LDL receptor related protein 1 is an adverse prognostic biomarker that correlates with stromal remodeling and macrophages infiltration in bladder cancer

被引:5
作者
Du, YiHeng [1 ,2 ]
Liu, YiZheng [1 ]
Cao, Jin [3 ]
Jiang, Xiang [3 ]
Wang, Yi [1 ]
Yu, Jiang [1 ]
Wang, Bo [1 ]
Wang, XiZhi [1 ]
Xue, BoXin [2 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Med, Suzhou Kowloon Hosp, Dept Urol, Suzhou, Peoples R China
[2] Soochow Univ, Affiliated Hosp 2, Dept Urol, Suzhou, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Med, Suzhou Kowloon Hosp, Dept Pathol, Suzhou, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
关键词
bladder cancer; LRP1; cancer-associated fibroblasts; macrophages; Immune checkpoint blockage;
D O I
10.3389/fimmu.2023.1113756
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionBladder cancer (BLCA) is a highly heterogeneous disease influenced by the tumor microenvironment, which may affect patients' response to immune checkpoint blockade therapy. Therefore, identifying molecular markers and therapeutic targets to improve treatment is essential. In this study, we aimed to investigate the prognostic significance of LRP1 in BLCA. MethodsWe analyzed TCGA and IMvigor210 cohorts to investigate the relationship of LRP1 with BLCA prognosis. We utilized gene mutation analysis and enrichment to identify LRP1-associated mutated genes and biological processes. Deconvolution algorithms and single-cell analysis were used to understand the tumor-infiltrated cells and biological pathways associated with LRP1 expression. Immunohistochemistry was conducted to validate the bioinformatics analysis. ResultsOur study revealed that LRP1 was an independent risk factor for overall survival in BLCA patients and was associated with clinicopathological features and FGFR3 mutation frequency. Enrichment analysis demonstrated that LRP1 was involved in extracellular matrix remodeling and tumor metabolic processes. Furthermore, the ssGSEA algorithm revealed that LRP1 was positively correlated with the activities of tumor-associated pathways. Our study also found that high LRP1 expression impaired patients' responsiveness to ICB therapy in BLCA, which was predicted by TIDE prediction and validated by IMvigor210 cohort. Immunohistochemistry confirmed the expression of LRP1 in Cancer-Associated Fibroblasts (CAFs) and macrophages in the tumor microenvironment of BLCA. DiscussionOur study suggests that LRP1 may be a potential prognostic biomarker and therapeutic target in BLCA. Further research on LRP1 may improve BLCA precision medicine and enhance the efficacy of immune checkpoint blockade therapy.
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页数:14
相关论文
共 34 条
  • [11] Expression of LDL receptor-related proteins (LRPs) in common solid malignancies correlates with patient survival
    Gonias, Steven L.
    Karimi-Mostowfi, Nicki
    Murray, Sarah S.
    Mantuano, Elisabetta
    Gilder, Andrew S.
    [J]. PLOS ONE, 2017, 12 (10):
  • [12] Remodeling "cold" tumor immune microenvironment via epigenetic-based therapy using targeted liposomes with in situ formed albumin corona
    He, Yang
    Fang, Yuefei
    Zhang, Meng
    Zhao, Yuge
    Tu, Bin
    Shi, Mingjie
    Muhitdinov, Bahtiyor
    Asrorov, Akmal
    Xu, Qin
    Huang, Yongzhuo
    [J]. ACTA PHARMACEUTICA SINICA B, 2022, 12 (04) : 2057 - 2073
  • [13] Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response
    Jiang, Peng
    Gu, Shengqing
    Pan, Deng
    Fu, Jingxin
    Sahu, Avinash
    Hu, Xihao
    Li, Ziyi
    Traugh, Nicole
    Bu, Xia
    Li, Bo
    Liu, Jun
    Freeman, Gordon J.
    Brown, Myles A.
    Wucherpfennig, Kai W.
    Liu, X. Shirley
    [J]. NATURE MEDICINE, 2018, 24 (10) : 1550 - +
  • [14] Key signaling pathways in the muscle-invasive bladder carcinoma: Clinical markers for disease modeling and optimized treatment
    Kiselyov, Alex
    Bunimovich-Mendrazitsky, Svetlana
    Startsev, Vladimir
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2016, 138 (11) : 2562 - 2569
  • [15] Molecular biology of bladder cancer: new insights into pathogenesis and clinical diversity
    Knowles, Margaret A.
    Hurst, Carolyn D.
    [J]. NATURE REVIEWS CANCER, 2015, 15 (01) : 25 - 41
  • [16] Identification of an Immune-Related Risk Signature Correlates With Immunophenotype and Predicts Anti-PD-L1 Efficacy of Urothelial Cancer
    Li, Pengju
    Hao, Shihui
    Ye, Yongkang
    Wei, Jinhuan
    Tang, Yiming
    Tan, Lei
    Liao, Zhuangyao
    Zhang, Mingxiao
    Li, Jiaying
    Gui, Chengpeng
    Xiao, Jiefei
    Huang, Yong
    Chen, Xu
    Cao, Jiazheng
    Luo, Junhang
    Chen, Wei
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [17] TIMER2.0 for analysis of tumor-infiltrating immune cells
    Li, Taiwen
    Fu, Jingxin
    Zeng, Zexian
    Cohen, David
    Li, Jing
    Chen, Qianming
    Li, Bo
    Liu, X. Shirley
    [J]. NUCLEIC ACIDS RESEARCH, 2020, 48 (W1) : W509 - W514
  • [18] Identification of a novel metabolism-related gene signature associated with the survival of bladder cancer
    Li, Xiaotao
    Fu, Shi
    Huang, Yinglong
    Luan, Ting
    Wang, Haifeng
    Wang, Jiansong
    [J]. BMC CANCER, 2021, 21 (01)
  • [19] Endothelium-specific depletion of LRP1 improves glucose homeostasis through inducing osteocalcin
    Mao, Hua
    Li, Luge
    Fan, Qiying
    Angelini, Aude
    Saha, Pradip K.
    Coarfa, Cristian
    Rajapakshe, Kimal
    Perera, Dimuthu
    Cheng, Jizhong
    Wu, Huaizhu
    Ballantyne, Christie M.
    Sun, Zheng
    Xie, Liang
    Pi, Xinchun
    [J]. NATURE COMMUNICATIONS, 2021, 12 (01)
  • [20] TGFβ attenuates tumour response to PD-L1 blockade by contributing to exclusion of T cells
    Mariathasan, Sanjeev
    Turley, Shannon J.
    Nickles, Dorothee
    Castiglioni, Alessandra
    Yuen, Kobe
    Wang, Yulei
    Kadel, Edward E., III
    Koeppen, Hartmut
    Astarita, Jillian L.
    Cubas, Rafael
    Jhunjhunwala, Suchit
    Banchereau, Romain
    Yang, Yagai
    Guan, Yinghui
    Chalouni, Cecile
    Ziai, James
    Senbabaoglu, Yasin
    Santoro, Stephen
    Sheinson, Daniel
    Hung, Jeffrey
    Giltnane, Jennifer M.
    Pierce, Andrew A.
    Mesh, Kathryn
    Lianoglou, Steve
    Riegler, Johannes
    Carano, Richard A. D.
    Eriksson, Pontus
    Hoglund, Mattias
    Somarriba, Loan
    Halligan, Daniel L.
    van der Heijden, Michiel S.
    Loriot, Yohann
    Rosenberg, Jonathan E.
    Fong, Lawrence
    Mellman, Ira
    Chen, Daniel S.
    Green, Marjorie
    Derleth, Christina
    Fine, Gregg D.
    Hegde, Priti S.
    Bourgon, Richard
    Powles, Thomas
    [J]. NATURE, 2018, 554 (7693) : 544 - +