AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
Powered by AMiner. Clicking this button will take you away from SciOpen.
Home Nano Research Article
Article Link
Cite
EndNote(RIS) BibTeX
Collect
Submit Manuscript
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Research Article

Fluorescent glycan nanoparticle-based FACS assays for the identification of genuine drug-resistant cancer cells with differentiation potential

Chenglong Wang1,2, Wencai Guan2, Rong Chen3,4, Yael Levi-Kalisman5, Yichun Xu6, Liwen Zhang6, Min Zhou3,4( ), Guoxiong Xu2( ), Hongjing Dou1( )
The State Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
Research Center for Clinical Research, Jinshan Hospital, Fudan University, Shanghai 200540, China
Department of Respiratory and Critical Care Medicine, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China
Institute of Respiratory Diseases, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China
The Center for Nanoscience and Nanotechnology and the Institute of Life Sciences, Hebrew University of Jerusalem, Jerusalem 91905, Israel
Shanghai Biochip Co. Ltd. and National Engineering Center for Biochip at Shanghai, Shanghai 201203, China
Show Author Information
An erratum to this article is available online at:
https://doi.org/10.1007/s12274-021-3672-9

Graphical Abstract

Abstract

Herein we develop a unique differentiated-uptake strategy capable of efficient and high-purity isolation of genuine drug-resistant (DR) cells from three types of drug-surviving cancer cells, which include paclitaxel-surviving human ovarian OVCAR-3 cancer cells and human lung carcinoma A549/Taxol cells, and doxorubicin-surviving human immortalized myelogenous leukemia K562/ADR cells. By using this strategy which relies on fluorescent glycan nanoparticle (FGNP)-based fluorescence-activated cell sorting (FACS) assays, two subpopulations with distinct fluorescences existing in drug-surviving OVCAR-3 cells were separated, and we found that the lower fluorescence (LF) subpopulation consisted of DR cells, while the higher fluorescence (HF) subpopulation was comprised of non-DR cells. Besides, the DR cells and their progenies were found distinct in their increased expression of drug-resistant genes. More intriguingly, by using the FGNP-based FACS assay to detect DR/non-DR phenotypes, we found that the DR phenotype had a potential to differentiate into the non-DR progeny, which demonstrates the differentiation feature of stem-like cancer cells. Further research disclosed that the assay can quantitatively detect the degree of drug resistance in DR cells, as well as the reversal of drug resistance that are tackled by various therapeutic methods. The strategy thus paves the way to develop theranostic approaches associated with chemotherapy-resistance and cancer stemness.

Keywords

glycan nanoparticleFACS assaysdrug resistancetumor heterogeneitydiagnose

Electronic Supplementary Material

Download File(s)
12274_2020_2981_MOESM1_ESM.pdf (3.2 MB)

References

[1]
Holohan, C.; Van Schaeybroeck, S.; Longley, D. B.; Johnston, P. G. Cancer drug resistance: An evolving paradigm. Nat. Rev. Cancer 2013, 13, 714-726.
Crossref Google Scholar
[2]
Donnenberg, V. S.; Donnenberg, A. D. Multiple drug resistance in cancer revisited: The cancer stem cell hypothesis. J. Clin. Pharmacol. 2005, 45, 872-877.
Crossref Google Scholar
[3]
Wang, C. L.; Wang, F. C.; Zhang, J. G.; Liu, L. S.; Xu, G. X.; Dou, H. J. Fluorescent polysaccharide nanogels for the detection of tumor heterogeneity in drug-surviving cancer cells. Adv. Biosyst. 2020, 4, 1900213.
Crossref Google Scholar
[4]
Meacham, C. E.; Morrison, S. J. Tumour heterogeneity and cancer cell plasticity. Nature 2013, 501, 328-337.
Crossref Google Scholar
[5]
Pastushenko, I.; Brisebarre, A.; Sifrim, A.; Fioramonti, M.; Revenco, T.; Boumahdi, S.; Van Keymeulen, A.; Brown, D.; Moers, V.; Lemaire, S. et al. Identification of the tumour transition states occurring during EMT. Nature 2018, 556, 463-468.
Crossref Google Scholar
[6]
Cheli, Y.; Guiliano, S.; Botton, T.; Rocchi, S.; Hofman, V.; Hofman, P.; Bahadoran, P.; Bertolotto, C.; Ballotti, R. Mitf is the key molecular switch between mouse or human melanoma initiating cells and their differentiated progeny. Oncogene 2011, 30, 2307-2318.
Crossref Google Scholar
[7]
Hölzel, M.; Bovier, A.; Tüting, T. Plasticity of tumour and immune cells: A source of heterogeneity and a cause for therapy resistance? Nat. Rev. Cancer 2013, 13, 365-376.
Crossref Google Scholar
[8]
O'Donovan, T. R.; O'Sullivan, G. C.; McKenna, S. L. Induction of autophagy by drug-resistant esophageal cancer cells promotes their survival and recovery following treatment with chemotherapeutics. Autophagy 2011, 7, 509-524.
Crossref Google Scholar
[9]
Huang, P.; Wang, D. L.; Su, Y.; Huang, W.; Zhou, Y. F.; Cui, D. X.; Zhu, X. Y.; Yan, D. Y. Combination of small molecule prodrug and nanodrug delivery: Amphiphilic drug-drug conjugate for cancer therapy. J. Am. Chem. Soc. 2014, 136, 11748-11756.
Crossref Google Scholar
[10]
Song, H. Q.; Li, W. L.; Qi, R. G.; Yan, L. S.; Jing, X. B.; Zheng, M. H.; Xiao, H. H. Delivering a photosensitive transplatin prodrug to overcome cisplatin drug resistance. Chem. Commun. 2015, 51, 11493-11495.
Crossref Google Scholar
[11]
Ni, X.; Jia, S. R.; Duan, X. C.; Ding, D.; Li, K. Fluorescent nanoparticles for noninvasive stem cell tracking in regenerative medicine. J. Biomed. Nanotechnol. 2018, 14, 240-256.
Crossref Google Scholar
[12]
Carvalho, F.; George, J.; Sheikh, H. M. A.; Selvin, R. Advances in screening, detection and enumeration of Escherichia coli using nanotechnology-based methods: A review. J. Biomed. Nanotechnol. 2018, 14, 829-846.
Crossref Google Scholar
[13]
Xue, W. T.; Di, Z. H.; Zhao, Y.; Zhang, A. P.; Li, L. L. DNA- mediated coordinative assembly of upconversion hetero-nanostructures for targeted dual-modality imaging of cancer cells. Chin. Chem. Lett. 2019, 30, 899-902.
Crossref Google Scholar
[14]
Marusyk, A.; Polyak, K. Tumor heterogeneity: Causes and consequences. Biochim. Biophys. Acta-Rev. Cancer 2010, 1805, 105-117.
Crossref Google Scholar
[15]
Wang, H.; Dai, T. T.; Li, S. L.; Zhou, S. Y.; Yuan, X. J.; You, J. Y.; Wang, C. L.; Mukwaya, V.; Zhou, G. D.; Liu, G. J. et al. Scalable and cleavable polysaccharide nanocarriers for the delivery of chemotherapy drugs. Acta Biomater. 2018, 72, 206-216.
Crossref Google Scholar
[16]
Wang, H.; Dai, T. T.; Zhou, S. Y.; Huang, X. X.; Li, S. Y.; Sun, K.; Zhou, G. D.; Dou, H. J. Self-assembly assisted fabrication of dextran- based nanohydrogels with reduction-cleavable junctions for applications as efficient drug delivery systems. Sci. Rep. 2017, 7, 40011.
Crossref Google Scholar
[17]
Wang, H.; Dai, T. T.; Lu, B. L.; Li, S. L.; Lu, Q.; Mukwaya, V.; Dou, H. J. Hybrid dextran-gadolinium Nano-suitcases as high-relaxivity MRI contrast agents. Chin. J. Polym. Sci. 2018, 36, 391-398.
Crossref Google Scholar
[18]
Dai, T. T.; Zhou, S. Y.; Yin, C. Y.; Li, S. L.; Cao, W. G.; Liu, W.; Sun, K.; Dou, H. J.; Cao, Y. L.; Zhou, G. D. Dextran-based fluorescent nanoprobes for sentinel lymph node mapping. Biomaterials 2014, 35, 8227-8235.
Crossref Google Scholar
[19]
Zhou, S. Y.; Min, X.; Dou, H. J.; Sun, K.; Chen, C. Y.; Chen, C. T.; Zhang, Z. F.; Jin, Y. Q.; Shen, Z. L. Facile fabrication of dextran- based fluorescent nanogels as potential glucose sensors. Chem. Commun. 2013, 49, 9473-9475.
Crossref Google Scholar
[20]
Zhou, S. Y.; Dou, H. J.; Zhang, Z. F.; Sun, K.; Jin, Y. Q.; Dai, T. T.; Zhou, G. D.; Shen, Z. L. Fluorescent dextran-based nanogels: Efficient imaging nanoprobes for adipose-derived stem cells. Polym. Chem. 2013, 4, 4103-4112.
Crossref Google Scholar
[21]
Guo, H. Z.; Song, S.; Dai, T. T.; Li, S. L.; Dou, H. J. Trypsin- responsive near-infrared fluorescent/magnetic resonance dual-imaging composite nanospheres based on self-assembly. Acta Polym. Sin. 2018, 1127-1140. (in Chinese)
Google Scholar
[22]
Gao, H. J.; Shi, W. D.; Freund, L. B. Mechanics of receptor-mediated endocytosis. Proc. Natl. Acad. Sci. USA 2005, 102, 9469-9474.
Crossref Google Scholar
[23]
Lee, M. R.; Ju, H. J.; Kim, B. S.; Ko, Y. H.; Kim, W. S.; Kim, S. J. Isolation of side population cells in B-cell non-hodgkin's lymphomas. Acta Haematol. 2013, 129, 10-17.
Crossref Google Scholar
[24]
Oh, N.; Park, J. H. Endocytosis and exocytosis of nanoparticles in mammalian cells. Int. J. Nanomed. 2014, 9, 51-63.
Crossref Google Scholar
[25]
Chakraborty, A.; Jana, N. R. Clathrin to lipid raft-endocytosis via controlled surface chemistry and efficient perinuclear targeting of nanoparticle. J. Phys. Chem. Lett. 2015, 6, 3688-3697.
Crossref Google Scholar
[26]
Albanese, A.; Tang, P. S.; Chan, W. C. W. The effect of nanoparticle size, shape, and surface chemistry on biological systems. Annu. Rev. Biomed. Eng. 2012, 14, 1-16.
Crossref Google Scholar
[27]
Zeng, X. H.; Morgenstern, R.; Nyström, A. M. Nanoparticle-directed sub-cellular localization of doxorubicin and the sensitization breast cancer cells by circumventing GST-Mediated drug resistance. Biomaterials 2014, 35, 1227-1239.
Crossref Google Scholar
[28]
Januchowski, R.; Zawierucha, P.; Andrzejewska, M.; Ruciński, M.; Zabel, M. Microarray-based detection and expression analysis of ABC and SLC transporters in drug-resistant ovarian cancer cell lines. Biomed. Pharmacother. 2013, 67, 240-245.
Crossref Google Scholar
[29]
Fletcher, J. I.; Haber, M.; Henderson, M. J.; Norris, M. D. ABC transporters in cancer: More than just drug efflux pumps. Nat. Rev. Cancer 2010, 10, 147-156.
Crossref Google Scholar
[30]
Allikmets, R.; Schriml, L. M.; Hutchinson, A.; Romano-Spica, V.; Dean, M. A human placenta-specific ATP-binding cassette gene (ABCP) on chromosome 4q22 that is involved in multidrug resistance. Cancer Res. 1998, 58, 5337-5339.
Google Scholar
[31]
Johnatty, S. E.; Beesley, J.; Paul, J.; Fereday, S.; Spurdle, A. B.; Webb, P. M.; Byth, K.; Marsh, S.; McLeod, H.; AOCS Study Group et al. ABCB1 (MDR 1) polymorphisms and progression-free survival among women with ovarian cancer following paclitaxel/carboplatin chemotherapy. Clin. Cancer Res. 2008, 14, 5594-5601.
Crossref Google Scholar
[32]
Kimchi-Sarfaty, C.; Oh, J. M.; Kim, I. W.; Sauna, Z. E.; Calcagno, A. M.; Ambudkar, S. V.; Gottesman, M. M. A “silent” polymorphism in the MDR1 gene changes substrate specificity. Science 2007, 315, 525-528.
Crossref Google Scholar
[33]
Brown, R.; Curry, E.; Magnani, L.; Wilhelm-Benartzi, C. S.; Borley, J. Poised epigenetic states and acquired drug resistance in cancer. Nat. Rev. Cancer 2014, 14, 747-753.
Crossref Google Scholar
[34]
Beck, B.; Blanpain, C. Unravelling cancer stem cell potential. Nat. Rev. Cancer 2013, 13, 727-738.
Crossref Google Scholar
[35]
Ottevanger, P. B. Ovarian cancer stem cells more questions than answers. Semin. Cancer Biol. 2017, 44, 67-71.
Crossref Google Scholar
[36]
Steg, A. D.; Bevis, K. S.; Katre, A. A.; Ziebarth, A.; Dobbin, Z. C.; Alvarez, R. D.; Zhang, K.; Conner, M.; Landen, C. N. Stem cell pathways contribute to clinical chemoresistance in ovarian cancer. Clin. Cancer Res. 2012, 18, 869-881.
Crossref Google Scholar
[37]
Acharyya, S.; Oskarsson, T.; Vanharanta, S.; Malladi, S.; Kim, J.; Morris, P. G.; Manova-Todorova, K.; Leversha, M.; Hogg, N.; Seshan, V. E. et al. A CXCL1 paracrine network links cancer chemoresistance and metastasis. Cell 2012, 150, 165-178.
Crossref Google Scholar
[38]
Zhang, L. Y.; Zhou, D. B.; Guan, W. C.; Ren, W. M.; Sun, W. W.; Shi, J. M.; Lin, Q. B.; Zhang, J. G.; Qiao, T. K.; Ye, Y. L. et al. Pyridoxine 5'-phosphate oxidase is a novel therapeutic target and regulated by the TGF-β signalling pathway in epithelial ovarian cancer. Cell Death Dis. 2017, 8, 3214.
Crossref Google Scholar
[39]
Robey, R. W.; Pluchino, K. M.; Hall, M. D.; Fojo, A. T.; Bates, S. E.; Gottesman, M. M. Revisiting the role of ABC transporters in multidrug-resistant cancer. Nat. Rev. Cancer 2018, 18, 452-464.
Crossref Google Scholar
[40]
Dongre, A.; Weinberg, R. A. New insights into the mechanisms of epithelial-mesenchymal transition and implications for cancer. Nat. Rev. Mol. Cell Biol. 2019, 20, 69-84.
Crossref Google Scholar
[41]
Nieto, M. A.; Huang, R. Y. J.; Jackson, R. A.; Thiery, J. P. EMT: 2016. Cell 2016, 166, 21-45.
Crossref Google Scholar
[42]
Sethi, G.; Sung, B.; Aggarwal, B. B. Nuclear factor-κB activation: From bench to bedside. Exp. Biol. Med. 2008, 233, 21-31.
Crossref Google Scholar
[43]
Nakanishi, C.; Toi, M. Nuclear factor-κB inhibitors as sensitizers to anticancer drugs. Nat. Rev. Cancer 2005, 5, 297-309.
Crossref Google Scholar
[44]
Ting, A. T.; Bertrand, M. J. M. More to life than NF-κB in TNFR1 signaling. Trends Immunol. 2016, 37, 535-545.
Crossref Google Scholar
[45]
Annibaldi, A.; Meier, P. Checkpoints in TNF-induced cell death: Implications in inflammation and cancer. Trends Mol. Med. 2018, 24, 49-65.
Crossref Google Scholar
[46]
McIntosh, K.; Balch, C.; Tiwari, A. K. Tackling multidrug resistance mediated by efflux transporters in tumor-initiating cells. Expert Opin. Drug Metab. Toxicol. 2016, 12, 633-644.
Crossref Google Scholar
[47]
Eum, K. H.; Lee, M. Targeting the autophagy pathway using ectopic expression of Beclin 1 in combination with rapamycin in drug- resistant v-Ha-ras-transformed NIH 3T3 cells. Mol. Cells 2011, 31, 231-238.
Crossref Google Scholar
[48]
Shin, J. W.; Chu, K.; Shin, S. A.; Jung, K. H.; Lee, S. T.; Lee, Y. S.; Moon, J.; Lee, D. Y.; Lee, J. S.; Lee, D. S. et al. Clinical applications of simultaneous PET/MR imaging using (R)-[11C]-verapamil with cyclosporin A: Preliminary results on a surrogate marker of drug- resistant epilepsy. Am. J. Neuroradiol. 2016, 37, 600-606.
Crossref Google Scholar
[49]
Tsouris, V.; Joo, M. K.; Kim, S. H.; Kwon, I. C.; Won, Y. Y. Nano carriers that enable co-delivery of chemotherapy and RNAi agents for treatment of drug-resistant cancers. Biotechnol. Adv. 2014, 32, 1037-1050.
Crossref Google Scholar
[50]
Lage, H. Therapeutic potential of RNA interference in drug-resistant cancers. Future Oncol. 2009, 5, 169-185.
Crossref Google Scholar
[51]
Zamore, P. D.; Tuschl, T.; Sharp, P. A.; Bartel, D. P. RNAi: Double-stranded RNA directs the ATP-dependent cleavage of mRNA at 21 to 23 nucleotide intervals. Cell 2000, 101, 25-33.
Crossref Google Scholar
[52]
Susa, M.; Iyer, A. K.; Ryu, K.; Choy, E.; Hornicek, F. J.; Mankin, H.; Milane, L.; Amiji, M. M.; Duan, Z. F. Inhibition of ABCB1 (MDR1) expression by an siRNA nanoparticulate delivery system to overcome drug resistance in osteosarcoma. PLoS One 2010, 5, e10764.
Crossref Google Scholar
[53]
Xia, Y. Q.; Wang, X. F.; Cheng, H.; Fang, M.; Ning, P. B.; Zhou, Y. L.; Chen, W.; Song, H. J. A polycation coated liposome as efficient siRNA carrier to overcome multidrug resistance. Colloids Surf. B Biointerfaces 2017, 159, 427-436.
Crossref Google Scholar
[54]
Nieth, C.; Priebsch, A.; Stege, A.; Lage, H. Modulation of the classical multidrug resistance (MDR) phenotype by RNA interference (RNAi). FEBS Lett. 2003, 545, 144-150.
Crossref Google Scholar
[55]
Yadav, S.; Van Vlerken, L. E.; Little, S. R.; Amiji, M. M. Evaluations of combination MDR-1 gene silencing and paclitaxel administration in biodegradable polymeric nanoparticle formulations to overcome multidrug resistance in cancer cells. Cancer Chemother. Pharmacol. 2009, 63, 711-722.
Crossref Google Scholar
[56]
Zhang, X. G.; Miao, J.; Dai, Y. Q.; Du, Y. Z.; Yuan, H.; Hu, F. Q. Reversal activity of nanostructured lipid carriers loading cytotoxic drug in multi-drug resistant cancer cells. Int. J. Pharm. 2008, 361, 239-244.
Crossref Google Scholar
Nano Research
Volume 13 Issue 11,
November 2020
Pages 3110-3122
DOI: 10.1007/s12274-020-2981-8
Cite this article:
Wang C, Guan W, Chen R, et al. Fluorescent glycan nanoparticle-based FACS assays for the identification of genuine drug-resistant cancer cells with differentiation potential. Nano Research, 2020, 13(11): 3110-3122. https://doi.org/10.1007/s12274-020-2981-8
Topics:
CellsChemotherapy CytologyDiseasesDrug deliveryFluorescenceNanoparticlesTheranostics

851

Views

9

Crossref

N/A

Web of Science

9

Scopus

0

CSCD

Altmetrics
Received: 08 April 2020
Revised: 09 July 2020
Accepted: 10 July 2020
Published: 10 August 2020
© Tsinghua University Press and Springer-Verlag GmbH Germany, part of Springer Nature 2020
Return