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
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页数:11
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