Upregulation of the APOBEC3 Family Is Associated with a Poor Prognosis and Influences Treatment Response to Raf Inhibitors in Low Grade Glioma

被引:5
作者
Luo, Cheng [1 ,2 ,3 ]
Wang, Songmao [1 ,3 ,4 ]
Liao, Weijie [1 ,3 ]
Zhang, Shikuan [1 ,3 ,4 ]
Xu, Naihan [1 ,3 ,5 ]
Xie, Weidong [1 ,3 ,5 ]
Zhang, Yaou [1 ,3 ,5 ]
机构
[1] Tsinghua Shenzhen Int Grad Sch, China State Key Lab Chem Oncogen, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China
[3] Tsinghua Shenzhen Int Grad Sch, Key Lab Hlth Sci & Technol Shenzhen, Shenzhen 518055, Peoples R China
[4] Tsinghua Univ, Sch Life Sci, Beijing 100084, Peoples R China
[5] Tsinghua Univ, Open FIESTA Ctr, Shenzhen 518055, Peoples R China
关键词
APOBEC3; family; glioma; prognostic prediction; MAPK pathway; immune response; CANCER; MUTATIONS; DEAMINATION; SUBSETS;
D O I
10.3390/ijms221910390
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Apolipoprotein B mRNA-editing enzyme catalytic polypeptide-like 3 (APOBEC3) has been identified as a group of enzymes that catalyze cytosine deamination in single-stranded (ss) DNA to form uracil, causing somatic mutations in some cancers. We analyzed the APOBEC3 family in 33 TCGA cancer types and the results indicated that APOBEC3s are upregulated in multiple cancers and strongly correlate with prognosis, particularly in low grade glioma (LGG). Then we constructed a prognostic model based on family expression in LGG where the APOBEC3 family signature is an accurate predictive model (AUC of 0.85). Gene mutation, copy number variation (CNV), and a differential gene expression (DEG) analysis were performed in different risk groups, and the weighted gene co-expression network analysis (WGCNA) was employed to clarify the role of various members in LGG; CIBERSORT algorithm was deployed to evaluate the landscape of LGG immune infiltration. We found that upregulation of the APOBEC3 family expression can strengthen Ras/MAPK signaling pathway, promote tumor progression, and ultimately reduce the treatment benefits of Raf inhibitors. Moreover, the APOBEC3 family was shown to enhance the immune response mediated by myeloid cells and interferon gamma, as well as PD-L1 and PD-L2 expression, implying that they have immunotherapy potential. Therefore, the APOBEC3 signature enables an efficient assessment of LGG patient survival outcomes and expansion of clinical benefits by selecting appropriate individualized treatment strategies.</p>
引用
收藏
页数:19
相关论文
共 60 条
[1]   Interactions of host APOBEC3 restriction factors with HIV-1 in vivo: implications for therapeutics [J].
Albin, John S. ;
Harris, Reuben S. .
EXPERT REVIEWS IN MOLECULAR MEDICINE, 2010, 12
[2]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[3]   Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas [J].
Brat, Daniel J. ;
Verhaak, Roel G. W. ;
Al-dape, Kenneth D. ;
Yung, W. K. Alfred ;
Salama, Sofie R. ;
Cooper, Lee A. D. ;
Rheinbay, Esther ;
Miller, C. Ryan ;
Vitucci, Mark ;
Morozova, Olena ;
Robertson, A. Gordon ;
Noushmehr, Houtan ;
Laird, Peter W. ;
Cherniack, Andrew D. ;
Akbani, Rehan ;
Huse, Jason T. ;
Ciriello, Giovanni ;
Poisson, Laila M. ;
Barnholtz-Sloan, Jill S. ;
Berger, Mitchel S. ;
Brennan, Cameron ;
Colen, Rivka R. ;
Colman, Howard ;
Flanders, Adam E. ;
Giannini, Caterina ;
Grifford, Mia ;
Iavarone, Antonio ;
Jain, Rajan ;
Joseph, Isaac ;
Kim, Jaegil ;
Kasaian, Katayoon ;
Mikkelsen, Tom ;
Murray, Bradley A. ;
O'Neill, Brian Patrick ;
Pachter, Lior ;
Parsons, Donald W. ;
Sougnez, Carrie ;
Sulman, Erik P. ;
Vandenberg, Scott R. ;
Van Meir, Erwin G. ;
von Deimling, Andreas ;
Zhang, Hailei ;
Crain, Daniel ;
Lau, Kevin ;
Mallery, David ;
Morris, Scott ;
Paulauskis, Joseph ;
Penny, Robert ;
Shelton, Troy ;
Sherman, Mark .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (26) :2481-2498
[4]   APOBEC3B is an enzymatic source of mutation in breast cancer [J].
Burns, Michael B. ;
Lackey, Lela ;
Carpenter, Michael A. ;
Rathore, Anurag ;
Land, Allison M. ;
Leonard, Brandon ;
Refsland, Eric W. ;
Kotandeniya, Delshanee ;
Tretyakova, Natalia ;
Nikas, Jason B. ;
Yee, Douglas ;
Temiz, Nuri I. A. ;
Donohue, Duncan E. ;
McDougle, Rebecca M. ;
Brown, William L. ;
Law, Emily K. ;
Harris, Reuben S. .
NATURE, 2013, 494 (7437) :366-370
[5]   Molecular Profiling Reveals Biologically Discrete Subsets and Pathways of Progression in Diffuse Glioma [J].
Ceccarelli, Michele ;
Barthel, Floris P. ;
Malta, Tathiane M. ;
Sabedot, Thais S. ;
Salama, Sofie R. ;
Murray, Bradley A. ;
Morozova, Olena ;
Newton, Yulia ;
Radenbaugh, Amie ;
Pagnotta, Stefano M. ;
Anjum, Samreen ;
Wang, Jiguang ;
Manyam, Ganiraju ;
Zoppoli, Pietro ;
Ling, Shiyun ;
Rao, Arjun A. ;
Grifford, Mia ;
Cherniack, Andrew D. ;
Zhang, Hailei ;
Poisson, Laila ;
Carlotti, Carlos Gilberto, Jr. ;
Tirapelli, Daniela Pretti da Cunha ;
Rao, Arvind ;
Mikkelsen, Tom ;
Lau, Ching C. ;
Yung, W. K. Alfred ;
Rabadan, Raul ;
Huse, Jason ;
Brat, Daniel J. ;
Lehman, Norman L. ;
Barnholtz-Sloan, Jill S. ;
Zheng, Siyuan ;
Hess, Kenneth ;
Rao, Ganesh ;
Meyerson, Matthew ;
Beroukhim, Rameen ;
Cooper, Lee ;
Akbani, Rehan ;
Wrensch, Margaret ;
Haussler, David ;
Aldape, Kenneth D. ;
Laird, Peter W. ;
Gutmann, David H. ;
Noushmehr, Houtan ;
Iavarone, Antonio ;
Verhaak, Roel G. W. .
CELL, 2016, 164 (03) :550-563
[6]   Glial TLR2-driven innate immune responses and CD8+ T cell activation against brain tumor [J].
Chang, Chi Young ;
Jeon, Sae-Bonn ;
Yoon, Hee Jung ;
Choi, Bum-Kyu ;
Kim, Sang Soo ;
Oshima, Masanobu ;
Park, Eun Jung .
GLIA, 2019, 67 (06) :1179-1195
[7]   Comprehensive landscape of STEAP family functions and prognostic prediction value in glioblastoma [J].
Chen, Huaijun ;
Xu, Chaoran ;
Yu, Qian ;
Zhong, Chen ;
Peng, Yucong ;
Chen, Jingyin ;
Chen, Gao .
JOURNAL OF CELLULAR PHYSIOLOGY, 2021, 236 (04) :2988-3000
[8]   Integrative genomic analyses of APOBEC-mutational signature, expression and germline deletion of APOBEC3 genes, and immunogenicity in multiple cancer types [J].
Chen, Zhishan ;
Wen, Wanqing ;
Bao, Jiandong ;
Kuhs, Krystle L. ;
Cai, Qiuyin ;
Long, Jirong ;
Shu, Xiao-ou ;
Zheng, Wei ;
Guo, Xingyi .
BMC MEDICAL GENOMICS, 2019, 12 (01)
[9]   The APOBEC3 cytidine deaminases: An innate defensive network opposing exogenous retroviruses and endogenous retroelements [J].
Chiu, Ya-Lin ;
Greene, Warner C. .
ANNUAL REVIEW OF IMMUNOLOGY, 2008, 26 :317-353
[10]   Beyond PD-1/PD-L1 Inhibition: What the Future Holds for Breast Cancer Immunotherapy [J].
Chretien, Sebastian ;
Zerdes, Ioannis ;
Bergh, Jonas ;
Matikas, Alexios ;
Foukakis, Theodoros .
CANCERS, 2019, 11 (05)