DMA on cell proliferation and cell cycle distribution. At last, the alteration of immunotherapy response and TME transition caused by HLA-DMA different expression were further studied.
Results: The immune score was positively correlated with survival. The functional analyses suggested that TME-related DEGs may be involved in the immune response. The expression level of HLA-DMA was decreased in LUAD. In addition, HLA-DMA expression was associated with several clinical features and was positively associated with survival. Furthermore, HLA-DMA may suspend cell proliferation by regulating cell cycle. HLA-DMA expression was closely associated with immune infiltration and positively correlated with TMB, indicating that patients with high HLA-DMA level were more suitable for immunotherapy.
Conclusion: These results reveal that HLA-DMA might act as a biomarker for immune infiltration and immunotherapy response.
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http://dx.doi.org/10.1111/crj.13716 | DOI Listing |
Cells
July 2025
Department of Endocrinology and Metabolism, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan.
This study reports the use of single-cell RNA sequencing to evaluate B cells in the peripheral blood mononuclear cells (PBMCs) and intrathyroidal blood mononuclear cells of patients with Graves' disease (GD) undergoing thyroidectomy. These cells were stimulated with overlapping peptides of thyroid autoantigens, including thyroid-stimulating hormone receptor (TSHR), thyroglobulin (Tg), and thyroid peroxidase (TPO). In PBMCs, naive B cells are characterized by and , whereas memory B cells express , , and .
View Article and Find Full Text PDFInflamm Res
June 2025
Emergency Department, China-Japan Friendship Hospital, Beijing, China.
Objective And Design: This study aims to identify key genes of sepsis and construct a model for sepsis identification through integrated multi-organ single-cell RNA sequencing (scRNA-seq) and machine learning.
Material Or Subjects: Datasets downloaded from the Gene Expression Omnibus (GSE207363, GSE207651, GSE185263, GSE69063 and GSE134347) were used.
Methods: ScRNA-seq data extracted from heart (GSE207363) and lung tissues (GSE207651) of septic mice were processed and analyzed using the Seurat package in R.
J Cancer Res Clin Oncol
May 2025
State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
Background: Genome-wide association studies (GWASs) have pinpointed many susceptibility loci for Hodgkin Lymphoma (HL), but their underlying biological mechanisms remain unclear.
Methods: Utilizing GWAS data from the UK Biobank and FinnGen, along with expression quantitative trait loci (eQTL) statistics from the Genotype-Tissue Expression (GTEx) and the eQTL Catalogue, we carried out a large-scale gene-level association study using Omnibus Transcriptome Test with Expression Reference Summary data (OTTERS), and gene-based analysis with eQTL Multi-marker Analysis of Genomic Annotation (E-MAGMA).
Results: We identified sixteen susceptibility genes for HL (FDR < 0.
Sci Rep
May 2025
Department of Gerontology, Foresea Life Insurance Guangzhou General Hospital, Guangzhou, 511300, Guangdong, China.
Sepsis is characterized by severe organ failure due to an impaired response to infection. The underlying pathophysiology of sepsis is characterized by concurrent unbalanced hyperinflammatory and immunoparalysis. This study aimed to identify new key biomarkers that could predict outcomes in sepsis patients and explore theirunderlying molecular mechanisms.
View Article and Find Full Text PDFPLoS One
April 2025
Department of Stomatology, Tianjin First Central Hospital, Tianjin, P.R. China.
Background: Periodontitis is a typical oral disease. Polymorphonuclear neutrophils (PMNs) are crucial immune cells in periodontal tissues, relating to infection, inflammation, and innate immunity. We herein aimed to explore important periodontitis PMN related genes.
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