Abstract
Recent evidence highlights the significance of a new type of tumour suppressors, which are not frequently mutated but inhibited by metabolic cues in cancers. Here, we identify BATF2 as a tumour suppressor whose expression is epigenetically silenced by glutamine in Head and Neck Squamous Cell Carcinomas (HNSCC). BATF2 correlates with type-I interferon and Th1 signatures in human HNSCC, with correlation coefficients even stronger than those of the positive control, STING. The phosphorylation of BATF2 at serine 227 promotes the oligomerization of STING. BATF2 deficiency or high glutamine levels result in higher oxygen consumption rates and metabolic profiles unfavorable for type-I interferon production. An isocaloric glutamine-rich diet abolishes STING-mediated effector cell expansion in tumours, weakening STING agonist-induced tumour control. Cancer cell-specific BATF2 expression promotes an Id2-centered T-cell effector signature, reduces T-cell exhaustion, and triggers spontaneous HNSCC rejection in a type-I interferon-dependent fashion. Utilizing syngeneic subcutaneous, orthotopic, and 24-week-long cigarette smoke carcinogen-induced HNSCC models, we demonstrate that host Batf2 deficiency results in increased infiltration of CD206+ myeloid cells and reduced effector CD8+ T-cells, accelerating the initiation of cancers. Overall, we reveal a tumour suppressor BATF2 whose loss is mediated by unique metabolic cues in the TME and drives cancer immune escape.
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Data availability
The whole-exome sequencing data are deposited in the NCBI SRA with a BioProject accession ID of PRJNA1147735. The BMDM bulk RNA-Seq data are deposited to the NCBI SRA with a BioProject accession ID of PRJNA1363923. The single-cell dataset is deposited to the NCBI SRA with BioProject accession numbers of PRJNA1111664 and PRJNA1298899. The processed bulk RNA-Seq data from human HNSCC specimens are publicly available through the NCBI Gene Expression Omnibus (GEO) with accession ID GSE310041. Raw individual-level sequencing data from human samples are not publicly available due to patient privacy concerns, but can be made available upon request after the establishment of a Data Use Agreement and/or a Material Transfer Agreement. The remaining data are available within the Article, Supplementary Information, or Source Data file. Source data are provided with this paper.
Code availability
The code for single-cell RNA-Seq analyses is made available through Github [https://github.com/yuyingxie/BATF2-IFN], which is linked to Zenodo (DOI: 10.5281/zenodo.17643493).
References
McGrail, D. J. et al. High tumour mutation burden fails to predict immune checkpoint blockade response across all cancer types. Ann. Oncol. 32, 661–672 (2021).
The Cancer Genome Atlas Network Comprehensive genomic characterization of head and neck squamous cell carcinomas. Nature 517, 576–582 (2015).
Heath, B. R. et al. Saturated fatty acids dampen the immunogenicity of cancer by suppressing STING. Cell Rep. 42, 112303 (2023).
Luo, X. et al. HPV16 drives cancer immune escape via NLRX1-mediated degradation of STING. J. Clin. Investig. 130, 1635–1652 (2020).
Tan, Y. S. et al. Mitigating SOX2-potentiated immune escape of head and neck squamous cell carcinoma with a STING-inducing nanosatellite vaccine. Clin. Cancer Res. 24, 4242–4255 (2018).
Zhang, C. et al. Structural basis of STING binding with and phosphorylation by TBK1. Nature 567, 394–398 (2019).
Barnett, K. C. et al. An epithelial-immune circuit amplifies inflammasome and IL-6 responses to SARS-CoV-2. Cell Host Microbe 31, 243–259 e246 (2023).
Lo, B. C. et al. Microbiota-dependent activation of CD4(+) T cells induces CTLA-4 blockade-associated colitis via Fcgamma receptors. Science 383, 62–70 (2024).
Zhai, Z., Lei, Y. L., Wang, R. & Xie, Y. Supervised capacity preserving mapping: a clustering guided visualization method for scRNAseq data. Bioinformatics 38, 2496–2503 (2022).
Hao, Y., Yan, M., Heath, B. R., Lei, Y. L. & Xie, Y. Fast and robust deconvolution of tumour infiltrating lymphocyte from expression profiles using least trimmed squares. PLoS Comput. Biol. 15, e1006976 (2019).
Li, T. et al. TIMER2.0 for analysis of tumour-infiltrating immune cells. Nucleic Acids Res. 48, W509–W514 (2020).
Lei, Y. et al. The mitochondrial proteins NLRX1 and TUFM form a complex that regulates type I interferon and autophagy. Immunity 36, 933–946 (2012).
Ishikawa, H. & Barber, G. N. STING is an endoplasmic reticulum adaptor that facilitates innate immune signalling. Nature 455, 674–678 (2008).
Seth, R. B., Sun, L., Ea, C. K. & Chen, Z. J. Identification and characterization of MAVS, a mitochondrial antiviral signaling protein that activates NF-kappaB and IRF 3. Cell 122, 669–682 (2005).
Shang, G., Zhang, C., Chen, Z. J., Bai, X. C. & Zhang, X. Cryo-EM structures of STING reveal its mechanism of activation by cyclic GMP-AMP. Nature 567, 389–393 (2019).
Oh, M. H. et al. Targeting glutamine metabolism enhances tumour-specific immunity by modulating suppressive myeloid cells. J. Clin. Investig. 130, 3865–3884 (2020).
Liu, P. S. et al. alpha-ketoglutarate orchestrates macrophage activation through metabolic and epigenetic reprogramming. Nat. Immunol. 18, 985–994 (2017).
Reinfeld, B. I. et al. Cell-programmed nutrient partitioning in the tumour microenvironment. Nature 593, 282–288 (2021).
Sun, X. et al. Amplifying STING activation by cyclic dinucleotide-manganese particles for local and systemic cancer metalloimmunotherapy. Nat. Nanotechnol. 16, 1260–1270 (2021).
Gajewski, T. F. & Higgs, E. F. Immunotherapy with a sting. Science 369, 921–922 (2020).
Li, W. et al. cGAS-STING-mediated DNA sensing maintains CD8(+) T cell stemness and promotes antitumour T cell therapy. Sci. Transl. Med. 12, eaay9013 (2020).
Wang, Z. et al. Syngeneic animal models of tobacco-associated oral cancer reveal the activity of in situ anti-CTLA-4. Nat. Commun. 10, 5546 (2019).
Yang, C. Y. et al. The transcriptional regulators Id2 and Id3 control the formation of distinct memory CD8+ T cell subsets. Nat. Immunol. 12, 1221–1229 (2011).
Vitale-Cross, L. et al. Metformin prevents the development of oral squamous cell carcinomas from carcinogen-induced premalignant lesions. Cancer Prev. Res. 5, 562–573 (2012).
Baird, J. R. et al. Evaluation of explant responses to STING ligands: personalized immunosurgical therapy for head and neck squamous cell carcinoma. Cancer Res. 78, 6308–6319 (2018).
Barber, G. N. STING: infection, inflammation and cancer. Nat. Rev. 15, 760–770 (2015).
Cheng, N. et al. A nanoparticle-incorporated STING activator enhances antitumour immunity in PD-L1-insensitive models of triple-negative breast cancer. JCI Insight 3, e120638 (2018).
Corrales, L. et al. Direct activation of STING in the tumour microenvironment leads to potent and systemic tumour regression and immunity. Cell Rep. 11, 1018–1030 (2015).
Fu, J. et al. STING agonist formulated cancer vaccines can cure established tumours resistant to PD-1 blockade. Sci. Transl. Med. 7, ra252 (2015).
Leach, D. G. et al. STINGel: controlled release of a cyclic dinucleotide for enhanced cancer immunotherapy. Biomaterials 163, 67–75 (2018).
Luo, M. et al. A STING-activating nanovaccine for cancer immunotherapy. Nat. Nanotechnol. 12, 648–654 (2017).
Meric-Bernstam, F. et al. Phase I dose-escalation trial of MIW815 (ADU-S100), an intratumoural STING agonist, in patients with advanced/metastatic solid tumours or lymphomas. Clin. Cancer Res. 28, 677–688 (2022).
Mukai, K. et al. Activation of STING requires palmitoylation at the Golgi. Nat. Commun. 7, 11932 (2016).
Taner, H. F. et al. SOX2-induced IL1alpha-mediated immune suppression drives epithelial dysplasia malignant transformation. Preprint at https://www.biorxiv.org/content/10.1101/2024.12.06.626475v1 (2024).
Leone, R. D. et al. Glutamine blockade induces divergent metabolic programs to overcome tumour immune evasion. Science 366, 1013–1021 (2019).
Satoh, T. et al. The Jmjd3-Irf4 axis regulates M2 macrophage polarization and host responses against helminth infection. Nat. Immunol. 11, 936–944 (2010).
Zhu, D. et al. EZH2 inhibition and 5-azacytidine enhance antitumour immunity in PTEN-deficient glioblastoma by activation viral mimicry response. J. Immunother. Cancer 13, e011650 (2025).
Fang, L. et al. Methionine restriction promotes cGAS activation and chromatin untethering through demethylation to enhance antitumour immunity. Cancer Cell 41, 1118–1133 e1112 (2023).
Cao, L. et al. BATF2 inhibits the stem cell-like properties and chemoresistance of gastric cancer cells through PTEN/AKT/beta-catenin pathway. Theranostics 14, 7007–7022 (2024).
Liu, J., Li, J., Tuo, Z., Hu, W. & Liu, J. BATF2 inhibits PD-L1 expression and regulates CD8+ T-cell infiltration in non-small cell lung cancer. J. Biol. Chem. 299, 105302 (2023).
Zhang, X. et al. BATF2 prevents glioblastoma multiforme progression by inhibiting recruitment of myeloid-derived suppressor cells. Oncogene 40, 1516–1530 (2021).
Bian, Y. et al. Cancer SLC43A2 alters T cell methionine metabolism and histone methylation. Nature 585, 277–282 (2020).
Wieckowski, M. R., Giorgi, C., Lebiedzinska, M., Duszynski, J. & Pinton, P. Isolation of mitochondria-associated membranes and mitochondria from animal tissues and cells. Nat. Protoc. 4, 1582–1590 (2009).
Gong, W. et al. Cancer-specific type-I interferon receptor signaling promotes cancer stemness and effector CD8+ T-cell exhaustion. Oncoimmunology 10, 1997385 (2021).
Li, H. & Durbin, R. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25, 1754–1760 (2009).
Wang, K., Li, M. & Hakonarson, H. ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acids Res. 38, e164 (2010).
Petljak, M. et al. Characterizing mutational signatures in human cancer cell lines reveals episodic APOBEC mutagenesis. Cell 176, 1282–1294 e1220 (2019).
Acknowledgements
The FLAG-STING expression plasmid is kindly provided by Dr. Glen N. Barber at the University of Miami. We sincerely thank Dr. Gabriel Nuñez at the University of Michigan for providing the Tcrd−/− mice. This project was funded by NIH grants R03DE027399 (Y.L.L.), R01 DE026728 (Y.L.L.), R01 DE030691 (J.J.M.), R01 DE031951 (J.J.M.), U01 DE033330 (Y.L.L.) and U01 DE029255 (Y.L.L.). Q.H. and L.W. were supported by U24 CA274159. The core facilities are supported, in part, by P30 CA016672.
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W.G., H.F.T., Y.W., Y.H., X.Z., Z.L., X.H., C.U., K.C.D., K.O., C.R.D., F.N., M.Z., W.C., Z.R.F., L.B., J.L. and Y.Y. performed experiments and contributed to data acquisition. W.G. and Y.L.L. designed the project with significant intellectual input from J.J.M., S.D., A.G.S. and D.N. Y.W., C.D.P., E.B. and Y.X. advised on statistical analysis and performed data analyses. Y.W., A.Y., Z.Z., Y.X. and Y.L.L. performed single-cell analyses and biostatistical analyses. Q.H. and L.W. performed analyses for the NOOC2 whole-exome sequencing and mutation profile data set. G.T.W. and S.B.C. provided completely de-identified discarded/archived human material. H.W. and S.A. provided key resources and technical support. M.Z. and J.N.M. provided key cell lines. W.G., H.F.T., Y.H., Y.X. and Y.L.L. wrote the manuscript, and all authors edited the manuscript and have read and agreed to its contents. Y.L.L. and J.J.M. supervised the study.
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Y.L.L. and J.J.M. are co-founders and serve on the advisory board of Saros Therapeutics Inc. Y.L.L. licensed NOOC1 cells to Kerafast Inc. and Applied Biological Materials Inc. The other authors do not have competing interests relevant to this study for disclosure.
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Gong, W., Taner, H.F., Wu, Y. et al. BATF2 is a glutamine-responsive tumour suppressor required for type-I interferon-dependent anti-tumour immunity. Nat Commun (2025). https://doi.org/10.1038/s41467-025-68027-2
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DOI: https://doi.org/10.1038/s41467-025-68027-2


