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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.
Affiliation
  • Zhai W; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Lai H; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Kaya NA; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Chen J; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Yang H; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Lu B; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Lim JQ; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Ma S; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Chew SC; Division of Surgery and Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore.
  • Chua KP; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Alvarez JJS; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Chen PJ; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Chang MM; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Wu L; Division of Surgery and Surgical Oncology, National Cancer Centre, Singapore 169610, Singapore.
  • Goh BKP; Department of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore 169608, Singapore.
  • Chung AY; Department of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore 169608, Singapore.
  • Chan CY; Department of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore 169608, Singapore.
  • Cheow PC; Department of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore 169608, Singapore.
  • Lee SY; Department of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore 169608, Singapore.
  • Kam JH; Department of Hepato-Pancreato-Biliary and Transplant Surgery, Singapore General Hospital, Singapore 169608, Singapore.
  • Kow AW; Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore.
  • Ganpathi IS; Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore.
  • Chanwat R; Hepato-Pancreato-Biliary Surgery Unit, Department of Surgery, National Cancer Institute, Bangkok 10310, Thailand.
  • Thammasiri J; Division of Pathology, National Cancer Institute, Bangkok 10400, Thailand.
  • Yoong BK; Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur 59100, Malaysia.
  • Ong DB; Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur 59100, Malaysia.
  • de Villa VH; Department of Surgery and Center for Liver Disease Management and Transplantation, The Medical City, Pasig City, Metro Manila, Philippines.
  • Dela Cruz RD; Department of Laboratories, The Medical City, Pasig City, Metro Manila, Philippines.
  • Loh TJ; Department of Pathology, Singapore General Hospital, Singapore 169608, Singapore.
  • Wan WK; Department of Pathology, Singapore General Hospital, Singapore 169608, Singapore.
  • Zeng Z; Institute for Infocomm Research, ASTAR, Singapore 138632, Singapore.
  • Skanderup AJ; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Pang YH; Department of Pathology, National University Health System, Singapore 119228, Singapore.
  • Madhavan K; Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore.
  • Lim TK; Department of Pathology, Singapore General Hospital, Singapore 169608, Singapore.
  • Bonney G; Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore.
  • Leow WQ; Department of Pathology, Singapore General Hospital, Singapore 169608, Singapore.
  • Chew V; Translational Immunology Institute (TII), SingHealth Duke-NUS Academic Medical Centre, Singapore 168753, Singapore.
  • Dan YY; Division of Gastroenterology and Hepatology, University Medicine Cluster, National University Hospital, Singapore 119228, Singapore.
  • Tam WL; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Toh HC; Division of Medical Oncology, National Cancer Center Singapore, Singapore 169610, Singapore.
  • Foo RS; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
  • Chow PK; Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore.
Natl Sci Rev ; 9(3): nwab192, 2022 Mar.
Article in En | MEDLINE | ID: mdl-35382356
ABSTRACT
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.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Natl Sci Rev Year: 2022 Document type: Article Affiliation country: Singapur

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Natl Sci Rev Year: 2022 Document type: Article Affiliation country: Singapur