Overexpression of MTHFD2 represents an inflamed tumor microenvironment and precisely predicts the molecular subtype and immunotherapy response of bladder cancer

被引:0
作者
Shi, Xiaokai [1 ,2 ]
Peng, Xiangrong [1 ,2 ]
Chen, Yin [1 ,2 ]
Shi, Zebin [1 ,2 ]
Yue, Chuang [1 ,2 ]
Zuo, Li [1 ,2 ]
Zhang, Lifeng [1 ,2 ]
Gao, Shenglin [1 ,2 ]
机构
[1] Nanjing Med Univ, ChangZhou 2 Peoples Hosp, Dept Urol, Changzhou, Jiangsu, Peoples R China
[2] Nanjing Med Univ, ChangZhou Med Ctr, Lab Urol, Changzhou, Jiangsu, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
关键词
bladder cancer; MTHFD2; inflamed tumor microenvironment; immunotherapy; molecular subtype; METASTATIC UROTHELIAL CARCINOMA; POOR-PROGNOSIS; METHYLENETETRAHYDROFOLATE DEHYDROGENASE; IMMUNE CONTEXTURE; MUTATIONAL BURDEN; CELL SUBSETS; OPEN-LABEL; EXPRESSION; NIVOLUMAB; BLOCKADE;
D O I
10.3389/fimmu.2023.1326509
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionMethylenetetrahydrofolate dehydrogenase 2 (MTHFD2), whose aberrant expression is common in cancers, has recently been identified as a potential regulator of immune response. However, its immune-related role in bladder cancer (BLCA) and its association with immunotherapy efficacy remain unclear.MethodsRNA sequencing data from The Cancer Genome Atlas (TCGA) was applied to analyze the immunological roles and prognostic value of MTHFD2 in pan-cancers. The association of MTHFD2 with several immunological features of tumor microenvironment (TME), including cancer-immunity cycle, immune cells infiltration, immune checkpoints expression, and T cell inflamed score was analyzed in TCGA-BLCA cohort. The predictors of cancer treatments effectiveness, including the expression and mutation of certain genes, molecular subtypes, and several signatures were evaluated as well. These results were validated by another independent cohort (GSE48075). Finally, the predictive value of MTHFD2 for TME and immunotherapy efficacy were validated using immunohistochemistry assay and RNA sequencing data from IMvigor210 cohort, respectively.ResultsMTHFD2 was found to be positively associated with several immunological features of an inflamed tumor microenvironment (TME) in various cancers and could predict BLCA patients' prognosis. In BLCA, high expression of MTHFD2 was observed to be positively related with the cancer-immunity cycle, the infiltration of several immune cells, and the expression of immunoregulators and T-cell inflamed scores, indicating a positive correlation with the inflamed TME. Moreover, patients with high MTHFD2 expression were more likely to be basal-like subtypes and respond to BLCA treatments, including immunotherapy, chemotherapy, and target therapy. The clinical data of the IMvigor210 cohort confirmed the higher response rates and better survival benefits of immunotherapy in high-MTHFD2-expression patients.ConclusionCollectively, high MTHFD2 predicts an inflamed TME, a basal-like subtype, and a better response to various therapeutic strategies, especially the ICB therapy, in bladder cancer.
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页数:15
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共 74 条
  • [21] Comprehensive Transcriptional Analysis of Early-Stage Urothelial Carcinoma
    Hedegaard, Jakob
    Lamy, Philippe
    Nordentoft, Iver
    Algaba, Ferran
    Hoyer, Soren
    Ulhoi, Benedicte Parm
    Vang, Soren
    Reinert, Thomas
    Hermann, Gregers G.
    Mogensen, Karin
    Thomsen, Mathilde Borg Houlberg
    Nielsen, Morten Muhlig
    Marquez, Mirari
    Segersten, Ulrika
    Aine, Mattias
    Hoglund, Mattias
    Birkenkamp-Demtroder, Karin
    Fristrup, Niels
    Borre, Michael
    Hartmann, Arndt
    Stoehr, Robert
    Wach, Sven
    Keck, Bastian
    Seitz, Anna Katharina
    Nawroth, Roman
    Maurer, Tobias
    Tulic, Cane
    Simic, Tatjana
    Junker, Kerstin
    Horstmann, Marcus
    Harving, Niels
    Petersen, Astrid Christine
    Luz Calle, M.
    Steyerberg, Ewout W.
    Beukers, Willemien
    van Kessel, Kim E. M.
    Jensen, Jorgen Bjerggaard
    Pedersen, Jakob Skou
    Malmstrom, Per-Uno
    Malats, Nuria
    Real, Francisco X.
    Zwarthoff, Ellen C.
    Orntoft, Torben Falck
    Dyrskjot, Lars
    [J]. CANCER CELL, 2016, 30 (01) : 27 - 42
  • [22] The Where, the When, and the How of Immune Monitoring for Cancer Immunotherapies in the Era of Checkpoint Inhibition
    Hegde, Priti S.
    Karanikas, Vaios
    Evers, Stefan
    [J]. CLINICAL CANCER RESEARCH, 2016, 22 (08) : 1865 - 1874
  • [23] Siglec15 shapes a non-inflamed tumor microenvironment and predicts the molecular subtype in bladder cancer
    Hu, Jiao
    Yu, Anze
    Othmane, Belaydi
    Qiu, Dongxu
    Li, Huihuang
    Li, Chao
    Liu, Peihua
    Ren, Wenbiao
    Chen, Minfeng
    Gong, Guanghui
    Guo, Xi
    Zhang, Huihui
    Chen, Jinbo
    Zu, Xiongbing
    [J]. THERANOSTICS, 2021, 11 (07): : 3089 - 3108
  • [24] An immune-active tumor microenvironment favors clinical response to ipilimumab
    Ji, Rui-Ru
    Chasalow, Scott D.
    Wang, Lisu
    Hamid, Omid
    Schmidt, Henrik
    Cogswell, John
    Alaparthy, Suresh
    Berman, David
    Jure-Kunkel, Maria
    Siemers, Nathan O.
    Jackson, Jeffrey R.
    Shahabi, Vafa
    [J]. CANCER IMMUNOLOGY IMMUNOTHERAPY, 2012, 61 (07) : 1019 - 1031
  • [25] Modulation of Redox Homeostasis by Inhibition of MTHFD2 in Colorectal Cancer: Mechanisms and Therapeutic Implications
    Ju, Huai-Qiang
    Lu, Yun-Xin
    Chen, Dong-Liang
    Zuo, Zhi-Xiang
    Liu, Ze-Xian
    Wu, Qi-Nian
    Mo, Hai-Yu
    Wang, Zi-Xian
    Wang, De-Shen
    Pu, Heng-Ying
    Zeng, Zhao-Lei
    Li, Bo
    Xie, Dan
    Huang, Peng
    Hung, Mien-Chie
    Chiao, Paul J.
    Xu, Rui-Hua
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2019, 111 (06): : 584 - 596
  • [26] A Consensus Molecular Classification of Muscle-invasive Bladder Cancer
    Kamoun, Aurelie
    de Reynies, Aurelien
    Allory, Yves
    Sjodahl, Gottfrid
    Robertson, A. Gordon
    Seiler, Roland
    Hoadley, Katherine A.
    Groeneveld, Clarice S.
    Al-Ahmadie, Hikmat
    Choi, Woonyoung
    Castro, Mauro A. A.
    Fontugne, Jacqueline
    Eriksson, Pontus
    Mo, Qianxing
    Kardos, Jordan
    Zlotta, Alexandre
    Hartmann, Arndt
    Dinney, Colin P.
    Bellmunt, Joaquim
    Powles, Thomas
    Malats, Nuria
    Chan, Keith S.
    Kim, William Y.
    McConkey, David J.
    Black, Peter C.
    Dyrskjot, Lars
    Hoglund, Mattias
    Lerner, Seth P.
    Real, Francisco X.
    Radvanyi, Francois
    [J]. EUROPEAN UROLOGY, 2020, 77 (04) : 420 - 433
  • [27] Hyperprogressors after Immunotherapy: Analysis of Genomic Alterations Associated with Accelerated Growth Rate
    Kato, Shumei
    Goodman, Aaron
    Walavalkar, Vighnesh
    Barkauskas, Donald A.
    Sharabi, Andrew
    Kurzrock, Razelle
    [J]. CLINICAL CANCER RESEARCH, 2017, 23 (15) : 4242 - 4250
  • [28] Koboldt Daniel C, 2013, Curr Protoc Bioinformatics, V44, DOI 10.1002/0471250953.bi1504s44
  • [29] Overall Survival in Patients With Advanced Melanoma Who Received Nivolumab Versus Investigator's Choice Chemotherapy in CheckMate 037: A Randomized, Controlled, Open-Label Phase III Trial
    Larkin, James
    Minor, David
    D'Angelo, Sandra
    Neyns, Bart
    Smylie, Michael
    Miller, Wilson H., Jr.
    Gutzmer, Ralf
    Linette, Gerald
    Chmielowski, Bartosz
    Lao, Christopher D.
    Lorigan, Paul
    Grossmann, Kenneth
    Hassel, Jessica C.
    Sznol, Mario
    Daud, Adil
    Sosman, Jeffrey
    Khushalani, Nikhil
    Schadendorf, Dirk
    Hoeller, Christoph
    Walker, Dana
    Kong, George
    Horak, Christine
    Weber, Jeffrey
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (04) : 383 - +
  • [30] Natural killer cells in antitumour adoptive cell immunotherapy
    Laskowski, Tamara J.
    Biederstaedt, Alexander
    Rezvani, Katayoun
    [J]. NATURE REVIEWS CANCER, 2022, 22 (10) : 557 - 575