Characterization of the Immune Cell Infiltration Profile in Pancreatic Carcinoma to Aid in Immunotherapy

被引:6
|
作者
Luo, De [1 ]
Kuang, Fei [2 ]
Du, Juan [3 ]
Zhou, Mengjia [4 ]
Peng, Fangyi [1 ]
Gan, Yu [1 ]
Fang, Cheng [1 ]
Yang, Xiaoli [1 ]
Li, Bo [1 ]
Su, Song [1 ]
机构
[1] Southwest Med Univ, Affiliated Hosp, Dept Hepatobiliary Surg, Luzhou, Peoples R China
[2] Second Mil Med Univ, Changhai Hosp, Dept Gen Surg, Shanghai, Peoples R China
[3] Southwest Med Univ, Dept Clin Med, Luzhou, Peoples R China
[4] Shanghai Univ Tradit Chinese Med, Peoples Hosp 7, Dept Ultrasound, Shanghai, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
关键词
immune cell infiltration; prognostic biomarker; pancreatic carcinoma; tumor microenvironment; immunotherapy; TUMOR MICROENVIRONMENT; METASTASIS; METABOLISM; TARGETS; REVEALS;
D O I
10.3389/fonc.2021.677609
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The tumor microenvironment (TME) is comprised of tumor cells, infiltrating immune cells, and stroma. Multiple reports suggest that the immune cell infiltration (ICI) in TME is strongly associated with responsiveness to immunotherapy and prognosis of certain cancers. Thus far, the ICI profile of pancreatic carcinoma (PC) remains unclear. Here, we employed two algorithms to characterize the ICI profile of PC patients. Based on our results, we identified 2 ICI patterns and calculated the ICI score by using principal component analysis. Furthermore, we revealed that patients with low ICI scores had a better prognosis, compared to high ICI scores. Moreover, we discovered that a low tumor mutation burden (TMB) offered better overall survival (OS), relative to high TMB. In this study, a high ICI score referred to elevated PD-L1/TGF-beta levels, increased activation of cell cycle pathway and DNA repair pathway, as well as reduced expression of immune-activation-related genes. We also demonstrated that three metabolic pathways were suppressed in the low ICI score group. These data may explain why a high ICI score equates to a poor prognosis. Based on our analysis, the ICI score can be used as an effective predictor of PC prognosis. Hence, establishing an ICI profile, based on a large patient population, will not only enhance our knowledge of TME but also aid in the development of immunotherapies specific to PC.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] An immune cell infiltration landscape classification to predict prognosis and immunotherapy effect in oral squamous cell carcinoma
    Yang, Zhiqiang
    He, Fan
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2024, 27 (02) : 191 - 203
  • [22] Decoding the Immune Microenvironment of Clear Cell Renal Cell Carcinoma by Single-Cell Profiling to Aid Immunotherapy
    Liu, Jie
    Xu, Jiangfan
    Zhang, Tong
    Xu, Kailong
    Bao, Peihua
    Zhang, Zhibo
    Xue, Kaiwen
    He, Ruyi
    Ma, Lixin
    Wang, Yang
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [23] Immune cell infiltration as an indicator of the immune microenvironment of pancreatic cancer
    Y Ino
    R Yamazaki-Itoh
    K Shimada
    M Iwasaki
    T Kosuge
    Y Kanai
    N Hiraoka
    British Journal of Cancer, 2013, 108 : 914 - 923
  • [24] Immune cell infiltration as an indicator of the immune microenvironment of pancreatic cancer
    Ino, Y.
    Yamazaki-Itoh, R.
    Shimada, K.
    Iwasaki, M.
    Kosuge, T.
    Kanai, Y.
    Hiraoka, N.
    BRITISH JOURNAL OF CANCER, 2013, 108 (04) : 914 - 923
  • [25] Estrogen-related genes influence immune cell infiltration and immunotherapy response in Hepatocellular Carcinoma
    Gao, Biao
    Wang, Yafei
    Li, Chonghui
    Lu, Shichun
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [26] Identification of an Immune Cell Infiltration-Related Prognostic Model to Guide Immunotherapy in Endometrial Carcinoma
    Zhu, Haijun
    Luo, Fangjia
    He, Wanhong
    Zhang, Sufen
    Chen, Jing
    Sun, Liyun
    Ni, Xiaohua
    Wu, Qihan
    CLINICAL AND EXPERIMENTAL OBSTETRICS & GYNECOLOGY, 2023, 50 (10):
  • [27] Characterization of immune infiltration in sarcomatoid hepatocellular carcinoma
    Luo, Chubin
    Xin, Haoyang
    Yin, Dan
    Zhao, Tongyi
    Hu, Zhiqiang
    Zhou, Zhengjun
    Sun, Rongqi
    Yao, Na
    Sun, Qiman
    Fan, Jia
    Huang, Xiaowu
    Zhou, Jian
    Zhou, Shaolai
    AGING-US, 2021, 13 (11): : 15126 - 15138
  • [28] Investigation of tumor-cell-intrinsic factors regulating immune infiltration and response to immunotherapy in pancreatic cancer
    Li, Jinyang
    Byrne, Katelyn T.
    Markosyan, Nune
    Yamazoe, Taiji
    Yan, Fangxue
    Chen, Zeyu
    Sun, Yu H.
    Lin, Jeffrey
    Sela, Yogev
    Norgard, Robert J.
    Yuan, Salina
    Merrell, Allyson J.
    Tobias, John W.
    Vonderheide, Robert H.
    Stanger, Ben Z.
    CANCER RESEARCH, 2019, 79 (24)
  • [29] SPI1 is a prognostic biomarker of immune infiltration and immunotherapy efficacy in clear cell renal cell carcinoma
    Feng, Huayi
    Wang, Tao
    Ye, Jiali
    Yang, Yang
    Huang, Xing
    Lai, Dong
    Lv, Zheng
    Huang, Yan
    Zhang, Xu
    DISCOVER ONCOLOGY, 2022, 13 (01)
  • [30] Identification of the Immune Cell Infiltration Landscape in Head and Neck Squamous Cell Carcinoma (HNSC) for the Exploration of Immunotherapy and Prognosis
    Huang, Chunli
    Liu, Jifeng
    GENETICS RESEARCH, 2022, 2022