Abstract
Purpose: We aimed to examine the effects of multivalent binding and biomimetic cell rolling on the sensitivity and specificity of circulating tumor cell (CTC) capture. We also investigated the clinical significance of CTCs and their kinetic profiles in patients with cancer undergoing radiotherapy treatment.
Experimental Design: Patients with histologically confirmed primary carcinoma undergoing radiotherapy, with or without chemotherapy, were eligible for enrollment. Peripheral blood was collected prospectively at up to five time points, including before radiotherapy, at the first week, mid-point and final week of treatment, as well as 4 to 12 weeks after completion of radiotherapy. CTC capture was accomplished using a nanotechnology-based assay (CapioCyte) functionalized with aEpCAM, aHER-2, and aEGFR.
Results: CapioCyte was able to detect CTCs in all 24 cancer patients enrolled. Multivalent binding via poly(amidoamine) dendrimers further improved capture sensitivity. We also showed that cell rolling effect can improve CTC capture specificity (% of captured cells that are CK+/CD45−/DAPI+) up to 38%. Among the 18 patients with sequential CTC measurements, the median CTC decreased from 113 CTCs/mL before radiotherapy to 32 CTCs/mL at completion of radiotherapy (P = 0.001). CTCs declined throughout radiotherapy in patients with complete clinical and/or radiographic response, in contrast with an elevation in CTCs at mid or post-radiotherapy in the two patients with known pathologic residual disease.
Conclusions: Our study demonstrated that multivalent binding and cell rolling can improve the sensitivity and specificity of CTC capture compared with multivalent binding alone, allowing reliable monitoring of CTC changes during and after treatment. Clin Cancer Res; 24(11); 2539–47. ©2018 AACR.
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-
Wang, J., Dallmann, R., Lu, R., Yan, J., & Charmet, J. (2023). Flow Rate-Independent Multiscale Liquid Biopsy for Precision Oncology. ACS sensors, 8(3), 1200–1210. https://doi.org/10.1021/acssensors.2c02577
-
Poellmann, M. J., Rawding, P., Kim, D., Bu, J., Kim, Y., & Hong, S. (2022). Branched, dendritic, and hyperbranched polymers in liquid biopsy device design. Wiley interdisciplinary reviews. Nanomedicine and nanobiotechnology, 14(3), e1770. https://doi.org/10.1002/wnan.1770
-
Wang, J., Drelich, A. J., Hopkins, C. M., Mecozzi, S., Li, L., Kwon, G., & Hong, S. (2021). Gold nanoparticles in virus detection: Recent advances and potential considerations for SARS-CoV-2 testing development. Wiley interdisciplinary reviews. Nanomedicine and nanobiotechnology, e1754. Advance online publication. https://doi.org/10.1002/wnan.1754
-
Bu, J., Lee, T. H., Poellmann, M. J., Rawding, P. A., Jeong, W. J., Hong, R. S., Hyun, S. H., Eun, H. S., & Hong, S. (2021). Tri-modal liquid biopsy: Combinational analysis of circulating tumor cells, exosomes, and cell-free DNA using machine learning algorithm. Clinical and translational medicine, 11(8), e499. https://doi.org/10.1002/ctm2.499
-
Park, J. E., Oh, N., Nam, H., Park, J. H., Kim, S., Jeon, J. S., & Yang, M. (2020). Efficient Capture and Raman Analysis of Circulating Tumor Cells by Nano-Undulated AgNPs-rGO Composite SERS Substrates. Sensors (Basel, Switzerland), 20(18), 5089. https://doi.org/10.3390/s20185089
-
Bu, J., Nair, A., Iida, M., Jeong, W. J., Poellmann, M. J., Mudd, K., Kubiatowicz, L. J., Liu, E. W., Wheeler, D. L., & Hong, S. (2020). An Avidity-Based PD-L1 Antagonist Using Nanoparticle-Antibody Conjugates for Enhanced Immunotherapy. Nano letters, 20(7), 4901–4909. https://doi.org/10.1021/acs.nanolett.0c00953
-
Dudek, A. Z., Liu, L. C., Gupta, S., Logan, T. F., Singer, E. A., Joshi, M., Zakharia, Y. N., Lang, J. M., Schwarz, J. K., Al-Janadi, A., & Alva, A. S. (2020). Phase Ib/II Clinical Trial of Pembrolizumab With Bevacizumab for Metastatic Renal Cell Carcinoma: BTCRC-GU14-003. Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 38(11), 1138–1145. https://doi.org/10.1200/JCO.19.02394
-
Cheng, S. J., Hsieh, K. Y., Chen, S. L., Chen, C. Y., Huang, C. Y., Tsou, H. I., Kumar, P. V., Hsieh, J. C., & Chen, G. Y. (2020). Microfluidics and Nanomaterial-based Technologies for Circulating Tumor Cell Isolation and Detection. Sensors (Basel, Switzerland), 20(7), 1875. https://doi.org/10.3390/s20071875
-
Dong, J., Chen, J. F., Smalley, M., Zhao, M., Ke, Z., Zhu, Y., & Tseng, H. R. (2020). Nanostructured Substrates for Detection and Characterization of Circulating Rare Cells: From Materials Research to Clinical Applications. Advanced materials (Deerfield Beach, Fla.), 32(1), e1903663. https://doi.org/10.1002/adma.201903663
-
Sun, B., Hagan, C. T., 4th, Caster, J., & Wang, A. Z. (2019). Nanotechnology in Radiation Oncology. Hematology/oncology clinics of North America, 33(6), 1071–1093. https://doi.org/10.1016/j.hoc.2019.08.002
-
Zhang, X., Ju, S., Wang, X., & Cong, H. (2019). Advances in liquid biopsy using circulating tumor cells and circulating cell-free tumor DNA for detection and monitoring of breast cancer. Clinical and experimental medicine, 19(3), 271–279. https://doi.org/10.1007/s10238-019-00563-w
-
Myung, J. H., Cha, A., Tam, K. A., Poellmann, M., Borgeat, A., Sharifi, R., Molokie, R. E., Votta-Velis, G., & Hong, S. (2019). Dendrimer-Based Platform for Effective Capture of Tumor Cells after TGFβ1-Induced Epithelial-Mesenchymal Transition. Analytical chemistry, 91(13), 8374–8382. https://doi.org/10.1021/acs.analchem.9b01181
-
Sun, M., Xu, J., Shamul, J. G., Lu, X., Husain, S., & He, X. (2019). Creating a capture zone in microfluidic flow greatly enhances the throughput and efficiency of cancer detection. Biomaterials, 197, 161–170. https://doi.org/10.1016/j.biomaterials.2019.01.014