Co-reporter:Darren Roblyer;Shigeto Ueda;Albert Cerussi;Wendy Tanamai;Rita Mehta;John A. Butler;Amanda Durkin;David Hsiang;Wen-Pin Chen;Bruce Tromberg;Christine McLaren
PNAS 2011 Volume 108 (Issue 35 ) pp:14626-14631
Publication Date(Web):2011-08-30
DOI:10.1073/pnas.1013103108
Approximately 8–20% of breast cancer patients receiving neoadjuvant chemotherapy fail to achieve a measurable response and
endure toxic side effects without benefit. Most clinical and imaging measures of response are obtained several weeks after
the start of therapy. Here, we report that functional hemodynamic and metabolic information acquired using a noninvasive optical
imaging method on the first day after neoadjuvant chemotherapy treatment can discriminate nonresponding from responding patients.
Diffuse optical spectroscopic imaging was used to measure absolute concentrations of oxyhemoglobin, deoxyhemoglobin, water,
and lipid in tumor and normal breast tissue of 24 tumors in 23 patients with untreated primary breast cancer. Measurements
were made before chemotherapy, on day 1 after the first infusion, and frequently during the first week of therapy. Various
multidrug, multicycle regimens were used to treat patients. Diffuse optical spectroscopic imaging measurements were compared
with final postsurgical pathologic response. A statistically significant increase, or flare, in oxyhemoglobin was observed
in partial responding (n = 11) and pathologic complete responding tumors (n = 8) on day 1, whereas nonresponders (n = 5) showed no flare and a subsequent decrease in oxyhemoglobin on day 1. Oxyhemoglobin flare on day 1 was adequate to discriminate
nonresponding tumors from responding tumors. Very early measures of chemotherapy response are clinically convenient and offer
the potential to alter treatment strategies, resulting in improved patient outcomes.
Co-reporter:Alexander J. Lin;Maya A. Koike;Kim N. Green
Annals of Biomedical Engineering 2011 Volume 39( Issue 4) pp:1349-1357
Publication Date(Web):2011 April
DOI:10.1007/s10439-011-0269-6
Extensive changes in neural tissue structure and function accompanying Alzheimer’s disease (AD) suggest that intrinsic signal optical imaging can provide new contrast mechanisms and insight for assessing AD appearance and progression. In this work, we report the development of a wide-field spatial frequency domain imaging (SFDI) method for non-contact, quantitative in vivo optical imaging of brain tissue composition and function in a triple transgenic mouse AD model (3xTg). SFDI was used to generate optical absorption and scattering maps at up to 17 wavelengths from 650 to 970 nm in 20-month-old 3xTg mice (n = 4) and age-matched controls (n = 6). Wavelength-dependent optical properties were used to form images of tissue hemoglobin (oxy-, deoxy-, and total), oxygen saturation, and water. Significant baseline contrast was observed with 13–26% higher average scattering values and elevated water content (52 ± 2% vs. 31 ± 1%); reduced total tissue hemoglobin content (127 ± 9 μM vs. 174 ± 6 μM); and lower tissue oxygen saturation (57 ± 2% vs. 69 ± 3%) in AD vs. control mice. Oxygen inhalation challenges (100% oxygen) resulted in increased levels of tissue oxy-hemoglobin (ctO2Hb) and commensurate reductions in deoxy-hemoglobin (ctHHb), with ~60–70% slower response times and ~7 μM vs. ~14 μM overall changes for 3xTg vs. controls, respectively. Our results show that SFDI is capable of revealing quantitative functional contrast in an AD model and may be a useful method for studying dynamic alterations in AD neural tissue composition and physiology.
Co-reporter:Albert Cerussi;David Hsiang;Natasha Shah;Rita Mehta;Amanda Durkin;John Butler;Bruce J. Tromberg;
Proceedings of the National Academy of Sciences 2007 104(10) pp:4014-4019
Publication Date(Web):February 28, 2007
DOI:10.1073/pnas.0611058104
Diffuse optical spectroscopy (DOS) and imaging are emerging diagnostic techniques that quantitatively measure the concentration
of deoxy-hemoglobin (ctHHb), oxy-hemoglobin (ctO2Hb), water (ctH2O), and lipid in cm-thick tissues. In early-stage clinical studies, diffuse optical imaging and DOS have been used to characterize
breast tumor biochemical composition and monitor therapeutic response in stage II/III neoadjuvant chemotherapy patients. We
investigated whether DOS measurements obtained before and 1 week into a 3-month adriamycin/cytoxan neoadjuvant chemotherapy
regimen can predict final, postsurgical pathological response. Baseline DOS measurements of 11 patients before therapy revealed
significant increases in tumor ctHHb, ctO2Hb, ctH2O, and spectral scattering slope, and decreases in bulk lipids, relative to normal breast tissue. Tumor concentrations of
ctHHb, ctO2Hb, and ctH2O dropped 27 ± 15%, 33 ± 7%, and 11 ± 15%, respectively, within 1 week (6.5 ± 1.4 days) of the first treatment for pathology-confirmed
responders (n = 6), whereas nonresponders (n = 5) and normal side controls showed no significant changes in these parameters. The best single predictor of therapeutic
response 1 week posttreatment was ctHHb (83% sensitivity, 100% specificity), while discrimination analysis based on combined
ctHHb and ctH2O changes classified responders vs. nonresponders with 100% sensitivity and specificity. In addition, the pretreatment tumor-to-normal
ctO2Hb ratio was significantly higher in responders (2.82 ± 0.44) vs. nonresponders (1.82 ± 0.49). These results highlight DOS
sensitivity to tumor cellular metabolism and biochemical composition and demonstrate its potential for predicting and monitoring
an individual's response to treatment.
Co-reporter:Mihaela Balu, Amaan Mazhar, Carole K. Hayakawa, Richa Mittal, Tatiana B. Krasieva, Karsten König, Vasan Venugopalan, Bruce J. Tromberg
Biophysical Journal (8 January 2013) Volume 104(Issue 1) pp:
Publication Date(Web):8 January 2013
DOI:10.1016/j.bpj.2012.11.3809
We employ a clinical multiphoton microscope to monitor in vivo and noninvasively the changes in reduced nicotinamide adenine dinucleotide (NADH) fluorescence of human epidermal cells during arterial occlusion. We correlate these results with measurements of tissue oxy- and deoxyhemoglobin concentration during oxygen deprivation using spatial frequency domain imaging. During arterial occlusion, a decrease in oxyhemoglobin corresponds to an increase in NADH fluorescence in the basal epidermal cells, implying a reduction in basal cell oxidative phosphorylation. The ischemia-induced oxygen deprivation is associated with a strong increase in NADH fluorescence of keratinocytes in layers close to the stratum basale, whereas keratinocytes from epidermal layers closer to the skin surface are not affected. Spatial frequency domain imaging optical property measurements, combined with a multilayer Monte Carlo-based radiative transport model of multiphoton microscopy signal collection in skin, establish that localized tissue optical property changes during occlusion do not impact the observed NADH signal increase. This outcome supports the hypothesis that the vascular contribution to the basal layer oxygen supply is significant and these cells engage in oxidative metabolism. Keratinocytes in the more superficial stratum granulosum are either supplied by atmospheric oxygen or are functionally anaerobic. Based on combined hemodynamic and two-photon excited fluorescence data, the oxygen consumption rate in the stratum basale is estimated to be ∼0.035 μmoles/106 cells/h.