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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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 |
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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 |
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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. |
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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 |
_version_ |
1781793846349266944 |