Multicellular tumor spheroids as an in vivo-like tumor model for three-dimensional imaging of chemotherapeutic and nano material cellular penetration
Open accessAbstract
We present a flexible and highly reproducible method using three-dimensional (3D) multicellular tumor spheroids to quantify chemotherapeutic and nanoparticle penetration properties in vitro. We generated HeLa cell-derived spheroids using the liquid overlay method. To properly characterize HeLa spheroids, scanning electron microscopy, transmission electron microscopy, and multiphoton microscopy were used to obtain high-resolution 3D images of HeLa spheroids. Next, pairing high-resolution optical characterization techniques with flow cytometry, we quantitatively compared the penetration of doxorubicin, quantum dots, and synthetic micelles into 3D HeLa spheroid versus HeLa cells grown in a traditional two-dimensional culturing system. Our data revealed that 3D cultured HeLa cells acquired several clinically relevant morphologic and cellular characteristics (such as resistance to chemotherapeutics) often found in human solid tumors. These characteristic, however, could not be captured using conventional two-dimensional cell culture techniques. This study demonstrated the remarkable versatility of HeLa spheroid 3D imaging. In addition, our results revealed the capability of HeLa spheroids to function as a screening tool for nanoparticles or synthetic micelles that, due to their inherent size, charge, and hydrophobicity, can penetrate into solid tumors and act as delivery vehicles for chemotherapeutics. The development of this image-based, reproducible, and quantifiable in vitro HeLa spheroid screening tool will greatly aid future exploration of chemotherapeutics and nanoparticle delivery into solid tumors.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A range of microscopic techniques has been employed to evaluate spheroid growth, morphology, and internal cellular organization.
“A range of microscopic techniques has been employed to evaluate spheroid growth, morphology, and internal cellular organization [14,182,232].”
From Modeling Tumor Microenvironment Complexity In Vitro: Spheroids as Physiologically Relevant Tumor Models and Strategies for Their Analysis (2025) · cites this paper as [232]
The absence of necrosis in the smaller spheroid size (2,500 cells/spheroid) was confirmed via histological staining.
“Although the results are not presented, the absence of necrosis in the smaller spheroid size (2,500 cells/spheroid) was also confirmed via histological staining, as previously reported for tumour based spheroids [48].”
From Direct Measurements of Oxygen Gradients in Spheroid Culture System Using Electron Parametric Resonance Oximetry (2016) · cites this paper as [48]
Cites
Quantum Dots for Live Cells, in Vivo Imaging, and Diagnostics
Michalet, X., Pinaud, F. F., Bentolila, L. A., Tsay, J. M., Doose, S., Li, J. J., Sundaresan, G., Wu, A. M., Gambhir, S. S., & Weiss, S. (2005) · Science · doi:10.1126/science.1104274 · Cited by 7,794 · see citing works
Deep tissue two-photon microscopy
Helmchen, F., & Denk, W. T. (2005) · Nature Methods · doi:10.1038/nmeth818 · Cited by 4,165 · see citing works
In Vivo Imaging of Quantum Dots Encapsulated in Phospholipid Micelles
Dubertret, B., Skourides, P., Norris, D. J., Noireaux, V., Brivanlou, A. H., & Libchaber, A. (2002) · Science · doi:10.1126/science.1077194 · Cited by 3,019 · see citing works
Drug penetration in solid tumours
Minchinton, A. I., & Tannock, I. F. (2006) · Nature reviews. Cancer · doi:10.1038/nrc1893 · Cited by 2,805 · see citing works
Shape effects of filaments versus spherical particles in flow and drug delivery
Geng, Y., Dalhaimer, P., Cai, S., Tsai, R., Tewari, M., Minko, T., & Discher, D. E. (2007) · Nature Nanotechnology · doi:10.1038/nnano.2007.70 · Cited by 2,565 · see citing works
Cell and environment interactions in tumor microregions: the multicell spheroid model.
Sutherland, R. M. (1988) · Science · doi:10.1126/science.2451290 · Cited by 1,803 · see citing works
Spheroid-based drug screen: Considerations and practical approach
Friedrich, J., Seidel, C., Ebner, R., & Kunz-Schughart, L. A. (2009) · Nature Protocols · doi:10.1038/nprot.2008.226 · Cited by 1,742 · see citing works
Abbott, A. (2003) · Nature · doi:10.1038/424870a · Cited by 1,237 · see citing works
Victora, G. D., Schwickert, T. A., Fooksman, D., Kamphorst, A. O., Meyer‐Hermann, M., Dustin, M. L., & Nussenzweig, M. C. (2010) · Cell · doi:10.1016/j.cell.2010.10.032 · Cited by 1,199 · see citing works
Kelm, J. M., Timmins, N. E., Brown, C. J., Fussenegger, M., & Nielsen, L. K. (2003) · Biotechnology and Bioengineering · doi:10.1002/bit.10655 · Cited by 934 · see citing works
Single-cell cloning of colon cancer stem cells reveals a multi-lineage differentiation capacity
Vermeulen, L., Todaro, M., Melo, F. D. S. E., Sprick, M. R., Kemper, K., Pérez‐Alea, M., Richel, D. J., Stassi, G., & Medema, J. P. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0805706105 · Cited by 725 · see citing works
Jeong, B., Bae, Y. H., & Kim, S. W. (2000) · Journal of Controlled Release · doi:10.1016/s0168-3659(99)00194-7 · Cited by 637 · see citing works
Therapeutic implications of cancer stem cells
Al‐Hajj, M., Becker, M. W., Wicha, M. S., Weissman, I. L., & Clarke, M. F. (2003) · Current Opinion in Genetics & Development · doi:10.1016/j.gde.2003.11.007 · Cited by 561 · see citing works
Tuning payload delivery in tumour cylindroids using gold nanoparticles
Kim, B., Han, G., Toley, B. J., Kim, C., Rotello, V. M., & Forbes, N. S. (2010) · Nature Nanotechnology · doi:10.1038/nnano.2010.58 · Cited by 479 · see citing works
Experimental anti-tumor therapy in 3-D: Spheroids – old hat or new challenge?
Friedrich, J., Ebner, R., & Kunz‐Schughart, L. A. (2007) · International Journal of Radiation Biology · doi:10.1080/09553000701727531 · Cited by 445 · see citing works
Multicellular resistance: a paradigm for clinical resistance?
Desoize, B. (2000) · Critical Reviews in Oncology/Hematology · doi:10.1016/s1040-8428(00)00086-x · Cited by 400 · see citing works
Tumor Angiogenesis: A Possible Control Point in Tumor Growth
Folkman, J. (1975) · Annals of Internal Medicine · doi:10.7326/0003-4819-82-1-96 · Cited by 279 · see citing works
Chemical analysis and cellular imaging with quantum dots
Smith, A. M., & Nie, S. (2004) · The Analyst · doi:10.1039/b404498n · Cited by 248 · see citing works
Generation of Multicellular Tumor Spheroids by the Hanging-Drop Method
Timmins, N. E., & Nielsen, L. K. (2007) · Methods in Molecular Medicine™ · doi:10.1007/978-1-59745-443-8_8 · Cited by 241 · see citing works
Improving Penetration in Tumors With Nanoassemblies of Phospholipids and Doxorubicin
Tang, N., Du, G., Wang, N., Liu, C., Hang, H., & Liang, W. P. (2007) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/djm027 · Cited by 240 · see citing works
Carion, O., Mahler, B., Pons, T., & Dubertret, B. (2007) · Nature Protocols · doi:10.1038/nprot.2007.351 · Cited by 168 · see citing works
Barbone, D., Yang, T., Morgan, J. R., Gaudino, G., & Broaddus, V. C. (2008) · Journal of Biological Chemistry · doi:10.1074/jbc.m709698200 · Cited by 148 · see citing works
Arimura, H., Ohya, Y., & Ouchi, T. (2005) · Biomacromolecules · doi:10.1021/bm0494491 · Cited by 144 · see citing works
Probing the Microenvironment of Mammary Tumors Using Multiphoton Microscopy
Sidani, M., Wyckoff, J. B., Xue, C., Segall, J. E., & Condeelis, J. S. (2006) · Journal of Mammary Gland Biology and Neoplasia · doi:10.1007/s10911-006-9021-5 · Cited by 136 · see citing works
Growth of nodular carcinomas in rodents compared with multi-cell spheroids in tissue culture.
Inch, W. R., Ja, M., & Rm, S. (1970) · PubMed · Cited by 135 · see citing works
Yang, R., Yang, S., Shim, W., Cui, F., Cheng, G., Kim, I., Kim, D., Chung, S., & Shim, C. (2008) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21487 · Cited by 132 · see citing works
Relations between ph, oxygen partial pressure and growth in cultured cell spheroids
Carlsson, J., & Acker, H. (1988) · International Journal of Cancer · doi:10.1002/ijc.2910420515 · Cited by 127 · see citing works
Luccardini, C., Tribet, C., Vial, F., Marchi, V., & Dahan, M. (2006) · Langmuir · doi:10.1021/la052704y · Cited by 115 · see citing works
Mechanistics of formation and ultrastructural evaluation of hepatocyte spheroids
Peshwa, M. V., Wu, F. J., Sharp, H. L., Cerra, F. B., & Hu, W. (1996) · In Vitro Cellular & Developmental Biology - Animal · doi:10.1007/bf02722946 · Cited by 103 · see citing works
Karavelidis, V., Giliopoulos, D. J., Karavas, E., & Bikiaris, D. Ν. (2010) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2010.09.004 · Cited by 70 · see citing works
Part III: The Pathology of Tumors
Ackerman, L. V., & Kraus, F. T. (1963) · CA A Cancer Journal for Clinicians · doi:10.3322/canjclin.13.2.57 · Cited by 68 · see citing works
Liu, C., Yu, W., Chen, Z., Zhang, J., & Zhang, N. (2011) · Journal of Controlled Release · doi:10.1016/j.jconrel.2011.02.027 · Cited by 62 · see citing works
Bredel‐Geissler, A., Karbach, U., Walenta, S., Vollrath, L., & Mueller‐Klieser, W. (1992) · Journal of Cellular Physiology · doi:10.1002/jcp.1041530108 · Cited by 60 · see citing works
Patterned Polyelectrolyte Multilayer: Surface Modification for Enhancing Selective Adsorption
Shi, F., Wang, Z., Zhao, N., & Zhang, X. (2004) · Langmuir · doi:10.1021/la0478393 · Cited by 54 · see citing works
Roux, L. L., Volgin, A., Maxwell, D. S., Ishihara, K., Gelovani, J. G., & Schellingerhout, D. (2008) · Molecular Imaging · doi:10.2310/7290.2008.00023 · Cited by 37 · see citing works
Characterization of a new model of human prostatic cancer: The multicellular tumor spheroid
Donaldson, J. T., Tucker, J. A., Keane, T. E., Walther, P. J., & Webb, K. S. (1990) · International Journal of Cancer · doi:10.1002/ijc.2910460216 · Cited by 17 · see citing works
Haga, T., Uchide, N., Tugizov, S. M., & Palefsky, J. M. (2007) · APOPTOSIS · doi:10.1007/s10495-007-0132-2 · Cited by 17 · see citing works
The Pathology of Tumors Part II: Diagnostic Techniques
Rosaí, J., & Ackerman, L. V. (1979) · CA A Cancer Journal for Clinicians · doi:10.3322/canjclin.29.1.22 · Cited by 15 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
3D tumor spheroids: an overview on the tools and techniques used for their analysis
Costa, E. C., Moreira, A. F., de Melo-Diogo, D., Gaspar, V. M., Carvalho, M. P., & Correia, I. J. (2016) · Biotechnology Advances · doi:10.1016/j.biotechadv.2016.11.002 · Cited by 929 · see citing works
Three-dimensional culture systems in cancer research: Focus on tumor spheroid model
Nath, S., & Devi, G. R. (2016) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2016.03.013 · Cited by 919 · see citing works
Current hurdles to the translation of nanomedicines from bench to the clinic
Đorđević, S., Gonzalez, M. M., Conejos‐Sánchez, I., Carreira, B., Pozzi, S., Acúrcio, R. C., Satchi‐Fainaro, R., Florindo, H. F., & Vicent, M. J. (2021) · Drug Delivery and Translational Research · doi:10.1007/s13346-021-01024-2 · Cited by 715 · see citing works
Sperm-Hybrid Micromotor for Targeted Drug Delivery
Xu, H. C., Medina‐Sánchez, M., Magdanz, V., Schwarz, L., Hebenstreit, F., & Schmidt, O. G. (2017) · ACS Nano · doi:10.1021/acsnano.7b06398 · Cited by 541 · see citing works
Three-dimensional printing of Hela cells for cervical tumor model in vitro
Zhao, Y., Yao, R., Ouyang, L., Ding, H., Zhang, T., Zhang, K., Cheng, S., & Sun, W. (2014) · Biofabrication · doi:10.1088/1758-5082/6/3/035001 · Cited by 537 · see citing works
Advances in multicellular spheroids formation
Cui, X., Hartanto, Y., & Zhang, H. (2017) · Journal of The Royal Society Interface · doi:10.1098/rsif.2016.0877 · Cited by 511 · see citing works
PhysiCell: An open source physics-based cell simulator for 3-D multicellular systems
Ghaffarizadeh, A., Heiland, R. W., Friedman, S. H., Mumenthaler, S. M., & Macklin, P. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1005991 · Cited by 456 · see citing works
Three-Dimensional Spheroids as In Vitro Preclinical Models for Cancer Research
Pinto, B., Henriques, A. C., Silva, P. M. A., & Bousbaa, H. (2020) · Pharmaceutics · doi:10.3390/pharmaceutics12121186 · Cited by 440 · see citing works
Challenges of applying multicellular tumor spheroids in preclinical phase
Han, S. J., Kwon, S., & Kim, K. S. (2021) · Cancer Cell International · doi:10.1186/s12935-021-01853-8 · Cited by 428 · see citing works
Three-dimensional in vitro culture models in oncology research
Jubelin, C., Muñoz-García, J., Griscom, L., Cochonneau, D., Ollivier, E., Heymann, M., Vallette, F. M., Oliver, L., & Heymann, D. (2022) · Cell & Bioscience · doi:10.1186/s13578-022-00887-3 · Cited by 280 · see citing works
Costa, E. C., de Melo‐Diogo, D., Moreira, A. F., Carvalho, M. P., & Correia, I. J. (2018) · Biotechnology Journal · doi:10.1002/biot.201700417 · Cited by 224 · see citing works
Lazzari, G., Couvreur, P., & Mura, S. (2017) · Polymer Chemistry · doi:10.1039/c7py00559h · Cited by 202 · see citing works
Tian, B., Tian, R., Liu, S., Wang, Y., Gai, S., Xie, Y. H., Yang, D., He, F., Yang, P., & Lin, J. (2023) · Advanced Materials · doi:10.1002/adma.202304262 · Cited by 181 · see citing works
Emerging tumor spheroids technologies for 3D in vitro cancer modeling
Rodrigues, T., Kundu, B., Silva-Correia, J., Kundu, S. C., Oliveira, J. M., Reis, R. L., & Correlo, V. M. (2018) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2017.10.018 · Cited by 178 · see citing works
Basuki, J. S., Duong, H. T. T., Macmillan, A., Erlich, R. B., Esser, L., Åkerfeldt, M. C., Whan, R. M., Kavallaris, M., Boyer, C. A., & Davis, T. P. (2013) · ACS Nano · doi:10.1021/nn404407g · Cited by 172 · see citing works
Huang, B.-W., & Gao, J.-Q. (2018) · Journal of Controlled Release · doi:10.1016/j.jconrel.2017.12.005 · Cited by 174 · see citing works
Millard, M., Yakavets, I., Zorin, V. P., Kulmukhamedova, A., Marchal, S., & Bezdetnaya, L. (2017) · International Journal of Nanomedicine · doi:10.2147/ijn.s146927 · Cited by 141 · see citing works
A 3D Fibrous Scaffold Inducing Tumoroids: A Platform for Anticancer Drug Development
Girard, Y., Wang, C., Ravi, S., Howell, M., Mallela, J. P., Alibrahim, M., Green, R. J., Hellermann, G., Mohapatra, S. S., & Mohapatra, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0075345 · Cited by 134 · see citing works
Liu, X., Weaver, E. M., & Hummon, A. B. (2013) · Analytical Chemistry · doi:10.1021/ac400519c · Cited by 129 · see citing works
Lee, J. M., Park, D. Y., Yang, L., Kim, E. J., Ahrberg, C. D., Lee, K., & Chung, B. G. (2018) · Scientific Reports · doi:10.1038/s41598-018-35216-7 · Cited by 126 · see citing works
Lung-On-A-Chip Technologies for Disease Modeling and Drug Development
Konar, D., Devarasetty, M., Yıldız, D. V., Atala, A., & Murphy, S. V. (2016) · Biomedical Engineering and Computational Biology · doi:10.4137/becb.s34252 · Cited by 107 · see citing works
Mani, A., Feng, T., Gandioso, A., Vinck, R., Notaro, A., Gourdon, L., Bürckel, P., Saubaméa, B., Blacque, O., Cariou, K., et al. (2023) · Angewandte Chemie International Edition · doi:10.1002/anie.202218347 · Cited by 102 · see citing works
Langan, L. M., Dodd, N. J. F., Owen, S. F., Purcell, W. M., Jackson, S. K., & Jha, A. N. (2016) · PLOS ONE · doi:10.1371/journal.pone.0149492 · Cited by 101 · see citing works
Liu, X., Wang, C., Ma, H., Yu, F., Hu, F., & Yuan, H. (2019) · Advanced Healthcare Materials · doi:10.1002/adhm.201801486 · Cited by 94 · see citing works
Obaid, G., Bano, S., Mallidi, S., Broekgaarden, M., Kuriakose, J., Silber, Z., Bulin, A., Wang, Y.-C., Mai, Z., Jin, W., et al. (2019) · Nano Letters · doi:10.1021/acs.nanolett.9b00859 · Cited by 94 · see citing works
3D cancer models: One step closer to in vitro human studies
Manduca, N., Maccafeo, E., Maria, R. D., Sistigu, A., & Musella, M. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1175503 · Cited by 95 · see citing works
Liquid-based three-dimensional tumor models for cancer research and drug discovery
Ham, S. L., Joshi, R., Thakuri, P. S., & Tavana, H. (2016) · Experimental Biology and Medicine · doi:10.1177/1535370216643772 · Cited by 91 · see citing works
Lazzari, G., Vinciguerra, D., Balasso, A., Nicolas, V., Goudin, N., Garfa‐Traoré, M., Fehér, A., Dinnyés, A., Nicolas, J., Couvreur, P., et al. (2019) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2019.06.019 · Cited by 90 · see citing works
Mathematical modelling reveals cellular dynamics within tumour spheroids
Bull, J. A., Mech, F., Quaiser, T., Waters, S. L., & Byrne, H. M. (2020) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1007961 · Cited by 90 · see citing works
Current Advances in 3D Bioprinting for Cancer Modeling and Personalized Medicine
Germain, N., Dhayer, M., Dekiouk, S., & Marchetti, P. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23073432 · Cited by 92 · see citing works
Facile One Step Formation and Screening of Tumor Spheroids Using Droplet‐Microarray Platform
Popova, A. A., Tronser, T., Demir, K., Haitz, P., Kuodyte, K., Starkuviene, V., Wajda, P., & Levkin, P. A. (2019) · Small · doi:10.1002/smll.201901299 · Cited by 84 · see citing works
LaBonia, G. J., Lockwood, S. Y., Heller, A. A., Spence, D. M., & Hummon, A. B. (2016) · PROTEOMICS · doi:10.1002/pmic.201500524 · Cited by 83 · see citing works
Zhao, J., Lu, H., Xiao, P., & Stenzel, M. H. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b04805 · Cited by 83 · see citing works
Photodynamic therapy in 3D cancer models and the utilisation of nanodelivery systems
Mohammad-Hadi, L., MacRobert, A. J., Loizidou, M., & Yaghini, E. (2018) · Nanoscale · doi:10.1039/c7nr07739d · Cited by 79 · see citing works
Kanwar, J. R., Mahidhara, G., Roy, K., Sasidharan, S., Krishnakumar, S., Neerati, P., Sehgal, R., & Kanwar, R. K. (2014) · Nanomedicine · doi:10.2217/nnm.14.132 · Cited by 70 · see citing works
Pozzi, S., Scomparin, A., Dangoor, S. I., Ajamil, D. R., Ofek, P., Neufeld, L., Krivitsky, A., Vaskovich‐Koubi, D., Kleiner, R., Dey, P., et al. (2021) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2021.04.001 · Cited by 68 · see citing works
Notaro, A., Jakubaszek, M., Rotthowe, N., Maschietto, F., Vinck, R., Felder, P., Goud, B., Tharaud, M., Ciofini, I., Fethi Bedioui, A., et al. (2020) · Journal of the American Chemical Society · doi:10.1021/jacs.9b12464 · Cited by 68 · see citing works
Shah, S., & D’Souza, G. G. M. (2025) · Cells · doi:10.3390/cells14100732 · Cited by 66 · see citing works
“A range of microscopic techniques has been employed to evaluate spheroid growth, morphology, and internal cellular organization [14,182,232].”
Ganguli, A., Mostafa, A., Saavedra, C., Kim, Y., Le, P., Faramarzi, V., Feathers, R. W., Berger, J., Ramos-Cruz, K. P., Adeniba, O. O., et al. (2021) · Science Advances · doi:10.1126/sciadv.abc1323 · Cited by 66 · see citing works
Mitrakas, A. G., Tsolou, A., Didaskalou, S., Karkaletsou, L., Efstathiou, C., Eftalitsidis, E., Marmanis, K., & Koffa, M. D. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24086949 · Cited by 66 · see citing works
Folate-Targeted Multifunctional Amino Acid-Chitosan Nanoparticles for Improved Cancer Therapy
Gaspar, V. M., Costa, E. C., Queiroz, J. A., Pichon, C., de Sousa, F. P., & Correia, I. J. (2014) · Pharmaceutical Research · doi:10.1007/s11095-014-1486-0 · Cited by 66 · see citing works
Studies of nanoparticle delivery with in vitro bio-engineered microtissues
Sun, M., Lee, J., Chen, Y., & Hoshino, K. (2020) · Bioactive Materials · doi:10.1016/j.bioactmat.2020.06.016 · Cited by 66 · see citing works
Satapathy, S. R., Siddharth, S., Das, D., Nayak, A., & Kundu, C. N. (2015) · Molecular Pharmaceutics · doi:10.1021/acs.molpharmaceut.5b00461 · Cited by 64 · see citing works
Chemical analysis of multicellular tumour spheroids
Jamieson, L. E., Harrison, D. J., & Campbell, C. J. (2015) · The Analyst · doi:10.1039/c5an00524h · Cited by 61 · see citing works
Juárez‐Moreno, K., Chávez‐García, D., Hirata, G. A., & Vázquez-Duhalt, R. (2022) · Toxicology in Vitro · doi:10.1016/j.tiv.2022.105461 · Cited by 60 · see citing works
Rapid Enhancement of Cellular Spheroid Assembly by Acoustically Driven Microcentrifugation
Alhasan, L., Qi, A., Al‐Abboodi, A., Rezk, A. R., Chan, P. P. Y., Iliescu, C., & Yeo, L. Y. (2016) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.6b00144 · Cited by 59 · see citing works
Fructose-Coated Nanodiamonds: Promising Platforms for Treatment of Human Breast Cancer
Zhao, J., Lai, H., Lu, H., Barner‐Kowollik, C., Stenzel, M. H., & Xiao, P. (2016) · Biomacromolecules · doi:10.1021/acs.biomac.6b00754 · Cited by 59 · see citing works
Paclitaxel-Loaded Nanosponges Inhibit Growth and Angiogenesis in Melanoma Cell Models
Clemente, N., Argenziano, M., Gigliotti, C. L., Ferrara, B., Boggio, E. M., Chiocchetti, A., Caldera, F., Trotta, F., Benetti, E., Annaratone, L., et al. (2019) · Frontiers in Pharmacology · doi:10.3389/fphar.2019.00776 · Cited by 57 · see citing works
Zheng, Y., Wu, Z., Lin, J., & Lin, L. (2019) · Chinese Chemical Letters · doi:10.1016/j.cclet.2019.07.036 · Cited by 54 · see citing works
Pathophysiologically relevant in vitro tumor models for drug screening
Das, V., Bruzzese, F., Konečný, P., Iannelli, F., Budillon, A., & Hajdúch, M. (2015) · Drug Discovery Today · doi:10.1016/j.drudis.2015.04.004 · Cited by 53 · see citing works
Perini, G., Palmieri, V., Friggeri, G., Augello, A., Spirito, M. D., & Papi, M. (2023) · Cancer Nanotechnology · doi:10.1186/s12645-023-00168-9 · Cited by 52 · see citing works
Three-dimensional tumor models: Promoting breakthroughs in nanotheranostics translational research
Mapanao, A. K., & Voliani, V. (2020) · Applied Materials Today · doi:10.1016/j.apmt.2019.100552 · Cited by 51 · see citing works
Schütze, F., Roehrig, F., Vorlová, S., Gätzner, S., Kühn, A., Ergün, S., & Henke, E. (2015) · Scientific Reports · doi:10.1038/srep17576 · Cited by 49 · see citing works
Three-dimensional and co-culture models for preclinical evaluation of metal-based anticancer drugs
Schreiber‐Brynzak, E., Klapproth, E., Unger, C., Lichtscheidl, I., Göschl, S., Schweighofer, S., Trondl, R., Dolznig, H., Jakupec, M. A., & Keppler, B. K. (2015) · Investigational New Drugs · doi:10.1007/s10637-015-0260-4 · Cited by 48 · see citing works
Synthetic and natural polymer hydrogels: A review of 3D spheroids and drug delivery
Yadav, P., Singh, S., Jaiswal, S., & Kumar, R. (2024) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2024.136126 · Cited by 48 · see citing works
Liu, Y., Gill, E., & Huang, Y. Y. S. (2017) · Future Science OA · doi:10.4155/fsoa-2016-0084 · Cited by 46 · see citing works
Eglen, R. M., & Reisine, T. (2019) · SLAS TECHNOLOGY · doi:10.1177/2472630318803275 · Cited by 43 · see citing works
Notaro, A., Frei, A., Rubbiani, R., Jakubaszek, M., Basu, U., Koch, S., Mari, C., Dotou, M., Blacque, O., Gouyon, J., et al. (2020) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.0c00431 · Cited by 44 · see citing works
Dithiolane quartets: thiol-mediated uptake enables cytosolic delivery in deep tissue
Martinent, R., Tawffik, S., López‐Andarias, J., Moreau, D., Laurent, Q., & Matile, S. (2021) · Chemical Science · doi:10.1039/d1sc04828g · Cited by 42 · see citing works
3D tumor spheroids: morphological alterations a yardstick to anti-cancer drug response
Senrung, A., Lalwani, S., Janjua, D., Tripathi, T., Kaur, J., Ghuratia, N., Aggarwal, N., Chhokar, A., Yadav, J., Chaudhary, A., et al. (2023) · In vitro models · doi:10.1007/s44164-023-00059-8 · Cited by 42 · see citing works
Bellotti, C., Duchi, S., Bevilacqua, A., Lucarelli, E., & Piccinini, F. (2016) · Cytotechnology · doi:10.1007/s10616-016-9969-y · Cited by 42 · see citing works
Dirheimer, L., Pons, T., Marchal, F., & Bezdetnaya, L. (2022) · Pharmaceutics · doi:10.3390/pharmaceutics14102136 · Cited by 41 · see citing works
Ringquist, R., Ghoshal, D., Jain, R., & Roy, K. (2021) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2021.114003 · Cited by 39 · see citing works
Evaluation of assays for drug efficacy in a three-dimensional model of the lung
Huber, J., Amann, A., Koeck, S., Lorenz, E., Kelm, J. M., Obexer, P., Zwierzina, H., & Gamerith, G. (2016) · Journal of Cancer Research and Clinical Oncology · doi:10.1007/s00432-016-2198-0 · Cited by 39 · see citing works
A Maltol‐Containing Ruthenium Polypyridyl Complex as a Potential Anticancer Agent
Notaro, A., Jakubaszek, M., Koch, S., Rubbiani, R., Dömötör, O., Enyedy, É. A., Dotou, M., Fethi Bedioui, A., Tharaud, M., Goud, B., et al. (2020) · Chemistry - A European Journal · doi:10.1002/chem.201904877 · Cited by 36 · see citing works
Pancreatic Ductal Adenocarcinoma: Preclinical in vitro and ex vivo Models
Gündel, B., Liu, X., Löhr, M. J., & Heuchel, R. L. (2021) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2021.741162 · Cited by 35 · see citing works
On-chip clearing of arrays of 3-D cell cultures and micro-tissues
Grist, S. M., Nasseri, S. S., Poon, T. K. C., Roskelley, C. D., & Cheung, K. C. (2016) · Biomicrofluidics · doi:10.1063/1.4959031 · Cited by 35 · see citing works
In Vitro Models of Biological Barriers for Nanomedical Research
Carton, F., & Malatesta, M. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23168910 · Cited by 35 · see citing works
Vinnitsky, V. B. (2014) · Intrinsically Disordered Proteins · doi:10.4161/idp.29997 · Cited by 35 · see citing works
3D Tumor Spheroid Models for In Vitro Therapeutic Screening of Nanoparticles
Daunys, S., Janonienė, A., Januškevičienė, I., Paškevičiūtė, M., & Petrikaitė, V. (2021) · Advances in experimental medicine and biology · doi:10.1007/978-3-030-58174-9_11 · Cited by 32 · see citing works
Ahmed-Cox, A., Pandžić, E., Johnston, S. T., Heu, C., McGhee, J. B., Mansfeld, F. M., Crampin, E. J., Davis, T. P., Whan, R. M., & Kavallaris, M. (2021) · Journal of Controlled Release · doi:10.1016/j.jconrel.2021.12.014 · Cited by 34 · see citing works
Developing a Drug Screening Platform: MALDI-Mass Spectrometry Imaging of Paper-Based Cultures
Tobias, F., McIntosh, J. C., LaBonia, G. J., Boyce, M. W., Lockett, M. R., & Hummon, A. B. (2019) · Analytical Chemistry · doi:10.1021/acs.analchem.9b03536 · Cited by 32 · see citing works
Perini, G., Rosa, E., Friggeri, G., Pietro, L. D., Barba, M., Parolini, O., Ciasca, G., Moriconi, C., Papi, M., Spirito, M. D., et al. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23063217 · Cited by 32 · see citing works
Goodarzi, S., Prunet, A., Rossetti, F., Bort, G., Tillement, O., Porcel, E., Lacombe, S., Wu, T.-D., Guerquin-Kern, J.-L., Delanoë-Ayari, H., et al. (2021) · Lab on a Chip · doi:10.1039/d1lc00192b · Cited by 29 · see citing works
Siddharth, S., Nayak, D., Nayak, A., Das, S., & Kundu, C. N. (2016) · DNA repair · doi:10.1016/j.dnarep.2016.05.034 · Cited by 29 · see citing works
Mass Spectrometry Analyses of Multicellular Tumor Spheroids
Acland, M., Mittal, P., Lokman, N. A., Klingler‐Hoffmann, M., Oehler, M. K., & Hoffmann, P. (2017) · PROTEOMICS - CLINICAL APPLICATIONS · doi:10.1002/prca.201700124 · Cited by 28 · see citing works
Kuznetsova, D. S., Shirmanova, M. V., Dudenkova, V. V., Subochev, P., Turchin, I. V., Вадимовна, З. Е., Lukyanov, S., Shakhov, B. E., & Kamensky, V. A. (2015) · Journal of Biophotonics · doi:10.1002/jbio.201400130 · Cited by 28 · see citing works
Untethered microgripper-the dexterous hand at microscale
Yin, C., Wei, F., Zhan, Z., Zheng, J., Yao, L., Yang, W., & Li, M. (2019) · Biomedical Microdevices · doi:10.1007/s10544-019-0430-9 · Cited by 27 · see citing works
Multidimensional controllable fabrication of tumor spheroids based on a microfluidic device
Hou, Y., Zheng, Y., Zheng, X. S., Sun, Y., Yi, X., Wu, Z., & Lin, J. (2023) · Lab on a Chip · doi:10.1039/d3lc00251a · Cited by 27 · see citing works
Mohammad-Hadi, L., Yaghini, E., MacRobert, A. J., & Loizidou, M. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21093203 · Cited by 27 · see citing works
iRGD peptide as effective transporter of CuInZnxS2+x quantum dots into human cancer cells
Przysiecka, Ł., Michalska, M., Nowaczyk, G., Peplisska, B., Jesionowski, T., Schneider, R., & Jurga, S. (2016) · Colloids and Surfaces B Biointerfaces · doi:10.1016/j.colsurfb.2016.05.041 · Cited by 26 · see citing works
Jubelin, C., Muñoz-García, J., Cochonneau, D., Ollivier, E., Vallette, F. M., Heymann, M., Oliver, L., & Heymann, D. (2023) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2023.1260049 · Cited by 26 · see citing works
Gamerith, G., Rainer, J., Huber, J., Hackl, H., Trajanoski, Z., Koeck, S., Lorenz, E., Kern, J., Kofler, R., Kelm, J. M., et al. (2017) · Oncotarget · doi:10.18632/oncotarget.22636 · Cited by 26 · see citing works
Mani, A., Feng, T., Gandioso, A., Vinck, R., Notaro, A., Gourdon, L., Bürckel, P., Saubaméa, B., Blacque, O., Cariou, K., et al. (2023) · Angewandte Chemie · doi:10.1002/ange.202218347 · Cited by 25 · see citing works
Aroylhydrazone Cu(Ⅱ) complexes: Syntheses, crystal structures, and anticancer properties
Hou, L., Jia, X., Wu, Y., Li, J., Dong, Y., Gou, Y., & Huang, G. (2021) · Journal of Molecular Structure · doi:10.1016/j.molstruc.2021.130469 · Cited by 24 · see citing works
Li, M., Song, X., Jin, S., & Ye, K. (2021) · Bio-Design and Manufacturing · doi:10.1007/s42242-021-00134-7 · Cited by 24 · see citing works
Assembly of breast cancer heterotypic spheroids on hyaluronic acid coated surfaces
Carvalho, M. P., Costa, E. C., & Correia, I. J. (2017) · Biotechnology Progress · doi:10.1002/btpr.2497 · Cited by 22 · see citing works
Wang, T., Wang, L., Wang, G., & Zhuang, Y. (2020) · Bioresources and Bioprocessing · doi:10.1186/s40643-020-00325-7 · Cited by 21 · see citing works
3D Spheroids’ Sensitivity to Electric Field Pulses Depends on Their Size
Gibot, L., & Rols, M. (2013) · The Journal of Membrane Biology · doi:10.1007/s00232-013-9535-x · Cited by 22 · see citing works
Modelling the tumor microenvironment in vitro in prostate cancer: current and future perspectives
Yuan, K., Du, X., Dong, L., Pan, J., & Xue, W. (2024) · Open Research (University of Surrey) · doi:10.1002/viw.20240074 · Cited by 21 · see citing works
Xiang, X., Langlois, S., St‐Pierre, M., Blinder, A., Charron, P., Graber, T. E., Fowler, S. L., Baird, S. D., Bennett, S. A. L., Alain, T., et al. (2021) · Oncogene · doi:10.1038/s41388-020-01623-2 · Cited by 21 · see citing works
Saha, A., Blando, J. M., Fernandez, I., Kiguchi, K., & DiGiovanni, J. (2016) · Oncotarget · doi:10.18632/oncotarget.7535 · Cited by 21 · see citing works
Shi, W., Le, V., Gu, C., Zheng, Y., Lang, M., Lü, Y., & Liu, J. (2014) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.23860 · Cited by 20 · see citing works
Xiang, X., Langlois, S., St‐Pierre, M., Barré, J. F., Grynspan, D., Purgina, B., & Cowan, K. N. (2018) · Oncogenesis · doi:10.1038/s41389-018-0100-4 · Cited by 19 · see citing works
Zhang, J., Liu, J., Zhao, Y., Wang, G., & Zhou, F. (2014) · Expert Opinion on Drug Delivery · doi:10.1517/17425247.2014.945417 · Cited by 17 · see citing works
Al‐Husaini, K., Elkamel, E., Han, X., & Chen, P. (2020) · The Canadian Journal of Chemical Engineering · doi:10.1002/cjce.23743 · Cited by 17 · see citing works
Bess, S. N., Smart, G. K., Igoe, M. J., & Muldoon, T. J. (2024) · In vitro models · doi:10.1007/s44164-024-00074-3 · Cited by 16 · see citing works
Lung carcinoma spheroids embedded in a microfluidic platform
Yıldız-Ozturk, E., Saglam‐Metiner, P., & Yeşil-Çeliktaş, Ö. (2021) · Cytotechnology · doi:10.1007/s10616-021-00470-7 · Cited by 16 · see citing works
Liu, K., Holz, J. A., Ding, Y., Liu, X., Zhang, Y., Tu, L., Kong, X., Priem, B., Nadort, A., Lambrechts, S. A. G., et al. (2014) · Nanoscale · doi:10.1039/c4nr05638h · Cited by 16 · see citing works
Advanced in vitro systems for efficacy and toxicity testing in nanomedicine
Fabbrizi, M. R., Duff, T., Oliver, J., & Wilde, C. J. (2014) · European Journal of Nanomedicine · doi:10.1515/ejnm-2014-0018 · Cited by 16 · see citing works
- Authors
- Ma, H.-L., Jiang, Q., Han, S., Wu, Y., Tomshine, J. C., Wang, D., Gan, Y., Zou, G., & Liang, X.-J.
- Affiliations
- From the CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology of China, Beijing, China, and the Department of Psychiatry, University of California, San Francisco, San Francisco, CA
- University of California, San Francisco (US)
- Corresponding author
- Zou, Guozhang
- Liang, Xing-Jie
- Venue
- Molecular Imaging
- Publisher
- SAGE Publications
- Published
- 2012-11-01
- Volume
- 11
- Issue
- 6
- Pages
- 487-98
- ISSN
- 1535-3508 (ISSN-L)
- 1536-0121
- OpenAlex
- W2121982033
- Cited by
- 182
- References
- 38
- Citations by year
- 2026: 6 · 2025: 12 · 2024: 6 · 2023: 16 · 2022: 12 · 2021: 25 · 2020: 16 · 2019: 15 · 2018: 7 · 2017: 14 · 2016: 19 · 2015: 11 · 2014: 17 · 2013: 6
- FWCI
- 4.41
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Molecular Imaging (publishedVersion)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Physical Sciences › Materials Science › Biomaterials › Nanoparticle-Based Drug Delivery
- Health Sciences › Medicine › Oncology › Cancer Cells and Metastasis
- Physical Sciences › Engineering › Biomedical Engineering › 3D Printing in Biomedical Research
- Keywords
- tumor spheroids, HeLa cells, 3D cell culture, quantum dots, nanoparticle delivery, chemoresistance, multiphoton microscopy, in vitro tumor model
- MeSH terms
- Antineoplastic Agents, Doxorubicin, Flow Cytometry, HeLa Cells, Humans, Micelles, Microscopy, Electron, Scanning, Microscopy, Fluorescence, Models, Biological, Neoplasms, Spheroids, Cellular, Imaging, Three-Dimensional, Quantum Dots, Cell Proliferation, Nanostructures
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review