Noninvasive prediction of axillary lymph node breast cancer metastasis using morphometric analysis of nodal tumor microvessels in a contrast-free ultrasound approach

Autor: Giulia Ferroni, Soroosh Sabeti, Tasneem Abdus-Shakur, Lorenzo Scalise, Jodi M. Carter, Robert T. Fazzio, Nicholas B. Larson, Mostafa Fatemi, Azra Alizad
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Breast Cancer Research, Vol 25, Iss 1, Pp 1-11 (2023)
Druh dokumentu: article
ISSN: 1465-542X
DOI: 10.1186/s13058-023-01670-z
Popis: Abstract Purpose Changes in microcirculation of axillary lymph nodes (ALNs) may indicate metastasis. Reliable noninvasive imaging technique to quantify such variations is lacking. We aim to develop and investigate a contrast-free ultrasound quantitative microvasculature imaging technique for detection of metastatic ALN in vivo. Experimental design The proposed ultrasound-based technique, high-definition microvasculature imaging (HDMI) provides superb images of tumor microvasculature at sub-millimeter size scales and enables quantitative analysis of microvessels structures. We evaluated the new HDMI technique on 68 breast cancer patients with ultrasound-identified suspicious ipsilateral axillary lymph nodes recommended for fine needle aspiration biopsy (FNAB). HDMI was conducted before the FNAB and vessel morphological features were extracted, analyzed, and the results were correlated with the histopathology. Results Out of 15 evaluated quantitative HDMI biomarkers, 11 were significantly different in metastatic and reactive ALNs (10 with P <
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