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Dynamic phenotypic heterogeneity and the evolution of multiple RNA subtypes in hepatocellular carcinoma: the PLANET study.

Weiwei ZhaiHannah LaiNeslihan Arife KayaJianbin ChenHechuan YangBingxin LuJia Qi LimSiming MaSin Chi ChewKhi Pin ChuaJacob Josiah Santiago AlvarezPauline Jieqi ChenMei Mei ChangLingyan WuBrian K P GohAlexander Yaw-Fui ChungChung Yip ChanPeng Chung CheowSer Yee LeeJuinn Huar KamAlfred Wei-Chieh KowShridhar Ganpathi IyerRawisak ChanwatJidapa ThammasiriBoon Koon YoongDiana Bee-Lan OngVanessa H de VillaRouchelle D Dela CruzTracy Jiezhen LohWei Keat WanZeng ZengAnders Jacobsen SkanderupYin Huei PangKrishnakumar MadhavanTony Kiat-Hon LimGlenn BonneyWei Qiang LeowValerie ChewYock Young DanWai Leong TamHan Chong TohRoger Sik-Yin FooPierce Kah-Hoe Chow
Published in: National science review (2021)
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.
Keyphrases
  • single cell
  • end stage renal disease
  • ejection fraction
  • chronic kidney disease
  • newly diagnosed
  • prognostic factors
  • squamous cell carcinoma
  • copy number
  • gene expression
  • case report
  • genome wide
  • drug induced