Identification of novel serum biomarkers of hepatocellular carcinoma using glycomic analysis

被引:76
作者
Kamiyama, Toshiya [1 ]
Yokoo, Hideki [1 ]
Furukawa, Jun-Ichi [2 ,3 ]
Kurogochi, Masaki [2 ,3 ]
Togashi, Tomoaki [2 ,3 ]
Miura, Nobuaki [2 ,3 ]
Nakanishi, Kazuaki [1 ]
Kamachi, Hirofumi [4 ]
Kakisaka, Tatsuhiko [1 ]
Tsuruga, Yosuke [1 ]
Fujiyoshi, Masato [1 ]
Taketomi, Akinobu [1 ]
Nishimura, Shin-Ichiro [2 ,3 ]
Todo, Satoru [4 ]
机构
[1] Hokkaido Univ, Grad Sch Med, Dept Gastroenterol Surg 1, Sapporo, Hokkaido 0608638, Japan
[2] Hokkaido Univ, Grad Sch Life Sci, Sapporo, Hokkaido 0608638, Japan
[3] Hokkaido Univ, Frontier Res Ctr Postgenome Sci & Technol, Sapporo, Hokkaido 0608638, Japan
[4] Hokkaido Univ, Grad Sch Med, Dept Transplantat Surg, Sapporo, Hokkaido 0608638, Japan
基金
日本科学技术振兴机构;
关键词
GAMMA-CARBOXY PROTHROMBIN; ALPHA-FETOPROTEIN LEVELS; MICROVASCULAR INVASION; LIVER-TRANSPLANTATION; PROGNOSTIC-SIGNIFICANCE; HEPATIC RESECTION; NATIONWIDE SURVEY; TUMOR-MARKERS; RISK-FACTORS; CLASSIFICATION;
D O I
10.1002/hep.26262
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
The altered N-glycosylation of glycoproteins has been suggested to play an important role in the behavior of malignant cells. Using glycomics technology, we attempted to determine the specific and detailed N-glycan profile for hepatocellular carcinoma (HCC) and investigate the prognostic capabilities. From 1999 to 2011, 369 patients underwent primary curative hepatectomy in our facility and were followed up for a median of 60.7 months. As normal controls, 26 living Japanese related liver transplantation donors were selected not infected by hepatitis B and C virus. Their mean age was 40.0 and 15 (57.7%) were male. We used a glycoblotting method to purify N-glycans from preoperative blood samples from this cohort (10 L serum) which were then identified and quantified using mass spectrometry (MS). Correlations between the N-glycan levels and the clinicopathologic characteristics and outcomes for these patients were evaluated. Our analysis of the relative areas of all the sugar peaks identified by MS, totaling 67 N-glycans, revealed that a proportion had higher relative areas in the HCC cases compared with the normal controls. Fourteen of these molecules had an area under the curve of greater than 0.80. Analysis of the correlation between these 14 N-glycans and surgical outcomes by univariate and multivariate analysis identified G2890 (m/z value, 2890.052) as a significant recurrence factor and G3560 (m/z value, 3560.295) as a significant prognostic factor. G2890 and G3560 were found to be strongly correlated with tumor number, size, and vascular invasion. Conclusion: Quantitative glycoblotting based on whole serum N-glycan profiling is an effective approach to screening for new biomarkers. The G2890 and G3560 N-glycans determined by tumor glycomics appear to be promising biomarkers for malignant behavior in HCCs. (HEPATOLOGY 2013;)
引用
收藏
页码:2314 / 2325
页数:12
相关论文
共 39 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   Profiling of glycans in serum for the discovery of potential biomarkers for ovarian cancer [J].
An, Hyun Joo ;
Miyamoto, Suzanne ;
Lancaster, Katherine S. ;
Kirmiz, Crystal ;
Li, Bensheng ;
Lam, Kit S. ;
Leiserowitz, Gary S. ;
Lebrilla, Carlito B. .
JOURNAL OF PROTEOME RESEARCH, 2006, 5 (07) :1626-1635
[3]   Results of surgical and nonsurgical treatment for small-sized hepatocellular carcinomas: A retrospective and nationwide survey in Japan [J].
Arii, S ;
Yamaoka, Y ;
Futagawa, S ;
Inoue, K ;
Kobayashi, K ;
Kojiro, M ;
Makuuchi, M ;
Nakamura, Y ;
Okita, K ;
Yamada, R .
HEPATOLOGY, 2000, 32 (06) :1224-1229
[4]   Human serum N-glycan profiles are age and sex dependent [J].
Ding, Ning ;
Nie, Huan ;
Sun, Xuemei ;
Sun, Wei ;
Qu, Youpeng ;
Liu, Xia ;
Yao, Yuanfei ;
Liang, Xue ;
Chen, Cuiying Chitty ;
Li, Yu .
AGE AND AGEING, 2011, 40 (05) :568-575
[5]   Predictors of microvascular invasion in patients with hepatocellular carcinoma who are candidates for orthotopic liver transplantation [J].
Esnaola, NF ;
Lauwers, GY ;
Mirza, NQ ;
Nagorney, DM ;
Doherty, D ;
Ikai, I ;
Yamaoka, Y ;
Regimbeau, JM ;
Belghiti, J ;
Curley, SA ;
Ellis, LM ;
Vauthey, JN .
JOURNAL OF GASTROINTESTINAL SURGERY, 2002, 6 (02) :224-232
[6]   Hepatocellular carcinoma pathogenesis: from genes to environment [J].
Farazi, Paraskevi A. ;
DePinho, Ronald A. .
NATURE REVIEWS CANCER, 2006, 6 (09) :674-687
[7]   Tumor markers in early diagnosis, follow-up and management of patients with hepatocellular carcinoma [J].
Fujiyama, S ;
Tanaka, M ;
Maeda, S ;
Ashihara, H ;
Hirata, R ;
Tomita, K .
ONCOLOGY, 2002, 62 :57-63
[8]   Comprehensive approach to structural and functional glycomics based on chemoselective glycoblotting and sequential tag conversion [J].
Furukawa, Jun-ichi ;
Shinohara, Yasuro ;
Kuramoto, Hirornitsu ;
Miura, Yoshiaki ;
Shimaokat, Hideyuki ;
Kurogochi, Masaki ;
Nakano, Mika ;
Nishimura, Shin-Ichiro .
ANALYTICAL CHEMISTRY, 2008, 80 (04) :1094-1101
[9]  
Hanazaki K, 2001, AM J GASTROENTEROL, V96, P1243, DOI 10.1111/j.1572-0241.2001.03634.x
[10]   Prognostic impact of anatomic resection for hepatocellular carcinoma [J].
Hasegawa, K ;
Kokudo, N ;
Imamura, H ;
Matsuyama, Y ;
Aoki, T ;
Minagawa, M ;
Sano, K ;
Sugawara, Y ;
Takayama, T ;
Makuuchi, M .
ANNALS OF SURGERY, 2005, 242 (02) :252-259