aMAP risk score predicts hepatocellular carcinoma development in patients with chronic hepatitis

被引:270
作者
Fan, Rong [1 ]
Papatheodoridis, George [2 ]
Sun, Jian [1 ]
Innes, Hamish [3 ]
Toyoda, Hidenori [4 ]
Xie, Qing [5 ]
Mo, Shuyuan [6 ]
Sypsa, Vana [7 ]
Guha, Indra Neil [8 ,9 ]
Kumada, Takashi [10 ]
Niu, Junqi [11 ]
Dalekos, George [12 ]
Yasuda, Satoshi [4 ]
Barnes, Eleanor [13 ,14 ]
Lian, Jianqi [15 ]
Suri, Vithika [6 ]
Idilman, Ramazan [16 ]
Barclay, Stephen T. [17 ]
Dou, Xiaoguang [18 ]
Berg, Thomas [19 ]
Hayes, Peter C. [20 ]
Flaherty, John F. [6 ]
Zhou, Yuanping [1 ]
Zhang, Zhengang [21 ]
Buti, Maria [22 ]
Hutchinson, Sharon J. [3 ]
Guo, Yabing [1 ]
Calleja, Jose Luis [23 ]
Lin, Lanjia [6 ]
Zhao, Longfeng [24 ]
Chen, Yongpeng [1 ]
Janssen, Harry L. A. [25 ]
Zhu, Chaonan [26 ]
Shi, Lei [26 ]
Tang, Xiaoping [27 ]
Gaggar, Anuj [6 ]
Wei, Lai [28 ]
Jia, Jidong [29 ]
Irving, William L. [8 ,9 ]
Johnson, Philip J. [30 ]
Lampertico, Pietro [31 ,32 ]
Hou, Jinlin [1 ]
机构
[1] Southern Med Univ, Nanfang Hosp, Dept Infect Dis, State Key Lab Organ Failure Res,Guangdong Prov Ke, Guangzhou, Peoples R China
[2] Natl & Kapodistrian Univ Athens, Laiko Gen Hosp, Dept Gastroenterol, Med Sch, Athens, Greece
[3] Glasgow Caledonian Univ, Sch Hlth & Life Sci, Glasgow, Lanark, Scotland
[4] Ogaki Municipal Hosp, Dept Gastroenterol & Hepatol, Ogaki, Japan
[5] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Infect Dis, Sch Med, Shanghai, Peoples R China
[6] Gilead Sci, Foster City, CA USA
[7] Natl & Kapodistrian Univ Athens, Dept Hyg Epidemiol & Med Stat, Med Sch, Athens, Greece
[8] Nottingham Univ Hosp NHS Trust, NIHR Nottingham Biomed Res Ctr, Nottingham, England
[9] Univ Nottingham, Nottingham, England
[10] Gifu Kyoritsu Univ, Dept Nursing, Ogaki, Japan
[11] Jilin Univ, Hosp 1, Dept Hepatol, Changchun, Peoples R China
[12] Thessalia Univ, Dept Internal Med, Med Sch, Larisa, Greece
[13] Univ Oxford, Nuffield Dept Med, Peter Medawar Bldg Pathogen Res, Oxford, England
[14] Univ Oxford, Oxford NIHR Biomed Res Ctr, Oxford, England
[15] Fourth Mil Med Univ, Tangdu Hosp, Ctr Infect Dis, Xian, Peoples R China
[16] Univ Ankara, Dept Gastroenterol, Med Sch, Ankara, Turkey
[17] Glasgow Royal Infirm, Glasgow, Lanark, Scotland
[18] China Med Univ, Dept Infect Dis, Shengjing Hosp, Shenyang, Peoples R China
[19] Univ Clin Leipzig, Div Hepatol, Clin & Polyclin Gastroenterol Hepatol Infect Dis, Leipzig, Germany
[20] Royal Infirm Edinburgh NHS Trust, Edinburgh, Midlothian, Scotland
[21] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Gastroenterol, Wuhan, Peoples R China
[22] Hosp Gen Univ Valle Hebron & Ciberehd, Barcelona, Spain
[23] Hosp U Puerta de Hierro, IDIPHIM CIBERehd, Madrid, Spain
[24] Shanxi Med Univ, Dept Infect Dis, Hosp 1, Taiyuan, Peoples R China
[25] Univ Hlth Network, Toronto Western & Gen Hosp, Liver Clin, Toronto, ON, Canada
[26] Hangzhou YITU Healthcare Technol Co Ltd, Big Data Res & Biostat Ctr, Hangzhou, Peoples R China
[27] Guangzhou Eighth Peoples Hosp, Guangzhou, Peoples R China
[28] Peking Univ, Hepatol Inst, Peoples Hosp, Beijing, Peoples R China
[29] Capital Med Univ, Beijing Friendship Hosp, Liver Res Ctr, Beijing, Peoples R China
[30] Univ Liverpool, Dept Mol & Clin Canc Med, 2nd Floor Sherrington Bldg,Ashton St, Liverpool L69 3GE, Merseyside, England
[31] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Div Gastroenterol & Hepatol, CRC AM & A Migliavacca Ctr Liver Dis, Milan, Italy
[32] Univ Milan, Dept Pathophysiol & Transplantat, Milan, Italy
基金
中国国家自然科学基金; 英国医学研究理事会;
关键词
HCC; Risk score; Hepatitis B virus; Hepatitis C virus; Non-alcoholic fatty liver disease; COST-EFFECTIVENESS; SURVEILLANCE; SYSTEM; GRADE;
D O I
10.1016/j.jhep.2020.07.025
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background & Aims: Hepatocellular carcinoma (HCC) is the leading cause of death in patients with chronic hepatitis. In this international collaboration, we sought to develop a global universal HCC risk score to predict the HCC development for patients with chronic hepatitis. Methods: A total of 17,374 patients, comprising 10,578 treated Asian patients with chronic hepatitis B (CHB), 2,510 treated Caucasian patients with CHB, 3,566 treated patients with hepatitis C virus (including 2,489 patients with cirrhosis achieving a sustained virological response) and 720 patients with non-viral hepatitis (NVH) from 11 international prospective observational cohorts or randomised controlled trials, were divided into a training cohort (3,688 Asian patients with CHB) and 9 validation cohorts with different aetiologies and ethnicities (n = 13,686). Results: We developed an HCC risk score, called the aMAP score (ranging from 0 to 100), that involves only age, male, albumin-bilirubin and platelets. This metric performed excellently in assessing HCC risk not only in patients with hepatitis of different aetiologies, but also in those with different ethnicities (C-index: 0.82-0.87). Cut-off values of 50 and 60 were best for discriminating HCC risk. The 3- or 5-year cumulative incidences of HCC were 0-0.8%, 1.5-4.8%, and 8.1-19.9% in the low- (n = 7,413, 43.6%), medium- (n = 6,529, 38.4%), and high-risk (n = 3,044, 17.9%) groups, respectively. The cut-off value of 50 was associated with a sensitivity of 85.7-100% and a negative predictive value of 99.3-100%. The cut-off value of 60 resulted in a specificity of 56.6-95.8% and a positive predictive value of 6.6-15.7%. Conclusions: This objective, simple, reliable risk score based on 5 common parameters accurately predicted HCC development, regardless of aetiology and ethnicity, which could help to establish a risk score-guided HCC surveillance strategy worldwide. Lay summary: In this international collaboration, we developed and externally validated a simple, objective and accurate prognostic tool (called the aMAP score), that involves only age, male, albumin-bilirubin and platelets. The aMAP score (ranged from 0 to 100) satisfactorily predicted the risk of hepatocellular carcinoma (HCC) development among over 17,000 patients with viral and non-viral hepatitis from 11 global prospective studies. Our findings show that the aMAP score had excellent discrimination and calibration in assessing the 5-year HCC risk among all the cohorts irrespective of aetiology and ethnicity. (C) 2020 European Association for the Study of the Liver. Published by Elsevier B.V.
引用
收藏
页码:1368 / 1378
页数:11
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