PER1 Is a Prognostic Biomarker and Correlated With Immune Infiltrates in Ovarian Cancer

被引:11
|
作者
Chen, Mali [1 ]
Zhang, Lili [1 ]
Liu, Xiaolong [2 ]
Ma, Zhen [2 ]
Lv, Ling [1 ]
机构
[1] Gansu Prov Matern & Child Care Hosp, Dept Obstet, Lanzhou, Peoples R China
[2] Lanzhou Univ, Dept Surg Oncol, Hosp 2, Lanzhou, Peoples R China
关键词
ovarian cancer; PER1; bioinformatics; diagnosis and prognosis biomarkers; immune infiltrates; CIRCADIAN CLOCK; GENES;
D O I
10.3389/fgene.2021.697471
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: Period circadian protein homolog 1 (PER1) is an important component of the biorhythm molecular oscillation system and plays an important part in the development and progression of mammalian cancer. However, the correlations of PER1 with prognosis and tumor-infiltrating lymphocytes in ovarian cancer (OV) remain unclear. Methods: The Oncomine and TIMER databases were used to examine the expression of PER1 in OV. Kaplan-Meier Plotter and PrognoScan were used to evaluate the relationship between PER1 and prognosis. Kaplan-Meier Plotter was used to analyze the relationships between PER1 and clinicopathological features of OV patients. The relationship between PER1 expression and immune infiltration in OV was investigated using the TIMER database and CIBERSORT algorithm. The STRING database was used to analyze PER1-related protein functional groups, the GeneMANIA online tool was used to analyze gene groups with similar functions to those of PER1, and Network Analyst was used to identify transcription factors that regulate PER1. The correlation between PER1 and immunoinvasion of OV was analyzed using TIMER. Finally, quantitative real-time polymerase chain reaction (qRT-PCR) was performed to detect PER1 expression. Results: PER1 was differentially expressed in different cancer tissues, and its expression in various OV subtypes was lower than that in normal ovarian tissue. OV patients with low PER1 expression had a reduced overall survival rate. Decreased PER1 expression in stage 1 and stage 1+2 OV patients was related to poor prognosis, while increased PER1 expression in stage 3+4 patients and TP53 mutation were related to poor overall survival and progression-free survival. We identified eight genes whose expression was strongly correlated with that of PER1, as well as four transcription factors that regulate PER1. In OV, PER1 expression levels were positively correlated with infiltration levels of cells including neutrophils, regulatory T cells, and M2 macrophages, and closely related to a variety of immune markers. Reduced expression of PER1 was significantly associated with poor overall survival. Conclusion: These findings suggest that PER1 could be used as a prognostic biomarker to determine prognosis and immune infiltration in OV patients.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] NLRP12 is a prognostic biomarker and correlated with immune infiltrates in epithelial ovarian cancer
    Ma, Ruiqiong
    Tang, Zhijian
    Wang, Jianliu
    [J]. JOURNAL OF GENE MEDICINE, 2024, 26 (01):
  • [2] DISC1 as a prognostic biomarker correlated with immune infiltrates in gastric cancer
    Zheng, Shiyao
    Chen, Yongyuan
    Weng, Caiming
    Lin, Nan
    Luo, Ziqiang
    Wang, Yuanzhao
    Xiong, Ping
    Teng, Zhun
    Wang, Yu
    Zhao, Hu
    Xiao, Chunhong
    [J]. HELIYON, 2023, 9 (04)
  • [3] GJA1 is a Prognostic Biomarker and Correlated with Immune Infiltrates in Colorectal Cancer
    Hu, Wenjun
    Li, Shuchun
    Zhang, Sen
    Xie, Bowen
    Zheng, Minhua
    Sun, Jing
    Yang, Xiao
    Zang, Lu
    Yang, Xiao
    [J]. CANCER MANAGEMENT AND RESEARCH, 2020, 12 : 11649 - 11661
  • [4] LCP1 is a prognostic biomarker correlated with immune infiltrates in gastric cancer
    Zeng, Qingwen
    Li, Leyan
    Feng, Zongfeng
    Luo, Lianghua
    Xiong, Jianbo
    Jie, Zhigang
    Cao, Yi
    Li, Zhengrong
    [J]. CANCER BIOMARKERS, 2021, 30 (01) : 105 - 125
  • [5] ITGAL as a Prognostic Biomarker Correlated With Immune Infiltrates in Gastric Cancer
    Zhang, Junchang
    Wang, Han
    Yuan, Cheng
    Wu, Jing
    Xu, Jiannan
    Chen, Songyao
    Zhang, Changhua
    He, Yulong
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
  • [6] COL1A1 is a prognostic biomarker and correlated with immune infiltrates in lung cancer
    Geng, Qishun
    Shen, Zhibo
    Li, Lifeng
    Zhao, Jie
    [J]. PEERJ, 2021, 9
  • [7] GLIS1, Correlated with Immune Infiltrates, Is a Potential Prognostic Biomarker in Prostate Cancer
    Peng, Qiang
    Xie, Tingting
    Wang, Yuliang
    Ho, Vincy Wing-Sze
    Teoh, Jeremy Yuen-Chun
    Chiu, Peter Ka-Fung
    Ng, Chi-Fai
    Haendler, Bernard
    Tennstedt, Pierre
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (01)
  • [8] LPAR1, a potential prognostic biomarker, is correlated with immune infiltrates in prostate cancer
    Shi, J.
    Jiang, D.
    Yang, S.
    Sun, Y.
    Zhang, X.
    Liu, Y.
    Yang, K.
    [J]. EUROPEAN JOURNAL OF IMMUNOLOGY, 2019, 49 : 2003 - 2004
  • [9] PCMT1 Is a Potential Prognostic Biomarker and Is Correlated with Immune Infiltrates in Breast Cancer
    Guo, Jufang
    Du, Xuelian
    Li, Chaolin
    [J]. BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [10] NFS1 as a Candidate Prognostic Biomarker for Gastric Cancer Correlated with Immune Infiltrates
    Jiang, You
    Li, Wenbo
    Zhang, Jun
    Liu, Kun
    Wu, Yuee
    Wang, Zhengguang
    [J]. INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2024, 17 : 3855 - 3868