Contrast-enhanced ultrasound features as potential biomarker for prediction of breast cancer recurrence.
Youn Joo LeeSung-Hun KimBong Joo KangYun Ju KimPublished in: Ultraschall in der Medizin (Stuttgart, Germany : 1980) (2024)
Purpose To investigate the associations between contrast-enhanced ultrasound imaging features and disease recurrence among patients with locally advanced breast cancer treated with neoadjuvant chemotherapy. Materials and Methods In the study, pre- and post-neoadjuvant chemotherapy contrast-enhanced ultrasound images of 43 patients with breast cancer were retrospectively analysed. Post-acquisition image processing involved the placement of freehand-drawn regions of interest, followed by the generation of blood flow kinetics representing blood volume and velocity for these regions of interest. Qualitative and quantitative contrast-enhanced ultrasound parameters were compared to predict recurrence, and receiver operating characteristic analysis was used to evaluate predictive ability. Results Among the 43 patients, 10 (23%) exhibited disease recurrence (median [range]: 27 [4-68] months). Post-neoadjuvant chemotherapy peak enhancement, wash-in area under the curve, wash-out area under the curve, and wash-in and wash-out area under the curve (p=0.003, p=0.004, p=0.026, and p=0.014, respectively) differed between the no-recurrence and recurrence groups. The area under the receiver operating characteristic curve (0.88; 95% confidence interval: 0.75-1.00) for post-neoadjuvant chemotherapy peak enhancement was the highest among the contrast-enhanced ultrasound parameters, with a cut-off of 13.33 arbitrary units. Conclusion Higher peak enhancement on post-neoadjuvant chemotherapy contrast-enhanced ultrasound images were associated with recurrence in women with locally advanced breast cancer and is a potential biomarker of tumour recurrence.
Keyphrases
- neoadjuvant chemotherapy
- contrast enhanced ultrasound
- locally advanced
- rectal cancer
- lymph node
- sentinel lymph node
- free survival
- squamous cell carcinoma
- blood flow
- radiation therapy
- phase ii study
- deep learning
- end stage renal disease
- chronic kidney disease
- newly diagnosed
- clinical trial
- study protocol
- peritoneal dialysis
- mass spectrometry
- data analysis
- placebo controlled
- breast cancer risk