Detection of pathological response of axillary lymph node metastasis after neoadjuvant chemotherapy in breast cancer using multiphoton microscopy.
Zhonghua HanXingxin HuangDeyong KangFangmeng FuShichao ZhangZhenlin ZhanJianxin ChenLianhuang LiChuan WangPublished in: Journal of biophotonics (2022)
Neoadjuvant treatment is often considered in breast cancer patients with axillary lymph node involvement, but most of patients do not have a pathologic complete response to therapy. The detection of residual nodal disease has a significant impact on adjuvant therapy recommendations which may improve survival. Here, we investigate whether multiphoton microscopy (MPM) could identify the pathological changes of axillary lymphatic metastasis after neoadjuvant chemotherapy in breast cancer. And furthermore, we find that there are obvious differences in seven collagen morphological features between normal node and residual axillary disease by combining with a semi-automatic image processing method, and also find that there are significant differences in four collagen features between the effective and no-response treatment groups. These research results indicate that MPM may help estimate axillary treatment response in the neoadjuvant setting and thereby tailor more appropriate and personalized adjuvant treatments for breast cancer patients.
Keyphrases
- neoadjuvant chemotherapy
- lymph node
- sentinel lymph node
- locally advanced
- lymph node metastasis
- rectal cancer
- label free
- squamous cell carcinoma
- deep learning
- end stage renal disease
- newly diagnosed
- ejection fraction
- single molecule
- early stage
- optical coherence tomography
- loop mediated isothermal amplification
- high throughput
- prognostic factors
- peritoneal dialysis
- high speed
- combination therapy
- mesenchymal stem cells
- clinical practice
- breast cancer risk
- quantum dots
- ultrasound guided
- free survival
- single cell
- childhood cancer