Glycolysis induces Th2 cell infiltration and significantly affects prognosis and immunotherapy response to lung adenocarcinoma

Liping Zeng1,2, Lu Liang3, Xianlei Fang1, Xianyi Sha1, C. Dai4, Tao Zeng5, Tian Li6, Zhaoyong Feng2
1College of Basic Medicine, Hunan University of Medicine, Huaihua, China
2Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
3Department of Pathology, The First Affiliated Hospital of Hunan University of Medicine, Huaihua, China
4Department of Physical Diagnosis, The First Affiliated Hospital of Hunan University of Medicine, Huaihua, China
5Department of Radiotherapy Oncology, The No. 2 People’s Hospital of Huaihua, Huaihua, China
6School of Basic Medicine, Fourth Military Medical University, Xi’an, China

Tóm tắt

Từ khóa


Tài liệu tham khảo

Almeida L, Dhillon-LaBrooy A, Carriche G, Berod L, Sparwasser T (2021) CD4(+) T-cell differentiation and function: unifying glycolysis, fatty acid oxidation, polyamines NAD mitochondria. J Allergy Clin Immunol 148:16–32. https://doi.org/10.1016/j.jaci.2021.03.033

Bindea G, Mlecnik B, Hackl H, Charoentong P, Tosolini M, Kirilovsky A, Fridman WH, Pages F, Trajanoski Z, Galon J (2009) ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks. Bioinformatics 25:1091–1093. https://doi.org/10.1093/bioinformatics/btp101

Binnewies M, Roberts EW, Kersten K, Chan V, Fearon DF, Merad M, Coussens LM, Gabrilovich DI, Ostrand-Rosenberg S, Hedrick CC, Vonderheide RH, Pittet MJ, Jain RK, Zou W, Howcroft TK, Woodhouse EC, Weinberg RA, Krummel MF (2018) Understanding the tumor immune microenvironment (TIME) for effective therapy. Nat Med 24:541–550. https://doi.org/10.1038/s41591-018-0014-x

Chansky K, Sculier JP, Crowley JJ, Giroux D, Van Meerbeeck J, Goldstraw P (2009) The international association for the study of lung cancer staging project: prognostic factors and pathologic TNM stage in surgically managed non-small cell lung cancer. J Thorac Oncol 4:792–801. https://doi.org/10.1097/JTO.0b013e3181a7716e

Chen D, Zhang H, Zhao L, Liu X, Xue S, Wu P, Jiang H (2023) Prognostic value of RILPL2 and its correlation with tumor immune microenvironment and glycolysis in non-small cell lung cancer. Cell Cycle 22:841–857. https://doi.org/10.1080/15384101.2022.2159203

de Sousa VML, Carvalho L (2018) Heterogeneity in lung cancer. Pathobiology 85:96–107. https://doi.org/10.1159/000487440

Erdag G, Schaefer JT, Smolkin ME, Deacon DH, Shea SM, Dengel LT, Patterson JW, Slingluff CL Jr (2012) Immunotype and immunohistologic characteristics of tumor-infiltrating immune cells are associated with clinical outcome in metastatic melanoma. Cancer Res 72:1070–1080. https://doi.org/10.1158/0008-5472.Can-11-3218

Frafjord A, Buer L, Hammarström C, Aamodt H, Woldbæk PR, Brustugun OT, Helland Å, Øynebråten I, Corthay A (2021) The immune landscape of human primary lung tumors is Th2 skewed. Front Immunol 12:764596. https://doi.org/10.3389/fimmu.2021.764596

Ganapathy-Kanniappan S, Geschwind JF (2013) Tumor glycolysis as a target for cancer therapy: progress and prospects. Mol Cancer 12:152. https://doi.org/10.1186/1476-4598-12-152

Guo W, Qiao T, Li T (2022) The role of stem cells in small-cell lung cancer: evidence from chemoresistance to immunotherapy. Semin Cancer Biol 87:160–169. https://doi.org/10.1016/j.semcancer.2022.11.006

Hanahan D, Weinberg RA (2011) Hallmarks of cancer: the next generation. Cell 144:646–674. https://doi.org/10.1016/j.cell.2011.02.013

Hensley CT, Faubert B, Yuan Q, Lev-Cohain N, Jin E, Kim J, Jiang L, Ko B, Skelton R, Loudat L, Wodzak M (2016) Metabolic heterogeneity in human lung tumors. Cell 164:681–694. https://doi.org/10.1016/j.cell.2015.12.034

Hu T, Liu H, Liang Z, Wang F, Zhou C, Zheng X, Zhang Y, Song Y, Hu J, He X, Xiao J, King RJ, Wu X, Lan P (2020) Tumor-intrinsic CD47 signal regulates glycolysis and promotes colorectal cancer cell growth and metastasis. Theranostics 10:4056–4072. https://doi.org/10.7150/thno.40860

Jiang P, Gu S, Pan D, Fu J, Sahu A, Hu X, Li Z, Traugh N, Bu X, Li B, Liu J, Freeman GJ, Brown MA, Wucherpfennig KW, Liu XS (2018a) Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response. Nat Med 24:1550–1558. https://doi.org/10.1038/s41591-018-0136-1

Jiang S, Li T, Yang Z, Hu W, Yang Y (2018b) Deciphering the roles of FOXO1 in human neoplasms. Int J Cancer 143:1560–1568. https://doi.org/10.1002/ijc.31338

Jiang Z, Liu Z, Li M, Chen C, Wang X (2019) Increased glycolysis correlates with elevated immune activity in tumor immune microenvironment. EBioMedicine 42:431–442. https://doi.org/10.1016/j.ebiom.2019.03.068

Kim J, DeBerardinis RJ (2019) Mechanisms and implications of metabolic heterogeneity in cancer. Cell Metab 30:434–446. https://doi.org/10.1016/j.cmet.2019.08.013

Lai YH, Chen WN, Hsu TC, Lin C, Tsao Y, Wu S (2020) Overall survival prediction of non-small cell lung cancer by integrating microarray and clinical data with deep learning. Sci Rep 10:4679. https://doi.org/10.1038/s41598-020-61588-w

Li T, Qiao T (2022) Unraveling tumor microenvironment of small-cell lung cancer: Implications for immunotherapy. Semin Cancer Biol 86:117–125. https://doi.org/10.1016/j.semcancer.2022.09.005

Lian J, Yue Y, Yu W, Zhang Y (2020) Immunosenescence: a key player in cancer development. J Hematol Oncol 13:151. https://doi.org/10.1186/s13045-020-00986-z

Liu XS, Zhou LM, Yuan LL, Gao Y, Kui XY, Liu XY, Pei ZJ (2021) NPM1 is a prognostic biomarker involved in immune infiltration of lung adenocarcinoma and associated with m6A modification and glycolysis. Front Immunol 12:724741. https://doi.org/10.3389/fimmu.2021.724741

Lu J, Tan J, Yu X (2023) A prognostic model based on tumor microenvironment-related lncRNAs predicts therapy response in pancreatic cancer. Funct Integr Genomics 23:32. https://doi.org/10.1007/s10142-023-00964-x

Mao C, Gao Y, Wan M, Xu N (2022) Identification of glycolysis-associated long non-coding RNA regulatory subtypes and construction of prognostic signatures by transcriptomics for bladder cancer. Funct Integr Genomics 22:597–609. https://doi.org/10.1007/s10142-022-00845-9

Nenkov M, Ma Y, Gaßler N, Chen Y (2021) Metabolic reprogramming of colorectal cancer cells and the microenvironment: implication for therapy. Int J Mol Sci 22. https://doi.org/10.3390/ijms22126262

Siegel RL, Miller KD, Fuchs HE, Jemal A (2022) Cancer statistics, 2022. CA Cancer J Clin 72:7–33. https://doi.org/10.3322/caac.21708

Siegel RL, Miller KD, Jemal A (2017) Cancer Statistics, 2017. CA Cancer J Clin 67:7–30. https://doi.org/10.3322/caac.21387

Sun M, Liu X, Xia L, Chen Y, Kuang L, Gu X, Li T (2021) A nine-lncRNA signature predicts distant relapse-free survival of HER2-negative breast cancer patients receiving taxane and anthracycline-based neoadjuvant chemotherapy. Biochem Pharmacol 189:114285. https://doi.org/10.1016/j.bcp.2020.114285

Tantai J, Pan X, Chen Y, Shen Y, Ji C (2022) TRIM46 activates AKT/HK2 signaling by modifying PHLPP2 ubiquitylation to promote glycolysis and chemoresistance of lung cancer cells. Cell Death Dis 13:285. https://doi.org/10.1038/s41419-022-04727-7

Wang JZ, Zhu W, Han J, Yang X, Zhou R, Lu HC, Yu H, Yuan WB, Li PC, Tao J, Lu Q, Wei JF, Yang H (2021) The role of the HIF-1α/ALYREF/PKM2 axis in glycolysis and tumorigenesis of bladder cancer. Cancer Commun (Lond) 41:560–575. https://doi.org/10.1002/cac2.12158

Wang M, Li Z, Peng Y, Fang J, Fang T, Wu J, Zhou J (2020) Identification of immune cells and mRNA associated with prognosis of gastric cancer. BMC Cancer 20:206. https://doi.org/10.1186/s12885-020-6702-1

Xu L, Guo Y, Xu N, Chen L, Zhu J, Liu N, Zhang ZY (2019) Overexpression of thymic stromal lymphopoietin is correlated with poor prognosis in epithelial ovarian carcinoma. Biosci Rep:39. https://doi.org/10.1042/bsr20190116

Xu Q, Miao D, Song X, Chen Z, Zeng L, Zhao L, Xu J, Lin Z, Yu F (2022) Glycolysis-related gene signature can predict survival and immune status of hepatocellular carcinoma. Ann Surg Oncol 29:3963–3976. https://doi.org/10.1245/s10434-022-11502-7

Zarogoulidis K, Zarogoulidis P, Darwiche K, Boutsikou E, Machairiotis N, Tsakiridis K, Katsikogiannis N, Kougioumtzi I, Karapantzos I, Huang H, Spyratos D (2013) Treatment of non-small cell lung cancer (NSCLC). J Thorac Dis 5(Suppl 4):S389–S396. https://doi.org/10.3978/j.issn.2072-1439.2013.07.10

Zeng C, Wu Q, Wang J, Yao B, Ma L, Yang Z, Li J, Liu B (2016) NOX4 supports glycolysis and promotes glutamine metabolism in non-small cell lung cancer cells. Free Radic Biol Med 101:236–248. https://doi.org/10.1016/j.freeradbiomed.2016.10.500

Zhang D, Zheng Y, Yang S, Li Y, Wang M, Yao J, Deng Y, Li N, Wei B, Wu Y, Zhu Y, Li H, Dai Z (2020) Identification of a novel glycolysis-related gene signature for predicting breast cancer survival. Front Oncol 10:596087. https://doi.org/10.3389/fonc.2020.596087

Zhang F, Wang K, Du P, Yang W, He Y, Li T, Mei Z (2021) Risk of stroke in cancer survivors: a meta-analysis of population-based cohort studies. Neurology 96:e513–e526. https://doi.org/10.1212/wnl.0000000000011264

Zhang L, Chen Y, Wang Y, Kong F, Zhu L (2023a) A novel glycolysis-related gene signature predicts prognosis for cutaneous melanoma. Comb Chem High Throughput Screen 26:965–978. https://doi.org/10.2174/1386207325666220520105634

Zhang X, Yu S, Li X, Wen X, Liu S, Zu R, Ren H, Li T, Yang C, Luo H (2023b) Research progress on the interaction between oxidative stress and platelets: another avenue for cancer? Pharmacol Res 191:106777. https://doi.org/10.1016/j.phrs.2023.106777

Zheng J, Guo J, Zhu L, Zhou Y, Tong J (2021) Comprehensive analyses of glycolysis-related lncRNAs for ovarian cancer patients. J Ovarian Res 14:124. https://doi.org/10.1186/s13048-021-00881-2

Zheng X, Ma H, Dong Y, Fang M, Wang J, Xiong X, Liang J, Han M, You A, Yin Q, Huang W (2023) Immune-related biomarkers predict the prognosis and immune response of breast cancer based on bioinformatic analysis and machine learning. Funct Integr Genomics 23:201. https://doi.org/10.1007/s10142-023-01124-x

Zhou Y, Wu B, Li T, Zhang Y, Xu T, Chang N, Zhang J (2022) Correlation between the immune checkpoint inhibitors prognostic index and outcomes in nonsmall cell lung cancer: a multicentre analysis. J Oncol 2022:7050817. https://doi.org/10.1155/2022/7050817