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Potential biomarker for checkpoint blockade immunotherapy and treatment strategy

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Tumor Biology

Abstract

Programmed cell death protein-1 (PD-1) and ligand (PD-L1) provide an important escape mechanism from immune attack, and blockade therapy of these proteins show promising clinical benefits in many types of cancer. PD-L1 can be induced by interferon-gamma (IFN-γ), hypoxia, or toll-like receptor (TLR)-mediated pathways that confer adaptive immune resistance, or upregulated by oncogenic signals leading to constitutive expression and resulting in intrinsic immune resistance. The PD-1/PD-L1 checkpoint blockade, which targets regulatory pathways in T cells to overcome immune resistance, is correlated to PD-L1 expression pattern and the presence of tumor-infiltrating lymphocytes (TILs). Meanwhile, immunogenic mutation loads show significant response to checkpoint blockade, which is probably due to PD-1/L1 status and TIL content. Finally, the clinical strategies to design effective checkpoint-targeting immunotherapies are based on the classification of inducible/constitutive expression of PD-L1 and the presence of TILs.

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References

  1. Brahmer JR, Tykodi SS, Chow LQ, Hwu WJ, Topalian SL, Hwu P, et al. Safety and activity of anti-pd-l1 antibody in patients with advanced cancer. N Engl J Med. 2012;366:2455–65.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. O’Sullivan Coyne G, Madan RA, Gulley JL. Nivolumab: promising survival signal coupled with limited toxicity raises expectations. J Clin Oncol. 2014;32:986–8.

    Article  PubMed  Google Scholar 

  3. Chen DS, Irving BA, Hodi FS. Molecular pathways: next-generation immunotherapy—inhibiting programmed death-ligand 1 and programmed death-1. Clin Cancer Res. 2012;18:6580–7.

    Article  CAS  PubMed  Google Scholar 

  4. Hodi FS, O’Day SJ, McDermott DF, Weber RW, Sosman JA, Haanen JB, et al. Improved survival with ipilimumab in patients with metastatic melanoma. N Engl J Med. 2010;363:711–23.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Ribas A. Tumor immunotherapy directed at pd-1. N Engl J Med. 2012;366:2517–9.

    Article  CAS  PubMed  Google Scholar 

  6. Topalian SL, Hodi FS, Brahmer JR, Gettinger SN, Smith DC, McDermott DF, et al. Safety, activity, and immune correlates of anti-pd-1 antibody in cancer. N Engl J Med. 2012;366:2443–54.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Carbognin L, Pilotto S, Milella M, Vaccaro V, Brunelli M, Calio A, et al. Differential activity of nivolumab, pembrolizumab and mpdl3280a according to the tumor expression of programmed death-ligand-1 (pd-l1): sensitivity analysis of trials in melanoma, lung and genitourinary cancers. PLoS One. 2015;10:e0130142.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Tumeh PC, Harview CL, Yearley JH, Shintaku IP, Taylor EJ, Robert L, et al. Pd-1 blockade induces responses by inhibiting adaptive immune resistance. Nature. 2014;515:568–71.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Herbst RS, Soria JC, Kowanetz M, Fine GD, Hamid O, Gordon MS, et al. Predictive correlates of response to the anti-pd-l1 antibody mpdl3280a in cancer patients. Nature. 2014;515:563–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Brahmer J, Reckamp KL, Baas P, Crino L, Eberhardt WE, Poddubskaya E, et al. Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer. N Engl J Med. 2015;373:123–35.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Wolchok JD, Kluger H, Callahan MK, Postow MA, Rizvi NA, Lesokhin AM, et al. Nivolumab plus ipilimumab in advanced melanoma. N Engl J Med. 2013;369:122–33.

    Article  CAS  PubMed  Google Scholar 

  12. Robert C, Long GV, Brady B, Dutriaux C, Maio M, Mortier L, et al. Nivolumab in previously untreated melanoma without braf mutation. N Engl J Med. 2015;372:320–30.

    Article  CAS  PubMed  Google Scholar 

  13. Rizvi NA, Mazieres J, Planchard D, Stinchcombe TE, Dy GK, Antonia SJ, et al. Activity and safety of nivolumab, an anti-pd-1 immune checkpoint inhibitor, for patients with advanced, refractory squamous non-small-cell lung cancer (checkmate 063): a phase 2, single-arm trial. Lancet Oncol. 2015;16:257–65.

    Article  CAS  PubMed  Google Scholar 

  14. Pardoll DM. The blockade of immune checkpoints in cancer immunotherapy. Nat Rev Cancer. 2012;12:252–64.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Dong H, Strome SE, Salomao DR, Tamura H, Hirano F, Flies DB, et al. Tumor-associated b7-h1 promotes T-cell apoptosis: a potential mechanism of immune evasion. Nat Med. 2002;8:793–800.

    Article  CAS  PubMed  Google Scholar 

  16. Gowrishankar K, Gunatilake D, Gallagher SJ, Tiffen J, Rizos H, Hersey P. Inducible but not constitutive expression of pd-l1 in human melanoma cells is dependent on activation of nf-kappab. PLoS One. 2015;10:e0123410.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Sharma P, Allison JP. The future of immune checkpoint therapy. Science. 2015;348:56–61.

    Article  CAS  PubMed  Google Scholar 

  18. Madore J, Vilain RE, Menzies AM, Kakavand H, Wilmott JS, Hyman J, et al. Pd-l1 expression in melanoma shows marked heterogeneity within and between patients: implications for anti-pd-1/pd-l1 clinical trials. Pigment Cell Melanoma Res. 2015;28:245–53.

    Article  CAS  PubMed  Google Scholar 

  19. Sanmamed MF, Chen L. Inducible expression of b7-h1 (pd-l1) and its selective role in tumor site immune modulation. Cancer J. 2014;20:256–61.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Maekawa N, Konnai S, Ikebuchi R, Okagawa T, Adachi M, Takagi S, et al. Expression of pd-l1 on canine tumor cells and enhancement of ifn-gamma production from tumor-infiltrating cells by pd-l1 blockade. PLoS One. 2014;9:e98415.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Furuta J, Inozume T, Harada K, Shimada S. Cd271 on melanoma cell is an ifn-gamma-inducible immunosuppressive factor that mediates downregulation of melanoma antigens. J Investig Dermatol. 2014;134:1369–77.

    Article  CAS  PubMed  Google Scholar 

  22. Deng L, Liang H, Burnette B, Beckett M, Darga T, Weichselbaum RR, et al. Irradiation and anti-pd-l1 treatment synergistically promote antitumor immunity in mice. J Clin Invest. 2014;124:687–95.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Dovedi SJ, Adlard AL, Lipowska-Bhalla G, McKenna C, Jones S, Cheadle EJ, et al. Acquired resistance to fractionated radiotherapy can be overcome by concurrent pd-l1 blockade. Cancer Res. 2014;74:5458–68.

    Article  CAS  PubMed  Google Scholar 

  24. Ngiow SF, McArthur GA, Smyth MJ. Radiotherapy complements immune checkpoint blockade. Cancer Cell. 2015;27:437–8.

    Article  CAS  PubMed  Google Scholar 

  25. Dovedi SJ, Illidge TM. The antitumor immune response generated by fractionated radiation therapy may be limited by tumor cell adaptive resistance and can be circumvented by pd-l1 blockade. Oncoimmunology. 2015;4:e1016709.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Twyman-Saint Victor C, Rech AJ, Maity A, Rengan R, Pauken KE, Stelekati E, et al. Radiation and dual checkpoint blockade activate non-redundant immune mechanisms in cancer. Nature. 2015;520:373–7.

    Article  CAS  PubMed  Google Scholar 

  27. Das R, Verma R, Sznol M, Boddupalli CS, Gettinger SN, Kluger H, et al. Combination therapy with anti-ctla-4 and anti-pd-1 leads to distinct immunologic changes in vivo. J Immunol. 2015;194:950–9.

    Article  CAS  PubMed  Google Scholar 

  28. Lee SJ, Jang BC, Lee SW, Yang YI, Suh SI, Park YM, et al. Interferon regulatory factor-1 is prerequisite to the constitutive expression and ifn-gamma-induced upregulation of b7-h1 (cd274). FEBS Lett. 2006;580:755–62.

    Article  CAS  PubMed  Google Scholar 

  29. Soares KC, Rucki AA, Wu AA, Olino K, Xiao Q, Chai Y, et al. Pd-1/pd-l1 blockade together with vaccine therapy facilitates effector T-cell infiltration into pancreatic tumors. J Immunother. 2015;38:1–11.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Norde WJ, Maas F, Hobo W, Korman A, Quigley M, Kester MG, et al. Pd-1/pd-l1 interactions contribute to functional T-cell impairment in patients who relapse with cancer after allogeneic stem cell transplantation. Cancer Res. 2011;71:5111–22.

    Article  CAS  PubMed  Google Scholar 

  31. Huang Y, Goel S, Duda DG, Fukumura D, Jain RK. Vascular normalization as an emerging strategy to enhance cancer immunotherapy. Cancer Res. 2013;73:2943–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Shrimali RK, Yu Z, Theoret MR, Chinnasamy D, Restifo NP, Rosenberg SA. Antiangiogenic agents can increase lymphocyte infiltration into tumor and enhance the effectiveness of adoptive immunotherapy of cancer. Cancer Res. 2010;70:6171–80.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Huang Y, Yuan J, Righi E, Kamoun WS, Ancukiewicz M, Nezivar J, et al. Vascular normalizing doses of antiangiogenic treatment reprogram the immunosuppressive tumor microenvironment and enhance immunotherapy. Proc Natl Acad Sci U S A. 2012;109:17561–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Colegio OR, Chu NQ, Szabo AL, Chu T, Rhebergen AM, Jairam V, et al. Functional polarization of tumour-associated macrophages by tumour-derived lactic acid. Nature. 2014;513:559–63.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Noman MZ, Desantis G, Janji B, Hasmim M, Karray S, Dessen P, et al. Pd-l1 is a novel direct target of hif-1alpha, and its blockade under hypoxia enhanced mdsc-mediated t cell activation. J Exp Med. 2014;211:781–90.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Pulko V, Liu X, Krco CJ, Harris KJ, Frigola X, Kwon ED, et al. Tlr3-stimulated dendritic cells up-regulate b7-h1 expression and influence the magnitude of cd8 T cell responses to tumor vaccination. J Immunol. 2009;183:3634–41.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Lu H. TLR agonists for cancer immunotherapy: tipping the balance between the immune stimulatory and inhibitory effects. Front Immunol. 2014;5:83.

    PubMed  PubMed Central  Google Scholar 

  38. Wolfle SJ, Strebovsky J, Bartz H, Sahr A, Arnold C, Kaiser C, et al. Pd-l1 expression on tolerogenic apcs is controlled by stat-3. Eur J Immunol. 2011;41:413–24.

    Article  PubMed  Google Scholar 

  39. Huang B, Zhao J, Li H, He KL, Chen Y, Chen SH, et al. Toll-like receptors on tumor cells facilitate evasion of immune surveillance. Cancer Res. 2005;65:5009–14.

    Article  CAS  PubMed  Google Scholar 

  40. Webster WS, Thompson RH, Harris KJ, Frigola X, Kuntz S, Inman BA, et al. Targeting molecular and cellular inhibitory mechanisms for improvement of antitumor memory responses reactivated by tumor cell vaccine. J Immunol. 2007;179:2860–9.

    Article  CAS  PubMed  Google Scholar 

  41. Ritprajak P, Azuma M. Intrinsic and extrinsic control of expression of the immunoregulatory molecule pd-l1 in epithelial cells and squamous cell carcinoma. Oral Oncol. 2015;51:221–8.

    Article  CAS  PubMed  Google Scholar 

  42. Severa M, Giacomini E, Gafa V, Anastasiadou E, Rizzo F, Corazzari M, et al. EBV stimulates TLR- and autophagy-dependent pathways and impairs maturation in plasmacytoid dendritic cells: implications for viral immune escape. Eur J Immunol. 2013;43:147–58.

    Article  CAS  PubMed  Google Scholar 

  43. Ansell SM, Lesokhin AM, Borrello I, Halwani A, Scott EC, Gutierrez M, et al. Pd-1 blockade with nivolumab in relapsed or refractory Hodgkin’s lymphoma. N Engl J Med. 2015;372:311–9.

    Article  PubMed  Google Scholar 

  44. Xu C, Fillmore CM, Koyama S, Wu H, Zhao Y, Chen Z, et al. Loss of Lkb1 and Pten leads to lung squamous cell carcinoma with elevated pd-l1 expression. Cancer Cell. 2014;25:590–604.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  45. Parsa AT, Waldron JS, Panner A, Crane CA, Parney IF, Barry JJ, et al. Loss of tumor suppressor PTEN function increases B7-H1 expression and immunoresistance in glioma. Nat Med. 2007;13:84–8.

    Article  CAS  PubMed  Google Scholar 

  46. Akbay EA, Koyama S, Carretero J, Altabef A, Tchaicha JH, Christensen CL, et al. Activation of the PD-1 pathway contributes to immune escape in EGFR-driven lung tumors. Cancer Discov. 2013;3:1355–63.

    Article  CAS  PubMed  Google Scholar 

  47. Azuma K, Ota K, Kawahara A, Hattori S, Iwama E, Harada T, et al. Association of PD-L1 overexpression with activating EGFR mutations in surgically resected nonsmall-cell lung cancer. Ann Oncol. 2014;25:1935–40.

    Article  CAS  PubMed  Google Scholar 

  48. Chen N, Fang W, Zhan J, Hong S, Tang Y, Kang S, et al. Upregulation of PD-L1 by EGFR activation mediates the immune escape in EGFR-driven NSCLC: implication for optional immune targeted therapy for NSCLC patients with EGFR mutation. J Thorac Oncol. 2015;10:910–23.

    Article  CAS  PubMed  Google Scholar 

  49. Afreen S, Dermime S. The immunoinhibitory B7-H1 molecule as a potential target in cancer: killing many birds with one stone. Hematol Oncol Stem Cell Ther. 2014;7:1–17.

    Article  PubMed  Google Scholar 

  50. Lin K, Cheng J, Yang T, Li Y, Zhu B. EGFR-TKI down-regulates PD-L1 in EGFR mutant NSCLC through inhibiting NF-κB. Biochem Biophys Res Commun. 2015;463:95–101.

    Article  CAS  PubMed  Google Scholar 

  51. Pollack BP. EGFR inhibitors, MHC expression and immune responses: can EGFR inhibitors be used as immune response modifiers? Oncoimmunology. 2012;1:71–4.

    Article  PubMed  PubMed Central  Google Scholar 

  52. Gatalica Z, Snyder C, Maney T, Ghazalpour A, Holterman DA, Xiao N, et al. Programmed cell death 1 (PD-1) and its ligand (PD-L1) in common cancers and their correlation with molecular cancer type. Cancer Epidemiol Biomarkers Prev. 2014;23:2965–70.

    Article  CAS  PubMed  Google Scholar 

  53. Marzec M, Zhang Q, Goradia A, Raghunath PN, Liu X, Paessler M, et al. Oncogenic kinase NPM/ALK induces through STAT3 expression of immunosuppressive protein CD274 (Pd-L1, B7-H1). Proc Natl Acad Sci U S A. 2008;105:20852–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  54. Ota K, Azuma K, Kawahara A, Hattori S, Iwama E, Tanizaki J, et al. Induction of PD-L1 expression by the EML4-ALK oncoprotein and downstream signaling pathways in non-small cell lung cancer. Clin Cancer Res. 2015;21:4014–21.

    Article  CAS  PubMed  Google Scholar 

  55. Green MR, Rodig S, Juszczynski P, Ouyang J, Sinha P, O’Donnell E, et al. Constitutive AP-1 activity and EBV infection induce PD-L1 in Hodgkin lymphomas and posttransplant lymphoproliferative disorders: implications for targeted therapy. Clin Cancer Res. 2012;18:1611–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  56. Fang W, Zhang J, Hong S, Zhan J, Chen N, Qin T, et al. EBV-driven LMP1 and IFN-gamma up-regulate PD-L1 in nasopharyngeal carcinoma: implications for oncotargeted therapy. Oncotarget. 2014;5:12189–202.

    Article  PubMed  PubMed Central  Google Scholar 

  57. Wimberly H, Brown JR, Schalper K, Haack H, Silver MR, Nixon C, et al. PD-L1 expression correlates with tumor-infiltrating lymphocytes and response to neoadjuvant chemotherapy in breast cancer. Cancer Immunol Res. 2015;3:326–32.

    Article  CAS  PubMed  Google Scholar 

  58. Kerr KM, Tsao MS, Nicholson AG, Yatabe Y, Wistuba II, Hirsch FR, et al. Programmed death-ligand 1 immunohistochemistry in lung cancer: in what state is this art? J Thorac Oncol. 2015;10:985–9.

    Article  CAS  PubMed  Google Scholar 

  59. Zaiss DM, van Loosdregt J, Gorlani A, Bekker CP, Grone A, Sibilia M, et al. Amphiregulin enhances regulatory T cell-suppressive function via the epidermal growth factor receptor. Immunity. 2013;38:275–84.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Pivarcsi A, Muller A, Hippe A, Rieker J, van Lierop A, Steinhoff M, et al. Tumor immune escape by the loss of homeostatic chemokine expression. Proc Natl Acad Sci U S A. 2007;104:19055–60.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Rech AJ, Vonderheide RH. Dynamic interplay of oncogenes and T cells induces PD-L1 in the tumor microenvironment. Cancer Discov. 2013;3:1330–2.

    Article  CAS  PubMed  Google Scholar 

  62. Wilmott JS, Long GV, Howle JR, Haydu LE, Sharma RN, Thompson JF, et al. Selective BRAF inhibitors induce marked T-cell infiltration into human metastatic melanoma. Clin Cancer Res. 2012;18:1386–94.

    Article  CAS  PubMed  Google Scholar 

  63. Cooper ZA, Reuben A, Austin-Breneman J, Wargo JA. Does it mek a difference? Understanding immune effects of targeted therapy. Clin Cancer Res. 2015;21:3102–4.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  64. Pollack BP, Sapkota B, Cartee TV. Epidermal growth factor receptor inhibition augments the expression of MHC class i and ii genes. Clin Cancer Res. 2011;17:4400–13.

    Article  CAS  PubMed  Google Scholar 

  65. Farsaci B, Donahue RN, Coplin MA, Grenga I, Lepone LM, Molinolo AA, et al. Immune consequences of decreasing tumor vasculature with antiangiogenic tyrosine kinase inhibitors in combination with therapeutic vaccines. Cancer Immunol Res. 2014;2:1090–102.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. Garrido G, Rabasa A, Garrido C, Lopez A, Chao L, Garcia-Lora AM, et al. Preclinical modeling of EGFR-specific antibody resistance: oncogenic and immune-associated escape mechanisms. Oncogene. 2014;33:3129–39.

    Article  CAS  PubMed  Google Scholar 

  67. Liu LL, Smith MJ, Sun BS, Wang GJ, Redmond HP, Wang JH. Combined IFN-gamma-endostatin gene therapy and radiotherapy attenuates primary breast tumor growth and lung metastases via enhanced CTL and NK cell activation and attenuated tumor angiogenesis in a murine model. Ann Surg Oncol. 2009;16:1403–11.

    Article  PubMed  Google Scholar 

  68. Gubin MM, Zhang X, Schuster H, Caron E, Ward JP, Noguchi T, et al. Checkpoint blockade cancer immunotherapy targets tumour-specific mutant antigens. Nature. 2014;515:577–81.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. Schumacher TN, Schreiber RD. Neoantigens in cancer immunotherapy. Science. 2015;348:69–74.

    Article  CAS  PubMed  Google Scholar 

  70. Rizvi NA, Hellmann MD, Snyder A, Kvistborg P, Makarov V, Havel JJ, et al. Cancer immunology. Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer. Science. 2015;348:124–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  71. Snyder A, Makarov V, Merghoub T, Yuan J, Zaretsky JM, Desrichard A, et al. Genetic basis for clinical response to CTLA-4 blockade in melanoma. N Engl J Med. 2014;371:2189–99.

    Article  PubMed  PubMed Central  Google Scholar 

  72. Brown SD, Warren RL, Gibb EA, Martin SD, Spinelli JJ, Nelson BH, et al. Neo-antigens predicted by tumor genome meta-analysis correlate with increased patient survival. Genome Res. 2014;24:743–50.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  73. Le DT, Uram JN, Wang H, Bartlett BR, Kemberling H, Eyring AD, et al. PD-1 blockade in tumors with mismatch-repair deficiency. N Engl J Med. 2015;372:2509–20.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  74. Massi D, Brusa D, Merelli B, Falcone C, Xue G, Carobbio A, et al. The status of PD-L1 and tumor-infiltrating immune cells predict resistance and poor prognosis in BRAFI-treated melanoma patients harboring mutant BRAFV600. Ann Oncol. 2015. doi:10.1093/annonc/mdv255.

    PubMed  Google Scholar 

  75. Guidoboni M, Gafa R, Viel A, Doglioni C, Russo A, Santini A, et al. Microsatellite instability and high content of activated cytotoxic lymphocytes identify colon cancer patients with a favorable prognosis. Am J Pathol. 2001;159:297–304.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  76. Nosho K, Baba Y, Tanaka N, Shima K, Hayashi M, Meyerhardt JA, et al. Tumour-infiltrating T-cell subsets, molecular changes in colorectal cancer, and prognosis: cohort study and literature review. J Pathol. 2010;222:350–66.

    Article  PubMed  PubMed Central  Google Scholar 

  77. Kluger HM, Zito CR, Barr ML, Baine MK, Chiang VL, Sznol M, et al. Characterization of PD-L1 expression and associated T-cell infiltrates in metastatic melanoma samples from variable anatomic sites. Clin Cancer Res. 2015;21:3052–60.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  78. Kakavand H, Wilmott JS, Menzies AM, Vilain R, Haydu LE, Yearley JH, et al. PD-L1 expression and tumor-infiltrating lymphocytes define different subsets of MAPK inhibitor-treated melanoma patients. Clin Cancer Res. 2015;21:3140–8.

    Article  CAS  PubMed  Google Scholar 

  79. Crawford A, Angelosanto JM, Kao C, Doering TA, Odorizzi PM, Barnett BE, et al. Molecular and transcriptional basis of CD4(+) T cell dysfunction during chronic infection. Immunity. 2014;40:289–302.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  80. Teng MW, Ngiow SF, Ribas A, Smyth MJ. Classifying cancers based on T-cell infiltration and PD-L1. Cancer Res. 2015;75:2139–45.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Kalbasi A, June CH, Haas N, Vapiwala N. Radiation and immunotherapy: a synergistic combination. J Clin Invest. 2013;123:2756–63.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  82. Lanitis E, Irving M, Coukos G. Targeting the tumor vasculature to enhance T cell activity. Curr Opin Immunol. 2015;33:55–63.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  83. Hodi FS, Lawrence D, Lezcano C, Wu X, Zhou J, Sasada T, et al. Bevacizumab plus ipilimumab in patients with metastatic melanoma. Cancer Immunol Res. 2014;2:632–42.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  84. Choueiri TK, Figueroa DJ, Fay AP, Signoretti S, Liu Y, Gagnon R, et al. Correlation of PD-L1 tumor expression and treatment outcomes in patients with renal cell carcinoma receiving sunitinib or pazopanib: results from comparz, a randomized controlled trial. Clin Cancer Res. 2015;21:1071–7.

    Article  CAS  PubMed  Google Scholar 

  85. Medina-Echeverz J, Aranda F, Berraondo P. Myeloid-derived cells are key targets of tumor immunotherapy. Oncoimmunology. 2014;3:e28398.

    Article  PubMed  PubMed Central  Google Scholar 

  86. Alizadeh D, Larmonier N. Chemotherapeutic targeting of cancer-induced immunosuppressive cells. Cancer Res. 2014;74:2663–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  87. Chevolet I, Speeckaert R, Schreuer M, Neyns B, Krysko O, Bachert C, et al. Characterization of the immune network of IDO, tryptophan metabolism, PD-L1, and CTLA-4 in circulating immune cells in melanoma. Oncoimmunology. 2015;4:e982382.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  88. Holmgaard RB, Zamarin D, Munn DH, Wolchok JD, Allison JP. Indoleamine 2,3-dioxygenase is a critical resistance mechanism in antitumor T cell immunotherapy targeting CTLA-4. J Exp Med. 2013;210:1389–402.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  89. Maio M, Grob JJ, Aamdal S, Bondarenko I, Robert C, Thomas L, et al. Five-year survival rates for treatment-naive patients with advanced melanoma who received ipilimumab plus dacarbazine in a phase III trial. J Clin Oncol. 2015;33:1191–6.

    Article  CAS  PubMed  Google Scholar 

  90. Larkin J, Chiarion-Sileni V, Gonzalez R, Grob JJ, Cowey CL, Lao CD, et al. Combined nivolumab and ipilimumab or monotherapy in untreated melanoma. N Engl J Med. 2015;373:23–34.

    Article  PubMed  Google Scholar 

  91. Alexandrov LB, Nik-Zainal S, Wedge DC, Aparicio SA, Behjati S, Biankin AV, et al. Signatures of mutational processes in human cancer. Nature. 2013;500:415–21.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  92. Frederick DT, Piris A, Cogdill AP, Cooper ZA, Lezcano C, Ferrone CR, et al. Braf inhibition is associated with enhanced melanoma antigen expression and a more favorable tumor microenvironment in patients with metastatic melanoma. Clin Cancer Res. 2013;19:1225–31.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgments

This paper was supported by the Key Technologies Research and Development Program of Guangzhou (2011Y2-00014), the Key Laboratory Program of Guangdong (2012A061400006), and the Special Fund for Research in the Public Interest from the National Health and Family Planning Commission of the People’s Republic of China (grant 201402031).

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Dong, ZY., Wu, SP., Liao, RQ. et al. Potential biomarker for checkpoint blockade immunotherapy and treatment strategy. Tumor Biol. 37, 4251–4261 (2016). https://doi.org/10.1007/s13277-016-4812-9

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