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Analysis of Spatial Distribution and Prognostic Value of Different Pan Cytokeratin Immunostaining Intensities in Breast Tumor Tissue Sections
- 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.
- Subjects :
- 0301 basic medicine
Pathology
Receptor, ErbB-2
Metastasis
lcsh:Chemistry
0302 clinical medicine
lcsh:QH301-705.5
Spectroscopy
Aged, 80 and over
immunostaining
intensity slicing
General Medicine
Middle Aged
3. Good health
Computer Science Applications
Receptors, Estrogen
030220 oncology & carcinogenesis
histopathology
Keratins
Female
Receptors, Progesterone
Breast carcinoma
Adult
medicine.medical_specialty
Breast Neoplasms
epithelial
Biology
Spatial distribution
Article
Catalysis
Breast tumor
Inorganic Chemistry
03 medical and health sciences
Cytokeratin
Breast cancer
breast cancer
image analysis
Biomarkers, Tumor
medicine
Humans
metastasis
Physical and Theoretical Chemistry
Molecular Biology
Aged
Spatial Analysis
Organic Chemistry
medicine.disease
030104 developmental biology
lcsh:Biology (General)
lcsh:QD1-999
Histopathology
prognosis
pan cytokeratin
Immunostaining
Follow-Up Studies
Subjects
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