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1.
Molecules ; 29(3)2024 Feb 03.
Article in English | MEDLINE | ID: mdl-38338454

ABSTRACT

In the presented study, a variety of hybrid and single nanomaterials of various origins were tested as novel platforms for horseradish peroxidase immobilization. A thorough characterization was performed to establish the suitability of the support materials for immobilization, as well as the activity and stability retention of the biocatalysts, which were analyzed and discussed. The physicochemical characterization of the obtained systems proved successful enzyme deposition on all the presented materials. The immobilization of horseradish peroxidase on all the tested supports occurred with an efficiency above 70%. However, for multi-walled carbon nanotubes and hybrids made of chitosan, magnetic nanoparticles, and selenium ions, it reached up to 90%. For these materials, the immobilization yield exceeded 80%, resulting in high amounts of immobilized enzymes. The produced system showed the same optimal pH and temperature conditions as free enzymes; however, over a wider range of conditions, the immobilized enzymes showed activity of over 50%. Finally, a reusability study and storage stability tests showed that horseradish peroxidase immobilized on a hybrid made of chitosan, magnetic nanoparticles, and selenium ions retained around 80% of its initial activity after 10 repeated catalytic cycles and after 20 days of storage. Of all the tested materials, the most favorable for immobilization was the above-mentioned chitosan-based hybrid material. The selenium additive present in the discussed material gives it supplementary properties that increase the immobilization yield of the enzyme and improve enzyme stability. The obtained results confirm the applicability of these nanomaterials as useful platforms for enzyme immobilization in the contemplation of the structural stability of an enzyme and the high catalytic activity of fabricated biocatalysts.


Subject(s)
Chitosan , Nanotubes, Carbon , Selenium , Enzymes, Immobilized/chemistry , Horseradish Peroxidase/chemistry , Chitosan/chemistry , Enzyme Stability , Ions , Hydrogen-Ion Concentration
2.
Metabolites ; 13(12)2023 Dec 08.
Article in English | MEDLINE | ID: mdl-38132873

ABSTRACT

Chronic superphysiological glucose concentration is a hallmark of diabetes mellitus (DM) and a cause of damage to many types of cells. Atherosclerosis coexists with glucose metabolism disturbances, constituting a significant problem and exacerbating its complications. Atherosclerosis in DM is accelerated, so it is vital to slow its progression. However, from the complex network of interdependencies, molecules, and processes involved, choosing which ones should be inhibited without blocking the pathways crucial for the organism's functioning is challenging. To conduct this type of analysis, in silicotesting comes in handy. In our study, to identify sites in the network that need to be blocked to have an inhibitory effect on atherosclerosis in hyperglycemia, which is toxic for the human organism, we created a model using Petri net theory and performed analyses. We have found that blocking isoforms of protein kinase C (PKC)-PKCß and PKCγ-in diabetic patients can contribute to the inhibition of atherosclerosis progression. In addition, we have discovered that aldose reductase inhibition can slow down atherosclerosis progression, and this has been shown to reduce PKC (ß and γ) expression in DM. It has also been observed that diminishing oxidative stress through the inhibitory effect on the AGE-RAGE axis may be a promising therapeutic approach in treating hyperglycemia-induced atherosclerosis. Moreover, the blockade of NADPH oxidase, the key enzyme responsible for the formation of reactive oxygen species (ROS) in blood vessels, only moderately slowed down atherosclerosis development. However, unlike aldose reductase blockade, or direct PKC (ß and γ), the increased production of mitochondrial ROS associated with mitochondrial dysfunction effectively stopped after NADPH oxidase blockade. The results obtained may constitute the basis for further in-depth research.

3.
Bioresour Technol ; 381: 129144, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37172744

ABSTRACT

This study reports a biocatalytic system of immobilized laccase and 3D printed open-structure biopolymer scaffoldings. The scaffoldings were computer-designed and 3D printed using polylactide (PLA) filament. The immobilization of laccase onto the 3D printed PLA scaffolds were optimized with regard to pH, enzyme concentration, and immobilization time. Laccase immobilization resulted in a small reduction in reactivity (in terms of Michaelis constant and maximum reaction rate) but led to significant improvement in chemical and thermal stability. After 20 days of storage, the immobilized and free laccase showed 80% and 35% retention of the initial enzymatic activity, respectively. The immobilized laccase on 3D printed PLA scaffolds achieved 10% improvement in the removal of estrogens from real wastewater as compared to free laccase and showed the significant reusability potential. Results here are promising but also highlight the need for further study to improve enzymatic activity and reusability.


Subject(s)
Enzymes, Immobilized , Wastewater , Enzyme Stability , Enzymes, Immobilized/metabolism , Laccase/metabolism , Polyesters , Printing, Three-Dimensional , Hydrogen-Ion Concentration
4.
Adv Colloid Interface Sci ; 315: 102889, 2023 May.
Article in English | MEDLINE | ID: mdl-37030261

ABSTRACT

The synergistic combination of current biotechnological and nanotechnological research has turned to multienzyme co-immobilization as a promising concept to design biocatalysis engineering. It has also intensified the development and deployment of multipurpose biocatalysts, for instance, multienzyme co-immobilized constructs, via biocatalysis/protein engineering to scale-up and fulfil the ever-increasing industrial demands. Considering the characteristic features of both the loaded multienzymes and nanostructure carriers, i.e., selectivity, specificity, stability, resistivity, induce activity, reaction efficacy, multi-usability, high catalytic turnover, optimal yield, ease in recovery, and cost-effectiveness, multienzyme-based green biocatalysts have become a powerful norm in biocatalysis/protein engineering sectors. In this context, the current state-of-the-art in enzyme engineering with a synergistic combination of nanotechnology, at large, and nanomaterials, in particular, are significantly contributing and providing robust tools to engineer and/or tailor enzymes to fulfil the growing catalytic and contemporary industrial needs. Considering the above critics and unique structural, physicochemical, and functional attributes, herein, we spotlight important aspects spanning across prospective nano-carriers for multienzyme co-immobilization. Further, this work comprehensively discuss the current advances in deploying multienzyme-based cascade reactions in numerous sectors, including environmental remediation and protection, drug delivery systems (DDS), biofuel cells development and energy production, bio-electroanalytical devices (biosensors), therapeutical, nutraceutical, cosmeceutical, and pharmaceutical oriented applications. In conclusion, the continuous developments in nano-assembling the multienzyme loaded co-immobilized nanostructure carriers would be a unique way that could act as a core of modern biotechnological research.


Subject(s)
Enzymes, Immobilized , Nanostructures , Enzymes, Immobilized/chemistry , Prospective Studies , Biotechnology , Nanostructures/chemistry , Protein Engineering
5.
J Appl Genet ; 64(1): 105-124, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36394782

ABSTRACT

MiR-1246 has recently gained much attention and many studies have shown its oncogenic role in colorectal, breast, lung, and ovarian cancers. However, miR-1246 processing, stability, and mechanisms directing miR-1246 into neighbor cells remain still unclear. In this study, we aimed to determine the role of single-nucleotide substitutions within short exosome sorting motifs - so-called EXO-motifs: GGAG and GCAG present in miR-1246 sequence on its intracellular stability and extracellular transfer. We applied in silico methods such as 2D and 3D structure analysis and modeling of protein interactions. We also performed in vitro validation through the transfection of fluorescently labeled miRNA to MDA-MB-231 cells, which we analyzed by flow cytometry and fluorescent microscopy. Our results suggest that nucleotides alterations that disturbed miR-1246 EXO-motifs were able to modulate miRNA-1246 stability and its transfer level to the neighboring cells, suggesting that the molecular mechanism of RNA stability and intercellular transfer can be closely related.


Subject(s)
Breast Neoplasms , MicroRNAs , Humans , Female , Breast Neoplasms/genetics , MicroRNAs/genetics
6.
Int J Mol Sci ; 23(17)2022 Aug 25.
Article in English | MEDLINE | ID: mdl-36077037

ABSTRACT

RNA is a unique biomolecule that is involved in a variety of fundamental biological functions, all of which depend solely on its structure and dynamics. Since the experimental determination of crystal RNA structures is laborious, computational 3D structure prediction methods are experiencing an ongoing and thriving development. Such methods can lead to many models; thus, it is necessary to build comparisons and extract common structural motifs for further medical or biological studies. Here, we introduce a computational pipeline dedicated to reference-free high-throughput comparative analysis of 3D RNA structures. We show its application in the RNA-Puzzles challenge, in which five participating groups attempted to predict the three-dimensional structures of 5'- and 3'-untranslated regions (UTRs) of the SARS-CoV-2 genome. We report the results of this puzzle and discuss the structural motifs obtained from the analysis. All simulated models and tools incorporated into the pipeline are open to scientific and academic use.


Subject(s)
COVID-19 , RNA , 3' Untranslated Regions , Humans , Nucleic Acid Conformation , RNA/chemistry , SARS-CoV-2
7.
Bioinformatics ; 38(Suppl 1): i19-i27, 2022 06 24.
Article in English | MEDLINE | ID: mdl-35758800

ABSTRACT

MOTIVATION: Wikipedia is one of the most important channels for the public communication of science and is frequently accessed as an educational resource in computational biology. Joint efforts between the International Society for Computational Biology (ISCB) and the Computational Biology taskforce of WikiProject Molecular Biology (a group of expert Wikipedia editors) have considerably improved computational biology representation on Wikipedia in recent years. However, there is still an urgent need for further improvement in quality, especially when compared to related scientific fields such as genetics and medicine. Facilitating involvement of members from ISCB Communities of Special Interest (COSIs) would improve a vital open education resource in computational biology, additionally allowing COSIs to provide a quality educational resource highly specific to their subfield. RESULTS: We generate a list of around 1500 English Wikipedia articles relating to computational biology and describe the development of a binary COSI-Article matrix, linking COSIs to relevant articles and thereby defining domain-specific open educational resources. Our analysis of the COSI-Article matrix data provides a quantitative assessment of computational biology representation on Wikipedia against other fields and at a COSI-specific level. Furthermore, we conducted similarity analysis and subsequent clustering of COSI-Article data to provide insight into potential relationships between COSIs. Finally, based on our analysis, we suggest courses of action to improve the quality of computational biology representation on Wikipedia.


Subject(s)
Computational Biology , Cluster Analysis
8.
Entropy (Basel) ; 24(4)2022 Apr 11.
Article in English | MEDLINE | ID: mdl-35455198

ABSTRACT

The origin of life remains one of the major scientific questions in modern biology. Among many hypotheses aiming to explain how life on Earth started, RNA world is probably the most extensively studied. It assumes that, in the very beginning, RNA molecules served as both enzymes and as genetic information carriers. However, even if this is true, there are many questions that still need to be answered-for example, whether the population of such molecules could achieve stability and retain genetic information for many generations, which is necessary in order for evolution to start. In this paper, we try to answer this question based on the parasite-replicase model (RP model), which divides RNA molecules into enzymes (RNA replicases) capable of catalyzing replication and parasites that do not possess replicase activity but can be replicated by RNA replicases. We describe the aforementioned system using partial differential equations and, based on the analysis of the simulation, surmise general rules governing its evolution. We also compare this approach with one where the RP system is modeled and implemented using a multi-agent modeling technique. We show that approaching the description and analysis of the RP system from different perspectives (microscopic represented by MAS and macroscopic depicted by PDE) provides consistent results. Therefore, applying MAS does not lead to erroneous results and allows us to study more complex situations where many cases are concerned, which would not be possible through the PDE model.

9.
Biology (Basel) ; 11(3)2022 Mar 11.
Article in English | MEDLINE | ID: mdl-35336806

ABSTRACT

Cholesterol is an essential component of mammalian cells and is involved in many fundamental physiological processes; hence, its homeostasis in the body is tightly controlled, and any disturbance has serious consequences. Disruption of the cellular metabolism of cholesterol, accompanied by inflammation and oxidative stress, promotes the formation of atherosclerotic plaques and, consequently, is one of the leading causes of death in the Western world. Therefore, new drugs to regulate disturbed cholesterol metabolism are used and developed, which help to control cholesterol homeostasis but still do not entirely cure atherosclerosis. In this study, a Petri net-based model of human cholesterol metabolism affected by a local inflammation and oxidative stress, has been created and analyzed. The use of knockout of selected pathways allowed us to observe and study the effect of various combinations of commonly used drugs on atherosclerosis. The analysis results led to the conclusion that combination therapy, targeting multiple pathways, may be a fundamental concept in the development of more effective strategies for the treatment and prevention of atherosclerosis.

10.
Int J Mol Med ; 49(5)2022 May.
Article in English | MEDLINE | ID: mdl-35266008

ABSTRACT

Clear cell renal cell carcinoma (ccRCC) is the most common and aggressive subtype of kidney cancer, with high mortality rates worldwide. The sonic hedgehog (SHH) molecular cascade is altered in various malignancies in tumorigenesis, and several SHH pathway inhibitors have been considered as potential anticancer drugs. The aim of the present study was to determine the expression profile of SHH signaling components and their target genes in ccRCC. Additionally, the present study examined the effects of SHH pathway inhibitory drugs (RU­SKI43, cyclopamine and GLI­antagonist 61) on cell viability, cell cycle progression, expression levels of SHH target genes and migration ability in 786­O, ACHN and HK2 cells. The study also included paired tumor and normal samples from 62 patients with ccRCC. The mRNA levels in clinical samples and cell lines were measured via reverse transcription­quantitative PCR. Cell viability was examined using a sulforhodamine B assay. Flow cytometry was used to investigate cell cycle progression and the migratory rate of cells was assessed using a wound healing assay. High mRNA levels of SHH, smoothened (SMO), glioma­associated zinc finger protein (GLI)1­3, BCL2 apoptosis regulator (BCL2), MYC proto­oncogene (MYC), vascular endothelial growth factor A (VEGFA) and cyclin D1 (CCND1) were observed in the tumor tissues, especially in early ccRCC, according to the TNM stage or World Health Organization/International Society of Urological Pathology (ISUP) grade. High expression levels of VEGFA, as well as low CCND1 mRNA expression, were associated with short overall survival, and increased VEGFA expression was an independent prognostic factor of a poor outcome in patients with advanced ISUP grade (Cox hazard ratio test). Cyclopamine treatment was found to arrest 786­O cells in the G2/M phase and decreased the expression levels of GLI1, BCL2, VEGFA and CCND1. RU­SKI43 inhibited cell migration and decreased the expression levels of BCL2, MYC and CCND1 in ACHN cells. Overall, the results of the present study suggested that SHH signaling may be involved in the early development of ccRCC, and the expression levels of CCND1 and VEGFA may serve as prognostic factors of this disease. Cyclopamine and RU­SKI43 appear to be potential anti­renal cell carcinoma drugs; however, this hypothesis requires verification by further in vivo studies.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Carcinoma, Renal Cell/genetics , Hedgehog Proteins/genetics , Hedgehog Proteins/metabolism , Humans , Kidney Neoplasms/genetics , Vascular Endothelial Growth Factor A , Veratrum Alkaloids/pharmacology , Zinc Finger Protein GLI1/genetics
11.
Int J Mol Sci ; 23(1)2021 Dec 27.
Article in English | MEDLINE | ID: mdl-35008696

ABSTRACT

Enzymatic conversion of pharmaceutically active ingredients (API), using immobilized enzymes should be considered as a promising industrial tool due to improved reusability and stability of the biocatalysts at harsh process conditions. Therefore, in this study horseradish peroxidase was immobilized into sodium alginate capsules and then trapped into poly(vinyl chloride) electrospun fibers to provide additional enzyme stabilization and protection against the negative effect of harsh process conditions. Due to encapsulation immobilization, 100% of immobilization yield was achieved leading to loading of 25 µg of enzyme in 1 mg of the support. Immobilized in such a way, enzyme showed over 80% activity retention. Further, only slight changes in kinetic parameters of free (Km = 1.54 mM) and immobilized horseradish peroxidase (Km = 1.83 mM) were noticed, indicating retention of high catalytic properties and high substrate affinity by encapsulated biocatalyst. Encapsulated horseradish peroxidase was tested in biodegradation of two frequently occurring in wastewater API, sulfamethoxazole (antibiotic) and carbamazepine (anticonvulsant). Over 80% of both pharmaceutics was removed by immobilized enzyme after 24 h of the process from the solution at a concentration of 1 mg/L, under optimal conditions, which were found to be pH 7, temperature 25 °C and 2 mM of H2O2. However, even from 10 mg/L solutions, it was possible to remove over 40% of both pharmaceuticals. Finally, the reusability and storage stability study of immobilized horseradish peroxidase showed retention of over 60% of initial activity after 20 days of storage at 4 °C and after 10 repeated catalytic cycles, indicating great practical application potential. By contrast, the free enzyme showed less than 20% of its initial activity after 20 days of storage and exhibited no recycling potential.


Subject(s)
Carbamazepine/isolation & purification , Horseradish Peroxidase/metabolism , Polyvinyl Chloride/chemistry , Sulfamethoxazole/isolation & purification , Water Pollutants, Chemical/isolation & purification , Biocatalysis , Biodegradation, Environmental , Carbamazepine/chemistry , Enzyme Activation , Enzyme Stability , Enzymes, Immobilized/metabolism , Kinetics , Sulfamethoxazole/chemistry
12.
Int J Mol Sci ; 21(22)2020 Nov 13.
Article in English | MEDLINE | ID: mdl-33202974

ABSTRACT

Interleukin 18 (IL-18) is a proinflammatory and proatherogenic cytokine with pleiotropic properties, which is involved in T and NK cell maturation and the synthesis of other inflammatory cytokines and cell adhesion molecules. It plays a significant role in orchestrating the cytokine cascade, accelerates atherosclerosis and influences plaque vulnerability. To investigate the influence of IL-18 cytokine on atherosclerosis development, a stochastic Petri net model was built and then analyzed. First, MCT-sets and t-clusters were generated, then knockout and simulation-based analysis was conducted. The application of systems approach that was used in this research enabled an in-depth analysis of the studied phenomenon. Our results gave us better insight into the studied phenomenon and allow revealing that activation of macrophages by the classical pathway and IL-18-MyD88 signaling axis is crucial for the modeled process.


Subject(s)
Atherosclerosis/metabolism , Computer Simulation , Interleukin-18/metabolism , Models, Cardiovascular , Signal Transduction , Software , Atherosclerosis/pathology , Humans , Myeloid Differentiation Factor 88/metabolism
13.
PLoS One ; 15(8): e0238253, 2020.
Article in English | MEDLINE | ID: mdl-32857812

ABSTRACT

The origins of life on Earth have been the subject of inquiry since the early days of philosophical thought and are still intensively investigated by the researchers around the world. One of the theories explaining the life emergence, that gained the most attention recently is the RNA World hypothesis, which assumes that life on Earth was sparked by replicating RNA chains. Since wet lab analysis is time-consuming, many mathematical and computational approaches have been proposed that try to explain the origins of life. Recently proposed one, based on the work by Takeuchi and Hogeweg, addresses the problem of interplay between RNA replicases and RNA parasitic species, which is crucial for understanding the first steps of prebiotic evolution. In this paper, the aforementioned model has been extended and modified by introducing RNA sequence (structure) information and mutation rate close to real one. It allowed to observe the simple evolution mechanisms, which could have led to the more complicated systems and eventually, to the formation of the first cells. The main goal of this study was to determine the conditions that allowed the spontaneous emergence and evolution of the prebiotic replicases equipped with simple functional domains within a large population. Here we show that polymerase ribozymes could have appeared randomly and then quickly started to copy themselves in order for the system to reach equilibrium. It has been shown that evolutionary selection works even in the simplest systems.


Subject(s)
Base Sequence , Computer Simulation , Models, Theoretical , Nucleic Acid Conformation , Origin of Life , RNA , Algorithms , Diffusion , Hydrolysis , Mutation , RNA/chemistry , RNA-Dependent RNA Polymerase/chemistry , RNA-Dependent RNA Polymerase/genetics
14.
Int J Mol Sci ; 21(9)2020 May 09.
Article in English | MEDLINE | ID: mdl-32397357

ABSTRACT

Recent studies have shown that the innate and adaptive immune system, together with low-grade inflammation, may play an important role in essential hypertension. In this work, to verify the importance of selected factors for the development of essential hypertension, we created a Petri net-based model and analyzed it. The analysis was based mainly on t-invariants, knockouts of selected fragments of the net and its simulations. The blockade of the renin-angiotensin (RAA) system revealed that the most significant effect on the emergence of essential hypertension has RAA activation. This blockade affects: (1) the formation of angiotensin II, (2) inflammatory process (by influencing C-reactive protein (CRP)), (3) the initiation of blood coagulation, (4) bradykinin generation via the kallikrein-kinin system, (5) activation of lymphocytes in hypertension, (6) the participation of TNF alpha in the activation of the acute phase response, and (7) activation of NADPH oxidase-a key enzyme of oxidative stress. On the other hand, we found that the blockade of the activation of the RAA system may not eliminate hypertension that can occur due to disturbances associated with the osmotically independent binding of Na in the interstitium. Moreover, we revealed that inflammation alone is not enough to trigger primary hypertension, but it can coexist with it. We believe that our research may contribute to a better understanding of the pathology of hypertension. It can help identify potential subprocesses, which blocking will allow better control of essential hypertension.


Subject(s)
Essential Hypertension/physiopathology , Inflammation/physiopathology , Models, Biological , Angiotensin II/physiology , Autoantigens/immunology , Blood Coagulation , Bradykinin/biosynthesis , C-Reactive Protein/physiology , Endothelium, Vascular/immunology , Essential Hypertension/etiology , Essential Hypertension/immunology , Humans , Inflammation/immunology , Kallikrein-Kinin System/physiology , Lymphocyte Activation , NADPH Oxidases/physiology , Natriuresis/physiology , Nitric Oxide/physiology , Nitric Oxide Synthase Type III/physiology , Renin-Angiotensin System/drug effects , Renin-Angiotensin System/physiology , Skin/physiopathology , Sodium/metabolism , Sodium Chloride, Dietary/pharmacokinetics , Tumor Necrosis Factor-alpha/physiology
15.
Int J Oncol ; 55(2): 371-390, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31268155

ABSTRACT

Clear cell renal cell carcinoma (ccRCC) is the most common subtype of renal cell cancer, characterized by the highest mortality rate among other RCC subtypes due to the occurrence of metastasis and drug resistance following surgery. The Von Hippel­Lindau tumor suppressor (VHL)­hypoxia­inducible factor 1 subunit α (HIF1A)/hypoxia­inducible factor 2α (HIF2A)­vascular endothelial growth factor A (VEGFA) protein axis is involved in the development and progression of ccRCC, whereas sunitinib, a tyrosine kinase inhibitor, blocks the binding of VEGFA to its receptor. The aim of the present study was to examine the possible association of the gene expression of VHL, HIF1A, HIF2A, VEGFA and tumor protein P53 (P53) in cancer tissue with the outcome of ccRCC patients who were treated with sunitinib as first­line therapy following nephrectomy. A total of 36 ccRCC patients were enrolled, 11 of whom were administered sunitinib post­operatively. Tumor and control samples were collected, and mRNA and protein levels were assessed by reverse transcription­quantitative polymerase chain reaction and western blot analysis, respectively. High mRNA and protein expression levels of HIF2A and VEGFA were found to be associated with shorter overall survival (OS) and progression­free survival (PFS) rates, as well as with unfavorable risk factors of cancer recurrence and mortality. Resistance to sunitinib was also observed; the OS and PFS rates were shorter (median OS and PFS: 12 and 6 months, respectively, vs. undetermined). Sunitinib resistance was associated with high HIF2A and VEGFA protein levels (b=0.57 and b=0.69 for OS and PFS, respectively; P<0.001). Taken together, the findings of this study suggest that the protein levels of HIF2A and VEGFA in tumor tissue may serve as independent prognostic factors in ccRCC. ccRCC patients with increased intratumoral HIF2A and VEGFA protein levels, and unaltered VHL protein levels, are not likely to benefit from sunitinib treatment following nephrectomy; however, this hypothesis requires verification by large­scale replication studies.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/metabolism , Carcinoma, Renal Cell/pathology , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Sunitinib/therapeutic use , Tumor Suppressor Protein p53/metabolism , Vascular Endothelial Growth Factor A/metabolism , Von Hippel-Lindau Tumor Suppressor Protein/metabolism , Adult , Aged , Aged, 80 and over , Basic Helix-Loop-Helix Transcription Factors/genetics , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/metabolism , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Kidney Neoplasms/drug therapy , Kidney Neoplasms/metabolism , Kidney Neoplasms/pathology , Male , Middle Aged , Prognosis , Protein Kinase Inhibitors/therapeutic use , Survival Rate , Tumor Suppressor Protein p53/genetics , Vascular Endothelial Growth Factor A/genetics , Von Hippel-Lindau Tumor Suppressor Protein/genetics
16.
Int J Oncol ; 54(4): 1481-1495, 2019 04.
Article in English | MEDLINE | ID: mdl-30968156

ABSTRACT

Melanoma represents a significant challenge in cancer treatment due to the high drug resistance of melanomas and the patient mortality rate. This study presents data indicating that nanomolar concentrations of the hormonally active form of vitamin D, 1α,25­dihydroxyvitamin D3 [1α,25(OH)2D3], its non­calcemic analogues 20S­hydroxyvitamin D3 and 21­hydroxypregnacalciferol, as well as the low­calcemic synthetic analog calcipotriol, modulate the efficacy of the anticancer drugs cisplatin and dacarbazine. It was observed that vitamin D analogs sensitized melanoma A375 cells to hydrogen peroxide used as an inducer of oxidative stress. On the other hand, only 1α,25(OH)2D3 resulted in a minor, but significant effect on the proliferation of melanoma cells treated simultaneously with dacarbazine, but not cisplatin. Notably, cisplatin (300 µM) exhibited a higher overall antiproliferative activity than dacarbazine. Cisplatin treatment of melanoma cells resulted in an induction of apoptosis as demonstrated by flow cytometry (accumulation of cells at the subG1 phase of the cell cycle), whereas dacarbazine caused G1/G0 cell cycle arrest, with the effects being improved by pre­treatment with vitamin D analogs. Treatment with cisplatin resulted in an initial increase in the level of reactive oxygen species (ROS). Dacarbazine caused transient stimulation of ROS levels and the mitochondrial membrane potential (Δψm) (after 1 or 3 h of treatment, respectively), but the effect was not detectable following prolonged (24 h) incubation with the drug. Vitamin D exhibited modulatory effects on the cells treated with dacarbazine, decreasing the half maximal inhibitory concentration (IC50) for the drug, stimulating G1/G0 arrest and causing a marked decrease in Δψm. Finally, cisplatin, dacarbazine and 1α,25(OH)2D3 displayed modulatory effects on the expression of ROS and vitamin D­associated genes in the melanoma A375 cells. In conclusion, nanomolar concentrations of 1,25(OH)2D3 only had minor effects on the proliferation of melanoma cells treated with dacarbazine, decreasing the relative IC50 value. However, co­treatment with vitamin D analogs resulted in the modulation of cell cycle and ROS responses, and affected gene expression, suggesting possible crosstalk between the signaling pathways of vitamin D and the anticancer drugs used in this study.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Drug Resistance, Neoplasm/drug effects , Melanoma/drug therapy , Skin Neoplasms/drug therapy , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Apoptosis/drug effects , Cell Line, Tumor , Cisplatin/pharmacology , Cisplatin/therapeutic use , Dacarbazine/pharmacology , Dacarbazine/therapeutic use , Drug Synergism , G1 Phase Cell Cycle Checkpoints/drug effects , Humans , Inhibitory Concentration 50 , Melanoma/pathology , Reactive Oxygen Species/metabolism , Skin Neoplasms/pathology , Vitamin D/analogs & derivatives , Vitamin D/pharmacology , Vitamin D/therapeutic use
17.
Bioinformatics ; 35(1): 152-155, 2019 01 01.
Article in English | MEDLINE | ID: mdl-29985979

ABSTRACT

Motivation: In the study of 3D RNA structure, information about non-canonical interactions between nucleobases is increasingly important. Specialized databases support investigation of this issue based on experimental data, and several programs can annotate non-canonical base pairs in the RNA 3D structure. However, predicting the extended RNA secondary structure which describes both canonical and non-canonical interactions remains difficult. Results: Here, we present RNAvista that allows predicting an extended RNA secondary structure from sequence or from the list enumerating canonical base pairs only. RNAvista is implemented as a publicly available webserver with user-friendly interface. It runs on all major web browsers. Availability and implementation: http://rnavista.cs.put.poznan.pl.


Subject(s)
Base Pairing , Nucleic Acid Conformation , RNA/chemistry , Software , Computational Biology
18.
Biosystems ; 165: 71-87, 2018 Mar.
Article in English | MEDLINE | ID: mdl-29317313

ABSTRACT

The superoxide-driven Fenton reaction plays an important role in the transformation of poorly reactive radicals into highly reactive ones. These highly reactive species (ROS), especially hydroxyl radicals can lead to many disturbances contributing to the endothelial dysfunction being a starting point for atherosclerosis. Although, iron has been identified as a possible culprit influencing formation of ROS, its significance in this process is still debatable. To better understand this phenomenon, the influence of blockade of Fenton reaction in a proposed Petri net-based model of the selected aspects of the iron ROS-induced toxicity in atherosclerosis has been evaluated. As a result of the blockade of iron ions formation in the model, even up to 70% of the paths leading to the progression of atherosclerosis in this model has been blocked. In addition, after adding to the model, the blockade of the lipids peroxidation paths, progression of atherosclerotic plaque has been not observed. This allowed to conclude that the superoxide-driven Fenton reaction plays a significant role in the atherosclerosis.


Subject(s)
Atherosclerosis/etiology , Computational Biology/methods , Computer Simulation , Hydrogen Peroxide/adverse effects , Iron/adverse effects , Models, Biological , Oxidative Stress/drug effects , Humans , Oxidation-Reduction , Reactive Oxygen Species , Software
19.
Bioinformatics ; 33(23): 3822-3823, 2017 Dec 01.
Article in English | MEDLINE | ID: mdl-28961696

ABSTRACT

SUMMARY: Model development and its analysis is a fundamental step in systems biology. The theory of Petri nets offers a tool for such a task. Since the rapid development of computer science, a variety of tools for Petri nets emerged, offering various analytical algorithms. From this follows a problem of using different programs to analyse a single model. Many file formats and different representations of results make the analysis much harder. Especially for larger nets the ability to visualize the results in a proper form provides a huge help in the understanding of their significance. We present a new tool for Petri nets development and analysis called Holmes. Our program contains algorithms for model analysis based on different types of Petri nets, e.g. invariant generator, Maximum Common Transitions (MCT) sets and cluster modules, simulation algorithms or knockout analysis tools. A very important feature is the ability to visualize the results of almost all analytical modules. The integration of such modules into one graphical environment allows a researcher to fully devote his or her time to the model building and analysis. AVAILABILITY AND IMPLEMENTATION: Available at http://www.cs.put.poznan.pl/mradom/Holmes/holmes.html. CONTACT: piotr@cs.put.poznan.pl.


Subject(s)
Computational Biology/methods , Computer Simulation , Models, Biological , Software , Systems Biology , Algorithms
20.
Oncol Rep ; 38(1): 427-439, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28504812

ABSTRACT

Clear cell renal cell carcinoma (ccRCC) is the most common subtype of RCC (70-80%). Yes-associated protein 1 (YAP1) protein is a nuclear effector of the Hippo pathway and acts as a transcriptional co-activator of genes involved in the processes of growth and development of tissues. Hippo signaling, with its key kinases, MST2 and large tumor suppressor kinase 1 (LATS1), plays a significant role in the negative regulation of the amount and activity of YAP1 protein. Components of the Hippo pathway and YAP1 levels are frequently dysregulated in a variety of tumors, suggestive of their possible involvement in carcinogenesis. Our aim was to evaluate gene and protein expression profiles of YAP1, MST2 and LATS1 and the methylation status of MST2 and LATS1 promoters in ccRCC. mRNA levels of MST2, LATS1 and YAP1 genes were assessed in the tumor and matched normal kidney tissues of 86 patients, and in 12 samples of local metastases by quantitative PCR (qPCR). Proteins were semi-quantified in 58 patient samples by western blotting. Hypermethylation of LATS1 and MST2 promoters was measured by methylation­specific high­resolution-melting qPCR. We found that LATS1 promoter hypermethylation, decreased LATS1 mRNA/protein and increased YAP1 mRNA/protein levels in tumor samples were associated with higher TNM and Fuhrman's stages and patient survival. Higher YAP1 mRNA levels were associated with poor outcome (HR=4.03, p=0.036). No changes in MST2 (promoter/mRNA/protein) were found. We propose that deregulation of LATS1 and YAP1 expression is associated with ccRCC progression and poor patient survival. Measurement of YAP1 mRNA levels in paired tumor-normal kidney tissue samples may serve as a new prognostic factor in ccRCC.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Carcinoma, Renal Cell/pathology , Kidney Neoplasms/pathology , Phosphoproteins/metabolism , Protein Serine-Threonine Kinases/metabolism , Adaptor Proteins, Signal Transducing/genetics , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/metabolism , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/surgery , DNA Methylation/genetics , Disease Progression , Female , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , Kidney Neoplasms/mortality , Kidney Neoplasms/surgery , Male , Middle Aged , Neoplasm Staging , Nephrectomy , Oncogenes , Phosphoproteins/genetics , Prognosis , Promoter Regions, Genetic/genetics , RNA, Messenger/metabolism , Serine-Threonine Kinase 3 , Signal Transduction/genetics , Transcription Factors , YAP-Signaling Proteins
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