Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

Differentiating the lymph node metastasis of breast cancer through dynamic contrast-enhanced magnetic resonance imaging

View through CrossRef
Objective: Lymph node metastasis is an important trait of breast cancer, and tumors with different lymph node statuses require various clinical treatments. This study was designed to evaluate the lymph node metastasis of breast cancer through pharmacokinetic and histogram analysis via dynamic contrast-enhanced (DCE) MRI. Methods and materials: A retrospective analysis was conducted to quantitatively evaluate the lymph node statuses of patients with breast cancer. A total of 75 patients, i.e. 34 patients with lymph node metastasis and 41 patients without lymph node metastasis, were involved in this research. Of the patients with lymph node metastases, 19 had sentinel lymph node metastasis, and 15 had axillary lymph node metastasis. MRI was conducted using a 3.0 T imaging device. Segmentation was carried out on the regions of interest (ROIs) in breast tumors under DCE-MRI, and pharmacokinetic and histogram parameters were calculated from the same ROIs. Mann–Whitney U test was performed, and receiver operating characteristic curves for the parameters of the two groups were constructed to determine their diagnostic values. Results: Pharmacokinetic parameters, including Ktrans, Kep, area under the curve of time–concentration, and time to peak, which were derived from the extended Tofts linear model for DCE-MRI, could highlight the tumor areas in the breast and reveal the increased perfusion. Conversely, the pharmacokinetic parameters showed no significant difference between the patients with and without lymph node metastases. By contrast, the parameters from the histogram analysis yielded promising results. The entropy of the ROIs exhibited the best diagnostic ability between patients with and without lymph node metastases (p < 0.01, area under the curve of receiver operating characteristic = 0.765, specificity = 0.706, sensitivity = 0.780). Conclusion: In comparison with the pharmacokinetic parameters, the histogram analysis of the MR images could reveal the differences between patients with and without lymph node metastases. The entropy from the histogram indicated that the diagnostic ability was highly sensitive and specific. Advances in knowledge: This research gave out a promising result on the differentiating lymph node metastases through histogram analysis on tumors in DCE-MR images. Histogram could reveal the tumors heterogenicity between patients with different lymph node status.
Title: Differentiating the lymph node metastasis of breast cancer through dynamic contrast-enhanced magnetic resonance imaging
Description:
Objective: Lymph node metastasis is an important trait of breast cancer, and tumors with different lymph node statuses require various clinical treatments.
This study was designed to evaluate the lymph node metastasis of breast cancer through pharmacokinetic and histogram analysis via dynamic contrast-enhanced (DCE) MRI.
Methods and materials: A retrospective analysis was conducted to quantitatively evaluate the lymph node statuses of patients with breast cancer.
A total of 75 patients, i.
e.
34 patients with lymph node metastasis and 41 patients without lymph node metastasis, were involved in this research.
Of the patients with lymph node metastases, 19 had sentinel lymph node metastasis, and 15 had axillary lymph node metastasis.
MRI was conducted using a 3.
0 T imaging device.
Segmentation was carried out on the regions of interest (ROIs) in breast tumors under DCE-MRI, and pharmacokinetic and histogram parameters were calculated from the same ROIs.
Mann–Whitney U test was performed, and receiver operating characteristic curves for the parameters of the two groups were constructed to determine their diagnostic values.
Results: Pharmacokinetic parameters, including Ktrans, Kep, area under the curve of time–concentration, and time to peak, which were derived from the extended Tofts linear model for DCE-MRI, could highlight the tumor areas in the breast and reveal the increased perfusion.
Conversely, the pharmacokinetic parameters showed no significant difference between the patients with and without lymph node metastases.
By contrast, the parameters from the histogram analysis yielded promising results.
The entropy of the ROIs exhibited the best diagnostic ability between patients with and without lymph node metastases (p < 0.
01, area under the curve of receiver operating characteristic = 0.
765, specificity = 0.
706, sensitivity = 0.
780).
Conclusion: In comparison with the pharmacokinetic parameters, the histogram analysis of the MR images could reveal the differences between patients with and without lymph node metastases.
The entropy from the histogram indicated that the diagnostic ability was highly sensitive and specific.
Advances in knowledge: This research gave out a promising result on the differentiating lymph node metastases through histogram analysis on tumors in DCE-MR images.
Histogram could reveal the tumors heterogenicity between patients with different lymph node status.

Related Results

Breast Carcinoma within Fibroadenoma: A Systematic Review
Breast Carcinoma within Fibroadenoma: A Systematic Review
Abstract Introduction Fibroadenoma is the most common benign breast lesion; however, it carries a potential risk of malignant transformation. This systematic review provides an ove...
The effect of miRNAs and MALAT1 related with the prognosis of Her-2 positive breast cancer patients with lymph node metastasis
The effect of miRNAs and MALAT1 related with the prognosis of Her-2 positive breast cancer patients with lymph node metastasis
Abstract Background: To analyze and screen the miRNAs associated with lymph node metastasis of breast cancer (BC), and to explore the roles of these miRNAs in the prolifera...
Predictors of False-Negative Axillary FNA Among Breast Cancer Patients: A Cross-Sectional Study
Predictors of False-Negative Axillary FNA Among Breast Cancer Patients: A Cross-Sectional Study
Abstract Introduction Fine-needle aspiration (FNA) is commonly used to investigate lymphadenopathy of suspected metastatic origin. The current study aims to find the association be...
Desmoid-Type Fibromatosis of The Breast: A Case Series
Desmoid-Type Fibromatosis of The Breast: A Case Series
Abstract IntroductionDesmoid-type fibromatosis (DTF), also called aggressive fibromatosis, is a rare, benign, locally aggressive condition. Mammary DTF originates from fibroblasts ...
Kikuchi-Fujimoto Disease Coexistent with Papillary Thyroid Carcinoma: A Report of Two Cases
Kikuchi-Fujimoto Disease Coexistent with Papillary Thyroid Carcinoma: A Report of Two Cases
Abstract Introduction Kikuchi-Fujimoto Disease (KFD), characterized by histiocytic necrotizing lymphadenitis, is a rare condition of unknown etiology. Diagnosis is dependent on lym...
International Breast Cancer Study Group (IBCSG)
International Breast Cancer Study Group (IBCSG)
This section provides current contact details and a summary of recent or ongoing clinical trials being coordinated by International Breast Cancer Study Group (IBCSG). Clinical tria...

Back to Top