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1.
IEEE Trans Pattern Anal Mach Intell ; 44(11): 7718-7730, 2022 11.
Article in English | MEDLINE | ID: mdl-34347593

ABSTRACT

Few-shot learning is an emerging yet challenging problem in which the goal is to achieve generalization from only few examples. Meta-learning tackles few-shot learning via the learning of prior knowledge shared across tasks and using it to learn new tasks. One of the most representative meta-learning algorithms is the model-agnostic meta-learning (MAML), which formulates prior knowledge as a common initialization, a shared starting point from where a learner can quickly adapt to unseen tasks. However, forcibly sharing an initialization can lead to conflicts among tasks and the compromised (undesired by tasks) location on optimization landscape, thereby hindering task adaptation. Furthermore, the degree of conflict is observed to vary not only among the tasks but also among the layers of a neural network. Thus, we propose task-and-layer-wise attenuation on the compromised initialization to reduce its adverse influence on task adaptation. As attenuation dynamically controls (or selectively forgets) the influence of the compromised prior knowledge for a given task and each layer, we name our method Learn to Forget (L2F). Experimental results demonstrate that the proposed method greatly improves the performance of the state-of-the-art MAML-based frameworks across diverse domains: few-shot classification, cross-domain few-shot classification, regression, reinforcement learning, and visual tracking.


Subject(s)
Algorithms , Neural Networks, Computer
2.
Toxicol Appl Pharmacol ; 287(1): 17-25, 2015 Aug 15.
Article in English | MEDLINE | ID: mdl-25981168

ABSTRACT

Despite excellent initial clinical responses of non-small cell lung cancer (NSCLC) patients to epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs), many patients eventually develop resistance. According to a recent report, vacuolar H+ ATPase (vATPase) is overexpressed and is associated with chemotherapy drug resistance in NSCLC. We investigated the combined effects of EGFR TKIs and vATPase inhibitors and their underlying mechanisms in the regulation of NSCLC cell death. We found that combined treatment with EGFR TKIs (erlotinib, gefitinib, or lapatinib) and vATPase inhibitors (bafilomycin A1 or concanamycin A) enhanced synergistic cell death compared to treatments with each drug alone. Treatment with bafilomycin A1 or concanamycin A led to the induction of Bnip3 expression in an Hif-1α dependent manner. Knock-down of Hif-1α or Bnip3 by siRNA further enhanced cell death induced by bafilomycin A1, suggesting that Hif-1α/Bnip3 induction promoted resistance to cell death induced by the vATPase inhibitors. EGFR TKIs suppressed Hif-1α and Bnip3 expression induced by the vATPase inhibitors, suggesting that they enhanced the sensitivity of the cells to these inhibitors by decreasing Hif-1α/Bnip3 expression. Taken together, we conclude that EGFR TKIs enhance the sensitivity of NSCLC cells to vATPase inhibitors by decreasing Hif-1α/Bnip3 expression. We suggest that combined treatment with EGFR TKIs and vATPase inhibitors is potentially effective for the treatment of NSCLC.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Carcinoma, Non-Small-Cell Lung/enzymology , ErbB Receptors/antagonists & inhibitors , Lung Neoplasms/enzymology , Vacuolar Proton-Translocating ATPases/antagonists & inhibitors , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Survival/drug effects , Dose-Response Relationship, Drug , Drug Resistance, Neoplasm , ErbB Receptors/metabolism , Erlotinib Hydrochloride , Gefitinib , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Lapatinib , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Macrolides/pharmacology , Membrane Proteins/genetics , Membrane Proteins/metabolism , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Quinazolines/pharmacology , RNA Interference , Transfection , Vacuolar Proton-Translocating ATPases/metabolism
3.
Ann Clin Lab Sci ; 45(2): 193-8, 2015.
Article in English | MEDLINE | ID: mdl-25887874

ABSTRACT

We report three cases of plasma cell myeloma with obscure and discordant data for a monoclonal component. In this study, the results of serum heavy/light chain (sHLC) were retrospectively compared with those of conventional methods during disease monitoring. All three patients achieved a complete response and experienced a relapse during follow-up, and the sHLC ratio allowed early prediction of disease relapse and correlated well with other electrophoretic methods compared with the free light chain ratio. Therefore, we suggest that the sHLC assay may be useful as a complementary tool; it has a good correlation with conventional methods and sensitivity in assessing disease status and treatment response in patients with plasma cell myeloma.


Subject(s)
Immunoglobulin Heavy Chains/blood , Immunoglobulin Light Chains/blood , Monitoring, Physiologic/methods , Multiple Myeloma/blood , Plasma Cells/pathology , Adult , Aged , Female , Humans , Male
4.
Mol Cells ; 38(4): 327-35, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25813625

ABSTRACT

Piperlongumine, a natural alkaloid isolated from the long pepper, selectively increases reactive oxygen species production and apoptotic cell death in cancer cells but not in normal cells. However, the molecular mechanism underlying piperlongumine-induced selective killing of cancer cells remains unclear. In the present study, we observed that human breast cancer MCF-7 cells are sensitive to piperlongumine-induced apoptosis relative to human MCF-10A breast epithelial cells. Interestingly, this opposing effect of piperlongumine appears to be mediated by heme oxygenase-1 (HO-1). Piperlongumine upregulated HO-1 expression through the activation of nuclear factor-erythroid-2-related factor-2 (Nrf2) signaling in both MCF-7 and MCF-10A cells. However, knockdown of HO-1 expression and pharmacological inhibition of its activity abolished the ability of piperlongumine to induce apoptosis in MCF-7 cells, whereas those promoted apoptosis in MCF-10A cells, indicating that HO-1 has anti-tumor functions in cancer cells but cytoprotective functions in normal cells. Moreover, it was found that piperlongumine-induced Nrf2 activation, HO-1 expression and cancer cell apoptosis are not dependent on the generation of reactive oxygen species. Instead, piperlongumine, which bears electrophilic α,ß-unsaturated carbonyl groups, appears to inactivate Kelch-like ECH-associated protein-1 (Keap1) through thiol modification, thereby activating the Nrf2/HO-1 pathway and subsequently upregulating HO-1 expression, which accounts for piperlongumine-induced apoptosis in cancer cells. Taken together, these findings suggest that direct interaction of piperlongumine with Keap1 leads to the upregulation of Nrf2-mediated HO-1 expression, and HO-1 determines the differential response of breast normal cells and cancer cells to piperlongumine.


Subject(s)
Breast Neoplasms/drug therapy , Breast Neoplasms/enzymology , Dioxolanes/pharmacology , Heme Oxygenase-1/metabolism , Apoptosis/drug effects , Breast Neoplasms/pathology , Enzyme Induction/drug effects , Female , Humans , MCF-7 Cells , NF-E2-Related Factor 2/metabolism , Reactive Oxygen Species/metabolism , Signal Transduction/drug effects
5.
Oncotarget ; 6(28): 26528-40, 2015 Sep 22.
Article in English | MEDLINE | ID: mdl-25605253

ABSTRACT

In the present study, we found that selective inhibition of histone deacetylase 2 (HDAC2) with small inhibitory RNA (siRNA) induced survivin downregulation in a p53-dependent manner. Interestingly, suberoylanilide hydroxamic acid (SAHA) or knockdown of HDAC2 induced downregulation of Mdm2, a negative regulator of p53, at the protein level. SAHA and/or HDAC2 siRNA increased Mdm2 ubiquitination, and MG132, an inhibitor of proteosome function, prevented HDAC2 inhibition-induced degradation of Mdm2. Clinically, the mRNA levels of HDAC2 and survivin were prominently overexpressed in lung cancer patients compared to normal lung tissues. Silencing of HDAC2 enhanced the cell death caused by ionizing radiation in lung cancer cells. Collectively, our results indicate that selective inhibition of HDAC2 causes survivin downregulation through activation of p53, which is mediated by downregulation of Mdm2. They further suggest that HDAC2 may exert a dominant effect on lung cancer cell survival by sustaining Mdm2-survivin levels.


Subject(s)
Histone Deacetylase 2/antagonists & inhibitors , Histone Deacetylase Inhibitors/pharmacology , Inhibitor of Apoptosis Proteins/metabolism , Lung Neoplasms/drug therapy , Proteasome Endopeptidase Complex/metabolism , Proto-Oncogene Proteins c-mdm2/metabolism , Tumor Suppressor Protein p53/metabolism , Cell Death/drug effects , Cell Death/radiation effects , Cell Line, Tumor , Down-Regulation , Histone Deacetylase 2/genetics , Histone Deacetylase 2/metabolism , Humans , Inhibitor of Apoptosis Proteins/genetics , Lung Neoplasms/enzymology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Proteasome Endopeptidase Complex/genetics , Proteasome Inhibitors/pharmacology , Proteolysis , Proto-Oncogene Proteins c-mdm2/genetics , RNA Interference , Survivin , Transfection , Tumor Suppressor Protein p53/genetics , Ubiquitination
6.
Biochem Biophys Res Commun ; 453(3): 438-42, 2014 Oct 24.
Article in English | MEDLINE | ID: mdl-25281537

ABSTRACT

Cyclin A1 is an A-type cyclin that directly binds to CDK2 to regulate cell-cycle progression. In the present study, we found that doxorubicin decreased the expression of cyclin A1 at the protein level in A549 lung cancer cells, while markedly downregulating its mRNA levels. Interestingly, doxorubicin upregulated caspase-1 in a concentration-dependent manner, and z-YAVD-fmk, a specific inhibitor of caspase-1, reversed the doxorubicin-induced decrease in cyclin A1 in A549 lung cancer and MCF7 breast cancer cells. Active caspase-1 effectively cleaved cyclin A1 at D165 into two fragments, which in vitro cleavage assays showed were further cleaved by caspase-3. Finally, we found that overexpression of cyclin A1 significantly reduced the cytotoxicity of doxorubicin, and knockdown of cyclin A1 by RNA interference enhanced the sensitivity of cells to ionizing radiation. Our data suggest a new mechanism for the downregulation of cyclin A1 by DNA-damaging stimuli that could be intimately involved in the cell death induced by DNA damage-inducing stimuli, including doxorubicin and ionizing radiation.


Subject(s)
Caspases/metabolism , Cell Death/genetics , Cyclin A1/metabolism , DNA Damage , Base Sequence , Cell Line, Tumor , DNA Primers , Humans , Proteolysis , Real-Time Polymerase Chain Reaction
7.
Biomed Rep ; 2(5): 737-742, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25054020

ABSTRACT

Lung cancer is one of the main causes of cancer-related mortality. The identification of early diagnostic biomarkers improved outcomes for lung cancer patients. Serum fibrin-fibrinogen degradation products (FDP) levels are elevated in numerous malignancies due to hemostatic alterations. The serum FDP levels were compared to the levels of cytokeratin 19 fragment antigen (CYFRA 21-1), another well-established biomarker. The serum samples from 193 lung cancer patients, 84 healthy controls and 106 patients with benign respiratory diseases were obtained. The serum FDP level was measured using the DR-70 immunoassay and the CYFRA 21-1 level was measured by electrochemiluminescence using the Roche Analytics E170. Receiver operating characteristics curves were used to assess the predictive sensitivity and specificity. The mean serum FDP level in lung cancer patients (35.01±229.02 µg/ml) was significantly higher compared to the 190 non-cancerous subjects (0.60±0.75 µg/ml; P=0.039). The mean serum CYFRA 21-1 level in lung cancer patients (4.50±6.67 ng/ml) was also significantly higher compared to the non-cancerous subjects (1.40±0.83 ng/ml; P<0.05). FDP exhibited clinical sensitivity and specificity of 86 and 75%, respectively, at an optimal cut-off at 0.67 µg/ml. CYFRA 21-1 exhibited clinical sensitivity and specificity of 77 and 74%, respectively, at a cut-off of 1.65 ng/ml. The serum FDP area under the curve (0.87) was slightly higher compared to CYFRA 21-1 (0.83). Therefore, it is apparent that serum FDP is comparable to CYFRA 21-1 as a lung cancer biomarker and can be used for clinical practice.

8.
J Cancer Res Clin Oncol ; 140(12): 2039-46, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25023940

ABSTRACT

PURPOSE: Piperlongumine (PL) has been shown to selectively induce apoptotic cell death in cancer cells via reactive oxygen species (ROS) accumulation. In this study, we characterized a molecular mechanism for PL-induced cell death. METHODS: Cell viability and cell death were assessed by MTT assay and Annexin V-FITC/PI staining, respectively. ROS generation was measured using the H2DCFDA. Small interfering RNA (siRNA) was used for suppressing gene expression. The mRNA and protein expression were analyzed by RT-PCR and Western blot analysis, respectively. RESULTS: We found that PL promotes C/EBP homologous protein (CHOP) induction, which leads to the up-regulation of its targets Bim and DR5. Pretreatment with the ROS scavenger N-acetyl-cysteine abolishes the PL-induced up-regulation of CHOP and its target genes, suggesting an essential role for ROS in PL-induced CHOP activation. The down-regulation of CHOP or Bim with siRNA efficiently attenuates PL-induced cell death, suggesting a critical role for CHOP in this cell death. Furthermore, PL potentiates TRAIL-induced cytotoxicity in breast cancer cells by upregulating DR5, as DR5 knockdown abolished the sensitizing effect of PL on TRAIL responses. CONCLUSIONS: Overall, our data suggest a new mechanism for the PL-induced cell death in which ROS mediates CHOP activation, and combination treatment with PL and TRAIL could be a potential strategy for breast cancer therapy.


Subject(s)
Apoptosis/drug effects , Breast Neoplasms/drug therapy , Dioxolanes/pharmacology , Reactive Oxygen Species/metabolism , TNF-Related Apoptosis-Inducing Ligand/pharmacology , Transcription Factor CHOP/metabolism , Apoptosis Regulatory Proteins/physiology , Bcl-2-Like Protein 11 , Breast Neoplasms/pathology , Cell Line, Tumor , Female , Humans , Membrane Proteins/physiology , Proto-Oncogene Proteins/physiology , Receptors, TNF-Related Apoptosis-Inducing Ligand/physiology
9.
Biochem Biophys Res Commun ; 449(4): 490-5, 2014 Jul 11.
Article in English | MEDLINE | ID: mdl-24845567

ABSTRACT

TWIST1 is implicated in the process of epithelial mesenchymal transition, metastasis, stemness, and drug resistance in cancer cells, and therefore is a potential target for cancer therapy. In the present study, we found that knockdown of TWIST1 by small interfering RNA (siRNA) enhanced arsenic trioxide (ATO)- and ionizing radiation (IR)-induced cell death in non-small-cell lung cancer cells. Interestingly, intracellular reactive oxygen species levels were increased in cells treated with TWIST1 siRNA and further increased by co-treatment with ATO or IR. Pretreatment of lung cancer cells with the antioxidant N-acetyl-cysteine markedly suppressed the cell death induced by combined treatment with TWIST1 siRNA and ATO or IR. Moreover, treatment of cells with TWIST1 siRNA induced mitochondrial membrane depolarization and significantly increased mitochondrial fragmentation (fission) and upregulated the fission-related proteins FIS1 and DRP1. Collectively, our results demonstrate that siRNA-mediated TWIST1 knockdown induces mitochondrial dysfunction and enhances IR- and ATO-induced cell death in lung cancer cells.


Subject(s)
Nuclear Proteins/genetics , Twist-Related Protein 1/genetics , Acetylcysteine/pharmacology , Arsenic Trioxide , Arsenicals , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/radiotherapy , Cell Death/drug effects , Cell Death/radiation effects , Gene Knockdown Techniques , Humans , Membrane Potential, Mitochondrial/drug effects , Nuclear Proteins/biosynthesis , Oxides , RNA, Small Interfering/pharmacology , Radiation, Ionizing , Reactive Oxygen Species/metabolism , Twist-Related Protein 1/biosynthesis
10.
Biochem Biophys Res Commun ; 444(4): 502-8, 2014 Feb 21.
Article in English | MEDLINE | ID: mdl-24472538

ABSTRACT

The PI3K/Akt/mTOR axis in lung cancer is frequently activated and implicated in tumorigenesis. Specific targeting of this pathway is therefore an attractive therapeutic approach for lung cancer. However, non-small cell lung cancer cells are resistant to BEZ235, a dual inhibitor of PI3K and mTOR. Interestingly, blockage of Stat3 with a selective inhibitor, S3I-201, or siRNA dramatically sensitized the BEZ235-induced cell death, as evident from increased PARP cleavage. Furthermore, inhibition of Stat3 led to enhancement of cell death induced by LY294002, a PI3K inhibitor. Treatment of cells with a combination of BEZ235 and S3I-201 significantly induced the proapoptotic transcription factor, CHOP, and its targets, Bim and DR4. Knockdown of CHOP or Bim suppressed cell death stimulated by the combination treatment, implicating the involvement of these BEZ235/S3I-201-induced factors in pronounced cell death. Moreover, the BEZ235/S3I-201 combination enhanced TRAIL-induced cell death. Our results collectively suggest that blockage of Stat3 presents an effective strategy to overcome resistance to PI3K/Akt/mTOR inhibition.


Subject(s)
Benzenesulfonates/pharmacology , Carcinoma, Non-Small-Cell Lung/drug therapy , Imidazoles/pharmacology , Lung Neoplasms/drug therapy , Phosphoinositide-3 Kinase Inhibitors , Protein Kinase Inhibitors/pharmacology , Quinolines/pharmacology , STAT3 Transcription Factor/antagonists & inhibitors , TOR Serine-Threonine Kinases/antagonists & inhibitors , Aminosalicylic Acids/pharmacology , Antineoplastic Agents/pharmacology , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Humans , Lung/drug effects , Lung/metabolism , Lung/pathology , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Phosphatidylinositol 3-Kinases/metabolism , RNA Interference , RNA, Small Interfering/genetics , STAT3 Transcription Factor/genetics , Signal Transduction/drug effects , TOR Serine-Threonine Kinases/metabolism
11.
Biochem Biophys Res Commun ; 437(3): 463-8, 2013 Aug 02.
Article in English | MEDLINE | ID: mdl-23838288

ABSTRACT

Resistance of estrogen receptor-positive breast cancer cells to tamoxifen represents a major barrier to the successful treatment of breast cancer. In the present study, we found that vacuolar H+ ATPase (vATPase) inhibitors, bafilomycin A1 and concanamycin A, sensitize tamoxifen-induced cell death. siRNA targeting ATP6V0C, a 16-kDa hydrophobic proteolipid subunit of vATPase that plays a central role in H+ transport, markedly increased cell death induced by tamoxifen. Interestingly, bafilomycin A1 induced up-regulation of DR4/DR5 and CHOP. Knock-down of CHOP by siRNA suppressed the cell death induced by bafilomycin A1 and tamoxifen, suggesting that bafilomycin A1-mediated CHOP activation sensitizes to tamoxifen. In addition, we found that bafilomycin A1 enhances TRAIL-induced cell death in breast cancer cells. Furthermore, we showed that combination of vATPase inhibitors with tamoxifen also effectively induced cell death in HER2- and ERα-overexpressing breast cancer cells. Overall, our results demonstrate that inhibition of vATPase can potentiate the apoptotic effects of tamoxifen through up-regulation of CHOP.


Subject(s)
Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Tamoxifen/pharmacology , Transcription Factor CHOP/biosynthesis , Up-Regulation/drug effects , Vacuolar Proton-Translocating ATPases/antagonists & inhibitors , Apoptosis/drug effects , Apoptosis/physiology , Breast Neoplasms/pathology , Cell Death/drug effects , Cell Death/physiology , Cell Line, Tumor , Drug Synergism , Female , Gene Knockdown Techniques , Humans , MCF-7 Cells , Tamoxifen/toxicity , Transcription Factor CHOP/antagonists & inhibitors , Transcription Factor CHOP/genetics , Up-Regulation/physiology
12.
Cancer Lett ; 336(2): 319-24, 2013 Aug 19.
Article in English | MEDLINE | ID: mdl-23528835

ABSTRACT

Herein, we show that the constitutive overexpression of Redd1, a negative regulator of mTORC1, induces Akt activation in lung cancer cells. Akt phosphorylation was reduced to basal levels by Rictor siRNA, suggesting the involvement of mTORC2 in this process. Perifosine and PP242, selective inhibitors of Akt and mTORC1/2, respectively, efficiently suppressed the Akt phosphorylation that was induced by the sustained overexpression of Redd1 and increased the sensitivity of the cells to cisplatin. Therefore, the sustained overexpression of Redd1 leads to mTORC1 inhibition and to consequent Akt activation that is involved in cell survival. This finding highlights the importance of Akt activation as a therapeutic target to overcome resistance to chemotherapy.


Subject(s)
Lung Neoplasms/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Transcription Factors/biosynthesis , Cell Survival/physiology , Cisplatin/pharmacology , Enzyme Activation , Humans , Lung Neoplasms/enzymology , Mechanistic Target of Rapamycin Complex 1 , Mechanistic Target of Rapamycin Complex 2 , Multiprotein Complexes/antagonists & inhibitors , Multiprotein Complexes/metabolism , Phosphorylation , Signal Transduction , TOR Serine-Threonine Kinases/antagonists & inhibitors , TOR Serine-Threonine Kinases/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Transfection
13.
Mol Med Rep ; 7(1): 11-5, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23064681

ABSTRACT

Methicillin-resistant Staphylococcus aureus (MRSA) is responsible for many nosocomial and community-acquired infections, resulting in significant morbidity and mortality. A practical way to limit the spread of MRSA is early detection and proper treatment. However, screening culture for MRSA typically requires 2-3 days. The Xpert MRSA assay (Cepheid, Sunnyvale, CA, USA) is a real-time polymerase chain reaction-based assay developed for screening an MRSA-specific DNA sequence within the staphylococcal cassette chromosome in 2 h. Lower respiratory tract specimens, such as transtracheal aspirates (TTAs) and bronchoalveolar lavage fluid (BALF), are commonly obtained from intubated patients. Therefore, using the lower respiratory tract specimens with the Xpert MRSA assay may be a practical tool for patient care. We performed the Xpert MRSA assay on 108 TTA and 21 BALF specimens from 92 patients and compared the results to those obtained by culture. The two assays showed concordant results in 120 (93.0%) cases and discordant results in 9 (7.0%) cases, which were culture­negative and Xpert MRSA-positive. Among the discordant cases, 5 patients developed culture-positive samples 2-15 days after the Xpert MRSA detected MRSA. We conclude that the Xpert MRSA assay is a rapid, sensitive and clinically useful test, particularly for the early detection of MRSA.


Subject(s)
Methicillin-Resistant Staphylococcus aureus/genetics , Reagent Kits, Diagnostic , Real-Time Polymerase Chain Reaction , Staphylococcal Infections/diagnosis , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Real-Time Polymerase Chain Reaction/methods , Reproducibility of Results , Sensitivity and Specificity
14.
J Thorac Oncol ; 6(8): 1313-9, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21642861

ABSTRACT

INTRODUCTION: Histone deacetylase inhibitors (HDACIs) induce growth arrest and apoptosis in cancer cells. In addition to their intrinsic anticancer properties, HDACIs modulate cellular responses to ionizing radiation (IR). We examined the molecular mechanism(s) associated with the radiosensitizing effects of HDACIs in human lung cancer cells. METHODS: Lung cancer cells were pretreated with the appropriate concentrations of suberoylanilide hydroxamic acid or trichostatin A. After 2 hours, cells were irradiated with various doses of γ-IR, and then we performed 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assay, fluorescence-activated cell sorting analysis, clonogenic assay, and Western blotting to detect cell viability or apoptosis and changes of specific proteins expression levels. RESULTS: In this study, we showed that HDACIs (including suberoylanilide hydroxamic acid and trichostatin A) and IR synergistically trigger cell death in human non-small cell lung cancer cells. Cell viability and clonogenic survival were markedly decreased in cultures cotreated with HDACIs and IR. Interestingly, p53 acetylation at lysine 382 was significantly increased, and c-myc expression simultaneously down-regulated in cotreated cells. Radiosensitization by HDACIs was inhibited on transfection with small interfering RNA against p53 and c-myc overexpression, supporting the involvement of p53 and c-myc in this process. Furthermore, c-myc down-regulation and apoptotic cell death coinduced by IR and HDACI were suppressed in cells transfected with mutant K382R p53 and C135Y p53 displaying loss of acetylation at lysine 382 and DNA-binding activity, respectively. CONCLUSIONS: Our results collectively demonstrate that the degree of radiosensitization by HDACIs is influenced by acetyl p53-mediated c-myc down-regulation.


Subject(s)
Carcinoma, Non-Small-Cell Lung/therapy , Histone Deacetylase Inhibitors/pharmacology , Lung Neoplasms/therapy , Proto-Oncogene Proteins c-myc/metabolism , Radiation, Ionizing , Radiation-Sensitizing Agents/pharmacology , Tumor Suppressor Protein p53/metabolism , Acetylation/drug effects , Acetylation/radiation effects , Apoptosis/drug effects , Apoptosis/radiation effects , Blotting, Western , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Proliferation/radiation effects , Combined Modality Therapy , Down-Regulation , Flow Cytometry , Humans , Hydroxamic Acids/pharmacology , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Membrane Potential, Mitochondrial/drug effects , Membrane Potential, Mitochondrial/radiation effects , Mutagenesis, Site-Directed , Mutation/genetics , Proto-Oncogene Proteins c-myc/genetics , Tumor Suppressor Protein p53/genetics , Vorinostat
15.
Biochem Pharmacol ; 82(3): 216-26, 2011 Aug 01.
Article in English | MEDLINE | ID: mdl-21601561

ABSTRACT

Sorafenib, a multikinase inhibitor, is emerging as a promising targeted agent that may possess antitumor activity against a broad range of cancers. The mechanism by which sorafenib induces lung cancer cell death and apoptosis, however, is not understood. In the present study, we provide evidence that sorafenib acts through inhibition of mammalian target of rapamycin (mTOR) to down-regulate survivin and promote apoptotic cell death in human non-small cell lung cancer (NSCLC) cells. Sorafenib induced ATF4-mediated Redd1 expression, leading to mTOR inhibition-the upstream signal for down-regulation of survivin. Overexpression of survivin reduced sorafenib-induced apoptosis, whereas silencing survivin using small interfering RNA (siRNA) enhanced it, supporting the interpretation that down-regulation of survivin is involved in sorafenib-induced cell death in human NSCLC cells. Furthermore, sorafenib abolished the induction of survivin that normally accompanies IGF-1-stimulated mTOR activation. We further found that Redd1-induced mTOR down-regulation and ATF4/CHOP-induced expression of the TRAIL receptor DR5 associated with sorafenib treatment helped sensitize cells to TRAIL-induced apoptosis. Our study suggests that sorafenib mediates apoptotic cell death in human NSCLC cells through Redd1-induced inhibition of mTOR and subsequent down-regulation of survivin, events that are associated with sensitization to TRAIL-induced apoptotic cell death.


Subject(s)
Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Benzenesulfonates/pharmacology , Down-Regulation/drug effects , Inhibitor of Apoptosis Proteins/metabolism , Pyridines/pharmacology , TOR Serine-Threonine Kinases/metabolism , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Gene Expression Regulation, Neoplastic/physiology , Humans , Inhibitor of Apoptosis Proteins/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Niacinamide/analogs & derivatives , Phenylurea Compounds , Sorafenib , Survivin , TOR Serine-Threonine Kinases/genetics
16.
Biochem Biophys Res Commun ; 407(3): 507-11, 2011 Apr 15.
Article in English | MEDLINE | ID: mdl-21414293

ABSTRACT

Redd1 acts as a negative regulator of mTOR in response to various stress conditions, but its specific physiological role is currently unclear. In the present study, we showed that Redd1 inhibits the invasive activity of non-small cell lung cancer (NSCLC) cells. Interestingly, expression of Redd1 was extremely low in H1299 cells displaying high invasiveness, compared with that in H460 cells with lower invasive activity. Overexpression of Redd1 inhibited the invasive activity of H1299 cells, while suppression with specific siRNAs enhanced the invasiveness of H460 cells. Knockdown of the mTOR downstream substrate, S6K, resulted in a decrease in the invasive property of H1299 cells. Our results provide preliminary evidence that Redd1 inhibits the invasive activity of NSCLC cells via suppression of the mTOR downstream pathway.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , TOR Serine-Threonine Kinases/antagonists & inhibitors , Transcription Factors/biosynthesis , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Line, Tumor , Down-Regulation , HeLa Cells , Humans , Lung Neoplasms/metabolism , Neoplasm Invasiveness , TOR Serine-Threonine Kinases/metabolism , Transcription Factors/genetics
17.
Korean J Lab Med ; 30(6): 575-9, 2010 Dec.
Article in Korean | MEDLINE | ID: mdl-21157141

ABSTRACT

BACKGROUND: Late-onset neutropenia (LON) following rituximab therapy has been reported in recent years. However, its incidence has not been reported in Korea. The aim of this study is to investigate the incidence of LON after rituximab therapy in Korean patients with diffuse large B-cell lymphoma (DLBCL). METHODS: Ninety-eight cases of DLBCL treated with rituximab between 2004 and 2008 were evaluated. We identified LON as defined by the neutrophil count of <1.5 × 10(9)/L without apparent cause after the recovery of neutrophil count following rituximab therapy. Bone marrow aspiration and biopsy specimens at the time of neutropenia were available for retrospective review in only 5 of the patients. RESULTS: LON was observed in 15 (15.3%) of the 98 patients. In the bone marrow specimens of the 5 patients, promyelocytes were relatively increased and the maturation index of the granulopoiesis was 2:1-3:1, which reflects maturation arrest. CONCLUSIONS: The incidence of LON following rituximab therapy was 15.3% in Korean patients with DLBCL. Although there are several hypotheses about the causative mechanisms of LON, we suggest that maturation arrest at the promyelocyte stage of granulopoiesis may be one of the mechanisms involved in the development of LON.


Subject(s)
Antibodies, Monoclonal, Murine-Derived/therapeutic use , Antineoplastic Agents/therapeutic use , Lymphoma, Large B-Cell, Diffuse/drug therapy , Neutropenia/epidemiology , Adult , Aged , Antibodies, Monoclonal, Murine-Derived/adverse effects , Antineoplastic Agents/adverse effects , Bone Marrow Cells/pathology , Cell Differentiation , Female , Humans , Male , Middle Aged , Neutropenia/diagnosis , Retrospective Studies , Rituximab
18.
Korean J Lab Med ; 30(6): 718-25, 2010 Dec.
Article in Korean | MEDLINE | ID: mdl-21157161

ABSTRACT

BACKGROUND: One of the major concerns with biobanking is the absence of standard operating procedures to eliminate pre-analytical variation arising from sample collection, preparation, and storage. Currently, there is a lack of tools to carry out quality control procedures for stored blood samples. The aim of this study is to assess the quality of stored blood samples in our biobank and to suggest appropriate indicators for their quality control. METHODS: The stored blood samples that we tested have been registered into our biobank since 2003. These were transferred to our biobank after carrying out routine requested tests, because the samples would have otherwise been discarded. For the purpose of quality control, we analyzed the concentrations and the integrity of DNA and RNA extracted from the stored samples and tested the levels of several serum proteins; the results were compared with the corresponding pre-storage levels. RESULTS: A total of 19 samples were stored from 2006 to 2009. Of the 22 samples stored between 2003 and 2005, 50% showed complete DNA integrity. However, sufficient RNA integrity was noted in only 1 sample stored as recently as 2009. High blood urea nitrogen levels were also noted in the stored sera, but the increase did not correlate to the duration of storage. CONCLUSIONS: The amount and integrity of nucleic acids extracted from stored blood samples are potential indicators that can be used for quality control. A guideline for the quality assessment of stored blood samples in a biobank is urgently needed.


Subject(s)
Blood Banks/standards , DNA/analysis , RNA/analysis , Blood Proteins/chemistry , Blood Proteins/standards , Blood Urea Nitrogen , Clinical Laboratory Techniques , DNA/chemistry , DNA/standards , Quality Control , RNA/chemistry , RNA/standards , Specimen Handling/methods
19.
Int J Oncol ; 36(6): 1445-52, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20428768

ABSTRACT

Low-dose radiation has a variety of effects on cellular activities, including the cell division cycle, apoptosis, proliferation and senescence. However, the effects of low doses of radiation remain controversial. In this study, we examined the effects of low-dose radiation on cellular senescence. We treated MCF7 cells with 0.01 microg/ml doxorubicin to induce replicative senescence, 2 h after exposure to low doses of ionizing radiation of 0.05, 0.1, or 0.2 Gy. The status of p53, senescence-associated beta-galactosidase activity, p38 kinase levels, H2AX levels and ERK/MAPK levels were examined. Low doses of ionizing radiation inhibit doxorubicin-induced senescence in human breast cancer MCF7 cells. The phosphorylations of both p38 MAP kinase and p53 induced by doxorubicin were suppressed by low doses of ionizing radiation. The senescence was inhibited without genomic damage, because the level of gamma-H2AX protein was not changed. Moreover, low doses of ionizing radiation inhibited senescence through the activation of ERK1/2. The results thus suggest that low doses of radiation suppress doxorubicin-induced replicative senescence through the inhibition of p38-dependent phosphorylation of p53 and by activation of ERK1/2, without genomic damage. Overall, our results suggest that low doses of ionizing radiation may have a protective role against replicative senescence induced by doxorubicin.


Subject(s)
Antibiotics, Antineoplastic/pharmacology , Breast Neoplasms/metabolism , Cellular Senescence/radiation effects , Doxorubicin/pharmacology , Extracellular Signal-Regulated MAP Kinases/radiation effects , p38 Mitogen-Activated Protein Kinases/radiation effects , Blotting, Western , Cell Line, Tumor , Cellular Senescence/drug effects , DNA Damage/drug effects , DNA Damage/radiation effects , Enzyme Activation/drug effects , Enzyme Activation/radiation effects , Extracellular Signal-Regulated MAP Kinases/drug effects , Female , Histones/drug effects , Histones/radiation effects , Humans , Phenotype , Phosphorylation , Radiation, Ionizing , Tumor Suppressor Protein p53/drug effects , Tumor Suppressor Protein p53/radiation effects , p38 Mitogen-Activated Protein Kinases/drug effects
20.
Korean J Lab Med ; 30(1): 17-9, 2010 Feb.
Article in Korean | MEDLINE | ID: mdl-20197717

ABSTRACT

Thiazolidinediones (TZD), which are widely used as insulin sensitizers, and fibrates, which are lipid-lowering drugs, are used in the treatment of dyslipidemia that commonly accompanies diabetes. Several reports suggest elevated levels of high-density lipoprotein (HDL) cholesterol, but the paradoxical reduction of HDL cholesterol level during single or combined TZD and fibrate therapies has been occasionally reported. Herein, we report a case of paradoxical decrease in HDL cholesterol and apolipoprotein A-1 levels during rosiglitazone and fenofibrate treatment for the first time in Korea. The patient was a 56-yr-old man presenting with type 2 diabetes mellitus and dyslipidemia. His HDL cholesterol and apolipoprotein A-1 levels returned to normal after the cessation of fenofibrate therapy. Since diabetes is an established risk factor of cardiovascular diseases, low HDL cholesterol can be a key cause of concern for patients with diabetes. Therefore, HDL cholesterol level should be determined before and after starting TZD and/or fibrate therapy in diabetic patients.


Subject(s)
Cholesterol, HDL/blood , Diabetes Mellitus, Type 2/drug therapy , Dyslipidemias/drug therapy , Fenofibrate/therapeutic use , Hypolipidemic Agents/therapeutic use , Thiazolidinediones/therapeutic use , Apolipoprotein A-I/metabolism , Diabetes Mellitus, Type 2/complications , Dyslipidemias/complications , Humans , Male , Middle Aged , Rosiglitazone
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