Structured light imaging for breast-conserving surgery, part I: optical scatter and color analysis

Abstract. Structured light imaging (SLI) with high spatial frequency (HSF) illumination provides a method to amplify native tissue scatter contrast and better differentiate superficial tissues. This was investigated for margin analysis in breast-conserving surgery (BCS) and imaging gross clinical tissues from 70 BCS patients, and the SLI distinguishability was examined for six malignancy subtypes relative to three benign/normal breast tissue subtypes. Optical scattering images recovered were analyzed with five different color space representations of multispectral demodulated reflectance. Excluding rare combinations of invasive lobular carcinoma and fibrocystic disease, SLI was able to classify all subtypes of breast malignancy from surrounding benign tissues (p-value  <  0.05) based on scatter and color parameters. For color analysis, HSF illumination of the sample generated more statistically significant discrimination than regular uniform illumination. Pathological information about lesion subtype from a presurgical biopsy can inform the search for malignancy on the surfaces of specimens during BCS, motivating the focus on pairwise classification analysis. This SLI modality is of particular interest for its potential to differentiate tissue classes across a wide field-of-view (∼100  cm2) and for its ability to acquire images of macroscopic tissues rapidly but with microscopic-level sensitivity to structural and morphological tissue constituents.

[1]  Seema A. Khan,et al.  Society of Surgical Oncology–American Society for Radiation Oncology Consensus Guideline on Margins for Breast-Conserving Surgery With Whole-Breast Irradiation in Stages I and II Invasive Breast Cancer , 2014, Annals of Surgical Oncology.

[2]  Brian W Pogue,et al.  Wide-field quantitative imaging of tissue microstructure using sub-diffuse spatial frequency domain imaging. , 2016, Optica.

[3]  B. Pogue,et al.  Micro-computed tomography enables rapid surgical margin assessment during breast conserving surgery (BCS): correlation of whole BCS micro-CT readings to final histopathology , 2018, Breast Cancer Research and Treatment.

[4]  B. E. F. Isher,et al.  Twenty-year follow-up of a randomized trial comparing total mastectomy, lumpectomy, and lumpectomy plus irradiation for the treatment of invasive breast cancer. , 2002 .

[5]  P Jack Hoopes,et al.  Monochromatic subdiffusive spatial frequency domain imaging provides in-situ sensitivity to intratumoral morphological heterogeneity in a murine model. , 2017, Journal of biophotonics.

[6]  A. O'Doherty,et al.  Intraoperative margin assessment and re-excision rate in breast conserving surgery. , 2004, European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology.

[7]  Anthony J. Durkin,et al.  Quantitation and mapping of tissue optical properties using modulated imaging. , 2009, Journal of biomedical optics.

[8]  D. B. Judd The 1931 I. C. I. Standard Observer and Coordinate System for Colorimetrya,b , 1933 .

[9]  Elizabeth J. Rizzo,et al.  Calibration and analysis of a multimodal micro-CT and structured light imaging system for the evaluation of excised breast tissue , 2017, Physics in medicine and biology.

[10]  J. Daling,et al.  Clinical characteristics of different histologic types of breast cancer , 2005, British Journal of Cancer.

[11]  Venkataramanan Krishnaswamy,et al.  Molecular dyes used for surgical specimen margin orientation allow for intraoperative optical assessment during breast conserving surgery. , 2015, Journal of biomedical optics.

[12]  J. Schanda,et al.  Colorimetry : understanding the CIE system , 2007 .

[13]  F. Farrokhyar,et al.  The relationship between surgical factors and margin status after breast-conservation surgery for early stage breast cancer. , 2009, American journal of surgery.

[14]  Seema A Khan,et al.  Society of Surgical Oncology-American Society for Radiation Oncology consensus guideline on margins for breast-conserving surgery with whole-breast irradiation in stages I and II invasive breast cancer. , 2014, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[15]  Brian W Pogue,et al.  Structured light imaging for breast-conserving surgery, part II: texture analysis and classification , 2019, Journal of biomedical optics.

[16]  Brian W Pogue,et al.  Review of methods for intraoperative margin detection for breast conserving surgery , 2018, Journal of biomedical optics.

[17]  Y. Skornick,et al.  Management of breast fibroadenomas , 1998, Journal of General Internal Medicine.

[18]  Mark C Kelley,et al.  Accuracy of Intraoperative Gross Examination of Surgical Margin Status in Women Undergoing Partial Mastectomy for Breast Malignancy , 2005, The American surgeon.

[19]  Venkataramanan Krishnaswamy,et al.  Spectral discrimination of breast pathologies in situ using spatial frequency domain imaging , 2013, Breast Cancer Research.

[20]  S. Schnitt,et al.  Society of Surgical Oncology–American Society for Radiation Oncology–American Society of Clinical Oncology Consensus Guideline on Margins for Breast-Conserving Surgery with Whole-Breast Irradiation in Ductal Carcinoma In Situ , 2016, Annals of Surgical Oncology.

[21]  Venkataramanan Krishnaswamy,et al.  Sub-diffusive scattering parameter maps recovered using wide-field high-frequency structured light imaging. , 2014, Biomedical optics express.

[22]  Forough Farrokhyar,et al.  Technical factors, surgeon case volume and positive margin rates after breast conservation surgery for early-stage breast cancer. , 2010, Canadian journal of surgery. Journal canadien de chirurgie.