In vivo quantification of antimitotic-treatment-induced microstructural changes using temporal diffusion
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.

Figures

Figure 1. Fitted mean restricted size for packed cells (OVCAR-8 as responder, and NCI/ADR-RES as resistant) treated with Abraxane at three different concentrations.

Figure 2. Box plot of the width of forward scatter signals for OVCAR-8 and NCI/ADR-RES cells treated with Abraxane at three different concentrations. The number of cells for each cohort is about 10,000.

Figure 3. Box plot of the cell size measured by light microscope for OVCAR-8 and NCI/ADR-RES cells treated with Abraxane at three different concentrations. The number of cells for each cohort is about 800 – 1,000.

Figure 4. Percentage change in mean restricted size for Abraxane/PBS-treated OVCAR8 and NCI/ADR-RES tumors.

Figure 5. Percentages of Caspase-3 activation area for Abraxane/PBS-treated OVCAR8 and NCI/ADR-RES tumors.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
0439