Using DRS during breast conserving surgery: Identifying robust optical parameters and influence of inter-patient variation

作者: Henricus J. C. M. Sterenborg , Theo J. M. Ruers , Lisanne L. de Boer , Benno H. W. Hendriks , Frederieke van Duijnhoven

DOI: 10.1364/BOE.7.005188

关键词: Breast cancerResection marginBreast-conserving surgeryOptical measurementsSurgeryEx vivoRadiologyTissue characterizationReceiver operating characteristicIn vivoMedicine

摘要: Successful breast conserving surgery consists of complete removal the tumor while sparing healthy surrounding tissue. Despite currently available imaging and margin assessment tools, recognizing tissue at a resection during is challenging. Diffuse reflectance spectroscopy (DRS), which uses light for characterization, can potentially guide surgeons to prevent positive margins. However, inter-patient variation changes in physiology occurring might hamper this light-based technology. Here we investigate how status (in vivo vs ex vivo) affect performance DRS optical parameters. In measurements 45 cancer patients were obtained quantified with an analytical model acquire The parameter representing ratio between fat water provided best discrimination normal tissue, area under receiver operating characteristic curve 0.94. There was no substantial influence other patient factors such as menopausal on measurements. Contrary expectations, normalization parameters did not improve discriminative power. Furthermore, taken significantly different from vivo. These findings indicate that robust technology detection surgery.

参考文章(39)
Paola Taroni, Giovanna Quarto, Antonio Pifferi, Francesca Abbate, Nicola Balestreri, Simona Menna, Enrico Cassano, Rinaldo Cubeddu, Breast Tissue Composition and Its Dependence on Demographic Risk Factors for Breast Cancer: Non-Invasive Assessment by Time Domain Diffuse Optical Spectroscopy PLOS ONE. ,vol. 10, pp. e0128941- ,(2015) , 10.1371/JOURNAL.PONE.0128941
Brandon S Nichols, Christine E Schindler, Jonathon Q Brown, Lee G Wilke, Christine S Mulvey, Marlee S Krieger, Jennifer Gallagher, Joseph Geradts, Rachel A Greenup, Jesko A Von Windheim, Nirmala Ramanujam, None, A Quantitative Diffuse Reflectance Imaging (QDRI) System for Comprehensive Surveillance of the Morphological Landscape in Breast Tumor Margins. PLOS ONE. ,vol. 10, ,(2015) , 10.1371/JOURNAL.PONE.0127525
Adam M. Zysk, Kai Chen, Edward Gabrielson, Lorraine Tafra, Evelyn A. May Gonzalez, Joseph K. Canner, Eric B. Schneider, Andrew J. Cittadine, P. Scott Carney, Stephen A. Boppart, Kimiko Tsuchiya, Kristen Sawyer, Lisa K. Jacobs, Intraoperative Assessment of Final Margins with a Handheld Optical Imaging Probe During Breast-Conserving Surgery May Reduce the Reoperation Rate: Results of a Multicenter Study Annals of Surgical Oncology. ,vol. 22, pp. 3356- 3362 ,(2015) , 10.1245/S10434-015-4665-2
Ali Sadeghi‐Naini, Eric Vorauer, Lee Chin, Omar Falou, William T. Tran, Frances C. Wright, Sonal Gandhi, Martin J. Yaffe, Gregory J. Czarnota, Early detection of chemotherapy‐refractory patients by monitoring textural alterations in diffuse optical spectroscopic images Medical Physics. ,vol. 42, pp. 6130- 6146 ,(2015) , 10.1118/1.4931603
Daniel Richard Leff, Oliver J. Warren, Louise C. Enfield, Adam Gibson, Thanos Athanasiou, Darren K. Patten, Jem Hebden, Guang Zhong Yang, Ara Darzi, Diffuse optical imaging of the healthy and diseased breast: A systematic review Breast Cancer Research and Treatment. ,vol. 108, pp. 9- 22 ,(2008) , 10.1007/S10549-007-9582-Z
E Salomatina, A N Yaroslavsky, Evaluation of the in vivo and ex vivo optical properties in a mouse ear model. Physics in Medicine and Biology. ,vol. 53, pp. 2797- 2807 ,(2008) , 10.1088/0031-9155/53/11/003
Thomas D O'Sullivan, Anaïs Leproux, Jeon-Hor Chen, Shadfar Bahri, Alex Matlock, Darren Roblyer, Christine E McLaren, Wen-Pin Chen, Albert E Cerussi, Min-Ying Su, Bruce J Tromberg, Optical imaging correlates with magnetic resonance imaging breast density and reveals composition changes during neoadjuvant chemotherapy. Breast Cancer Research. ,vol. 15, pp. 1- 15 ,(2013) , 10.1186/BCR3389
Rami Nachabé, Benno H. W. Hendriks, Marjolein van der Voort, Adrien E. Desjardins, Henricus J. C. M. Sterenborg, Estimation of biological chromophores using diffuse optical spectroscopy: benefit of extending the UV-VIS wavelength range to include 1000 to 1600 nm Biomedical Optics Express. ,vol. 1, pp. 1432- 1442 ,(2010) , 10.1364/BOE.1.001432
Torre M. Bydlon, William T. Barry, Stephanie A. Kennedy, J. Quincy Brown, Jennifer E. Gallagher, Lee G. Wilke, Joseph Geradts, Nimmi Ramanujam, Advancing Optical Imaging for Breast Margin Assessment: An Analysis of Excisional Time, Cautery, and Patent Blue Dye on Underlying Sources of Contrast PLoS ONE. ,vol. 7, pp. e51418- ,(2012) , 10.1371/JOURNAL.PONE.0051418