Three-Dimensional Cell Culture Systems in Pediatric and Adult Brain Tumor Precision Medicine
Abstract
:Simple Summary
Abstract
1. Introduction
2. Organoids Are Superior to Prior 2D In Vitro Models in Recapitulating the Primary Tumor Characteristics
3. Current Limitations of Organoids
4. Glioblastoma 3D Models as Blueprints for Tumor Organoids
4.1. Glioblastoma Organoids
4.2. Glioblastoma Corticoids
4.3. Neoplastic Cerebral Organoids (neoCORs)
4.4. Bioprinting
4.5. Generation of Patient-Derived Organoids from Lower-Grade Glioma
5. Organoid Models in Pediatric Brain Tumors
5.1. Pediatric High-Grade Glioma
5.2. Medulloblastoma
5.3. Atypical Teratoid Rhabdoid Tumors
5.4. Conclusions for 3D Models of Pediatric Brain Tumors
6. Generation of Next-Generation Organoids via Vascularization, Integration of TME Cell Diversity, and Standardization/Automation
6.1. Vascularization and Blood–Brain Barrier in Current Brain Organoid Models
6.2. Tumor Microenvironment
6.3. Standardization and Automation of Organoid Culture
7. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Stupp, R.; Mason, W.P.; van den Bent, M.J.; Weller, M.; Fisher, B.; Taphoorn, M.J.B.; Belanger, K.; Brandes, A.A.; Marosi, C.; Al, E. Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N. Engl. J. Med. 2005, 352, 987–996. [Google Scholar] [CrossRef] [Green Version]
- Cohen, K.J.; Heideman, R.L.; Zhou, T.; Holmes, E.J.; Lavey, R.S.; Bouffet, E.; Pollack, I.F. Temozolomide in the treatment of children with newly diagnosed diffuse intrinsic pontine gliomas: A report from the Children’s Oncology Group. Neuro-Oncol. 2011, 13, 410–416. [Google Scholar] [CrossRef] [Green Version]
- Ginn, K.F.; Gajjar, A. Atypical teratoid rhabdoid tumor: Current therapy and future directions. Front. Oncol. 2012, 2, 114. [Google Scholar] [CrossRef] [Green Version]
- Rasmussen, B.K.; Hansen, S.; Laursen, R.J.; Kosteljanetz, M.; Schultz, H.; Nørgård, B.M.; Guldberg, R.; Gradel, K.O. Epidemiology of glioma: Clinical characteristics, symptoms, and predictors of glioma patients grade I–IV in the the Danish Neuro-Oncology Registry. J. Neurooncol. 2017, 135, 571–579. [Google Scholar] [CrossRef]
- Eriksson, M.; Kahari, J.; Vestman, A.; Hallmans, M.; Johansson, M.; Bergenheim, A.T.; Sandström, M. Improved treatment of glioblastoma–changes in survival over two decades at a single regional Centre. Acta Oncol. 2019, 58, 334–341. [Google Scholar] [CrossRef] [Green Version]
- Poon, M.T.C.; Sudlow, C.L.M.; Figueroa, J.D.; Brennan, P.M. Longer-term (≥2 years) survival in patients with glioblastoma in population-based studies pre- and post-2005: A systematic review and meta-analysis. Sci. Rep. 2020, 10, 11622. [Google Scholar] [CrossRef]
- Bagley, S.J.; Kothari, S.; Rahman, R.; Lee, E.Q.; Dunn, G.P.; Galanis, E.; Chang, S.M.; Nabors, L.B.; Ahluwalia, M.S.; Stupp, R.; et al. Glioblastoma Clinical Trials: Current Landscape and Opportunities for Improvement. Clin. Cancer Res. 2022, 28, 594–602. [Google Scholar] [CrossRef]
- LeSavage, B.L.; Suhar, R.A.; Broguiere, N.; Lutolf, M.P.; Heilshorn, S.C. Next-generation cancer organoids. Nat. Mater. 2021, 21, 143–159. [Google Scholar] [CrossRef]
- Pribluda, A.; De La Cruz, C.C.; Jackson, E.L. Intratumoral heterogeneity: From diversity comes resistance. Clin. Cancer Res. 2015, 21, 2916–2923. [Google Scholar] [CrossRef] [Green Version]
- Kim, J.H.; An, G.H.; Kim, J.Y.; Rasaei, R.; Kim, W.J.; Jin, X.; Woo, D.H.; Han, C.; Yang, S.R.; Kim, J.H.; et al. Human pluripotent stem-cell-derived alveolar organoids for modeling pulmonary fibrosis and drug testing. Cell Death Discov. 2021, 7, 48. [Google Scholar] [CrossRef]
- Dapash, M.; Hou, D.; Castro, B.; Lee-Chang, C.; Lesniak, M.S. The interplay between glioblastoma and its microenvironment. Cells 2021, 10, 2257. [Google Scholar] [CrossRef]
- Melcher, V.; Kerl, K. The Growing Relevance of Immunoregulation in Pediatric Brain Tumors. Cancers 2021, 13, 5601. [Google Scholar] [CrossRef]
- Clevers, H. Modeling Development and Disease with Organoids. Cell 2016, 165, 1586–1597. [Google Scholar] [CrossRef] [Green Version]
- Eiraku, M.; Takata, N.; Ishibashi, H.; Kawada, M.; Sakakura, E.; Okuda, S.; Sekiguchi, K.; Adachi, T.; Sasai, Y. Self-organizing optic-cup morphogenesis in three-dimensional culture. Nature 2011, 472, 51–58. [Google Scholar] [CrossRef]
- Lancaster, M.A.; Renner, M.; Martin, C.A.; Wenzel, D.; Bicknell, L.S.; Hurles, M.E.; Homfray, T.; Penninger, J.M.; Jackson, A.P.; Knoblich, J.A. Cerebral organoids model human brain development and microcephaly. Nature 2013, 501, 373–379. [Google Scholar] [CrossRef] [Green Version]
- Sloan, S.A.; Andersen, J.; Pașca, A.M.; Birey, F.; Pașca, S.P. Generation and assembly of human brain region–specific three-dimensional cultures. Nat. Protoc. 2018, 13, 2062–2085. [Google Scholar] [CrossRef]
- Qian, X.; Nguyen, H.N.; Song, M.M.; Hadiono, C.; Ogden, S.C.; Hammack, C.; Yao, B.; Hamersky, G.R.; Jacob, F.; Zhong, C.; et al. Brain-Region-Specific Organoids Using Mini-bioreactors for Modeling ZIKV Exposure. Cell 2016, 165, 1238–1254. [Google Scholar] [CrossRef] [Green Version]
- Muguruma, K.; Nishiyama, A.; Kawakami, H.; Hashimoto, K.; Sasai, Y. Self-organization of polarized cerebellar tissue in 3D culture of human pluripotent stem cells. Cell Rep. 2015, 10, 537–550. [Google Scholar] [CrossRef] [Green Version]
- Sato, T.; Stange, D.E.; Ferrante, M.; Vries, R.G.J.; Van Es, J.H.; Van Den Brink, S.; Van Houdt, W.J.; Pronk, A.; Van Gorp, J.; Siersema, P.D.; et al. Long-term expansion of epithelial organoids from human colon, adenoma, adenocarcinoma, and Barrett’s epithelium. Gastroenterology 2011, 141, 1762–1772. [Google Scholar] [CrossRef]
- Gao, D.; Vela, I.; Sboner, A.; Iaquinta, P.J.; Karthaus, W.R.; Gopalan, A.; Dowling, C.; Wanjala, J.N.; Undvall, E.A.; Arora, V.K.; et al. Organoid cultures derived from patients with advanced prostate cancer. Cell 2014, 159, 176–187. [Google Scholar] [CrossRef]
- Boj, S.F.; Hwang, C.I.; Baker, L.A.; Chio, I.I.C.; Engle, D.D.; Corbo, V.; Jager, M.; Ponz-Sarvise, M.; Tiriac, H.; Spector, M.S.; et al. Organoid models of human and mouse ductal pancreatic cancer. Cell 2015, 160, 324–338. [Google Scholar] [CrossRef] [Green Version]
- Broutier, L.; Mastrogiovanni, G.; Verstegen, M.M.A.; Francies, H.E.; Gavarró, L.M.; Bradshaw, C.R.; Allen, G.E.; Arnes-Benito, R.; Sidorova, O.; Gaspersz, M.P.; et al. Human primary liver cancer-derived organoid cultures for disease modeling and drug screening. Nat. Med. 2017, 23, 1424–1435. [Google Scholar] [CrossRef] [Green Version]
- Hubert, C.G.; Rivera, M.; Spangler, L.C.; Wu, Q.; Mack, S.C.; Prager, B.C.; Couce, M.; McLendon, R.E.; Sloan, A.E.; Rich, J.N. A three-dimensional organoid culture system derived from human glioblastomas recapitulates the hypoxic gradients and cancer stem cell heterogeneity of tumors found in vivo. Cancer Res. 2016, 76, 2465–2477. [Google Scholar] [CrossRef] [Green Version]
- Drost, J.; Clevers, H. Organoids in cancer research. Nat. Rev. Cancer 2018, 18, 407–418. [Google Scholar] [CrossRef]
- Huch, M.; Knoblich, J.A.; Lutolf, M.P.; Martinez-Arias, A. The hope and the hype of organoid research. Development 2017, 144, 938–941. [Google Scholar] [CrossRef] [Green Version]
- Rossi, G.; Manfrin, A.; Lutolf, M.P. Progress and potential in organoid research. Nat. Rev. Genet. 2018, 19, 671–687. [Google Scholar] [CrossRef]
- Nii, T.; Makino, K.; Tabata, Y. Three-dimensional culture system of cancer cells combined with biomaterials for drug screening. Cancers 2020, 12, 2754. [Google Scholar] [CrossRef]
- Toh, Y.C.; Lim, T.C.; Tai, D.; Xiao, G.; Van Noort, D.; Yu, H. A microfluidic 3D hepatocyte chip for drug toxicity testing. Lab Chip 2009, 9, 2026–2035. [Google Scholar] [CrossRef]
- Jacob, F.; Salinas, R.D.; Zhang, D.Y.; Nguyen, P.T.T.; Schnoll, J.G.; Wong, S.Z.H.; Thokala, R.; Sheikh, S.; Saxena, D.; Prokop, S.; et al. A Patient-Derived Glioblastoma Organoid Model and Biobank Recapitulates Inter- and Intra-tumoral Heterogeneity. Cell 2020, 180, 188–204.e22. [Google Scholar] [CrossRef]
- Driehuis, E.; Kretzschmar, K.; Clevers, H. Establishment of patient-derived cancer organoids for drug-screening applications. Nat. Protoc. 2020, 15, 3380–3409. [Google Scholar] [CrossRef]
- Graf, M.; Interlandi, M.; Moreno, N.; Holdhof, D.; Göbel, C.; Melcher, V.; Mertins, J.; Albert, T.K.; Kastrati, D.; Alfert, A.; et al. Single-cell transcriptomics identifies potential cells of origin of MYC rhabdoid tumors. Nat. Commun. 2022, 13, 1544. [Google Scholar] [CrossRef]
- Kim, H.J.; Park, J.W.; Lee, J.H. Genetic Architectures and Cell-of-Origin in Glioblastoma. Front. Oncol. 2021, 10, 615400. [Google Scholar] [CrossRef]
- Melcher, V.; Graf, M.; Interlandi, M.; Moreno, N.; de Faria, F.W.; Kim, S.N.; Kastrati, D.; Korbanka, S.; Alfert, A.; Gerß, J.; et al. Macrophage-tumor cell interaction promotes ATRT progression and chemoresistance. Acta Neuropathol. 2020, 139, 913–936. [Google Scholar] [CrossRef] [Green Version]
- Parsons, D.W.; Jones, S.; Zhang, X.; Lin, J.C.H.; Leary, R.J.; Angenendt, P.; Mankoo, P.; Carter, H.; Siu, I.M.; Gallia, G.L.; et al. An integrated genomic analysis of human glioblastoma multiforme. Science 2008, 321, 1807–1812. [Google Scholar] [CrossRef] [Green Version]
- Li, Z.; Langhans, S.A. In Vivo and Ex Vivo Pediatric Brain Tumor Models: An Overview. Front. Oncol. 2021, 11. [Google Scholar] [CrossRef]
- Rybin, M.J.; Ivan, M.E.; Ayad, N.G.; Zeier, Z. Organoid Models of Glioblastoma and Their Role in Drug Discovery. Front. Cell. Neurosci. 2021, 15, 605255. [Google Scholar] [CrossRef]
- LeBlanc, V.G.; Trinh, D.L.; Aslanpour, S.; Hughes, M.; Livingstone, D.; Jin, D.; Ahn, B.Y.; Blough, M.D.; Cairncross, J.G.; Chan, J.A.; et al. Single-cell landscapes of primary glioblastomas and matched explants and cell lines show variable retention of inter- and intratumor heterogeneity. Cancer Cell 2022, 40, 379–392.e9. [Google Scholar] [CrossRef]
- McMurtrey, R.J. Analytic Models of Oxygen and Nutrient Diffusion, Metabolism Dynamics, and Architecture Optimization in Three-Dimensional Tissue Constructs with Applications and Insights in Cerebral Organoids. Tissue Eng. Part C Methods 2015, 22, 221–249. [Google Scholar] [CrossRef] [Green Version]
- Qazi, M.A.; Vora, P.; Venugopal, C.; Sidhu, S.S.; Moffat, J.; Swanton, C.; Singh, S.K. Intratumoral heterogeneity: Pathways to treatment resistance and relapse in human glioblastoma. Ann. Oncol. 2017, 28, 1448–1456. [Google Scholar] [CrossRef]
- Linkous, A.; Balamatsias, D.; Snuderl, M.; Edwards, L.; Miyaguchi, K.; Milner, T.; Reich, B.; Cohen-Gould, L.; Storaska, A.; Nakayama, Y.; et al. Modeling Patient-Derived Glioblastoma with Cerebral Organoids. Cell Rep. 2019, 26, 3203–3211.e5. [Google Scholar] [CrossRef]
- Ivanov, D.P.; Parker, T.L.; Walker, D.A.; Alexander, C.; Ashford, M.B.; Gellert, P.R.; Garnett, M.C. Multiplexing spheroid volume, resazurin and acid phosphatase viability assays for high-throughput screening of tumour spheroids and stem cell neurospheres. PLoS ONE 2014, 9, e103817. [Google Scholar] [CrossRef] [Green Version]
- Ivanov, D.P.; Parker, T.L.; Walker, D.A.; Alexander, C.; Ashford, M.B.; Gellert, P.R.; Garnett, M.C. In vitro co-culture model of medulloblastoma and human neural stem cells for drug delivery assessment. J. Biotechnol. 2015, 205, 3–13. [Google Scholar] [CrossRef] [Green Version]
- Chen, C.-C.; Li, H.-W.; Wang, Y.-L.; Lee, C.-C.; Shen, Y.-C.; Hsieh, C.-Y.; Lin, H.-L.; Chen, X.-X.; Cho, D.-Y.; Hsieh, C.-L.; et al. Patient-derived tumor organoids as a platform of precision treatment for malignant brain tumors. Sci. Rep. 2022, 12, 16399. [Google Scholar] [CrossRef]
- Ma, X.; Li, H.; Zhu, S.; Hong, Z.; Kong, W.; Yuan, Q.; Wu, R.; Pan, Z.; Zhang, J.; Chen, Y.; et al. Angiorganoid: Vitalizing the organoid with blood vessels. Vasc. Biol. 2022, 4, R44–R57. [Google Scholar] [CrossRef]
- Arvanitis, C.D.; Ferraro, G.B.; Jain, R.K. The blood–brain barrier and blood–tumour barrier in brain tumours and metastases. Nat. Rev. Cancer 2020, 20, 26–41. [Google Scholar] [CrossRef]
- Pham, M.T.; Pollock, K.M.; Rose, M.D.; Cary, W.A.; Stewart, H.R.; Zhou, P.; Nolta, J.A.; Waldau, B. Generation of human vascularized brain organoids. Neuroreport 2018, 29, 588–593. [Google Scholar] [CrossRef]
- Shi, Y.; Sun, L.; Wang, M.; Liu, J.; Zhong, S.; Li, R.; Li, P.; Guo, L.; Fang, A.; Chen, R.; et al. Vascularized human cortical organoids (vOrganoids) model cortical development in vivo. PLoS Biol. 2020, 18, e3000705. [Google Scholar] [CrossRef]
- Ahn, Y.; An, J.H.; Yang, H.J.; Lee, D.G.; Kim, J.; Koh, H.; Park, Y.H.; Song, B.S.; Sim, B.W.; Lee, H.J.; et al. Human blood vessel organoids penetrate human cerebral organoids and form a vessel-like system. Cells 2021, 10, 2036. [Google Scholar] [CrossRef]
- Henrik Heiland, D.; Ravi, V.M.; Behringer, S.P.; Frenking, J.H.; Wurm, J.; Joseph, K.; Garrelfs, N.W.C.; Strähle, J.; Heynckes, S.; Grauvogel, J.; et al. Tumor-associated reactive astrocytes aid the evolution of immunosuppressive environment in glioblastoma. Nat. Commun. 2019, 10, 2541. [Google Scholar] [CrossRef] [Green Version]
- Venkatesh, H.S.; Johung, T.B.; Caretti, V.; Noll, A.; Tang, Y.; Nagaraja, S.; Gibson, E.M.; Mount, C.W.; Polepalli, J.; Mitra, S.S.; et al. Neuronal activity promotes glioma growth through neuroligin-3 secretion. Cell 2015, 161, 803–816. [Google Scholar] [CrossRef]
- Venkatesh, H.S.; Morishita, W.; Geraghty, A.C.; Silverbush, D.; Gillespie, S.M.; Arzt, M.; Tam, L.T.; Espenel, C.; Ponnuswami, A.; Ni, L.; et al. Electrical and synaptic integration of glioma into neural circuits. Nature 2019, 573, 539–545. [Google Scholar] [CrossRef]
- Parisian, A.D.; Koga, T.; Miki, S.; Johann, P.D.; Kool, M.; Crawford, J.R.; Furnari, F.B. SMARCB1 loss interacts with neuronal differentiation state to block maturation and impact cell stability. Genes Dev. 2020, 34, 1316–1329. [Google Scholar] [CrossRef]
- Bian, S.; Repic, M.; Guo, Z.; Kavirayani, A.; Burkard, T.; Bagley, J.A.; Krauditsch, C.; Knoblich, J.A. Genetically engineered cerebral organoids model brain tumor formation. Nat. Methods 2018, 15, 631–639. [Google Scholar] [CrossRef]
- Krieger, T.G.; Tirier, S.M.; Park, J.; Jechow, K.; Eisemann, T.; Peterziel, H.; Angel, P.; Eils, R.; Conrad, C. Modeling glioblastoma invasion using human brain organoids and single-cell transcriptomics. Neuro-Oncol. 2020, 22, 1138–1149. [Google Scholar] [CrossRef] [Green Version]
- Chiaradia, I.; Lancaster, M.A. Brain organoids for the study of human neurobiology at the interface of in vitro and in vivo. Nat. Neurosci. 2020, 23, 1496–1508. [Google Scholar] [CrossRef]
- Tanaka, Y.; Cakir, B.; Xiang, Y.; Sullivan, G.J.; Park, I.H. Synthetic Analyses of Single-Cell Transcriptomes from Multiple Brain Organoids and Fetal Brain. Cell Rep. 2020, 30, 1682–1689.e3. [Google Scholar] [CrossRef] [Green Version]
- Benito-Kwiecinski, S.; Lancaster, M.A. Brain organoids: Human neurodevelopment in a dish. Cold Spring Harb. Perspect. Biol. 2020, 12, a035709. [Google Scholar] [CrossRef] [Green Version]
- Quadrato, G.; Brown, J.; Arlotta, P. The promises and challenges of human brain organoids as models of neuropsychiatric disease. Nat. Med. 2016, 22, 1220–1228. [Google Scholar] [CrossRef]
- Weil, S.; Osswald, M.; Solecki, G.; Grosch, J.; Jung, E.; Lemke, D.; Ratliff, M.; Hänggi, D.; Wick, W.; Winkler, F. Tumor microtubes convey resistance to surgical lesions and chemotherapy in gliomas. Neuro-Oncol. 2017, 19, 1316–1326. [Google Scholar] [CrossRef] [Green Version]
- Neftel, C.; Laffy, J.; Filbin, M.G.; Hara, T.; Shore, M.E.; Rahme, G.J.; Richman, A.R.; Silverbush, D.; Shaw, M.L.; Hebert, C.M.; et al. An Integrative Model of Cellular States, Plasticity, and Genetics for Glioblastoma. Cell 2019, 178, 835–849.e21. [Google Scholar] [CrossRef]
- Patel, A.P.; Tirosh, I.; Trombetta, J.J.; Shalek, A.K.; Gillespie, S.M.; Wakimoto, H.; Cahill, D.P.; Nahed, B.V.; Curry, W.T.; Martuza, R.L.; et al. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma. Science 2014, 344, 1396–1401. [Google Scholar] [CrossRef] [Green Version]
- Loong, H.H.F.; Wong, A.M.; Chan, D.T.M.; Cheung, M.S.H.; Chow, C.; Ding, X.; Chan, A.K.Y.; Johnston, P.A.; Lau, J.Y.W.; Poon, W.S.; et al. Patient-derived tumor organoid predicts drugs response in glioblastoma: A step forward in personalized cancer therapy? J. Clin. Neurosci. 2020, 78, 400–402. [Google Scholar] [CrossRef]
- Ravi, V.M.; Will, P.; Kueckelhaus, J.; Sun, N.; Joseph, K.; Salié, H.; Vollmer, L.; Kuliesiute, U.; von Ehr, J.; Benotmane, J.K.; et al. Spatially resolved multi-omics deciphers bidirectional tumor-host interdependence in glioblastoma. Cancer Cell 2022, 40, 639–655.e13. [Google Scholar] [CrossRef]
- Ocasio, J.; Babcock, B.; Malawsky, D.; Weir, S.J.; Loo, L.; Simon, J.M.; Zylka, M.J.; Hwang, D.; Dismuke, T.; Sokolsky, M.; et al. scRNA-seq in medulloblastoma shows cellular heterogeneity and lineage expansion support resistance to SHH inhibitor therapy. Nat. Commun. 2019, 10, 5829. [Google Scholar] [CrossRef] [Green Version]
- Jacob, F.; Ming, G.L.; Song, H. Generation and biobanking of patient-derived glioblastoma organoids and their application in CAR T cell testing. Nat. Protoc. 2020, 15, 4000–4033. [Google Scholar] [CrossRef]
- Johnson, L.A.; Scholler, J.; Ohkuri, T.; Kosaka, A.; Patel, P.R.; McGettigan, S.E.; Nace, A.K.; Dentchev, T.; Thekkat, P.; Loew, A.; et al. Rational development and characterization of humanized anti-EGFR variant III chimeric antigen receptor T cells for glioblastoma. Sci. Transl. Med. 2015, 7, 275ra22. [Google Scholar] [CrossRef] [Green Version]
- da Silva, B.; Mathew, R.K.; Polson, E.S.; Williams, J.; Wurdak, H. Spontaneous Glioblastoma Spheroid Infiltration of Early-Stage Cerebral Organoids Models Brain Tumor Invasion. SLAS Discov. 2018, 23, 862–868. [Google Scholar] [CrossRef] [Green Version]
- Pine, A.R.; Cirigliano, S.M.; Nicholson, J.G.; Hu, Y.; Linkous, A.; Miyaguchi, K.; Edwards, L.; Singhania, R.; Schwartz, T.H.; Ramakrishna, R.; et al. Tumor microenvironment is critical for the maintenance of cellular states found in primary glioblastomas. Cancer Discov. 2020, 10, 964–979. [Google Scholar] [CrossRef] [Green Version]
- Goranci-Buzhala, G.; Mariappan, A.; Gabriel, E.; Ramani, A.; Ricci-Vitiani, L.; Buccarelli, M.; D’Alessandris, Q.G.; Pallini, R.; Gopalakrishnan, J. Rapid and Efficient Invasion Assay of Glioblastoma in Human Brain Organoids. Cell Rep. 2020, 31, 107738. [Google Scholar] [CrossRef]
- Azzarelli, R.; Ori, M.; Philpott, A.; Simons, B.D. Three-dimensional model of glioblastoma by co-culturing tumor stem cells with human brain organoids. Biol. Open 2021, 10, bio056416. [Google Scholar] [CrossRef]
- Osswald, M.; Jung, E.; Sahm, F.; Solecki, G.; Venkataramani, V.; Blaes, J.; Weil, S.; Horstmann, H.; Wiestler, B.; Syed, M.; et al. Brain tumour cells interconnect to a functional and resistant network. Nature 2015, 528, 93–98. [Google Scholar] [CrossRef]
- Jinek, M.; Chylinski, K.; Fonfara, I.; Hauer, M.; Doudna, J.A.; Charpentier, E. A Programmable Dual-RNA–Guided. Science 2012, 337, 816–822. [Google Scholar] [CrossRef]
- Platt, R.J.; Chen, S.; Zhou, Y.; Yim, M.J.; Swiech, L.; Kempton, H.R.; Dahlman, J.E.; Parnas, O.; Eisenhaure, T.M.; Jovanovic, M.; et al. CRISPR-Cas9 knockin mice for genome editing and cancer modeling. Cell 2014, 159, 440–455. [Google Scholar] [CrossRef] [Green Version]
- Chen, S.; Sanjana, N.E.; Zheng, K.; Shalem, O.; Lee, K.; Shi, X.; Scott, D.A.; Song, J.; Pan, J.Q.; Weissleder, R.; et al. Genome-wide CRISPR screen in a mouse model of tumor growth and metastasis. Cell 2015, 160, 1246–1260. [Google Scholar] [CrossRef] [Green Version]
- Ogawa, J.; Pao, G.M.; Shokhirev, M.N.; Verma, I.M. Glioblastoma Model Using Human Cerebral Organoids. Cell Rep. 2018, 23, 1220–1229. [Google Scholar] [CrossRef] [Green Version]
- Heinrich, M.A.; Bansal, R.; Lammers, T.; Zhang, Y.S.; Michel Schiffelers, R.; Prakash, J. 3D-Bioprinted Mini-Brain: A Glioblastoma Model to Study Cellular Interactions and Therapeutics. Adv. Mater. 2019, 31, 1806590. [Google Scholar] [CrossRef]
- Tang, M.; Xie, Q.; Gimple, R.C.; Zhong, Z.; Tam, T.; Tian, J.; Kidwell, R.L.; Wu, Q.; Prager, B.C.; Qiu, Z.; et al. Three-dimensional bioprinted glioblastoma microenvironments model cellular dependencies and immune interactions. Cell Res. 2020, 30, 833–853. [Google Scholar] [CrossRef]
- Yi, H.-G.; Jeong, Y.H.; Kim, Y.; Choi, Y.-J.; Moon, H.E.; Park, S.H.; Kang, K.S.; Bae, M.; Jang, J.; Youn, H.; et al. A bioprinted human-glioblastoma-on-a-chip for the identification of patient-specific responses to chemoradiotherapy. Nat. Biomed. Eng. 2019, 3, 509–519. [Google Scholar] [CrossRef]
- Staros, R.; Michalak, A.; Rusinek, K.; Mucha, K.; Pojda, Z.; Zagożdżon, R. Perspectives for 3D-Bioprinting in Modeling of Tumor Immune Evasion. Cancers 2022, 14, 3126. [Google Scholar] [CrossRef]
- Qu, J.; Kalyani, F.S.; Liu, L.; Cheng, T.; Chen, L. Tumor organoids: Synergistic applications, current challenges, and future prospects in cancer therapy. Cancer Commun. 2021, 41, 1331–1353. [Google Scholar] [CrossRef]
- Gao, G.; Huang, Y.; Schilling, A.F.; Hubbell, K.; Cui, X. Organ Bioprinting: Are We There Yet? Adv. Healthc. Mater. 2018, 7, 1–8. [Google Scholar] [CrossRef]
- Roesch, S.; Rapp, C.; Dettling, S.; Herold-Mende, C. When immune cells turn bad—Tumor-associated microglia/macrophages in glioma. Int. J. Mol. Sci. 2018, 19, 436. [Google Scholar] [CrossRef] [Green Version]
- Maloney, E.; Clark, C.; Sivakumar, H.; Yoo, K.; Aleman, J.; Rajan, S.A.P.; Forsythe, S.; Mazzocchi, A.; Laxton, A.W.; Tatter, S.B.; et al. Immersion bioprinting of tumor organoids in multi-well plates for increasing chemotherapy screening throughput. Micromachines 2020, 11, 208. [Google Scholar] [CrossRef] [Green Version]
- Abdullah, K.G.; Bird, C.E.; Buehler, J.D.; Gattie, L.C.; Savani, M.R.; Sternisha, A.C.; Xiao, Y.; Levitt, M.M.; Hicks, W.H.; Li, W.; et al. Establishment of patient-derived organoid models of lower-grade glioma. Neuro-Oncol. 2022, 24, 612–623. [Google Scholar] [CrossRef]
- Partap, S.; Monje, M. Pediatric Brain Tumors. Continuum 2020, 26, 1553–1583. [Google Scholar] [CrossRef]
- Dobson, T.H.W.; Gopalakrishnan, V. Preclinical models of pediatric brain tumors—Forging ahead. Bioengineering 2018, 5, 81. [Google Scholar] [CrossRef] [Green Version]
- Sundar, S.J.; Shakya, S.; Barnett, A.; Wallace, L.C.; Jeon, H.; Sloan, A.; Recinos, V.; Hubert, C.G. Three-dimensional organoid culture unveils resistance to clinical therapies in adult and pediatric glioblastoma. Transl. Oncol. 2022, 15, 101251. [Google Scholar] [CrossRef]
- Ballabio, C.; Anderle, M.; Gianesello, M.; Lago, C.; Miele, E.; Cardano, M.; Aiello, G.; Piazza, S.; Caron, D.; Gianno, F.; et al. Modeling medulloblastoma in vivo and with human cerebellar organoids. Nat. Commun. 2020, 11, 583. [Google Scholar] [CrossRef] [Green Version]
- Frisira, E.; Rashid, F.; Varma, S.N.; Badodi, S.; Benjamin-Ombo, V.A.; Michod, D.; Niklison-Chirou, M.V. NPI-0052 and γ-radiation induce a synergistic apoptotic effect in medulloblastoma. Cell Death Dis. 2019, 10, 785. [Google Scholar] [CrossRef] [Green Version]
- Jones, C.; Karajannis, M.A.; Jones, D.T.W.; Kieran, M.W.; Monje, M.; Baker, S.J.; Becher, O.J.; Cho, Y.J.; Gupta, N.; Hawkins, C.; et al. Pediatric high-grade glioma: Biologically and clinically in need of new thinking. Neuro-Oncol. 2017, 19, 153–161. [Google Scholar] [CrossRef]
- Orr, B.A. Pathology, diagnostics, and classification of medulloblastoma. Brain Pathol. 2020, 30, 664–678. [Google Scholar] [CrossRef]
- Taylor, M.D.; Northcott, P.A.; Korshunov, A.; Remke, M.; Cho, Y.J.; Clifford, S.C.; Eberhart, C.G.; Parsons, D.W.; Rutkowski, S.; Gajjar, A.; et al. Molecular subgroups of medulloblastoma: The current consensus. Acta Neuropathol. 2012, 123, 465–472. [Google Scholar] [CrossRef] [Green Version]
- Neumann, J.E.; Swartling, F.J.; Schüller, U. Medulloblastoma: Experimental models and reality. Acta Neuropathol. 2017, 134, 679–689. [Google Scholar] [CrossRef]
- Ivanov, D.P.; Coyle, B.; Walker, D.A.; Grabowska, A.M. In vitro models of medulloblastoma: Choosing the right tool for the job. J. Biotechnol. 2016, 236, 10–25. [Google Scholar] [CrossRef]
- Johann, P.D.; Erkek, S.; Zapatka, M.; Kerl, K.; Buchhalter, I.; Hovestadt, V.; Jones, D.T.W.; Sturm, D.; Hermann, C.; Segura Wang, M.; et al. Atypical Teratoid/Rhabdoid Tumors Are Comprised of Three Epigenetic Subgroups with Distinct Enhancer Landscapes. Cancer Cell 2016, 29, 379–393. [Google Scholar] [CrossRef] [Green Version]
- Moreno, N.; Schmidt, C.; Ahlfeld, J.; Pöschl, J.; Dittmar, S.; Pfister, S.M.; Kool, M.; Kerl, K.; Schüller, U. Loss of Smarc proteins impairs cerebellar development. J. Neurosci. 2014, 34, 13486–13491. [Google Scholar] [CrossRef] [Green Version]
- Holdhof, D.; Schoof, M.; Al-Kershi, S.; Spohn, M.; Kresbach, C.; Göbel, C.; Hellwig, M.; Indenbirken, D.; Moreno, N.; Kerl, K.; et al. Brahma-related gene 1 has time-specific roles during brain and eye development. Development 2021, 148, dev196147. [Google Scholar] [CrossRef]
- Han, Z.Y.; Richer, W.; Fréneaux, P.; Chauvin, C.; Lucchesi, C.; Guillemot, D.; Grison, C.; Lequin, D.; Pierron, G.; Masliah-Planchon, J.; et al. The occurrence of intracranial rhabdoid tumours in mice depends on temporal control of Smarcb1 inactivation. Nat. Commun. 2016, 7, 10421. [Google Scholar] [CrossRef] [Green Version]
- Grabovska, Y.; Mackay, A.; O’Hare, P.; Crosier, S.; Finetti, M.; Schwalbe, E.C.; Pickles, J.C.; Fairchild, A.R.; Avery, A.; Cockle, J.; et al. Pediatric pan-central nervous system tumor analysis of immune-cell infiltration identifies correlates of antitumor immunity. Nat. Commun. 2020, 11, 4324. [Google Scholar] [CrossRef]
- Wörsdörfer, P.; Dalda, N.; Kern, A.; Krüger, S.; Wagner, N.; Kwok, C.K.; Henke, E.; Ergün, S. Generation of complex human organoid models including vascular networks by incorporation of mesodermal progenitor cells. Sci. Rep. 2019, 9, 15663. [Google Scholar] [CrossRef]
- Sun, X.Y.; Ju, X.C.; Li, Y.; Zeng, P.M.; Wu, J.; Zhou, Y.Y.; Shen, L.B.; Dong, J.; Chen, Y.J.; Luo, Z.G. Generation of Vascularized Brain Organoids to Study Neurovascular Interactions. Elife 2022, 11, e76707. [Google Scholar] [CrossRef]
- Crouch, E.E.; Bhaduri, A.; Andrews, M.G.; Cebrian-Silla, A.; Diafos, L.N.; Birrueta, J.O.; Wedderburn-Pugh, K.; Valenzuela, E.J.; Bennett, N.K.; Eze, U.C.; et al. Ensembles of endothelial and mural cells promote angiogenesis in prenatal human brain. Cell 2022, 185, 3753–3769.e18. [Google Scholar] [CrossRef]
- Cakir, B.; Xiang, Y.; Tanaka, Y.; Kural, M.H.; Parent, M.; Kang, Y.J.; Chapeton, K.; Patterson, B.; Yuan, Y.; He, C.S.; et al. Engineering of human brain organoids with a functional vascular-like system. Nat. Methods 2019, 16, 1169–1175. [Google Scholar] [CrossRef]
- Shirure, V.S.; Bi, Y.; Curtis, M.B.; Lezia, A.; Goedegebuure, M.M.; Goedegebuure, S.P.; Aft, R.; Fields, R.C.; George, S.C. Tumor-on-a-chip platform to investigate progression and drug sensitivity in cell lines and patient-derived organoids. Lab Chip 2018, 18, 3687–3702. [Google Scholar] [CrossRef]
- Silvestri, V.L.; Henriet, E.; Linville, R.M.; Wong, A.D.; Searson, P.C.; Ewald, A.J. A tissue-engineered 3d microvessel model reveals the dynamics of mosaic vessel formation in breast cancer. Cancer Res. 2020, 80, 4288–4301. [Google Scholar] [CrossRef]
- Pasqualini, C.; Kozaki, T.; Bruschi, M.; Nguyen, T.H.H.; Minard-Colin, V.; Castel, D.; Grill, J.; Ginhoux, F. Modeling the Interaction between the Microenvironment and Tumor Cells in Brain Tumors. Neuron 2020, 108, 1025–1044. [Google Scholar] [CrossRef]
- Hambardzumyan, D.; Gutmann, D.H.; Kettenmann, H. The role of microglia and macrophages in glioma maintenance and progression. Nat. Neurosci. 2015, 19, 20–27. [Google Scholar] [CrossRef] [Green Version]
- Xu, R.; Boreland, A.J.; Li, X.; Erickson, C.; Jin, M.; Atkins, C.; Pang, Z.P.; Daniels, B.P.; Jiang, P. Developing human pluripotent stem cell-based cerebral organoids with a controllable microglia ratio for modeling brain development and pathology. Stem Cell Rep. 2021, 16, 1923–1937. [Google Scholar] [CrossRef]
- Renner, H.; Grabos, M.; Becker, K.J.; Kagermeier, T.E.; Wu, J.; Otto, M.; Peischard, S.; Zeuschner, D.; Tsytsyura, Y.; Disse, P.; et al. A fully automated high-throughput workflow for 3d-based chemical screening in human midbrain organoids. Elife 2020, 9, e52904. [Google Scholar] [CrossRef]
- Renner, H.; Otto, M.; Grabos, M.; Schöler, H.R.; Bruder, J.M. Fluorescence-based single-cell analysis of whole-mount-stained and cleared microtissues and organoids for high throughput screening. Bio-Protocol 2021, 11, e4050. [Google Scholar] [CrossRef]
Reference | Entity | Model-Type | Method |
---|---|---|---|
Hubert et al., 2016 [23] | glioblastoma | GBO | Tumor cells embedded in Matrigel |
Jacob et al., 2020 [29] | glioblastoma | GBO | Tumor pieces on an orbital shaker |
Loong et al., 2020 [62] | glioblastoma | GBO | Tumor cells embedded in Matrigel |
Chen et al., 2022 [43] | glioblastoma | GBO | Tumor pieces on an orbital shaker |
LeBlanc et al., 2022 [37] | glioblastoma | PDE | Tumor pieces in Matrigel |
da Silva et al., 2018 [67] | glioblastoma | GLICO | Murine brain organoids, GBM cells |
Linkous et al., 2019 [40] | glioblastoma | GLICO | Brain organoids + GBM cells |
Krieger et al., 2020 [54] | glioblastoma | GLICO | Brain organoids + GBM cells |
Gorancia-Buzhala et al., 2020 [69] | glioblastoma | GLICO | Brain organoids + GBM cells |
Azzarelli et al., 2021 [70] | glioblastoma | GLICO | Brain organoids + GBM cells |
Ogawa et al., 2018 [75] | glioblastoma | neoCOR | HRas, TP53 mutations |
Bian et al., 2018 [53] | glioblastoma | neoCOR | Several different mutations in combination and alone as PTEN, Myc, and EGFR |
Yi et al., 2019 [78] | glioblastoma | bioprinting | GBM cells + endothelial cells + HUVECs |
Heinrich et al., 2019 [76] | glioblastoma | bioprinting | GBM cells + macrophages |
Tang et al., 2020 [77] | glioblastoma | bioprinting | GBM cells + neuronal progenitor cells + astrocytes + macrophages |
Abdullah et al., 2022 [84] | LGG | PDO | Tumor pieces on an orbital shaker; 5% O2 |
Sundar et al., 2022 [87] | pediatric HGG | PDO | Tumor cells embedded in Matrigel |
Frisira et al., 2019 [89] | medulloblastoma | PDO | Tumor cells embedded in Matrigel |
Ballabio et al., 2020 [88] | medulloblastoma | neoCOR | Different mutations, e.g., Otx-2 or c-Myc |
Parisian et al., 2020 [52] | ATRT | neoCOR | SMARCB1-KD |
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Riedel, N.C.; de Faria, F.W.; Alfert, A.; Bruder, J.M.; Kerl, K. Three-Dimensional Cell Culture Systems in Pediatric and Adult Brain Tumor Precision Medicine. Cancers 2022, 14, 5972. https://doi.org/10.3390/cancers14235972
Riedel NC, de Faria FW, Alfert A, Bruder JM, Kerl K. Three-Dimensional Cell Culture Systems in Pediatric and Adult Brain Tumor Precision Medicine. Cancers. 2022; 14(23):5972. https://doi.org/10.3390/cancers14235972
Chicago/Turabian StyleRiedel, Nicole C., Flavia W. de Faria, Amelie Alfert, Jan M. Bruder, and Kornelius Kerl. 2022. "Three-Dimensional Cell Culture Systems in Pediatric and Adult Brain Tumor Precision Medicine" Cancers 14, no. 23: 5972. https://doi.org/10.3390/cancers14235972