Institute of Fundamental Technological Research
Polish Academy of Sciences

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Joanna Mączewska


Recent publications
1.  Dobruch-Sobczak K., Axana S., Gumowska M., Mączewska J., Fronczewska K., Łukasiewicz E., Roszkowska-Purska K., Jakubczak M., Multiparametric ultrasound assessment of axillary lymph nodes in patients with breast cancer, Scientific Reports, ISSN: 2045-2322, DOI: 10.1038/s41598-024-73376-x, Vol.14, No.23072, pp.1-11, 2024

Abstract:
The presence and extent of metastatic disease in axillary lymph nodes (ALNs) in the setting of breast cancer (BC) are important factors for staging and therapy planning. The purpose of this study was to perform a multiparametric sonographic evaluation of ALNs to better differentiate between benign and metastatic nodes. Ninety-nine patients (mean age 54.1 y) with 103 BCs were included in this study, and 103 ALNs were examined sonographically. B-mode parameters, such as size in two dimensions, shape, cortical thickness and capsule outline, were obtained, followed by vascularity assessment via colour Doppler and microflow imaging and stiffness evaluation via shear wave elastography. Postoperative histopathological evaluation was the reference standard. In the statistical analysis, logistic regression and ROC analyses were conducted to search for feature patterns of both types of ALNs to evaluate the prediction qualities of the analysed variables and their combinations. For a cortex larger than 3 mm, without a circumscribed margin of the LN capsule and SWE (E max > 26 kPa), the AUC was 0.823. Multiparametric assessment, which combined conventional US, quantitative SWE and vascularity analysis, was superior to the single-parameter approach in the evaluation of ALNs.

Affiliations:
Dobruch-Sobczak K. - IPPT PAN
Axana S. - other affiliation
Gumowska M. - other affiliation
Mączewska J. - other affiliation
Fronczewska K. - other affiliation
Łukasiewicz E. - other affiliation
Roszkowska-Purska K. - other affiliation
Jakubczak M. - other affiliation

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