Pre-treatment DNA methylome and transcriptome profiles correlate with melanoma response to anti-PD1 immunotherapy

被引:0
作者
Hossain, Sultana Mehbuba [1 ,2 ]
Gimenez, Gregory [1 ,2 ]
Stockwell, Peter [1 ,2 ]
Weeks, Robert [1 ,2 ]
Almomani, Suzan [1 ,2 ]
Jones, Gregory T. [3 ]
Ratajska, Magdalena [1 ,2 ,4 ]
Shuen, Mathew [1 ]
Bhat, Basharat [3 ]
Rys, Janusz [5 ]
Cybulska-Stopa, Bozena [6 ,7 ]
Harazin-Lechowska, Agnieszka [5 ]
Rodger, Euan [1 ,2 ]
Jackson, Christopher [8 ]
Chatterjee, Aniruddha [1 ,2 ]
Eccles, Michael R. [1 ,2 ]
机构
[1] Univ Otago, Dunedin Sch Med, Dept Pathol, Dunedin, New Zealand
[2] Maurice Wilkins Ctr Mol Biodiscovery, Level 2,3A Symonds St, Auckland, New Zealand
[3] Univ Otago, Dept Surg Sci, Dunedin, New Zealand
[4] Med Univ Gdansk, Dept Pathol & Neuropathol, Gdansk, Poland
[5] Mar Sklodowska Curie Natl Res Inst Oncol, Dept Tumor Pathol, Krakow Branch, Krakow, Poland
[6] Lower Silesian Oncol Ctr, Dept Clin Oncol, Pulmonol & Hematol, Wroclaw, Poland
[7] Wroclaw Univ Sci & Technol, Fac Med, Dept Hematol & Oncol, Wroclaw, Poland
[8] Univ Otago, Dunedin Sch Med, Dept Med, Dunedin, New Zealand
关键词
Melanoma; Immunotherapy; DNA methylation; Gene expression; Immune checkpoint inhibitors; METHYLATION DATA; RNA; IPILIMUMAB; PEMBROLIZUMAB; MECHANISMS; EXPRESSION; SURVIVAL; PD-L1; CELLS; GUIDE;
D O I
10.1016/j.canlet.2025.217638
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Successful immune checkpoint inhibitor (ICI) therapy occurs in only a fraction of melanoma patients, and yet all patients are susceptible to potentially serious ICI-related side-effects. No current biomarkers robustly predict ICI treatment response in melanoma patients. In this study we sought to identify methylome and transcriptome markers which have the potential to predict immunotherapy response in melanoma patients ahead of treatment with anti-PD1 ICI monotherapy. Using Infinium MethylationEPIC microarrays, we analysed DNA methylation profiles of >850,000 CpG sites in pre-treatment melanoma tissues from patients administered anti-PD-1 monotherapy as first-line treatment. In addition, we analysed transcriptomes using RNA-seq. DNA methylation and gene expression data were then statistically compared to patient response to anti-PD1 therapy. We identified 2579 DNA hypomethylation and hypermethylation alterations correlating with melanoma response to anti-PD1 therapy. An integrative analysis of DNA methylomes and transcriptomes identified a subset of 35 loci, 13 of which were significantly differentially methylated in both initial discovery and external validation datasets. Functional enrichment analysis of hypomethylated sites (p-value <0.05) in non-responders was associated with "Formation of the cornified envelope", "Regulation of epithelial cell proliferation", and "Purine-containing compound metabolic process". We have identified novel integrated DNA methylation and gene expression markers, which correlate with anti-PD1 treatment response in melanoma patients. These findings suggest a relationship between tumour-associated genomic DNA methylation, gene expression patterns, and anti-PD1 ICI immunotherapy response in melanoma patients.
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页数:12
相关论文
共 53 条
  • [1] Assenov Y, 2014, NAT METHODS, V11, P1138, DOI [10.1038/NMETH.3115, 10.1038/nmeth.3115]
  • [2] PD-L1 up-regulation in melanoma increases disease aggressiveness and is mediated through miR-17-5p
    Audrito, Valentina
    Serra, Sara
    Stingi, Aureliano
    Orso, Francesca
    Gaudino, Federica
    Bologna, Cinzia
    Neri, Francesco
    Garaffo, Giulia
    Nassini, Romina
    Baroni, Gianna
    Rulli, Eliana
    Massi, Daniela
    Oliviero, Salvatore
    Piva, Roberto
    Taverna, Daniela
    Mandala, Mario
    Deaglio, Silvia
    [J]. ONCOTARGET, 2017, 8 (09) : 15894 - 15911
  • [3] BiQ analyzer: visualization and quality control for DNA methylation data from bisulfite sequencing
    Bock, C
    Reither, S
    Mikeska, T
    Paulsen, M
    Walter, J
    Lengauer, T
    [J]. BIOINFORMATICS, 2005, 21 (21) : 4067 - 4068
  • [4] Cross-Platform Array Screening Identifies COL1A2, THBS1, TNFRSF10D and UCHL1 as Genes Frequently Silenced by Methylation in Melanoma
    Bonazzi, Vanessa F.
    Nancarrow, Derek J.
    Stark, Mitchell S.
    Moser, Ralf J.
    Boyle, Glen M.
    Aoude, Lauren G.
    Schmidt, Christopher
    Hayward, Nicholas K.
    [J]. PLOS ONE, 2011, 6 (10):
  • [5] Molecular mechanisms and clinical applications of angiogenesis
    Carmeliet, Peter
    Jain, Rakesh K.
    [J]. NATURE, 2011, 473 (7347) : 298 - 307
  • [6] Marked Global DNA Hypomethylation Is Associated with Constitutive PD-L1 Expression in Melanoma
    Chatterjee, Aniruddha
    Rodger, Euan J.
    Ahn, Antonio
    Stockwell, Peter A.
    Parry, Matthew
    Motwani, Jyoti
    Gallagher, Stuart J.
    Shklovskaya, Elena
    Tiffen, Jessamy
    Eccles, Michael R.
    Hersey, Peter
    [J]. ISCIENCE, 2018, 4 : 312 - +
  • [7] Chatterjee A, 2018, METHODS MOL BIOL, V1783, P35, DOI 10.1007/978-1-4939-7834-2_3
  • [8] Analysis of Immune Signatures in Longitudinal Tumor Samples Yields Insight into Biomarkers of Response and Mechanisms of Resistance to Immune Checkpoint Blockade
    Chen, Pei-Ling
    Roh, Whijae
    Reuben, Alexandre
    Cooper, Zachary A.
    Spencer, Christine N.
    Prieto, Peter A.
    Miller, John P.
    Bassett, Roland L.
    Gopalakrishnan, Vancheswaran
    Wani, Khalida
    De Macedo, Mariana Petaccia
    Austin-Breneman, Jacob L.
    Jiang, Hong
    Chang, Qing
    Reddy, Sangeetha M.
    Chen, Wei-Shen
    Tetzlaff, Michael T.
    Broaddus, Russell J.
    Davies, Michael A.
    Gershenwald, Jeffrey E.
    Haydu, Lauren
    Lazar, Alexander J.
    Patel, Sapna P.
    Hwu, Patrick
    Hwu, Wen-Jen
    Diab, Adi
    Glitza, Isabella C.
    Woodman, Scott E.
    Vence, Luis M.
    Wistuba, Ignacio I.
    Amaria, Rodabe N.
    Kwong, Lawrence N.
    Prieto, Victor
    Davis, R. Eric
    Ma, Wencai
    Overwijk, Willem W.
    Sharpe, Arlene H.
    Hu, Jianhua
    Futreal, P. Andrew
    Blando, Jorge
    Sharma, Padmanee
    Allison, James P.
    Chin, Lynda
    Wargo, Jennifer A.
    [J]. CANCER DISCOVERY, 2016, 6 (08) : 827 - 837
  • [9] PD-1-Mediated Suppression of IL-2 Production Induces CD8+ T Cell Anergy In Vivo
    Chikuma, Shunsuke
    Terawaki, Seigo
    Hayashi, Tamon
    Nabeshima, Ryusuke
    Yoshida, Takao
    Shibayama, Shiro
    Okazaki, Taku
    Honjo, Tasuku
    [J]. JOURNAL OF IMMUNOLOGY, 2009, 182 (11) : 6682 - 6689
  • [10] PAPPA2 mutation as a novel indicator stratifying beneficiaries of immune checkpoint inhibitors in skin cutaneous melanoma and non-small cell lung cancer
    Dong, Yiting
    Zhao, Lele
    Duan, Jianchun
    Bai, Hua
    Chen, Dongsheng
    Li, Si
    Yu, Yangyang
    Xiao, Mingzhe
    Zhang, Qin
    Duan, Qianqian
    Sun, Tingting
    Qi, Chuang
    Wang, Jie
    Wang, Zhijie
    [J]. CELL PROLIFERATION, 2022, 55 (09)