Serum biomarker panels for the diagnosis of gastric adenocarcinoma

被引:43
作者
Ahn, H. S. [1 ]
Shin, Y. S. [2 ]
Park, P. J. [2 ]
Kang, K. N. [2 ]
Kim, Y. [3 ]
Lee, H-J [4 ]
Yang, H-K [4 ]
Kim, C. W. [5 ,6 ]
机构
[1] Seoul Natl Univ, Dept Surg, Boramae Hosp, Seoul, South Korea
[2] Seoul Natl Univ, Coll Med, BioInfra Inc, Canc Res Inst, Seoul, South Korea
[3] Seoul Natl Univ, Coll Nat Sci, Dept Stat, Seoul 151742, South Korea
[4] Seoul Natl Univ, Coll Med, Dept Surg, Seoul, South Korea
[5] Seoul Natl Univ, Coll Med, Dept Pathol, Canc Res Inst, Seoul 151, South Korea
[6] Seoul Natl Univ, Coll Med, Tumor Immun Med Res Ctr, Seoul, South Korea
关键词
biomarker; gastric adenocarcinoma; diagnosis; screening; CA; 72-4; CLINICOPATHOLOGICAL FEATURES; CARCINOEMBRYONIC ANTIGEN; PROTEOMIC PATTERNS; CANCER STATISTICS; PROGNOSTIC VALUE; FOLLOW-UP; CA-19-9; INTERLEUKIN-6; CEA;
D O I
10.1038/bjc.2011.592
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BACKGROUND: Currently, serum biomarkers, which are sufficiently sensitive and specific for early detection and risk classification of gastric adenocarcinoma do not exist. Therefore, this study identified a panel of serum biomarkers for the diagnosis of gastric adenocarcinoma. METHODS: A 29-plex array platform with 29 biomarkers, consisting of 11 proteins discovered through proteomics and 18 previously known to be cancer-associated, was constructed. A test/training set consisting of 120 gastric adenocarcinoma and 120 control samples were examined. After 13 proteins were selected as candidate biomarkers, multivariate classification analyses were used to identify algorithms for diagnostic biomarker combinations. These algorithms were independently validated using a set of 95 gastric adenocarcinoma and 51 control samples. RESULTS: Epidermal growth factor receptor (EGFR), pro-apolipoprotein A1 (proApoA1), apolipoprotein A1, transthyretin (TTR), regulated upon activation, normally T-expressed and presumably secreted (RANTES), D-dimer, vitronectin (VN), interleukin-6, alpha-2 macroglobulin, C-reactive protein and plasminogen activator inhibitor-1 were selected as classifiers in the two algorithms. These algorithms differentiated between the majority of gastric adenocarcinoma and control serum samples in the training/test set with high accuracy (>88%). These algorithms also accurately classified in the validation set (>85%). CONCLUSION: Two panels of combinatorial biomarkers, including EGFR, TTR, RANTES, and VN, are developed, which are less invasive method for the diagnosis of gastric adenocarcinoma. They could supplement clinical gastroscopic evaluation of symptomatic patients to enhance diagnostic accuracy.
引用
收藏
页码:733 / 739
页数:7
相关论文
共 44 条
[11]   Prognostic value of carcinoembryonic antigen, CA 19-9 and CA 72-4 in gastric carcinoma [J].
Gaspar, MJ ;
Arribas, I ;
Coca, MC ;
Díez-Alonso, M .
TUMOR BIOLOGY, 2001, 22 (05) :318-322
[12]   Screening for gastric cancer: does it make sense? [J].
Genta, RM .
ALIMENTARY PHARMACOLOGY & THERAPEUTICS, 2004, 20 :42-47
[13]   Endoscopic resection of early gastric cancer [J].
Gotoda, Takuji .
GASTRIC CANCER, 2007, 10 (01) :1-11
[14]   Serum interleukin-6 and-10 levels in patients with gastric cancer [J].
Ikeguchi, Masahide ;
Hatada, Tomoko ;
Yamamoto, Manabu ;
Miyake, Takanori ;
Matsunaga, Tomonori ;
Fukumoto, Youji ;
Yamada, Yoshinori ;
Fukuda, Kenji ;
Saito, Hiroaki ;
Tatebe, Shigeru .
GASTRIC CANCER, 2009, 12 (02) :95-100
[15]   Clinical importance of preoperative carcinoembryonic antigen and carbohydrate antigen 19-9 levels in gastric cancer [J].
Ishigami, S ;
Natsugoe, S ;
Hokita, S ;
Che, XM ;
Tokuda, K ;
Nakajo, A ;
Iwashige, H ;
Tokushige, M ;
Watanabe, T ;
Takao, S ;
Aikou, T .
JOURNAL OF CLINICAL GASTROENTEROLOGY, 2001, 32 (01) :41-44
[16]   Cancer statistics, 2008 [J].
Jemal, Ahmedin ;
Siegel, Rebecca ;
Ward, Elizabeth ;
Hao, Yongping ;
Xu, Jiaquan ;
Murray, Taylor ;
Thun, Michael J. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2008, 58 (02) :71-96
[17]   Dual role of serum soluble E-cadherin as a biological marker of metastatic development in gastric cancer [J].
Juhasz, M ;
Ebert, MPA ;
Schulz, HU ;
Röcken, C ;
Molnar, B ;
Tulassay, Z ;
Malfertheiner, P .
SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY, 2003, 38 (08) :850-855
[18]   The multiplex bead array approach to identifying serum biomarkers associated with breast cancer [J].
Kim, Byoung Kwon ;
Lee, Jong Won ;
Park, Pil Je ;
Shin, Yong Sung ;
Lee, Won Young ;
Lee, Kyung Ae ;
Ye, Sena ;
Hyun, Heesun ;
Kang, Kyung Nam ;
Yeo, Donghwa ;
Kim, Youngdai ;
Ohn, Sung Yup ;
Noh, Dong Young ;
Kim, Chul Woo .
BREAST CANCER RESEARCH, 2009, 11 (02)
[19]   Clinical significances of preoperative serum interleukin-6 and C-reactive protein level in operable gastric cancer [J].
Kim, Do-Kyong ;
Oh, Sung Yong ;
Kwon, Hyuk-Chan ;
Lee, Suee ;
Kwon, Kyung A. ;
Kim, Byung Geun ;
Kim, Seong-Geun ;
Kim, Sung-Hyun ;
Jang, Jin Seok ;
Kim, Min Chan ;
Kim, Kyeong Hee ;
Han, Jin-Yeong ;
Kim, Hyo-Jin .
BMC CANCER, 2009, 9
[20]  
KODAMA I, 1995, INT SURG, V80, P45