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Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is one of the deadliest cancer types with diverse etiological factors across the world. Although large scale genomic studies have been conducted in different countries, integrative analysis of HCC genomes and ethnic comparison across cohorts are lacking. Methods: We fi...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254249/ https://www.ncbi.nlm.nih.gov/pubmed/35832070 http://dx.doi.org/10.7150/thno.71676 |
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author | Kaya, Neslihan A. Chen, Jianbin Lai, Hannah Yang, Hechuan Ma, Liang Liu, Xiaodong Alvarez, Jacob Santiago Liu, Jin Hillmer, Axel M. Tai, David Sheng, Joe Yeong Poh Hu, Zheng Chan, Yun Shen Chow, Pierce K.H Mu, Yuguang Wuestefeld, Torsten Zhai, Weiwei |
author_facet | Kaya, Neslihan A. Chen, Jianbin Lai, Hannah Yang, Hechuan Ma, Liang Liu, Xiaodong Alvarez, Jacob Santiago Liu, Jin Hillmer, Axel M. Tai, David Sheng, Joe Yeong Poh Hu, Zheng Chan, Yun Shen Chow, Pierce K.H Mu, Yuguang Wuestefeld, Torsten Zhai, Weiwei |
author_sort | Kaya, Neslihan A. |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is one of the deadliest cancer types with diverse etiological factors across the world. Although large scale genomic studies have been conducted in different countries, integrative analysis of HCC genomes and ethnic comparison across cohorts are lacking. Methods: We first integrated genomes of 1,349 HCC patients from five large cohorts across the world and applied multiple statistical methods in identifying driver genes. Subsequently, we systematically compared HCC genomes and transcriptomes between Asians and Europeans using the TCGA cohort. Results: We identified 29 novel candidate driver genes, many of which are infrequent tumor suppressors driving late-stage tumor progression. When we systematically compared ethnic differences in the genomic landscape between Asian and European HCCs using the TCGA cohort (n = 348), we found little differences in driver frequencies. Through multi-modal integrative analysis, we found higher genomic instability in Asians together with a collection of molecular events ranging from tumor mutation burden (TMB), copy number alterations as well as transcriptomic subtypes segregating distinctively between two ethnic backgrounds. Strikingly, we identified an Asian specific transcriptomic subtype with multiple ethnically enriched genomic alterations, in particular chromosome 16 deletion, leading to a clinically aggressive RNA subgroup unique to Asians. Integrating multi-modal information, we found that survival models predict patient prognosis much better in Asians than in Europeans, demonstrating a higher potential for precision medicine applications in Asia. Conclusion: For the first time, we have uncovered an unprecedented amount of genomic differences segregating distinctively across ethnicities in HCC and highlighted the importance of differential disease biology and management in HCC across ethnic backgrounds. |
format | Online Article Text |
id | pubmed-9254249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-92542492022-07-12 Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma Kaya, Neslihan A. Chen, Jianbin Lai, Hannah Yang, Hechuan Ma, Liang Liu, Xiaodong Alvarez, Jacob Santiago Liu, Jin Hillmer, Axel M. Tai, David Sheng, Joe Yeong Poh Hu, Zheng Chan, Yun Shen Chow, Pierce K.H Mu, Yuguang Wuestefeld, Torsten Zhai, Weiwei Theranostics Research Paper Hepatocellular carcinoma (HCC) is one of the deadliest cancer types with diverse etiological factors across the world. Although large scale genomic studies have been conducted in different countries, integrative analysis of HCC genomes and ethnic comparison across cohorts are lacking. Methods: We first integrated genomes of 1,349 HCC patients from five large cohorts across the world and applied multiple statistical methods in identifying driver genes. Subsequently, we systematically compared HCC genomes and transcriptomes between Asians and Europeans using the TCGA cohort. Results: We identified 29 novel candidate driver genes, many of which are infrequent tumor suppressors driving late-stage tumor progression. When we systematically compared ethnic differences in the genomic landscape between Asian and European HCCs using the TCGA cohort (n = 348), we found little differences in driver frequencies. Through multi-modal integrative analysis, we found higher genomic instability in Asians together with a collection of molecular events ranging from tumor mutation burden (TMB), copy number alterations as well as transcriptomic subtypes segregating distinctively between two ethnic backgrounds. Strikingly, we identified an Asian specific transcriptomic subtype with multiple ethnically enriched genomic alterations, in particular chromosome 16 deletion, leading to a clinically aggressive RNA subgroup unique to Asians. Integrating multi-modal information, we found that survival models predict patient prognosis much better in Asians than in Europeans, demonstrating a higher potential for precision medicine applications in Asia. Conclusion: For the first time, we have uncovered an unprecedented amount of genomic differences segregating distinctively across ethnicities in HCC and highlighted the importance of differential disease biology and management in HCC across ethnic backgrounds. Ivyspring International Publisher 2022-06-06 /pmc/articles/PMC9254249/ /pubmed/35832070 http://dx.doi.org/10.7150/thno.71676 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 Kaya, Neslihan A. Chen, Jianbin Lai, Hannah Yang, Hechuan Ma, Liang Liu, Xiaodong Alvarez, Jacob Santiago Liu, Jin Hillmer, Axel M. Tai, David Sheng, Joe Yeong Poh Hu, Zheng Chan, Yun Shen Chow, Pierce K.H Mu, Yuguang Wuestefeld, Torsten Zhai, Weiwei Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma |
title | Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma |
title_full | Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma |
title_fullStr | Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma |
title_full_unstemmed | Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma |
title_short | Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma |
title_sort | genome instability is associated with ethnic differences between asians and europeans in hepatocellular carcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254249/ https://www.ncbi.nlm.nih.gov/pubmed/35832070 http://dx.doi.org/10.7150/thno.71676 |
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