Iranian Journal of Basic Medical Sciences

Iranian Journal of Basic Medical Sciences

Bioinformatic analysis and characterization of the Anti-CD20 scFv-Conjugated Fe₃O₄ nanoparticles for targeted therapy of CD20⁺ leukemia cells

Document Type : Original Article

Authors
1 Department of Molecular Medicine, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
2 Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
3 Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
4 Department of Clinical Biochemistry, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
5 Department of Environmental Research, Institute for Color Science and Technology, Tehran, Iran
10.22038/ijbms.2026.95091.20508
Abstract
Objective(s): Chronic lymphocytic leukemia (CLL) is one of the common types of leukemia. Various approaches for CLL therapy have been advanced, but they have some adverse effects. Iron oxide (Fe3O4) nanoparticles are promising drug carriers due to their magnetic properties and biocompatibility.
Materials and Methods: The recombinant anti-CD20 scFv was computationally modeled using the AlphaFold server. The complementarity-determining regions (CDR) of scFv were identified using the IMGT/V-Quest database. Molecular docking was performed separately between the scFv antibody and the CD20 antigen (ClusPro 2.0) and between Fe3O4 and the scFv (PyRx). Then, synthesized Fe₃O₄ nanoparticles were characterized using X-ray diffraction (XRD), field-emission scanning electron microscopy (FE-SEM), dynamic light scattering (DLS), and Fourier-transform infrared spectroscopy (FTIR). In vitro biological evaluation of the complexes was performed using the MTT assay.
Results: The molecular docking studies revealed favorable interactions between the recombinant scFv antibody and the CD20 antigen. Fe3O4 nanoparticles were included as a simplified ligand model to explore possible surface interaction patterns with the scFv molecule, suggesting no predicted interactions with CDR regions in the docking model. Physicochemical characterization confirmed the successful synthesis and desirable structural attributes of the Fe₃O₄ nanoparticles. In vitro biological evaluation of the Fe₃O₄ nanoparticle–anti-CD20 scFv complex revealed that cell death in the Raji cell line was significantly higher than in the control groups, underscoring the targeted cytotoxic efficacy.
Conclusion: These findings suggest that the Fe3O4 nanoparticle complex conjugated to an anti-CD20 scFv antibody can serve as a novel strategy for CLL treatment, contributing to the development of targeted therapies for cancer.
Keywords
Subjects

1. Wainman LM, Khan WA, Kaur P. Chronic lymphocytic leukemia: Current knowledge and future advances in cytogenomic testing. Exon Publications 2023:93-106.
2. Langerbeins P, Eichhorst B. Immune dysfunction in patients with chronic lymphocytic leukemia and challenges during COVID-19 pandemic. Acta Haematol 2021; 144:508-518.
3. Freifeld AG, Bow EJ, Sepkowitz KA, Boeckh MJ, Ito JI, Mullen CA, et al. Clinical practice guideline for the use of antimicrobial agents in neutropenic patients with cancer: 2010 update by the Infectious Diseases Society of America. Clin Infect Dis 2011; 52:e56-e93.
4. Friedman DL, Whitton J, Leisenring W, Mertens AC, Hammond S, Stovall M, et al. Subsequent neoplasms in 5-year survivors of childhood cancer: The childhood cancer survivor study. JNCI: J Natl Cancer Inst 2010; 102:1083-1095.
5. Howard SC, Trifilio S, Gregory TK, Baxter N, McBride A. Tumor lysis syndrome in the era of novel and targeted agents in patients with hematologic malignancies: A systematic review. Ann Hematol Oncol 2016; 95:563-573.
6. Iyer P, Wang L. Emerging therapies in CLL in the era of precision medicine. Cancers 2023; 15:1583.
7. Fatima N, Crassini KR, Thurgood L, Shen Y, Christopherson RI, Kuss B, et al. Therapeutic approaches and drug-resistance in chronic lymphocytic leukaemia. Cancer Drug Resist 2020; 3:532.
8. Woyach JA, Johnson AJ. Targeted therapies in CLL: Mechanisms of resistance and strategies for management. Blood 2015; 126:471-477.
9. Gezehagn Kussia G, Tessema TS. The potential of single‐chain variable fragment antibody: Role in future therapeutic and diagnostic biologics. J Immunol Res 2024; 2024:1804038.
10. Ghani S, Bandehpour M, Yarian F, Baghaei K, Kazemi B. Production of a ribosome-displayed mouse scFv antibody against CD133, analysis of its molecular docking, and molecular dynamic simulations of their interactions. Appl Biochem Biotechnol 2024; 196:1399-1418.
11. Dabkowska A, Domka K, Firczuk M. Advancements in cancer immunotherapies targeting CD20: From pioneering monoclonal antibodies to chimeric antigen receptor-modified T cells. Front Immunol 2024; 15:1363102.
12. Pavlasova G, Mraz M. The regulation and function of CD20: An “enigma” of B-cell biology and targeted therapy. Haematologica 2020; 105:1494-1506.
13. Ho K-W, Chen I-J, Cheng Y-A, Liao T-Y, Liu E-S, Chen H-J, et al. Double attack strategy for leukemia using a pre-targeting bispecific antibody (CD20 Ab-mPEG scFv) and actively attracting PEGylated liposomal doxorubicin to enhance anti-tumor activity. J Nanobiotechnol 2021; 19:1-12.
14. Coiffier B, Lepretre S, Pedersen LM, Gadeberg O, Fredriksen H, van Oers MH, et al. Safety and efficacy of ofatumumab, a fully human monoclonal anti-CD20 antibody, in patients with relapsed or refractory B-cell chronic lymphocytic leukemia: A phase 1-2 study. Blood 2008; 111:1094-1100.
15. Barth MJ, Czuczman MS. Ofatumumab: a novel, fully human anti-CD20 monoclonal antibody for the treatment of chronic lymphocytic leukemia. Future Oncol 2013; 9:1829-1839.
16. Maleki R, Rahimpour A, Rajabibazl M. Construction and evaluation of wild and mutant ofatumumab scFvs against the human CD20 antigen. Prep Biochem Biotechnol 2023; 53:239-246.
17. Andrade Â, Ferreira R, Fabris J, Domingues R. Coating nanomagnetic particles for biomedical applications. BME frontiers 2011:157-176.
18. Zhao Y, Zhao X, Cheng Y, Guo X, Yuan W. Iron oxide nanoparticles-based vaccine delivery for cancer treatment. Mol Pharm 2018; 15:1791-1799.
19. Kim EH, Lee HS, Kwak BK, Kim B-K. Synthesis of ferrofluid with magnetic nanoparticles by sonochemical method for MRI contrast agent. J Magn Magn Mater 2005; 289:328-330.
20. Luktuke S, Raj A, Santra S, Das S, Chakravorty A, Ramesh K, et al. Interaction of Fe2O3 and Fe3O4 Nanoparticle with Pathogenic Bacteria: A in-silico molecular mechanism study. J Nanosci Nanotechnol 2024; 14:40-48.
21. Sæbø IP, Bjørås M, Franzyk H, Helgesen E, Booth JA. Optimization of the hemolysis assay for the assessment of cytotoxicity. Int J Mol Sci 2023; 24:2914.
22.Van Meerloo J, Kaspers GJ, Cloos J. Cell sensitivity assays: The MTT assay.  Cancer cell culture: Methods and protocols: Springer; 2011. p. 237-245.
23. Jain TK, Morales MA, Sahoo SK, Leslie-Pelecky DL, Labhasetwar V. Iron oxide nanoparticles for sustained delivery of anticancer agents. Mol Pharmaceutics 2005; 2:194-205.
24. Gupta AK, Gupta M. Synthesis and surface engineering of iron oxide nanoparticles for biomedical applications. Biomaterials 2005; 26:3995-4021.
25. Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O, et al. Highly accurate protein structure prediction with AlphaFold. nature 2021; 596:583-589.
26. Varadi M, Anyango S, Deshpande M, Nair S, Natassia C, Yordanova G, et al. AlphaFold protein structure database: Massively expanding the structural coverage of protein-sequence space with high-accuracy models. Nucl Acids Res 2022; 50:D439-D444.
27. Laurent S, Forge D, Port M, Roch A, Robic C, Vander Elst L, et al. Magnetic iron oxide nanoparticles: Synthesis, stabilization, vectorization, physicochemical characterizations, and biological applications. Chem Rev 2008; 108:2064-2110.
28. Mahmoudi M, Sant S, Wang B, Laurent S, Sen T. Superparamagnetic iron oxide nanoparticles (SPIONs): development, surface modification and applications in chemotherapy. Adv Drug Deliv Rev 2011; 63:24-46.
29. Winiarczyk K, Gac W, Góral-Kowalczyk M, Surowiec Z. Magnetic properties of iron oxide nanoparticles with a DMSA-modified surface. Hyperfine Interactions 2021; 242:48.
30. Jiang S, Wang X, Zhang Z, Sun L, Pu Y, Yao H, et al. CD20 monoclonal antibody targeted nanoscale drug delivery system for doxorubicin chemotherapy: An in vitro study of cell lysis of CD20-positive Raji cells. Int J Nanomedicine 2016:5505-5518.
31. Huang X, Yi C, Fan Y, Zhang Y, Zhao L, Liang Z, et al. Magnetic Fe3O4 nanoparticles grafted with single-chain antibody (scFv) and docetaxel loaded β-cyclodextrin potential for ovarian cancer dual-targeting therapy. Mater Sci Eng: C 2014; 42:325-332.
32. Haeri A, Osouli M. EGFR targeted nanocarriers for cancer diagnosis and therapy. Trends Pept Protein Sci 2017; 1:41-55.