Lack of CD8+ T cell effector differentiation during priming mediates checkpoint blockade resistance in non–small cell lung cancer

Description A lung cancer–specific form of CD8+ T cell dysfunction is established during T cell priming and contributes to ICB resistance. A unique T cell subset in lung cancer Although some non–small cell lung cancers (NSCLC) are sensitive to immune checkpoint blockade (ICB), many patients with NSCLC do not respond to ICB, which may relate to the lack of infiltration of CD8+ T cells. Here, Horton et al. used mouse models of flank and lung tumors to show that CD8+ T cells from lung tumors, not flank tumors, had a dysfunctional phenotype distinct from conventional T cell exhaustion that was established in the draining lymph node and correlated to ICB resistance. IL-2 and IL-12 treatment rescued this phenotype, leading to control of lung tumors. These data suggest that cytokine therapy might be able to rescue a specific subset of dysfunctional T cells found in lung tumors. In non–small cell lung cancer (NSCLC), response to immune checkpoint blockade (ICB) is associated with programmed cell death ligand 1 expression that is induced by interferon-γ–producing, tumor-infiltrating CD8+ T cells. However, not all tumors with a CD8+ T cell infiltrate respond to ICB, and little is known about the mechanisms governing ICB resistance in T cell–infiltrated NSCLC. We used an orthotopic NSCLC mouse model to study ICB-refractory CD8+ T cell responses. Single-cell RNA sequencing of the NSCLC mouse tumors revealed that lung cancer–specific tumor-infiltrating CD8+ T cells exhibited clonal expansion but lacked expression of genes associated with effector and exhausted T cell responses, indicating that they underwent a differentiation program distinct from conventional T cell exhaustion. This lung cancer–specific T cell dysfunction program was established early during priming in the mediastinal lymph node and was characterized by robust proliferation but a failed up-regulation of effector and exhausted T cell characteristics. Intriguingly, CD8+ T cells from patients with NSCLC expressed an analogous gene expression program, which appeared distinct from conventional T cell exhaustion. Administration of recombinant interleukin-2 (IL-2) and IL-12 was sufficient to restore effector T cell differentiation and induce control of KP lung tumors. These findings imply that a CD8+ T cell differentiation trajectory, activated during T cell priming in the mediastinal lymph node, limits the response of CD8+ T cells to ICB and thereby may contribute to failure of ICB in a subset T cell–infiltrated NSCLC.

[1]  E. Kenigsberg,et al.  Tissue-resident macrophages provide a pro-tumorigenic niche to early NSCLC cells , 2021, Nature.

[2]  Jamie B. Spangler,et al.  Structural basis for IL-12 and IL-23 receptor sharing reveals a gateway for shaping actions on T versus NK cells , 2021, Cell.

[3]  S. Cho,et al.  Chromatin accessibility of circulating CD8+ T cells predicts treatment response to PD-1 blockade in patients with gastric cancer , 2021, Nature Communications.

[4]  T. Mora,et al.  Contribution of resident and circulating precursors to tumor-infiltrating CD8+ T cell populations in lung cancer , 2021, Science Immunology.

[5]  J. C. Love,et al.  Second-Strand Synthesis-Based Massively Parallel scRNA-Seq Reveals Cellular States and Molecular Features of Human Inflammatory Skin Pathologies , 2020, Immunity.

[6]  D. Planchard,et al.  CD103+CD8+ TRM Cells Accumulate in Tumors of Anti-PD-1-Responder Lung Cancer Patients and Are Tumor-Reactive Lymphocytes Enriched with Tc17 , 2020, Cell reports. Medicine.

[7]  F. Ginhoux,et al.  Intravenous Nanoparticle Vaccination Generates Stem-Like TCF1+ Neoantigen-Specific CD8+ T Cells , 2020, Nature immunology.

[8]  David Chisanga,et al.  Early precursor T cells establish and propagate T cell exhaustion in chronic infection , 2020, Nature Immunology.

[9]  Jason D. Buenrostro,et al.  Epigenomic State Transitions Characterize Tumor Progression in Mouse Lung Adenocarcinoma. , 2020, Cancer cell.

[10]  C. Brander,et al.  TOX is expressed by exhausted and polyfunctional human effector memory CD8+ T cells , 2020, Science Immunology.

[11]  En Cai,et al.  Visualizing Synaptic Transfer of Tumor Antigens among Dendritic Cells. , 2020, Cancer cell.

[12]  Mark M. Davis,et al.  Analyzing the M. tuberculosis immune response by T cell receptor clustering with GLIPH2 and genome-wide antigen screening , 2020, Nature Biotechnology.

[13]  Maxim V. Kuleshov,et al.  Chemokine Signatures of Pathogen-Specific T Cells I: Effector T Cells , 2020, The Journal of Immunology.

[14]  Ashley M. Laughney,et al.  Regenerative lineages and immune-mediated pruning in lung cancer metastasis , 2019, Nature Medicine.

[15]  A. Regev,et al.  IL-33 Signaling Alters Regulatory T Cell Diversity in Support of Tumor Development. , 2019, Cell reports.

[16]  A. Kamphorst,et al.  An intra-tumoral niche maintains and differentiates stem-like CD8 T cells , 2019, Nature.

[17]  G. Freeman,et al.  Proliferating Transitory T Cells with an Effector-like Transcriptional Signature Emerge from PD-1+ Stem-like CD8+ T Cells during Chronic Infection. , 2019, Immunity.

[18]  S. Berger,et al.  TCF-1-Centered Transcriptional Network Drives an Effector versus Exhausted CD8 T Cell-Fate Decision. , 2019, Immunity.

[19]  J. C. Love,et al.  TCR sequencing paired with massively parallel 3′ RNA-seq reveals clonotypic T cell signatures , 2019, Nature Immunology.

[20]  D. Irvine,et al.  Anchoring of intratumorally administered cytokines to collagen safely potentiates systemic cancer immunotherapy , 2019, Science Translational Medicine.

[21]  E. King,et al.  Single-cell transcriptomic analysis of tissue-resident memory T cells in human lung cancer , 2019, The Journal of experimental medicine.

[22]  M. Delorenzi,et al.  TOX reinforces the phenotype and longevity of exhausted T cells in chronic viral infection , 2019, Nature.

[23]  Yong Liu,et al.  TOX is a critical regulator of tumour-specific T cell differentiation , 2019, Nature.

[24]  S. Berger,et al.  TOX transcriptionally and epigenetically programs CD8+ T cell exhaustion , 2019, Nature.

[25]  Paul J. Hoffman,et al.  Comprehensive Integration of Single-Cell Data , 2018, Cell.

[26]  Virginia Savova,et al.  Single-Cell Transcriptomics of Human and Mouse Lung Cancers Reveals Conserved Myeloid Populations across Individuals and Species. , 2019, Immunity.

[27]  R. Herbst,et al.  Immunotherapy in Non–Small Cell Lung Cancer: Facts and Hopes , 2019, Clinical Cancer Research.

[28]  F. Hodi,et al.  Subsets of exhausted CD8+ T cells differentially mediate tumor control and respond to checkpoint blockade , 2019, Nature Immunology.

[29]  Aviv Regev,et al.  Checkpoint Blockade Immunotherapy Induces Dynamic Changes in PD‐1−CD8+ Tumor‐Infiltrating T Cells , 2019, Immunity.

[30]  Ralph Weissleder,et al.  Successful Anti‐PD‐1 Cancer Immunotherapy Requires T Cell‐Dendritic Cell Crosstalk Involving the Cytokines IFN‐&ggr; and IL‐12 , 2018, Immunity.

[31]  Christoph Hafemeister,et al.  Comprehensive integration of single cell data , 2018, bioRxiv.

[32]  Paul J. Hoover,et al.  Defining T Cell States Associated with Response to Checkpoint Immunotherapy in Melanoma , 2018, Cell.

[33]  J. Lunceford,et al.  Pan-tumor genomic biomarkers for PD-1 checkpoint blockade–based immunotherapy , 2018, Science.

[34]  L. Schwartz,et al.  The Society for Immunotherapy of Cancer consensus statement on immunotherapy for the treatment of non-small cell lung cancer (NSCLC) , 2018, Journal of Immunotherapy for Cancer.

[35]  Boxi Kang,et al.  Global characterization of T cells in non-small-cell lung cancer by single-cell sequencing , 2018, Nature Medicine.

[36]  C. Klein,et al.  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 , 2018, Nature Network Boston.

[37]  Paul Hoffman,et al.  Integrating single-cell transcriptomic data across different conditions, technologies, and species , 2018, Nature Biotechnology.

[38]  Fabian J Theis,et al.  SCANPY: large-scale single-cell gene expression data analysis , 2018, Genome Biology.

[39]  A. Mathieu,et al.  Antigen-Induced but Not Innate Memory CD8 T Cells Express NKG2D and Are Recruited to the Lung Parenchyma upon Viral Infection , 2017, The Journal of Immunology.

[40]  Laurence Zitvogel,et al.  The immune contexture in cancer prognosis and treatment , 2017, Nature Reviews Clinical Oncology.

[41]  E. Adams,et al.  Identification of Natural Regulatory T Cell Epitopes Reveals Convergence on a Dominant Autoantigen , 2017, Immunity.

[42]  J. C. Love,et al.  Erratum: Seq-Well: portable, low-cost RNA sequencing of single cells at high throughput , 2017, Nature Methods.

[43]  E. King,et al.  Tissue-resident memory features are linked to the magnitude of cytotoxic T cell responses in human lung cancer , 2017, Nature Immunology.

[44]  I. Tabbara,et al.  Immune-based Therapies for Non-small Cell Lung Cancer. , 2017, Anticancer research.

[45]  J. C. Love,et al.  Seq-Well: A Portable, Low-Cost Platform for High-Throughput Single-Cell RNA-Seq of Low-Input Samples , 2017, Nature Methods.

[46]  Jason B. Williams,et al.  The EGR2 targets LAG-3 and 4-1BB describe and regulate dysfunctional antigen-specific CD8+ T cells in the tumor microenvironment , 2017, The Journal of experimental medicine.

[47]  T. Kaisho,et al.  Critical Role for CD103(+)/CD141(+) Dendritic Cells Bearing CCR7 for Tumor Antigen Trafficking and Priming of T Cell Immunity in Melanoma. , 2016, Cancer cell.

[48]  A. Rudensky,et al.  An essential role for IL-2 receptor in regulatory T cell function , 2016, Nature Immunology.

[49]  Matheus C. Bürger,et al.  Defining CD8+ T cells that provide the proliferative burst after PD-1 therapy , 2016, Nature.

[50]  K. Azuma,et al.  Predictive relevance of PD-L1 expression combined with CD8+ TIL density in stage III non-small cell lung cancer patients receiving concurrent chemoradiotherapy. , 2016, European journal of cancer.

[51]  Fabian J Theis,et al.  Diffusion pseudotime robustly reconstructs lineage branching , 2016, Nature Methods.

[52]  F. Marincola,et al.  The transcription factor BACH2 promotes tumor immunosuppression. , 2016, The Journal of clinical investigation.

[53]  Steven H. Kleinstein,et al.  Change-O: a toolkit for analyzing large-scale B cell immunoglobulin repertoire sequencing data , 2015, Bioinform..

[54]  Nikhil S. Joshi,et al.  Regulatory T Cells in Tumor-Associated Tertiary Lymphoid Structures Suppress Anti-tumor T Cell Responses. , 2015, Immunity.

[55]  Michael Peyton,et al.  Co-occurring genomic alterations define major subsets of KRAS-mutant lung adenocarcinoma with distinct biology, immune profiles, and therapeutic vulnerabilities. , 2015, Cancer discovery.

[56]  Evan Z. Macosko,et al.  Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets , 2015, Cell.

[57]  D. Irvine,et al.  Synergistic innate and adaptive immune response to combination immunotherapy with anti-tumor antigen antibodies and extended serum half-life IL-2. , 2015, Cancer cell.

[58]  H. Kohrt,et al.  Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients , 2014, Nature.

[59]  Maxim N. Artyomov,et al.  Checkpoint Blockade Cancer Immunotherapy Targets Tumour-Specific Mutant Antigens , 2014, Nature.

[60]  C. Chibueze,et al.  CD160 expression defines a uniquely exhausted subset of T lymphocytes in HTLV-1 infection. , 2014, Biochemical and biophysical research communications.

[61]  R. Emerson,et al.  PD-1 blockade induces responses by inhibiting adaptive immune resistance , 2014, Nature.

[62]  Michael Q. Zhang,et al.  Murine in vivo CD8+ T Cell Killing Assay. , 2014, Bio-protocol.

[63]  David A. Hafler,et al.  pRESTO: a toolkit for processing high-throughput sequencing raw reads of lymphocyte receptor repertoires , 2014, Bioinform..

[64]  Ronald N Germain,et al.  Tuning of antigen sensitivity by T cell receptor-dependent negative feedback controls T cell effector function in inflamed tissues. , 2014, Immunity.

[65]  S. Jameson,et al.  Transcriptional downregulation of S1pr1 is required for establishment of resident memory CD8+ T cells , 2013, Nature Immunology.

[66]  Jason B. Williams,et al.  Up-Regulation of PD-L1, IDO, and Tregs in the Melanoma Tumor Microenvironment Is Driven by CD8+ T Cells , 2013, Science Translational Medicine.

[67]  Nicholas D. Socci,et al.  Aire-Dependent Thymic Development of Tumor-Associated Regulatory T Cells , 2013, Science.

[68]  Johannes E. Schindelin,et al.  Fiji: an open-source platform for biological-image analysis , 2012, Nature Methods.

[69]  David C. Smith,et al.  Safety, activity, and immune correlates of anti-PD-1 antibody in cancer. , 2012, The New England journal of medicine.

[70]  Peter Vogel,et al.  Microenvironment and Immunology Immune Inhibitory Molecules Lag-3 and Pd-1 Synergistically Regulate T-cell Function to Promote Tumoral Immune Escape , 2022 .

[71]  J. Delrow,et al.  Rescued Tolerant CD8 T Cells Are Preprogrammed to Reestablish the Tolerant State , 2012, Science.

[72]  E. Mardis,et al.  Cancer Exome Analysis Reveals a T Cell Dependent Mechanism of Cancer Immunoediting , 2012, Nature.

[73]  S. Jameson,et al.  Krüppel-like Factors in Lymphocyte Biology , 2012, The Journal of Immunology.

[74]  T. Jacks,et al.  Expression of tumour-specific antigens underlies cancer immunoediting , 2011, Nature.

[75]  Jenna M. Sullivan,et al.  Targeting Tim-3 and PD-1 pathways to reverse T cell exhaustion and restore anti-tumor immunity , 2010, The Journal of experimental medicine.

[76]  M. Bevan,et al.  Interleukin-2 and inflammation induce distinct transcriptional programs that promote the differentiation of effector cytolytic T cells. , 2010, Immunity.

[77]  Kendall A. Smith,et al.  Prolonged interleukin-2Ralpha expression on virus-specific CD8+ T cells favors terminal-effector differentiation in vivo. , 2010, Immunity.

[78]  R. Proia,et al.  The alliance of sphingosine-1-phosphate and its receptors in immunity , 2008, Nature Reviews Immunology.

[79]  Corey M. Carlson,et al.  Kruppel-like factor 2 regulates thymocyte and T-cell migration , 2006, Nature.

[80]  K. Ley,et al.  Preferential migration of effector CD8+ T cells into the interstitium of the normal lung. , 2005, The Journal of clinical investigation.

[81]  Pablo Tamayo,et al.  Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[82]  M. Veldhoen,et al.  CD25+ CD4+ T cells compete with naive CD4+ T cells for IL-2 and exploit it for the induction of IL-10 production. , 2005, International immunology.

[83]  E. Wherry,et al.  Selective expression of the interleukin 7 receptor identifies effector CD8 T cells that give rise to long-lived memory cells , 2003, Nature Immunology.

[84]  M. Hofker Faculty Opinions recommendation of PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. , 2003 .

[85]  M. Daly,et al.  PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes , 2003, Nature Genetics.

[86]  G. Trinchieri,et al.  Interleukin-12 and the regulation of innate resistance and adaptive immunity , 2003, Nature Reviews Immunology.

[87]  A. Scheffold,et al.  MIP-1α, MIP-1β, RANTES, and ATAC/lymphotactin function together with IFN-γ as type 1 cytokines , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[88]  M. Stegall,et al.  The 2C T-cell transgenic mouse: an in vivo model of allospecific cytotoxic T-cell activation and homing. , 1999, Transplantation proceedings.

[89]  D. Schadendorf,et al.  Five-Year Survival with Combined Nivolumab and Ipilimumab in Advanced Melanoma. , 2019, The New England journal of medicine.

[90]  A. Rudensky,et al.  An essential role for the IL-2 receptor in Treg cell function , 2016 .

[91]  P. Doherty,et al.  The collagen binding alpha1beta1 integrin VLA-1 regulates CD8 T cell-mediated immune protection against heterologous influenza infection. , 2004, Immunity.