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Recurrently deregulated lncRNAs in hepatocellular carcinoma

Author

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  • Yang Yang

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Lei Chen

    (International Co-operation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Institute, Second Military Medical University
    National Center for Liver Cancer)

  • Jin Gu

    (Tsinghua University)

  • Hanshuo Zhang

    (College of Engineering, Peking University)

  • Jiapei Yuan

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Qiuyu Lian

    (Tsinghua University)

  • Guishuai Lv

    (International Co-operation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Institute, Second Military Medical University)

  • Siqi Wang

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Yang Wu

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Yu-Cheng T. Yang

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Dongfang Wang

    (Tsinghua University)

  • Yang Liu

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Jing Tang

    (Wuhan General Hospital of Guangzhou Command)

  • Guijuan Luo

    (International Co-operation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Institute, Second Military Medical University)

  • Yang Li

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Long Hu

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Xinbao Sun

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Dong Wang

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Mingzhou Guo

    (Chinese PLA General Hospital)

  • Qiaoran Xi

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

  • Jianzhong Xi

    (College of Engineering, Peking University)

  • Hongyang Wang

    (International Co-operation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Institute, Second Military Medical University
    National Center for Liver Cancer)

  • Michael Q. Zhang

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University
    Tsinghua University
    Center for Systems Biology, The University of Texas at Dallas)

  • Zhi John Lu

    (MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University)

Abstract

Hepatocellular carcinoma (HCC) cells often invade the portal venous system and subsequently develop into portal vein tumour thrombosis (PVTT). Long noncoding RNAs (lncRNAs) have been associated with HCC, but a comprehensive analysis of their specific association with HCC metastasis has not been conducted. Here, by analysing 60 clinical samples’ RNA-seq data from 20 HCC patients, we have identified and characterized 8,603 candidate lncRNAs. The expression patterns of 917 recurrently deregulated lncRNAs are correlated with clinical data in a TCGA cohort and published liver cancer data. Matched array data from the 60 samples show that copy number variations (CNVs) and alterations in DNA methylation contribute to the observed recurrent deregulation of 235 lncRNAs. Many recurrently deregulated lncRNAs are enriched in co-expressed clusters of genes related to cell adhesion, immune response and metabolic processes. Candidate lncRNAs related to metastasis, such as HAND2-AS1, were further validated using RNAi-based loss-of-function assays. Thus, we provide a valuable resource of functional lncRNAs and biomarkers associated with HCC tumorigenesis and metastasis.

Suggested Citation

  • Yang Yang & Lei Chen & Jin Gu & Hanshuo Zhang & Jiapei Yuan & Qiuyu Lian & Guishuai Lv & Siqi Wang & Yang Wu & Yu-Cheng T. Yang & Dongfang Wang & Yang Liu & Jing Tang & Guijuan Luo & Yang Li & Long Hu, 2017. "Recurrently deregulated lncRNAs in hepatocellular carcinoma," Nature Communications, Nature, vol. 8(1), pages 1-13, April.
  • Handle: RePEc:nat:natcom:v:8:y:2017:i:1:d:10.1038_ncomms14421
    DOI: 10.1038/ncomms14421
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    Cited by:

    1. Steffen Fuchs & Clara Danßmann & Filippos Klironomos & Annika Winkler & Jörg Fallmann & Louisa-Marie Kruetzfeldt & Annabell Szymansky & Julian Naderi & Stephan H. Bernhart & Laura Grunewald & Konstant, 2023. "Defining the landscape of circular RNAs in neuroblastoma unveils a global suppressive function of MYCN," Nature Communications, Nature, vol. 14(1), pages 1-21, December.

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