Abstract
The production of personalized cancer vaccines made from autologous tumour cells could benefit from mechanisms that enhance immunogenicity. Here we show that cancer vaccines can be made via the cryogenic silicification of tumour cells, which preserves tumour antigens within nanoscopic layers of silica, followed by the decoration of the silicified surface with pathogen-associated molecular patterns. These pathogen-mimicking cells activate dendritic cells and enhance the internalization, processing and presentation of tumour antigens to T cells. In syngeneic mice with high-grade ovarian cancer, a cell-line-based silicified cancer vaccine supported the polarization of CD4+ T cells towards the T-helper-1 phenotype in the tumour microenvironment, and induced tumour-antigen-specific T-cell immunity, resulting in complete tumour eradication and in long-term animal survival. In the setting of established disease and a suppressive tumour microenvironment, the vaccine synergized with cisplatin. Silicified and surface-modified cells from tumour samples are amenable to dehydration and room-temperature storage without loss of efficacy and may be conducive to making individualized cancer vaccines across tumour types.
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Data availability
The main data supporting the results in this study are available within the paper and its Supplementary Information. The raw and analysed datasets generated during the study are too large to be publicly shared, but they are available for research purposes from the corresponding author on reasonable request. Source data for the figures are provided with this paper.
References
Sharma, P. & Allison, J. P. Immune checkpoint targeting in cancer therapy: toward combination strategies with curative potential. Cell 161, 205â214 (2015).
Srivatsan, S. et al. Allogeneic tumour cell vaccines: the promise and limitations in clinical trials. Hum. Vaccin. Immunother. 10, 52â63 (2014).
Chiang, C. L., Coukos, G. & Kandalaft, L. E. Whole tumour antigen vaccines: where are we? Vaccines 3, 344â372 (2015).
Sahin, U. & Tureci, O. Personalized vaccines for cancer immunotherapy. Science 359, 1355â1360 (2018).
Kantoff, P. W. et al. Sipuleucel-T immunotherapy for castration-resistant prostate cancer. N. Engl. J. Med. 363, 411â422 (2010).
Hollingsworth, R. E. & Jansen, K. Turning the corner on therapeutic cancer vaccines. NPJ Vaccines 4, 7 (2019).
Chiang, C. L. et al. A dendritic cell vaccine pulsed with autologous hypochlorous acid-oxidized ovarian cancer lysate primes effective broad antitumour immunity: from bench to bedside. Clin. Cancer Res. 19, 4801â4815 (2013).
Kandalaft, L. E. et al. A Phase I vaccine trial using dendritic cells pulsed with autologous oxidized lysate for recurrent ovarian cancer. J. Transl. Med. 11, 149 (2013).
Kamigaki, T. et al. Immunotherapy of autologous tumour lysate-loaded dendritic cell vaccines by a closed-flow electroporation system for solid tumours. Anticancer Res. 33, 2971â2976 (2013).
Sarivalasis, A. et al. A phase I/II trial comparing autologous dendritic cell vaccine pulsed either with personalized peptides (PEP-DC) or with tumour lysate (OC-DC) in patients with advanced high-grade ovarian serous carcinoma. J. Transl. Med. 17, 391 (2019).
Pattillo, R. A., Komaki, R., Reynolds, M. & Robles, J. Bacillus CalmetteâGuerin immunotherapy in ovarian cancer. J. Reprod. Med. 33, 41â45 (1988).
Nishida, S. et al. Immune adjuvant therapy using Bacillus CalmetteâGuerin cell wall skeleton (BCGâCWS) in advanced malignancies: a phase 1 study of safety and immunogenicity assessments. Medicine 98, e16771 (2019).
Walker, J. J., Spear, J. R. & Pace, N. R. Geobiology of a microbial endolithic community in the Yellowstone geothermal environment. Nature 434, 1011â1014 (2005).
Hamm, C. E. et al. Architecture and material properties of diatom shells provide effective mechanical protection. Nature 421, 841â843 (2003).
Kaehr, B. et al. Cellular complexity captured in durable silica biocomposites. Proc. Natl Acad. Sci. USA 109, 17336â17341 (2012).
Meraz, I. M. et al. Multivalent presentation of MPL by porous silicon microparticles favors T helper 1 polarization enhancing the anti-tumour efficacy of doxorubicin nanoliposomes. PLoS ONE 9, e94703 (2014).
Savage, D. J., Liu, X., Curley, S. A., Ferrari, M. & Serda, R. E. Porous silicon advances in drug delivery and immunotherapy. Curr. Opin. Pharmacol. 13, 834â841 (2013).
Meraz, I. M. et al. Activation of the inflammasome and enhanced migration of microparticle-stimulated dendritic cells to the draining lymph node. Mol. Pharm. 9, 2049â2062 (2012).
Melisi, D. et al. Toll-like receptor 9 agonists for cancer therapy. Biomedicines 2, 211â228 (2014).
Lynn, G. M. et al. In vivo characterization of the physicochemical properties of polymer-linked TLR agonists that enhance vaccine immunogenicity. Nat. Biotechnol. 33, 1201â1210 (2015).
Blander, J. M. Phagocytosis and antigen presentation: a partnership initiated by Toll-like receptors. Ann. Rheum. Dis. 67 (Suppl. 3), iii44âiii49 (2008).
Kumar, S., Sunagar, R. & Gosselin, E. Bacterial protein toll-like-receptor agonists: a novel perspective on vaccine adjuvants. Front Immunol. 10, 1144 (2019).
Ma, Y. F. & Yang, Y. W. Delivery of DNA-based cancer vaccine with polyethylenimine. Eur. J. Pharm. Sci. 40, 75â83 (2010).
Hu, K. et al. An ocular mucosal administration of nanoparticles containing DNA vaccine pRSC-gD-IL-21 confers protection against mucosal challenge with herpes simplex virus type 1 in mice. Vaccine 29, 1455â1462 (2011).
Kuai, R. et al. Dual TLR agonist nanodiscs as a strong adjuvant system for vaccines and immunotherapy. J. Control. Release 282, 131â139 (2018).
de Nardo, D., de Nardo, C. M., Nguyen, T., Hamilton, J. A. & Scholz, G. M. Signaling crosstalk during sequential TLR4 and TLR9 activation amplifies the inflammatory response of mouse macrophages. J. Immunol. 183, 8110â8118 (2009).
Moghimi, S. M. et al. A two-stage poly(ethylenimine)-mediated cytotoxicity: implications for gene transfer/therapy. Mol. Ther. 11, 990â995 (2005).
McConnell, K. I. et al. Reduced cationic nanoparticle cytotoxicity based on serum masking of surface potential. J. Biomed. Nanotechnol. 12, 154â164 (2016).
Doyle, S. E. et al. Toll-like receptors induce a phagocytic gene program through p38. J. Exp. Med. 199, 81â90 (2004).
Cole, G. A. Interferon-γ ELISPOT assay for the quantitative measurement of antigen-specific murine CD8+ T-cells. Methods Mol. Biol. 302, 191â204 (2005).
Koster, B. D. et al. Autologous tumour cell vaccination combined with systemic CpG-B and IFN-α promotes immune activation and induces clinical responses in patients with metastatic renal cell carcinoma: a phase II trial. Cancer Immunol. Immunother. 68, 1025â1035 (2019).
Giuntoli, R. L. II et al. Ovarian cancer-associated ascites demonstrates altered immune environment: implications for antitumour immunity. Anticancer Res. 29, 2875â2884 (2009).
Lee, C. H., Wu, C. L., Tai, Y. S. & Shiau, A. L. Systemic administration of attenuated Salmonella choleraesuis in combination with cisplatin for cancer therapy. Mol. Ther. 11, 707â716 (2005).
Burgdorf, S. & Kurts, C. Endocytosis mechanisms and the cell biology of antigen presentation. Curr. Opin. Immunol. 20, 89â95 (2008).
Savina, A. et al. NOX2 controls phagosomal pH to regulate antigen processing during crosspresentation by dendritic cells. Cell 126, 205â218 (2006).
Lee, Y. K. et al. Kinetics and chemistry of hydrolysis of ultrathin, thermally grown layers of silicon oxide as biofluid barriers in flexible electronic systems. ACS Appl. Mater. Interfaces 9, 42633â42638 (2017).
Choi, E. & Kim, S. Surface pH buffering to promote degradation of mesoporous silica nanoparticles under a physiological condition. J. Colloid Interface Sci. 533, 463â470 (2019).
Tanyi, J. L. et al. Personalized cancer vaccine effectively mobilizes antitumour T cell immunity in ovarian cancer. Sci. Transl. Med. https://doi.org/10.1126/scitranslmed.aao5931 (2018).
Stump, C. T. et al. Remission-stage ovarian cancer cell vaccine with cowpea mosaic virus adjuvant prevents tumour growth. Cancers https://doi.org/10.3390/cancers13040627 (2021).
Prasad, S. et al. Polymer nanoparticles containing tumour lysates as antigen delivery vehicles for dendritic cell-based antitumour immunotherapy. Nanomedicine 7, 1â10 (2011).
Chiang, C. L. et al. Optimizing parameters for clinical-scale production of high IL-12 secreting dendritic cells pulsed with oxidized whole tumour cell lysate. J. Transl. Med. 9, 198 (2011).
Morehead, L. C. & Cannon, M. J. Further clinical advancement of dendritic cell vaccination against ovarian cancer. Ann. Res. Hosp. https://doi.org/10.21037/arh.2018.08.02 (2018).
Nair-Gupta, P. et al. TLR signals induce phagosomal MHC-I delivery from the endosomal recycling compartment to allow cross-presentation. Cell 158, 506â521 (2014).
Xing, D. & Orsulic, S. A mouse model for the molecular characterization of Brca1-associated ovarian carcinoma. Cancer Res. 66, 8949â8953 (2006).
Roby, K. F. et al. Development of a syngeneic mouse model for events related to ovarian cancer. Carcinogenesis 21, 585â591 (2000).
Higuchi, T. et al. CTLA-4 blockade synergizes therapeutically with PARP inhibition in BRCA1-deficient ovarian cancer. Cancer Immunol. Res. 3, 1257â1268 (2015).
Chiang, C. L., Ledermann, J. A., Rad, A. N., Katz, D. R. & Chain, B. M. Hypochlorous acid enhances immunogenicity and uptake of allogeneic ovarian tumour cells by dendritic cells to cross-prime tumour-specific T cells. Cancer Immunol. Immunother. 55, 1384â1395 (2006).
Chiang, C. L. et al. Day-4 myeloid dendritic cells pulsed with whole tumour lysate are highly immunogenic and elicit potent anti-tumour responses. PLoS ONE 6, e28732 (2011).
Acknowledgements
We thank the University of New Mexico for the assistance and use of the Comprehensive Cancer Center Animal Models, Fluorescence Microscopy, Flow Cytometry and Histology Shared Resources, supported by NIH grant NCI P30 CA118100 (PI, Willman C.). This work was also supported by AIM center cores funded by NIH grant P20GM121176. We thank F. Schultz, I. Lagutina and M. Steinkamp for technical assistance.
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R.E.S. and S.F.A. designed and co-directed the study. S.F., A.N. and L.T. conducted research. R.E.S., S.F.A., J.G., H.D.M. and D.F.K. contributed to the experimental design and conducted research. All authors reviewed the manuscript.
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R.E.S., S.F.A., J.G. and C.J.B. are inventors on patent applications (US patent application no. 20200276286) based on technology presented in this manuscript.
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Peer review information Nature Biomedical Engineering thanks Sidi Bencherif, Lélia Delamarre and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.
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Extended data
Extended Data Fig. 1 Therapeutic efficacy of single vs dual TLR ligand vaccines.
a) Timeline for BR5-Akt-Luc2 cancer cell and vaccine administration. b) Chitosan (CHIT) or polyethylimine (PEI) vaccine formulations containing MPL; CpG; or MPL plus CpG. c) IVIS bioluminescence images of FVB mice over time. d) Average tumour burden (photons/second; p/s) of each group shown in âcâ on Day 19 (Unpaired, two-tailed, parametric t-tests, s.d. error bars). e) Kaplan-Meier survival curves for mice treated with Si-PEI cells coated with CpG, or CpG and MPL. fâ=âfree, and bâ=âbound TLR ligand; (nâ=â4/group, Log-rank Mantel-Cox: pâ<â0.0001 with symbols to the right on the survival curve representing comparisons with no treatment (no Tx) controls and the symbol on the purple line comparing the CpG vs CpG/MPL (fâ+âb) groups. * pâ<â0.05, **pâ<â0.01, pâ<â0.001.
Extended Data Fig. 2 Bone marrow-derived dendritic cell (BMDC) activation and internalization of silicified (Si) cells.
a) 2D and 3D confocal images show five internalized Si-LPS-ID8ova cells (visualized via internalized DyLight 488-labelled nanoparticles) in a single BMDC. b) Flow cytometry analysis of SIINFEKL MHC-I (H-2Kb) presentation and surface expression of CD80 in BMDC incubated with Si cells presenting null, PEI, or PEI plus LPS or MPL for 24âhours (nâ=â3/group; ***pâ<â0.001). c) Cell Trace Far Red-labelled vaccine cells were predominately located in filtering and lymphatic organs (LN-M: mesenteric; LNs: Inguinal and axillary) 24 and 48âh post IP injection in tumour-bearing mice (nâ=â2-3 biological replicates). d) Fluorescent vaccine cells (red; Cy3) were located in peritoneal lymph nodes and the omentum, predominately in DC-rich areas, 24-48âhours post IP injection in naïve mice (green, right; CD11c FITC; blue nuclei, DAPI). Unpaired, two-tailed, parametric t-tests, SD error bars.
Extended Data Fig. 3 Therapeutic vaccination in the tumour microenvironment enables systemic immunity.
a) Experimental design and timeline (nâ=â3). b) IVIS bioluminescent images of BR5-Akt-Luc2 tumour growth. c) Graph of tumour burden (photons/sec) across time by treatment group (no treatment (no Tx) and tumour location. Intraperitoneal (IP) vaccination of mice bearing both subcutaneous (SC) and IP tumours cleared established tumours in both locations while mice with only SC tumours continued to display tumour growth (nâ=â3/group, Holm-Sidak multiple comparison; individual animal curves in SI). **pâ<â0.01.
Extended Data Fig. 4 Vaccination activates T cells in the tumour microenvironment.
To test the effect of treatment number on IP immune responses, IP cells were collected and analysed for activation and functional status using flow cytometry on Day 19 following tumour challenge in mice vaccinated 1x, 2x, 3x, 4x or those receiving no treatment (PBS; no Tx) on days 4, 6,11 and 17. a) Proportion of IP CD4 and CD8 cells with effector memory phenotypes (CD44+ CD62Llow). b) Representative dot plot for effector memory CD4+ IP cells (CD44 vs CD62L. c) Representative plot for IFNγ expression by IP CD4+ cells from with no vaccination vs 2x vaccination. d) Proportion of IP CD4+ cells expressing the regulatory markers CTLA4 and FoxP3. e) Proportion of CD4+ and CD8+ IP cells expressing PD1 and Tim3. nâ=â3 biological replicates; unpaired, two-tailed, parametric t-tests, SD error bars, *pâ<â0.05, **pâ<â0.01, ***pâ<â0.001.
Extended Data Fig. 5 CBC and blood metabolite analysis supports vaccine safety.
Tumour naïve (a,c) or cancer challenged (b,d) FVB mice (nâ=â3 biological replicates; unpaired, two-tailed, parametric t-tests) were vaccinated 1-4x. Graphs show cell counts by population and blood metabolites obtained using the Abaxis VetScan System and piccolo metabolite discs. *pâ<â0.05, ***pâ<â0.001.
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Guo, J., De May, H., Franco, S. et al. Cancer vaccines from cryogenically silicified tumour cells functionalized with pathogen-associated molecular patterns. Nat Biomed Eng 6, 19â31 (2022). https://doi.org/10.1038/s41551-021-00795-w
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DOI: https://doi.org/10.1038/s41551-021-00795-w
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