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Neoantigen landscape in metastatic nasopharyngeal carcinoma
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 n...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8120206/ https://www.ncbi.nlm.nih.gov/pubmed/33995666 http://dx.doi.org/10.7150/thno.53229 |
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author | Lin, Mei Zhang, Xiao-Long You, Rui Yang, Qi Zou, Xiong Yu, Kai Liu, You-Ping Zou, Ru-Hai Hua, Yi-Jun Huang, Pei-Yu Wang, Jin Zhao, Qi Jiang, Xiao-Bing Tang, Jun Gu, Yang-Kui Yu, Tao He, Gui-Ping Xie, Yu-Long Wang, Zhi-Qiang Liu, Ting Chen, Si-Yuan Zuo, Zhi-Xiang Chen, Ming-Yuan |
author_facet | Lin, Mei Zhang, Xiao-Long You, Rui Yang, Qi Zou, Xiong Yu, Kai Liu, You-Ping Zou, Ru-Hai Hua, Yi-Jun Huang, Pei-Yu Wang, Jin Zhao, Qi Jiang, Xiao-Bing Tang, Jun Gu, Yang-Kui Yu, Tao He, Gui-Ping Xie, Yu-Long Wang, Zhi-Qiang Liu, Ting Chen, Si-Yuan Zuo, Zhi-Xiang Chen, Ming-Yuan |
author_sort | Lin, Mei |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8120206 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-81202062021-05-15 Neoantigen landscape in metastatic nasopharyngeal carcinoma Lin, Mei Zhang, Xiao-Long You, Rui Yang, Qi Zou, Xiong Yu, Kai Liu, You-Ping Zou, Ru-Hai Hua, Yi-Jun Huang, Pei-Yu Wang, Jin Zhao, Qi Jiang, Xiao-Bing Tang, Jun Gu, Yang-Kui Yu, Tao He, Gui-Ping Xie, Yu-Long Wang, Zhi-Qiang Liu, Ting Chen, Si-Yuan Zuo, Zhi-Xiang Chen, Ming-Yuan Theranostics Research Paper 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. Ivyspring International Publisher 2021-04-19 /pmc/articles/PMC8120206/ /pubmed/33995666 http://dx.doi.org/10.7150/thno.53229 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Lin, Mei Zhang, Xiao-Long You, Rui Yang, Qi Zou, Xiong Yu, Kai Liu, You-Ping Zou, Ru-Hai Hua, Yi-Jun Huang, Pei-Yu Wang, Jin Zhao, Qi Jiang, Xiao-Bing Tang, Jun Gu, Yang-Kui Yu, Tao He, Gui-Ping Xie, Yu-Long Wang, Zhi-Qiang Liu, Ting Chen, Si-Yuan Zuo, Zhi-Xiang Chen, Ming-Yuan Neoantigen landscape in metastatic nasopharyngeal carcinoma |
title | Neoantigen landscape in metastatic nasopharyngeal carcinoma |
title_full | Neoantigen landscape in metastatic nasopharyngeal carcinoma |
title_fullStr | Neoantigen landscape in metastatic nasopharyngeal carcinoma |
title_full_unstemmed | Neoantigen landscape in metastatic nasopharyngeal carcinoma |
title_short | Neoantigen landscape in metastatic nasopharyngeal carcinoma |
title_sort | neoantigen landscape in metastatic nasopharyngeal carcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8120206/ https://www.ncbi.nlm.nih.gov/pubmed/33995666 http://dx.doi.org/10.7150/thno.53229 |
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