S100-A10, thioredoxin, and S100-A6 as biomarkers of papillary thyroid carcinoma with lymph node metastasis identified by MALDI Imaging

被引:51
作者
Nipp, Martin [1 ]
Elsner, Mareike [2 ]
Balluff, Benjamin [2 ,3 ]
Meding, Stephan [2 ]
Sarioglu, Hakan [4 ]
Ueffing, Marius [4 ]
Rauser, Sandra [2 ]
Unger, Kristian [5 ]
Hoefler, Heinz [2 ,6 ]
Walch, Axel [2 ]
Zitzelsberger, Horst [1 ]
机构
[1] German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Dept Radiat Sci, Res Unit Radiat Cytogenet, D-85764 Neuherberg, Germany
[2] German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Inst Pathol, D-85764 Neuherberg, Germany
[3] Tech Univ Munich, Klinikum Rechts Isar, Dept Med 2, D-8000 Munich, Germany
[4] German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Res Unit Prot Sci, D-85764 Neuherberg, Germany
[5] Univ London Imperial Coll Sci Technol & Med, Hammersmith Hosp, Dept Surg & Canc, Human Canc Studies Grp, London, England
[6] Tech Univ Munich, Inst Pathol, Munich, Germany
来源
JOURNAL OF MOLECULAR MEDICINE-JMM | 2012年 / 90卷 / 02期
关键词
S100-A10; S100-A6; Thioredoxin; MALDI imaging; Papillary thyroid cancer; Metastasis; GROWTH-FACTOR-BETA; MASS-SPECTROMETRY; MESENCHYMAL TRANSITION; TGF-BETA; PLASMINOGEN ACTIVATION; PROTEIN EXPRESSION; BREAST-CANCER; S100A6; BRAF; PROGRESSION;
D O I
10.1007/s00109-011-0815-6
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
In papillary thyroid carcinoma (PTC), metastasis is a feature of an aggressive tumor phenotype. To identify protein biomarkers that distinguish patients with an aggressive tumor behavior, proteomic signatures in metastatic and non-metastatic tumors were investigated comparatively. In particular, matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry (IMS) was used to analyze primary tumor samples. We investigated a tumor cohort of PTC (n=118) that were matched for age, tumor stage, and gender. Proteomic screening by MALDI-IMS was performed for a discovery set (n=29). Proteins related to the discriminating mass peaks were identified by 1D-gel electrophoresis followed by mass spectrometry. The candidate proteins were subsequently validated by immunohistochemistry (IHC) using a tissue microarray for an independent PTC validation set (n=89). In this study, we found 36 mass-to-charge-ratio (m/z) species that specifically distinguished metastatic from non-metastatic tumors, among which m/z 11,608 was identified as thioredoxin, m/z 11,184 as S100-A10, and m/z 10,094 as S100-A6. Furthermore, using IHC on the validation set, we showed that the overexpression of these three proteins was highly associated with lymph node metastasis in PTC (p<0.005). For functional analysis of the metastasis-specific proteins, we performed an Ingenuity Pathway Analysis and discovered a strong relationship of all candidates with the TGF-beta-dependent EMT pathway. Our results demonstrated the potential application of the MALDI-IMS proteomic approach in identifying protein markers of metastasis in PTC. The novel protein markers identified in this study may be used for risk stratification regarding metastatic potential in PTC.
引用
收藏
页码:163 / 174
页数:12
相关论文
共 57 条
  • [11] Chen GA, 2002, CLIN CANCER RES, V8, P2298
  • [12] Papillary microcarcinoma of the thyroid - Prognostic significance of lymph node metastasis and multifocality
    Chow, SM
    Law, SCK
    Chan, JKC
    Au, SK
    Yau, S
    Lau, WH
    [J]. CANCER, 2003, 98 (01) : 31 - 40
  • [13] Plasminogen activation and cancer
    Dano, K
    Behrendt, N
    Hoyer-Hansen, G
    Johnsen, M
    Lund, LR
    Ploug, M
    Romer, J
    [J]. THROMBOSIS AND HAEMOSTASIS, 2005, 93 (04) : 676 - 681
  • [14] Increasing incidence of thyroid cancer in the United States, 1973-2002
    Davies, L
    Welch, HG
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2006, 295 (18): : 2164 - 2167
  • [15] MALDI Imaging Combined with Hierarchical Clustering as a New Tool for the Interpretation of Complex Human Cancers
    Deininger, Soeren-Oliver
    Ebert, Matthias P.
    Fuetterer, Arne
    Gerhard, Marc
    Roecken, Christoph
    [J]. JOURNAL OF PROTEOME RESEARCH, 2008, 7 (12) : 5230 - 5236
  • [16] Role of transforming growth factor beta in human cancer
    Elliott, RL
    Blobe, GC
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2005, 23 (09) : 2078 - 2093
  • [17] A proteomic approach to immune-madiated epithelial-mesenchymal transition
    Feighery, Ronan
    Maguire, Patricia
    Ryan, Michael R.
    McMorrow, Tara
    [J]. PROTEOMICS CLINICAL APPLICATIONS, 2008, 2 (7-8) : 1110 - 1117
  • [18] Transforming growth factor-β and epidermal growth factor synergistically stimulate epithelial to mesenchymal transition (EMT) through a MEK-dependent mechanism in primary cultured pig thyrocytes
    Grände, M
    Franzen, Å
    Karlsson, JO
    Ericson, LE
    Heldin, NE
    Nilsson, M
    [J]. JOURNAL OF CELL SCIENCE, 2002, 115 (22) : 4227 - 4236
  • [19] Concise Representation of Mass Spectrometry Images by Probabilistic Latent Semantic Analysis
    Hanselmann, Michael
    Kirchner, Marc
    Renard, Bernhard Y.
    Amstalden, Erika R.
    Glunde, Kristine
    Heeren, Ron M. A.
    Hamprecht, Fred A.
    [J]. ANALYTICAL CHEMISTRY, 2008, 80 (24) : 9649 - 9658
  • [20] Toward Digital Staining using Imaging Mass Spectrometry and Random Forests
    Hanselmann, Michael
    Kothe, Ullrich
    Kirchner, Marc
    Renard, Bernhard Y.
    Amstalden, Erika R.
    Glunde, Kristine
    Heeren, Ron M. A.
    Hamprecht, Fred A.
    [J]. JOURNAL OF PROTEOME RESEARCH, 2009, 8 (07) : 3558 - 3567