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...

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Main Authors: Kaya, Neslihan Arife, 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
Other Authors: School of Biological Sciences
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/171104
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1711042023-10-16T15:32:49Z Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma Kaya, Neslihan Arife 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 School of Biological Sciences Genome Institute of Singapore, A*STAR Science::Biological sciences Copy-number Intratumor Heterogeneity 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. National Medical Research Council (NMRC) Published version N.K is supported in part by the Singapore National Medical Research Council grants (TCR/015-NCC/2016, NMRC/CIRG/1454/2016). W.Z. is supported in part by the Strategic Priority Research Program of the Chinese Academy of Sciences (XDPB17), National Key R&D Program of China (2018YFC1406902), the National Natural Science Foundation of China (31970566). 2023-10-13T05:37:09Z 2023-10-13T05:37:09Z 2022 Journal Article Kaya, N. A., Chen, J., Lai, H., Yang, H., Ma, L., Liu, X., Alvarez, J. S., Liu, J., Hillmer, A. M., Tai, D., Sheng, J. Y. P., Hu, Z., Chan, Y. S., Chow, P. K. H., Mu, Y., Wuestefeld, T. & Zhai, W. (2022). Genome instability is associated with ethnic differences between Asians and Europeans in hepatocellular carcinoma. Theranostics, 12(10), 4703-4717. https://dx.doi.org/10.7150/thno.71676 1838-7640 https://hdl.handle.net/10356/171104 10.7150/thno.71676 35832070 10 12 4703 4717 en TCR/015-NCC/2016 NMRC/CIRG/1454/2016 Theranostics © 2022 The author(s). This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Biological sciences
Copy-number
Intratumor Heterogeneity
spellingShingle Science::Biological sciences
Copy-number
Intratumor Heterogeneity
Kaya, Neslihan Arife
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
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.
author2 School of Biological Sciences
author_facet School of Biological Sciences
Kaya, Neslihan Arife
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
format Article
author Kaya, Neslihan Arife
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 Arife
title 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_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_sort genome instability is associated with ethnic differences between asians and europeans in hepatocellular carcinoma
publishDate 2023
url https://hdl.handle.net/10356/171104
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