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Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study
Intra-tumor heterogeneity (ITH) is a key challenge in cancer treatment, but previous studies have focused mainly on the genomic alterations without exploring phenotypic (transcriptomic and immune) heterogeneity. Using one of the largest prospective surgical cohorts for hepatocellular carcinoma (HCC)...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8973408/ https://www.ncbi.nlm.nih.gov/pubmed/35382356 http://dx.doi.org/10.1093/nsr/nwab192 |
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author | Zhai, Weiwei Lai, Hannah Kaya, Neslihan Arife Chen, Jianbin Yang, Hechuan Lu, Bingxin Lim, Jia Qi Ma, Siming Chew, Sin Chi Chua, Khi Pin Alvarez, Jacob Josiah Santiago Chen, Pauline Jieqi Chang, Mei Mei Wu, Lingyan Goh, Brian K P Chung, Alexander Yaw-Fui Chan, Chung Yip Cheow, Peng Chung Lee, Ser Yee Kam, Juinn Huar Kow, Alfred Wei-Chieh Ganpathi, Iyer Shridhar Chanwat, Rawisak Thammasiri, Jidapa Yoong, Boon Koon Ong, Diana Bee-Lan de Villa, Vanessa H Dela Cruz, Rouchelle D Loh, Tracy Jiezhen Wan, Wei Keat Zeng, Zeng Skanderup, Anders Jacobsen Pang, Yin Huei Madhavan, Krishnakumar Lim, Tony Kiat-Hon Bonney, Glenn Leow, Wei Qiang Chew, Valerie Dan, Yock Young Tam, Wai Leong Toh, Han Chong Foo, Roger Sik-Yin Chow, Pierce Kah-Hoe |
author_facet | Zhai, Weiwei Lai, Hannah Kaya, Neslihan Arife Chen, Jianbin Yang, Hechuan Lu, Bingxin Lim, Jia Qi Ma, Siming Chew, Sin Chi Chua, Khi Pin Alvarez, Jacob Josiah Santiago Chen, Pauline Jieqi Chang, Mei Mei Wu, Lingyan Goh, Brian K P Chung, Alexander Yaw-Fui Chan, Chung Yip Cheow, Peng Chung Lee, Ser Yee Kam, Juinn Huar Kow, Alfred Wei-Chieh Ganpathi, Iyer Shridhar Chanwat, Rawisak Thammasiri, Jidapa Yoong, Boon Koon Ong, Diana Bee-Lan de Villa, Vanessa H Dela Cruz, Rouchelle D Loh, Tracy Jiezhen Wan, Wei Keat Zeng, Zeng Skanderup, Anders Jacobsen Pang, Yin Huei Madhavan, Krishnakumar Lim, Tony Kiat-Hon Bonney, Glenn Leow, Wei Qiang Chew, Valerie Dan, Yock Young Tam, Wai Leong Toh, Han Chong Foo, Roger Sik-Yin Chow, Pierce Kah-Hoe |
author_sort | Zhai, Weiwei |
collection | PubMed |
description | Intra-tumor heterogeneity (ITH) is a key challenge in cancer treatment, but previous studies have focused mainly on the genomic alterations without exploring phenotypic (transcriptomic and immune) heterogeneity. Using one of the largest prospective surgical cohorts for hepatocellular carcinoma (HCC) with multi-region sampling, we sequenced whole genomes and paired transcriptomes from 67 HCC patients (331 samples). We found that while genomic ITH was rather constant across stages, phenotypic ITH had a very different trajectory and quickly diversified in stage II patients. Most strikingly, 30% of patients were found to contain more than one transcriptomic subtype within a single tumor. Such phenotypic ITH was found to be much more informative in predicting patient survival than genomic ITH and explains the poor efficacy of single-target systemic therapies in HCC. Taken together, we not only revealed an unprecedentedly dynamic landscape of phenotypic heterogeneity in HCC, but also highlighted the importance of studying phenotypic evolution across cancer types. |
format | Online Article Text |
id | pubmed-8973408 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-89734082022-04-04 Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study Zhai, Weiwei Lai, Hannah Kaya, Neslihan Arife Chen, Jianbin Yang, Hechuan Lu, Bingxin Lim, Jia Qi Ma, Siming Chew, Sin Chi Chua, Khi Pin Alvarez, Jacob Josiah Santiago Chen, Pauline Jieqi Chang, Mei Mei Wu, Lingyan Goh, Brian K P Chung, Alexander Yaw-Fui Chan, Chung Yip Cheow, Peng Chung Lee, Ser Yee Kam, Juinn Huar Kow, Alfred Wei-Chieh Ganpathi, Iyer Shridhar Chanwat, Rawisak Thammasiri, Jidapa Yoong, Boon Koon Ong, Diana Bee-Lan de Villa, Vanessa H Dela Cruz, Rouchelle D Loh, Tracy Jiezhen Wan, Wei Keat Zeng, Zeng Skanderup, Anders Jacobsen Pang, Yin Huei Madhavan, Krishnakumar Lim, Tony Kiat-Hon Bonney, Glenn Leow, Wei Qiang Chew, Valerie Dan, Yock Young Tam, Wai Leong Toh, Han Chong Foo, Roger Sik-Yin Chow, Pierce Kah-Hoe Natl Sci Rev RESEARCH ARTICLE Intra-tumor heterogeneity (ITH) is a key challenge in cancer treatment, but previous studies have focused mainly on the genomic alterations without exploring phenotypic (transcriptomic and immune) heterogeneity. Using one of the largest prospective surgical cohorts for hepatocellular carcinoma (HCC) with multi-region sampling, we sequenced whole genomes and paired transcriptomes from 67 HCC patients (331 samples). We found that while genomic ITH was rather constant across stages, phenotypic ITH had a very different trajectory and quickly diversified in stage II patients. Most strikingly, 30% of patients were found to contain more than one transcriptomic subtype within a single tumor. Such phenotypic ITH was found to be much more informative in predicting patient survival than genomic ITH and explains the poor efficacy of single-target systemic therapies in HCC. Taken together, we not only revealed an unprecedentedly dynamic landscape of phenotypic heterogeneity in HCC, but also highlighted the importance of studying phenotypic evolution across cancer types. Oxford University Press 2021-10-29 /pmc/articles/PMC8973408/ /pubmed/35382356 http://dx.doi.org/10.1093/nsr/nwab192 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of China Science Publishing & Media Ltd. 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/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | RESEARCH ARTICLE Zhai, Weiwei Lai, Hannah Kaya, Neslihan Arife Chen, Jianbin Yang, Hechuan Lu, Bingxin Lim, Jia Qi Ma, Siming Chew, Sin Chi Chua, Khi Pin Alvarez, Jacob Josiah Santiago Chen, Pauline Jieqi Chang, Mei Mei Wu, Lingyan Goh, Brian K P Chung, Alexander Yaw-Fui Chan, Chung Yip Cheow, Peng Chung Lee, Ser Yee Kam, Juinn Huar Kow, Alfred Wei-Chieh Ganpathi, Iyer Shridhar Chanwat, Rawisak Thammasiri, Jidapa Yoong, Boon Koon Ong, Diana Bee-Lan de Villa, Vanessa H Dela Cruz, Rouchelle D Loh, Tracy Jiezhen Wan, Wei Keat Zeng, Zeng Skanderup, Anders Jacobsen Pang, Yin Huei Madhavan, Krishnakumar Lim, Tony Kiat-Hon Bonney, Glenn Leow, Wei Qiang Chew, Valerie Dan, Yock Young Tam, Wai Leong Toh, Han Chong Foo, Roger Sik-Yin Chow, Pierce Kah-Hoe Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study |
title | Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study |
title_full | Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study |
title_fullStr | Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study |
title_full_unstemmed | Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study |
title_short | Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study |
title_sort | dynamic phenotypic heterogeneity and the evolution of multiple rna subtypes in hepatocellular carcinoma: the planet study |
topic | RESEARCH ARTICLE |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8973408/ https://www.ncbi.nlm.nih.gov/pubmed/35382356 http://dx.doi.org/10.1093/nsr/nwab192 |
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