Oksana A. Mayorova
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Oksana A. Mayorova has a total of 117 co-authors. Here are the top co-authors by number of shared publications:
- Olga A. Sindeeva
Skolkovo Institute of Science and Technology
13 shared publications - Ekaterina S. Prikhozhdenko
Future Biophysics Institute, Moscow Center for Advanced Studies, 20 Kulakova Str., 141700 Moscow, Russia
11 shared publications - Olga I. Gusliakova
Science Medical Centre, Saratov State University, 83 Astrakhanskaya str., 410012 Saratov, Russia
7 shared publications - Gleb Borisovich Sukhorukov
Skolkovo Institute of Science and Technology
6 shared publications - Mariia S. Saveleva
Science Medical Center, Saratov State University, 83 Astrakhanskaya Str., 410012 Saratov, Russia
6 shared publications - Alevtina Yu. Yegorova
Institute of Chemistry, N.G. Chernyshevsky Saratov National Research State University, 83 Ulitsa Astrakhanskaya, 410012 Saratov, Russia
5 shared publications
Latest Publications
- Open Access
- 21 August 2025
- Published by Saratov State University in Izvestiya of Saratov University. Physics
- Vol. 25 (3)
Effect of low concentrations of hyaluronic acid on the structure of whey protein isolate during conjugation: Development and optimization of machine learning models based on adaptive boosting for spectroscopic data analysis
- 21 August 2025
- Published by Saratov State University in Izvestiya of Saratov University. Physics
- Vol. 25 (3)
Open AccessEffect of low concentrations of hyaluronic acid on the structure of whey protein isolate during conjugation: Development and optimization of machine learning models based on adaptive boosting for spectroscopic data analysis
- Open Access
- 30 July 2025
- Published by MDPI AG in Pharmaceutics
- Vol. 17 (8) , 982
Folate-Modified Albumin-Functionalized Iron Oxide Nanoparticles for Theranostics: Engineering and In Vitro PDT Treatment of Breast Cancer Cell Lines
Background/Objectives: Magnetic iron oxide nanoparticles (IONPs), human serum albumin (HSA) and folic acid (FA) are prospective components for hybrid nanosystems for various biomedical applications. The magnetic nanosystems FA-HSA@IONPs (FAMs) containing IONPs, HSA, and FA residue are engineered in the study. Methods: Composition, stability and integrity of the coating, and peroxidase-like activity of FAMs are characterized using UV/Vis spectrophotometry (colorimetric test using o-phenylenediamine (OPD), Bradford protein assay, etc.), spectrofluorimetry, dynamic light scattering (DLS) and electron magnetic resonance (EMR). The selectivity of the FAMs accumulation in cancer cells is analyzed using flow cytometry and confocal laser scanning microscopy. Results: FAMs (dN~55 nm by DLS) as a drug delivery platform have been administered to cancer cells (human breast adenocarcinoma MCF-7 and MDA-MB-231 cell lines) in vitro. Methylene blue, as a model photosensitizer, has been non-covalently bound to FAMs. An increase in photoinduced cytotoxicity has been found upon excitation of the photosensitizer bound to the coating of FAMs compared to the single photosensitizer at equivalent concentrations. The suitability of the nanosystems for photodynamic therapy has been confirmed. Conclusions: FAMs are able to effectively enter cells with increased folate receptor expression and thus allow antitumor photosensitizers to be delivered to cells without any loss of their in vitro photodynamic efficiency. Therapeutic and diagnostic applications of FAMs in oncology are discussed.
- 30 July 2025
- Published by MDPI AG in Pharmaceutics
- Vol. 17 (8) , 982
Open AccessFolate-Modified Albumin-Functionalized Iron Oxide Nanoparticles for Theranostics: Engineering and In Vitro PDT Treatment of Breast Cancer Cell Lines
Background/Objectives: Magnetic iron oxide nanoparticles (IONPs), human serum albumin (HSA) and folic acid (FA) are prospective components for hybrid nanosystems for various biomedical applications. The magnetic nanosystems FA-HSA@IONPs (FAMs) containing IONPs, HSA, and FA residue are engineered in the study. Methods: Composition, stability and integrity of the coating, and peroxidase-like activity of FAMs are characterized using UV/Vis spectrophotometry (colorimetric test using o-phenylenediamine (OPD), Bradford protein assay, etc.), spectrofluorimetry, dynamic light scattering (DLS) and electron magnetic resonance (EMR). The selectivity of the FAMs accumulation in cancer cells is analyzed using flow cytometry and confocal laser scanning microscopy. Results: FAMs (dN~55 nm by DLS) as a drug delivery platform have been administered to cancer cells (human breast adenocarcinoma MCF-7 and MDA-MB-231 cell lines) in vitro. Methylene blue, as a model photosensitizer, has been non-covalently bound to FAMs. An increase in photoinduced cytotoxicity has been found upon excitation of the photosensitizer bound to the coating of FAMs compared to the single photosensitizer at equivalent concentrations. The suitability of the nanosystems for photodynamic therapy has been confirmed. Conclusions: FAMs are able to effectively enter cells with increased folate receptor expression and thus allow antitumor photosensitizers to be delivered to cells without any loss of their in vitro photodynamic efficiency. Therapeutic and diagnostic applications of FAMs in oncology are discussed.
- Open Access
- 21 March 2025
- Published by Saratov State University in Izvestiya of Saratov University. Physics
- Vol. 25 (1)
Microgels containing whey protein as a new way of treating bladder and renal diseases
- 21 March 2025
- Published by Saratov State University in Izvestiya of Saratov University. Physics
- Vol. 25 (1)
Open AccessMicrogels containing whey protein as a new way of treating bladder and renal diseases
- Open Access
- 1 January 2025
- Published by Bio-Protocol, LLC in Bio-Protocol
- Vol. 15 (1374) , e5347
Protocol of Whey Protein Isolate–Based Microgel Targeted Delivery in Mouse Kidney
Every year, there is an increase in the number of cases of chronic kidney disease, and a delay in the initiation of adequate treatment can lead to kidney failure, which requires regular dialysis or transplantation. Intensive systemic therapy used to treat kidney diseases often has a negative impact on other weakened organs, making it crucial to ensure targeted delivery of medications directly to the kidneys and to minimize systemic side effects. In order to reduce the toxicity of medications and decrease dosages, innovative delivery methods are being developed, such as micro-sized targeted delivery systems, which ensure highly effective distribution of encapsulated drugs directly within the organs. In a recent article, we presented innovative emulsified microgels stabilized with whey protein isolate (WPI), specifically designed for targeted drug delivery to the kidneys. Our stability studies revealed that these microgels start to degrade after 72 h, with this degradation exhibiting a time-dependent profile. Furthermore, intravenous administration of the microgel suspension through the tail vein showed significant selective accumulation in both the liver and kidneys over a duration of 5 days. As part of our research, we present the protocol for synthesizing emulsion microgels derived from whey protein isolate. This article provides a comprehensive overview of the procedures for precursor preparation, along with an in-depth investigation of the emulsion system's stability over time. The protocol also includes the injection of an emulsion microgel suspension into the tail vein of mice, enabling the evaluation of their biocompatibility and potential therapeutic efficacy. This protocol outlines the precautions and important nuances that should be considered at each stage of the experiment.
- 1 January 2025
- Published by Bio-Protocol, LLC in Bio-Protocol
- Vol. 15 (1374) , e5347
Open AccessProtocol of Whey Protein Isolate–Based Microgel Targeted Delivery in Mouse Kidney
Every year, there is an increase in the number of cases of chronic kidney disease, and a delay in the initiation of adequate treatment can lead to kidney failure, which requires regular dialysis or transplantation. Intensive systemic therapy used to treat kidney diseases often has a negative impact on other weakened organs, making it crucial to ensure targeted delivery of medications directly to the kidneys and to minimize systemic side effects. In order to reduce the toxicity of medications and decrease dosages, innovative delivery methods are being developed, such as micro-sized targeted delivery systems, which ensure highly effective distribution of encapsulated drugs directly within the organs. In a recent article, we presented innovative emulsified microgels stabilized with whey protein isolate (WPI), specifically designed for targeted drug delivery to the kidneys. Our stability studies revealed that these microgels start to degrade after 72 h, with this degradation exhibiting a time-dependent profile. Furthermore, intravenous administration of the microgel suspension through the tail vein showed significant selective accumulation in both the liver and kidneys over a duration of 5 days. As part of our research, we present the protocol for synthesizing emulsion microgels derived from whey protein isolate. This article provides a comprehensive overview of the procedures for precursor preparation, along with an in-depth investigation of the emulsion system's stability over time. The protocol also includes the injection of an emulsion microgel suspension into the tail vein of mice, enabling the evaluation of their biocompatibility and potential therapeutic efficacy. This protocol outlines the precautions and important nuances that should be considered at each stage of the experiment.
- 6 October 2024
- Published by Russian Vrach, Publishing House Ltd. in Problems of Biological, Medical and Pharmaceutical Chemistry
- p. 60-66
TARGETED TREATMENT OF CHRONIC CYSTITIS USING INTRAVESICAL INSTILLATION OF AN ENCAPSULATED FORM OF HYALURONIC ACID
Introduction. A new approach in the bladder diseases treatment is an intravesical instillation of drugs. However, the low therapeutic effectiveness and painfulness of the instillation procedure are significant limitations of this method. Often, therapy for chronic cystitis comes down to repeated drug instillation into the bladder, which can lead to irritation of the urethral canal and re-infection. Purpose of the study – an approach to the treatment of chronic cystitis by a combination of the local delivery intravesical instillation, and advanced materials science technologies emulsion microgels. Materials and methods. Hyaluronic acid (HA) was encapsulated in emulsion microgels based on whey protein isolate. To study the therapeutic effect, experimental animals were divided into 3 groups (5 pieces each): without therapy; with encapsulated HA therapy; with therapy of HA solution. Chronic cystitis modeling was carried out by intraperitoneal administration of a cyclophosphamide solution. For groups of the animals receiving therapy, intravesical instillation of HA in encapsulated and free forms was carried out four times on days 6, 10, 14 and 18 after the initiation of cystitis. The therapy effectiveness was assessed using classical histological analysis. Results. This work demonstrates the effectiveness of chronic cystitis therapy with hyaluronic acid immobilized in mucoadhesive carriers – emulsion microgels. Histological analysis confirmed a significant topical therapeutic effect in animals with intravesical administration of microgels with hyaluronic acid. Conclusions. The proposed strategy combines local delivery and the use of microcontainers containing a drug, which can be successfully used for local therapy of a wide range of bladder diseases.
- 6 October 2024
- Published by Russian Vrach, Publishing House Ltd. in Problems of Biological, Medical and Pharmaceutical Chemistry
- p. 60-66
TARGETED TREATMENT OF CHRONIC CYSTITIS USING INTRAVESICAL INSTILLATION OF AN ENCAPSULATED FORM OF HYALURONIC ACID
Introduction. A new approach in the bladder diseases treatment is an intravesical instillation of drugs. However, the low therapeutic effectiveness and painfulness of the instillation procedure are significant limitations of this method. Often, therapy for chronic cystitis comes down to repeated drug instillation into the bladder, which can lead to irritation of the urethral canal and re-infection. Purpose of the study – an approach to the treatment of chronic cystitis by a combination of the local delivery intravesical instillation, and advanced materials science technologies emulsion microgels. Materials and methods. Hyaluronic acid (HA) was encapsulated in emulsion microgels based on whey protein isolate. To study the therapeutic effect, experimental animals were divided into 3 groups (5 pieces each): without therapy; with encapsulated HA therapy; with therapy of HA solution. Chronic cystitis modeling was carried out by intraperitoneal administration of a cyclophosphamide solution. For groups of the animals receiving therapy, intravesical instillation of HA in encapsulated and free forms was carried out four times on days 6, 10, 14 and 18 after the initiation of cystitis. The therapy effectiveness was assessed using classical histological analysis. Results. This work demonstrates the effectiveness of chronic cystitis therapy with hyaluronic acid immobilized in mucoadhesive carriers – emulsion microgels. Histological analysis confirmed a significant topical therapeutic effect in animals with intravesical administration of microgels with hyaluronic acid. Conclusions. The proposed strategy combines local delivery and the use of microcontainers containing a drug, which can be successfully used for local therapy of a wide range of bladder diseases.
- Open Access
Combination of Machine Learning and Raman Spectroscopy for Determination of the Complex of Whey Protein Isolate with Hyaluronic Acid
Macromolecules and their complexes remain interesting topics in various fields, such as targeted drug delivery and tissue regeneration. The complex chemical structure of such substances can be studied with a combination of Raman spectroscopy and machine learning. The complex of whey protein isolate (WPI) and hyaluronic acid (HA) is beneficial in terms of drug delivery. It provides HA properties with the stability obtained from WPI. However, differences between WPI-HA and WPI solutions can be difficult to detect by Raman spectroscopy. Especially when the low HA (0.1, 0.25, 0.5% ) and the constant WPI (5% ) concentrations are used. Before applying the machine learning techniques, all the collected data were divided into training and test sets in a ratio of 3:1. The performances of two ensemble methods, random forest (RF) and gradient boosting (GB), were evaluated on the Raman data, depending on the type of problem (regression or classification). The impact of noise reduction using principal component analysis (PCA) on the performance of the two machine learning methods was assessed. This procedure allowed us to reduce the number of features while retaining 95% of the explained variance in the data. Another application of these machine learning methods was to identify the WPI Raman bands that changed the most with the addition of HA. Both the RF and GB could provide feature importance data that could be plotted in conjunction with the actual Raman spectra of the samples. The results show that the addition of HA to WPI led to changes mainly around 1003 cm−1 (correspond to ring breath of phenylalanine) and 1400 cm−1, as demonstrated by the regression and classification models. For selected Raman bands, where the feature importance was greater than 1%, a direct evaluation of the effect of the amount of HA on the Raman intensities was performed but was found not to be informative. Thus, applying the RF or GB estimators to the Raman data with feature importance evaluation could detect and highlight small differences in the spectra of substances that arose from changes in the chemical structure; using PCA to filter out noise in the Raman data could improve the performance of both the RF and GB. The demonstrated results will make it possible to analyze changes in chemical bonds during various processes, for example, conjugation, to study complex mixtures of substances, even with small additions of the components of interest.Open AccessCombination of Machine Learning and Raman Spectroscopy for Determination of the Complex of Whey Protein Isolate with Hyaluronic Acid
Macromolecules and their complexes remain interesting topics in various fields, such as targeted drug delivery and tissue regeneration. The complex chemical structure of such substances can be studied with a combination of Raman spectroscopy and machine learning. The complex of whey protein isolate (WPI) and hyaluronic acid (HA) is beneficial in terms of drug delivery. It provides HA properties with the stability obtained from WPI. However, differences between WPI-HA and WPI solutions can be difficult to detect by Raman spectroscopy. Especially when the low HA (0.1, 0.25, 0.5% ) and the constant WPI (5% ) concentrations are used. Before applying the machine learning techniques, all the collected data were divided into training and test sets in a ratio of 3:1. The performances of two ensemble methods, random forest (RF) and gradient boosting (GB), were evaluated on the Raman data, depending on the type of problem (regression or classification). The impact of noise reduction using principal component analysis (PCA) on the performance of the two machine learning methods was assessed. This procedure allowed us to reduce the number of features while retaining 95% of the explained variance in the data. Another application of these machine learning methods was to identify the WPI Raman bands that changed the most with the addition of HA. Both the RF and GB could provide feature importance data that could be plotted in conjunction with the actual Raman spectra of the samples. The results show that the addition of HA to WPI led to changes mainly around 1003 cm−1 (correspond to ring breath of phenylalanine) and 1400 cm−1, as demonstrated by the regression and classification models. For selected Raman bands, where the feature importance was greater than 1%, a direct evaluation of the effect of the amount of HA on the Raman intensities was performed but was found not to be informative. Thus, applying the RF or GB estimators to the Raman data with feature importance evaluation could detect and highlight small differences in the spectra of substances that arose from changes in the chemical structure; using PCA to filter out noise in the Raman data could improve the performance of both the RF and GB. The demonstrated results will make it possible to analyze changes in chemical bonds during various processes, for example, conjugation, to study complex mixtures of substances, even with small additions of the components of interest. - Open Access
- 1 January 2024
- Published by Bio-Protocol, LLC in Bio-Protocol
- Vol. 14 (1348) , e5027
A Protocol for Preparing Mucoadhesive Emulsion Microgels and Assessing Their Mucoadhesion Properties In Vitro
Intravesical instillation is an efficient therapeutic technique based on targeted administration of a drug directly into the lesion for the treatment of bladder diseases. This is an alternative to traditional systemic administration of drugs. However, this technique requires repeated procedures, which can lead to even greater inflammation and infection of the urethra. To date, novel systems that allow prolonged drug retention in the bladder cavity are actively being developed. We recently reported a targeted drug delivery system based on the mucoadhesive emulsion microgels consisting of the natural component whey protein isolate. Such micron-sized carriers possess high loading capacity, a prolonged drug release profile, and efficient mucoadhesive properties to the bladder urothelium. As a continuation of this work, we present a protocol for the synthesis of mucoadhesive emulsion microgels. Detailed procedures for preparing precursor solutions as well as studying the physico-chemical parameters of microgels (including loading capacity and drug release rate) and the mucoadhesive properties using the model of porcine bladder urothelium are discussed. Precautionary measures and nuances that are worth paying attention to during each experimental stage are given as well.
- 1 January 2024
- Published by Bio-Protocol, LLC in Bio-Protocol
- Vol. 14 (1348) , e5027
Open AccessA Protocol for Preparing Mucoadhesive Emulsion Microgels and Assessing Their Mucoadhesion Properties In Vitro
Intravesical instillation is an efficient therapeutic technique based on targeted administration of a drug directly into the lesion for the treatment of bladder diseases. This is an alternative to traditional systemic administration of drugs. However, this technique requires repeated procedures, which can lead to even greater inflammation and infection of the urethra. To date, novel systems that allow prolonged drug retention in the bladder cavity are actively being developed. We recently reported a targeted drug delivery system based on the mucoadhesive emulsion microgels consisting of the natural component whey protein isolate. Such micron-sized carriers possess high loading capacity, a prolonged drug release profile, and efficient mucoadhesive properties to the bladder urothelium. As a continuation of this work, we present a protocol for the synthesis of mucoadhesive emulsion microgels. Detailed procedures for preparing precursor solutions as well as studying the physico-chemical parameters of microgels (including loading capacity and drug release rate) and the mucoadhesive properties using the model of porcine bladder urothelium are discussed. Precautionary measures and nuances that are worth paying attention to during each experimental stage are given as well.
- 19 May 2023
- Published by American Chemical Society (ACS) in ACS Applied Materials & Interfaces
- Vol. 15 (21) , 25354-25368
Mucoadhesive Emulsion Microgels for Intravesical Drug Delivery: Preparation, Retention at Urothelium, and Biodistribution Study
The intravesical instillation procedure is a proven method in modern urology for the treatment of bladder diseases. However, the low therapeutic efficiency and painfulness of the instillation procedure are significant limitations of this method. In the present study, we propose an approach to solving this problem by using microsized mucoadhesive macromolecular carriers based on whey protein isolate with the possibility of prolonged release of drugs as a drug delivery system. The optimal water-to-oil ratio (1:3) and whey protein isolate concentration (5%) were determined to obtain emulsion microgels with sufficient loading efficiency and mucoadhesive properties. The droplet diameter of emulsion microgels varies from 2.2 to 3.8 μm. The drug release kinetics from the emulsion microgels was evaluated. The release of the model dye in saline and artificial urine in vitro was observed for 96 h and reached up to 70% of loaded cargo for samples. The effect of emulsion microgels on the morphology and viability of two cell lines was observed: L929 mouse fibroblasts (normal adherent cells) and THP-1 human monocytes (cancer suspension cells). Developed emulsion microgels (5%, 1:3 and 1:5) showed sufficient mucoadhesion to a porcine bladder urothelium ex vivo. The biodistribution of emulsion microgels (5%, 1:3 and 1:5) in mice (n = 3) after intravesical (instillation) and systemic (intravenous) administration was assessed in vivo and ex vivo using near-infrared fluorescence live imaging for real time. It was demonstrated that intravesical instillation allows approximately 10 times more efficient accumulation of emulsion microgels in the mice urinary bladder in vivo 1 h after injection compared to systemic injection. The retention of the emulsion of mucoadhesive microgels in bladders after the intravesical instillation was observed for 24 h.
- 19 May 2023
- Published by American Chemical Society (ACS) in ACS Applied Materials & Interfaces
- Vol. 15 (21) , 25354-25368
Mucoadhesive Emulsion Microgels for Intravesical Drug Delivery: Preparation, Retention at Urothelium, and Biodistribution Study
The intravesical instillation procedure is a proven method in modern urology for the treatment of bladder diseases. However, the low therapeutic efficiency and painfulness of the instillation procedure are significant limitations of this method. In the present study, we propose an approach to solving this problem by using microsized mucoadhesive macromolecular carriers based on whey protein isolate with the possibility of prolonged release of drugs as a drug delivery system. The optimal water-to-oil ratio (1:3) and whey protein isolate concentration (5%) were determined to obtain emulsion microgels with sufficient loading efficiency and mucoadhesive properties. The droplet diameter of emulsion microgels varies from 2.2 to 3.8 μm. The drug release kinetics from the emulsion microgels was evaluated. The release of the model dye in saline and artificial urine in vitro was observed for 96 h and reached up to 70% of loaded cargo for samples. The effect of emulsion microgels on the morphology and viability of two cell lines was observed: L929 mouse fibroblasts (normal adherent cells) and THP-1 human monocytes (cancer suspension cells). Developed emulsion microgels (5%, 1:3 and 1:5) showed sufficient mucoadhesion to a porcine bladder urothelium ex vivo. The biodistribution of emulsion microgels (5%, 1:3 and 1:5) in mice (n = 3) after intravesical (instillation) and systemic (intravenous) administration was assessed in vivo and ex vivo using near-infrared fluorescence live imaging for real time. It was demonstrated that intravesical instillation allows approximately 10 times more efficient accumulation of emulsion microgels in the mice urinary bladder in vivo 1 h after injection compared to systemic injection. The retention of the emulsion of mucoadhesive microgels in bladders after the intravesical instillation was observed for 24 h.
- Open Access
- 1 February 2023
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 24 (3) , 2784
Targeted Therapy for Glomerulonephritis Using Arterial Delivery of Encapsulated Etanercept
Complex immunosuppressive therapy is prescribed in medical practice to patients with glomerulonephritis to help them overcome symptoms and prevent chronic renal failure. Such an approach requires long-term systemic administration of strong medications, which causes severe side effects. This work shows the efficiency of polymer capsule accumulation (2.8 ± 0.4 µm) containing labeled etanercept (100 μg per dose) in the kidneys of mice. The comparison of injection into the renal artery and tail vein shows the significant superiority of the intra-arterial administration strategy. The etanercept retention rate of 18% and 8% ID in kidneys was found 1 min and 1 h after injection, respectively. The capsules were predominantly localized in the glomeruli after injection in mice using a model of acute glomerulonephritis. Histological analysis confirmed a significant therapeutic effect only in animals with intra-arterial administration of microcapsules with etanercept. The proposed strategy combines endovascular surgery and the use of polymer microcapsules containing a high molecular weight drug that can be successfully applied to treat a wide range of kidney diseases associated with glomerular pathology.
- 1 February 2023
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 24 (3) , 2784
Open AccessTargeted Therapy for Glomerulonephritis Using Arterial Delivery of Encapsulated Etanercept
Complex immunosuppressive therapy is prescribed in medical practice to patients with glomerulonephritis to help them overcome symptoms and prevent chronic renal failure. Such an approach requires long-term systemic administration of strong medications, which causes severe side effects. This work shows the efficiency of polymer capsule accumulation (2.8 ± 0.4 µm) containing labeled etanercept (100 μg per dose) in the kidneys of mice. The comparison of injection into the renal artery and tail vein shows the significant superiority of the intra-arterial administration strategy. The etanercept retention rate of 18% and 8% ID in kidneys was found 1 min and 1 h after injection, respectively. The capsules were predominantly localized in the glomeruli after injection in mice using a model of acute glomerulonephritis. Histological analysis confirmed a significant therapeutic effect only in animals with intra-arterial administration of microcapsules with etanercept. The proposed strategy combines endovascular surgery and the use of polymer microcapsules containing a high molecular weight drug that can be successfully applied to treat a wide range of kidney diseases associated with glomerular pathology.