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1.
Metabolites ; 12(6)2022 May 30.
Article in English | MEDLINE | ID: mdl-35736429

ABSTRACT

Genome-wide association studies (GWAS) with non-targeted metabolomics have identified many genetic loci of biomedical interest. However, metabolites with a high degree of missingness, such as drug metabolites and xenobiotics, are often excluded from such studies due to a lack of statistical power and higher uncertainty in their quantification. Here we propose ratios between related drug metabolites as GWAS phenotypes that can drastically increase power to detect genetic associations between pairs of biochemically related molecules. As a proof-of-concept we conducted a GWAS with 520 individuals from the Qatar Biobank for who at least five of the nine available acetaminophen metabolites have been detected. We identified compelling evidence for genetic variance in acetaminophen glucuronidation and methylation by UGT2A15 and COMT, respectively. Based on the metabolite ratio association profiles of these two loci we hypothesized the chemical structure of one of their products or substrates as being 3-methoxyacetaminophen, which we then confirmed experimentally. Taken together, our study suggests a novel approach to analyze metabolites with a high degree of missingness in a GWAS setting with ratios, and it also demonstrates how pharmacological pathways can be mapped out using non-targeted metabolomics measurements in large population-based studies.

2.
ACS Med Chem Lett ; 8(12): 1258-1263, 2017 Dec 14.
Article in English | MEDLINE | ID: mdl-29259744

ABSTRACT

We present the outcome of an in silico high throughput screen (HTS) and optimization of a small molecule Unc-51-Like Kinase 1 (ULK1) inhibitor hit, SR-17398, with an indazole core. Docking studies guided design efforts that led to inhibitors with increased activity vs ULK1 (IC50 < 50 nM). The most advanced molecules in this inhibitor series (3a and 3g) hold promise for further development into selective ULK1 molecular probes to interrogate the biology of ULK1 and to assess whether selectively targeting autophagy is an effective anticancer strategy.

3.
Oncotarget ; 7(47): 77457-77467, 2016 Nov 22.
Article in English | MEDLINE | ID: mdl-27764809

ABSTRACT

Mitochondrial dysfunction is a hallmark of cancer biology. Tumor mitochondrial metabolism is characterized by an abnormal ability to function in scarce oxygen conditions through glycolysis (the Warburg effect), and accumulation of mitochondrial DNA defects are present in both hereditary neoplasia and sporadic cancers. Mitochondrial Lon is a major regulator of mitochondrial metabolism and the mitochondrial response to free radical damage, and plays an essential role in the maintenance and repair of mitochondrial DNA. Despite these critical cellular functions of Lon, very little has been reported regarding its role in glioma. Lon expression in gliomas and its relevance with patient survival was examined using published databases and human tissue sections. The effect of Lon in glioma biology was investigated through siRNA targeting Lon. We also tested the in vitro antitumor activity of Lon inhibitor, CC4, in the glioma cell lines D-54 and U-251. High Lon expression was associated with high glioma tumor grade and poor patient survival. While Lon expression was elevated in response to a variety of stimuli, Lon knockdown in glioma cell lines decreased cell viability under normal conditions, and dramatically impaired glioma cell survival under hypoxic conditions. Furthermore, the Lon inhibitor, CC4, efficiently prohibited glioma cell proliferation and synergistically enhanced the therapeutic efficacy of the chemotherapeutic agents, temozolomide (TMZ) and cisplatin. We demonstrate that Lon plays a key role in glioma cell hypoxic survival and mitochondrial respiration, and propose Lon as a promising therapeutic target in the treatment of malignant gliomas.


Subject(s)
Glioma/genetics , Glioma/metabolism , Hypoxia/genetics , Hypoxia/metabolism , Mitochondria/genetics , Mitochondria/metabolism , Protease La/genetics , Alkaloids/pharmacology , Antineoplastic Agents/pharmacology , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Respiration/genetics , Cell Survival/genetics , Drug Synergism , Gene Expression Regulation, Neoplastic , Glioma/drug therapy , Glioma/pathology , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Neoplasm Grading , Prognosis , Protease La/antagonists & inhibitors , Protease La/metabolism , RNA, Small Interfering/genetics
4.
Cell Cycle ; 14(3): 417-24, 2015.
Article in English | MEDLINE | ID: mdl-25616418

ABSTRACT

Ubiquitin mediated proteolysis is required for transition from one cell cycle phase to another. For instance, the mitosis inhibitor Wee1 is targeted for degradation during S phase and G2 to allow mitotic entry. Wee1 is an essential tyrosine kinase required for the G2/M transition and S-phase progression. Although several studies have concentrated on Wee1 regulation during mitosis, few have elucidated its degradation during interphase. Our prior studies have demonstrated that Wee1 is degraded via CK1δ dependent phosphorylation during the S and G2/M phases of the cell cycle. Here we demonstrate that GSK3ß may work in concert with CK1δ to induce Wee1 destruction during interphase. We generated small molecules that specifically stabilized Wee1. We profiled these compounds against 296 kinases and found that they inhibit GSK3α and GSK3ß, suggesting that Wee1 may be targeted for proteolysis by GSK3. Consistent with this notion, known GSK3 inhibitors stabilized Wee1 and GSK3ß depletion reduced Wee1 turnover. Given Wee1's central role in cell cycle progression, we predicted that GSK3 inhibitors should limit cell proliferation. Indeed, we demonstrate that GSK3 inhibitors potently inhibited proliferation of the most abundant cell in the mammalian brain, the cerebellar granule cell progenitor (GCP). These studies identify a previously unappreciated role for GSK3ß mediated regulation of Wee1 during the cell cycle and in neurogenesis. Furthermore, they suggest that pharmacological inhibition of Wee1 may be therapeutically attractive in some cancers where GSK-3ß or Wee1 are dysregulated.


Subject(s)
Cell Cycle Proteins/metabolism , Cerebellum/cytology , Cytoplasmic Granules/metabolism , Glycogen Synthase Kinase 3/antagonists & inhibitors , Nuclear Proteins/metabolism , Protein Kinase Inhibitors/pharmacology , Protein-Tyrosine Kinases/metabolism , Animals , Cell Proliferation/drug effects , Cyclin-Dependent Kinase 2/metabolism , Gene Knockdown Techniques , Glycogen Synthase Kinase 3/metabolism , Glycogen Synthase Kinase 3 beta , HeLa Cells , Humans , Luciferases/metabolism , Mice , Protein Kinase Inhibitors/chemistry , Protein Stability/drug effects
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