Literature DB >> 15105811

Karyometry detects subvisual differences in chromatin organization state between cribriform and flat high-grade prostatic intraepithelial neoplasia.

Rodolfo Montironi1, Deborah Thompson, Marina Scarpelli, Roberta Mazzucchelli, Prasanthi Peketi, Peter W Hamilton, David G Bostwick, Peter H Bartels.   

Abstract

This digital texture analysis-based study evaluates the chromatin organization state in flat and cribriform high-grade prostatic intraepithelial neoplasia (PIN), in the adjacent normal looking secretory epithelium and in the co-occurring adenocarcinoma. Digital texture analysis (karyometry) was carried out on hematoxylin and eosin-stained sections from 24 radical prostatectomy specimens with high-grade PIN (12 with flat and 12 with cribriform architectural pattern, respectively) and cancer. Quantification was also conducted on the normal looking secretory epithelium. Discriminant analysis and the nonsupervised learning algorithm P-index were used to identify suitable subsets of features useful for the discrimination and classification of pathological groups and to explore multivariate data structure in the pathological subgroups. The average nuclear abnormality increases monotonically from the histologically normal appearing secretory epithelium to high-grade PIN and to adenocarcinoma. The nuclei from the so-called perimeter compartment of the flat high-grade PIN lesions show a higher nuclear abnormality compared to the nuclei of the cribriform high-grade PINs. Discriminant analysis shows that flat and cribriform high-grade PINs fall into two populations. Processing by the nonsupervised learning algorithm P-index revealed the existence of three well-defined, distinct subpopulations of nuclei of different chromatin phenotype. In the flat high-grade PIN lesions the proportions of nuclei in the three subpopulations are 16.5% (low abnormality), 25.0% (mid abnormality) and 58.5% (high abnormality), respectively. In the cribriform high-grade PIN lesions, 100% of the nuclei are in the mid-abnormality subpopulation. These differences are also discernible in the co-occurring adenocarcinoma and the histologically normal appearing secretory epithelium. To conclude, karyometry and statistical analysis detect the existence of distinct cell subpopulations of different chromatin packaging and phenotype, with the nuclei from the flat high-grade PIN lesions, adjacent normal looking epithelium and co-occurring adenocarcinoma expressing a greater nuclear abnormality than in the specimens with cribriform high-grade PIN.

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Year:  2004        PMID: 15105811     DOI: 10.1038/modpathol.3800142

Source DB:  PubMed          Journal:  Mod Pathol        ISSN: 0893-3952            Impact factor:   7.842


  4 in total

Review 1.  Vitamin D metabolism and action in the prostate: implications for health and disease.

Authors:  Srilatha Swami; Aruna V Krishnan; David Feldman
Journal:  Mol Cell Endocrinol       Date:  2011-06-01       Impact factor: 4.102

2.  Knowledge discovery processing and data mining in karyometry.

Authors:  Peter H Bartels; Rodolfo Montironi; Marina Scarpelli; Hubert G Bartels; David S Alberts
Journal:  Anal Quant Cytol Histol       Date:  2009-06       Impact factor: 0.302

3.  Use of 1,25α dihydroxyvitamin D3 as a cryosensitizing agent in a murine prostate cancer model.

Authors:  K L Santucci; K K Snyder; J M Baust; R G Van Buskirk; V Mouraviev; T J Polascik; A A Gage; J G Baust
Journal:  Prostate Cancer Prostatic Dis       Date:  2011-01-11       Impact factor: 5.554

4.  Prediction of non-muscle invasive bladder cancer recurrence using machine learning of quantitative nuclear features.

Authors:  Naoto Tokuyama; Akira Saito; Ryu Muraoka; Shuya Matsubara; Takeshi Hashimoto; Naoya Satake; Jun Matsubayashi; Toshitaka Nagao; Aashiq H Mirza; Hans-Peter Graf; Eric Cosatto; Chin-Lee Wu; Masahiko Kuroda; Yoshio Ohno
Journal:  Mod Pathol       Date:  2021-10-29       Impact factor: 7.842

  4 in total

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