Modeling of the Biological Activity of Monoclonal Antibodies Based on the Glycosylation Profile.

The influence of the glycosylation profile of IgG on biological activity is known, but it is not clear which glycoforms have the highest impact on the main mechanism of action. The aim of this study was to design a mathematical model for predicting the antibody-dependent cellular cytotoxicity (ADCC) activity and the Fc gamma IIIa receptors' (FcɣRIIIa) relative binding of rituximab drug products based on their glycosylation profile. An additional goal was to identify the glycoforms that have the greatest impact on these mechanisms of action. For these purposes, the glycosylation profile was examined by hydrophilic interaction ultra-performance liquid chromatography (HILIC-UPLC), ADCC was assessed using a Promega kit, and FcɣRIIIa's binding affinity was assessed by surface plasmon resonance (SPR) analysis of a group of >50 rituximab drug products. Based on the results, mathematical models for the ADCC and FcɣRIIIa binding affinity prediction were designed using JMP 13.2.0. The quality of the model and the influence of sample size and heterogeneity on the reliability were verified. The results allow for the evaluation of rituximab drug products' activity based on their glycosylation profile and show that with a sufficiently large and differentiated dataset, it is possible to generate models for different monoclonal antibodies.

Improved cytotoxicity and preserved level of cell death induced in colon cancer cells by doxorubicin after its conjugation with iron-oxide magnetic nanoparticles.

A promising strategy for overcoming the problem of limited efficacy in antitumor drug delivery and in drug release is the use of a nanoparticle-conjugated drug. Doxorubicin (Dox) anticancer chemotherapeutics has been widely studied in this respect, because of severe cardiotoxic side effects. Here, we investigated the cytotoxic effects, the uptake process, the changes in cell cycle progression and the cell death processes in the presence of iron-oxide magnetic nanoparticles (Nps) and doxorubicin conjugates (Dox-Nps) in human colon HT29 cells. The amount of Dox participated in biological action of Dox-Nps was determined by cyclic voltammetry and thermogravimetric measurements. The cytotoxicity of Dox-Nps was shown to be two/three times higher than free Dox, whereas Nps alone did not inhibit cell proliferation. Dox-Nps penetrated cancer cells with higher efficacy than free Dox, what could be a consequence of Dox-Nps aggregation with proteins in culture medium and/or with cell surface. The treatment of HT29 cells with Dox-Nps and Dox at IC50 concentration resulted in G2/M arrest followed by late apoptosis and necrosis. Summing up, the application of iron-oxide magnetic nanoparticles improved Dox-Nps cell penetration compared to free Dox and achieved the cellular response to Dox-Nps conjugates similar to that of Dox alone.