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Background: R-loops, RNA-DNA hybrid structures, play essential roles in maintaining genomic stability and regulating transcription. This study aims to identify key R-loop regulatory genes as prognostic markers for LUAD and explore their associations with immunotherapy response and drug sensitivity, supporting personalized treatment strategies.
Methods: We integrated 1771 R-loops genes with differentially expressed genes in LUAD. Through univariate Cox, LASSO, and multivariate Cox analyses, we constructed an R-loops prognostic risk score (R-loops Score) and validated it in three independent GEO cohorts. Correlations with clinical variables, immune features, and drug response were examined. Key genes were further evaluated by qPCR and Western blot in LUAD cell lines and tumor tissues.
Results: Patients with high R-loops Scores had significantly poorer overall survival compared with low-score patients. A nomogram combining the R-loops Score and clinical factors achieved AUCs of 0.732, 0.713, and 0.719 for predicting 1-, 2-, and 5-year OS, respectively. Pathway enrichment indicated that high-score tumors were enriched in cell cycle regulation, phase separation, and epithelial-mesenchymal transition. High R-loops Scores were associated with male sex, advanced stages, immune evasion and immunotherapy resistance, but increased chemotherapy and targeted therapy sensitivity. EIF3B was further validated as a key gene through analysis of a local patient cohort.
Conclusion: The R-loops Score represents a promising prognostic tool for LUAD, offering valuable insights into survival outcomes, immune characteristics and drug responsiveness. Notably, qPCR and Western blot validation consistently confirmed EIF3B as a key gene, further supporting their potential as biomarkers. These results support future research and serve as a reference for the personalized precision treatment of LUAD.
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http://dx.doi.org/10.2147/CMAR.S533571 | DOI Listing |
Biochemistry
September 2025
Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, 725 North Wolfe Street, Baltimore, Maryland 21205, United States.
SAMHD1 (SAM domain and HD domain-containing protein 1) is a deoxynucleoside triphosphate triphosphohydrolase (dNTPase) with functions in viral restriction, R-loop resolution, DNA repair, telomere maintenance, ssRNA homeostasis, and regulation of self-nucleic acids. As a dNTPase, SAMHD1 functions as an allosterically activated tetramer, where binding of GTP to the A1 activator site of each monomer initiates dNTP-dependent tetramerization. cEM structures reveal that the nucleic-acid-related functions of SAMHD1 involve binding of guanine residues to the A1 site, leading to oligomeric forms that appear as beads-on-a-string on single-stranded RNA and DNA.
View Article and Find Full Text PDFCancer Manag Res
August 2025
Department of Thoracic Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, People's Republic of China.
Background: R-loops, RNA-DNA hybrid structures, play essential roles in maintaining genomic stability and regulating transcription. This study aims to identify key R-loop regulatory genes as prognostic markers for LUAD and explore their associations with immunotherapy response and drug sensitivity, supporting personalized treatment strategies.
Methods: We integrated 1771 R-loops genes with differentially expressed genes in LUAD.
Cancer Cell Int
April 2025
Department of Orthopedic Surgery, The First Hospital of Nanchang, The Third Affiliated Hospital of Nanchang University, Nanchang, China.
Dysregulation of R-loops has been implicated in tumor development, progression, and the regulation of tumor immune microenvironment (TME). However, their roles in osteosarcoma (OS) remain underexplored. In this study, we firstly constructed a novel R-loop Gene Prognostic Score Model (RGPSM) based on the RNA-sequencing (RNA-seq) datasets and evaluated the relationships between the RGPSM scores and the TME.
View Article and Find Full Text PDFFront Immunol
August 2025
National Key Laboratory of Draggability Evaluation and Systematic Translational Medicine, Tianjin's Clinical Research Center for Cancer, Department of Bone and Soft Tissue Tumors, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.
Background: Hepatocellular carcinoma (HCC) is one of the most prevalent causes of cancer-related morbidity and mortality worldwide. Late-stage detection and the complex molecular mechanisms driving tumor progression contribute significantly to its poor prognosis. Dysregulated R-loops, three-stranded nucleic acid structures associated with genome instability, play a key role in the malignant characteristics of various tumors.
View Article and Find Full Text PDFInflammation
August 2025
Department of Geriatrics, Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, 410008, China.
Chronic obstructive pulmonary disease (COPD) is a prevalent chronic inflammatory airway disease with high incidence and significant disease burden. R-loops, functional chromatin structure formed during transcription, are closely associated with inflammation due to its aberrant formation. However, the role of R-loop regulators (RLRs) in COPD remains unclear.
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