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1.
Int J Mol Sci ; 25(14)2024 Jul 12.
Article in English | MEDLINE | ID: mdl-39062908

ABSTRACT

Autoimmunity refers to an organism's immune response against its own healthy cells, tissues, or components, potentially leading to irreversible damage to vital organs. Central and peripheral tolerance mechanisms play crucial roles in preventing autoimmunity by eliminating self-reactive T and B cells. The disruption of immunological tolerance, characterized by the failure of these mechanisms, results in the aberrant activation of autoreactive lymphocytes that target self-tissues, culminating in the pathogenesis of autoimmune disorders. Genetic predispositions, environmental exposures, and immunoregulatory disturbances synergistically contribute to the susceptibility and initiation of autoimmune pathologies. Within the realm of immune therapies for autoimmune diseases, cytokine therapies have emerged as a specialized strategy, targeting cytokine-mediated regulatory pathways to rectify immunological imbalances. Proinflammatory cytokines are key players in inducing and propagating autoimmune inflammation, highlighting the potential of cytokine therapies in managing autoimmune conditions. This review discusses the etiology of autoimmune diseases, current therapeutic approaches, and prospects for future drug design.


Subject(s)
Autoimmune Diseases , Autoimmunity , Cytokines , Humans , Cytokines/metabolism , Autoimmune Diseases/immunology , Autoimmune Diseases/drug therapy , Autoimmune Diseases/therapy , Animals , Immune Tolerance
2.
Front Endocrinol (Lausanne) ; 14: 1084327, 2023.
Article in English | MEDLINE | ID: mdl-36950681

ABSTRACT

Coronaviruses induce severe upper respiratory tract infections, which can spread to the lungs. The nucleocapsid protein (N protein) plays an important role in genome replication, transcription, and virion assembly in SARS-CoV-2, the virus causing COVID-19, and in other coronaviruses. Glycogen synthase kinase 3 (GSK3) activation phosphorylates the viral N protein. To combat COVID-19 and future coronavirus outbreaks, interference with the dependence of N protein on GSK3 may be a viable strategy. Toward this end, this study aimed to construct robust machine learning models to identify GSK3 inhibitors from Food and Drug Administration-approved and investigational drug libraries using the quantitative structure-activity relationship approach. A non-redundant dataset consisting of 495 and 3070 compounds for GSK3α and GSK3ß, respectively, was acquired from the ChEMBL database. Twelve sets of molecular descriptors were used to define these inhibitors, and machine learning algorithms were selected using the LazyPredict package. Histogram-based gradient boosting and light gradient boosting machine algorithms were used to develop predictive models that were evaluated based on the root mean square error and R-squared value. Finally, the top two drugs (selinexor and ruboxistaurin) were selected for molecular dynamics simulation based on the highest predicted activity (negative log of the half-maximal inhibitory concentration, pIC50 value) to further investigate the structural stability of the protein-ligand complexes. This artificial intelligence-based virtual high-throughput screening approach is an effective strategy for accelerating drug discovery and finding novel pharmacological targets while reducing the cost and time.


Subject(s)
COVID-19 , United States , Humans , SARS-CoV-2 , Glycogen Synthase Kinase 3/metabolism , Artificial Intelligence , Structure-Activity Relationship , Machine Learning
3.
ACS Biomater Sci Eng ; 8(10): 4486-4496, 2022 Oct 10.
Article in English | MEDLINE | ID: mdl-36178141

ABSTRACT

Stromal cell-derived factor-1 alpha (SDF-1α, CXCL12) mediates the migration of circulating cells to desired sites for tissue development, homeostasis, and regeneration and can be used to promote cardiac regeneration by recruiting stem cells. However, the use of SDF-1α in the injured heart necessitates not only higher binding affinity to its receptor, CXCR4+, but also better robustness against enzymatic degradation than other SDF-1 isoforms. Here, we conduct a screening of SDF-1α analog peptides that were designed by structure-based drug design (SBDD), a type of computer-aided drug design (CADD). We have developed in vitro and in vivo methods that enable us to estimate the effect of peptides on the migration of human mesenchymal stem cells (hMSCs) and cardiac regeneration in acute myocardial infarction (AMI)-induced animals, respectively. We demonstrate that one type of SDF-1α analog peptide, SDP-4, among the four analog peptides preselected by SBDD, is more potent than native SDF-1α for cardiac regeneration in myocardial infarction. It is interesting to note that the migratory effects of SDP-4 determined by a wound healing assay, a Transwell assay, and a 2D migration assay are comparable to those of SDF-1α. These results suggest that in vivo, as well as in vitro, screening of peptides developed by SBDD is a quintessential process to the development of a novel therapeutic compound for cardiac regeneration. Our finding also has an implication that the SDP-4 peptide is an excellent candidate for use in the regeneration of an AMI heart.


Subject(s)
Chemokine CXCL12 , Myocardial Infarction , Animals , Cell Movement , Chemokine CXCL12/chemistry , Chemokine CXCL12/pharmacology , Chemokine CXCL12/therapeutic use , Drug Design , Humans , Myocardial Infarction/drug therapy , Myocardial Infarction/metabolism , Peptides/pharmacology , Peptides/therapeutic use , Receptors, CXCR4/metabolism , Receptors, CXCR4/therapeutic use
4.
Int J Mol Sci ; 23(18)2022 Sep 14.
Article in English | MEDLINE | ID: mdl-36142620

ABSTRACT

The innate immune system facilitates defense mechanisms against pathogen invasion and cell damage. Toll-like receptors (TLRs) assist in the activation of the innate immune system by binding to pathogenic ligands. This leads to the generation of intracellular signaling cascades including the biosynthesis of molecular mediators. TLRs on cell membranes are adept at recognizing viral components. Viruses can modulate the innate immune response with the help of proteins and RNAs that downregulate or upregulate the expression of various TLRs. In the case of COVID-19, molecular modulators such as type 1 interferons interfere with signaling pathways in the host cells, leading to an inflammatory response. Coronaviruses are responsible for an enhanced immune signature of inflammatory chemokines and cytokines. TLRs have been employed as therapeutic agents in viral infections as numerous antiviral Food and Drug Administration-approved drugs are TLR agonists. This review highlights the therapeutic approaches associated with SARS-CoV-2 and the TLRs involved in COVID-19 infection.


Subject(s)
COVID-19 Drug Treatment , Interferon Type I , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Chemokines , Cytokines/metabolism , Humans , Immunity, Innate , Ligands , SARS-CoV-2 , Toll-Like Receptors
5.
Cells ; 10(5)2021 04 29.
Article in English | MEDLINE | ID: mdl-33946869

ABSTRACT

The rapid spread of the virus, the surge in the number of deaths, and the unavailability of specific SARS-CoV-2 drugs thus far necessitate the identification of drugs with anti-COVID-19 activity. SARS-CoV-2 enters the host cell and assembles a multisubunit RNA-dependent RNA polymerase (RdRp) complex of viral nonstructural proteins that plays a substantial role in the transcription and replication of the viral genome. Therefore, RdRp is among the most suitable targets in RNA viruses. Our aim was to investigate the FDA approved antiviral drugs having potential to inhibit the viral replication. The methodology adopted was virtual screening and docking of FDA-approved antiviral drugs into the RdRp protein. Top hits were selected and subjected to molecular dynamics simulations to understand the dynamics of RdRp in complex with these drugs. The antiviral activity of the drugs against SARS-CoV-2 was assessed in Vero E6 cells. Notably, both remdesivir (half-maximal effective concentration (EC50) 6.6 µM, 50% cytotoxicity concentration (CC50) > 100 µM, selectivity index (SI) = 15) and ledipasvir (EC50 34.6 µM, CC50 > 100 µM, SI > 2.9) exerted antiviral action. This study highlights the use of direct-acting antiviral drugs, alone or in combination, for better treatments of COVID-19.


Subject(s)
Adenosine Monophosphate/analogs & derivatives , Alanine/analogs & derivatives , Antiviral Agents/pharmacology , Benzimidazoles/pharmacology , Fluorenes/pharmacology , Adenosine Monophosphate/pharmacology , Alanine/pharmacology , Animals , Chlorocebus aethiops , Molecular Docking Simulation , SARS-CoV-2/drug effects , Vero Cells , Virus Replication/drug effects
6.
Genes (Basel) ; 11(2)2020 01 27.
Article in English | MEDLINE | ID: mdl-32012695

ABSTRACT

Inflammasomes are intracellular multiprotein complexes in the cytoplasm that regulate inflammation activation in the innate immune system in response to pathogens and to host self-derived molecules. Recent advances greatly improved our understanding of the activation of nucleotide-binding oligomerization domain-like receptor (NLR) family pyrin domain containing 3 (NLRP3) inflammasomes at the molecular level. The NLRP3 belongs to the subfamily of NLRP which activates caspase 1, thus causing the production of proinflammatory cytokines (interleukin 1ß and interleukin 18) and pyroptosis. This inflammasome is involved in multiple neurodegenerative and metabolic disorders including Alzheimer's disease, multiple sclerosis, type 2 diabetes mellitus, and gout. Therefore, therapeutic targeting to the NLRP3 inflammasome complex is a promising way to treat these diseases. Recent research advances paved the way toward drug research and development using a variety of machine learning-based and artificial intelligence-based approaches. These state-of-the-art approaches will lead to the discovery of better drugs after the training of such a system.


Subject(s)
Metabolic Diseases/metabolism , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism , Neurodegenerative Diseases/metabolism , Alzheimer Disease/metabolism , Diabetes Mellitus, Type 2/metabolism , Humans , Metabolic Diseases/therapy , NLR Family, Pyrin Domain-Containing 3 Protein/physiology , Neurodegenerative Diseases/therapy
7.
Cells ; 8(11)2019 11 03.
Article in English | MEDLINE | ID: mdl-31684152

ABSTRACT

Wnt signaling is one of the important pathways to play a major role in various biological processes, such as embryonic stem-cell development, tissue regeneration, cell differentiation, and immune cell regulation. Recent studies suggest that Wnt signaling performs an essential function in immune cell modulation and counteracts various disorders. Nonetheless, the emerging role and mechanism of action of this signaling cascade in immune cell regulation, as well as its involvement in various cancers, remain debatable. The Wnt signaling in immune cells is very diverse, e.g., the tolerogenic role of dendritic cells, the development of natural killer cells, thymopoiesis of T cells, B-cell-driven initiation of T-cells, and macrophage actions in tissue repair, regeneration, and fibrosis. The purpose of this review is to highlight the current therapeutic targets in (and the prospects of) Wnt signaling, as well as the potential suitability of available modulators for the development of cancer immunotherapies. Although there are several Wnt inhibitors relevant to cancer, it would be worthwhile to extend this approach to immune cells.


Subject(s)
Immunity/physiology , Neoplasms/immunology , Wnt Signaling Pathway/immunology , Wnt Signaling Pathway/physiology , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , Cell Differentiation/physiology , Fibrosis/immunology , Humans , Neoplasms/metabolism , Stem Cells/metabolism , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Wound Healing/physiology
8.
Int J Biol Macromol ; 127: 306-310, 2019 Apr 15.
Article in English | MEDLINE | ID: mdl-30611803

ABSTRACT

Telomeres are the tandem repeats (TTAGGG) present at the ends of the chromosomes that ensure chromosome stability and protect chromosomes from degradation. Telomeres in somatic human cells shorten after every cellular division and are linked to the cellular senescence. In this study we have investigated telomere length and expression of shelterin genes in aborted fetus material from idiopathic recurrent pregnancy losses. Telomere length was measured using Telomere Restriction Fragment Length (TRF) analysis. The gene expression levels for important shelterin complex proteins (TRF1, TRF2, POT1, and TPP1) were determined by Real-time Quantitative Reverse Transcriptase PCR (qRT-PCR). Our results demonstrated down regulation of TRF2 and TPP1 and a strong decline in average telomere length in abort material from women suffering from idiopathic recurrent pregnancy loss. We suggest that shorter telomere length and downregulation of the major shelterin components TRF2 and TPP1 leading to "telomere uncapping", might play a critical role in recurrent pregnancy loss.


Subject(s)
Abortion, Habitual/metabolism , Aminopeptidases/biosynthesis , Dipeptidyl-Peptidases and Tripeptidyl-Peptidases/biosynthesis , Down-Regulation , Fetus/metabolism , Gene Expression Regulation, Developmental , Telomere Homeostasis , Telomere-Binding Proteins/biosynthesis , Telomeric Repeat Binding Protein 2/biosynthesis , Abortion, Habitual/pathology , Adult , Female , Fetus/pathology , Humans , Pregnancy , Shelterin Complex
9.
Gene ; 571(1): 145-8, 2015 Oct 15.
Article in English | MEDLINE | ID: mdl-26183225

ABSTRACT

The health care system is negatively affected by the genetic disorders that lead to an increasing rate of morbidity and neonatal deaths and affect adults as well. These create a substantial government's psychosocial and economic burden on clinicians, patients and their families with the advancement in the field of genetics. There has been a tremendous increase in the rate in which diseases associated with variant DNA sequences are being sought and identified. The goal behind the creation of Near East University Genetic Mutation Database (NEU-GD) is to map and apprehend the patterns of common genetic diversity in the human genetic makeup in order to accelerate the search for the genetic causes of human disease. NEU-GD will allow scientists to generate extraordinarily useful information such as allelic variations among population, and description of the genetic blueprint of mutations occurring in human beings. In this communication we report the construction of the first genetic mutation database for the people belonging to different ethnic groups living in North Cyprus (http://genetics-db.neu.edu.tr/). Therefore NEU-GD can serve as an important tool available online for molecular genetic testing of inherited disorder and persuade for further investigation of novel genetic disorders in North Cyprus population.


Subject(s)
Databases, Genetic , Genetic Diseases, Inborn/genetics , Genetic Predisposition to Disease/genetics , Mutation , Cyprus/epidemiology , Ethnicity/genetics , Gene Frequency , Genetic Diseases, Inborn/epidemiology , Genetics, Population/methods , Genetics, Population/statistics & numerical data , Humans , Internet , Polymorphism, Single Nucleotide , Prevalence , Universities
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