Transcriptomic profiling of peripheral blood cells in HPV-associated carcinoma patients receiving combined valproic acid and avelumab

被引:7
作者
Bozorgmehr, Najmeh [1 ]
Syed, Hussain [1 ]
Mashhouri, Siavash [1 ]
Walker, John [2 ]
Elahi, Shokrollah [1 ,2 ,3 ]
机构
[1] Univ Alberta, Sch Dent, Div Fdn Sci, 7020 Katz Grp Ctr,11361-87 Ave NW, Edmonton, AB, Canada
[2] Univ Alberta, Dept Med Oncol, Edmonton, AB, Canada
[3] Univ Alberta, Li Ka Shing Inst Virol, Fac Med & Dent, Edmonton, AB, Canada
基金
加拿大健康研究院;
关键词
IL-18; IL-8; immunotherapy; prognostic biomarker; RNA sequencing; REDUCED CLINICAL BENEFIT; SUPPRESSOR-CELLS; PD-L1; DIFFERENTIATION; INTERLEUKIN-8; BLOCKADE; DRUG;
D O I
10.1002/1878-0261.13519
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Human papillomavirus (HPV)-associated cancer continues to evade the immune system by promoting a suppressive tumor microenvironment. Therefore, immunotherapy appears to be a promising approach for targeting HPV-associated tumors. We hypothesized that valproic acid (VA) as an epigenetic agent combined with avelumab may enhance the antitumor immunity in HPV-associated solid tumors. We performed bulk RNA-sequencing (RNA-Seq) on total peripheral blood mononuclear cells (PBMCs) of seven nonresponders (NRs) and four responders (Rs). A total of 39 samples (e.g., pretreatment, post-VA, postavelumab, and endpoint) were analyzed. Also, we quantified plasma analytes and performed flow cytometry. We observed a differential pattern in immune response following treatment with VA and/or avelumab in NRs vs. Rs. A significant upregulation of transcripts associated with NETosis [the formation of neutrophil extracellular traps (NETs)] and neutrophil degranulation pathways was linked to the presence of a myeloid-derived suppressor cell signature in NRs. We noted the elevation of IL-8/IL-18 cytokines and a distinct transcriptome signature at the baseline and endpoint in NRs. By using the receiver operator characteristics, we identified a cutoff value for the plasma IL-8/IL-18 to discriminate NRs from Rs. We found differential therapeutic effects for VA and avelumab in NRs vs. Rs. Thus, our results imply that measuring the plasma IL-8/IL-18 and bulk RNA-Seq of PBMCs may serve as valuable biomarkers to predict immunotherapy outcomes.
引用
收藏
页码:1209 / 1230
页数:22
相关论文
共 102 条
[1]   The CXC chemokine receptor 2, CXCR2, is the putative receptor for ELR+ CXC chemokine-induced angiogenic activity [J].
Addison, CL ;
Daniel, TO ;
Burdick, MD ;
Liu, H ;
Ehlert, JE ;
Xue, YY ;
Buechi, L ;
Walz, A ;
Richmond, A ;
Strieter, RM .
JOURNAL OF IMMUNOLOGY, 2000, 165 (09) :5269-5277
[2]   Blockade of myeloid-derived suppressor cell function by valproic acid enhanced anti-PD-L1 tumor immunotherapy [J].
Adeshakin, Adeleye O. ;
Yan, Dehong ;
Zhang, Mengqi ;
Wang, Lulu ;
Adeshakin, Funmilayo O. ;
Liu, Wan ;
Wan, Xiaochun .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2020, 522 (03) :604-611
[3]  
AHS Cancer Control Alberta, LATENT TRIAL LYT ACT
[4]   Tumor-Produced Interleukin-8 Attracts Human Myeloid-Derived Suppressor Cells and Elicits Extrusion of Neutrophil Extracellular Traps (NETs) [J].
Alfaro, Carlos ;
Teijeira, Alvaro ;
Onate, Carmen ;
Perez, Guiomar ;
Sanmamed, Miguel F. ;
Pilar Andueza, Maria ;
Alignani, Diego ;
Labiano, Sara ;
Azpilikueta, Arantza ;
Rodriguez-Paulete, Alfonso ;
Garasa, Saray ;
Fusco, Juan P. ;
Aznar, Angela ;
Inoges, Susana ;
De Pizzol, Maria ;
Allegretti, Marcello ;
Medina-Echeverz, Jose ;
Berraondo, Pedro ;
Perez-Gracia, Jose L. ;
Melero, Ignacio .
CLINICAL CANCER RESEARCH, 2016, 22 (15) :3924-3936
[5]  
Anderson NM, 2020, CURR BIOL, V30, pR921, DOI 10.1016/j.cub.2020.06.081
[6]   E6/E7 and E6*From HPV16 and HPV18 Upregulate IL-6 Expression Independently of p53 in Keratinocytes [J].
Artaza-Irigaray, Cristina ;
Molina-Pineda, Andrea ;
Aguilar-Lemarroy, Adriana ;
Ortiz-Lazareno, Pablo ;
Limon-Toledo, Laura P. ;
Pereira-Suarez, Ana L. ;
Rojo-Contreras, Wendoline ;
Jave-Suarez, Luis F. .
FRONTIERS IN IMMUNOLOGY, 2019, 10 :1676
[7]   TREM-1: intracellular signaling pathways and interaction with pattern recognition receptors [J].
Arts, Rob J. W. ;
Joosten, Leo A. B. ;
van der Meer, Jos W. M. ;
Netea, Mihai G. .
JOURNAL OF LEUKOCYTE BIOLOGY, 2013, 93 (02) :209-215
[8]   Differential effects of PD-L1 versus PD-1 blockade on myeloid inflammation in human cancer [J].
Bar, Noffar ;
Costa, Federica ;
Das, Rituparna ;
Duffy, Alyssa ;
Samur, Mehmet ;
McCachren, Samuel ;
Gettinger, Scott N. ;
Neparidze, Natalia ;
Parker, Terri L. ;
Bailur, Jithendra Kini ;
Pendleton, Katherine ;
Bajpai, Richa ;
Zhang, Lin ;
Xu, Mina L. ;
Anderson, Tara ;
Giuliani, Nicola ;
Nooka, Ajay ;
Cho, Hearn J. ;
Raval, Aparna ;
Shanmugam, Mala ;
Dhodapkar, Kavita M. ;
Dhodapkar, Madhav V. .
JCI INSIGHT, 2020, 5 (12)
[9]   Predicting and affecting response to cancer therapy based on pathway-level biomarkers [J].
Ben-Hamo, Rotem ;
Berger, Adi Jacob ;
Gavert, Nancy ;
Miller, Mendy ;
Pines, Guy ;
Oren, Roni ;
Pikarsky, Eli ;
Benes, Cyril H. ;
Neuman, Tzahi ;
Zwang, Yaara ;
Efroni, Sol ;
Getz, Gad ;
Straussman, Ravid .
NATURE COMMUNICATIONS, 2020, 11 (01)
[10]   Necroptosis, pyroptosis and apoptosis: an intricate game of cell death [J].
Bertheloot, Damien ;
Latz, Eicke ;
Franklin, Bernardo S. .
CELLULAR & MOLECULAR IMMUNOLOGY, 2021, 18 (05) :1106-1121