Abstract
Purpose
Chordomas are highly therapy-resistant primary bone tumors that exhibit high relapse rates and may induce local destruction. Here, we evaluated the effects of tumor necrosis factor-alpha (TNF-α) on chordoma progression and clinical outcome.
Methods
Chordoma cells were treated with TNF-α after which its short- and long-term effects were evaluated. Functional assays, qRT-PCR and microarray-based expression analyses were carried out to assess the effect of TNF-α on chemo-resistance, epithelial to mesenchymal transition (EMT), migration, invasion and cancer stem cell-like properties. Finally, relationships between TNF-α expression and clinicopathological features were assessed in a chordoma patient cohort.
Results
We found that TNF-α treatment increased the migration and invasion of chordoma cells. Also, NF-κB activation was observed along with increased EMT marker expression. In addition, enhanced tumor sphere formation and soft agar colony formation were observed, concomitantly with increased chemo-resistance and CD338 marker expression. The TNF-α and TNFR1 expression levels were found to be significantly correlated with LIF, PD-L1 and Ki67 expression levels, tumor volume and a short survival time in patients. In addition, a high neutrophil to lymphocyte ratio was found to be associated with recurrence and a decreased overall survival.
Conclusions
From our data we conclude that TNF-α may serve as a prognostic marker for chordoma progression and that tumor-promoting inflammation may be a major factor in chordoma tumor progression.
Similar content being viewed by others
References
M.L. McMaster, A.M. Goldstein, D.M. Parry, Clinical features distinguish childhood chordoma associated with tuberous sclerosis complex (TSC) from chordoma in the general paediatric population. J Med Genet 48, 444–449 (2011)
K. Almefty, S. Pravdenkova, B.O. Colli, O. Al-Mefty, M. Gokden, Chordoma and chondrosarcoma: Similar, but quite different, skull base tumors. Cancer 110, 2457–2467 (2007)
M.L. McMaster, A.M. Goldstein, C.M. Bromley, N. Ishibe, D.M. Parry, Chordoma: Incidence and survival patterns in the United States, 1973-1995. Cancer Causes Control 12, 1–11 (2001)
V. Ferraresi, C. Nuzzo, C. Zoccali, F. Marandino, A. Vidiri, N. Salducca, M. Zeuli, D. Giannarelli, F. Cognetti, R. Biagini, Chordoma: Clinical characteristics, management and prognosis of a case series of 25 patients. BMC Cancer 10(22) (2010)
Y. Yang, X. Niu, Y. Li, W. Liu, H. Xu, Recurrence and survival factors analysis of 171 cases of sacral chordoma in a single institute. Eur Spine J 26, 1910–1916 (2017)
S. Gulluoglu, O. Turksoy, A. Kuskucu, U. Ture, O.F. Bayrak, The molecular aspects of chordoma. Neurosurg Rev 39, 185–196; discussion 196 (2016)
B.B. Aggarwal, R.V. Vijayalekshmi, B. Sung, Targeting inflammatory pathways for prevention and therapy of cancer: Short-term friend, long-term foe. Clin Cancer Res 15, 425–430 (2009)
S.B. Coffelt, C.E. Lewis, L. Naldini, J.M. Brown, N. Ferrara, M. De Palma, Elusive identities and overlapping phenotypes of proangiogenic myeloid cells in tumors. Am J Pathol 176, 1564–1576 (2010)
M. Egeblad, E.S. Nakasone, Z. Werb, Tumors as organs: Complex tissues that interface with the entire organism. Dev Cell 18, 884–901 (2010)
MENINGIOMA of the cervical spinal dura with post-operative uremia and renal insufficiency, Clin Bull Univ Hosp Clevel (Ohio) 10, 12–14 (1946)
C. Murdoch, M. Muthana, S.B. Coffelt, C.E. Lewis, The role of myeloid cells in the promotion of tumour angiogenesis. Nat Rev Cancer 8, 618–631 (2008)
Y. Feng, J. Shen, Y. Gao, Y. Liao, G. Cote, E. Choy, I. Chebib, H. Mankin, F. Hornicek, Z. Duan, Expression of programmed cell death ligand 1 (PD-L1) and prevalence of tumor-infiltrating lymphocytes (TILs) in chordoma. Oncotarget 6, 11139–11149 (2015)
S. Scheipl, M. Barnard, L. Cottone, M. Jorgensen, D.H. Drewry, W.J. Zuercher, F. Turlais, H. Ye, A.P. Leite, J.A. Smith, A. Leithner, P. Moller, S. Bruderlein, N. Guppy, F. Amary, R. Tirabosco, S.J. Strauss, N. Pillay, A.M. Flanagan, EGFR inhibitors identified as a potential treatment for chordoma in a focused compound screen. J Pathol 239, 320–334 (2016)
H. Wajant, The role of TNF in cancer. Results Probl Cell Differ 49, 1–15 (2009)
F. Balkwill, Tumour necrosis factor and cancer. Nat Rev Cancer 9, 361–371 (2009)
S. Wu, C.M. Boyer, R.S. Whitaker, A. Berchuck, J.R. Wiener, J.B. Weinberg, R.C. Bast Jr., Tumor necrosis factor alpha as an autocrine and paracrine growth factor for ovarian cancer: Monokine induction of tumor cell proliferation and tumor necrosis factor alpha expression. Cancer Res 53, 1939–1944 (1993)
M.J. Chuang, K.H. Sun, S.J. Tang, M.W. Deng, Y.H. Wu, J.S. Sung, T.L. Cha, G.H. Sun, Tumor-derived tumor necrosis factor-alpha promotes progression and epithelial-mesenchymal transition in renal cell carcinoma cells. Cancer Sci 99, 905–913 (2008)
P. Bhat-Nakshatri, H. Appaiah, C. Ballas, P. Pick-Franke, R. Goulet Jr., S. Badve, E.F. Srour, H. Nakshatri, SLUG/SNAI2 and tumor necrosis factor generate breast cells with CD44+/CD24- phenotype. BMC Cancer 10(411) (2010)
N. Muthukumaran, K.E. Miletti-Gonzalez, A.K. Ravindranath, L. Rodriguez-Rodriguez, Tumor necrosis factor-alpha differentially modulates CD44 expression in ovarian cancer cells. Mol Cancer Res 4, 511–520 (2006)
J.W. Antoon, R. Lai, A.P. Struckhoff, A.M. Nitschke, S. Elliott, E.C. Martin, L.V. Rhodes, N.S. Yoon, V.A. Salvo, B. Shan, B.S. Beckman, K.P. Nephew, M.E. Burow, Altered death receptor signaling promotes epithelial-to-mesenchymal transition and acquired chemoresistance. Sci Rep 2(539) (2012)
X. Yue, L. Wu, W. Hu, The regulation of leukemia inhibitory factor. Cancer Cell Microenviron 2, e877 (2015)
S. Gulluoglu, M. Sahin, E.C. Tuysuz, C.K. Yaltirik, A. Kuskucu, F. Ozkan, F. Sahin, U. Ture, O.F. Bayrak, Leukemia inhibitory factor promotes aggressiveness of Chordoma. Oncol Res 25, 1177–1188 (2017)
T. Okazaki, T. Honjo, The PD-1-PD-L pathway in immunological tolerance. Trends Immunol 27, 195–201 (2006)
M.E. Keir, S.C. Liang, I. Guleria, Y.E. Latchman, A. Qipo, L.A. Albacker, M. Koulmanda, G.J. Freeman, M.H. Sayegh, A.H. Sharpe, Tissue expression of PD-L1 mediates peripheral T cell tolerance. J Exp Med 203, 883–895 (2006)
S.Y. Tseng, M. Otsuji, K. Gorski, X. Huang, J.E. Slansky, S.I. Pai, A. Shalabi, T. Shin, D.M. Pardoll, H. Tsuchiya, B7-DC, a new dendritic cell molecule with potent costimulatory properties for T cells. J Exp Med 193, 839–846 (2001)
H. Dong, S.E. Strome, D.R. Salomao, H. Tamura, F. Hirano, D.B. Flies, P.C. Roche, J. Lu, G. Zhu, K. Tamada, V.A. Lennon, E. Celis, L. Chen, Tumor-associated B7-H1 promotes T-cell apoptosis: A potential mechanism of immune evasion. Nat Med 8, 793–800 (2002)
L. Zitvogel, G. Kroemer, Targeting PD-1/PD-L1 interactions for cancer immunotherapy. Oncoimmunology 1, 1223–1225 (2012)
P. Palmqvist, P. Lundberg, I. Lundgren, L. Hanstrom, U.H. Lerner, IL-1beta and TNF-alpha regulate IL-6-type cytokines in gingival fibroblasts. J Dent Res 87, 558–563 (2008)
W. Pan, C. Yu, H. Hsuchou, Y. Zhang, A.J. Kastin, Neuroinflammation facilitates LIF entry into brain: Role of TNF. Am J Physiol Cell Physiol 294, C1436–C1442 (2008)
S. Scheil, S. Bruderlein, T. Liehr, H. Starke, J. Herms, M. Schulte, P. Moller, Genome-wide analysis of sixteen chordomas by comparative genomic hybridization and cytogenetics of the first human chordoma cell line, U-CH1. Genes Chromosom Cancer 32, 203–211 (2001)
B. Rinner, E.V. Froehlich, K. Buerger, H. Knausz, B. Lohberger, S. Scheipl, C. Fischer, A. Leithner, C. Guelly, S. Trajanoski, K. Szuhai, B. Liegl, Establishment and detailed functional and molecular genetic characterisation of a novel sacral chordoma cell line, MUG-Chor1. Int J Oncol 40, 443–451 (2012)
R. Edgar, M. Domrachev, A.E. Lash, Gene expression omnibus: NCBI gene expression and hybridization array data repository. Nucleic Acids Res 30, 207–210 (2002)
J.W. Pollard, Trophic macrophages in development and disease. Nat Rev Immunol 9, 259–270 (2009)
A. Mantovani, P. Allavena, A. Sica, F. Balkwill, Cancer-related inflammation. Nature 454, 436–444 (2008)
P. Nilendu, S.C. Sarode, D. Jahagirdar, I. Tandon, S. Patil, G.S. Sarode, J.K. Pal, N.K. Sharma, Mutual concessions and compromises between stromal cells and cancer cells: Driving tumor development and drug resistance. Cell Oncol 41, 353–367 (2018)
N. Eiro, L. Gonzalez, A. Martinez-Ordonez, B. Fernandez-Garcia, L.O. Gonzalez, S. Cid, F. Dominguez, R. Perez-Fernandez, F.J. Vizoso, Cancer-associated fibroblasts affect breast cancer cell gene expression, invasion and angiogenesis. Cell Oncol 41, 369–378 (2018)
C.E. Lewis, J.W. Pollard, Distinct role of macrophages in different tumor microenvironments. Cancer Res 66, 605–612 (2006)
W.W. Lin, M. Karin, A cytokine-mediated link between innate immunity, inflammation, and cancer. J Clin Invest 117, 1175–1183 (2007)
I. Kryczek, L. Zou, P. Rodriguez, G. Zhu, S. Wei, P. Mottram, M. Brumlik, P. Cheng, T. Curiel, L. Myers, A. Lackner, X. Alvarez, A. Ochoa, L. Chen, W. Zou, B7-H4 expression identifies a novel suppressive macrophage population in human ovarian carcinoma. J Exp Med 203, 871–881 (2006)
S. Goswami, E. Sahai, J.B. Wyckoff, M. Cammer, D. Cox, F.J. Pixley, E.R. Stanley, J.E. Segall, J.S. Condeelis, Macrophages promote the invasion of breast carcinoma cells via a colony-stimulating factor-1/epidermal growth factor paracrine loop. Cancer Res 65, 5278–5283 (2005)
L.M. Nusblat, M.J. Carroll, C.M. Roth, Crosstalk between M2 macrophages and glioma stem cells. Cell Oncol 40, 471–482 (2017)
M. Kumar, D.F. Allison, N.N. Baranova, J.J. Wamsley, A.J. Katz, S. Bekiranov, D.R. Jones, M.W. Mayo, NF-kappaB regulates mesenchymal transition for the induction of non-small cell lung cancer initiating cells. PLoS One 8, e68597 (2013)
T. Sharifnia, M.J. Wawer, T. Chen, Q.Y. Huang, B.A. Weir, A. Sizemore, M.A. Lawlor, A. Goodale, G.S. Cowley, F. Vazquez, C.J. Ott, J.M. Francis, S. Sassi, P. Cogswell, H.E. Sheppard, T. Zhang, N.S. Gray, P.A. Clarke, J. Blagg, P. Workman, J. Sommer, F. Hornicek, D.E. Root, W.C. Hahn, J.E. Bradner, K.K. Wong, P.A. Clemons, C.Y. Lin, J.D. Kotz, S.L. Schreiber, Small-molecule targeting of brachyury transcription factor addiction in chordoma. Nat Med 25, 292–300 (2019)
M.M. Trucco, O. Awad, B.A. Wilky, S.D. Goldstein, R. Huang, R.L. Walker, P. Shah, V. Katuri, N. Gul, Y.J. Zhu, E.F. McCarthy, I. Paz-Priel, P.S. Meltzer, C.P. Austin, M. Xia, D.M. Loeb, A novel chordoma xenograft allows in vivo drug testing and reveals the importance of NF-kappaB signaling in chordoma biology. PLoS One 8, e79950 (2013)
E.C. Inwald, M. Klinkhammer-Schalke, F. Hofstadter, F. Zeman, M. Koller, M. Gerstenhauer, O. Ortmann, Ki-67 is a prognostic parameter in breast cancer patients: Results of a large population-based cohort of a cancer registry. Breast Cancer Res Treat 139, 539–552 (2013)
R. Verma, V. Gupta, J. Singh, M. Verma, G. Gupta, S. Gupta, R. Sen, M. Ralli, Significance of p53 and ki-67 expression in prostate cancer. Urol Ann 7, 488–493 (2015)
M. Wetzler, M. Talpaz, D.G. Lowe, G. Baiocchi, J.U. Gutterman, R. Kurzrock, Constitutive expression of leukemia inhibitory factor RNA by human bone marrow stromal cells and modulation by IL-1, TNF-alpha, and TGF-beta. Exp Hematol 19, 347–351 (1991)
X. Wang, L. Yang, F. Huang, Q. Zhang, S. Liu, L. Ma, Z. You, Inflammatory cytokines IL-17 and TNF-alpha up-regulate PD-L1 expression in human prostate and colon cancer cells. Immunol Lett 184, 7–14 (2017)
R.Z. Sharaiha, K.J. Halazun, F. Mirza, J.L. Port, P.C. Lee, A.I. Neugut, N.K. Altorki, J.A. Abrams, Elevated preoperative neutrophil:Lymphocyte ratio as a predictor of postoperative disease recurrence in esophageal cancer. Ann Surg Oncol 18, 3362–3369 (2011)
H. Shimada, N. Takiguchi, O. Kainuma, H. Soda, A. Ikeda, A. Cho, A. Miyazaki, H. Gunji, H. Yamamoto, M. Nagata, High preoperative neutrophil-lymphocyte ratio predicts poor survival in patients with gastric cancer. Gastric Cancer 13, 170–176 (2010)
L. Benevides, D.M. da Fonseca, P.B. Donate, D.G. Tiezzi, D.D. De Carvalho, J.M. de Andrade, G.A. Martins, J.S. Silva, IL17 promotes mammary tumor progression by changing the behavior of tumor cells and eliciting tumorigenic neutrophils recruitment. Cancer Res 75, 3788–3799 (2015)
S.B. Coffelt, M.D. Wellenstein, K.E. de Visser, Neutrophils in cancer: Neutral no more. Nat Rev Cancer 16, 431–446 (2016)
Acknowledgements
We thank Dr. Kadir Caner Akdemir for assistance in evaluating the microarray data using ingenuity pathway analysis and Utku Ozbey for help with Western blotting. We also thank Julie Yamamoto for her editorial assistance. This study was supported by TÜBİTAK (grant number: 112S485) and Yeditepe University Hospital.
Funding
This study was supported by TÜBİTAK (grant number: 112S485) and Yeditepe University Hospital.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
The study was approved by the institutional review board of Yeditepe University Hospital (IRB 98-3943B and 101-4621B), and written informed consent was obtained from all participants. The study was performed in accordance with the Declaration of Helsinki.
Conflict of interest
The authors declare no conflict of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Supplementary Fig. 1
General summary of ingenuity pathway analysis for one week TNF-α-treated chordoma cells versus control cells. (PNG 112 kb)
Supplementary Fig. 2
General summary of the ingenuity pathway analysis for LT-TNF-treated chordoma cells versus control cells. (PNG 119 kb)
Supplementary Fig. 3
IPA causal networks generated for long- and short-term-treated chordoma samples. TNF-α treatment elevated pathways relevant to tumor-promoting inflammation and tumor progression in chordoma cells A) Legend for the created causal prediction networks. B) Gene expression networks related to elevated inflammatory response with functions such as the activation of antigen-presenting cells, myeloid cell recruitment of phagocytes and the immune response of short-term TNF-α-treated cells. C) Gene expression networks related to the pathways of cellular movement, migration, and invasion and leukocyte infiltration in short-term TNF-α-treated cells. D) Gene expression networks related to macrophage recruitment in short-term TNF-α-treated cells. E) Gene expression networks related to tumor cell invasion and endothelial branching in LT-TNFα samples. F) Gene expression networks related to cellular movement in LT-TNFα samples. G) Gene expression networks related to the downstream VEGFA gene network in LT-TNFα-treated cells. (PDF 877 kb)
Supplementary Fig. 4
Immunohistochemical (IHC) TNF-α and TNFR1 staining of chordoma tissues. Representative images showing the low, moderate and high expression of both TNF-α and TNFR1 in chordoma tissues. Scale bar =100 μm. (PNG 596 kb)
Supplementary Table 1
(DOCX 14 kb)
Supplementary Table 2
(DOCX 14 kb)
Supplementary Table 3
(DOC 59 kb)
Supplementary Table 4
(DOCX 15 kb)
Rights and permissions
About this article
Cite this article
Gulluoglu, S., Tuysuz, E.C., Sahin, M. et al. The role of TNF-α in chordoma progression and inflammatory pathways. Cell Oncol. 42, 663–677 (2019). https://doi.org/10.1007/s13402-019-00454-y
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13402-019-00454-y