Back to Search
Start Over
Immunohistochemical Analysis and Prognostic Value of Cathepsin D Determination in Laryngeal Squamous Cell Carcinoma
- Source :
- Journal of Chemical Information and Computer Sciences (now called Journal of Chemical Information and Modeling); May 22, 2000, Vol. 40 Issue: 3 p545-549, 5p
- Publication Year :
- 2000
-
Abstract
- Cathepsin D, a protease with the capability of degrading matrix proteins, is implicated in the process of breast and colorectal cancer invasion and metastasis. Biochemical studies in laryngeal cancer have shown a potential prognostic significance of cathepsin D content determination. We studied immunohistochemical positivity of cathepsin D in tumor epithelium and stroma of 61 surgical specimens of squamous cell laryngeal cancer. Immunohistochemical reaction was quantitatively assessed using a PC-based image analysis system SFORM-VAMS. The results were correlated to clinical and morphological parameters and survival. Immunohistochemical positivity was noted in neoplastic cells and tumor stroma. Significant prognostic value for cathepsin D was established separately for epithelial tumor component and tumor stroma using log-rank test, the Cox proportional hazards regression model, and C4.5 machine learning system. In all groups, patients above the median cathepsin D staining showed significantly shorter survival time. C4.5 machine learning system extracted cutoff values for the decision tree that defines the probabilities of patients survival and death with high sensitivity (92.8% alive, 73.6% dead), 100% specificity, and 86.9% accuracy. This makes immunohistochemical cathepsin D estimation an independent prognostic parameter in laryngeal carcinomas within a 5-year period from the time of tumor surgery.
Details
- Language :
- English
- ISSN :
- 00952338 and 15205142
- Volume :
- 40
- Issue :
- 3
- Database :
- Supplemental Index
- Journal :
- Journal of Chemical Information and Computer Sciences (now called Journal of Chemical Information and Modeling)
- Publication Type :
- Periodical
- Accession number :
- ejs1108082