ABSTRACT
OBJECTIVES: The aim of this exploratory study was to evaluate whether three-dimensional texture analysis (3D-TA) features of non-contrast-enhanced T1 weighted MRI associate with traditional prognostic factors and disease-free survival (DFS) of breast cancer. METHODS: 3D-T1 weighted images from 78 patients with 81 malignant histopathologically verified breast lesions were retrospectively analysed using standard-size volumes of interest. Grey-level co-occurrence matrix (GLCM)-based features were selected for statistical analysis. In statistics the Mann-Whitney U and the Kruskal-Wallis tests, the Cox proportional hazards model and the Kaplan-Meier method were used. RESULTS: Tumours with higher histological grade were significantly associated with higher contrast (1 voxel: p = 0.033, 2 voxels: p = 0.036). All the entropy parameters showed significant correlation with tumour grade (p = 0.015-0.050) but there were no statistically significant associations between other TA parameters and tumour grade. The Nottingham Prognostic Index (NPI) was correlated with contrast and sum entropy parameters. A higher sum variance TA parameter was a significant predictor of shorter DFS. CONCLUSION: Texture parameters, assessed by 3D-TA from non-enhanced T1 weighted images, indicate tumour heterogeneity but have limited independent prognostic value. However, they are associated with tumour grade, NPI, and DFS. These parameters could be used as an adjunct to contrast-enhanced TA parameters. ADVANCES IN KNOWLEDGE: 3D-TA of non-contrast enhanced T1 weighted breast MRI associates with tumour grade, NPI, and DFS. The use of non-contrast 3D-TA parameters in adjunct with contrast-enhanced 3D-TA parameters warrants further research.
Subject(s)
Breast Neoplasms/diagnostic imaging , Imaging, Three-Dimensional , Magnetic Resonance Imaging/methods , Adult , Aged , Aged, 80 and over , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Disease-Free Survival , Entropy , Female , Humans , Kaplan-Meier Estimate , Middle Aged , Neoplasm Grading , Prognosis , Proportional Hazards Models , Retrospective Studies , Statistics, Nonparametric , Tumor BurdenABSTRACT
INTRODUCTION: VEGF-C156S, a lymphangiogenesis-specific form of vascular endothelial growth factor C (VEGF-C), has been considered as a promising candidate for the experimental pro-lymphangiogenic treatment, as it lacks potential angiogenic effects. As a precursor to future clinical trials, the therapeutic efficacy and blood vascular side effects of VEGF-C and VEGF-C156S were compared in a large animal model of secondary lymphedema. Combination of lymphatic growth factor treatment and autologous lymph node transfer was used to normalize the lymphatic anatomy after surgical excision of lymphatic tissue. METHODS: Lymph vessels around the inguinal lymph node of female domestic pigs were destroyed in order to impair the normal lymphatic drainage from the hind limb. Local injections of adenoviruses (Ad) encoding VEGF-C or VEGF-C156S were used to enhance the regrowth of the lymphatic vasculature. AdLacZ (ß-galactosidase) and saline injections served as controls. RESULTS: Both VEGF-C and VEGF-C156S induced growth of new lymphatic vessels in the area of excision, although lymphangiogenesis was notably stronger after VEGF-C treatment. Also the transferred lymph nodes were best-preserved in the VEGF-C-treated pigs. Despite the enlargement of blood vessels following the VEGF-C therapy, no signs of sprouting angiogenesis or increased blood vascular permeability in the form of increased wound exudate volumes were observed. CONCLUSIONS: Our results show that VEGF-C provides the preferred alternative for growth factor therapy of lymphedema when compared to VEGF-C156S, due to the superior lymphangiogenic response and minor blood vessel effects. Furthermore, these observations suggest that activation of both VEGFR-2 and VEGFR-3 might be needed for efficient lymphangiogenesis.
