Home LiteratureArticle Details
PMID: 26851185 Published · ppublish English Journal Article

Epithelial-Mesenchymal Transition Is Associated with a Distinct Tumor Microenvironment Including Elevation of Inflammatory Signals and Multiple Immune Checkpoints in Lung Adenocarcinoma.

Lou Y, Diao L, Cuentas ER, Denning WL, Chen L, Fan YH, Byers LA, Wang J, Papadimitrakopoulou VA, Behrens C, Rodriguez JC, Hwu P, Wistuba II, Heymach JV, Gibbons DL

Abstract

Promising results in the treatment of non-small cell lung cancer (NSCLC) have been seen with agents targeting immune checkpoints, such as programmed cell death 1 (PD-1) or programmed death ligand-1 (PD-L1). However, only a select group of patients respond to these interventions. The identification of biomarkers that predict clinical benefit to immune checkpoint blockade is critical to successful clinical translation of these agents. We conducted an integrated analysis of three independent large datasets, including The Cancer Genome Atlas of lung adenocarcinoma and two datasets from MD Anderson Cancer Center (Houston, TX), Profiling of Resistance Patterns and Oncogenic Signaling Pathways in Evaluation of Cancers of the Thorax (named PROSPECT) and Biomarker-Integrated Approaches of Targeted Therapy for Lung Cancer Elimination (named BATTLE-1). Comprehensive analysis of mRNA gene expression, reverse-phase protein array, IHC, and correlation with clinical data were performed. Epithelial-mesenchymal transition (EMT) is highly associated with an inflammatory tumor microenvironment in lung adenocarcinoma, independent of tumor mutational burden. We found immune activation coexistent with elevation of multiple targetable immune checkpoint molecules, including PD-L1, PD-L2, PD-1, TIM-3, B7-H3, BTLA, and CTLA-4, along with increases in tumor infiltration by CD4(+)Foxp3(+) regulatory T cells in lung adenocarcinomas that displayed an EMT phenotype. Furthermore, we identify B7-H3 as a prognostic marker for NSCLC. The strong association between EMT status and an inflammatory tumor microenvironment with elevation of multiple targetable immune checkpoint molecules warrants further investigation of using EMT as a predictive biomarker for immune checkpoint blockade agents and other immunotherapies in NSCLC and possibly a broad range of other cancers. Clin Cancer Res; 22(14); 3630-42. ©2016 AACRSee related commentary by Datar and Schalper, p. 3422.

MeSH Terms
Adenocarcinoma/drug therapy,metabolism,pathology Adenocarcinoma of Lung Antineoplastic Agents/therapeutic use B7 Antigens/metabolism Biomarkers, Tumor/metabolism Epithelial-Mesenchymal Transition/drug effects,physiology Humans Immunotherapy/methods Inflammation/metabolism,pathology Lung Neoplasms/drug therapy,metabolism,pathology Mutation/drug effects Signal Transduction/drug effects T-Lymphocytes, Regulatory/drug effects,metabolism,pathology Tumor Microenvironment/drug effects,physiology
Chemicals
Antineoplastic Agents B7 Antigens Biomarkers, Tumor
Authors & Affiliations
15 authors, click to expand affiliations / ORCID
Lou Yanyan
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Diao Lixia
Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Cuentas Edwin Roger Parra
Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Denning Warren L
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Chen Limo
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Fan You Hong
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Byers Lauren A
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Wang Jing
Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Papadimitrakopoulou Vassiliki A
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Behrens Carmen
Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Rodriguez Jaime Canales
Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Hwu Patrick
Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Wistuba Ignacio I
Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Heymach John V
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas. Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas. dlgibbon@mdanderson.org jheymach@mdanderson.org.
Gibbons Don L
Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas. Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston. dlgibbon@mdanderson.org jheymach@mdanderson.org.
References (43)
43 references, click to expand
  1. Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients.
    Nature. 2014 Nov 27;515(7528):563-7 PMID: 25428504
  2. Expression signatures of metastatic capacity in a genetic mouse model of lung adenocarcinoma.
    PLoS One. 2009;4(4):e5401 PMID: 19404390
  3. Inherited susceptibility to lung cancer may be associated with the T790M drug resistance mutation in EGFR.
    Nat Genet. 2005 Dec;37(12):1315-6 PMID: 16258541
  4. A perspective on cancer cell metastasis.
    Science. 2011 Mar 25;331(6024):1559-64 PMID: 21436443
  5. Epithelial-to-mesenchymal transition in the development and progression of adenocarcinoma and squamous cell carcinoma of the lung.
    Mod Pathol. 2009 May;22(5):668-78 PMID: 19270647
  6. Proteomic profiling identifies pathways dysregulated in non-small cell lung cancer and an inverse association of AMPK and adhesion pathways with recurrence.
    J Thorac Oncol. 2010 Dec;5(12):1894-904 PMID: 21124077
  7. Cancer metastasis is accelerated through immunosuppression during Snail-induced EMT of cancer cells.
    Cancer Cell. 2009 Mar 3;15(3):195-206 PMID: 19249678
  8. PD-1 blockade induces responses by inhibiting adaptive immune resistance.
    Nature. 2014 Nov 27;515(7528):568-71 PMID: 25428505
  9. Targeting the PD-1/B7-H1(PD-L1) pathway to activate anti-tumor immunity.
    Curr Opin Immunol. 2012 Apr;24(2):207-12 PMID: 22236695
  10. Cancer immunology. Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer.
    Science. 2015 Apr 3;348(6230):124-8 PMID: 25765070
  11. Safety, activity, and immune correlates of anti-PD-1 antibody in cancer.
    N Engl J Med. 2012 Jun 28;366(26):2443-54 PMID: 22658127
  12. Molecular pathways: coexpression of immune checkpoint molecules: signaling pathways and implications for cancer immunotherapy.
    Clin Cancer Res. 2013 Sep 15;19(18):4917-24 PMID: 23868869
  13. Epithelial-mesenchymal transitions in development and disease.
    Cell. 2009 Nov 25;139(5):871-90 PMID: 19945376
  14. The BATTLE trial: personalizing therapy for lung cancer.
    Cancer Discov. 2011 Jun;1(1):44-53 PMID: 22586319
  15. Molecular profiling to identify relevant immune resistance mechanisms in the tumor microenvironment.
    Curr Opin Immunol. 2011 Apr;23(2):286-92 PMID: 21185705
  16. Ipilimumab in combination with paclitaxel and carboplatin as first-line treatment in stage IIIB/IV non-small-cell lung cancer: results from a randomized, double-blind, multicenter phase II study.
    J Clin Oncol. 2012 Jun 10;30(17 ):2046-54 PMID: 22547592
  17. CCL2 is critical for immunosuppression to promote cancer metastasis.
    Clin Exp Metastasis. 2013 Apr;30(4):393-405 PMID: 23143679
  18. Immune suppression in the tumor microenvironment.
    J Immunother. 2006 May-Jun;29(3):233-40 PMID: 16699366
  19. Loss of tumor suppressor PTEN function increases B7-H1 expression and immunoresistance in glioma.
    Nat Med. 2007 Jan;13(1):84-8 PMID: 17159987
  20. The E-cadherin cell-cell adhesion complex and lung cancer invasion, metastasis, and prognosis.
    Lung Cancer. 2002 May;36(2):115-24 PMID: 11955645
  21. Smoking, p53 mutation, and lung cancer.
    Mol Cancer Res. 2014 Jan;12(1):3-13 PMID: 24442106
  22. An immune-active tumor microenvironment favors clinical response to ipilimumab.
    Cancer Immunol Immunother. 2012 Jul;61(7):1019-31 PMID: 22146893
  23. Engagement of the PD-1 immunoinhibitory receptor by a novel B7 family member leads to negative regulation of lymphocyte activation.
    J Exp Med. 2000 Oct 2;192(7):1027-34 PMID: 11015443
  24. Up-regulation of PD-L1, IDO, and T(regs) in the melanoma tumor microenvironment is driven by CD8(+) T cells.
    Sci Transl Med. 2013 Aug 28;5(200):200ra116 PMID: 23986400
  25. Interaction of PD-L1 on tumor cells with PD-1 on tumor-specific T cells as a mechanism of immune evasion: implications for tumor immunotherapy.
    Cancer Immunol Immunother. 2005 Apr;54(4):307-14 PMID: 15599732
  26. Gene signature in melanoma associated with clinical activity: a potential clue to unlock cancer immunotherapy.
    Cancer J. 2010 Jul-Aug;16(4):399-403 PMID: 20693853
  27. Comprehensive molecular profiling of lung adenocarcinoma.
    Nature. 2014 Jul 31;511(7511):543-50 PMID: 25079552
  28. Co-inhibitory molecules of the B7-CD28 family in the control of T-cell immunity.
    Nat Rev Immunol. 2004 May;4(5):336-47 PMID: 15122199
  29. Epithelial-mesenchymal transition.
    Cancer Res. 2008 Dec 1;68(23):9574-7 PMID: 19047131
  30. An epithelial-mesenchymal transition gene signature predicts resistance to EGFR and PI3K inhibitors and identifies Axl as a therapeutic target for overcoming EGFR inhibitor resistance.
    Clin Cancer Res. 2013 Jan 1;19(1):279-90 PMID: 23091115
  31. Spatiotemporal dynamics of intratumoral immune cells reveal the immune landscape in human cancer.
    Immunity. 2013 Oct 17;39(4):782-95 PMID: 24138885
  32. Epithelial to mesenchymal transition is a determinant of sensitivity of non-small-cell lung carcinoma cell lines and xenografts to epidermal growth factor receptor inhibition.
    Cancer Res. 2005 Oct 15;65(20):9455-62 PMID: 16230409
  33. Pembrolizumab for the treatment of non-small-cell lung cancer.
    N Engl J Med. 2015 May 21;372(21):2018-28 PMID: 25891174
  34. A 12-gene set predicts survival benefits from adjuvant chemotherapy in non-small cell lung cancer patients.
    Clin Cancer Res. 2013 Mar 15;19(6):1577-86 PMID: 23357979
  35. Programmed death ligand-1 expression in non-small cell lung cancer.
    Lab Invest. 2014 Jan;94(1):107-16 PMID: 24217091
  36. The tumor antigen repertoire identified in tumor-bearing neu transgenic mice predicts human tumor antigens.
    Cancer Res. 2006 Oct 1;66(19):9754-61 PMID: 17018635
  37. Association of PD-1, PD-1 ligands, and other features of the tumor immune microenvironment with response to anti-PD-1 therapy.
    Clin Cancer Res. 2014 Oct 1;20(19):5064-74 PMID: 24714771
  38. Colocalization of inflammatory response with B7-h1 expression in human melanocytic lesions supports an adaptive resistance mechanism of immune escape.
    Sci Transl Med. 2012 Mar 28;4(127):127ra37 PMID: 22461641
  39. Genetic basis for clinical response to CTLA-4 blockade in melanoma.
    N Engl J Med. 2014 Dec 4;371(23 ):2189-99 PMID: 25409260
  40. Co-occurring genomic alterations define major subsets of KRAS-mutant lung adenocarcinoma with distinct biology, immune profiles, and therapeutic vulnerabilities.
    Cancer Discov. 2015 Aug;5(8):860-77 PMID: 26069186
  41. Tumor progression despite massive influx of activated CD8(+) T cells in a patient with malignant melanoma ascites.
    Cancer Immunol Immunother. 2006 Oct;55(10):1185-97 PMID: 16468035
  42. Metastasis is regulated via microRNA-200/ZEB1 axis control of tumour cell PD-L1 expression and intratumoral immunosuppression.
    Nat Commun. 2014 Oct 28;5:5241 PMID: 25348003
  43. Safety and activity of anti-PD-L1 antibody in patients with advanced cancer.
    N Engl J Med. 2012 Jun 28;366(26):2455-65 PMID: 22658128
Article Info
Journal
Clinical cancer research : an official journal of the American Association for Cancer Research
Abbr.
Clin Cancer Res
ISSN
1557-3265
Published
2016-00-15
Epub
2016-00-05
Pages
3630-42
Language
English
Region
United States
NLM ID
9502500
PMCID
PMC4947453
Subset
IM
Grants
NCI NIH HHS · K08 CA151651 · United States
NCI NIH HHS · P50 CA070907 · United States
NCI NIH HHS · R01 CA205150 · United States
NCI NIH HHS · T32 CA009666 · United States
Corrections
CommentIn
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com