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1.
Genes (Basel) ; 15(4)2024 04 22.
Article in English | MEDLINE | ID: mdl-38674455

ABSTRACT

The nomenclature of star alleles has been widely used in pharmacogenomics to enhance treatment outcomes, predict drug response variability, and reduce adverse reactions. However, the discovery of numerous rare functional variants through genome sequencing introduces complexities into the star-allele system. This study aimed to assess the nature and impact of the rapid discovery of numerous rare functional variants in the traditional haplotype-based star-allele system. We developed a new method to construct haplogroups, representing a common ancestry structure, by iteratively excluding rare and functional variants of the 25 representative pharmacogenes using the 2504 genomes from the 1000 Genomes Project. In total, 192 haplogroups and 288 star alleles were identified, with an average of 7.68 ± 4.2 cross-ethnic haplogroups per gene. Most of the haplogroups (70.8%, 136/192) were highly aligned with their corresponding classical star alleles (VI = 1.86 ± 0.78), exhibiting higher genetic diversity than the star alleles. Approximately 41.3% (N = 119) of the star alleles in the 2504 genomes did not belong to any of the haplogroups, and most of them (91.3%, 105/116) were determined by a single variant according to the allele-definition table provided by CPIC. These functional single variants had low allele frequency (MAF < 1%), high evolutionary conservation, and variant deleteriousness, which suggests significant negative selection. It is suggested that the traditional haplotype-based naming system for pharmacogenetic star alleles now needs to be adjusted by balancing both traditional haplotyping and newly emerging variant-sequencing approaches to reduce naming complexity.


Subject(s)
Alleles , Haplotypes , Terminology as Topic , Humans , Pharmacogenetics/methods , Gene Frequency , Genetic Variation
2.
Sci Rep ; 13(1): 6339, 2023 04 18.
Article in English | MEDLINE | ID: mdl-37072452

ABSTRACT

Drug discovery is a complex and interdisciplinary field that requires the identification of potential drug targets for specific diseases. In this study, we present FacPat, a novel approach that identifies the optimal factor-specific pattern explaining the drug-induced gene expression profile. FacPat uses a genetic algorithm based on pattern distance to mine the optimal factor-specific pattern for each gene in the LINCS L1000 dataset. We applied Benjamini-Hochberg correction to control the false discovery rate and identified significant and interpretable factor-specific patterns consisting of 480 genes, 7 chemical compounds, and 38 human cell lines. Using our approach, we identified genes that show context-specific effects related to chemical compounds and/or human cell lines. Furthermore, we performed functional enrichment analysis to characterize biological features. We demonstrate that FacPat can be used to reveal novel relationships among drugs, diseases, and genes.


Subject(s)
Gene Expression Profiling , Transcriptome , Humans , Cell Line
3.
Int J Mol Sci ; 22(3)2021 Jan 28.
Article in English | MEDLINE | ID: mdl-33525453

ABSTRACT

Epilepsy is one of the most common neurological disorders, and it is characterized by spontaneous seizures. In a previous study, we identified 4-(2-chloro-4-fluorobenzyl)-3-(2-thienyl)-1,2,4-oxadiazol-5(4H)-one (GM-90432) as a novel anti-epileptic agent in chemically- or genetically-induced epileptic zebrafish and mouse models. In this study, we investigated the anti-epileptic effects of GM-90432 through neurochemical profiling-based approach to understand the neuroprotective mechanism in a pentylenetetrazole (PTZ)-induced epileptic seizure zebrafish model. GM-90432 effectively improved PTZ-induced epileptic behaviors via upregulation of 5-hydroxytryptamine, 17-ß-estradiol, dihydrotestosterone, progesterone, 5α -dihydroprogesterone, and allopregnanolone levels, and downregulation of normetanephrine, gamma-aminobutyric acid, and cortisol levels in brain tissue. GM-90432 also had a protective effect against PTZ-induced oxidative stress and zebrafish death, suggesting that it exhibits biphasic neuroprotective effects via scavenging of reactive oxygen species and anti-epileptic activities in a zebrafish model. In conclusion, our results suggest that neurochemical profiling study could be used to better understand of anti-epileptic mechanism of GM-90432, potentially leading to new drug discovery and development of anti-seizure agents.


Subject(s)
Anticonvulsants/pharmacology , Antioxidants/pharmacology , Brain/drug effects , Neuroprotective Agents/pharmacology , Oxadiazoles/pharmacology , Seizures/drug therapy , Animals , Anticonvulsants/chemical synthesis , Antioxidants/chemical synthesis , Brain/metabolism , Brain Chemistry , Dihydrotestosterone/metabolism , Disease Models, Animal , Estradiol/metabolism , Hydrocortisone/metabolism , Male , Neuroprotective Agents/chemical synthesis , Normetanephrine/metabolism , Oxadiazoles/chemical synthesis , Oxidative Stress , Pentylenetetrazole/administration & dosage , Pregnanolone/metabolism , Progesterone/metabolism , Reactive Oxygen Species/antagonists & inhibitors , Reactive Oxygen Species/metabolism , Seizures/chemically induced , Seizures/metabolism , Seizures/physiopathology , Serotonin/metabolism , Zebrafish , gamma-Aminobutyric Acid/metabolism
4.
Neurochem Int ; 141: 104870, 2020 12.
Article in English | MEDLINE | ID: mdl-33035603

ABSTRACT

Epilepsy is a common chronic neurological disease characterized by recurrent epileptic seizures. A seizure is an uncontrolled electrical activity in the brain that can cause different levels of behavior, emotion, and consciousness. One-third of patients fail to receive sufficient seizure control, even though more than fifty FDA-approved anti-seizure drugs (ASDs) are available. In this study, we attempted small molecule screening to identify potential therapeutic agents for the treatment of seizures using seizure-induced animal models. Through behavioral phenotype-based screening, 4-(2-chloro-4-fluorobenzyl)-3-(2-thienyl)-1,2,4-oxadiazol-5(4H)-one (GM-90432) was identified as a prototype. GM-90432 treatment effectively decreased seizure-like behaviors in zebrafish and mice with chemically induced seizures. These results were consistent with decreased neuronal activity through immunohistochemistry for pERK in zebrafish larvae. Additionally, electroencephalogram (EEG) analysis revealed that GM-90432 decreases seizure-specific EEG events in adult zebrafish. Moreover, we revealed the preferential binding of GM-90432 to voltage-gated Na+ channels using a whole-cell patch clamp technique. Through pharmacokinetic analysis, GM-90432 effectively penetrated the blood-brain barrier and was distributed into the brain. Taken together, we suggest that GM-90432 has the potential to be developed into a new ASD candidate.


Subject(s)
Anticonvulsants/pharmacokinetics , Anticonvulsants/therapeutic use , Oxadiazoles/pharmacokinetics , Oxadiazoles/therapeutic use , Seizures/drug therapy , Animals , Behavior, Animal , Blood-Brain Barrier , Electroencephalography , Immunohistochemistry , Larva , MAP Kinase Signaling System/drug effects , Male , Mass Screening , Mice , Mice, Inbred ICR , Patch-Clamp Techniques , Seizures/psychology , Small Molecule Libraries , Sodium Channels/metabolism , Zebrafish
5.
Bioorg Med Chem Lett ; 30(13): 127201, 2020 07 01.
Article in English | MEDLINE | ID: mdl-32386982

ABSTRACT

A series of aryl sulfide derivatives was synthesized and evaluated for their anti-melanogenic activities. Several compounds, including 3e, 3i and 3q exhibited good anti-melanogenic activities. Among the derivatives, compound 3i showed good inhibitory effects against melanin synthesis and showed no toxicity in reconstituted human eye and skin tissues.


Subject(s)
Melanins/antagonists & inhibitors , Skin Lightening Preparations/pharmacology , Sulfides/pharmacology , Animals , Cell Line, Tumor , Drug Evaluation, Preclinical , Humans , Skin Lightening Preparations/chemical synthesis , Skin Lightening Preparations/toxicity , Sulfides/chemical synthesis , Sulfides/toxicity , Zebrafish
6.
Fish Shellfish Immunol ; 87: 395-400, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30685466

ABSTRACT

The compound, 1-((4-fluorophenyl)thio)isoquinoline (FPTQ), is a synthetic isoquinoline derivative. To test the anti-inflammatory effect of FPTQ, we used neutrophil-specific transgenic zebrafish Tg(mpx::EGFP)i114 line and lipopolysaccharide (LPS)-stimulated RAW264.7 cells. We also used two different methods, involving tail transection and LPS stimulation in the zebrafish model. Neutrophils translocation in the zebrafish tail-transected model was inhibited by FPTQ. Neutrophil aggregation was also inhibited by FPTQ in the LPS-stimulated zebrafish model. Decreased mRNA expression of the pro-inflammatory cytokine genes, interleukin-1ß (il-1ß) and interleukin-6 (il-6), was found in zebrafish larvae injected with FPTQ. Additionally, production of nitric oxide was inhibited by FPTQ in RAW264.7 macrophage cells treated with LPS. Moreover, the mRNA expression of Il-1ß and Il-6 suppressed by FPTQ treatment in RAW264.7 macrophage cells, and an enzyme immunoassay showed that FPTQ suppressed the secretion of IL-1ß and IL-6 in RAW264.7 cells. These results demonstrate that FPTQ reduced inflammatory responses and, therefore, suggest that it may be effective as an anti-inflammatory agent.


Subject(s)
Anti-Inflammatory Agents/pharmacology , Lipopolysaccharides/physiology , Macrophages/immunology , Neutrophils/immunology , Quinolines/pharmacology , Zebrafish/immunology , Animals , Animals, Genetically Modified/immunology , Macrophages/drug effects , Mice , Neutrophils/drug effects , RAW 264.7 Cells
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