Fast label-free multilayered histology-like imaging of human breast cancer by photoacoustic microscopy.
Terence T W WongRuiying ZhangPengfei HaiChi ZhangMiguel A PleitezRebecca L AftDeborah V NovackLihong V WangPublished in: Science advances (2017)
The goal of breast-conserving surgery is to completely remove all of the cancer. Currently, no intraoperative tools can microscopically analyze the entire lumpectomy specimen, which results in 20 to 60% of patients undergoing second surgeries to achieve clear margins. To address this critical need, we have laid the foundation for the development of a device that could allow accurate intraoperative margin assessment. We demonstrate that by taking advantage of the intrinsic optical contrast of breast tissue, photoacoustic microscopy (PAM) can achieve multilayered histology-like imaging of the tissue surface. The high correlation of the PAM images to the conventional histologic images allows rapid computations of diagnostic features such as nuclear size and packing density, potentially identifying small clusters of cancer cells. Because PAM does not require tissue processing or staining, it can be performed promptly and intraoperatively, enabling immediate directed re-excision and reducing the number of second surgeries.
Keyphrases
- high resolution
- label free
- patients undergoing
- optical coherence tomography
- high speed
- deep learning
- fluorescence imaging
- minimally invasive
- single molecule
- magnetic resonance
- mass spectrometry
- high throughput
- coronary artery bypass
- papillary thyroid
- machine learning
- neoadjuvant chemotherapy
- squamous cell carcinoma
- coronary artery disease
- magnetic resonance imaging
- single cell
- photodynamic therapy