Portal de Periódicos da CAPES

Ductal Carcinoma In Situ of the Breast: A Comparative Analysis of Histology, Nuclear Area, Ploidy, and Neovascularization Provides Differentiation Between Low- and High-Grade Tumors

2002; Wiley; Volume: 8; Issue: 3 Linguagem: Inglês

10.1046/j.1524-4741.2002.08303.x

1524-4741

Amparo Ruı́z, Sergio Almenar, Miguel Jover Cerdá, Juan José Hidalgo, Alfonso Puchades, Antonio Llombart‐Bosch,

Radiomics and Machine Learning in Medical Imaging

Ductal carcinoma in situ (DCIS) is a heterogeneous group of lesions that has been subdivided into three types: well differentiated (grade I), moderately differentiated (grade II), and poorly differentiated (grade III). Forty-five cases of DCIS were analyzed for image analysis: nuclear area, DNA ploidy, and vascularization in order to establish a more precise correlation between the histologic grade and these morphometric parameters. Our results confirm that the mean nuclear area, DNA ploidy, and microvessel density (MVD) progressively increased from DCIS grade I to DCIS grade III. The analysis of the nuclear area in relationship to DCIS grading demonstrated a progressive increase of values between grades I/II to grade III, but these data have no statistical significance. An analysis of DNA ploidy demonstrated significant differences between grades I/III (p < 0.05), but there was no statistical significance between grades I/II, grades II/III, or both (p > 0.005). The analysis of MVD was extremely significant between grades I/III (p < 0.001) and grades II/III (p < 0.001), but between grades I/II, these values showed no significant differences (p > 0.05). Based on this study, it can be concluded that image analysis techniques confirm how DCIS presents morphometric values that increase from DCIS grade I to DCIS grade III and that within this spectrum, DCIS grade III can be identified as a group of tumors presenting a large nuclear area, aneuploid DNA, and abundant vascular neogenesis, confirming that this neoplasm displays more aggressive patterns than the other two types. These criteria should justify a higher rate of tumor progression to DCIS grade III.