Exploring the Potential Use of a PBMC-Based Functional Assay to Identify Predictive Biomarkers for Anti-PD-1 Immunotherapy
The absence of reliable, robust, and non-invasive biomarkers for anti- Programmed cell death protein 1 (PD-1) immunotherapy is an urgent unmet medical need for the treatment of cancer patients. No predictive biomarkers have been established based on the direct assessment of T cell functions, the pri...
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| Veröffentlicht in: | International journal of molecular sciences Jg. 21; H. 23; S. 9023 |
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| Abstract | The absence of reliable, robust, and non-invasive biomarkers for anti- Programmed cell death protein 1 (PD-1) immunotherapy is an urgent unmet medical need for the treatment of cancer patients. No predictive biomarkers have been established based on the direct assessment of T cell functions, the primary mechanism of action of anti-PD-1 therapy. In this study, we established a model system to test T cell functions modulated by Nivolumab using anti-CD3 monoclonal antibody (mAb)-stimulated peripheral blood mononuclear cells (PBMCs), and characterized T cell functions primarily based on the knowledge gained from retrospective observations of patients treated with anti-PD-1 immunotherapy. During a comprehensive cytokine profile assessment to identify potential biomarkers, we found that Nivolumab increases expression of T helper type 1 (Th1) associated cytokines such as interferon-γ (IFN-γ) and interleukin-2 (IL-2) in a subset of donors. Furthermore, Nivolumab increases production of Th2, Th9, and Th17 associated cytokines, as well as many proinflammatory cytokines such as IL-6 in a subset of donors. Conversely, Nivolumab treatment has no impact on T cell proliferation, expression of CD25, CD69, or Granzyme B, and only modestly increases in the expansion of regulatory T cells. Our results suggest that assessment of cytokine production using a simple PBMC-based T cell functional assay could be used as a potential predictive marker for anti-PD-1 immunotherapy. |
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| AbstractList | The absence of reliable, robust, and non-invasive biomarkers for anti- Programmed cell death protein 1 (PD-1) immunotherapy is an urgent unmet medical need for the treatment of cancer patients. No predictive biomarkers have been established based on the direct assessment of T cell functions, the primary mechanism of action of anti-PD-1 therapy. In this study, we established a model system to test T cell functions modulated by Nivolumab using anti-CD3 monoclonal antibody (mAb)-stimulated peripheral blood mononuclear cells (PBMCs), and characterized T cell functions primarily based on the knowledge gained from retrospective observations of patients treated with anti-PD-1 immunotherapy. During a comprehensive cytokine profile assessment to identify potential biomarkers, we found that Nivolumab increases expression of T helper type 1 (Th1) associated cytokines such as interferon-γ (IFN-γ) and interleukin-2 (IL-2) in a subset of donors. Furthermore, Nivolumab increases production of Th2, Th9, and Th17 associated cytokines, as well as many proinflammatory cytokines such as IL-6 in a subset of donors. Conversely, Nivolumab treatment has no impact on T cell proliferation, expression of CD25, CD69, or Granzyme B, and only modestly increases in the expansion of regulatory T cells. Our results suggest that assessment of cytokine production using a simple PBMC-based T cell functional assay could be used as a potential predictive marker for anti-PD-1 immunotherapy. The absence of reliable, robust, and non-invasive biomarkers for anti- Programmed cell death protein 1 (PD-1) immunotherapy is an urgent unmet medical need for the treatment of cancer patients. No predictive biomarkers have been established based on the direct assessment of T cell functions, the primary mechanism of action of anti-PD-1 therapy. In this study, we established a model system to test T cell functions modulated by Nivolumab using anti-CD3 monoclonal antibody (mAb)-stimulated peripheral blood mononuclear cells (PBMCs), and characterized T cell functions primarily based on the knowledge gained from retrospective observations of patients treated with anti-PD-1 immunotherapy. During a comprehensive cytokine profile assessment to identify potential biomarkers, we found that Nivolumab increases expression of T helper type 1 (Th1) associated cytokines such as interferon-γ (IFN-γ) and interleukin-2 (IL-2) in a subset of donors. Furthermore, Nivolumab increases production of Th2, Th9, and Th17 associated cytokines, as well as many proinflammatory cytokines such as IL-6 in a subset of donors. Conversely, Nivolumab treatment has no impact on T cell proliferation, expression of CD25, CD69, or Granzyme B, and only modestly increases in the expansion of regulatory T cells. Our results suggest that assessment of cytokine production using a simple PBMC-based T cell functional assay could be used as a potential predictive marker for anti-PD-1 immunotherapy.The absence of reliable, robust, and non-invasive biomarkers for anti- Programmed cell death protein 1 (PD-1) immunotherapy is an urgent unmet medical need for the treatment of cancer patients. No predictive biomarkers have been established based on the direct assessment of T cell functions, the primary mechanism of action of anti-PD-1 therapy. In this study, we established a model system to test T cell functions modulated by Nivolumab using anti-CD3 monoclonal antibody (mAb)-stimulated peripheral blood mononuclear cells (PBMCs), and characterized T cell functions primarily based on the knowledge gained from retrospective observations of patients treated with anti-PD-1 immunotherapy. During a comprehensive cytokine profile assessment to identify potential biomarkers, we found that Nivolumab increases expression of T helper type 1 (Th1) associated cytokines such as interferon-γ (IFN-γ) and interleukin-2 (IL-2) in a subset of donors. Furthermore, Nivolumab increases production of Th2, Th9, and Th17 associated cytokines, as well as many proinflammatory cytokines such as IL-6 in a subset of donors. Conversely, Nivolumab treatment has no impact on T cell proliferation, expression of CD25, CD69, or Granzyme B, and only modestly increases in the expansion of regulatory T cells. Our results suggest that assessment of cytokine production using a simple PBMC-based T cell functional assay could be used as a potential predictive marker for anti-PD-1 immunotherapy. |
| Author | Fennell, Christie Jane Akue, Adovi KuKuruga, Mark A. Harper, Taylor A. Bacot, Silvia M. Lee, Shiowjen Wang, Tao Matthews, Rebecca L. Feldman, Gerald M. |
| AuthorAffiliation | 3 Office of Biostatistics and Epidemiology, Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD 20993, USA; Shiowjen.Lee@fda.hhs.gov 1 Office of Biotechnology Products, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD 20993, USA; Silvia.Bacot@fda.hhs.gov (S.M.B.); tah9h@virginia.edu (T.A.H.); rebecca.matthews@nih.gov (R.L.M.); ChristieJane.Fennell@fda.hhs.gov (C.J.F.) 2 Office of Vaccines Research & Review, Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD 20993, USA; Adovi.Akue@fda.hhs.gov (A.A.); Mark.Kukuruga@fda.hhs.gov (M.A.K.) |
| AuthorAffiliation_xml | – name: 3 Office of Biostatistics and Epidemiology, Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD 20993, USA; Shiowjen.Lee@fda.hhs.gov – name: 1 Office of Biotechnology Products, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD 20993, USA; Silvia.Bacot@fda.hhs.gov (S.M.B.); tah9h@virginia.edu (T.A.H.); rebecca.matthews@nih.gov (R.L.M.); ChristieJane.Fennell@fda.hhs.gov (C.J.F.) – name: 2 Office of Vaccines Research & Review, Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD 20993, USA; Adovi.Akue@fda.hhs.gov (A.A.); Mark.Kukuruga@fda.hhs.gov (M.A.K.) |
| Author_xml | – sequence: 1 givenname: Silvia M. surname: Bacot fullname: Bacot, Silvia M. – sequence: 2 givenname: Taylor A. orcidid: 0000-0002-6088-1028 surname: Harper fullname: Harper, Taylor A. – sequence: 3 givenname: Rebecca L. orcidid: 0000-0001-7420-9374 surname: Matthews fullname: Matthews, Rebecca L. – sequence: 4 givenname: Christie Jane surname: Fennell fullname: Fennell, Christie Jane – sequence: 5 givenname: Adovi surname: Akue fullname: Akue, Adovi – sequence: 6 givenname: Mark A. surname: KuKuruga fullname: KuKuruga, Mark A. – sequence: 7 givenname: Shiowjen surname: Lee fullname: Lee, Shiowjen – sequence: 8 givenname: Tao orcidid: 0000-0002-1153-3430 surname: Wang fullname: Wang, Tao – sequence: 9 givenname: Gerald M. surname: Feldman fullname: Feldman, Gerald M. |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33261003$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.1158/1078-0432.CCR-16-0127 10.1172/jci.insight.59125 10.1097/CJI.0b013e318247a4e7 10.1158/1078-0432.CCR-18-1449 10.3389/fmed.2018.00351 10.4049/jimmunol.160.5.2072 10.1111/cei.13060 10.1200/JCO.2017.35.15_suppl.11525 10.1097/CCO.0000000000000496 10.1056/NEJMoa1801946 10.1038/nature13954 10.1172/JCI99317 10.1080/2162402X.2018.1424675 10.1080/2162402X.2018.1448329 10.1158/1078-0432.CCR-18-1390 10.1038/s41577-019-0131-x 10.1038/s12276-018-0191-1 10.1093/annonc/mdw181 10.1080/2162402X.2018.1452581 10.1182/blood-2008-05-078154 10.1016/j.lungcan.2018.11.038 10.1016/j.critrevonc.2017.06.001 10.1093/annonc/mdx190 10.1016/j.coi.2015.03.007 10.1073/pnas.1705327114 10.1200/JCO.2018.36.5_suppl.148 10.1200/JCO.2017.75.7740 10.1038/s41568-019-0116-x 10.1158/2326-6066.CIR-16-0329 10.3389/fimmu.2018.01474 10.1111/cas.13226 10.1002/JLB.MR0318-097R 10.1158/1078-0432.CCR-17-1439 10.1093/jnci/djy105 10.1158/1078-0432.CCR-18-2795 10.1080/2162402X.2016.1248327 10.1158/0008-5472.CAN-16-3346 10.1080/2162402X.2018.1512456 10.1158/2326-6066.CIR-14-0040 10.4049/jimmunol.170.3.1257 |
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| Keywords | peripheral blood mononuclear cells cytokines T cells biomarker Nivolumab |
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| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Current address: Cancer ImmunoPrevention Laboratory, Vaccine, Immunity, and Cancer Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA. Current address: Flow Cytometry Core Facility, School of Medicine, University of Virginia, Charlottesville, VA 22903, USA. These authors contributed equally to this paper. |
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| References | Chraa (ref_35) 2019; 105 Garrigos (ref_2) 2017; 116 Pirker (ref_3) 2019; 31 Hellmann (ref_5) 2018; 378 ref_31 Weide (ref_10) 2016; 22 Schmitt (ref_28) 2015; 34 ref_16 McLeod (ref_25) 1998; 160 Wang (ref_26) 2014; 2 Teo (ref_6) 2018; 36 Mazzaschi (ref_12) 2019; 127 Yue (ref_27) 2019; 8 Tumeh (ref_32) 2014; 515 Hassel (ref_23) 2018; 9 Zhou (ref_21) 2017; 5 Darvin (ref_4) 2018; 50 Toor (ref_13) 2018; 191 Hsu (ref_38) 2018; 128 Herbretau (ref_7) 2018; 7 Nonomura (ref_36) 2016; 5 Havel (ref_1) 2019; 19 Larimer (ref_14) 2017; 77 Manson (ref_15) 2016; 27 Lim (ref_18) 2019; 25 ref_22 DiDomenico (ref_33) 2018; 7 Mukherjee (ref_40) 2019; 19 Zheng (ref_20) 2018; 36 Sanmamed (ref_19) 2017; 28 Brown (ref_34) 2003; 170 Moro (ref_39) 2019; 25 Kamphorst (ref_30) 2017; 114 Ossandon (ref_9) 2018; 110 Costantini (ref_17) 2018; 7 Zhu (ref_29) 2008; 112 Dulos (ref_37) 2012; 35 Khagi (ref_8) 2017; 23 Yamazaki (ref_24) 2017; 108 Kagamu (ref_11) 2017; 35 |
| References_xml | – volume: 22 start-page: 5487 year: 2016 ident: ref_10 article-title: Baseline Biomarkers for Outcome of Melanoma Patients Treated with Pembrolizumab publication-title: Clin. Cancer Res. doi: 10.1158/1078-0432.CCR-16-0127 – ident: ref_16 doi: 10.1172/jci.insight.59125 – volume: 35 start-page: 169 year: 2012 ident: ref_37 article-title: PD-1 blockade augments Th1 and Th17 and suppresses Th2 responses in peripheral blood from patients with prostate and advanced melanoma cancer publication-title: J. Immunother. doi: 10.1097/CJI.0b013e318247a4e7 – ident: ref_31 doi: 10.1158/1078-0432.CCR-18-1449 – ident: ref_22 doi: 10.3389/fmed.2018.00351 – volume: 160 start-page: 2072 year: 1998 ident: ref_25 article-title: Activation of human T cells with superantigen (staphylococcal enterotoxin B) and CD28 confers resistance to apoptosis via CD95 publication-title: J. Immunol. doi: 10.4049/jimmunol.160.5.2072 – volume: 191 start-page: 189 year: 2018 ident: ref_13 article-title: In-vitro effect of pembrolizumab on different T regulatory cell subsets publication-title: Clin. Exp. Immunol. doi: 10.1111/cei.13060 – volume: 35 start-page: 11525 year: 2017 ident: ref_11 article-title: CD4+ T cells in PBMC to predict the outcome of anti-PD-1 therapy publication-title: J. Clin. Oncol. doi: 10.1200/JCO.2017.35.15_suppl.11525 – volume: 31 start-page: 24 year: 2019 ident: ref_3 article-title: Biomarkers for immune checkpoint inhibitors in advanced nonsmall cell lung cancer publication-title: Curr. Opin. Oncol. doi: 10.1097/CCO.0000000000000496 – volume: 378 start-page: 2093 year: 2018 ident: ref_5 article-title: Nivolumab plus Ipilimumab in Lung Cancer with a High Tumor Mutational Burden publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa1801946 – volume: 515 start-page: 568 year: 2014 ident: ref_32 article-title: PD-1 blockade induces responses by inhibiting adaptive immune resistance publication-title: Nature doi: 10.1038/nature13954 – volume: 128 start-page: 4654 year: 2018 ident: ref_38 article-title: Contribution of NK cells to immunotherapy mediated by PD-1/PD-L1 blockade publication-title: J. Clin. Invest. doi: 10.1172/JCI99317 – volume: 7 start-page: e1424675 year: 2018 ident: ref_7 article-title: Circulating tumor DNA evaluated by Next-Generation Sequencing is predictive of tumor response and prolonged clinical benefit with nivolumab in advanced non-small cell lung cancer publication-title: Oncoimmunology doi: 10.1080/2162402X.2018.1424675 – volume: 7 start-page: e1448329 year: 2018 ident: ref_33 article-title: The immune checkpoint protein PD-L1 induces and maintains regulatory T cells in glioblastoma publication-title: Oncoimmunology doi: 10.1080/2162402X.2018.1448329 – volume: 25 start-page: 989 year: 2019 ident: ref_39 article-title: Antibody–Fc/FcR Interaction on Macrophages as a Mechanism for Hyperprogressive Disease in Non–small Cell Lung Cancer Subsequent to PD-1/PD-L1 Blockade publication-title: Clin. Cancer Res. doi: 10.1158/1078-0432.CCR-18-1390 – volume: 19 start-page: 205 year: 2019 ident: ref_40 article-title: Cytokine-mediated communication: A quantitative appraisal of immune complexity publication-title: Nat. Rev. Immunol. doi: 10.1038/s41577-019-0131-x – volume: 50 start-page: 165 year: 2018 ident: ref_4 article-title: Immune checkpoint inhibitors: Recent progress and potential biomarkers publication-title: Exp. Mol. Med. doi: 10.1038/s12276-018-0191-1 – volume: 27 start-page: 1199 year: 2016 ident: ref_15 article-title: Biomarkers associated with checkpoint inhibitors publication-title: Ann. Oncol. doi: 10.1093/annonc/mdw181 – volume: 7 start-page: e1452581 year: 2018 ident: ref_17 article-title: Predictive role of plasmatic biomarkers in advanced non-small cell lung cancer treated by nivolumab publication-title: Oncoimmunology doi: 10.1080/2162402X.2018.1452581 – volume: 112 start-page: 1557 year: 2008 ident: ref_29 article-title: CD4 T cells: Fates, functions, and faults publication-title: Blood doi: 10.1182/blood-2008-05-078154 – volume: 127 start-page: 153 year: 2019 ident: ref_12 article-title: The circulating pool of functionally competent NK and CD8+ cells predicts the outcome of anti-PD1 treatment in advanced NSCLC publication-title: Lung Cancer doi: 10.1016/j.lungcan.2018.11.038 – volume: 116 start-page: 116 year: 2017 ident: ref_2 article-title: Biomarkers of response to PD-1/PD-L1 inhibition publication-title: Crit. Rev. Oncol. Hematol. doi: 10.1016/j.critrevonc.2017.06.001 – volume: 28 start-page: 1988 year: 2017 ident: ref_19 article-title: Changes in serum interleukin-8 (IL-8) levels reflect and predict response to anti-PD-1 treatment in melanoma and non-small-cell lung cancer patients publication-title: Ann. Oncol. doi: 10.1093/annonc/mdx190 – volume: 34 start-page: 130 year: 2015 ident: ref_28 article-title: Regulation of human helper T cell subset differentiation by cytokines publication-title: Curr. Opin. Immunol. doi: 10.1016/j.coi.2015.03.007 – volume: 114 start-page: 4993 year: 2017 ident: ref_30 article-title: Proliferation of PD-1+ CD8 T cells in peripheral blood after PD-1-targeted therapy in lung cancer patients publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.1705327114 – volume: 36 start-page: 148 year: 2018 ident: ref_20 article-title: Predictive biomarker of response to anti-PD-1 treatment in non-small cell lung cancer patients publication-title: J. Clin. Oncol. doi: 10.1200/JCO.2018.36.5_suppl.148 – volume: 36 start-page: 1685 year: 2018 ident: ref_6 article-title: Alterations in DNA Damage Response and Repair Genes as Potential Marker of Clinical Benefit From PD-1/PD-L1 Blockade in Advanced Urothelial Cancers publication-title: J. Clin. Oncol doi: 10.1200/JCO.2017.75.7740 – volume: 19 start-page: 133 year: 2019 ident: ref_1 article-title: The evolving landscape of biomarkers for checkpoint inhibitor immunotherapy publication-title: Nat. Rev. Cancer doi: 10.1038/s41568-019-0116-x – volume: 5 start-page: 480 year: 2017 ident: ref_21 article-title: Soluble PD-L1 as a Biomarker in Malignant Melanoma Treated with Checkpoint Blockade publication-title: Cancer Immunol. Res. doi: 10.1158/2326-6066.CIR-16-0329 – volume: 9 start-page: 1474 year: 2018 ident: ref_23 article-title: Biomarkers for Clinical Benefit of Immune Checkpoint Inhibitor Treatment-A Review from the Melanoma Perspective and Beyond publication-title: Front. Immunol. doi: 10.3389/fimmu.2018.01474 – volume: 108 start-page: 1022 year: 2017 ident: ref_24 article-title: Cytokine biomarkers to predict antitumor responses to nivolumab suggested in a phase 2 study for advanced melanoma publication-title: Cancer Sci. doi: 10.1111/cas.13226 – volume: 105 start-page: 243 year: 2019 ident: ref_35 article-title: T lymphocyte subsets in cancer immunity: Friends or foes publication-title: J. Leukoc. Biol. doi: 10.1002/JLB.MR0318-097R – volume: 23 start-page: 5729 year: 2017 ident: ref_8 article-title: Hypermutated Circulating Tumor DNA: Correlation with Response to Checkpoint Inhibitor-Based Immunotherapy publication-title: Clin. Cancer Res. doi: 10.1158/1078-0432.CCR-17-1439 – volume: 110 start-page: 929 year: 2018 ident: ref_9 article-title: Circulating Tumor DNA Assays in Clinical Cancer Research publication-title: J. Natl. Cancer Inst. doi: 10.1093/jnci/djy105 – volume: 25 start-page: 1557 year: 2019 ident: ref_18 article-title: Circulating Cytokines Predict Immune-Related Toxicity in Melanoma Patients Receiving Anti-PD-1-Based Immunotherapy publication-title: Clin. Cancer. Res. doi: 10.1158/1078-0432.CCR-18-2795 – volume: 5 start-page: e1248327 year: 2016 ident: ref_36 article-title: Peripheral blood Th9 cells are a possible pharmacodynamic biomarker of nivolumab treatment efficacy in metastatic melanoma patients publication-title: Oncoimmunology doi: 10.1080/2162402X.2016.1248327 – volume: 77 start-page: 2318 year: 2017 ident: ref_14 article-title: Granzyme B PET Imaging as a Predictive Biomarker of Immunotherapy Response publication-title: Cancer Res. doi: 10.1158/0008-5472.CAN-16-3346 – volume: 8 start-page: e1512456 year: 2019 ident: ref_27 article-title: BRAF and MEK inhibitors differentially affect nivolumab-induced T cell activation by modulating the TCR and AKT signaling pathways publication-title: Oncoimmunology doi: 10.1080/2162402X.2018.1512456 – volume: 2 start-page: 846 year: 2014 ident: ref_26 article-title: In vitro characterization of the anti-PD-1 antibody nivolumab, BMS-936558, and in vivo toxicology in non-human primates publication-title: Cancer Immunol. Res. doi: 10.1158/2326-6066.CIR-14-0040 – volume: 170 start-page: 1257 year: 2003 ident: ref_34 article-title: Blockade of programmed death-1 ligands on dendritic cells enhances T cell activation and cytokine production publication-title: J. Immunol. doi: 10.4049/jimmunol.170.3.1257 |
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| Title | Exploring the Potential Use of a PBMC-Based Functional Assay to Identify Predictive Biomarkers for Anti-PD-1 Immunotherapy |
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