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Cancer Immunology Research
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Research Article

Pharmacologic Screening Identifies Metabolic Vulnerabilities of CD8+ T Cells

Jefte M. Drijvers, Jacob E. Gillis, Tara Muijlwijk, Thao H. Nguyen, Emily F. Gaudiano, Isaac S. Harris, Martin W. LaFleur, Alison E. Ringel, Cong-Hui Yao, Kiran Kurmi, Vikram R. Juneja, Justin D. Trombley, Marcia C. Haigis and Arlene H. Sharpe
Jefte M. Drijvers
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
2Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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Jacob E. Gillis
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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  • ORCID record for Jacob E. Gillis
Tara Muijlwijk
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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  • ORCID record for Tara Muijlwijk
Thao H. Nguyen
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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Emily F. Gaudiano
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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  • ORCID record for Emily F. Gaudiano
Isaac S. Harris
2Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
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  • ORCID record for Isaac S. Harris
Martin W. LaFleur
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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Alison E. Ringel
2Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
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  • ORCID record for Alison E. Ringel
Cong-Hui Yao
2Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
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Kiran Kurmi
2Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
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Vikram R. Juneja
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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Justin D. Trombley
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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Marcia C. Haigis
2Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
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  • For correspondence: arlene_sharpe@hms.harvard.edu marcia_haigis@hms.harvard.edu
Arlene H. Sharpe
1Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts.
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  • For correspondence: arlene_sharpe@hms.harvard.edu marcia_haigis@hms.harvard.edu
DOI: 10.1158/2326-6066.CIR-20-0384
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Abstract

Metabolic constraints in the tumor microenvironment constitute a barrier to effective antitumor immunity and similarities in the metabolic properties of T cells and cancer cells impede the specific therapeutic targeting of metabolism in either population. To identify distinct metabolic vulnerabilities of CD8+ T cells and cancer cells, we developed a high-throughput in vitro pharmacologic screening platform and used it to measure the cell type–specific sensitivities of activated CD8+ T cells and B16 melanoma cells to a wide array of metabolic perturbations during antigen-specific killing of cancer cells by CD8+ T cells. We illustrated the applicability of this screening platform by showing that CD8+ T cells were more sensitive to ferroptosis induction by inhibitors of glutathione peroxidase 4 (GPX4) than B16 and MC38 cancer cells. Overexpression of ferroptosis suppressor protein 1 (FSP1) or cytosolic GPX4 yielded ferroptosis-resistant CD8+ T cells without compromising their function, while genetic deletion of the ferroptosis sensitivity–promoting enzyme acyl-CoA synthetase long-chain family member 4 (ACSL4) protected CD8+ T cells from ferroptosis but impaired antitumor CD8+ T-cell responses. Our screen also revealed high T cell–specific vulnerabilities for compounds targeting NAD+ metabolism or autophagy and endoplasmic reticulum (ER) stress pathways. We focused the current screening effort on metabolic agents. However, this in vitro screening platform may also be valuable for rapid testing of other types of compounds to identify regulators of antitumor CD8+ T-cell function and potential therapeutic targets.

Footnotes

  • Note: Supplementary data for this article are available at Cancer Immunology Research Online (http://cancerimmunolres.aacrjournals.org/).

  • Cancer Immunol Res 2021;XX:XX–XX

  • Received May 6, 2020.
  • Revision received August 19, 2020.
  • Accepted November 24, 2020.
  • Published first December 4, 2020.
  • ©2020 American Association for Cancer Research.

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This OnlineFirst version was published on December 17, 2020
doi: 10.1158/2326-6066.CIR-20-0384

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Pharmacologic Screening Identifies Metabolic Vulnerabilities of CD8+ T Cells
Jefte M. Drijvers, Jacob E. Gillis, Tara Muijlwijk, Thao H. Nguyen, Emily F. Gaudiano, Isaac S. Harris, Martin W. LaFleur, Alison E. Ringel, Cong-Hui Yao, Kiran Kurmi, Vikram R. Juneja, Justin D. Trombley, Marcia C. Haigis and Arlene H. Sharpe
Cancer Immunol Res December 17 2020 DOI: 10.1158/2326-6066.CIR-20-0384

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Pharmacologic Screening Identifies Metabolic Vulnerabilities of CD8+ T Cells
Jefte M. Drijvers, Jacob E. Gillis, Tara Muijlwijk, Thao H. Nguyen, Emily F. Gaudiano, Isaac S. Harris, Martin W. LaFleur, Alison E. Ringel, Cong-Hui Yao, Kiran Kurmi, Vikram R. Juneja, Justin D. Trombley, Marcia C. Haigis and Arlene H. Sharpe
Cancer Immunol Res December 17 2020 DOI: 10.1158/2326-6066.CIR-20-0384
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