xiaoyu jiang1, hua li1, jingping Xie1, ping zhao1, junzhong xu1, dineo khabele2, and John Gore1
1vanderbilt university institute of imaging science, nashville, TN, United States, 2vanderbilt university, nashville, TN, United States
Synopsis
Reliable and sensitive methods for assessing the response of tumors to
treatment are critical in rapid selection of the most appropriate therapy for
individual patients, and development of novel therapies. Temporal diffusion
spectroscopy, which measures the variation of apparent diffusion coefficient
(ADC) over a range of effective diffusion times, is proposed to measure tumor
microstructural variations in response to chemotherapy. The proposed method is
shown to detect the increase in cell size in response to the
antimitotic-treatment in both well-characterized cell culture and solid tumors in vivo. The MR observations are
supported by flow cytometric, microscopic, and histological analysis.purpose
Highly
dynamic mitotic-spindle microtubules are among the most successful targets for
anticancer therapy. Protein-bound paclitaxel (Abraxane), one of the most
successful microtubule-targeted chemotherapeutic drugs, has been reported to
suppress the spindle-microtubule dynamics in tumor cells which results in the
slowing or blocking of mitosis at the metaphase-anaphase transition and
induction of apoptosis. In the current study, we hypothesized that temporal
diffusion spectroscopy, which measures the variation of ADC values over a broad
range of effective diffusion times using a combination of PGSE and OGSE
acquisitions1, can quantify tumor microstructural changes in
response to microtubule-targeted chemotherapy. This hypothesis is elucidated
and validated using both well-characterized cell culture and in vivo MR experiments.
Methods
Theory: Temporal diffusion spectra are
acquired using oscillating diffusion gradients to replace conventional bipolar
gradients, and short effective diffusion times can be readily achieved with
only moderate frequencies. More importantly, by tuning oscillating frequencies,
temporal diffusion spectra can be obtained to reveal microstructural
information from short (intracellular) to long (subcellular) length scales.
In
vivo experiments:
Two types of human ovarian cancer cells, OVCAR-8 (responder) and NCI/ADR-RES (resistant),
were used to create tumors in mice. Animals were treated i.p. with either Abraxane
or PBS (drug vehicle) for 4 days (10 mg/kg, every other day).
Diffusion-weighted images (DWI) were collected before, and after 4-day
treatments. The apparent diffusion spectra over frequencies (f) from 50-350 Hz
were obtained with two b-values (0 and 400 sec/mm2), while the ADC
at 0 Hz was estimated by a conventional pulsed gradient sequence with diffusion
time = 48 ms. Tumor tissues were collected for histological analysis of
caspase-3 activation immediately after the second imaging time point.
In
vitro experiments:
Cultured OVCAR-8 and NCI/ADR-RES cells were treated with Abraxane at three
different concentrations (0, 100, and 200 nM) for 24 hours. Cell samples were
then collected, fixed, transferred to a tube, and centrifuged to form cell
pellets for DWI experiments. In addition, cell size were quantified using both
flow cytometry and light microscopy.
Data analysis: Tumors were modeled as
tightly-packed spherical cells, and the entire ADC spectra of each tumor were
fit to the equation: ADC(f) = ADCres(d, Dinf-D0 )
+ D0, where ADCsphere
arises from intracellular space with restricted size d, infinite-high-frequency
diffusion coefficient Dinf, and zero-frequency diffusion coefficient
D0. For tumor tissues, Dinf is dominated by intracellular
diffusion coefficient and D0 is associated with the extracellular
tortuosity.
results
Figure 1 shows that the fitted mean
restricted size of Abraxane-treated OVCAR-8 cells increase significantly
(p<0.05) with the increasing drug concentration. By contrast, there is no
significant changes in restricted size of Abraxane-treated NCI/ADR-RES cells. The
increase in restricted size for Abraxane-treated OVCAR-8 cells reflects the
increase of tumor cell size as a response to antimitotic-treatment, which is
confirmed by i) changes in mean cell size measured by light microscopy (Figure
2) and ii) changes in the width of forward scatter signal (FSC-W) which is
proportional to cell size (Figure 3). For the in vivo experiments, the efficacy of Abraxane in treating OVCAR-8
tumors is validated by calculating the percentage of caspase-3 activation area
from the entire caspase-3 staining slides. As shown in Figure 4, the percentage
of caspase-3 activation area for Abraxane-treated OVCAR-8 is significant higher
(p<0.01) than that of other three groups. In Figure 5, 6 out of 7 Abraxane-treated
OVCAR-8 tumors show an increase of fitted mean restricted size, consistent with
our in vitro observations. Interestingly,
there is one Abraxane-treated OVCAR-8 tumor showing a 25% decrease of mean
restricted size. It is also noted that this tumor has the largest percentage of
caspase-3 activation area (65%) in all the treated-responder tumors, suggesting
that the cell shrinkage resulted from apoptosis overturn the increasing trend
of cell size resulted from mitosis inhibition. There is no significant
differences in the other fitted microstructural parameters (Dinf and
D0) and PGSE-derived ADC values, suggesting these parameters did not
change at early stages after treatments.
conclusions
Temporal
diffusion spectroscopy detects antimitotic-therapy-induced microstructural
variations in tumor tissues which occur before frank changes in tumor size
(data not shown) and conventional PGSE-derived ADC values.
Acknowledgements
This study was supported by NIH R01CA109106,and R01CA173593.References
1. Gore JC, et al. NMR Biomed 2010;23:745–756.