NOTCH3 is a Prognostic Factor and Is Correlated With Immune Tolerance in Gastric Cancer

被引:36
作者
Cui, Yuehong [1 ]
Li, Qian [1 ]
Li, Wei [1 ]
Wang, Yan [1 ]
Lv, Fang [2 ]
Shi, Xinying [2 ]
Tang, Zhaoqing [3 ]
Shen, Zhenbin [3 ]
Hou, Yingyong [4 ]
Zhang, Henghui [5 ]
Mao, Beibei [2 ]
Liu, Tianshu [1 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Med Oncol, Shanghai, Peoples R China
[2] Beijing Genecast Biotechnol Co, Med Dept, Beijing, Peoples R China
[3] Fudan Univ, Zhongshan Hosp, Dept Gen Surg, Shanghai, Peoples R China
[4] Fudan Univ, Zhongshan Hosp, Dept Pathol, Shanghai, Peoples R China
[5] Capital Med Univ, Beijing Ditan Hosp, Ctr Integrat Med, Beijing, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 10卷
关键词
gastric cancer; NOTCH signaling; prognosis; immune tolerance; biomarker;
D O I
10.3389/fonc.2020.574937
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Although traditional treatments confer survival benefits to patients with gastric cancer (GC), many patients experience relapse soon after postoperative adjuvant therapy. Immune-related mechanisms play an important role in GC, and immunotherapeutic strategies are considered to be a promising direction for the treatment of GC. Thus, our study aimed to investigate the expression and prognostic significance of immune-related genes in GC. Methods: Formalin-fixed, paraffin-embedded samples were collected from 48 resectable GC patients. The transcriptome data of the tumor immune microenvironment were assessed using an immuno-oncology 395-gene panel RNA sequencing platform. The prognostic value of the 395 genes was analyzed and validated in the KM plotter and GEPIA databases. The data from The Cancer Genome Atlas (TCGA, downloaded from UCSC Xena repository) and Tumor IMmune Estimation Resource (TIMER) were used to evaluate the correlations between prognostic factors and immune signatures. Results: Among the 395 genes, NOTCH3 was identified as a good prognostic factor for GC patients. Its prognostic value was also suggested in both our GC cohort from Zhongshan Hospital and the public databases (KM plotter and GEPIA database). Mechanistically, high NOTCH3 expression correlated with a lower infiltration of activated CD8(+) T cells and a higher infiltration of immunosuppressive cells including Tregs and M2 macrophages in the tumor microenvironment. Moreover, high NOTCH3 expression was accompanied by the increased expression of a series of immune checkpoint inhibitors, resulting in a dampened immune response. Interestingly, NOTCH3 expression had a negative association with well-documented predictive biomarkers of immune checkpoint blockade (ICB) immunotherapy, including tumor mutation burden (TMB), gene expression profiling (GEP) score and innate anti-PD-1 resistance (IPRES) signature. Conclusion: These findings uncovered a new mechanism by which NOTCH3 participates in the immune tolerance of GC, implying the potential of NOTCH3 as a therapeutic target or predictive marker for GC patients.
引用
收藏
页数:11
相关论文
共 60 条
  • [1] Expression of activated Notch3 in transgenic mice enhances generation of T regulatory cells and protects against experimental autoimmune diabetes
    Anastasi, E
    Campese, AF
    Bellavia, D
    Bulotta, A
    Balestri, A
    Pascucci, M
    Checquolo, S
    Gradini, R
    Lendahl, U
    Frati, L
    Gulino, A
    Di Mario, U
    Screpanti, I
    [J]. JOURNAL OF IMMUNOLOGY, 2003, 171 (09) : 4504 - 4511
  • [2] Neoadjuvant Nivolumab Safe, Led to Major Response Rates in Resectable Lung Cancer
    不详
    [J]. CANCER, 2018, 124 (16) : 3283 - 3283
  • [3] IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade
    Ayers, Mark
    Lunceford, Jared
    Nebozhyn, Michael
    Murphy, Erin
    Loboda, Andrey
    Kaufman, David R.
    Albright, Andrew
    Cheng, Jonathan D.
    Kang, S. Peter
    Shankaran, Veena
    Piha-Paul, Sarina A.
    Yearley, Jennifer
    Seiwert, Tanguy Y.
    Ribas, Antoni
    McClanahan, Terrill K.
    [J]. JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) : 2930 - 2940
  • [4] Notch3 and Canonical NF-κB Signaling Pathways Cooperatively Regulate Foxp3 Transcription
    Barbarulo, Alessandro
    Grazioli, Paola
    Campese, Antonio F.
    Bellavia, Diana
    Di Mario, Giuseppina
    Pelullo, Maria
    Ciuffetta, Ambra
    Colantoni, Sara
    Vacca, Alessandra
    Frati, Luigi
    Gulino, Alberto
    Felli, Maria Pia
    Screpanti, Isabella
    [J]. JOURNAL OF IMMUNOLOGY, 2011, 186 (11) : 6199 - 6206
  • [5] CAMP RL, 2004, CLIN CANCER RES, V10, P7252, DOI DOI 10.1158/1078-0432.CCR-04-0713
  • [6] Human Tumor-Associated Macrophage and Monocyte Transcriptional Landscapes Reveal Cancer-Specific Reprogramming, Biomarkers, and Therapeutic Targets
    Cassetta, Luca
    Fragkogianni, Stamatina
    Sims, Andrew H.
    Swierczak, Agnieszka
    Forrester, Lesley M.
    Zhang, Hui
    Soong, Daniel Y. H.
    Cotechini, Tiziana
    Anur, Pavane
    Lin, Elaine Y.
    Fidanza, Antonella
    Lopez-Yrigoyen, Martha
    Millar, Michael R.
    Urman, Alexandra
    Ai, Zhichao
    Spellman, Paul T.
    Hwang, E. Shelley
    Dixon, J. Michael
    Wiechmann, Lisa
    Coussens, Lisa M.
    Smith, Harriet O.
    Pollard, Jeffrey W.
    [J]. CANCER CELL, 2019, 35 (04) : 588 - +
  • [7] Intratumour T cells, their activation status and survival in gastric carcinomas characterised for microsatellite instability and Epstein-Barr virus infection
    Chiaravalli, AM
    Feltri, M
    Bertolini, V
    Bagnoli, E
    Furlan, D
    Cerutti, R
    Novario, R
    Capella, C
    [J]. VIRCHOWS ARCHIV, 2006, 448 (03) : 344 - 353
  • [8] Chu D, 2011, ANN ONCOL, V22, P2440, DOI 10.1093/annonc/mdq776
  • [9] High Level of Notch1 Protein is Associated with Poor Overall Survival in Colorectal Cancer
    Chu, Dake
    Li, Yunming
    Wang, Weizhong
    Zhao, Qingchuan
    Li, Jipeng
    Lu, Yuanyuan
    Li, Mengbin
    Dong, Guanglong
    Zhang, Hongwei
    Xie, Huahong
    Ji, Gang
    [J]. ANNALS OF SURGICAL ONCOLOGY, 2010, 17 (05) : 1337 - 1342
  • [10] Pan-tumor genomic biomarkers for PD-1 checkpoint blockade-based immunotherapy
    Cristescu, Razvan
    Mogg, Robin
    Ayers, Mark
    Albright, Andrew
    Murphy, Erin
    Yearley, Jennifer
    Sher, Xinwei
    Liu, Xiao Qiao
    Lu, Hongchao
    Nebozhyn, Michael
    Zhang, Chunsheng
    Lunceford, Jared
    Joe, Andrew
    Cheng, Jonathan
    Webber, Andrea L.
    Ibrahim, Nageatte
    Plimack, Elizabeth R.
    Ott, Patrick A.
    Seiwert, Tanguy
    Ribas, Antoni
    McClanahan, Terrill K.
    Tomassini, Joanne E.
    Loboda, Andrey
    Kaufman, David
    [J]. SCIENCE, 2018, 362 (6411) : 197 - +