Back to Search Start Over

Analysis of Spatial Distribution and Prognostic Value of Different Pan Cytokeratin Immunostaining Intensities in Breast Tumor Tissue Sections

Authors :
Velicko Vranes
Nebojša T. Milošević
Marko Radulovic
Tijana Vujasinović
Nemanja Rajkovic
Ksenija Kanjer
Source :
International Journal of Molecular Sciences, Volume 21, Issue 12, International Journal of Molecular Sciences, Vol 21, Iss 4434, p 4434 (2020)
Publication Year :
2020
Publisher :
Multidisciplinary Digital Publishing Institute, 2020.

Abstract

Cancer risk prognosis could improve patient survival through early personalized treatment decisions. This is the first systematic analysis of the spatial and prognostic distribution of different pan cytokeratin immunostaining intensities in breast tumors. The prognostic model included 102 breast carcinoma patients, with distant metastasis occurrence as the endpoint. We segmented the full intensity range (0&ndash<br />255) of pan cytokeratin digitized immunostaining into seven discrete narrow grey level ranges: 0&ndash<br />130, 130&ndash<br />160, 160&ndash<br />180, 180&ndash<br />200, 200&ndash<br />220, 220&ndash<br />240, and 240&ndash<br />255. These images were subsequently examined by 33 major (GLCM), fractal and first-order statistics computational analysis features. Interestingly, while moderate intensities were strongly associated with metastasis outcome, high intensities of pan cytokeratin immunostaining provided no prognostic value even after an exhaustive computational analysis. The intense pan cytokeratin immunostaining was also relatively rare, suggesting the low differentiation state of epithelial cells. The observed variability in immunostaining intensities highlighted the intratumoral heterogeneity of the malignant cells and its association with a poor disease outcome. The prognostic importance of the moderate intensity range established by complex computational morphology analyses was supported by simple measurements of its immunostaining area which was associated with favorable disease outcome. This study reveals intratumoral heterogeneity of the pan cytokeratin immunostaining together with the prognostic evaluation and spatial distribution of its discrete intensities.

Details

Language :
English
ISSN :
14220067
Database :
OpenAIRE
Journal :
International Journal of Molecular Sciences
Accession number :
edsair.doi.dedup.....a415e6b5a658da55485ea471915e4554
Full Text :
https://doi.org/10.3390/ijms21124434