Background and Aim Hepatitis B virus (HBV), hepatitis C virus, alcohol consumption, and non-alcoholic fatty liver disease are the major known risk factors for hepatocellular carcinoma (HCC). There have been very few studies comparing the underlying biological mechanisms associated with the different etiologies of HCC. In this study, we hypothesized the existence of different regulatory networks associated with different liver disease etiologies involved in hepatocarcinogenesis. Methods Using upstream regulatory analysis tool in ingenuity pathway analysis software, upstream regulators (URs) were predicted using differential expressed genes for HCC to facilitate the interrogation of global gene regulation. Results Analysis of regulatory networks for HBV HCC revealed E2F1 as activated UR, regulating genes involved in cell cycle and DNA replication, and HNF4A and HNF1A as inhibited UR. In hepatitis C virus HCC, interferon-gamma, involved in cellular movement and signaling, was activated, while IL1RN, mitogen-activated protein kinase 1 involved in interleukin 22 signaling and immune response, was inhibited. In alcohol consumption HCC, ERBB2 involved in inflammatory response and cellular movement was activated, whereas HNF4A and NUPR1 were inhibited. For HCC derived from non-alcoholic fatty liver disease, miR-1249-5p was activated, and NUPR1 involved in cell cycle and apoptosis was inhibited. The prognostic value of representative genes identified in the regulatory networks for HBV HCC can be further validated by an independent HBV HCC dataset established in our laboratory with survival data. Conclusions Our study identified functionally distinct candidate URs for HCC developed from different etiologic risk factors. Further functional validation studies of these regulatory networks could facilitate the management of HCC towards personalized medicine.
机构:
Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Kim, Se Ik
Lee, Ji Won
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Seoul Natl Univ, Bundang Hosp, Med Res Ctr, Gongwu Genom Med Inst, Seongnam, South Korea
Seoul Natl Univ, Coll Med, Dept Biomed Sci, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Lee, Ji Won
Lee, Nara
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Lee, Nara
Lee, Maria
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Lee, Maria
Kim, Hee Seung
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Kim, Hee Seung
Chung, Hyun Hoon
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Chung, Hyun Hoon
Kim, Jae-Weon
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Kim, Jae-Weon
Park, Noh Hyun
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Park, Noh Hyun
Song, Yong-Sang
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Seoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
Song, Yong-Sang
Seo, Jeong-Sun
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Seoul Natl Univ, Bundang Hosp, Med Res Ctr, Gongwu Genom Med Inst, Seongnam, South Korea
Seoul Natl Univ, Coll Med, Dept Biomed Sci, Seoul, South Korea
Macrogen Inc, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Obstet & Gynecol, Daehak Ro, Seoul, South Korea
机构:
Hampden Sydney Coll, Brown Student Ctr, Dept Biol, Hargadon Lab, Box 837, Hampden Sydney, VA 23943 USAHampden Sydney Coll, Brown Student Ctr, Dept Biol, Hargadon Lab, Box 837, Hampden Sydney, VA 23943 USA
Hargadon, Kristian M.
Gyorffy, Balazs
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TTK Canc Biomarker Res Grp, Magyar Tudosok Korutja 2, H-1117 Budapest, Hungary
Semmelweis Univ, Dept Bioinformat, Tuzolto U 7-9, H-1094 Budapest, Hungary
Semmelweis Univ, Dept Pediat 2, Tuzolto U 7-9, H-1094 Budapest, HungaryHampden Sydney Coll, Brown Student Ctr, Dept Biol, Hargadon Lab, Box 837, Hampden Sydney, VA 23943 USA
Gyorffy, Balazs
Strong, Elijah W.
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Hampden Sydney Coll, Brown Student Ctr, Dept Biol, Hargadon Lab, Box 837, Hampden Sydney, VA 23943 USAHampden Sydney Coll, Brown Student Ctr, Dept Biol, Hargadon Lab, Box 837, Hampden Sydney, VA 23943 USA
机构:
Univ N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Lineberger Comprehens Canc Ctr, Chapel Hill, NC USAUniv N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Roque, Dario R.
Makowski, Liza
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Lineberger Comprehens Canc Ctr, Chapel Hill, NC USA
Univ N Carolina, Dept Nutr, Chapel Hill, NC USAUniv N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Makowski, Liza
Chen, Ting-Huei
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Univ Laval, Dept Math & Stat, Quebec City, PQ, CanadaUniv N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Chen, Ting-Huei
Rashid, Naim
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Univ N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Univ N Carolina, Dept Biostat, Chapel Hill, NC USAUniv N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Rashid, Naim
Hayes, D. Neil
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Lineberger Comprehens Canc Ctr, Chapel Hill, NC USA
Univ N Carolina, Div Hematol & Oncol, Chapel Hill, NC USAUniv N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Hayes, D. Neil
Bae-Jump, Victoria
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Univ N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
Lineberger Comprehens Canc Ctr, Chapel Hill, NC USAUniv N Carolina, Div Gynecol Oncol, CB 7572,Phys Off Bldg Rm B105, Chapel Hill, NC 27599 USA
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Liu, Po-Hong
Hsu, Chia-Yang
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Taipei Vet Gen Hosp, Dept Surg, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Hsu, Chia-Yang
Lee, Yun-Hsuan
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Taipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Lee, Yun-Hsuan
Su, Chien-Wei
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Taipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Su, Chien-Wei
Hsia, Cheng-Yuan
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Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, Taiwan
Univ Nevada, Sch Med, Dept Internal Med, Reno, NV 89557 USATaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Hsia, Cheng-Yuan
Huang, Yi-Hsiang
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Taipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Inst Clin Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Huang, Yi-Hsiang
Chiou, Yi-You
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Taipei Vet Gen Hosp, Dept Radiol, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Chiou, Yi-You
Lin, Han-Chieh
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Taipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Lin, Han-Chieh
Huo, Teh-Ia
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Taipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
Natl Yang Ming Univ, Sch Med, Inst Pharmacol, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei 11217, Taiwan
机构:
Curriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
MD PhD Program, Chapel Hill, NC USA
Dept Genet, Chapel Hill, NC 27599 USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Dinh, Timothy A.
Vitucci, Eva C. M.
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Dept Genet, Chapel Hill, NC 27599 USA
Postbaccalaureate Res Educ Program, Chapel Hill, NC USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Vitucci, Eva C. M.
Wauthier, Eliane
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Dept Cell Biol & Physiol, Chapel Hill, NC USA
Program Mol Biol & Biotechnol, Chapel Hill, NC USA
Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Wauthier, Eliane
Graham, Rondell P.
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机构:
Mayo Clin, Dept Lab Med & Pathol, Rochester, MN USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Graham, Rondell P.
Pitman, Wendy A.
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Dept Genet, Chapel Hill, NC 27599 USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Pitman, Wendy A.
Oikawa, Tsunekazu
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机构:
Dept Cell Biol & Physiol, Chapel Hill, NC USA
Program Mol Biol & Biotechnol, Chapel Hill, NC USA
Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Oikawa, Tsunekazu
Chen, Mengjie
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机构:
Dept Genet, Chapel Hill, NC 27599 USA
Dept Biostat, Chapel Hill, NC USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Chen, Mengjie
Silva, Grace O.
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机构:
Dept Genet, Chapel Hill, NC 27599 USA
Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
Curriculum Bioinformat & Computat Biol, Chapel Hill, NC USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Silva, Grace O.
Greene, Kevin G.
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机构:
Univ North Carolina Chapel Hill, Dept Pathol & Lab Med, Chapel Hill, NC USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Greene, Kevin G.
Torbenson, Michael S.
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机构:
Mayo Clin, Dept Lab Med & Pathol, Rochester, MN USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Torbenson, Michael S.
Reid, Lola M.
论文数: 0引用数: 0
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机构:
Dept Cell Biol & Physiol, Chapel Hill, NC USA
Program Mol Biol & Biotechnol, Chapel Hill, NC USA
Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Reid, Lola M.
Sethupathy, Praveen
论文数: 0引用数: 0
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机构:
Curriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA
Dept Genet, Chapel Hill, NC 27599 USA
Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USACurriculum Genet & Mol Biol, Chapel Hill, NC 27599 USA