Identification of autophagy-related immune targets for enhancing immunotherapy in pancreatic cancer aggressiveness

被引:0
|
作者
Deng, Qianxi [1 ,2 ]
Wu, Linju [3 ]
He, Jin [1 ]
Wu, Fan [1 ]
Jiang, Zheng [1 ]
机构
[1] Chongqing Med Univ, Dept Gastroenterol, Affiliated Hosp 1, 1 Youyi Rd, Chongqing 400010, Peoples R China
[2] Third Hosp Mianyang, Sichuan Mental Hlth Ctr, Dept Gastroenterol, Mianyang 621000, Sichuan, Peoples R China
[3] Third Hosp Mianyang, Sichuan Mental Hlth Ctr, Dept Anesthesiol, Mianyang 2621000, Sichuan, Peoples R China
关键词
Autophagy-related genes; Pancreatic cancer; Metastasis; Prognostic model; Immune infiltration; RHEB; GENE; METASTASIS; CELLS; ADENOCARCINOMA; INFILTRATION; PROGNOSIS; SIGNATURE; MIGRATION; SURVIVAL; GROWTH;
D O I
10.1007/s12672-025-02190-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Pancreatic cancer (PC) presents significant challenges in oncology, with metastasis critically affecting patient outcomes. Autophagy-related genes (ARGs)'s involvement in influencing immune activity and metastasis in PC remains inadequately understood. Aim This study seeks to identify and validate five ARGs that could serve as immune targets, enhancing enhancing Pancreatic cancer metastasis (PCM)'s prognostic models and informing immunotherapy strategies. Methods ARGs that were diffentially expressed were screened, followed by Cox regression and LASSO analyses to pinpoint five genes linked to overall survival (OS). A prognostic model was developed and validated using ROC curves. Functional analyses, including GO and KEGG, were performed to elucidate ARG mechanisms. Immune infiltration and TFs/microRNA/mRNA networks were assessed to understand ARG-immune cell interactions. Experimental validation employed real-time PCR, IHC, and Western blotting, supported by TCGA data. Functional assays explored RHEB's role in PC, particularly its interaction with LC3. Results Five ARGs (CASP1, RHEB, CHMP2B, MYC, and HDAC6) were identified, contributing to a robust prognostic model where low-risk individuals showed significantly longer OS. The model demonstrated high AUC scores, indicating strong prognostic capability. CD8 T cells and Treg cells' elevated levels were observed in metastatic subjects. RHEB knockdown suppressed cancer cell proliferation and invasion, with a negative correlation between RHEB and LC3, suggesting a role in autophagy-mediated modulation of PC metastasis. Conclusion This study introduces a novel prognostic model incorporating five ARGs, highlighting their potential as immune targets for cancer immunotherapy. The negative correlation between RHEB and LC3 suggests a therapeutic pathway for PCM intervention, laying the groundwork for more effective anti-cancer strategies. These findings advance the identification of novel immune targets and signaling pathways, aligning with precision medicine goals in cancer treatment.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Autophagy-Related ncRNAs in Pancreatic Cancer
    Donati, Simone
    Aurilia, Cinzia
    Palmini, Gaia
    Falsetti, Irene
    Iantomasi, Teresa
    Brandi, Maria Luisa
    PHARMACEUTICALS, 2022, 15 (12)
  • [2] Identifying autophagy-related genes as potential targets for immunotherapy in tuberculosis
    Xiao, Sifang
    Zhou, Ting
    Pan, Jianhua
    Ma, Xiaohua
    Shi, Guomin
    Jiang, Binyuan
    Xiang, Yan-gen
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2023, 118
  • [3] Identification of an Autophagy-Related Signature for Prognosis and Immunotherapy Response Prediction in Ovarian Cancer
    Ding, Jinye
    Wang, Chunyan
    Sun, Yaoqi
    Guo, Jing
    Liu, Shupeng
    Cheng, Zhongping
    BIOMOLECULES, 2023, 13 (02)
  • [4] Identification of an autophagy-related gene signature for predicting prognosis and immune activity in pancreatic adenocarcinoma
    Deng, Jiang
    Zhang, Qian
    Lv, Liping
    Ma, Ping
    Zhang, Yangyang
    Zhao, Ning
    Zhang, Yanyu
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [5] Identification of an Autophagy-Related Pair Signature for Predicting Prognoses and Immune Activity in Pancreatic Adenocarcinoma
    Zhang, Qian
    Lv, Liping
    Ma, Ping
    Zhang, Yangyang
    Deng, Jiang
    Zhang, Yanyu
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [6] Identification of an autophagy-related gene signature for predicting prognosis and immune activity in pancreatic adenocarcinoma
    Jiang Deng
    Qian Zhang
    Liping Lv
    Ping Ma
    Yangyang Zhang
    Ning Zhao
    Yanyu Zhang
    Scientific Reports, 12
  • [7] Identification of immune-related and autophagy-related genes for the prediction of survival in bladder cancer
    Zhu, Quanfeng
    Zhang, Lingdi
    Deng, Yaping
    Tang, Leilei
    BMC GENOMIC DATA, 2022, 23 (01):
  • [8] Identification of immune-related and autophagy-related genes for the prediction of survival in bladder cancer
    Quanfeng Zhu
    Lingdi Zhang
    Yaping Deng
    Leilei Tang
    BMC Genomic Data, 23
  • [9] Autophagy and autophagy-related proteins in the immune system
    Shusaku T Shibutani
    Tatsuya Saitoh
    Heike Nowag
    Christian Münz
    Tamotsu Yoshimori
    Nature Immunology, 2015, 16 : 1014 - 1024
  • [10] Autophagy and autophagy-related proteins in the immune system
    Shibutani, Shusaku T.
    Saitoh, Tatsuya
    Nowag, Heike
    Muenz, Christian
    Yoshimori, Tamotsu
    NATURE IMMUNOLOGY, 2015, 16 (10) : 1014 - 1024