New Biomarkers Based on Dendritic Cells for Breast Cancer Treatment and Prognosis Diagnosis

被引:1
|
作者
Zhao, Fanjia [1 ,2 ]
Yan, Fang [1 ,2 ]
Liu, Haihong [1 ,2 ]
机构
[1] Yunnan Normal Univ, Dept Math, Kunming 650500, Peoples R China
[2] Univ Yunnan, Key Lab Complex Syst Modeling & Applicat, Kunming 650500, Peoples R China
基金
中国国家自然科学基金;
关键词
breast cancer; immunotherapy; dendritic cells; prognosis; bioinformatics analysis; IMMUNOTHERAPY; REVEALS; TUMOR;
D O I
10.3390/ijms24044058
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Dendritic cells(DCs) play a protective role in the antitumor immunity of most cancers, which can be divided into conventional dendritic cells (cDCs) and plasmacytoid dendritic cells (pDCs). Most current studies are only based on either cDCs or pDCs for the study of the relationship between DCs and breast cancer prognosis, without combining the two together. We aimed to select new biomarkers from pDCs and cDCs. In this paper, the xCell algorithm was first used to calculate the cellular abundance of 64 types of immune cells and stromal cells in tumor samples from the TCGA database, and the high-abundance pDC group and cDC group were divided according to the results of a survival analysis. Then, we looked for the co-expressed gene module of highly infiltrating pDC and cDC patients with a weighted correlation network analysis (WGCNA) and screened out the hub genes, including RBBP5, HNRNPU, PEX19, TPR, and BCL9. Finally, we analyzed the biological functions of the hub genes, and the results showed that RBBP5, TPR, and BCL9 were significantly related to the immune cells and prognosis of patients, and RBBP5 and BCL9 were involved in responding to TCF-related instructions of the Wnt pathway. In addition, we also evaluated the response of pDCs and cDCs with different abundances to chemotherapy, and the results showed that the higher the abundance of pDCs and cDCs, the higher their sensitivity to drugs. This paper revealed new biomarkers related to DCs-among them, BCL9, TPR, and RBBP5 were proven to be closely related to dendritic cells in cancer. For the first time, this paper puts forward that HNRNPU and PEX19 are related to the prognosis of dendritic cells in cancer, which also provides new possibilities for finding new targets for breast cancer immunotherapy.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Autoantibodies as biomarkers for breast cancer diagnosis and prognosis
    Yang, Ruozhu
    Han, Yi
    Yi, Wenjun
    Long, Qian
    [J]. FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [2] Proteinases as Biomarkers in Breast Cancer Prognosis and Diagnosis
    Suaifan, Ghadeer A. R. Y.
    Jaber, Deema
    Shehadeh, Mayadah B.
    Zourob, Mohammed
    [J]. MINI-REVIEWS IN MEDICINAL CHEMISTRY, 2017, 17 (07) : 583 - 592
  • [3] Circulating microRNAs: New biomarkers in diagnosis, prognosis and treatment of cancer (Review)
    Allegra, Alessandro
    Alonci, Andrea
    Campo, Salvatore
    Penna, Giuseppa
    Petrungaro, Annamaria
    Gerace, Demetrio
    Musolino, Caterina
    [J]. INTERNATIONAL JOURNAL OF ONCOLOGY, 2012, 41 (06) : 1897 - 1912
  • [4] Blood-based biomarkers for diagnosis, prognosis and treatment of colorectal cancer
    Yoruker, Ebru E.
    Holdenrieder, Stefan
    Gezer, Ugur
    [J]. CLINICA CHIMICA ACTA, 2016, 455 : 26 - 32
  • [5] New potential biomarkers for breast cancer prognosis
    Havrysh, K.
    Kiyamova, R.
    [J]. ANNALS OF ONCOLOGY, 2017, 28
  • [6] Dendritic Cells Are Associated with Prognosis and Survival in Breast Cancer
    Szpor, Joanna
    Streb, Joanna
    Glajcar, Anna
    Fraczek, Paulina
    Winiarska, Aleksandra
    Tyrak, Katarzyna E.
    Basta, Pawel
    Okon, Krzysztof
    Jach, Robert
    Hodorowicz-Zaniewska, Diana
    [J]. DIAGNOSTICS, 2021, 11 (04)
  • [7] MicroRNAs: New Biomarkers for Diagnosis, Prognosis, Therapy Prediction and Therapeutic Tools for Breast Cancer
    Bertoli, Gloria
    Cava, Claudia
    Castiglioni, Isabella
    [J]. THERANOSTICS, 2015, 5 (10): : 1122 - 1143
  • [8] Biomarkers for bladder cancer diagnosis, prognosis, monitoring and treatment
    Louise Stone
    [J]. Nature Reviews Urology, 2022, 19 : 383 - 383
  • [9] Biomarkers for bladder cancer diagnosis, prognosis, monitoring and treatment
    Stone, Louise
    [J]. NATURE REVIEWS UROLOGY, 2022, 19 (07) : 383 - 383
  • [10] Effect of exosome biomarkers for diagnosis and prognosis of breast cancer patients
    Wang, M.
    Ji, S.
    Shao, G.
    Zhang, J.
    Zhao, K.
    Wang, Z.
    Wu, A.
    [J]. CLINICAL & TRANSLATIONAL ONCOLOGY, 2018, 20 (07): : 906 - 911