Collagen type VII α1 chain: A promising prognostic and immune infiltration biomarker of pancreatic cancer

被引:8
|
作者
Ding, Cheng [1 ]
Yu, Zhangping [2 ]
Li, Xianliang [1 ]
Zhu, Jiqiao [1 ]
Dai, Menghua [2 ,4 ]
He, Qiang [1 ,3 ]
机构
[1] Capital Med Univ, Dept Hepatobiliary Surg, Beijing Chao Yang Hosp, Beijing 100020, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Gen Surg, Beijing 100730, Peoples R China
[3] Capital Med Univ, Dept Hepatobiliary Surg, Beijing Chao Yang Hosp, 8 Gongti South Rd, Beijing 100020, Peoples R China
[4] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Gen Surg, 1 Shuaifu Garden,Wangfujing St, Beijing 100730, Peoples R China
关键词
collagen type VII alpha 1 chain; pancreatic cancer; immune infiltration; biomarker; prognosis; CELLS; EXPRESSION;
D O I
10.3892/ol.2023.13663
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Pancreatic cancer (PC) is a stubborn malignancy with high lethality and a low 5-year overall survival (OS) rate. Collagen type VII alpha 1 chain (COL7A1), a major component of the extracellular matrix, serves important roles in numerous physiological processes and various illnesses. COL7A1 protein acts as an anchoring fibril between the external epithelial cells and the underlying stroma, and mutation of COL7A1 could cause recessive dystrophic epidermolysis bullosa. Raw data for PC were acquired from The Cancer Genome Atlas and the Gene Expression Omnibus database, and raw data for the normal pancreas were obtained from the Genotype-Tissue Expression database. COL7A1 mRNA expression in PC tissues was compared with that in either paired (GSE15471 dataset) or unpaired (all other data) normal pancreas tissues. The association between COL7A1 mRNA expression and clinicopathological factors was assessed using logistic regression analysis. Cox analysis and Kaplan-Meier analysis were used to evaluate the role of COL7A1 mRNA expression in prognosis and nomograms were constructed. Gene Ontology analysis, Kyoto Encyclopedia of Genes and Genomes analysis, Gene Set Enrichment Analysis (GSEA) and single-sample GSEA (ssGSEA) were performed to evaluate the relevant functions of COL7A1 and correlation with immune cell infiltration. Furthermore, reverse transcription-quantitative PCR was used to assess the mRNA expression levels of COL7A1 in PC. The present study demonstrated that COL7A1 mRNA expression was higher in PC tissues compared with in normal pancreas tissues. The Kaplan-Meier survival analysis indicated that patients with PC with high COL7A1 mRNA expression had shorter overall survival (OS), disease-specific survival (DSS) and progression-free interval (PFI) times compared with patients with PC with low COL7A1 mRNA expression. Multivariate analysis demonstrated that COL7A1 mRNA expression was an independent risk factor for OS, DSS and PFI. Nomogram and calibration plots were constructed to predict the prognosis of patients with PC. GSEA demonstrated that high mRNA expression levels of COL7A1 were associated with multiple cancer-related pathways. ssGSEA analysis indicated that COL7A1 expression was positively associated with natural killer CD56bright cells and T helper (Th)2 cells, and negatively associated with Th17 cells and eosinophils. The results of the present study suggested that COL7A1 could be an independent biomarker and an influential moderator of immune infiltration in PC.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] YAP1 is a Prognostic Biomarker and Correlated with Immune Cell Infiltration in Pancreatic Cancer
    Sun, Kai
    Zhang, Xue-de
    Liu, Xiao-yang
    Lu, Pei
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 8
  • [2] KRT14 is a promising prognostic biomarker of breast cancer related to immune infiltration
    Liao, Siqi
    Zhang, Xin
    Chen, Lanhui
    Zhang, Jianning
    Lu, Weiyu
    Rao, Mengou
    Zhang, Yifan
    Ye, Zijian
    Ivanova, Deyana
    Li, Fangfang
    Chen, Xuemei
    Wang, Yingxiong
    Song, Anchao
    Xie, Biao
    Wang, Meijiao
    MOLECULAR IMMUNOLOGY, 2025, 180 : 55 - 73
  • [3] UTP23 Is a Promising Prognostic Biomarker and Is Associated with Immune Infiltration in Breast Cancer
    Li, Jindong
    Xie, Siman
    Zhang, Benteng
    He, Weiping
    Zhang, Yan
    Wang, Jun
    Yang, Li
    CRITICAL REVIEWS IN EUKARYOTIC GENE EXPRESSION, 2024, 34 (03):
  • [4] GABRP is a potential prognostic biomarker and correlated with immune infiltration and tumor microenvironment in pancreatic cancer
    Yang, Yihui
    Ren, Liwen
    Li, Sha
    Zheng, Xiangjin
    Liu, Jinyi
    Li, Wan
    Fu, Weiqi
    Wang, Jinhua
    Du, Guanhua
    TRANSLATIONAL CANCER RESEARCH, 2022, 11 (04) : 649 - +
  • [5] SQLE is a promising prognostic and immunological biomarker and correlated with immune Infiltration in Sarcoma
    Shao, Mengwei
    Wang, Mingbo
    Wang, Xiliang
    Feng, Xiaodong
    Zhang, Lifeng
    Lv, Huicheng
    MEDICINE, 2024, 103 (06)
  • [6] NIPAL1 as a prognostic biomarker associated with pancreatic adenocarcinoma progression and immune infiltration
    Zhu, Youlong
    Qi, Zongze
    Zu, Shaoqi
    Yang, Fangchao
    Wang, Yanming
    Zhu, Lei
    Li, Xintong
    Li, Ruixue
    Zhu, Hong
    BMC CANCER, 2025, 25 (01)
  • [7] POC1A acts as a promising prognostic biomarker associated with high tumor immune cell infiltration in gastric cancer
    Lu, Jun
    Huang, Xiao-Yan
    Wang, Yao-Hui
    Xie, Jian-Wei
    Wang, Jia-Bin
    Lin, Jian-Xian
    Chen, Qi-Yue
    Cao, Long-Long
    Li, Ping
    Huang, Chang-Ming
    Zheng, Chao-Hui
    AGING-US, 2020, 12 (19): : 18982 - 19011
  • [8] CLEC1B is a Promising Prognostic Biomarker and Correlated with Immune Infiltration in Hepatocellular Carcinoma
    Liang, Xiaoliang
    Song, Fei
    Fang, Wanzhi
    Zhang, Yu
    Feng, Zihan
    Chen, Zeyin
    Han, Lu
    Chen, Zhong
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2022, 15 : 5661 - 5672
  • [9] EPPK1 as a Prognostic Biomarker in Type I Endometrial Cancer and Its Correlation with Immune Infiltration
    Liu, Lu
    Yuan, Shuang
    Yao, Shouheng
    Cao, Wenjiao
    Wang, Lihua
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2024, 17 : 1677 - 1694
  • [10] LIMK1: A promising prognostic and immune infiltration indicator in colorectal cancer
    Liu, Xin
    Song, Qiang
    Wang, Daohan
    Liu, Yubiao
    Zhang, Zhixiang
    Fu, Weihua
    ONCOLOGY LETTERS, 2022, 24 (01)