1 Cheng, W., "Unwrapping the genomic characteristics of urothelial bladder cancer and successes with immune checkpoint blockade therapy" 7 : 2-, 2018
2 Galon, J., "Type, density, and location of immune cells within human colorectal tumors predict clinical outcome" 313 : 1960-, 2006
3 Balatoni, T., "Tumor-infiltrating immune cells as potential biomarkers predicting response to treatment and survival in patients with metastatic melanoma receiving ipilimumab therapy" 67 : 141-151, 2018
4 Daud, A. I., "Tumor immune profiling predicts response to anti–PD-1therapy in human melanoma" 126 : 3447-3452, 2016
5 Toor, S. M., "Therapeutic prospects of targeting myeloid-derived suppressor cells and immune checkpoints in cancer" 96 : 888-897, 2018
6 Mongroo, P. S., "The role of the miR-200 family in epithelialmesenchymal transition" 10 : 219-222, 2010
7 Aguiar, P. N., "The role of PD-L1 expression as a predictive biomarker in advanced non-small-cell lung cancer: a network meta-analysis" 8 : 479-488, 2016
8 Korpal, M., "The miR-200 family inhibits epithelialmesenchymal transition and cancer cell migration by direct targeting of Ecadherin transcriptional repressors ZEB1 and ZEB2" 283 : 14910-14914, 2008
9 Noman, M. Z., "The immune checkpoint ligand PD-L1 is upregulated in EMT-activated human breast cancer cells by a mechanism involving ZEB-1and miR-200" 6 : e1263412-, 2017
10 Wu, S. P., "Stromal PD-L1 positive regulatory T cells and PD-1 positive CD8-positive T cells define the response of different subsets of non-small cell lung cancer to PD-1/PD-L1 blockade immunotherapy" 13 : 521-532, 2018
11 Sudo, K., "Serum microRNAs to predict the response to nivolumab in patients with esophageal squamous cell carcinoma" 35 : e14511-e14511, 2017
12 Geng, Y., "Prognostic role of tumor-infiltrating lymphocytes in lung cancer:A meta-analysis" 37 : 1560-1571, 2015
13 Manola, J., "Prognostic factors inmetastatic melanoma: A pooled analysis of eastern cooperative oncology group trials" 18 : 3782-3793, 2000
14 Gibney, G. T., "Predictive biomarkers for checkpoint inhibitor-based immunotherapy" 17 : e542-e551, 2016
15 Wistuba-Hamprecht, K., "Peripheral CD8 effector memory type 1 T-cells correlate with outcome in ipilimumab-treated stage IV melanoma patients" 73 : 61-70, 2017
16 Reck, M., "Pembrolizumab versus chemotherapy for PD-L1–positive non–small-cell lung cancer" 375 : 1823-1833, 2016
17 Garon, E. B., "Pembrolizumab for the treatment of non–small-cell lung cancer" 372 : 2018-2028, 2015
18 Budczies, J., "Pan-cancer analysis of copy number changes in programmed death-ligand 1 (PD-L1, CD274) - associations with gene expression, mutational load, and survival" 55 : 626-639, 2016
19 Cortez, M. A., "PD-L1 regulation by p53 via miR-34" 108 : djv303-, 2016
20 Guibert, N., "PD-L1 expression in circulating tumor cells of advanced nonsmall cell lung cancer patients treated with nivolumab" 120 : 108-112, 2018
21 Patel, S. P., "PD-L1 expression as a predictive biomarker in cancer immunotherapy" 14 : 847-, 2015
22 Xu-Monette, Z. Y., "PD-1 expression and clinical PD-1blockade in B-cell lymphomas" 131 : 68-83, 2018
23 Tumeh, P. C., "PD-1 blockade induces responses by inhibiting adaptive immune resistance" 515 : 568-, 2014
24 Le, D. T., "PD-1 blockade in tumors with mismatch-repair deficiency" 372 : 2509-2520, 2015
25 Ansell, S. M., "PD-1 Blockade with nivolumab in relapsed or refractory Hodgkin’s lymphoma" 372 : 311-319, 2014
26 Zappasodi, R., "Non-conventional inhibitory CD4+Foxp3−PD-1hi T cells as a biomarker of immune checkpoint blockade activity" 33 : 1017-1032, 2018
27 Borghaei, H., "Nivolumab versus docetaxel in advanced nonsquamous non–small-cell lung cancer" 373 : 1627-1639, 2015
28 Huber, M. A., "NF-kappaB is essential for epithelial-mesenchymal transition and metastasis in a model of breast cancer progression" 114 : 569-581, 2004
29 Zaretsky, J. M., "Mutations associated with acquired resistance to PD-1blockade in melanoma" 375 : 819-829, 2016
30 Rizvi, N. A., "Mutational landscape determines sensitivity to PD-1 blockade in non–small cell lung cancer" 348 : 124-, 2015
31 Le, D. T., "Mismatch-repair deficiency predicts response of solid tumors to PD-1 blockade" 357 : 409-413, 2017
32 Li, X., "MicroRNAs: novel immunotherapeutic targets in colorectal carcinoma" 22 : 5317-5331, 2016
33 Jenkins, R. W., "Mechanisms of resistance to immune checkpoint inhibitors" 118 : 9-16, 2018
34 Topalian, S. L., "Mechanism-driven biomarkers to guide immune checkpoint blockade in cancer therapy" 16 : 275-, 2016
35 Van Allen, E. M., "Long-term benefit of PD-L1 blockade in lung cancer associated with JAK3 activation" 3 : 855-, 2015
36 Kelderman, S., "Lactate dehydrogenase as a selection criterion for ipilimumab treatment in metastatic melanoma" 63 : 449-458, 2014
37 Loi, S., "LBA13 relationship between tumor infiltrating lymphocyte (TIL)levels and response to pembrolizumab (pembro) in metastatic triple-negative breast cancer (mTNBC): Results from KEYNOTE-086" 28 : mdx440.005-mdx440.005, 2017
38 de Coaña, Y. P., "Ipilimumab treatment decreases monocytic MDSCs and increases CD8 effector memory T cells in long-term survivors with advanced melanoma" 8 : 21539-21553, 2017
39 Robert, C., "Ipilimumab plus dacarbazine for previously untreated metastatic melanoma" 364 : 2517-2526, 2011
40 Martens, A., "Increases in absolute lymphocytes and circulating CD4(+)and CD8(+) T cells are associated with positive clinical outcome of melanoma patients treated with ipilimumab" 22 : 4848-4858, 2016
41 Tang, D. N., "Increased frequency of ICOS(+) CD4 T-cells as a pharmacodynamic biomarker for anti-CTLA-4 therapy" 1 : 229-234, 2013
42 Hodi, F. S., "Improved survivalwith ipilimumab in patients with metastatic melanoma" 363 : 711-723, 2010
43 Simeone, E., "Immunological and biological changes during ipilimumab treatment and their potential correlation with clinical response and survival in patients with advanced melanoma" 63 : 675-683, 2014
44 Hodi, F. S., "Immunologic and clinical effects of antibody blockade of cytotoxic T lymphocyte-associated antigen 4 in previously vaccinated cancer patients" 105 : 3005-3010, 2008
45 Postow, M. A., "Immune-related adverse events associated with immune checkpoint blockade" 378 : 158-168, 2018
46 Gnjatic, S., "Identifying baseline immune-related biomarkers to predict clinical outcome of immunotherapy" 5 : 44-, 2017
47 Krieg, C., "High-dimensional single-cell analysis predicts response to anti-PD-1 immunotherapy" 24 : 144-, 2018
48 Cogdill, A. P., "Hallmarks of response to immune checkpoint blockade" 117 : 1-7, 2017
49 Snyder, A., "Genetic basis for clinical response to CTLA-4 blockade in melanoma" 371 : 2189-2199, 2014
50 Feng, Y., "Exposure–response relationships of the efficacy and safety of ipilimumab in patients with advanced melanoma" 19 : 3977-, 2013
51 Anagnostou, V., "Evolution of neoantigen landscape during immune checkpoint blockade in non-small cell lung cancer" 7 : 264-276, 2017
52 Wright, J., "Epigenetics: reversible tags" 498 : S10-S11, 2013
53 Marwitz, S., "Epigenetic modifications of the immune-checkpoint genes CTLA4 and PDCD1 in non-small cell lung cancer results in increased expression" 9 : 51-, 2017
54 Chen, D. S., "Elements of cancer immunity and the cancer–immune set point" 541 : 321-, 2017
55 Pagès, F., "Effector memory T cells, early metastasis, and survival in colorectal cancer" 353 : 2654-2666, 2005
56 Subrahmanyam, P. B., "Distinct predictive biomarker candidates for response to anti-CTLA-4 and anti-PD-1 immunotherapy in melanoma patients" 6 : 18-, 2018
57 Green, M. R., "Constitutive AP-1 activity and EBV infection induce PD-L1 in Hodgkin lymphomas and posttransplant lymphoproliferative disorders:Implications for targeted therapy" 18 : 1611-, 2012
58 Larkin, J., "Combined nivolumab and ipilimumab or monotherapy in untreated melanoma" 373 : 23-34, 2015
59 McGranahan, N., "Clonal neoantigens elicit T cell immunoreactivity and sensitivity to immune checkpoint blockade" 351 : 1463-1469, 2016
60 Inoue, Y., "Clinical significance of PD-L1 and PD-L2 copy number gains in non-small-cell lung cancer" 7 : 32113-32128, 2016
61 Teng, M. W., "Classifying cancers based on T-cell infiltration and PD-L1" 75 : 2139-2145, 2015
62 Polk, A., "Checkpoint inhibitors in breast cancer: Current status" 63 : 122-134, 2013
63 Croce, C. M., "Causes and consequences of microRNA dysregulation in cancer" 10 : 704-714, 2009
64 Quezada, S. A., "CTLA4 blockade and GM-CSF combination immunotherapy alters the intratumor balance of effector and regulatory T cells" 116 : 1935-1945, 2006
65 Liakou, C. I., "CTLA-4 blockade increases IFNγ-producing CD4(+)ICOS(hi)cells to shift the ratio of effector to regulatory T cells in cancer patients" 105 : 14987-14992, 2008
66 Chen, H., "CD4 T cells require ICOS-mediated PI3K-signaling to increase Tbet expression in the setting of anti-CTLA-4 therapy" 2 : 167-176, 2014
67 Cesano, A., "Bringing the next generation of immuno-oncology biomarkers to the clinic" 6 : 14-, 2018
68 Maleki Vareki, S., "Biomarkers of response to PD-1/PD-L1inhibition" 116 : 116-124, 2017
69 Buder-Bakhaya, K., "Biomarkers for clinical benefit of immune checkpoint inhibitor treatment—a review from the melanoma perspective and beyond" 9 : 1474-, 2018
70 Martens, A., "Baseline peripheral blood biomarkers associated with clinical outcome of advanced melanoma patients treated with ipilimumab" 22 : 2908-, 2016
71 Schmid, P., "Atezolizumab in metastatic TNBC (mTNBC): Long-term clinical outcomes and biomarker analyses" 77 : 2986-, 2017
72 Chen, H., "Anti-CTLA-4 therapy results in higher CD4+ICOShi T cell frequency and IFN-γ levels in both nonmalignant and malignant prostate tissues" 106 : 2729-, 2009
73 Angulo, G. D., "Absolute lymphocyte count is a novel prognostic indicator in ALL and AML" 112 : 407-415, 2008
74 Thommen, D. S., "A transcriptionally and functionally distinct PD-1+CD8+T cell pool with predictive potential in non-small-cell lung cancer treated with PD-1 blockade" 24 : 994-1004, 2018
75 Ascierto, M. L., "A signature of immune function genes associated with recurrence-free survival in breast cancer patients" 131 : 871-880, 2012
76 Hamid, O., "A prospective phase II trial exploring the association between tumor microenvironment biomarkers and clinical activity of ipilimumab in advanced melanoma" 9 : 204-204, 2011