Submitted:
19 August 2024
Posted:
20 August 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Material and Methods
2.1. Preparation of Peripheral Blood Mononuclear Cells
2.2. Preparation of Serum Samples
2.3. Ultra Filtration
2.4. Preparation of Urine Samples
2.5. Albumin Peptides
2.6. Generation of Cell Culture Supernatants for Cytokine Determination
2.7. Cyto- / MONOKINE ELISA
2.8. Autoantibody ELISA
2.9 Inhibition ELISA
2.10. Adsorption of Human Sera with Protein G-Coupled Sepharose
2.11. Sample Preparation for 2-D Gel Electrophoresis
2.12. PBMC-Adsorbed Urine Fractions from Cancer Patients
2.13. 2-D Gel Electrophoresis and Mass Spectrometry
2.14. Fragmentation of IgG and Serum Albumin Using Matrix Metalloproteinases (MMPs)
2.15. Fragmentation of IgG and Serum Albumin Using Homogenized Tumor Biopsies
2.16. Identification of Immune Cell Binding Albumin Sequences—Artificial Cell Surface Chromatography
2.17. Preparation of Affinity Column with Biotinylated Cell Surface Proteins from Mononuclear Cells Coupled to Streptavidin-Sepharose.
2.18. Proteolytic Fragmentation of Denatured Human Serum Albumin with Trypsin
2.19. Adsorption of Trypsin-Fragmented dHSA Using an Affinity Column with Biotinylated Cell Surface Proteins (ACS)
2.20. Mass Spectrometry
2.21. Generation of Rabbit Antiserum Specific for Albumin Peptide IL-6IF
2.22. IHC Using anti-IL-6IF Rabbit Antibodies
2.23. Statistical Analysis
3. Results
3.1. Production of IL-6 by PBMCs
3.2. Occurrence and characterisation of a serum factor inducing IL-6 production by PBMCs
3.3. Characterization of IL-6IF in serum and urine by ultrafiltration
3.4. Identification of Interleukin-6 Inducing Activity
3.5. Production of IL-6 Inducing Activity By Adding Serum Albumin To Washed Tumor Homogenates Or Serum Albumin Or Igg To Activated Matrix Metalloproteases (MMPs)
3.5. Identification of the IL-6 Inducing Albumin Sequence – IL-6IF
3.7. Programming of PBMCs in vivo
3.8. Distribution of IL-6IF in Tumors
3.9. Immunogenicity of albumin neo-structures – Autoantibodies (Anti-Modified Protein Antibodies) against the neo-structure IL-6IF
3.10. Effect of Antibodies on IL-6 Synthesis Induced by the IL-6IF Peptide or Serum Factors
3.11. Tumor Stage Influences IL-6 Production by PBMCs from Colorectal Cancer Patients
3.12. Correlation between Autoantibody Titer and Serum Concentration IL-6
3.13. Determination of the IL-6IF-structure in sera, using biotinylated IL-6IF peptide as a probe (probe IL-6IF)
3.14. Prognostic Significance of the IL-6IF-Structure in Serum from Colon Cancer Patients – Survival Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent statement
Data availability statement:
Acknowledgments
Conflicts of interest
References
- Tanaka, T.; Kishimoto, T. The Biology and Medical Implications of Interleukin-6. Cancer Immunology Research 2014, 2, 288–294. [Google Scholar] [CrossRef] [PubMed]
- Rose-John, S.; Jenkins, B.J.; Garbers, C.; Moll, J.M.; Scheller, J. Targeting IL-6 Trans-Signalling: Past, Present and Future Prospects. Nat Rev Immunol 2023, 23, 666–681. [Google Scholar] [CrossRef] [PubMed]
- Hirano, T. IL-6 in Inflammation, Autoimmunity and Cancer. International Immunology 2021, 33, 127–148. [Google Scholar] [CrossRef]
- Berger, S.; Balló, H.; Stutte, H.J. Immune Complex-induced Interleukin-6, Interleukin-10 and Prostaglandin Secretion by Human Monocytes: A Network of Pro- and Anti-inflammatory Cytokines Dependent on the Antigen: Antibody Ratio. Eur J Immunol 1996, 26, 1297–1301. [Google Scholar] [CrossRef] [PubMed]
- Fleming, V.; Hu, X.; Weber, R.; Nagibin, V.; Groth, C.; Altevogt, P.; Utikal, J.; Umansky, V. Targeting Myeloid-Derived Suppressor Cells to Bypass Tumor-Induced Immunosuppression. Front. Immunol. 2018, 9, 398. [Google Scholar] [CrossRef] [PubMed]
- Tsukamoto, H.; Fujieda, K.; Senju, S.; Ikeda, T.; Oshiumi, H.; Nishimura, Y. Immune-suppressive Effects of Interleukin-6 on T-cell-mediated Anti-tumor Immunity. Cancer Science 2018, 109, 523–530. [Google Scholar] [CrossRef] [PubMed]
- Rašková, M.; Lacina, L.; Kejík, Z.; Venhauerová, A.; Skaličková, M.; Kolář, M.; Jakubek, M.; Rosel, D.; Smetana, K.; Brábek, J. The Role of IL-6 in Cancer Cell Invasiveness and Metastasis—Overview and Therapeutic Opportunities. Cells 2022, 11, 3698. [Google Scholar] [CrossRef] [PubMed]
- Lin, Y.; He, Z.; Ye, J.; Liu, Z.; She, X.; Gao, X.; Liang, R. Progress in Understanding the IL-6/STAT3 Pathway in Colorectal Cancer. OncoTargets and therapy 2020, 13, 13023–13032. [Google Scholar] [CrossRef]
- Rébé, C.; Ghiringhelli, F. STAT3, a Master Regulator of Anti-Tumor Immune Response. Cancers 2019, 11, 1280. [Google Scholar] [CrossRef]
- Matsuda, T. The Physiological and Pathophysiological Role of IL-6/STAT3-Mediated Signal Transduction and STAT3 Binding Partners in Therapeutic Applications. Biological and Pharmaceutical Bulletin 2023, 46, 364–378. [Google Scholar] [CrossRef]
- Singh, S.; Gomez, H.J.; Thakkar, S.; Singh, S.P.; Parihar, A.S. Overcoming Acquired Drug Resistance to Cancer Therapies through Targeted STAT3 Inhibition. International Journal of Molecular Sciences 2023, 24, 4722. [Google Scholar] [CrossRef] [PubMed]
- Huseni, M.A.; Wang, L.; Klementowicz, J.E.; Yuen, K.; Breart, B.; Orr, C.; Liu, L.; Li, Y.; Gupta, V.; Li, C.; et al. CD8+ T Cell-Intrinsic IL-6 Signaling Promotes Resistance to Anti-PD-L1 Immunotherapy. Cell Reports Medicine 2023, 4, 100878. [Google Scholar] [CrossRef]
- Hailemichael, Y.; Johnson, D.H.; Abdel-Wahab, N.; Foo, W.C.; Daher, M.; Haymaker, C.; Wani, K.M.; Saberian, C.M.; Ogata, D.; Bentebibel, S.E.; et al. Interleukin-6 Blockade Abrogates Immunotherapy Toxicity and Promotes Tumor Immunity. SSRN Journal 2021. [Google Scholar] [CrossRef]
- Lippitz, B.E.; Harris, R.A. Cytokine Patterns in Cancer Patients: A Review of the Correlation between Interleukin 6 and Prognosis. OncoImmunology 2016, 5, e1093722. [Google Scholar] [CrossRef]
- Vainer, N.; Dehlendorff, C.; Johansen, J.S. Systematic Literature Review of IL-6 as a Biomarker or Treatment Target in Patients with Gastric, Bile Duct, Pancreatic and Colorectal Cancer. Oncotarget 2018, 9, 29820–29841. [Google Scholar] [CrossRef]
- Xu, J.; Ye, Y.; Zhang, H.; Szmitkowski, M.; Mäkinen, M.; Li, P.; Xia, D.; Yang, J.; Wu, Y.; Wu, H. Diagnostic and Prognostic Value of Serum Interleukin-6 in Colorectal Cancer. Medicine 2016, 95, e2502. [Google Scholar] [CrossRef] [PubMed]
- Chung, Y.-C.; Chaen, Y.-L.; Hsu, C.-P. Clinical Significance of Tissue Expression of Interleukin-6 in Colorectal Carcinoma. Anticancer Res 2006, 26, 3905–3911. [Google Scholar] [PubMed]
- Zeng, J.; Tang, Z.-H.; Liu, S.; Guo, S.-S. Clinicopathological Significance of Overexpression of Interleukin-6 in Colorectal Cancer. World Journal of Gastroenterology 2017, 23, 1780–1786. [Google Scholar] [CrossRef]
- Nakamura, K.; Nakamura, T.; Iino, T.; Hagi, T.; Kita, K.; Asanuma, K.; Sudo, A. Expression of Interleukin-6 and the Interleukin-6 Receptor Predicts the Clinical Outcomes of Patients with Soft Tissue Sarcomas. Cancers 2020, 12, 585. [Google Scholar] [CrossRef]
- Domenici, L.; Tonacci, A.; Aretini, P.; Garibaldi, S.; Perutelli, A.; Bottone, P.; Muzii, L.; Benedetti Panici, P. Inflammatory Biomarkers as Promising Predictors of Prognosis in Cervical Cancer Patients. Oncology 2021, 99, 571–579. [Google Scholar] [CrossRef]
- Song, Z.; Lin, Y.; Ye, X.; Feng, C.; Lu, Y.; Yang, G.; Dong, C. Expression of IL-1α and IL-6 Is Associated with Progression and Prognosis of Human Cervical Cancer. Med Sci Monit 2016, 22, 4475–4481. [Google Scholar] [CrossRef] [PubMed]
- Gulubova, M.; Chonov, D.; Aleksandrova, E.; Ivanova, K.; Ignatova, M.M.; Vlaykova, T. Interleukin-6-Positive Immune Cells as a Possible New Immunologic Marker Associated with the Colorectal Cancer Prognosis. Applied Immunohistochemistry & Molecular Morphology 2024, 32, 233–243. [Google Scholar] [CrossRef]
- Nowak, M.; Klink, M.; Glowacka, E.; Sulowska, Z.; Kulig, A.; Szpakowski, M.; Szyllo, K.; Tchorzewski, H. Production of Cytokines During Interaction of Peripheral Blood Mononuclear Cells with Autologous Ovarian Cancer Cells or Benign Ovarian Tumour Cells. Scandinavian Journal of Immunology 2010, 71, 91–98. [Google Scholar] [CrossRef] [PubMed]
- Yang, H.; Kang, B.; Ha, Y.; Lee, S.H.; Kim, I.; Kim, H.; Lee, W.S.; Kim, G.; Jung, S.; Rha, S.Y.; et al. High Serum IL-6 Correlates with Reduced Clinical Benefit of Atezolizumab and Bevacizumab in Unresectable Hepatocellular Carcinoma. JHEP Reports 2023, 5, 100672. [Google Scholar] [CrossRef] [PubMed]
- Zare Moaiedi, M.; Ahmadpoor, F.; Rashidi, M.; Ahmadzadeh, A.; Salmasi, A.A.; Mohammadzadeh, G. The Association between mRNA Expression of Resistin, TNF- α, IL-6, IL-8, and ER-α in Peripheral Blood Mononuclear Cells and Breast Cancer. Turk J Med Sci 2021, 51, 1345–1353. [Google Scholar] [CrossRef] [PubMed]
- Clinchy, B.; Fransson, A.; Druvefors, B.; Hellsten, A.; Håkansson, A.; Gustafsson, B.; Sjödahl, R.; Håkansson, L. Preoperative Interleukin-6 Production by Mononuclear Blood Cells Predicts Survival after Radical Surgery for Colorectal Carcinoma. Cancer 2007, 109, 1742–1749. [Google Scholar] [CrossRef] [PubMed]
- Moses, A.G.W.; Maingay, J.; Sangster, K.; Fearon, K.C.H.; Ross, J.A. Pro-Inflammatory Cytokine Release by Peripheral Blood Mononuclear Cells from Patients with Advanced Pancreatic Cancer: Relationship to Acute Phase Response and Survival. Oncology Reports 2009, 21, 1091–1095. [Google Scholar] [CrossRef]
- Aarstad, H.H.; Vintermyr, O.K.; Ulvestad, E.; Kross, K.; Heimdal, J.H.; Aarstad, H.J. In Vitro-Stimulated IL-6 Monocyte Secretion and In Vivo Peripheral Blood T Lymphocyte Activation Uniquely Predicted 15-Year Survival in Patients with Head and Neck Squamous Cell Carcinoma. PLOS ONE 2015, 10, e0129724. [Google Scholar] [CrossRef]
- Wang, L.; Miyahira, A.K.; Simons, D.L.; Lu, X.; Chang, A.Y.; Wang, C.; Suni, M.A.; Maino, V.C.; Dirbas, F.M.; Yim, J.; et al. IL6 Signaling in Peripheral Blood T Cells Predicts Clinical Outcome in Breast Cancer. Cancer Research 2017, 77, 1119–1126. [Google Scholar] [CrossRef]
- Wang, L.; Simons, D.L.; Lu, X.; Tu, T.Y.; Avalos, C.; Chang, A.Y.; Dirbas, F.M.; Yim, J.H.; Waisman, J.; Lee, P.P. Breast Cancer Induces Systemic Immune Changes on Cytokine Signaling in Peripheral Blood Monocytes and Lymphocytes. EBioMedicine 2020, 52, 102631. [Google Scholar] [CrossRef]
- Rose-John, S.; Heinrich, P.C. Soluble Receptors for Cytokines and Growth Factors: Generation and Biological Function. Biochemical Journal 1994, 300, 281–290. [Google Scholar] [CrossRef] [PubMed]
- Nejad, E.B.; Labrie, C.; van Elsas, M.J.; Kleinovink, J.W.; Mittrücker, H.-W.; Franken, K.L.M.C.; Heink, S.; Korn, T.; Arens, R.; Hall, T. van; et al. IL-6 Signaling in Macrophages Is Required for Immunotherapy-Driven Regression of Tumors. J Immunother Cancer 2021, 9, e002460. [Google Scholar] [CrossRef] [PubMed]
- Kishimoto, T.; Kang, S. IL-6 Revisited: From Rheumatoid Arthritis to CAR T Cell Therapy and COVID-19. Annu. Rev. Immunol. 2022, 40, 323–348. [Google Scholar] [CrossRef]
- Dorff, T.B.; Goldman, B.; Pinski, J.K.; Mack, P.C.; Lara, P.N.; Van Veldhuizen, P.J.; Quinn, D.I.; Vogelzang, N.J.; Thompson, I.M.; Hussain, M.H.A. Clinical and Correlative Results of SWOG S0354: A Phase II Trial of CNTO328 (Siltuximab), a Monoclonal Antibody against Interleukin-6, in Chemotherapy-Pretreated Patients with Castration-Resistant Prostate Cancer. Clinical Cancer Research 2010, 16, 3028–3034. [Google Scholar] [CrossRef]
- Rossi, J.-F.; Négrier, S.; James, N.D.; Kocak, I.; Hawkins, R.; Davis, H.; Prabhakar, U.; Qin, X.; Mulders, P.; Berns, B. A Phase I/II Study of Siltuximab (CNTO 328), an Anti-Interleukin-6 Monoclonal Antibody, in Metastatic Renal Cell Cancer. Br J Cancer 2010, 103, 1154–1162. [Google Scholar] [CrossRef] [PubMed]
- Angevin, E.; Tabernero, J.; Elez, E.; Cohen, S.J.; Bahleda, R.; Van Laethem, J.-L.; Ottensmeier, C.; Lopez-Martin, J.A.; Clive, S.; Joly, F.; et al. A Phase I/II, Multiple-Dose, Dose-Escalation Study of Siltuximab, an Anti-Interleukin-6 Monoclonal Antibody, in Patients with Advanced Solid Tumors. Clinical Cancer Research 2014, 20, 2192–2204. [Google Scholar] [CrossRef]
- Brighton, T.A.; Khot, A.; Harrison, S.J.; Ghez, D.; Weiss, B.M.; Kirsch, A.; Magen, H.; Gironella, M.; Oriol, A.; Streetly, M.; et al. Randomized, Double-Blind, Placebo-Controlled, Multicenter Study of Siltuximab in High-Risk Smoldering Multiple Myeloma. Clinical Cancer Research 2019, 25, 3772–3775. [Google Scholar] [CrossRef]
- Orlowski, R.Z.; Gercheva, L.; Williams, C.; Sutherland, H.; Robak, T.; Masszi, T.; Goranova-Marinova, V.; Dimopoulos, M.A.; Cavenagh, J.D.; Špička, I.; et al. A Phase 2, Randomized, Double-blind, Placebo-controlled Study of Siltuximab (anti-IL-6 mAb) and Bortezomib versus Bortezomib Alone in Patients with Relapsed or Refractory Multiple Myeloma. American J Hematol 2015, 90, 42–49. [Google Scholar] [CrossRef]
- San-Miguel, J.; Bladé, J.; Shpilberg, O.; Grosicki, S.; Maloisel, F.; Min, C.-K.; Polo Zarzuela, M.; Robak, T.; Prasad, S.V.S.S.; Tee Goh, Y.; et al. Phase 2 Randomized Study of Bortezomib-Melphalan-Prednisone with or without Siltuximab (Anti–IL-6) in Multiple Myeloma. Blood 2014, 123, 4136–4142. [Google Scholar] [CrossRef]
- Lindahl, M.; Ståhlbom, B.; Svartz, J.; Tagesson, C. Protein Patterns of Human Nasal and Bronchoalveolar Lavage Fluids Analyzed with Two-dimensional Gel Electrophoresis. Electrophoresis 1998, 19, 3222–3229. [Google Scholar] [CrossRef] [PubMed]
- Ghafouri, B.; Ståhlbom, B.; Tagesson, C.; Lindahl, M. Newly Identified Proteins in Human Nasal Lavage Fluid from Non-Smokers and Smokers Using Two-Dimensional Gel Electrophoresis and Peptide Mass Fingerprinting. PROTEOMICS 2002, 2, 112–120. [Google Scholar] [CrossRef] [PubMed]
- Gholiha, A.R.; Hollander, P.; Glimelius, I.; Hedstrom, G.; Molin, D.; Hjalgrim, H.; Smedby, K.E.; Hashemi, J.; Amini, R.-M.; Enblad, G. Revisiting IL-6 Expression in the Tumor Microenvironment of Classical Hodgkin Lymphoma. Blood Advances 2021, 5, 1671–1681. [Google Scholar] [CrossRef]
- Piancatelli, D.; Romano, P.; Sebastiani, P.; Adorno, D.; Casciani, C.U. Local Expression of Cytokines in Human Colorectal Carcinoma: Evidence of Specific Interleukin-6 Gene Expression. Journal of Immunotherapy 1999, 22, 25–32. [Google Scholar] [CrossRef]
- Kania, K.; Byrnes, E.A.; Beilby, J.P.; Webb, S.A.R.; Strong, K.J. Urinary Proteases Degrade Albumin: Implications for Measurement of Albuminuria in Stored Samples. Ann Clin Biochem 2010, 47, 151–157. [Google Scholar] [CrossRef]
- Davis, G.E. The Mac-1 and P150,95 Β2 Integrins Bind Denatured Proteins to Mediate Leukocyte Cell-Substrate Adhesion. Experimental Cell Research 1992, 200, 242–252. [Google Scholar] [CrossRef]
- Davis, G.E.; Thomas, J.S.; Madden, S. The A4β1 Integrin Can Mediate Leukocyte Adhesion to Casein and Denatured Protein Substrates. Journal of Leukocyte Biology 1997, 62, 318–328. [Google Scholar] [CrossRef]
- Wilkin, T.J. The Primary Lesion Theory of Autoimmunity: A Speculative Hypothesis. Autoimmunity 1990, 7, 225–235. [Google Scholar] [CrossRef]
- Kragh-Hansen, U. Possible Mechanisms by Which Enzymatic Degradation of Human Serum Albumin Can Lead to Bioactive Peptides and Biomarkers. Front. Mol. Biosci. 2018, 5. [Google Scholar] [CrossRef]
- Shacter, E.; Arzadon, G.; Williams, J. Stimulation of Interleukin-6 and Prostaglandin E2 Secretion from Peritoneal Macrophages by Polymers of Albumin. Blood 1993, 82, 2853–2864. [Google Scholar] [CrossRef]
- Wang, H.-J.; Lo, W.-Y.; Lin, L.-J. Angiotensin-(1–7) Decreases Glycated Albumin-Induced Endothelial Interleukin-6 Expression via Modulation of miR-146a. Biochemical and Biophysical Research Communications 2013, 430, 1157–1163. [Google Scholar] [CrossRef]






Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).