MALDI-imaging reveals thymosin beta-4 as an independent prognostic marker for colorectal cancer

被引:29
|
作者
Gemoll, Timo [1 ,2 ]
Strohkamp, Sarah [1 ,2 ]
Schillo, Katharina [1 ,2 ]
Thorns, Christoph [3 ]
Habermann, Jens K. [1 ,2 ]
机构
[1] Med Univ Lubeck, Sect Translat Surg Oncol & Biobanking, Dept Surg, Campus Lubeck, D-23538 Lubeck, Germany
[2] Univ Med Ctr Schleswig Holstein, Lubeck, Germany
[3] Univ Med Ctr Schleswig Holstein, Dept Pathol, Lubeck, Germany
关键词
mass spectrometry; genomic instability; aneuploidy; Tb-4; prognosis; TISSUE-SECTIONS; MASS-SPECTROMETRY; METASTASIS; CELLS; IDENTIFICATION; DISCOVERY; PROTEINS; INVASION; GENES; MS;
D O I
10.18632/oncotarget.6103
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
DNA aneuploidy has been identified as a prognostic factor for epithelial malignancies. Matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry (IMS) is a powerful tool for direct analysis of multiple proteins in tissue sections while maintaining the cellular and molecular integrity. We compared diploid and aneuploid colon cancer tissues against normal mucosa of the colon by means of IMS. DNA image cytometry determined the ploidy status of tissue samples that were subsequently subjected to MALDI-IMS. After obtaining protein profiles through direct analysis of tissue sections, a discovery and independent validation set were used to predict ploidy status by applying proteomic classification algorithms [Supervised Neural Network (SNN) and Receiver Operating Characteristic (ROC)]. Five peaks (m/z 2,395 and 4,977 for diploid vs. aneuploid comparison as well as m/z 3,376, 6,663, and 8,581 for normal mucosa vs. carcinoma comparison) were significant in both SNN and ROC analysis. Among these, m/z 4,977 was identified as thymosin beta 4 (T beta-4). T beta-4 was subsequently validated in clinical samples using a tissue microarray to predict overall survival in colon cancer patients.
引用
收藏
页码:43869 / 43880
页数:12
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