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1.
Nature ; 616(7956): 339-347, 2023 04.
Article En | MEDLINE | ID: mdl-36991126

There is a need to develop effective therapies for pancreatic ductal adenocarcinoma (PDA), a highly lethal malignancy with increasing incidence1 and poor prognosis2. Although targeting tumour metabolism has been the focus of intense investigation for more than a decade, tumour metabolic plasticity and high risk of toxicity have limited this anticancer strategy3,4. Here we use genetic and pharmacological approaches in human and mouse in vitro and in vivo models to show that PDA has a distinct dependence on de novo ornithine synthesis from glutamine. We find that this process, which is mediated through ornithine aminotransferase (OAT), supports polyamine synthesis and is required for tumour growth. This directional OAT activity is usually largely restricted to infancy and contrasts with the reliance of most adult normal tissues and other cancer types on arginine-derived ornithine for polyamine synthesis5,6. This dependency associates with arginine depletion in the PDA tumour microenvironment and is driven by mutant KRAS. Activated KRAS induces the expression of OAT and polyamine synthesis enzymes, leading to alterations in the transcriptome and open chromatin landscape in PDA tumour cells. The distinct dependence of PDA, but not normal tissue, on OAT-mediated de novo ornithine synthesis provides an attractive therapeutic window for treating patients with pancreatic cancer with minimal toxicity.


Ornithine-Oxo-Acid Transaminase , Pancreatic Neoplasms , Polyamines , Animals , Humans , Mice , Arginine/deficiency , Arginine/metabolism , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Ornithine/biosynthesis , Ornithine/metabolism , Ornithine-Oxo-Acid Transaminase/metabolism , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Polyamines/metabolism , Tumor Microenvironment
2.
Heliyon ; 8(10): e10991, 2022 Oct.
Article En | MEDLINE | ID: mdl-36276728

A processing map is required for Ti alloys to find processing parameters securing a high formability. This study adopted the extreme gradient boosting (XGB) approach of machine learning to predict a flow curve and plot a processing map with less experiments for the first time. The optimum XGB model predicted flow curves of Ti-6Al-2Sn-2Zr-2Mo-2Cr-0.15Si at 1073-1273 K and 10 s-1. The predicted data were used to plot a processing map, which showed a higher accuracy in the instability map as compared with the map without XGB. The XGB model also anticipated the power dissipation map at low strain rates. The low accuracy at high strain rates would be improved by alleviating the bias towards a flow hardening. This work has successfully proven the potential usefulness of XGB for plotting an enhanced processing map in light of a higher accuracy with less experiments.

3.
Proc Natl Acad Sci U S A ; 118(10)2021 03 09.
Article En | MEDLINE | ID: mdl-33653947

Pancreatic ductal adenocarcinoma (PDA) is a lethal, therapy-resistant cancer that thrives in a highly desmoplastic, nutrient-deprived microenvironment. Several studies investigated the effects of depriving PDA of either glucose or glutamine alone. However, the consequences on PDA growth and metabolism of limiting both preferred nutrients have remained largely unknown. Here, we report the selection for clonal human PDA cells that survive and adapt to limiting levels of both glucose and glutamine. We find that adapted clones exhibit increased growth in vitro and enhanced tumor-forming capacity in vivo. Mechanistically, adapted clones share common transcriptional and metabolic programs, including amino acid use for de novo glutamine and nucleotide synthesis. They also display enhanced mTORC1 activity that prevents the proteasomal degradation of glutamine synthetase (GS), the rate-limiting enzyme for glutamine synthesis. This phenotype is notably reversible, with PDA cells acquiring alterations in open chromatin upon adaptation. Silencing of GS suppresses the enhanced growth of adapted cells and mitigates tumor growth. These findings identify nongenetic adaptations to nutrient deprivation in PDA and highlight GS as a dependency that could be targeted therapeutically in pancreatic cancer patients.


Carcinoma, Pancreatic Ductal/metabolism , Glutamate-Ammonia Ligase/metabolism , Mechanistic Target of Rapamycin Complex 1/metabolism , Neoplasm Proteins/metabolism , Pancreatic Neoplasms/metabolism , Carcinoma, Pancreatic Ductal/genetics , Cell Line, Tumor , Enzyme Stability , Glutamate-Ammonia Ligase/genetics , Humans , Mechanistic Target of Rapamycin Complex 1/genetics , Neoplasm Proteins/genetics , Pancreatic Neoplasms/genetics
6.
Nat Commun ; 9(1): 3404, 2018 08 24.
Article En | MEDLINE | ID: mdl-30143610

AMP-activated protein kinase (AMPK) plays a key role in controlling energy metabolism in response to physiological and nutritional status. Although AMPK activation has been proposed as a promising molecular target for treating obesity and its related comorbidities, the use of pharmacological AMPK activators has been met with contradictory therapeutic challenges. Here we show a regulatory mechanism for AMPK through its ubiquitination and degradation by the E3 ubiquitin ligase makorin ring finger protein 1 (MKRN1). MKRN1 depletion promotes glucose consumption and suppresses lipid accumulation due to AMPK stabilisation and activation. Accordingly, MKRN1-null mice show chronic AMPK activation in both liver and adipose tissue, resulting in significant suppression of diet-induced metabolic syndrome. We demonstrate also its therapeutic effect by administering shRNA targeting MKRN1 into obese mice that reverses non-alcoholic fatty liver disease. We suggest that ubiquitin-dependent AMPK degradation represents a target therapeutic strategy for metabolic disorders.


Metabolic Syndrome/metabolism , Ribonucleoproteins/metabolism , Ubiquitin-Protein Ligases/metabolism , AMP-Activated Protein Kinases/genetics , AMP-Activated Protein Kinases/metabolism , Adipocytes/metabolism , Adipocytes/pathology , Animals , Diet, High-Fat/adverse effects , Fatty Liver/genetics , Fatty Liver/metabolism , Female , Liver/metabolism , Liver/pathology , Male , Metabolic Syndrome/genetics , Mice , Mice, Knockout , Non-alcoholic Fatty Liver Disease/etiology , Non-alcoholic Fatty Liver Disease/metabolism , Ribonucleoproteins/genetics , Ubiquitin-Protein Ligases/genetics
7.
Proc Natl Acad Sci U S A ; 115(16): 4228-4233, 2018 04 17.
Article En | MEDLINE | ID: mdl-29610318

Non-small-cell lung cancer (NSCLC) is a leading cause of cancer death worldwide, with 25% of cases harboring oncogenic Kirsten rat sarcoma (KRAS). Although KRAS direct binding to and activation of PI3K is required for KRAS-driven lung tumorigenesis, the contribution of insulin receptor (IR) and insulin-like growth factor 1 receptor (IGF1R) in the context of mutant KRAS remains controversial. Here, we provide genetic evidence that lung-specific dual ablation of insulin receptor substrates 1/2 (Irs1/Irs2), which mediate insulin and IGF1 signaling, strongly suppresses tumor initiation and dramatically extends the survival of a mouse model of lung cancer with Kras activation and p53 loss. Mice with Irs1/Irs2 loss eventually succumb to tumor burden, with tumor cells displaying suppressed Akt activation and strikingly diminished intracellular levels of essential amino acids. Acute loss of IRS1/IRS2 or inhibition of IR/IGF1R in KRAS-mutant human NSCLC cells decreases the uptake and lowers the intracellular levels of amino acids, while enhancing basal autophagy and sensitivity to autophagy and proteasome inhibitors. These findings demonstrate that insulin/IGF1 signaling is required for KRAS-mutant lung cancer initiation, and identify decreased amino acid levels as a metabolic vulnerability in tumor cells with IR/IGF1R inhibition. Consequently, combinatorial targeting of IR/IGF1R with autophagy or proteasome inhibitors may represent an effective therapeutic strategy in KRAS-mutant NSCLC.


Carcinogenesis/metabolism , Carcinoma, Non-Small-Cell Lung/prevention & control , Genes, ras , Insulin Receptor Substrate Proteins/physiology , Insulin-Like Growth Factor I/physiology , Insulin/pharmacology , Lung Neoplasms/prevention & control , Proto-Oncogene Proteins p21(ras)/physiology , A549 Cells , Amino Acids/metabolism , Animals , Autophagy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/physiopathology , Codon, Terminator , Humans , Insulin Receptor Substrate Proteins/deficiency , Lung Neoplasms/genetics , Lung Neoplasms/physiopathology , Mice , Neoplasm Proteins/physiology , Proteolysis , Proto-Oncogene Proteins c-akt/physiology , Signal Transduction/physiology
8.
Cell Death Differ ; 25(6): 1050-1062, 2018 06.
Article En | MEDLINE | ID: mdl-29472714

Oncogene-induced senescence (OIS) is a critical tumor-suppressor mechanism, which prevents hyper-proliferation and transformation of cells. c-Myc promotes OIS through the transcriptional activation of p14ARF followed by p53 activation. Although the oncogene-mediated transcriptional regulation of p14ARF has been well addressed, the post-translational modification of p14ARF regulated by oncogenic stress has yet to be investigated. Here, we found that c-Myc increased p14ARF protein stability by inducing the transcription of ubiquitin-specific protease 10 (USP10). USP10, in turn, mediated the deubiquitination of p14ARF, preventing its proteasome-dependent degradation. USP10-null mouse embryonic fibroblasts and human primary cells depleted of USP10 bypassed c-Myc-induced senescence via the destabilization of p14ARF, and these cells displayed accelerated hyper-proliferation and transformation. Clinically the c-Myc-USP10-p14ARF axis was disrupted in non-small cell lung cancer patients, resulting in significantly worse overall survival. Our studies indicate that USP10 induced by c-Myc has a crucial role in OIS by maintaining the stability of key tumor suppressor p14ARF.


Carcinoma, Non-Small-Cell Lung/metabolism , Cellular Senescence , Lung Neoplasms/metabolism , Proto-Oncogene Proteins c-myc/metabolism , Tumor Suppressor Protein p14ARF/metabolism , Ubiquitin Thiolesterase/metabolism , Ubiquitination , A549 Cells , Animals , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , MCF-7 Cells , Mice , Mice, Knockout , Protein Stability , Proto-Oncogene Proteins c-myc/genetics , Tumor Suppressor Protein p14ARF/genetics , Ubiquitin Thiolesterase/genetics
9.
Sci Rep ; 7: 40023, 2017 01 06.
Article En | MEDLINE | ID: mdl-28059128

PPARγ (Peroxisome proliferator-activated receptor γ) is a nuclear receptor involved in lipid homeostasis and related metabolic diseases. Acting as a transcription factor, PPARγ is a master regulator for adipocyte differentiation. Here, we reveal that CHIP (C-terminus of HSC70-interacting protein) suppresses adipocyte differentiation by functioning as an E3 ligase of PPARγ. CHIP directly binds to and induces ubiquitylation of the PPARγ protein, leading to proteasome-dependent degradation. Stable overexpression or knockdown of CHIP inhibited or promoted adipogenesis, respectively, in 3T3-L1 cells. On the other hand, a CHIP mutant defective in E3 ligase could neither regulate PPARγ protein levels nor suppress adipogenesis, indicating the importance of CHIP-mediated ubiquitylation of PPARγ in adipocyte differentiation. Lastly, a CHIP null embryo fibroblast exhibited augmented adipocyte differentiation with increases in PPARγ and its target protein levels. In conclusion, CHIP acts as an E3 ligase of PPARγ, suppressing PPARγ-mediated adipogenesis.


Adipocytes/cytology , PPAR gamma/metabolism , Ubiquitin-Protein Ligases/chemistry , Ubiquitin-Protein Ligases/metabolism , 3T3-L1 Cells , Adipocytes/metabolism , Adipogenesis , Animals , Binding Sites , Cell Differentiation , Cell Line , Gene Expression Regulation , HEK293 Cells , Humans , Mice , PPAR gamma/chemistry , Proteasome Endopeptidase Complex/metabolism , Protein Binding , Proteolysis , Ubiquitin/metabolism , Ubiquitin-Protein Ligases/genetics
10.
Cancer Res ; 77(2): 343-354, 2017 01 15.
Article En | MEDLINE | ID: mdl-27793846

The tumor suppressor function of p14ARF is regulated at a posttranslational level via mechanisms yet to be fully understood. Here, we report the identification of an unconventional p14ARF degradation pathway induced by the chaperone HSP90 in association with the E3 ubiquitin ligase C-terminus of HSP70-interacting protein (CHIP). The ternary complex of HSP90, CHIP, and p14ARF was required to induce the lysosomal degradation of p14ARF by an ubiquitination-independent but LAMP2A-dependent mechanism. Depletion of HSP90 or CHIP induced p14ARF-dependent senescence in human fibroblasts. Premature senescence observed in cells genetically deficient in CHIP was rescued in cells that were doubly deficient in CHIP and p14ARF. Notably, non-small cell lung cancer cells (NSCLC) positive for p14ARF were sensitive to treatment with the HSP90 inhibitor geldanamycin. Furthermore, overexpression of HSP90 and CHIP with a concomitant loss of p14ARF correlated with poor prognosis in patients with NSCLC. Our findings identify a relationship between p14ARF and its chaperones that suggest new therapeutic strategies in cancers that overexpress HSP90. Cancer Res; 77(2); 343-54. ©2016 AACR.


Carcinoma, Non-Small-Cell Lung/pathology , Cellular Senescence/physiology , HSP90 Heat-Shock Proteins/metabolism , Lung Neoplasms/pathology , Tumor Suppressor Protein p14ARF/metabolism , Animals , Carcinoma, Non-Small-Cell Lung/metabolism , Fibroblasts/metabolism , Humans , Immunohistochemistry , Kaplan-Meier Estimate , Lung Neoplasms/metabolism , Lysosomes/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Proportional Hazards Models , Ubiquitin-Protein Ligases/metabolism
11.
Nat Commun ; 6: 7769, 2015 Jul 17.
Article En | MEDLINE | ID: mdl-26183061

The activity of the phosphatase and tensin homologue (PTEN) is known to be suppressed via post-translational modification. However, the mechanism and physiological significance by which post-translational modifications lead to PTEN suppression remain unclear. Here we demonstrate that PTEN destabilization is induced by EGFR- or oncogenic PI3K mutation-mediated AKT activation in cervical cancer. EGFR/PI3K/AKT-mediated ubiquitination and degradation of PTEN are dependent on the MKRN1 E3 ligase. These processes require the stabilization of MKRN1 via AKT-mediated phosphorylation. In cervical cancer patients with high levels of pAKT and MKRN1 expression, PTEN protein levels are low and correlate with a low 5-year survival rate. Taken together, our results demonstrate that PI3K/AKT signals enforce positive-feedback regulation by suppressing PTEN function.


Carcinoma/genetics , Gene Expression Regulation, Neoplastic , Nerve Tissue Proteins/metabolism , PTEN Phosphohydrolase/genetics , Phosphatidylinositol 3-Kinases/genetics , Proto-Oncogene Proteins c-akt/metabolism , Ribonucleoproteins/metabolism , Uterine Cervical Dysplasia/genetics , Uterine Cervical Neoplasms/genetics , Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Carcinogenesis/genetics , Carcinoma/metabolism , Carcinoma/pathology , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor , Cell Movement , ErbB Receptors/metabolism , Feedback, Physiological , Female , HeLa Cells , Humans , Immunohistochemistry , In Vitro Techniques , Mutation , PTEN Phosphohydrolase/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Phosphoproteins , Phosphorylation , Prognosis , Protein Processing, Post-Translational , Reverse Transcriptase Polymerase Chain Reaction , TOR Serine-Threonine Kinases/metabolism , Ubiquitination , Uterine Cervical Neoplasms/metabolism , Uterine Cervical Dysplasia/metabolism
12.
J Natl Cancer Inst ; 104(21): 1660-72, 2012 Nov 07.
Article En | MEDLINE | ID: mdl-23104211

BACKGROUND: We investigated whether Makorin ring finger protein 1 (MKRN1), an E3 ligase, affects p14ARF-associated cellular senescence and tumorigenesis by posttranslational modification in gastric tumorigenesis. METHODS: A link between MKRN1 and ARF was examined in MKRN1 null mouse embryonic fibroblasts (MEFs) and in human fibroblasts and gastric cancer cells by silencing MKRN1 using small interfering RNA (siRNA) and short hairpin RNA (shRNA). Ubiquitination and proteasomal degradation assays were used to assess p14ARF degradation associated with MKRN1. MKRN1 and p14ARF expression levels were analyzed with immunohistochemistry in malignant and normal tissues from gastric cancer patients and with χ(2) tests. The tumor growth of gastric cancer cells stably expressing MKRN1 shRNA, p14ARF shRNA, or both was examined in mouse xenograft models (n = 4-6) and analyzed with unpaired t tests. All statistical tests were two-sided. RESULTS: MKRN1 knockout MEFs exhibited premature senescence and growth retardation with increased p19ARF protein expression. Similar results were obtained for human fibroblasts or gastric cancer cell lines by MKRN1 knockdown. Biochemical analyses confirmed that MKRN1 targets p14ARF for ubiquitination and subsequent proteasome-dependent degradation. A statistically significant association was shown between MKRN1 overexpression and p14ARF underexpression (P = .016). Xenograft analyses using p53-functional AGS or -dysfunctional SNU601 cells displayed statistically significant tumor growth retardation by silencing MKRN1, which was reversed under depletion of p14ARF (AGS cells, MKRN1 knockdown tumors vs MKRN1 and p14ARF knockdown tumors: 164.6 vs 464.8mm(3), difference = 300.2mm(3), 95% CI = 189.1 to 411.3mm(3), P < .001). CONCLUSIONS: We demonstrated that MKRN1 functions as a novel E3 ligase of p14ARF and that it potentially regulates cellular senescence and tumorigenesis in gastric cancer.


Cell Transformation, Neoplastic/metabolism , Cellular Senescence , Nerve Tissue Proteins/metabolism , Ribonucleoproteins/metabolism , Stomach Neoplasms/metabolism , Tumor Suppressor Protein p14ARF/metabolism , Ubiquitin-Protein Ligases/metabolism , Animals , Cell Line, Tumor , Cell Transformation, Neoplastic/genetics , Fibroblasts/metabolism , Gene Expression Regulation, Neoplastic , Humans , Immunohistochemistry , Mice , Mice, Knockout , Mice, Nude , Nerve Tissue Proteins/genetics , Proteasome Endopeptidase Complex/metabolism , Protein Biosynthesis , RNA, Small Interfering , Ribonucleoproteins/genetics , Stomach Neoplasms/genetics , Stomach Neoplasms/pathology , Stomach Neoplasms/physiopathology , Tissue Array Analysis , Transplantation, Heterologous , Tumor Suppressor Protein p53/metabolism , Ubiquitination
13.
Int J Offender Ther Comp Criminol ; 55(2): 268-86, 2011 Apr.
Article En | MEDLINE | ID: mdl-20142625

Most research on sentencing outcomes reveals that legally relevant factors such as the seriousness of the offense and prior criminal record are primary determinants. There is, however, a substantial body of research that finds that extralegal factors such as a defendant's sex also influence these outcomes. Most of these latter studies conclude that female defendants receive less severe outcomes compared to their male counterparts. Most of this research, however, is limited to Western societies. To extend this body of research, the current study examines sex differences in sentencing practices for a sample of narcotics offenders in South Korea. Results support previous research; female drug offenders in South Korea are generally treated more leniently than their male counterparts. Tests for interaction effects reveal that the defendant's sex also interacts with other constellations of factors to produce lenient treatment for certain female defendants. These tests, however, also reveal that lenient sentence outcomes are not extended to all female defendants; those with prior drug convictions do not fare better than their male counterparts at the incarceration decision.


Crime/statistics & numerical data , Law Enforcement , Narcotics , Opioid-Related Disorders , Prejudice , Adolescent , Adult , Aged , Commerce/legislation & jurisprudence , Drug and Narcotic Control/legislation & jurisprudence , Female , Humans , Male , Middle Aged , Paternalism , Republic of Korea , Sex Factors , Socioeconomic Factors , Stereotyping
14.
EMBO J ; 28(14): 2100-13, 2009 Jul 22.
Article En | MEDLINE | ID: mdl-19536131

Makorin Ring Finger Protein 1 (MKRN1) is a transcriptional co-regulator and an E3 ligase. Here, we show that MKRN1 simultaneously functions as a differentially negative regulator of p53 and p21. In normal conditions, MKRN1 could destabilize both p53 and p21 through ubiquitination and proteasome-dependent degradation. As a result, depletion of MKRN1 induced growth arrest through activation of p53 and p21. Interestingly, MKRN1 used earlier unknown sites, K291 and K292, for p53 ubiquitination and subsequent degradation. Under severe stress conditions, however, MKRN1 primarily induced the efficient degradation of p21. This regulatory process contributed to the acceleration of DNA damage-induced apoptosis by eliminating p21. MKRN1 depletion diminished adriamycin or ultraviolet-induced cell death, whereas ectopic expression of MKRN1 facilitated apoptosis. Furthermore, MKRN1 stable cell lines that constantly produced low levels of p53 and p21 exhibited stabilization of p53, but not p21, with increased cell death on DNA damage. Our results indicate that MKRN1 exhibits dual functions of keeping cells alive by suppressing p53 under normal conditions and stimulating cell death by repressing p21 under stress conditions.


Apoptosis , Cell Cycle , Nerve Tissue Proteins/metabolism , Ribonucleoproteins/metabolism , Tumor Suppressor Protein p53/metabolism , rho GTP-Binding Proteins/metabolism , Animals , DNA Damage , Gene Knockdown Techniques , Humans , Mice , Nerve Tissue Proteins/genetics , Proteasome Endopeptidase Complex , Ribonucleoproteins/genetics , Ubiquitination
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