Neoantigen landscape in metastatic nasopharyngeal carcinoma

被引:26
作者
Lin, Mei [1 ,2 ,3 ]
Zhang, Xiao-Long [2 ]
Zou, Xiong [1 ,2 ,3 ,4 ]
You, Rui [1 ,2 ,3 ]
Yang, Qi [1 ,2 ,3 ]
Zou, Xiong [1 ,2 ,3 ,4 ]
Yu, Kai [2 ]
Liu, You-Ping [1 ,2 ,3 ]
Zou, Ru-Hai [4 ]
Hua, Yi-Jun [1 ,2 ,3 ]
Huang, Pei-Yu [1 ,2 ,3 ]
Wang, Jin [5 ]
Zhao, Qi [2 ]
Jiang, Xiao-Bing [6 ]
Tang, Jun [7 ]
Gu, Yang-Kui [8 ]
Yu, Tao [1 ,2 ,3 ]
He, Gui-Ping [1 ,2 ,3 ]
Xie, Yu-Long [1 ,2 ,3 ]
Wang, Zhi-Qiang [1 ,2 ,3 ]
Liu, Ting [1 ,2 ,3 ]
Chen, Si-Yuan [1 ,2 ,3 ]
Zuo, Zhi-Xiang [1 ,2 ]
Chen, Ming-Yuan [1 ,2 ,3 ]
机构
[1] Sun Yat Sen Univ, Dept Nasopharyngeal Carcinoma, Canc Ctr, 651 Dongfeng East Rd, Guangzhou 510060, Peoples R China
[2] Sun Yat Sen Univ, Canc Ctr, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med, Guangzhou, Peoples R China
[3] Guangdong Key Lab Nasopharyngeal Carcinoma Diag &, Guangzhou 510060, Peoples R China
[4] Sun Yat Sen Univ, Canc Ctr, Dept Ultrasound, 651 Dongfeng East Rd, Guangzhou 510060, Peoples R China
[5] Sun Yat Sen Univ, Canc Ctr, Dept Musculoskeletal Oncol, 651 Dongfeng East Rd, Guangzhou 510060, Peoples R China
[6] Sun Yat Sen Univ, Canc Ctr, Dept Neurosurg, 651 Dongfeng East Rd, Guangzhou 510060, Peoples R China
[7] Sun Yat Sen Univ, Canc Ctr, Dept Breast Oncol, 51 Dongfeng East Rd, Guangzhou 510060, Peoples R China
[8] Sun Yat Sen Univ, Canc Ctr, Dept Minimally Invas Intervent Radiol, 51 Dongfeng East Rd, Guangzhou 510060, Peoples R China
来源
THERANOSTICS | 2021年 / 11卷 / 13期
基金
中国国家自然科学基金;
关键词
nasopharyngeal carcinoma; neoantigens; subtype; metastasis; microenvironment; EPSTEIN-BARR-VIRUS; CONCURRENT CHEMORADIOTHERAPY; CHECKPOINT BLOCKADE; ANTITUMOR-ACTIVITY; CANCER STATISTICS; TUMOR PROGRESSION; GENOMIC ANALYSIS; SEQUENCING DATA; MULTICENTER; HETEROGENEITY;
D O I
10.7150/thno.53229
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: Reportedly, nasopharyngeal carcinoma (NPC) patients with MHC I Class aberration are prone to poor survival outcomes, which indicates that the deficiency of tumor neoantigens might represent a mechanism of immune surveillance escape in NPC. Methods: To clearly delineate the landscape of neoantigens in NPC, we performed DNA and RNA sequencing on paired primary tumor, regional lymph node metastasis and distant metastasis samples from 26 patients. Neoantigens were predicted using pVACseq pipeline. Subtype prediction model was built using random forest algorithm. Results: Portraying the landscape of neoantigens in NPC for the first time, we found that the neoantigen load of NPC was above average compared to that of other cancers in The Cancer Genome Atlas program. While the quantity and quality of neoantigens were similar among primary tumor, regional lymph node metastasis and distant metastasis samples, neoantigen depletion was more severe in metastatic sites than in primary tumors. Upon tracking the clonality change of neoantigens, we found that neoantigen reduction occurred during metastasis. Building a subtype prediction model based on reported data, we observed that subtype I lacked T cells and suffered from severe neoantigen depletion, subtype II highly expressed immune checkpoint molecules and suffered from the least neoantigen depletion, and subtype III was heterogenous. Conclusions: These results indicate that neoantigens are conducive to the guidance of clinical treatment, and personalized therapeutic vaccines for NPC deserve deeper basic and clinical investigations to make them feasible in the future.
引用
收藏
页码:6427 / 6444
页数:18
相关论文
共 90 条
  • [1] Evolution of Neoantigen Landscape during Immune Checkpoint Blockade in Non-Small Cell Lung Cancer
    Anagnostou, Valsamo
    Smith, Kellie N.
    Forde, Patrick M.
    Niknafs, Noushin
    Bhattacharya, Rohit
    White, James
    Zhang, Theresa
    Adleff, Vilmos
    Phallen, Jillian
    Wali, Neha
    Hruban, Carolyn
    Guthrie, Violeta B.
    Rodgers, Kristen
    Naidoo, Jarushka
    Kang, Hyunseok
    Sharfman, William
    Georgiades, Christos
    Verde, Franco
    Illei, Peter
    Li, Qing Kay
    Gabrielson, Edward
    Brock, Malcolm V.
    Zahnow, Cynthia A.
    Baylin, Stephen B.
    Scharpf, Robert B.
    Brahmer, Julie R.
    Karchin, Rachel
    Pardoll, Drew M.
    Velculescu, Victor E.
    [J]. CANCER DISCOVERY, 2017, 7 (03) : 264 - 276
  • [2] Evolution of Metastases in Space and Time under Immune Selection
    Angelova, Mihaela
    Mlecnik, Bernhard
    Vasaturo, Angela
    Bindea, Gabriela
    Fredriksen, Tessa
    Lafontaine, Lucie
    Buttard, Benedicte
    Morgand, Erwan
    Bruni, Daniela
    Jouret-Mourin, Anne
    Hubert, Catherine
    Kartheuser, Alex
    Humblet, Yves
    Ceccarelli, Michele
    Syed, Najeeb
    Marincola, Francesco M.
    Bedognetti, Davide
    Van den Eynde, Marc
    Galon, Jerome
    [J]. CELL, 2018, 175 (03) : 751 - +
  • [3] Identification of unique neoantigen qualities in long-term survivors of pancreatic cancer
    Balachandran, Vinod P.
    Luksza, Marta
    Zhao, Julia N.
    Makarov, Vladimir
    Moral, John Alec
    Remark, Romain
    Herbst, Brian
    Askan, Gokce
    Bhanot, Umesh
    Senbabaoglu, Yasin
    Wells, Daniel K.
    Cary, Charles Ian Ormsby
    Grbovic-Huezo, Olivera
    Attiyeh, Marc
    Medina, Benjamin
    Zhang, Jennifer
    Loo, Jennifer
    Saglimbeni, Joseph
    Abu-Akeel, Mohsen
    Zappasodi, Roberta
    Riaz, Nadeem
    Smoragiewicz, Martin
    Kelley, Z. Larkin
    Basturk, Olca
    Goenen, Mithat
    Levine, Arnold J.
    Allen, Peter J.
    Fearon, Douglas T.
    Merad, Miriam
    Gnjatic, Sacha
    Iacobuzio-Donahue, Christine A.
    Wolchok, Jedd D.
    DeMatteo, Ronald P.
    Chan, Timothy A.
    Greenbaum, Benjamin D.
    Merghoub, Taha
    Leach, Steven D.
    [J]. NATURE, 2017, 551 (7681) : 512 - +
  • [4] Immune Escape Mechanisms as a Guide for Cancer Immunotherapy
    Beatty, Gregory L.
    Gladney, Whitney L.
    [J]. CLINICAL CANCER RESEARCH, 2015, 21 (04) : 687 - 692
  • [5] A genome-wide association study of nasopharyngeal carcinoma identifies three new susceptibility loci
    Bei, Jin-Xin
    Li, Yi
    Jia, Wei-Hua
    Feng, Bing-Jian
    Zhou, Gangqiao
    Chen, Li-Zhen
    Feng, Qi-Sheng
    Low, Hui-Qi
    Zhang, Hongxing
    He, Fuchu
    Tai, E. Shyong
    Kang, Tiebang
    Liu, Edison T.
    Liu, Jianjun
    Zeng, Yi-Xin
    [J]. NATURE GENETICS, 2010, 42 (07) : 599 - U173
  • [6] The "cancer immunogram"
    Blank, Christian U.
    Haanen, John B.
    Ribas, Antoni
    Schumacher, Ton N.
    [J]. SCIENCE, 2016, 352 (6286) : 658 - 660
  • [7] Control-FREEC: a tool for assessing copy number and allelic content using next-generation sequencing data
    Boeva, Valentina
    Popova, Tatiana
    Bleakley, Kevin
    Chiche, Pierre
    Cappo, Julie
    Schleiermacher, Gudrun
    Janoueix-Lerosey, Isabelle
    Delattre, Olivier
    Barillot, Emmanuel
    [J]. BIOINFORMATICS, 2012, 28 (03) : 423 - 425
  • [8] Bolotin DA, 2013, NAT METHODS, V10, P813, DOI [10.1038/nmeth.2555, 10.1038/NMETH.2555]
  • [9] Replication stress links structural and numerical cancer chromosomal instability
    Burrell, Rebecca A.
    McClelland, Sarah E.
    Endesfelder, David
    Groth, Petra
    Weller, Marie-Christine
    Shaikh, Nadeem
    Domingo, Enric
    Kanu, Nnennaya
    Dewhurst, Sally M.
    Gronroos, Eva
    Chew, Su Kit
    Rowan, Andrew J.
    Schenk, Arne
    Sheffer, Michal
    Howell, Michael
    Kschischo, Maik
    Behrens, Axel
    Helleday, Thomas
    Bartek, Jiri
    Tomlinson, Ian R.
    Swanton, Charles
    [J]. NATURE, 2013, 494 (7438) : 492 - 496
  • [10] Absolute quantification of somatic DNA alterations in human cancer
    Carter, Scott L.
    Cibulskis, Kristian
    Helman, Elena
    McKenna, Aaron
    Shen, Hui
    Zack, Travis
    Laird, Peter W.
    Onofrio, Robert C.
    Winckler, Wendy
    Weir, Barbara A.
    Beroukhim, Rameen
    Pellman, David
    Levine, Douglas A.
    Lander, Eric S.
    Meyerson, Matthew
    Getz, Gad
    [J]. NATURE BIOTECHNOLOGY, 2012, 30 (05) : 413 - +