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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)...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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.
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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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