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Identification of mRNA vaccines and conserved ferroptosis related immune landscape for individual precision treatment in bladder cancer.
Gui, Cheng-Peng; Li, Jia-Ying; Fu, Liang-Min; Luo, Cheng-Gong; Zhang, Chi; Tang, Yi-Ming; Zhang, Li-Zhen; Shu, Guan-Nan; Wu, Rong-Pei; Luo, Jun-Hang.
Afiliação
  • Gui CP; Department of Urology, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080 Guangdong China.
  • Li JY; Institute of Precision Medicine, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong China.
  • Fu LM; Department of Urology, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080 Guangdong China.
  • Luo CG; Department of Urology, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080 Guangdong China.
  • Zhang C; Department of Urology, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080 Guangdong China.
  • Tang YM; Department of Urology, Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong China.
  • Zhang LZ; Department of Urology, Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong China.
  • Shu GN; Department of Urology, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080 Guangdong China.
  • Wu RP; Department of Urology, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080 Guangdong China.
  • Luo JH; Department of Urology, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080 Guangdong China.
J Big Data ; 9(1): 88, 2022.
Article em En | MEDLINE | ID: mdl-35818395
Background: The aim of this study was to identify the ferroptosis induced tumor microenvironment (FeME) landscape in bladder cancer (BCa) for mRNA vaccine development and selecting suitable patients for precision treatment. Methods: Gene expression profiles and clinical information of 1216 BCa patients were extracted from TCGA-BLCA, three GEO databases and IMvigor210 cohort. We comprehensively established the FeME landscape of 1216 BCa samples based on 290 ferroptosis related genes (FRGs), and systematically correlated these regulation patterns with TME cell-infiltrating characteristics. Besides, we identified the patients' ferroptosis risk index (FRI) to predict the prognosis of BCa for precise treatment. Results: Six over-expressed and mutated tumor antigens associated with poor prognosis and infiltration of antigen presenting cells were identified in BCa. Furthermore, we demonstrated the evaluation of FeME within individual tumors could predict stages of tumor inflammation, subtypes, genetic variation, and patient prognosis. Then, 5-lncRNA signature was mined to produce the FRI. Low FRI was also linked to increased mutation load, better prognosis and enhanced response to anti-PD-L1 immunotherapy. Besides, an immunotherapy cohort confirmed patients with lower FRI demonstrated significant therapeutic advantages and clinical benefits. Conclusions: TFRC, SCD, G6PD, FADS2, SQLE, and SLC3A2 are potent antigens for developing anti-BCa mRNA vaccine. Establishment of FRI will contribute to enhancing our cognition of TME infiltration characterization and guiding more effective immunotherapy strategies and selecting appropriate patients for tumor vaccine therapy. Supplementary Information: The online version contains supplementary material available at 10.1186/s40537-022-00641-z.
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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article