Evaluation of Breast Tumor Response to Neoadjuvant Chemotherapy with Tomographic Diffuse Optical Spectroscopy: Case Studies of Tumor Region-of-Interest Changes

被引:94
作者
Jiang, Shudong [1 ]
Pogue, Brian W. [1 ]
Carpenter, Colin M. [1 ]
Poplack, Steven P. [2 ]
Wells, Wendy A. [3 ]
Kogel, Christine A. [2 ]
Forero, Jorge A. [2 ]
Muffly, Lori S. [4 ]
Schwartz, Gary N. [4 ]
Paulsen, Keith D. [1 ]
Kaufman, Peter A. [4 ]
机构
[1] Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USA
[2] Dartmouth Coll, Hitchcock Med Ctr, Dartmouth Med Sch, Dept Diagnost Radiol, Hanover, NH 03756 USA
[3] Dartmouth Coll, Hitchcock Med Ctr, Dartmouth Med Sch, Dept Pathol, Hanover, NH 03756 USA
[4] Dartmouth Coll, Hitchcock Med Ctr, Dartmouth Med Sch, Dept Med, Hanover, NH 03756 USA
关键词
WORK-IN-PROGRESS; PREDICTING RESPONSE; OXYGEN-SATURATION; CANCER; VIVO; MAMMOGRAPHY; CARCINOMA; WOMEN; MRI; HEMOGLOBIN;
D O I
10.1148/radiol.2522081202
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To evaluate two methods of summarizing tomographic diffuse optical spectroscopic (DOS) data through region-of-interest (ROI) analysis to differentiate complete from incomplete responses in patients with locally advanced breast cancer undergoing neoadjuvant treatment and to estimate the standard deviations of these methods for power analysis of larger study designs in the future. Materials and Methods: Subjects participating in the HIPAA-compliant imaging study, approved by the institutional review board, provided written informed consent and were compensated for their examination participation. Seven of 16 cases in women with complete study data were analyzed by using both fixed-and variable-size (full-width-at-half-maximum) ROI measures of the DOS total hemoglobin concentration (Hb(T)), blood oxygen saturation, water fraction, optical scattering amplitude, and scattering power in the ipsilateral and contralateral breasts. Postsurgical histopathologic analysis was used to categorize patients as having a complete or incomplete treatment response. Results: Average normalized change in Hb(T) was the only DOS parameter to show significant differences (P <= .05) in the pathologic complete response (pCR) and pathologic incomplete response (pIR) outcomes in seven patients. Mean values of the changes for fixed-size ROIs were -64.2% +/- 50.8 (standard deviation) and 16.9% +/- 38.2 for the pCR and pIR groups, respectively, and those for variable-size ROIs were -96.7% +/- 91.8, and 14.1% +/- 26.7 for the pCR and pIR groups, respectively. Conclusion: Tomographic DOS may provide findings predictive of therapeutic response, which could lead to superior individualized patient treatment. (c) RSNA, 2009
引用
收藏
页码:551 / 560
页数:10
相关论文
共 32 条
[1]  
*ACRIN, 6657 ACRIN
[2]   Estimation of subcellular particle size histograms with electron microscopy for prediction of optical scattering in breast tissue [J].
Bartek, Matthew ;
Wang, Xin ;
Wells, Wendy ;
Paulsen, Keith D. ;
Pogue, Brian W. .
JOURNAL OF BIOMEDICAL OPTICS, 2006, 11 (06)
[3]   Predicting response to breast cancer neoadjuvant chemotherapy using diffuse optical spectroscopy [J].
Cerussi, Albert ;
Hsiang, David ;
Shah, Natasha ;
Mehta, Rita ;
Durkin, Amanda ;
Butler, John ;
Tromberg, Bruce J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (10) :4014-4019
[4]   Diffuse optical tomography of breast cancer during neoadjuvant chemotherapy: A case study with comparison to MRI [J].
Choe, R ;
Corlu, A ;
Lee, K ;
Durduran, T ;
Konecky, SD ;
Grosicka-Koptyra, M ;
Arridge, SR ;
Czerniecki, BJ ;
Fraker, DL ;
DeMichele, A ;
Chance, B ;
Rosen, MA ;
Yodh, AG .
MEDICAL PHYSICS, 2005, 32 (04) :1128-1139
[5]   A new prognostic classification after primary chemotherapy for breast cancer: Residual disease in breast and nodes (RDBN) [J].
Chollet, Philippe ;
Abrial, Catherine ;
Durando, Xavier ;
Thivat, Emilie ;
Tacca, Olivier ;
Mouret-Reynier, Marie-Ange ;
Leheurteur, Marianne ;
Kwiatkowski, Fabrice ;
Dauplat, Jacques ;
Penault-Llorca, Frederique .
CANCER JOURNAL, 2008, 14 (02) :128-132
[6]   Residual tumor uptake of [99mTc]-sestamibi after neoadjuvant chemotherapy for locally advanced breast carcinoma predicts survival [J].
Dunnwald, LK ;
Gralow, JR ;
Ellis, GK ;
Livingston, RB ;
Linden, HM ;
Lawton, TJ ;
Barlow, WE ;
Schubert, EK ;
Mankoff, DA .
CANCER, 2005, 103 (04) :680-688
[7]   Can early response assessment guide neoadjuvant chemotherapy in early-stage breast cancer? [J].
Esteva, Francisco J. ;
Hortobagyi, Gabriel N. .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2008, 100 (08) :521-523
[8]   Accuracy of mammography and echography versus clinical palpation in the assessment of response to primary chemotherapy in breast cancer patients with operable disease [J].
Fiorentino, C ;
Berruti, A ;
Bottini, A ;
Bodini, M ;
Brizzi, MP ;
Brunelli, A ;
Marini, U ;
Allevi, G ;
Aguggini, S ;
Tira, A ;
Alquati, P ;
Olivetti, L ;
Dogliotti, L .
BREAST CANCER RESEARCH AND TREATMENT, 2001, 69 (02) :143-151
[9]   Frequency-domain techniques enhance optical mammography: Initial clinical results [J].
Franceschini, MA ;
Moesta, KT ;
Fantini, S ;
Gaida, G ;
Gratton, E ;
Jess, H ;
Mantulin, WW ;
Seeber, M ;
Schlag, PM ;
Kaschke, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (12) :6468-6473
[10]  
Herrada J, 1997, CLIN CANCER RES, V3, P1565