메뉴 건너뛰기




Volumn 41, Issue 6, 2011, Pages 564-571

Data mining reveals complex interactions of risk factors and clinical feature profiling associated with the staging of non-hepatitis B virus/non-hepatitis C virus-related hepatocellular carcinoma

(22)  Kawaguchi, Takumi a   Kakuma, Tatsuyuki a   Yatsuhashi, Hiroshi b   Watanabe, Hiroshi c   Saitsu, Hideki d   Nakao, Kazuhiko e   Taketomi, Akinobu f   Ohta, Satoshi g   Tabaru, Akinari h   Takenaka, Kenji i   Mizuta, Toshihiko j   Nagata, Kenji k   Komorizono, Yasuji l   Fukuizumi, Kunitaka d   Seike, Masataka m   Matsumoto, Shuichi n   Maeshiro, Tatsuji o   Tsubouchi, Hirohito p   Muro, Toyokichi q   Inoue, Osami r   more..


Author keywords

Data mining; Disease progression; Hepatoma; Non viral hepatitis; Tumor marker

Indexed keywords

ALANINE AMINOTRANSFERASE; ALPHA FETOPROTEIN; ASPARTATE AMINOTRANSFERASE; DECARBOXYPROTHROMBIN;

EID: 79957571513     PISSN: 13866346     EISSN: 1872034X     Source Type: Journal    
DOI: 10.1111/j.1872-034X.2011.00799.x     Document Type: Article
Times cited : (17)

References (51)
  • 2
    • 78649985219 scopus 로고    scopus 로고
    • The pathogenesis, complications and therapeutic strategy for hepatitis C virus-associated insulin resistance in the era of anti-viral treatment
    • Kawaguchi T, Taniguchi E, Itou M, Sumie S, Yamagishi SI, Sata M. The pathogenesis, complications and therapeutic strategy for hepatitis C virus-associated insulin resistance in the era of anti-viral treatment. Rev Recent Clin Trials 2010; 5: 147-57.
    • (2010) Rev Recent Clin Trials , vol.5 , pp. 147-157
    • Kawaguchi, T.1    Taniguchi, E.2    Itou, M.3    Sumie, S.4    Yamagishi, S.I.5    Sata, M.6
  • 3
    • 77951456114 scopus 로고    scopus 로고
    • Nonalcoholic fatty liver disease and hepatocellular carcinoma: a weighty connection
    • Starley BQ, Calcagno CJ, Harrison SA. Nonalcoholic fatty liver disease and hepatocellular carcinoma: a weighty connection. Hepatology 2010; 51: 1820-32.
    • (2010) Hepatology , vol.51 , pp. 1820-1832
    • Starley, B.Q.1    Calcagno, C.J.2    Harrison, S.A.3
  • 4
    • 75349095780 scopus 로고    scopus 로고
    • Changing trends in hepatitis C infection over the past 50 years in Japan
    • Chung H, Ueda T, Kudo M. Changing trends in hepatitis C infection over the past 50 years in Japan. Intervirology 2010; 53: 39-43.
    • (2010) Intervirology , vol.53 , pp. 39-43
    • Chung, H.1    Ueda, T.2    Kudo, M.3
  • 5
    • 77953724339 scopus 로고    scopus 로고
    • The changing pattern of epidemiology in hepatocellular carcinoma
    • Nordenstedt H, White DL, El-Serag HB. The changing pattern of epidemiology in hepatocellular carcinoma. Dig Liver Dis 2010; 42 (Suppl 3): S206-14.
    • (2010) Dig Liver Dis , vol.42 , Issue.3 SUPPL.
    • Nordenstedt, H.1    White, D.L.2    El-Serag, H.B.3
  • 6
    • 73549095772 scopus 로고    scopus 로고
    • Evolution of prognostic factors in hepatocellular carcinoma in Japan
    • Nouso K, Kobayashi Y, Nakamura S etal. Evolution of prognostic factors in hepatocellular carcinoma in Japan. Aliment Pharmacol Ther 2010; 31: 407-14.
    • (2010) Aliment Pharmacol Ther , vol.31 , pp. 407-414
    • Nouso, K.1    Kobayashi, Y.2    Nakamura, S.3
  • 7
    • 44649158914 scopus 로고    scopus 로고
    • Declining incidence of hepatocellular carcinoma in Osaka, Japan, from 1990 to 2003
    • Tanaka H, Imai Y, Hiramatsu N etal. Declining incidence of hepatocellular carcinoma in Osaka, Japan, from 1990 to 2003. Ann Intern Med 2008; 148: 820-6.
    • (2008) Ann Intern Med , vol.148 , pp. 820-826
    • Tanaka, H.1    Imai, Y.2    Hiramatsu, N.3
  • 8
    • 79551698086 scopus 로고    scopus 로고
    • The incidence of hepatocellular carcinoma associated with hepatitis C infection decreased in Kyushu area
    • Taura N, Fukushima N, Yatsuhashi H etal. The incidence of hepatocellular carcinoma associated with hepatitis C infection decreased in Kyushu area. Med Sci Monit 2010; 17: PH7-11.
    • (2010) Med Sci Monit , vol.17
    • Taura, N.1    Fukushima, N.2    Yatsuhashi, H.3
  • 11
    • 0036829556 scopus 로고    scopus 로고
    • Risk factors for hepatocellular carcinoma: synergism of alcohol with viral hepatitis and diabetes mellitus
    • Hassan MM, Hwang LY, Hatten CJ etal. Risk factors for hepatocellular carcinoma: synergism of alcohol with viral hepatitis and diabetes mellitus. Hepatology 2002; 36: 1206-13.
    • (2002) Hepatology , vol.36 , pp. 1206-1213
    • Hassan, M.M.1    Hwang, L.Y.2    Hatten, C.J.3
  • 12
    • 7044269466 scopus 로고    scopus 로고
    • Hepatocellular carcinoma: recent trends in Japan
    • Kiyosawa K, Umemura T, Ichijo T etal. Hepatocellular carcinoma: recent trends in Japan. Gastroenterology 2004; 127: S17-26.
    • (2004) Gastroenterology , vol.127
    • Kiyosawa, K.1    Umemura, T.2    Ichijo, T.3
  • 13
    • 37249089420 scopus 로고    scopus 로고
    • Predictive data mining in clinical medicine: current issues and guidelines
    • Bellazzi R, Zupan B. Predictive data mining in clinical medicine: current issues and guidelines. Int J Med Inform 2008; 77: 81-97.
    • (2008) Int J Med Inform , vol.77 , pp. 81-97
    • Bellazzi, R.1    Zupan, B.2
  • 14
  • 18
    • 67650925221 scopus 로고    scopus 로고
    • Methodological considerations, such as directed acyclic graphs, for studying "acute on chronic" disease epidemiology: chronic obstructive pulmonary disease example
    • Tsai CL, Camargo CA Jr. Methodological considerations, such as directed acyclic graphs, for studying "acute on chronic" disease epidemiology: chronic obstructive pulmonary disease example. J Clin Epidemiol 2009; 62: 982-90.
    • (2009) J Clin Epidemiol , vol.62 , pp. 982-990
    • Tsai, C.L.1    Camargo Jr, C.A.2
  • 19
    • 77954369987 scopus 로고    scopus 로고
    • A predictive model of response to peginterferon ribavirin in chronic hepatitis C using classification and regression tree analysis
    • Kurosaki M, Matsunaga K, Hirayama I etal. A predictive model of response to peginterferon ribavirin in chronic hepatitis C using classification and regression tree analysis. Hepatol Res 2010; 40: 251-60.
    • (2010) Hepatol Res , vol.40 , pp. 251-260
    • Kurosaki, M.1    Matsunaga, K.2    Hirayama, I.3
  • 20
    • 79957545532 scopus 로고    scopus 로고
    • Pretreatment prediction of response to peginterferon plus ribavirin therapy in genotype 1 chronic hepatitis C using data mining analysis
    • in press).
    • Kurosaki M, Sakamoto N, Iwasaki M etal. Pretreatment prediction of response to peginterferon plus ribavirin therapy in genotype 1 chronic hepatitis C using data mining analysis. J Gastroenterol 2010 (in press).
    • (2010) J Gastroenterol
    • Kurosaki, M.1    Sakamoto, N.2    Iwasaki, M.3
  • 21
    • 0018883380 scopus 로고
    • The threshold approach to clinical decision making
    • Pauker SG, Kassirer JP. The threshold approach to clinical decision making. N Engl J Med 1980; 302: 1109-17.
    • (1980) N Engl J Med , vol.302 , pp. 1109-1117
    • Pauker, S.G.1    Kassirer, J.P.2
  • 22
    • 67349199190 scopus 로고    scopus 로고
    • Tips for teachers of evidence-based medicine: making sense of decision analysis using a decision tree
    • Lee A, Joynt GM, Ho AM, Keitz S, McGinn T, Wyer PC. Tips for teachers of evidence-based medicine: making sense of decision analysis using a decision tree. J Gen Intern Med 2009; 24: 642-8.
    • (2009) J Gen Intern Med , vol.24 , pp. 642-648
    • Lee, A.1    Joynt, G.M.2    Ho, A.M.3    Keitz, S.4    McGinn, T.5    Wyer, P.C.6
  • 23
    • 70649090978 scopus 로고    scopus 로고
    • Identification of serum biomarkers for pancreatic adenocarcinoma by proteomic analysis
    • Guo J, Wang W, Liao P etal. Identification of serum biomarkers for pancreatic adenocarcinoma by proteomic analysis. Cancer Sci 2009; 100: 2292-301.
    • (2009) Cancer Sci , vol.100 , pp. 2292-2301
    • Guo, J.1    Wang, W.2    Liao, P.3
  • 24
    • 68249159491 scopus 로고    scopus 로고
    • Defining the surgical management of suspected early-stage ovarian cancer by estimating patient numbers through alternative management strategies
    • Warwick J, Vardaki E, Fattizzi N etal. Defining the surgical management of suspected early-stage ovarian cancer by estimating patient numbers through alternative management strategies. BJOG 2009; 116: 1225-41.
    • (2009) BJOG , vol.116 , pp. 1225-1241
    • Warwick, J.1    Vardaki, E.2    Fattizzi, N.3
  • 25
    • 37149003891 scopus 로고    scopus 로고
    • Management of hepatocellular carcinoma in Japan: consensus-based clinical practice manual proposed by the Japan Society of Hepatology
    • Kudo M, Okanoue T. Management of hepatocellular carcinoma in Japan: consensus-based clinical practice manual proposed by the Japan Society of Hepatology. Oncology 2007; 72 (Suppl 1): 2-15.
    • (2007) Oncology , vol.72 , Issue.1 SUPPL. , pp. 2-15
    • Kudo, M.1    Okanoue, T.2
  • 26
    • 0345299824 scopus 로고    scopus 로고
    • Liver transplantation for the treatment of small hepatocellular carcinomas in patients with cirrhosis
    • Mazzaferro V, Regalia E, Doci R etal. Liver transplantation for the treatment of small hepatocellular carcinomas in patients with cirrhosis. N Engl J Med 1996; 334: 693-9.
    • (1996) N Engl J Med , vol.334 , pp. 693-699
    • Mazzaferro, V.1    Regalia, E.2    Doci, R.3
  • 27
    • 0034614637 scopus 로고    scopus 로고
    • The hallmarks of cancer
    • Hanahan D, Weinberg RA. The hallmarks of cancer. Cell 2000; 100: 57-70.
    • (2000) Cell , vol.100 , pp. 57-70
    • Hanahan, D.1    Weinberg, R.A.2
  • 29
    • 55749089424 scopus 로고    scopus 로고
    • Des-gamma-carboxyprothrombin: clinical effectiveness and biochemical importance
    • Inagaki Y, Tang W, Xu H etal. Des-gamma-carboxyprothrombin: clinical effectiveness and biochemical importance. Biosci Trends 2008; 2: 53-60.
    • (2008) Biosci Trends , vol.2 , pp. 53-60
    • Inagaki, Y.1    Tang, W.2    Xu, H.3
  • 30
    • 0032573632 scopus 로고    scopus 로고
    • Alpha-fetoprotein enhances the proliferation of human hepatoma cells in vitro
    • Wang XW, Xie H. Alpha-fetoprotein enhances the proliferation of human hepatoma cells in vitro. Life Sci 1999; 64: 17-23.
    • (1999) Life Sci , vol.64 , pp. 17-23
    • Wang, X.W.1    Xie, H.2
  • 31
    • 0027682631 scopus 로고
    • Des-gamma-carboxy (abnormal) prothrombin and hepatocellular carcinoma: a critical review
    • Weitz IC, Liebman HA. Des-gamma-carboxy (abnormal) prothrombin and hepatocellular carcinoma: a critical review. Hepatology 1993; 18: 990-7.
    • (1993) Hepatology , vol.18 , pp. 990-997
    • Weitz, I.C.1    Liebman, H.A.2
  • 32
    • 0036297393 scopus 로고    scopus 로고
    • Tumor markers in early diagnosis, follow-up and management of patients with hepatocellular carcinoma
    • Fujiyama S, Tanaka M, Maeda S, Ashihara H, Hirata R, Tomita K. Tumor markers in early diagnosis, follow-up and management of patients with hepatocellular carcinoma. Oncology 2002; 62 (Suppl 1): 57-63.
    • (2002) Oncology , vol.62 , Issue.1 SUPPL. , pp. 57-63
    • Fujiyama, S.1    Tanaka, M.2    Maeda, S.3    Ashihara, H.4    Hirata, R.5    Tomita, K.6
  • 33
    • 7044229746 scopus 로고    scopus 로고
    • Newer markers for hepatocellular carcinoma
    • Marrero JA, Lok AS. Newer markers for hepatocellular carcinoma. Gastroenterology 2004; 127: S113-19.
    • (2004) Gastroenterology , vol.127
    • Marrero, J.A.1    Lok, A.S.2
  • 34
    • 40949109774 scopus 로고    scopus 로고
    • Epidemiology of hepatocellular carcinoma in USA
    • El-Serag HB. Epidemiology of hepatocellular carcinoma in USA. Hepatol Res 2007; 37 (Suppl 2): S88-94.
    • (2007) Hepatol Res , vol.37 , Issue.2 SUPPL.
    • El-Serag, H.B.1
  • 35
    • 0842321807 scopus 로고    scopus 로고
    • Diabetes increases the risk of chronic liver disease and hepatocellular carcinoma
    • El-Serag HB, Tran T, Everhart JE. Diabetes increases the risk of chronic liver disease and hepatocellular carcinoma. Gastroenterology 2004; 126: 460-8.
    • (2004) Gastroenterology , vol.126 , pp. 460-468
    • El-Serag, H.B.1    Tran, T.2    Everhart, J.E.3
  • 36
    • 77951966835 scopus 로고    scopus 로고
    • Importance of hepatitis C virus-associated insulin resistance: therapeutic strategies for insulin sensitization
    • Kawaguchi T, Sata M. Importance of hepatitis C virus-associated insulin resistance: therapeutic strategies for insulin sensitization. World J Gastroenterol 2010; 16: 1943-52.
    • (2010) World J Gastroenterol , vol.16 , pp. 1943-1952
    • Kawaguchi, T.1    Sata, M.2
  • 37
    • 77950610186 scopus 로고    scopus 로고
    • Association of exogenous insulin or sulphonylurea treatment with an increased incidence of hepatoma in patients with hepatitis C virus infection
    • Kawaguchi T, Taniguchi E, Morita Y etal. Association of exogenous insulin or sulphonylurea treatment with an increased incidence of hepatoma in patients with hepatitis C virus infection. Liver Int 2010; 30: 479-86.
    • (2010) Liver Int , vol.30 , pp. 479-486
    • Kawaguchi, T.1    Taniguchi, E.2    Morita, Y.3
  • 38
    • 0036219298 scopus 로고    scopus 로고
    • Diabetes mellitus may be associated with hepatocarcinogenesis in patients with chronic hepatitis C
    • Tazawa J, Maeda M, Nakagawa M etal. Diabetes mellitus may be associated with hepatocarcinogenesis in patients with chronic hepatitis C. Dig Dis Sci 2002; 47: 710-15.
    • (2002) Dig Dis Sci , vol.47 , pp. 710-715
    • Tazawa, J.1    Maeda, M.2    Nakagawa, M.3
  • 39
    • 77949873345 scopus 로고    scopus 로고
    • Silibinin inhibits ethanol metabolism and ethanol-dependent cell proliferation in an in vitro model of hepatocellular carcinoma
    • Brandon-Warner E, Sugg JA, Schrum LW, McKillop IH. Silibinin inhibits ethanol metabolism and ethanol-dependent cell proliferation in an in vitro model of hepatocellular carcinoma. Cancer Lett 2010; 291: 120-9.
    • (2010) Cancer Lett , vol.291 , pp. 120-129
    • Brandon-Warner, E.1    Sugg, J.A.2    Schrum, L.W.3    McKillop, I.H.4
  • 40
    • 77954816203 scopus 로고    scopus 로고
    • Glucose-regulated protein 78 (GRP78) silencing enhances cell migration but does not influence cell proliferation in hepatocellular carcinoma
    • Chang YJ, Chiu CC, Wu CH etal. Glucose-regulated protein 78 (GRP78) silencing enhances cell migration but does not influence cell proliferation in hepatocellular carcinoma. Ann Surg Oncol 2010; 17: 1703-9.
    • (2010) Ann Surg Oncol , vol.17 , pp. 1703-1709
    • Chang, Y.J.1    Chiu, C.C.2    Wu, C.H.3
  • 41
    • 2542609844 scopus 로고    scopus 로고
    • Smad3 as a mediator of the fibrotic response
    • Flanders KC. Smad3 as a mediator of the fibrotic response. Int J Exp Pathol 2004; 85: 47-64.
    • (2004) Int J Exp Pathol , vol.85 , pp. 47-64
    • Flanders, K.C.1
  • 42
    • 77952574852 scopus 로고    scopus 로고
    • Pathogenesis of alcoholic liver disease: the role of nuclear receptors
    • Gyamfi MA, Wan YJ. Pathogenesis of alcoholic liver disease: the role of nuclear receptors. Exp Biol Med (Maywood) 2010; 235: 547-60.
    • (2010) Exp Biol Med (Maywood) , vol.235 , pp. 547-560
    • Gyamfi, M.A.1    Wan, Y.J.2
  • 43
    • 77952568396 scopus 로고    scopus 로고
    • Hallmarks of cancer: interactions with the tumor stroma
    • Pietras K, Ostman A. Hallmarks of cancer: interactions with the tumor stroma. Exp Cell Res 2010; 316: 1324-31.
    • (2010) Exp Cell Res , vol.316 , pp. 1324-1331
    • Pietras, K.1    Ostman, A.2
  • 44
    • 77951233373 scopus 로고    scopus 로고
    • Cancer associated fibroblasts (CAFs) in tumor microenvironment
    • Xing F, Saidou J, Watabe K. Cancer associated fibroblasts (CAFs) in tumor microenvironment. Front Biosci 2010; 15: 166-79.
    • (2010) Front Biosci , vol.15 , pp. 166-179
    • Xing, F.1    Saidou, J.2    Watabe, K.3
  • 45
    • 0034177223 scopus 로고    scopus 로고
    • Unique clinical characteristics of patients with hepatocellular carcinoma who present with high plasma des-gamma-carboxy prothrombin and low serum alpha-fetoprotein
    • Hamamura K, Shiratori Y, Shiina S etal. Unique clinical characteristics of patients with hepatocellular carcinoma who present with high plasma des-gamma-carboxy prothrombin and low serum alpha-fetoprotein. Cancer 2000; 88: 1557-64.
    • (2000) Cancer , vol.88 , pp. 1557-1564
    • Hamamura, K.1    Shiratori, Y.2    Shiina, S.3
  • 46
    • 37549061023 scopus 로고    scopus 로고
    • Lens culinaris agglutinin-reactive alpha-fetoprotein and protein induced by vitamin K absence II are potential indicators of a poor prognosis: a histopathological study of surgically resected hepatocellular carcinoma
    • Miyaaki H, Nakashima O, Kurogi M, Eguchi K, Kojiro M. Lens culinaris agglutinin-reactive alpha-fetoprotein and protein induced by vitamin K absence II are potential indicators of a poor prognosis: a histopathological study of surgically resected hepatocellular carcinoma. J Gastroenterol 2007; 42: 962-8.
    • (2007) J Gastroenterol , vol.42 , pp. 962-968
    • Miyaaki, H.1    Nakashima, O.2    Kurogi, M.3    Eguchi, K.4    Kojiro, M.5
  • 47
    • 31144478870 scopus 로고    scopus 로고
    • Prognostic significance of simultaneous measurement of three tumor markers in patients with hepatocellular carcinoma
    • Toyoda H, Kumada T, Kiriyama S etal. Prognostic significance of simultaneous measurement of three tumor markers in patients with hepatocellular carcinoma. Clin Gastroenterol Hepatol 2006; 4: 111-17.
    • (2006) Clin Gastroenterol Hepatol , vol.4 , pp. 111-117
    • Toyoda, H.1    Kumada, T.2    Kiriyama, S.3
  • 48
    • 0034843450 scopus 로고    scopus 로고
    • Cryptogenic cirrhosis and posttransplantation nonalcoholic fatty liver disease
    • Ong J, Younossi ZM, Reddy V etal. Cryptogenic cirrhosis and posttransplantation nonalcoholic fatty liver disease. Liver Transpl 2001; 7: 797-801.
    • (2001) Liver Transpl , vol.7 , pp. 797-801
    • Ong, J.1    Younossi, Z.M.2    Reddy, V.3
  • 49
    • 77952730428 scopus 로고    scopus 로고
    • The incidence and risk factors of hepatocellular carcinoma in patients with nonalcoholic steatohepatitis
    • Ascha MS, Hanouneh IA, Lopez R, Tamimi TA, Feldstein AF, Zein NN. The incidence and risk factors of hepatocellular carcinoma in patients with nonalcoholic steatohepatitis. Hepatology 2010; 51: 1972-8.
    • (2010) Hepatology , vol.51 , pp. 1972-1978
    • Ascha, M.S.1    Hanouneh, I.A.2    Lopez, R.3    Tamimi, T.A.4    Feldstein, A.F.5    Zein, N.N.6
  • 50
    • 29144458866 scopus 로고    scopus 로고
    • The characteristics and natural history of Japanese patients with nonalcoholic fatty liver disease
    • Hashimoto E, Yatsuji S, Kaneda H etal. The characteristics and natural history of Japanese patients with nonalcoholic fatty liver disease. Hepatol Res 2005; 33: 72-6.
    • (2005) Hepatol Res , vol.33 , pp. 72-76
    • Hashimoto, E.1    Yatsuji, S.2    Kaneda, H.3
  • 51
    • 66649135527 scopus 로고    scopus 로고
    • Visceral fat accumulation is an independent risk factor for hepatocellular carcinoma recurrence after curative treatment in patients with suspected NASH
    • Ohki T, Tateishi R, Shiina S etal. Visceral fat accumulation is an independent risk factor for hepatocellular carcinoma recurrence after curative treatment in patients with suspected NASH. Gut 2009; 58: 839-44.
    • (2009) Gut , vol.58 , pp. 839-844
    • Ohki, T.1    Tateishi, R.2    Shiina, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.