Summary
Background. Over the past few years, dramatic breakthroughs in the field of tumor immunotherapy with immune checkpoint inhibitors (ICIs) have made a therapeutic revolution for non-small cell lung cancer (NSCLC). While only some patients present a favorable response to this treatment. It is urgent to explore the potential molecular mechanisms underlying the regulation of tumor immune microenvironment in the process of immunotherapy. Lysine acetyltransferase 2B (KAT2B) plays a crucial role in the regulation of gene expression at the post-transcriptional level by acetylation, and is associated with many types of cancer. Methods. RNA-sequencing data, genetic mutation data, and corresponding clinical information were extracted from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, then subjected to immune characteristics, gene expression, survival, genetic alteration, enrichment analyses. Results. KAT2B expression correlated positively with infiltrating levels of multiple immune cells and mRNA expression levels of immune checkpoint genes in NSCLC. Furthermore, KAT2B expression was downregulated in tumor tissues, and low KAT2B expression was associated with unsatisfactory efficacy of immune checkpoint blockade (ICB) and poor prognosis of patients with lung adenocarcinoma. Moreover, there were higher somatic genes mutation frequency in patients with low expression of KAT2B. Finally, functional enrichment analysis suggested that KAT2B was mainly linked to the regulation of immune cells and interferon − gamma (IFN-γ) mediated signaling pathways, response to IFN-γ, antigen processing and presentation. Conclusion. This is the first comprehensive study to disclose that KAT2B is correlated with immune infiltrates and may serve as a novel biomarker predicting prognosis and response to immunotherapy in NSCLC.
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All data is available under reasonable request.
Abbreviations
- CNA:
-
Copy number alteration
- DEGs:
-
Differentially expressed genes
- GEO:
-
Gene expression omnibus
- GEPIA:
-
Gene expression profiling interactive analysis
- GO:
-
Gene Ontology
- GTEx:
-
Genotype-tissue expression
- HAT:
-
Histone acetyltransferase
- HDAC:
-
Histone deacetylases
- ICIs:
-
Immune checkpoint inhibitors
- IFN-γ:
-
Interferon − gamma
- KAT2B:
-
Lysine acetyltransferase 2B
- LUAD:
-
Lung adenocarcinoma
- LUSC:
-
Lung squamous cell carcinoma
- NSCLC:
-
Non-small cell lung cancer
- OS:
-
Overall survival
- DSS:
-
Disease specific survival
- PCAF:
-
P300/CBP associating factor
- PD-1:
-
Programmed death receptor 1
- PD-L1:
-
Programmed death receptor ligand 1
- PPI:
-
Protein–protein interaction
- SCLC:
-
Small cell lung cancer
- TCGA:
-
The cancer genome atlas
- TIMER 2.0:
-
Tumor immune estimation resource, version 2
- TME:
-
Tumor microenvironment
References
Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68(6):394–424
Brody H (2020) Lung cancer. Nature 587(7834):S7
Travis WD, Brambilla E, Burke AP, Marx A, Nicholson AG (2015) Introduction to The 2015 World Health Organization Classification of Tumors of the Lung, Pleura, Thymus, and Heart. J Thorac Oncol 10(9):1240–1242
Howlader N, Forjaz G, Mooradian MJ et al (2020) The Effect of Advances in Lung-Cancer Treatment on Population Mortality. N Engl J Med 383(7):640–649
Horvath L, Thienpont B, Zhao L, Wolf D, Pircher A (2020) Overcoming immunotherapy resistance in non-small cell lung cancer (NSCLC) - novel approaches and future outlook. Mol Cancer 19(1):141
Jenke R, Reßing N, Hansen FK, Aigner A, Büch T (2021) Anticancer therapy with HDAC inhibitors: Mechanism-based combination strategies and future perspectives. Cancers (Basel) 13(4)
Liu X, Wang L, Zhao K et al (2008) The structural basis of protein acetylation by the p300/CBP transcriptional coactivator. Nature 451(7180):846–850
Liu T, Wang X, Hu W et al (2019) Epigenetically Down-Regulated Acetyltransferase PCAF Increases the Resistance of Colorectal Cancer to 5-Fluorouracil. Neoplasia 21(6):557–570
Rajendran R, Garva R, Ashour H et al (2013) Acetylation mediated by the p300/CBP-associated factor determines cellular energy metabolic pathways in cancer. Int J Oncol 42(6):1961–1972
Sulkowski PL, Scanlon SE, Oeck S, Glazer PM (2018) PTEN Regulates Nonhomologous End Joining By Epigenetic Induction of NHEJ1/XLF. Mol Cancer Res 16(8):1241–1254
Koutelou E, Farria AT, Dent S (2021) Complex functions of Gcn5 and Pcaf in development and disease. Biochim Biophys Acta Gene Regul Mech. 1864(2): 194609
Wang T, Yao W, Shao Y, Zheng R, Huang F (2018) PCAF fine-tunes hepatic metabolic syndrome, inflammatory disease, and cancer. J Cell Mol Med 22(12):5787–5800
Wu Y, Wang X, Xu F et al (2020) The regulation of acetylation and stability of HMGA2 via the HBXIP-activated Akt-PCAF pathway in promotion of esophageal squamous cell carcinoma growth. Nucleic Acids Res 48(9):4858–4876
Hu H, Zhu W, Qin J et al (2017) Acetylation of PGK1 promotes liver cancer cell proliferation and tumorigenesis. Hepatology 65(2):515–528
Li YH, Li YX, Li M et al (2020) The Ras-ERK1/2 signaling pathway regulates H3K9ac through PCAF to promote the development of pancreatic cancer. Life Sci 256:117936
Wan J, Xu W, Zhan J et al (2016) PCAF-mediated acetylation of transcriptional factor HOXB9 suppresses lung adenocarcinoma progression by targeting oncogenic protein JMJD6. Nucleic Acids Res 44(22):10662–10675
Li T, Fu J, Zeng Z et al (2020) TIMER2.0 for analysis of tumor-infiltrating immune cells. Nucleic Acids Res 48(W1):W509–W514
Ru B, Wong CN, Tong Y et al (2019) TISIDB: an integrated repository portal for tumor-immune system interactions. Bioinformatics 35(20):4200–4202
Jiang P, Gu S, Pan D et al (2018) Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response. Nat Med 24(10):1550–1558
Rhodes DR, Kalyana-Sundaram S, Mahavisno V et al (2007) Oncomine 3.0: genes, pathways, and networks in a collection of 18,000 cancer gene expression profiles. Neoplasia 9(2):166–80
Tang Z, Li C, Kang B, Gao G, Li C, Zhang Z (2017) GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses. Nucleic Acids Res 45(W1):W98–W102
Gao J, Aksoy BA, Dogrusoz U et al (2013) Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal. Sci Signal 6(269):pl1
Cerami E, Gao J, Dogrusoz U et al (2012) The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. Cancer Discov 2(5):401–404
Fridman WH, Zitvogel L, Sautès-Fridman C, Kroemer G (2017) The immune contexture in cancer prognosis and treatment. Nat Rev Clin Oncol 14(12):717–734
Azimi F, Scolyer RA, Rumcheva P et al (2012) Tumor-infiltrating lymphocyte grade is an independent predictor of sentinel lymph node status and survival in patients with cutaneous melanoma. J Clin Oncol 30(21):2678–2683
Ingold Heppner B, Untch M, Denkert C et al (2016) Tumor-Infiltrating Lymphocytes: A Predictive and Prognostic Biomarker in Neoadjuvant-Treated HER2-Positive Breast Cancer. Clin Cancer Res 22(23):5747–5754
Bagchi S, Yuan R, Engleman EG (2021) Immune Checkpoint Inhibitors for the Treatment of Cancer: Clinical Impact and Mechanisms of Response and Resistance. Annu Rev Pathol 16:223–249
Barlesi F, Tomasini P (2020) Non-small-cell lung cancer brain metastases and PD-(L)1 immune checkpoint inhibitors. Lancet Oncol 21(5):607–608
Topalian SL, Drake CG, Pardoll DM (2015) Immune checkpoint blockade: a common denominator approach to cancer therapy. Cancer Cell 27(4):450–461
Hirsch FR, Suda K, Wiens J, Bunn PA Jr (2016) New and emerging targeted treatments in advanced non-small-cell lung cancer. Lancet 388(10048):1012–1024
Ettinger DS, Wood DE, Aisner DL et al (2021) NCCN Guidelines Insights: Non-Small Cell Lung Cancer, Version 2.2021. J Natl Compr Canc Netw 19(3):254–266
Hellmann MD, Paz-Ares L, Bernabe Caro R et al (2019) Nivolumab plus Ipilimumab in Advanced Non-Small-Cell Lung Cancer. N Engl J Med 381(21):2020–2031
Beatty GL, Gladney WL (2015) Immune escape mechanisms as a guide for cancer immunotherapy. Clin Cancer Res 21(4):687–692
Hu J, Xia X, Zhao Q, Li S (2021) Lysine acetylation of NKG2D ligand Rae-1 stabilizes the protein and sensitizes tumor cells to NKG2D immune surveillance. Cancer Lett 502:143–153
Hu J, Bernatchez C, Zhang L et al (2017) Induction of NKG2D Ligands on Solid Tumors Requires Tumor-Specific CD8(+) T Cells and Histone Acetyltransferases. Cancer Immunol Res 5(4):300–311
Hu J, Xia X, Gorlick R, Li S (2019) Induction of NKG2D ligand expression on tumor cells by CD8(+) T-cell engagement-mediated activation of nuclear factor-kappa B and p300/CBP-associated factor. Oncogene 38(49):7433–7446
Acknowledgements
We acknowledge the Oncomine, TCGA, GEO, GTEx, TIMER, TISIDB, GEPIA, and STRING databases for free use.
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Xue Zhou and Qi Wu contributed to the study conception, design, and data analysis. Ning Wang, Yuefeng Zhang, and Hongzhi Yu contributed to collection and integration of data, visualization and figure generation. Xue Zhou and Ning Wang wrote the manuscript.
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Zhou, X., Wang, N., Zhang, Y. et al. KAT2B is an immune infiltration-associated biomarker predicting prognosis and response to immunotherapy in non‐small cell lung cancer. Invest New Drugs 40, 43–57 (2022). https://doi.org/10.1007/s10637-021-01159-6
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DOI: https://doi.org/10.1007/s10637-021-01159-6