Journal of Shanghai Jiao Tong University (Medical Science) >
MMP14 expression in pancreatic cancer and its correlation with characteristics of tumor immune microenvironment
Received date: 2021-12-24
Online published: 2022-05-09
Supported by
National Natural Science Foundation of China(82073269)
·To explore the expression of matrix metalloproteinase 14 (MMP14) in pancreatic cancer tissues and its correlation with clinical characteristics, and analyze its correlation with the characteristics of tumor immune microenvironment in pancreatic cancer.
·GEPIA (Gene Expression Profiling Interactive Analysis) platform was used to analyze the MMPs expression in 30 common tumor tissues. R software was used to integrate transcriptomic data of 167 normal pancreatic tissues from GTEx (Genotype-Tissue Expression) database with 178 pancreatic cancer tissues and 4 para-tumor tissues from TCGA (The Cancer Genome Atlas) database to compare the differences of MMP14 expression. GEPIA platform was used to perform survival analysis in the patients with different MMP14 expression levels. Perl and R project software were used to analyze the correlation of MMP14 expression and clinical characteristics. R project software and GSEA v3.0 software were used for Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis and Gene Ontology (GO) functional enrichment analysis. CIBERSORT analysis was used to calculate the proportions of immune cell subsets in the tumor immune microenvironment, and analyze correlation of MMP14 expression and the proportion of immune cell subsets. Six fresh surgical samples of pancreatic cancer tissues and paired para-tumor tissues were collected to detect various immune cell subsets by flow cytometry. t-SNE dimensionality reduction and statistical analysis were used to explore the characteristics of tumor immune microenvironment in pancreatic cancer. A tissue microarray was used to conduct multiplex immunohistochemistry (mIHC) to detect MMP14 expression and the proportions of immune cell subsets to verify bioinformatics analysis results.
·In the bioinformatics database, compared with the other members of MMPs, MMP14 was highly expressed in a variety of tumors, and MMP14 expression in pancreatic cancer was higher than that in the other cancers. The expression of MMP14 in pancreatic cancer tissues was significantly higher than that in normal pancreatic tissues and para-tumor tissues (P=0.000). The expression of MMP14 in the TNM stage II tumor was higher than that in the stage I tumor (P=0.012). The expressions of MMP14 in the histological grade 2 (G2) and grade 3 (G3) tumors were higher than those in the grade 1 (G1) tumor (P=0.000). The survival prognosis of the patients in MMP14-low expression group was significantly better than that in high expression group (P=0.033). KEGG and GO analysis results showed that MMP14 was enriched in the pancreatic cancer pathway and immune-related pathways. The expression level of MMP14 was negatively correlated with the percentages of CD8+ T cells and monocytes (P<0.05) , and positively correlated with the percentage of macrophages (P=0.000). Flow cytometry analysis suggested that tumor microenvironment of pancreatic cancer was immunosuppressive. The results of mIHC showed that MMP14 expression in the tumor tissues was higher than that in the para-tumor tissues (P=0.000). Tumor tissues with higher TNM stage and histological grade expressed relatively higher MMP14 levels (P<0.05). In the tumor tissues with high MMP14 expression level, the percentage of CD8+ T cells decreased (P=0.001) and the percentage of macrophages increased (P=0.000), which were consistent with bioinformatics analysis results.
·Compared with normal pancreatic tissues and para-tumor tissues, the expression of MMP14 significantly increases in pancreatic tumor tissues and the high expression is associated with poor prognosis of the patients; in the pancreatic tumor tissues with high MMP14 expression, the percentage of CD8+ T cells decreases and the percentage of macrophages increases; with high MMP14 expression, the tumor microenvironment of pancreatic cancer is highly immunosuppressive.
Jingxuan XU , Shaoqian DU , Yuan CAO , Hongxia WANG , Weiyi HUANG . MMP14 expression in pancreatic cancer and its correlation with characteristics of tumor immune microenvironment[J]. Journal of Shanghai Jiao Tong University (Medical Science), 2022 , 42(3) : 312 -322 . DOI: 10.3969/j.issn.1674-8115.2022.03.008
1 | ANSARI D, TINGSTEDT B, ANDERSSON B, et al. Pancreatic cancer: yesterday, today and tomorrow[J]. Future Oncol, 2016, 12(16): 1929-1946. |
2 | PISHVAIAN M J, BLAIS E M, BRODY J R, et al. Overall survival in patients with pancreatic cancer receiving matched therapies following molecular profiling: a retrospective analysis of the Know Your Tumor registry trial[J]. Lancet Oncol, 2020, 21(4): 508-518. |
3 | 王超, 宁克, 胡欢欢, 等. 胰腺癌肿瘤微环境的研究进展[J]. 中华消化外科杂志, 2020, 19(1): 109-112. |
4 | LI H B, YANG Z H, GUO Q Q. Immune checkpoint inhibition for pancreatic ductal adenocarcinoma: limitations and prospects: a systematic review[J]. Cell Commun Signal, 2021, 19(1): 117. |
5 | DANGAJ D, BRUAND M, GRIMM A J, et al. Cooperation between constitutive and inducible chemokines enables T cell engraftment and immune attack in solid tumors[J]. Cancer Cell, 2019, 35(6): 885-900.e10. |
6 | SHI B, CHU J F, HUANG T, et al. The scavenger receptor MARCO expressed by tumor-associated macrophages are highly associated with poor pancreatic cancer prognosis[J]. Front Oncol, 2021, 11: 771488. |
7 | AGER C R, BODA A, RAJAPAKSHE K, et al. High potency STING agonists engage unique myeloid pathways to reverse pancreatic cancer immune privilege[J]. J Immunother Cancer, 2021, 9(8): e003246. |
8 | KAUR K, KO M W, CHEN F, et al. Defective NK cell expansion, cytotoxicity, and lack of ability to differentiate tumors from a pancreatic cancer patient in a long term follow-up: implication in the progression of cancer[J]. Cancer Immunol Immunother, 2021. DOI: 10.1007/s00262-021-03044-w. |
9 | GUO J, LIAO M F, HU X M, et al. Tumour-derived Reg3A educates dendritic cells to promote pancreatic cancer progression[J]. Mol Cells, 2021, 44(9): 647-657. |
10 | OSTIOS-GARCIA L, VILLAMAYOR J, GARCIA-LORENZO E, et al. Understanding the immune response and the current landscape of immunotherapy in pancreatic cancer[J]. World J Gastroenterol, 2021, 27(40): 6775-6793. |
11 | M??TT? M, SOINI Y, LIAKKA A, et al. Differential expression of matrix metalloproteinase (MMP)-2, MMP-9, and membrane type 1-MMP in hepatocellular and pancreatic adenocarcinoma: implications for tumor progression and clinical prognosis[J]. Clin Cancer Res, 2000, 6(7): 2726-2734. |
12 | DECOTRET L R, WADSWORTH B J, LI L V, et al. Receptor-type protein tyrosine phosphatase alpha (PTPα) mediates MMP14 localization and facilitates triple-negative breast cancer cell invasion[J]. Mol Biol Cell, 2021, 32(7): 567-578. |
13 | YU J, HE Z, HE X W, et al. Comprehensive analysis of the expression and prognosis for MMPs in human colorectal cancer[J]. Front Oncol, 2021, 11: 771099. |
14 | HILLEBRAND L E, WICKBERG S M, GOMEZ-AULI A, et al. MMP14 empowers tumor-initiating breast cancer cells under hypoxic nutrient-depleted conditions[J]. FASEB J, 2019, 33(3): 4124-4140. |
15 | ULASOV I V, MIJANOVIC O, SAVCHUK S, et al. TMZ regulates GBM stemness via MMP14-DLL4-Notch3 pathway[J]. Int J Cancer, 2020, 146(8): 2218-2228. |
16 | QIANG L, CAO H, CHEN J, et al. Pancreatic tumor cell metastasis is restricted by MT1-MMP binding protein MTCBP-1[J]. J Cell Biol, 2019, 218(1): 317-332. |
17 | 袁蒙, 阿卜杜海拜尔·萨杜拉, 任思谦, 等. 胰腺癌免疫微环境特点与相关免疫治疗策略[J]. 中华医学杂志, 2021, 101(12): 831-835. |
18 | OH D Y, KWEK S S, RAJU S S, et al. Intratumoral CD4+ T cells mediate anti-tumor cytotoxicity in human bladder cancer[J]. Cell, 2020, 181(7): 1612-1625.e13. |
19 | DI PILATO M, KFURI-RUBENS R, PRUESSMANN J N, et al. CXCR6 positions cytotoxic T cells to receive critical survival signals in the tumor microenvironment[J]. Cell, 2021, 184(17): 4512-4530.e22. |
20 | DALEY D, ZAMBIRINIS C P, SEIFERT L, et al. γδ T cells support pancreatic oncogenesis by restraining αβ T cell activation[J]. Cell, 2016, 166(6): 1485-1499.e15. |
21 | MILLER-OCUIN J L, LIANG X Y, BOONE B A, et al. DNA released from neutrophil extracellular traps (NETs) activates pancreatic stellate cells and enhances pancreatic tumor growth[J]. Oncoimmunology, 2019, 8(9): e1605822. |
22 | POINCLOUX R, LIZáRRAGA F, CHAVRIER P. Matrix invasion by tumour cells: a focus on MT1-MMP trafficking to invadopodia[J]. J Cell Sci, 2009, 122(Pt 17): 3015-3024. |
23 | SATHYAMOORTHY T, TEZERA L B, WALKER N F, et al. Membrane type 1 matrix metalloproteinase regulates monocyte migration and collagen destruction in tuberculosis[J]. J Immunol, 2015, 195(3): 882-891. |
24 | LING B B, WATT K, BANERJEE S, et al. A novel immunotherapy targeting MMP-14 limits hypoxia, immune suppression and metastasis in triple-negative breast cancer models[J]. Oncotarget, 2017, 8(35): 58372-58385. |
25 | ANDREOU T, WILLIAMS J, BROWNLIE R J, et al. Hematopoietic stem cell gene therapy targeting TGFβ enhances the efficacy of irradiation therapy in a preclinical glioblastoma model[J]. J Immunother Cancer, 2021, 9(3): e001143. |
26 | FARHOOD B, NAJAFI M, MORTEZAEE K. CD8+ cytotoxic T lymphocytes in cancer immunotherapy: a review[J]. J Cell Physiol, 2019, 234(6): 8509-8521. |
27 | XIA Q, JIA J, HU C P, et al. Tumor-associated macrophages promote PD-L1 expression in tumor cells by regulating PKM2 nuclear translocation in pancreatic ductal adenocarcinoma[J]. Oncogene, 2022, 41(6): 865-877. |
28 | HALBROOK C J, PONTIOUS C, KOVALENKO I, et al. Macrophage-released pyrimidines inhibit gemcitabine therapy in pancreatic cancer[J]. Cell Metab, 2019, 29(6): 1390-1399.e6. |
29 | CAO D J, SONG Q Q, LI J Q, et al. Opportunities and challenges in targeted therapy and immunotherapy for pancreatic cancer[J]. Expert Rev Mol Med, 2021, 23: e21. |
/
〈 |
|
〉 |