Autofluorescence and diffuse reflectance spectroscopy and spectral imaging for breast surgical margin analysis

自体荧光 手术切缘 医学 乳房切除术 乳腺癌 组织病理学 漫反射红外傅里叶变换 放射科 边距(机器学习) 光谱成像 放射治疗 病理 成像光谱学 核医学 癌症 光谱学 化学 内科学 光学 荧光 生物化学 物理 光催化 机器学习 量子力学 计算机科学 催化作用
作者
Matthew D. Keller,Shovan Kumar Majumder,Mark C. Kelley,Ingrid M. Meszoely,Fouad Boulos,Graciela M. Olivares,Anita Mahadevan‐Jansen
出处
期刊:Lasers in Surgery and Medicine [Wiley]
卷期号:42 (1): 15-23 被引量:110
标识
DOI:10.1002/lsm.20865
摘要

Abstract Background and Objective Most women with early stage breast cancer have the option of breast conserving therapy, which involves a partial mastectomy for removal of the primary tumor, usually followed by radiotherapy. The presence of tumor at or near the margin is strongly correlated with the risk of local tumor recurrence, so there is a need for a non‐invasive, real‐time tool to evaluate margin status. This study examined the use of autofluorescence and diffuse reflectance spectroscopy and spectral imaging to evaluate margin status intraoperatively. Materials and Methods Spectral measurements were taken from the surface of the tissue mass immediately following removal during partial mastectomies and/or from tissues immediately after sectioning by surgical pathology. A total of 145 normal spectra were obtained from 28 patients, and 34 tumor spectra were obtained from 12 patients. Results After correlation with histopathology, a multivariate statistical algorithm classified the spectra as normal (negative margins) or tumor (positive margins) with 85% sensitivity and 96% specificity. A separate algorithm achieved 100% classification between neo‐adjuvant chemotherapy‐treated tissues and non‐treated tissues. Fluorescence and reflectance‐based spectral images were able to demarcate a calcified lesion on the surface of a resected specimen as well. Conclusion Fluorescence and reflectance spectroscopy could be a valuable tool for examining the superficial margin status of excised breast tumor specimens, particularly in the form of spectral imaging to examine entire margins in a single acquisition. Lasers Surg. Med. 42:15–23, 2010. © 2010 Wiley‐Liss, Inc.
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