Significance of STAT3 in Immune Infiltration and Drug Response in Cancer

被引:22
作者
Chen, Wei [1 ]
Dai, Xiaoshuo [1 ]
Chen, Yihuan [1 ]
Tian, Fang [1 ,2 ,3 ]
Zhang, Yanyan [1 ]
Zhang, Qiushuang [1 ,2 ]
Lu, Jing [1 ,2 ,3 ]
机构
[1] Zhengzhou Univ, Sch Basic Med Sci, Dept Pathophysiol, Zhengzhou 450001, Henan, Peoples R China
[2] Zhengzhou Univ, Collaborat Innovat Ctr Henan Prov Canc Chemopreve, Zhengzhou 450001, Henan, Peoples R China
[3] Zhengzhou Univ, State Key Lab Esophageal Canc Prevent & Treatment, Zhengzhou 450001, Henan, Peoples R China
关键词
STAT3; immune infiltration; drug response; bioinformatics; COLORECTAL-CANCER; ANDROGEN RECEPTOR; SIGNAL TRANSDUCER; GENE-EXPRESSION; BREAST-CANCER; TUMOR; CELLS; CARCINOMA; SENSITIVITY; ACTIVATOR;
D O I
10.3390/biom10060834
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
Signal transducer and activator of transcription 3 (STAT3) is a transcription factor and regulates tumorigenesis. However, the functions of STAT3 in immune and drug response in cancer remain elusive. Hence, we aim to reveal the impact of STAT3 in immune infiltration and drug response comprehensively by bioinformatics analysis. The expression of STAT3 and its relationship with tumor stage were explored by Tumor Immune Estimation Resource (TIMER), Human Protein Altas (HPA), and UALCAN databases. The correlations between STAT3 and immune infiltration, gene markers of immune cells were analyzed by TIMER. Moreover, the association between STAT3 and drug response was evaluated by the Cancer Cell Line Encyclopedia (CCLE) and Cancer Therapeutics Response Portal (CTRP). The results suggested that the mRNA transcriptional level of STAT3 was lower in tumors than normal tissues and mostly unrelated to tumor stage. Besides, the protein expression of STAT3 decreased in colorectal and renal cancer compared with normal tissues. Importantly, STAT3 was correlated with immune infiltration and particularly regulated tumor-associated macrophage (TAM), M2 macrophage, T-helper 1 (Th1), follicular helper T (Treg), and exhausted T-cells. Remarkably, STAT3 was closely correlated with the response to specified inhibitors and natural compounds in cancer. Furthermore, the association between STAT3 and drug response was highly cell line type dependent. Significantly, the study provides thorough insight that STAT3 is associated with immunosuppression, as well as drug response in clinical treatment.
引用
收藏
页数:22
相关论文
共 82 条
[1]   Systematic pan-cancer analysis of tumour purity [J].
Aran, Dvir ;
Sirota, Marina ;
Butte, Atul J. .
NATURE COMMUNICATIONS, 2015, 6
[2]   PD-L1 is commonly expressed and transcriptionally regulated by STAT3 and MYC in ALK-negative anaplastic large-cell lymphoma [J].
Atsaves, V. ;
Tsesmetzis, N. ;
Chioureas, D. ;
Kis, L. ;
Leventaki, V. ;
Drakos, E. ;
Panaretakis, T. ;
Grander, D. ;
Medeiros, L. J. ;
Young, K. H. ;
Rassidakis, G. Z. .
LEUKEMIA, 2017, 31 (07) :1633-1637
[3]   Contribution of bioinformatics prediction in microRNA-based cancer therapeutics [J].
Banwait, Jasjit K. ;
Bastola, Dhundy R. .
ADVANCED DRUG DELIVERY REVIEWS, 2015, 81 :94-103
[4]   Chemical genetics in tumor lipogenesis [J].
Braig, Simone .
BIOTECHNOLOGY ADVANCES, 2018, 36 (06) :1724-1729
[5]   STAT3 Induces Immunosuppression by Upregulating PD-1/PD-L1 in HNSCC [J].
Bu, L. L. ;
Yu, G. T. ;
Wu, L. ;
Mao, L. ;
Deng, W. W. ;
Liu, J. F. ;
Kulkarni, A. B. ;
Zhang, W. F. ;
Zhang, L. ;
Sun, Z. J. .
JOURNAL OF DENTAL RESEARCH, 2017, 96 (09) :1027-1034
[6]   UALCAN: A Portal for Facilitating Tumor Subgroup Gene Expression and Survival Analyses [J].
Chandrashekar, Darshan S. ;
Bashel, Bhuwan ;
Balasubramanya, Sai Akshaya Hodigere ;
Creighton, Chad J. ;
Ponce-Rodriguez, Israel ;
Chakravarthi, Balabhadrapatruni V. S. K. ;
Varambally, Sooryanarayana .
NEOPLASIA, 2017, 19 (08) :649-658
[7]   Cucurbitacins and cucurbitane glycosides: structures and biological activities [J].
Chen, JC ;
Chiu, MH ;
Nie, RL ;
Cordell, GA ;
Qiu, SX .
NATURAL PRODUCT REPORTS, 2005, 22 (03) :386-399
[8]   Anti-PD-1/PD-L1 therapy of human cancer: past, present, and future [J].
Chen, Lieping ;
Han, Xue .
JOURNAL OF CLINICAL INVESTIGATION, 2015, 125 (09) :3384-3391
[9]   Biochemical Basis of Anti-Cancer-Effects of PhloretinA Natural Dihydrochalcone [J].
Choi, Bu Young .
MOLECULES, 2019, 24 (02)
[10]   Dendritic cell-based immunotherapy: a basic review and recent advances [J].
Constantino, Joao ;
Gomes, Celia ;
Falcao, Amilcar ;
Neves, Bruno Miguel ;
Cruz, Maria Teresa .
IMMUNOLOGIC RESEARCH, 2017, 65 (04) :798-810