TR Dizin İndeksli Yayınlar Koleksiyonu / TR Dizin Indexed Publications Collection
Permanent URI for this collectionhttps://hdl.handle.net/20.500.14365/4
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Article Upregulated Acute Systemic Inflammation-Related Genes Based on Endotoxin Exposure Provide ‘Survival Benefit’ or Create ‘High Risk of Death’ in Leukaemia and Colon Cancer(Istanbul University, 2024-07-10) Duran, Gizem Ayna; Duran, Assist. Prof. Dr. Gizem Ayna; Ayna Duran, GizemObjective: Although endotoxin exposure has been shown to trigger innate immune responses and promote cancer, it has also been shown to prevent cancer formation. In our study, survival analysis was performed to determine whether the upregulated genes triggered by endotoxins have hazardous effects on cancers or provide a survival benefit. Materials and Methods: Gene intensity values of control and bacterial endotoxin-administered individuals were obtained from the Gene Expression Omnibus database. Using the R "Linear Models for Microarray Data" package, differentially expressed gene analyses were conducted to determine genes that differ between healthy and bacterial endotoxin-administered samples. "ShinyGo 0.80" web-based tool was used to determine the disease types indicated by these genes. The "Kaplan-Meier Plotter" web-based tool was used to conduct survival analysis. Results: Genes that create an innate immune response to bacterial endotoxin exposure and are upregulated differently than in individuals without exposure were identified. According to gene enrichment analyses, the two main types of cancer identified were leukaemia/lymoma and colon cancer. We detected that MLF1, STAT5B, and BCL3 genes led to poor survival; however, the ARHGAP26 gene was protective for acute myeloid leukaemia patients. In the case of colon cancer, SMAD7 and TLR2 genes were determined as leading to "high risk of death". Conclusion: Once the systemic inflammation-related genes identified in our study are confirmed through laboratory experiments in samples taken from solid tissue in the case of colon cancer and at the level of genes obtained from blood samples in leukemias, genetically targeted treatments will also be possible.Article Exploring Pi3k Pathway Inhibitors for Acute Myeloid Leukemia: a Drug-Repurposing Approach(Istanbul University Press, 2023-12-28) Ergun, Cansu; Kiremitci, Buse Zeren; Arslantas, Gizem; Bozkurt, Busenur; Duran, Gizem Ayna; Kiraz, YağmurObjective: Acute myeloid leukemia (AML) is a malignant disease characterized by the uncontrolled growth, differentiation, and proliferation of immature hematopoietic cells. Patients with AML often have poor survival rates, which are associated with specific gene mutations in FLT3, CEBPA, and NPM1. The phosphatidylinositol 3-kinase (PI3K) pathway, a lipase pathway, is activated in many malignancies, including AML. Given the low survival rates in AML, this study identified candidate drugs that could inhibit the PI3K pathway, thereby offering a potential treatment for AML, by using a drug-repurposing approach. Materials and Methods: Online bioinformatics tools were utilized to identify pathway-related genes and FDA-approved drugs. Subsequently, molecular docking was performed to determine the binding affinity values. Important genes were identified by evaluating their impact on survival and their aberrant expression in the tumor. In this study, genes such as VAV1, GSK3B, MTOR, PDPK1, PRR5, TSC2, AKT3, and CREB1 were determined and docked with their potential inhibitors. Particular attention was paid to VAV1 because there were no known potential VAV1 inhibitors used in AML. Results: The docking results were ranked, and the proposed gene–drug pairs were identified as tideglusib and fostamatinib for the inhibition of GSK3B, pimecrolimus and fostamatinib for the inhibition of MTOR, and fostamatinib for the inhibition of PDPK1. Furthermore, nebivolol, darifenacin, dihydroergotamine, libanserin and entereg were identified as potential inhibitors of VAV1 in AML. Conclusion: To sum up, most effective gene–drug pairs according to binding affinities were proposed as candidate inhibitor drugs for AML.Article In Silico Approach for Identification of PI3K/MTOR Dual Inhibitors for Multiple Myeloma Treatment(Istanbul Univ, 2023-04-14) Masalaci, Ilke; Akdogan, Yaren; Mutlu, Ozge; Eyvaz, Hande; Kiraz, YagmurObjective: Multiple myeloma is a hematologic malignancy in which targeting phosphoinositide 3 kinase (PI3K) and/or the mammalian target of rapamycin (mTOR) individually has been shown to have anti-proliferative effects, however, inhibiting both proteins simultaneously has been reported to have more effective results for its treatment. The aim of this study is to determine the molecular interactions and predicted inhibitory effects of 40 different dual inhibitors on mTOR, PI3K delta, and PI3K gamma to propose potentially the most effective dual inhibitor that targets the PI3K delta and PI3K gamma isoforms as well as the mTOR proteins since those isoforms are known to be predominant in multiple myeloma patients. Therefore, the focus in this study is built around the specific targeting of the PI3K delta and PI3K gamma isoforms from the multiple myeloma perspective. Materials and Methods: In silico docking experiments were conducted to determine the binding energies for different ligands that target mTOR, PI3K delta, and PI3K gamma. Protein-dual inhibitor complexes and the amino acids and bond types were visualized to identify molecular interactions. The absorption, distribution, metabolism, and excretion properties of dual inhibitors were analyzed and evaluated. Results: The binding affinity values were found to be between -7 and -9.9 kcal/mol. The toxicity prediction values of the selected dual inhibitors were obtained from the Pro-Tox-II web tool and classified according to the globally harmonized system of classification of labeling of chemicals. Conclusion: Correspondingly, among all dual inhibitors, Vistusertib is determined to be a promising compound against multiple myeloma cells by inhibiting both PI3K delta and PI3K gamma as well as mTORC1/2.Article Citation - WoS: 6Citation - Scopus: 5Acrylamide-Encapsulated Glucose Oxidase Inhibits Breast Cancer Cell Viability(Walter De Gruyter Gmbh, 2020-08-04) Rrustemi, Trendelina; Geyik, Oyku Gonul; Ozkaya, Ali Burak; Ozturk, Taylan Kurtulus; Yuce, Zeynep; Kilinc, AliObjectives: Cancer cells modulate metabolic pathways to ensure continuity of energy, macromolecules and redoxhomeostasis. Although these vulnerabilities are often targeted individually, targeting all with an enzyme may prove a novel approach. However, therapeutic enzymes are prone to proteolytic degradation and neutralizing antibodies leading to a reduced half-life and effectiveness. We hypothesized that glucose oxidase (GOX) enzyme that catalyzes oxidation of glucose and production of hydrogen peroxide, may hit all these targets by depleting glucose; crippling anabolic pathways and producing reactive oxygen species (ROS); unbalancing redox homeostasis. Methods: We encapsulated GOX in an acrylamide layer and then performed activity assays in denaturizing settings to determine protection provided by encapsulation. Afterwards, we tested the effects of encapsulated (enGOX) and free (fGOX) enzyme on MCF-7 breast cancer cells. Results: GOX preserved 70% of its activity following encapsulation. When fGOX and enGOX treated with guanidinium chloride, fGOX lost approximately 72% of its activity, while enGOX only lost 30%. Both forms demonstrated remarkable resilience against degradation by proteinase K and inhibited viability of MCF-7 cells in an activity-dependent manner. Conclusions: Encapsulation provided protection to GOX against denaturation without reducing its activity, which would prolong half-life of the enzyme when administered intravenously.