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An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer
SIMPLE SUMMARY: Nasopharyngeal carcinoma (NPC) is extremely frequent in several regions of the world, particularly Southern China (known as the Cantonese cancer). Previous studies were often limited to small cohorts, and systematic comparison with other cancer types has not been explored. In this st...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9953764/ https://www.ncbi.nlm.nih.gov/pubmed/36831585 http://dx.doi.org/10.3390/cancers15041243 |
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author | Liu, Xiaodong Li, Yanjin Zhou, Xiang Zhu, Sinan Kaya, Neslihan A. Chan, Yun Shen Ma, Liang Xu, Miao Zhai, Weiwei |
author_facet | Liu, Xiaodong Li, Yanjin Zhou, Xiang Zhu, Sinan Kaya, Neslihan A. Chan, Yun Shen Ma, Liang Xu, Miao Zhai, Weiwei |
author_sort | Liu, Xiaodong |
collection | PubMed |
description | SIMPLE SUMMARY: Nasopharyngeal carcinoma (NPC) is extremely frequent in several regions of the world, particularly Southern China (known as the Cantonese cancer). Previous studies were often limited to small cohorts, and systematic comparison with other cancer types has not been explored. In this study, we collected the largest NPC cohort (n = 431) and provided the first integrative analysis of NPC genomes. We identified many novel drivers and mutational signatures in NPC. By comparing NPC with other cancer types, we discovered many unique processes driving a viral-positive cancer type. ABSTRACT: As one of few viral-positive cancers, nasopharyngeal carcinoma (NPC) is extremely rare across the world but very frequent in several regions of the world, including Southern China (known as the Cantonese cancer). Even though several genomic studies have been conducted for NPC, their sample sizes are relatively small and systematic comparison with other cancer types has not been explored. In this study, we collected four-hundred-thirty-one samples from six previous studies and provided the first integrative analysis of NPC genomes. Combining several statistical methods for detecting driver genes, we identified 25 novel drivers for NPC, including ATG14 and NLRC5. Many of these novel drivers are enriched in several important pathways, such as autophagy and immunity. By comparing NPC with many other cancer types, we found NPC is a unique cancer type in which a high proportion of patients (45.2%) do not have any known driver mutations (termed as “missing driver events”) but have a preponderance of deletion events, including chromosome 3p deletion. Through signature analysis, we identified many known and novel signatures, including single-base signatures (n = 12), double-base signatures (n = 1), indel signatures (n = 9) and copy number signatures (n = 8). Many of these new signatures are involved in DNA repair and have unknown etiology and genome instability, implying an unprecedented dynamic mutational process possibly driven by complex interactions between viral and host genomes. By combining clinical, molecular and intra-tumor heterogeneity features, we constructed the first integrative survival model for NPC, providing a strong basis for patient prognosis and stratification. Taken together, we have performed one of the first integrative analyses of NPC genomes and brought unique genomic insights into tumorigenesis of a viral-driven cancer. |
format | Online Article Text |
id | pubmed-9953764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99537642023-02-25 An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer Liu, Xiaodong Li, Yanjin Zhou, Xiang Zhu, Sinan Kaya, Neslihan A. Chan, Yun Shen Ma, Liang Xu, Miao Zhai, Weiwei Cancers (Basel) Article SIMPLE SUMMARY: Nasopharyngeal carcinoma (NPC) is extremely frequent in several regions of the world, particularly Southern China (known as the Cantonese cancer). Previous studies were often limited to small cohorts, and systematic comparison with other cancer types has not been explored. In this study, we collected the largest NPC cohort (n = 431) and provided the first integrative analysis of NPC genomes. We identified many novel drivers and mutational signatures in NPC. By comparing NPC with other cancer types, we discovered many unique processes driving a viral-positive cancer type. ABSTRACT: As one of few viral-positive cancers, nasopharyngeal carcinoma (NPC) is extremely rare across the world but very frequent in several regions of the world, including Southern China (known as the Cantonese cancer). Even though several genomic studies have been conducted for NPC, their sample sizes are relatively small and systematic comparison with other cancer types has not been explored. In this study, we collected four-hundred-thirty-one samples from six previous studies and provided the first integrative analysis of NPC genomes. Combining several statistical methods for detecting driver genes, we identified 25 novel drivers for NPC, including ATG14 and NLRC5. Many of these novel drivers are enriched in several important pathways, such as autophagy and immunity. By comparing NPC with many other cancer types, we found NPC is a unique cancer type in which a high proportion of patients (45.2%) do not have any known driver mutations (termed as “missing driver events”) but have a preponderance of deletion events, including chromosome 3p deletion. Through signature analysis, we identified many known and novel signatures, including single-base signatures (n = 12), double-base signatures (n = 1), indel signatures (n = 9) and copy number signatures (n = 8). Many of these new signatures are involved in DNA repair and have unknown etiology and genome instability, implying an unprecedented dynamic mutational process possibly driven by complex interactions between viral and host genomes. By combining clinical, molecular and intra-tumor heterogeneity features, we constructed the first integrative survival model for NPC, providing a strong basis for patient prognosis and stratification. Taken together, we have performed one of the first integrative analyses of NPC genomes and brought unique genomic insights into tumorigenesis of a viral-driven cancer. MDPI 2023-02-15 /pmc/articles/PMC9953764/ /pubmed/36831585 http://dx.doi.org/10.3390/cancers15041243 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, Xiaodong Li, Yanjin Zhou, Xiang Zhu, Sinan Kaya, Neslihan A. Chan, Yun Shen Ma, Liang Xu, Miao Zhai, Weiwei An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer |
title | An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer |
title_full | An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer |
title_fullStr | An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer |
title_full_unstemmed | An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer |
title_short | An Integrative Analysis of Nasopharyngeal Carcinoma Genomes Unraveled Unique Processes Driving a Viral-Positive Cancer |
title_sort | integrative analysis of nasopharyngeal carcinoma genomes unraveled unique processes driving a viral-positive cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9953764/ https://www.ncbi.nlm.nih.gov/pubmed/36831585 http://dx.doi.org/10.3390/cancers15041243 |
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