Published June 22, 2020 | Version v.1
Journal article Open

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

  • 1. Department of Basic and Environmental Science, Instituto Tecnológico de Santo Domingo (INTEC)
  • 2. Department of Experimental Oncology, Institute for Oncology and Radiology, 11000 Belgrade, Serbia; tijana.vujasinovic@bio-techne.com (T.V.)
  • 3. Department of Biophysics, School of Medicine, University of Belgrade, 11000 Belgrade, Serbia; nemanja.rajkovic@med.bg.ac.rs (N.R.); nebojsa.milosevic@med.bg.ac.rs (N.T.M.)
  • 4. Department of Experimental Oncology, Institute for Oncology and Radiology, 11000 Belgrade, Serbia;; kanjer@ncrc.ac.rs (K.K.)
  • 5. Department of Biophysics, School of Medicine, University of Belgrade, 11000 Belgrade, Serbia; nebojsa.milosevic@med.bg.ac.rs (N.T.M.)
  • 6. Department of Experimental Oncology, Institute for Oncology and Radiology, 11000 Belgrade, Serbia; marko@radulovic.net

Description

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 (0–255) of pan cytokeratin digitized immunostaining into seven discrete narrow grey level ranges: 0–130, 130–160, 160–180, 180–200, 200–220, 220–240, and 240–255. 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. 

Notes

This work was supported by Instituto Tecnológico de Santo Domingo (INTEC) of the Dominican Republic and by the Ministry of Education, Science, and Technological Development of the Republic of Serbia

Files

Analysis of Spatial Distribution and Prognostic Value of Different Pan Cytokeratin Immunostaining Intensities in Breast Tumor Tissue Sections. ijms-21-04434.pdf

Additional details

Related works

Is derived from
https://www.mdpi.com/1422-0067/21/12/4434 (URL)
Is identical to
PMC7352516 (pmcid)

Funding

Ministry of Education, Science and Technological Development
Molecular biomarkers of breast carcinoma and follow-up-dependent changes of thier relevance 175068