Chitooligosaccharides Improve the Efficacy of Checkpoint Inhibitors in a Mouse Model of Lung Cancer
Abstract
:1. Introduction
2. Materials and Methods
2.1. Single-Cell RNA Sequencing Datasets from Public Repositories
2.2. Cell Lines
2.3. In Vivo Experiments
2.4. Therapies
2.5. Radiotherapy
2.6. Gene Expression Analysis
2.7. Immunohistochemistry
2.8. Multicolor Flow Cytometry
2.9. ELISA
2.10. Statistical Analysis
3. Results
3.1. Fibroblasts and Myeloid Cell Populations Are the Main Producers of YKL-40
3.2. YKL-40 Gene and Protein Expression in Syngeneic Mouse Cancer Models
3.3. COS Improve the Effect of ICIs in the LL2 Model
3.4. Combination of ICIs, RT, and COS in the LL2 Model
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Rinaudo, M. Chitin and chitosan: Properties and applications. Prog. Polym. Sci. 2006, 31, 603–632. [Google Scholar] [CrossRef]
- Zhao, Y.; Park, R.-D.; Muzzarelli, R.A.A. Chitin deacetylases: Properties and applications. Mar. Drugs 2010, 8, 24–46. [Google Scholar] [CrossRef] [PubMed]
- Li, X.; Xing, R.; Xu, C.; Liu, S.; Qin, Y.; Li, K.; Yu, H.; Li, P. Immunostimulatory effect of chitosan and quaternary chitosan: A review of potential vaccine adjuvants. Carbohydr. Polym. 2021, 264, 118050. [Google Scholar] [CrossRef] [PubMed]
- Yu, D.; Feng, J.; You, H.; Zhou, S.; Bai, Y.; He, J.; Cao, H.; Che, Q.; Guo, J.; Su, Z. The microstructure, antibacterial and antitumor activities of chitosan oligosaccharides and derivatives. Mar. Drugs 2022, 20, 69. [Google Scholar] [CrossRef] [PubMed]
- Kou, S.; Peters, L.; Mucalo, M. Chitosan: A review of molecular structure, bioactivities and interactions with the human body and micro-organisms. Carbohydr. Polym. 2022, 282, 119132. [Google Scholar] [CrossRef]
- Yeo, I.J.; Lee, C.-K.; Han, S.-B.; Yun, J.; Hong, J.T. Roles of chitinase 3-like 1 in the development of cancer, neurodegenerative diseases, and inflammatory diseases. Pharmacol. Ther. 2019, 203, 107394. [Google Scholar] [CrossRef]
- Zhao, T.; Su, Z.; Li, Y.; Zhang, X.; You, Q. Chitinase-3 like-protein-1 function and its role in diseases. Signal Transduct. Target. Ther. 2020, 5, 201. [Google Scholar] [CrossRef]
- Bian, B.; Li, L.; Yang, J.; Liu, Y.; Xie, G.; Zheng, Y.; Zeng, L.; Zeng, J.; Shen, L. Prognostic value of YKL-40 in solid tumors: A meta-analysis of 41 cohort studies. Cancer Cell Int. 2019, 19, 259. [Google Scholar] [CrossRef] [Green Version]
- Hakala, B.E.; White, C.; Reckliesn, A.D. Human cartilage Gp-39, a major secretory product of articular chondrocytes and synovial cells, is a mammalian member of a chitinase protein family. J. Biol. Chem. 1993, 268, 25803–25810. [Google Scholar] [CrossRef]
- Mazur, M.; Zielińska, A.; Grzybowski, M.M.; Olczak, J.; Fichna, J. Chitinases and chitinase-like proteins as therapeutic targets in inflammatory diseases, with a special focus on inflammatory bowel diseases. Int. J. Mol. Sci. 2021, 22, 6966. [Google Scholar] [CrossRef]
- Harish Prashanth, K.V.; Tharanathan, R.N. Depolymerized products of chitosan as potent inhibitors of tumor-induced angiogenesis. Biochim. Biophys. Acta-Gen. Subj. 2005, 1722, 22–29. [Google Scholar] [CrossRef] [PubMed]
- Nam, K.S.; Shon, Y.H. Suppression of metastasis of human breast cancer cells by chitosan oligosaccharides. J. Microbiol. Biotechnol. 2009, 19, 629–633. [Google Scholar] [PubMed]
- Shen, K.T.; Chen, M.H.; Chan, H.Y.; Jeng, J.H.; Wang, Y.J. Inhibitory effects of chitooligosaccharides on tumor growth and metastasis. Food Chem. Toxicol. 2009, 47, 1864–1871. [Google Scholar] [CrossRef] [PubMed]
- Dou, J.; Ma, P.; Xiong, C.; Tan, C.; Du, Y. Induction of apoptosis in human acute leukemia HL-60 cells by oligochitosan through extrinsic and intrinsic pathway. Carbohydr. Polym. 2011, 86, 19–24. [Google Scholar] [CrossRef]
- Wimardhani, Y.S.; Suniarti, D.F.; Freisleben, H.J.; Wanandi, S.I.; Siregar, N.C.; Ikeda, M.A. Chitosan exerts anticancer activity through induction of apoptosis and cell cycle arrest in oral cancer cells. J. Oral Sci. 2014, 56, 119–126. [Google Scholar] [CrossRef] [Green Version]
- Zhai, X.; Yuan, S.; Yang, X.; Zou, P.; Li, L.; Li, G.; Shao, Y.; Abd El-Aty, A.M.; Haclmüftüoǧlu, A.; Wang, J. Chitosan oligosaccharides induce apoptosis in human renal carcinoma via reactive-oxygen-species-dependent endoplasmic reticulum stress. J. Agric. Food Chem. 2019, 67, 1691–1701. [Google Scholar] [CrossRef]
- Jing, B.; Cheng, G.; Li, J.; Wang, Z.A.; Du, Y. Inhibition of liver tumor cell metastasis by partially acetylated chitosan oligosaccharide on a tumor-vessel microsystem. Mar. Drugs 2019, 17, 415. [Google Scholar] [CrossRef] [Green Version]
- Maeda, Y.; Kimura, Y. Antitumor effects of various low-molecular-weight chitosans are due to increased natural killer activity of intestinal intraepithelial lymphocytes in sarcoma 180–bearing mice. J. Nutr. 2004, 134, 945–950. [Google Scholar] [CrossRef]
- Li, X.; Dong, W.; Nalin, A.P.; Wang, Y.; Pan, P.; Xu, B.; Zhang, Y.; Tun, S.; Zhang, J.; Wang, L.S.; et al. The natural product chitosan enhances the anti-tumor activity of natural killer cells by activating dendritic cells. Oncoimmunology 2018, 7, e1431085. [Google Scholar] [CrossRef] [Green Version]
- Qin, C.; Zhou, B.; Zeng, L.; Zhang, Z.; Liu, Y.; Du, Y.; Xiao, L. The physicochemical properties and antitumor activity of cellulase-treated chitosan. Food Chem. 2004, 84, 107–115. [Google Scholar] [CrossRef]
- Jiang, Z.; Li, H.; Qiao, J.; Yang, Y.; Wang, Y.; Liu, W.; Han, B. Potential analysis and preparation of chitosan oligosaccharides as oral nutritional supplements of cancer adjuvant therapy. Int. J. Mol. Sci. 2019, 20, 920. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mattaveewong, T.; Wongkrasant, P.; Chanchai, S.; Pichyangkura, R.; Chatsudthipong, V.; Muanprasat, C. Chitosan oligosaccharide suppresses tumor progression in a mouse model of colitis-associated colorectal cancer through AMPK activation and suppression of NF-κB and mTOR signaling. Carbohydr. Polym. 2016, 145, 30–36. [Google Scholar] [CrossRef] [PubMed]
- Gudmundsdottir, S.; Lieder, R.; Sigurjonsson, O.E.; Petersen, P.H. Chitosan leads to downregulation of YKL-40 and inflammasome activation in human macrophages. J. Biomed. Mater. Res. A 2015, 103, 2778–2785. [Google Scholar] [CrossRef] [PubMed]
- Libreros, S.; Garcia-Areas, R.; Shibata, Y.; Carrio, R.; Torroella-Kouri, M.; Iragavarapu-Charyulu, V. Induction of proinflammatory mediators by CHI3L1 is reduced by chitin treatment: Decreased tumor metastasis in a breast cancer model. Int. J. Cancer 2012, 131, 377–386. [Google Scholar] [CrossRef] [Green Version]
- Qian, J.; Olbrecht, S.; Boeckx, B.; Vos, H.; Laoui, D.; Etlioglu, E.; Wauters, E.; Pomella, V.; Verbandt, S.; Busschaert, P.; et al. A pan-cancer blueprint of the heterogeneous tumor microenvironment revealed by single-cell profiling. Cell Res. 2020, 30, 745–762. [Google Scholar] [CrossRef]
- Kim, N.; Kim, H.K.; Lee, K.; Hong, Y.; Cho, J.H.; Choi, J.W.; Lee, J.I.; Suh, Y.L.; Ku, B.M.; Eum, H.H.; et al. Single-cell RNA sequencing demonstrates the molecular and cellular reprogramming of metastatic lung adenocarcinoma. Nat. Commun. 2020, 11, 2285. [Google Scholar] [CrossRef]
- Uhlitz, F.; Bischoff, P.; Peidli, S.; Sieber, A.; Trinks, A.; Lüthen, M.; Obermayer, B.; Blanc, E.; Ruchiy, Y.; Sell, T.; et al. Mitogen-activated protein kinase activity drives cell trajectories in colorectal cancer. EMBO Mol. Med. 2021, 13, e14123. [Google Scholar] [CrossRef]
- Satija, R.; Farrell, J.A.; Gennert, D.; Schier, A.F.; Regev, A. Spatial reconstruction of single-cell gene expression data. Nat. Biotechnol. 2015, 33, 495–502. [Google Scholar] [CrossRef] [Green Version]
- Taverna, F.; Goveia, J.; Karakach, T.K.; Khan, S.; Rohlenova, K.; Treps, L.; Subramanian, A.; Schoonjans, L.; Dewerchin, M.; Eelen, G.; et al. BIOMEX: An interactive workflow for (single cell) omics data interpretation and visualization. Nucleic Acids Res. 2020, 48, 385–394. [Google Scholar] [CrossRef]
- Ankjærgaard, C.; Johansen, A.Z.; von Staffeldt, M.M.K.; Andersen, C.E.; Madsen, D.H.; Behrens, C.F. Irradiation of subcutaneous mouse tumors with a clinical linear accelerator validated by alanine dosimetry. Radiat. Meas. 2021, 147, 106636. [Google Scholar] [CrossRef]
- Enot, D.P.; Vacchelli, E.; Jacquelot, N.; Zitvogel, L.; Kroemer, G. TumGrowth: An open-access web tool for the statistical analysis of tumor growth curves. Oncoimmunology 2018, 7, e1462431. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mosely, S.I.S.; Prime, J.E.; Sainson, R.C.A.; Koopmann, J.-O.; Wang, D.Y.Q.; Greenawalt, D.M.; Ahdesmaki, M.J.; Leyland, R.; Mullins, S.; Pacelli, L.; et al. Rational selection of syngeneic preclinical tumor models for immunotherapeutic drug discovery. Cancer Immunol. Res. 2017, 5, 29–41. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lechner, M.G.; Karimi, S.S.; Barry-Holson, K.; Angell, T.E.; Murphy, K.A.; Church, C.H.; Ohlfest, J.R.; Hu, P.; Epstein, A.L. Immunogenicity of murine solid tumor models as a defining feature of in vivo behavior and response to immunotherapy. J. Immunother. 2013, 36, 477–489. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Son, C.H.; Bae, J.; Lee, H.R.; Yang, K.; Park, Y.S. Enhancement of antitumor immunity by combination of anti-CTLA-4 antibody and radioimmunotherapy through the suppression of tregs. Oncol. Lett. 2017, 13, 3781. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Olivo Pimentel, V.; Marcus, D.; Van Der Wiel, A.M.A.; Lieuwes, N.G.; Biemans, R.; Lieverse, R.I.Y.; Neri, D.; Theys, J.; Yaromina, A.; Dubois, L.J.; et al. Releasing the brakes of tumor immunity with anti-PD-L1 and pushing its accelerator with L19–IL2 cures poorly immunogenic tumors when combined with radiotherapy. J. Immunother. Cancer 2021, 9, e001764. [Google Scholar] [CrossRef]
- Ma, B.; Akosman, B.; Kamle, S.; Lee, C.M.; He, C.H.; Koo, J.S.; Lee, C.G.; Elias, J.A. CHI3L1 regulates PD-L1 and anti–CHI3L1–PD-1 antibody elicits synergistic antitumor responses. J. Clin. Investig. 2021, 131, e137750. [Google Scholar] [CrossRef]
- Jefri, M.; Huang, Y.-N.; Huang, W.-C.; Tai, C.-S.; Chen, W.-L. YKL-40 regulated epithelial-mesenchymal transition and migration/invasion enhancement in non-small cell lung cancer. BMC Cancer 2015, 15, 590. [Google Scholar] [CrossRef] [Green Version]
- Liu, W.; Yang, Y.J.; An, Q. LINC00963 promotes ovarian cancer proliferation, migration and EMT via the miR-378g/CHI3L1 axis. Cancer Manag. Res. 2020, 12, 463–473. [Google Scholar] [CrossRef] [Green Version]
- Kawada, M.; Seno, H.; Kanda, K.; Nakanishi, Y.; Akitake, R.; Komekado, H.; Kawada, K.; Sakai, Y.; Mizoguchi, E.; Chiba, T. Chitinase 3-like 1 promotes macrophage recruitment and angiogenesis in colorectal cancer. Oncogene 2012, 31, 3111–3123. [Google Scholar] [CrossRef] [Green Version]
- Böckelmann, L.C.; Felix, T.; Calabrò, S.; Schumacher, U. YKL-40 protein expression in human tumor samples and human tumor cell line xenografts: Implications for its use in tumor models. Cell. Oncol. 2021, 44, 1183–1195. [Google Scholar] [CrossRef]
- Liu, C.; Zheng, S.; Jin, R.; Wang, X.; Wang, F.; Zang, R.; Xu, H.; Lu, Z.; Huang, J.; Lei, Y.; et al. The superior efficacy of anti-PD-1/PD-L1 immunotherapy in KRAS-mutant non-small cell lung cancer that correlates with an inflammatory phenotype and increased immunogenicity. Cancer Lett. 2020, 470, 95–105. [Google Scholar] [CrossRef] [PubMed]
- Rotte, A. Combination of CTLA-4 and PD-1 blockers for treatment of cancer. J. Exp. Clin. Cancer Res. 2019, 38, 255. [Google Scholar] [CrossRef] [PubMed]
- Feig, C.; Jones, J.O.; Kraman, M.; Wells, R.J.B.; Deonarine, A.; Chan, D.S.; Connell, C.M.; Roberts, E.W.; Zhao, Q.; Caballero, O.L.; et al. Targeting CXCL12 from FAP-expressing carcinoma-associated fibroblasts synergizes with anti-PD-L1 immunotherapy in pancreatic cancer. Proc. Natl. Acad. Sci. USA 2013, 110, 20212–20217. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lesterhuis, W.J.; Salmons, J.; Nowak, A.K.; Rozali, E.N.; Khong, A.; Dick, I.M.; Harken, J.A.; Robinson, B.W.; Lake, R.A. Synergistic effect of CTLA-4 blockade and cancer chemotherapy in the induction of anti-tumor immunity. PLoS ONE 2013, 8, e61895. [Google Scholar]
- Lee, Y.S.; Yu, J.E.; Kim, K.C.; Lee, D.H.; Son, D.J.; Lee, H.P.; Jung, J.-k.; Kim, N.D.; Ham, Y.W.; Yun, J.; et al. A small molecule targeting CHI3L1 inhibits lung metastasis by blocking IL-13Rα2-mediated JNK-AP-1 signals. Mol. Oncol. 2022, 16, 508. [Google Scholar] [CrossRef]
- Carroll, E.C.; Jin, L.; Mori, A.; Muñoz-Wolf, N.; Oleszycka, E.; Moran, H.B.T.; Mansouri, S.; McEntee, C.P.; Lambe, E.; Agger, E.M.; et al. The vaccine adjuvant chitosan promotes cellular immunity via DNA sensor cGAS-STING-dependent induction of type I interferons. Immunity 2016, 44, 597–608. [Google Scholar] [CrossRef] [Green Version]
- Amirani, E.; Hallajzadeh, J.; Asemi, Z.; Mansournia, M.A.; Yousefi, B. Effects of chitosan and oligochitosans on the phosphatidylinositol 3-kinase-AKT pathway in cancer therapy. Int. J. Biol. Macromol. 2020, 164, 456–467. [Google Scholar] [CrossRef]
- Adhikari, H.S.; Yadav, P.N. Anticancer activity of chitosan, chitosan derivatives, and their mechanism of action. Int. J. Biomater. 2018, 2018, 2952085. [Google Scholar] [CrossRef] [Green Version]
- Deutsch, E.; Chargari, C.; Galluzzi, L.; Kroemer, G. Optimising efficacy and reducing toxicity of anticancer radioimmunotherapy. Lancet Oncol. 2019, 20, e452–e463. [Google Scholar] [CrossRef]
- Ma, J.X.; Qian, L.; Zhou, Y. Stimulation effect of chitosan on the immunity of radiotherapy patients suffered from lung cancer. Int. J. Biol. Macromol. 2015, 72, 195–198. [Google Scholar] [CrossRef]
- Theile, S.; Johansen, J.S.; Nielsen, D.L.; Jensen, B.V.; Hansen, C.P.; Hasselby, J.P.; Eiríksson, S.V.; Chen, I.M. A randomized placebo-controlled phase 2 study of gemcitabine and capecitabine with or without T-ChOS as adjuvant therapy in patients with resected pancreatic cancer (CHIPAC). Pharmaceutics 2022, 14, 509. [Google Scholar] [CrossRef] [PubMed]
Model | Tumor Expression | Stromal Expression |
---|---|---|
B16F10 melanoma | ++ | ++ |
++ | ++ | |
++ | + | |
EO771.LMB breast | +++ | + |
++ | + | |
++ | + | |
LL2 lung | + | ++ |
+ | ++ | |
+ | ++ | |
MC38 colon | ++ | ++ |
+ | ++ | |
+ | ++ | |
PANO2 pancreatic | ++ | ++ |
+ | + | |
+ | ++ |
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Johansen, A.Z.; Carretta, M.; Thorseth, M.-L.; Khan, S.; Fjæstad, K.Y.; Brøchner, C.B.; Linder, H.; Ankjærgaard, C.; Donia, M.; Chen, I.; et al. Chitooligosaccharides Improve the Efficacy of Checkpoint Inhibitors in a Mouse Model of Lung Cancer. Pharmaceutics 2022, 14, 1046. https://doi.org/10.3390/pharmaceutics14051046
Johansen AZ, Carretta M, Thorseth M-L, Khan S, Fjæstad KY, Brøchner CB, Linder H, Ankjærgaard C, Donia M, Chen I, et al. Chitooligosaccharides Improve the Efficacy of Checkpoint Inhibitors in a Mouse Model of Lung Cancer. Pharmaceutics. 2022; 14(5):1046. https://doi.org/10.3390/pharmaceutics14051046
Chicago/Turabian StyleJohansen, Astrid Zedlitz, Marco Carretta, Marie-Louise Thorseth, Shawez Khan, Klaire Yixin Fjæstad, Christian Beltoft Brøchner, Hannes Linder, Christina Ankjærgaard, Marco Donia, Inna Chen, and et al. 2022. "Chitooligosaccharides Improve the Efficacy of Checkpoint Inhibitors in a Mouse Model of Lung Cancer" Pharmaceutics 14, no. 5: 1046. https://doi.org/10.3390/pharmaceutics14051046