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1.
Proc Natl Acad Sci U S A ; 120(45): e2307094120, 2023 Nov 07.
Article in English | MEDLINE | ID: mdl-37922327

ABSTRACT

Bone metastasis is a frequent and incurable consequence of advanced prostate cancer (PC). An interplay between disseminated tumor cells and heterogeneous bone resident cells in the metastatic niche initiates this process. Melanoma differentiation associated gene-9 (mda-9/Syntenin/syndecan binding protein) is a prometastatic gene expressed in multiple organs, including bone marrow-derived mesenchymal stromal cells (BM-MSCs), under both physiological and pathological conditions. We demonstrate that PDGF-AA secreted by tumor cells induces CXCL5 expression in BM-MSCs by suppressing MDA-9-dependent YAP/MST signaling. CXCL5-derived tumor cell proliferation and immune suppression are consequences of the MDA-9/CXCL5 signaling axis, promoting PC disease progression. mda-9 knockout tumor cells express less PDGF-AA and do not develop bone metastases. Our data document a previously undefined role of MDA-9/Syntenin in the tumor and microenvironment in regulating PC bone metastasis. This study provides a framework for translational strategies to ameliorate health complications and morbidity associated with advanced PC.


Subject(s)
Bone Neoplasms , Melanoma , Prostatic Neoplasms , Male , Humans , Syntenins/genetics , Syntenins/metabolism , Melanoma/metabolism , Prostatic Neoplasms/genetics , Signal Transduction/genetics , Bone Neoplasms/genetics , Cell Line, Tumor , Tumor Microenvironment , Neoplasm Metastasis
2.
Oncologist ; 29(2): e206-e212, 2024 Feb 02.
Article in English | MEDLINE | ID: mdl-37699115

ABSTRACT

BACKGROUND: Fatigue is common in patients undergoing radiotherapy (RT) and can significantly impact quality of life. Melatonin, a safe inexpensive natural supplement, may improve symptoms and attenuate the side effects of RT. The purpose of this randomized double-blind placebo-controlled phase III trial was to assess the effects of melatonin for preventing fatigue and other symptoms in patients with breast cancer undergoing RT. METHODS: Female early stage or Ductal carcinoma in situ patients with breast cancer ≥18 years of age with Eastern Cooperative Oncology Group (ECOG) performance status <3, hemoglobin ≥9 g/dL, planned for outpatient RT treatment with curative intent, were randomized 1:1 to melatonin 20 mg or placebo, orally, starting the night before RT initiation until 2 weeks post-RT. Randomization was stratified according to treatment duration (<3 weeks, ≥3 weeks) and prior chemotherapy. The primary endpoint was the Functional Assessment of Chronic Illness Therapy-Fatigue (FACIT-Fatigue scale), and secondary endpoints were FACIT-F subscales, Edmonton Symptom Assessment Scale (ESAS), and Patient-Reported Outcomes Measurement Information System (PROMIS) scores obtained at baseline, and 2 and 8 weeks post-RT. A 2-sided ANOVA F-test at a 4.5% significance level for the primary endpoint was used. Secondary analyses were reported using an F-test at a 5% significance level. The goal was to recruit approximately 140 patients with interim analysis planned mid-recruitment. RESULTS: Eighty-five patients were screened for eligibility; 79 patients were randomized: 40 to melatonin and 39 to placebo; 78 patients were treated and included in the interim analysis at the mid-recruitment point. Baseline patient characteristics of age, race, and ECOG performance status were similar in both arms. The treatment effect was studied using a longitudinal mixed effects model with the effect of treatment over time (treatment × time) as the primary outcome parameter. The treatment × time for FACIT-Fatigue did not demonstrate statistical significance (P-value .83) in the melatonin group compared to placebo. In addition, secondary analyses of FACIT physical, social, emotional, and functional well-being scores did not demonstrate statistical significance (P-values of .35, .06, .62, and .71, respectively). Total PROMIS scores, collected as secondary outcome reported by patients, did not demonstrate statistically significant change over time either (P-value is .34). The other secondary scale, ESAS, was analyzed for each individual item and found to be nonsignificant, anxiety (P = .56), well-being (.82), drowsiness (.83), lack of appetite (.35), nausea (.79), pain (.50), shortness of breath (.77), sleep (.45), and tiredness (.56). Depression was the only item demonstrating statistical significance with a decrease of 0.01 unit in the placebo group, a change not considered clinically significant. Melatonin was well-tolerated with no grade 3 or 4 adverse events reported. The most common side effects were headache, somnolence, and abdominal pain. No patients died while participating in this study. Two patients died within a year of study completion from breast cancer recurrence. Sixteen patients withdrew prior to study completion for various reasons including adverse events, hospitalizations unrelated to study drug, RT discontinuation, and COVID-19 precautions. CONCLUSIONS: In this double-blind placebo-controlled phase III trial, melatonin did not prevent or significantly improve fatigue and other symptoms in patients with early stage breast cancer undergoing RT. The analysis, showing little evidence of an effect, at mid-recruitment, assured early termination of the trial.


Subject(s)
Breast Neoplasms , Melatonin , Humans , Female , Infant, Newborn , Melatonin/adverse effects , Breast Neoplasms/complications , Breast Neoplasms/drug therapy , Breast Neoplasms/radiotherapy , Quality of Life , Neoplasm Recurrence, Local/drug therapy , Fatigue/etiology , Fatigue/chemically induced , Dietary Supplements , Double-Blind Method , Treatment Outcome
3.
Hepatology ; 78(6): 1727-1741, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-36120720

ABSTRACT

BACKGROUND AND AIMS: The oncogene Melanoma differentiation associated gene-9/syndecan binding protein (MDA-9/SDCBP) is overexpressed in many cancers, promoting aggressive, metastatic disease. However, the role of MDA-9 in regulating hepatocellular carcinoma (HCC) has not been well studied. APPROACH AND RESULTS: To unravel the function of MDA-9 in HCC, we generated and characterized a transgenic mouse with hepatocyte-specific overexpression of MDA-9 (Alb/MDA-9). Compared with wild-type (WT) littermates, Alb/MDA-9 mice demonstrated significantly higher incidence of N-nitrosodiethylamine/phenobarbital-induced HCC, with marked activation and infiltration of macrophages. RNA sequencing (RNA-seq) in naive WT and Alb/MDA-9 hepatocytes identified activation of signaling pathways associated with invasion, angiogenesis, and inflammation, especially NF-κB and integrin-linked kinase signaling pathways. In nonparenchymal cells purified from naive livers, single-cell RNA-seq showed activation of Kupffer cells and macrophages in Alb/MDA-9 mice versus WT mice. A robust increase in the expression of Secreted phosphoprotein 1 (Spp1/osteopontin) was observed upon overexpression of MDA-9. Inhibition of NF-κB pathway blocked MDA-9-induced Spp1 induction, and knock down of Spp1 resulted in inhibition of MDA-9-induced macrophage migration, as well as angiogenesis. CONCLUSIONS: Alb/MDA-9 is a mouse model with MDA-9 overexpression in any tissue type. Our findings unravel an HCC-promoting role of MDA-9 mediated by NF-κB and Spp1 and support the rationale of using MDA-9 inhibitors as a potential treatment for aggressive HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Melanoma , Mice , Animals , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , NF-kappa B/metabolism , Syntenins/genetics , Syntenins/metabolism , Mice, Transgenic , Cell Line, Tumor
4.
Mov Disord ; 39(5): 855-862, 2024 May.
Article in English | MEDLINE | ID: mdl-38465778

ABSTRACT

BACKGROUND: Intrastriatal delivery of potential therapeutics in Huntington's disease (HD) requires sufficient caudate and putamen volumes. Currently, volumetric magnetic resonance imaging is rarely done in clinical practice, and these data are not available in large research cohorts such as Enroll-HD. OBJECTIVE: The objective of this study was to investigate whether predictive models can accurately classify HD patients who exceed caudate and putamen volume thresholds required for intrastriatal therapeutic interventions. METHODS: We obtained and merged data for 1374 individuals across three HD cohorts: IMAGE-HD, PREDICT-HD, and TRACK-HD/TRACK-ON. We imputed missing data for clinical variables with >72% non-missing values and used the model-building algorithm BORUTA to identify the 10 most important variables. A random forest algorithm was applied to build a predictive model for putamen volume >2500 mm3 and caudate volume >2000 mm3 bilaterally. Using the same 10 predictors, we constructed a logistic regression model with predictors significant at P < 0.05. RESULTS: The random forest model with 1000 trees and minimal terminal node size of 5 resulted in 83% area under the curve (AUC). The logistic regression model retaining age, CAG repeat size, and symbol digit modalities test-correct had 85.1% AUC. A probability cutoff of 0.8 resulted in 5.4% false positive and 66.7% false negative rates. CONCLUSIONS: Using easily obtainable clinical data and machine learning-identified initial predictor variables, random forest, and logistic regression models can successfully identify people with sufficient striatal volumes for inclusion cutoffs. Adopting these models in prescreening could accelerate clinical trial enrollment in HD and other neurodegenerative disorders when volume cutoffs are necessary enrollment criteria. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Caudate Nucleus , Huntington Disease , Magnetic Resonance Imaging , Putamen , Humans , Huntington Disease/diagnostic imaging , Male , Female , Middle Aged , Magnetic Resonance Imaging/methods , Adult , Putamen/diagnostic imaging , Caudate Nucleus/diagnostic imaging , Caudate Nucleus/pathology , Aged , Corpus Striatum/diagnostic imaging , Corpus Striatum/pathology , Cohort Studies
5.
Mov Disord ; 38(3): 474-479, 2023 03.
Article in English | MEDLINE | ID: mdl-36598142

ABSTRACT

BACKGROUND: Cholinergic nucleus 4 (Ch4) degeneration is associated with cognitive impairment in Parkinson's disease and dementia with Lewy bodies, but it is unknown if Ch4 degeneration is also present in isolated rapid eye movement sleep behavior disorder (iRBD). OBJECTIVE: The aim was to determine if there is evidence of Ch4 degeneration in patients with iRBD and if it is associated with cognitive impairment. METHODS: We analyzed the clinical and neuropsychological data of 35 iRBD patients and 35 age- and sex-matched healthy controls. Regional gray matter density (GMD) was calculated for Ch4 using probabilistic maps applied to brain magnetic resonance imaging (MRI). RESULTS: Ch4 GMD was significantly lower in the iRBD group compared to controls (0.417 vs. 0.441, P = 0.02). Ch4 GMD was also found to be a significant predictor of letter number sequencing (ß-coefficient = 58.31, P = 0.026, 95% confidence interval [7.47, 109.15]), a measure of working memory. CONCLUSIONS: iRBD is associated with Ch4 degeneration, and Ch4 degeneration in iRBD is associated with impairment in working memory. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Basal Nucleus of Meynert , Cognitive Dysfunction , REM Sleep Behavior Disorder , Aged , Female , Humans , Male , Basal Nucleus of Meynert/diagnostic imaging , Basal Nucleus of Meynert/pathology , Cognitive Dysfunction/complications , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/pathology , Gray Matter/diagnostic imaging , Gray Matter/pathology , Hippocampus/diagnostic imaging , Hippocampus/pathology , Magnetic Resonance Imaging , Olfactory Bulb/diagnostic imaging , Olfactory Bulb/pathology , REM Sleep Behavior Disorder/complications , REM Sleep Behavior Disorder/diagnostic imaging , REM Sleep Behavior Disorder/pathology , Neural Pathways
6.
Alzheimer Dis Assoc Disord ; 37(1): 66-72, 2023.
Article in English | MEDLINE | ID: mdl-36413637

ABSTRACT

OBJECTIVE: To determine the minimum duration of electroencephalography (EEG) data necessary to differentiate EEG features of Lewy body dementia (LBD), that is, dementia with Lewy bodies and Parkinson disease dementia, from non-LBD patients, that is, Alzheimer disease and Parkinson disease. METHODS: We performed quantitative EEG analysis for 16 LBD and 14 non-LBD patients. After artifact removal, a fast Fourier transform was performed on 90, 60, and thirty 2-second epochs to derive dominant frequency; dominant frequency variability; and dominant frequency prevalence. RESULTS: In LBD patients, there were no significant differences in EEG features derived from 90, 60, and thirty 2-second epochs (all P >0.05). There were no significant differences in EEG features derived from 3 different groups of thirty 2-second epochs (all P >0.05). When analyzing EEG features derived from ninety 2-second epochs, we found that LBD had significantly reduced dominant frequency, reduced dominant frequency variability, and reduced dominant frequency prevalence alpha compared with the non-LBD group (all P <0.05). These same differences were observed between the LBD and non-LBD groups when analyzing thirty 2-second epochs. CONCLUSIONS: There were no differences in EEG features derived from 1 minute versus 3 minutes of EEG data, and both durations of EEG data equally differentiated LBD from non-LBD.


Subject(s)
Alzheimer Disease , Dementia , Lewy Body Disease , Parkinson Disease , Humans , Electroencephalography
7.
Rep Pract Oncol Radiother ; 26(6): 861-868, 2021.
Article in English | MEDLINE | ID: mdl-34992857

ABSTRACT

BACKGROUND: Staple line (SL) recurrences of non-small cell lung cancer (NSCLC) are commonly treated with radiotherapy (RT), but the target volume definition - whole SL versus focused on recurrence - is unclear. The aim of the study was to determine the appropriate target volume for RT of SL recurrences. MATERIALS AND METHODS: Twenty-two consecutive patients (20 stage I, 2 stage II) treated with salvage RT for SL recurrences were retrospectively analyzed. Imaging features at the time of SL recurrence were evaluated to guide target volume definition. RESULTS: Surgery: All patients had complete tumor resection (wedge resection in 10 (45%) and lobectomy in 12 (55%) patients). 14 (64%) patients had risk factors for recurrence, including surgical margins ≤ 2 cm, angiolymphatic and visceral pleural invasion.Salvage RT: After a median 26 months (9-67), all 22 patients developed SL recurrence which was metabolically active on PET in all and biopsy-confirmed in 18/22 (82%) patients. All patients underwent RT targeting the location of the SL recurrence only. 13/22 (59%) patients had additional PE T-negative nodular or linear SL changes that were not included in the irradiated volume.Recurrence after RT: After a median 17 months (9-34) 10/22 (45%) patients recurred either regionally 6/10 (60%), in the lungs 4/10 (40%) or distally 3/10 (30%). No patient recurred at the SL. Two-year overall and disease-free survival rates after RT were 71% and 65%, respectively. CONCLUSION: RT to SL recurrences alone results in excellent local control. Additional treatment to reduce regional and distant recurrences should be considered.

8.
Acta Oncol ; 59(4): 427-433, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31928266

ABSTRACT

Background: Information on the effect of the recurrence pattern on survival for stage I lung cancer following stereotactic ablative radiotherapy (SABR) is limited.Materials and Methods: The recurrence pattern was analyzed for 100 consecutive stage I non-small-cell lung cancer patients treated with SABR using predominantly 12 Gy × 4. Recurrences were classified as local, regional lymph nodes and distant. Distant recurrences included recurrences in the lung and outside the chest. Single lung recurrences were named solitary, if no other location was involved. Kaplan-Meier survival estimates were calculated for different locations of recurrence. Clinical and dosimetrical factors affecting survival were also analyzed.Results: Median follow-up was 32 months (3-123), median age 70 years (49-95). In total, 31 patients had recurrences after a median 21 months (4-60): 5 local; 10 regional; 8 distant outside the chest; 25 non-local lung recurrences, of which 15 were single - 10 of which solitary - and 10 multiple lung nodules. Patients with a solitary lung recurrence had longer survival compared to local or distant recurrences (p = .04 each), and compared to multiple lung nodules (p = .09). 3-year local recurrence-free survival was 92%, disease-free survival 69% and overall survival 59%. On multivariate analysis, disease-free survival was associated with statin use (p = .038) and tumor location (p = .035). Smoking history predicted overall survival (p < .0006).Conclusions: A total of 81% of recurrences involved the lungs. Patients with solitary lung recurrences/second primary lung cancers had the longest overall survival suggesting definitive treatment should be considered. The effects of statin use need to be explored further.


Subject(s)
Lung Neoplasms/mortality , Lymph Nodes/pathology , Neoplasm Recurrence, Local/mortality , Radiosurgery/methods , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Lymph Nodes/surgery , Male , Middle Aged , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/surgery , Neoplasm Staging , Retrospective Studies , Risk Factors , Survival Rate , Treatment Outcome
9.
J Cardiothorac Vasc Anesth ; 34(2): 392-400, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31679997

ABSTRACT

OBJECTIVE: An increasing number of patients undergoing heart transplantation are being bridged with left ventricular assist devices (LVADs). Bridge-to-transplantation (BTT) LVAD has improved wait list survival remarkably. Historically, post-heart transplantation survival in BTT-LVAD patients, however, has remained inferior to that of primary heart transplantation. The authors hypothesized that in the modern era, the difference between post-heart transplantation survival in BTT-LVAD versus primary heart transplantation should be reduced. The objective of the present study was to determine whether there has been a change in survival after heart transplantation in patients with prior LVAD. The present study's cohort was compared with a historical cohort using the United Network of Organ Sharing (UNOS) database from 1995 to 2004.5 DESIGN: Retrospective observational analysis of data from the United Network of Organ Sharing database. SETTINGS: Registry-based, observational, retrospective. PARTICIPANTS: Patients undergoing adult orthotopic heart transplantation, excluding redo transplantation and multiorgan transplantations. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: From the UNOS database, 22,065 patients who underwent heart transplantation between January 1, 2006, and December 31, 2016, were analyzed. Of these, 7,008 (31.76%) patients had prior LVAD (BTT-LVAD). Data analysis was performed with R software (Version 3.5.1) for Kaplan-Meier survival analysis and Cox proportional hazard ratio (HR) modeling to identify variables influencing survival. For patients with prior LVAD, the overall HR was 1.15 (95% confidence interval [CI] 1.07-1.24) for survival. An HR of 3.22 (95% CI 2.23-4.68) for death in patients who received extracorporeal membrane oxygenation post-transplantation and an HR of 0.72 (95% CI 0.58-0.90) for survival in patients whose procedures were performed in high-volume centers performing more than 35 transplantations per year were identified. CONCLUSION: Reduced survival in patients who received an LVAD before heart transplantation persists. However, there may have been a slight improvement in the HR for survival in the study cohort in the recent decade compared with the historical cohort from previous decades. It is intriguing that despite the paramount advances in both technology and clinical practice of LVAD, relatively minor survival benefit, if any, has occurred in post-heart transplantation for patients bridged with prior LVAD.


Subject(s)
Heart Failure , Heart Transplantation , Heart-Assist Devices , Adult , Heart Failure/surgery , Humans , Registries , Retrospective Studies , Treatment Outcome
10.
BMC Bioinformatics ; 20(1): 18, 2019 Jan 09.
Article in English | MEDLINE | ID: mdl-30626315

ABSTRACT

BACKGROUND: Random-effects (RE) models are commonly applied to account for heterogeneity in effect sizes in gene expression meta-analysis. The degree of heterogeneity may differ due to inconsistencies in sample quality. High heterogeneity can arise in meta-analyses containing poor quality samples. We applied sample-quality weights to adjust the study heterogeneity in the DerSimonian and Laird (DSL) and two-step DSL (DSLR2) RE models and the Bayesian random-effects (BRE) models with unweighted and weighted data, Gibbs and Metropolis-Hasting (MH) sampling algorithms, weighted common effect, and weighted between-study variance. We evaluated the performance of the models through simulations and illustrated application of the methods using Alzheimer's gene expression datasets. RESULTS: Sample quality adjusting within study variance (wP6) models provided an appropriate reduction of differentially expressed (DE) genes compared to other weighted functions in classical RE models. The BRE model with a uniform(0,1) prior was appropriate for detecting DE genes as compared to the models with other prior distributions. The precision of DE gene detection in the heterogeneous data was increased with the DSLR2wP6 weighted model compared to the DSLwP6 weighted model. Among the BRE weighted models, the wP6weighted- and unweighted-data models and both Gibbs- and MH-based models performed similarly. The wP6 weighted common-effect model performed similarly to the unweighted model in the homogeneous data, but performed worse in the heterogeneous data. The wP6weighted data were appropriate for detecting DE genes with high precision, while the wP6weighted between-study variance models were appropriate for detecting DE genes with high overall accuracy. Without the weight, when the number of genes in microarray increased, the DSLR2 performed stably, while the overall accuracy of the BRE model was reduced. When applying the weighted models in the Alzheimer's gene expression data, the number of DE genes decreased in all metadata sets with the DSLR2wP6weighted and the wP6weighted between study variance models. Four hundred and forty-six DE genes identified by the wP6weighted between study variance model could be potentially down-regulated genes that may contribute to good classification of Alzheimer's samples. CONCLUSIONS: The application of sample quality weights can increase precision and accuracy of the classical RE and BRE models; however, the performance of the models varied depending on data features, levels of sample quality, and adjustment of parameter estimates.


Subject(s)
Gene Expression Profiling/methods , Gene Expression/genetics , Genome/genetics , Bayes Theorem , Humans , Meta-Analysis as Topic , Research Design
11.
J Med Internet Res ; 21(8): e12811, 2019 08 23.
Article in English | MEDLINE | ID: mdl-31444875

ABSTRACT

BACKGROUND: Although Web-based questionnaires are an efficient, increasingly popular mode of data collection, their utility is often challenged by high participant dropout. Researchers can gain insight into potential causes of high participant dropout by analyzing the dropout patterns. OBJECTIVE: This study proposed the application of and assessed the use of user-specified and existing hypothesis testing methods in a novel setting-survey dropout data-to identify phases of higher or lower survey dropout. METHODS: First, we proposed the application of user-specified thresholds to identify abrupt differences in the dropout rate. Second, we proposed the application of 2 existing hypothesis testing methods to detect significant differences in participant dropout. We assessed these methods through a simulation study and through application to a case study, featuring a questionnaire addressing decision-making surrounding cancer screening. RESULTS: The user-specified method set to a low threshold performed best at accurately detecting phases of high attrition in both the simulation study and test case application, although all proposed methods were too sensitive. CONCLUSIONS: The user-specified method set to a low threshold correctly identified the attrition phases. Hypothesis testing methods, although sensitive at times, were unable to accurately identify the attrition phases. These results strengthen the case for further development of and research surrounding the science of attrition.


Subject(s)
Decision Making , Early Detection of Cancer , Patient Dropouts/statistics & numerical data , Colorectal Neoplasms/diagnosis , Humans , Internet , Surveys and Questionnaires
12.
Hepatology ; 66(2): 466-480, 2017 08.
Article in English | MEDLINE | ID: mdl-28437865

ABSTRACT

Nonalcoholic steatohepatitis (NASH) is the most prevalent cause of chronic liver disease in the Western world. However, an optimum therapy for NASH is yet to be established, mandating more in-depth investigation into the molecular pathogenesis of NASH to identify novel regulatory molecules and develop targeted therapies. Here, we unravel a unique function of astrocyte elevated gene-1(AEG-1)/metadherin in NASH using a transgenic mouse with hepatocyte-specific overexpression of AEG-1 (Alb/AEG-1) and a conditional hepatocyte-specific AEG-1 knockout mouse (AEG-1ΔHEP ). Alb/AEG-1 mice developed spontaneous NASH whereas AEG-1ΔHEP mice were protected from high-fat diet (HFD)-induced NASH. Intriguingly, AEG-1 overexpression was observed in livers of NASH patients and wild-type (WT) mice that developed steatosis upon feeding HFD. In-depth molecular analysis unraveled that inhibition of peroxisome proliferator-activated receptor alpha activity resulting in decreased fatty acid ß-oxidation, augmentation of translation of fatty acid synthase resulting in de novo lipogenesis, and increased nuclear factor kappa B-mediated inflammation act in concert to mediate AEG-1-induced NASH. Therapeutically, hepatocyte-specific nanoparticle-delivered AEG-1 small interfering RNA provided marked protection from HFD-induced NASH in WT mice. CONCLUSION: AEG-1 might be a key molecule regulating initiation and progression of NASH. AEG-1 inhibitory strategies might be developed as a potential therapeutic intervention in NASH patients. (Hepatology 2017;66:466-480).


Subject(s)
Gene Expression Regulation , Membrane Glycoproteins/genetics , Non-alcoholic Fatty Liver Disease/genetics , Non-alcoholic Fatty Liver Disease/pathology , PPAR alpha/metabolism , Analysis of Variance , Animals , Biopsy, Needle , Cells, Cultured , Diet, High-Fat/adverse effects , Disease Models, Animal , Hepatocytes/cytology , Hepatocytes/metabolism , Humans , Immunohistochemistry , Mice , Mice, Inbred CBA , Mice, Transgenic , Random Allocation , Role
13.
J Biol Chem ; 290(25): 15549-15558, 2015 Jun 19.
Article in English | MEDLINE | ID: mdl-25944909

ABSTRACT

Non-thyroidal illness syndrome (NTIS), characterized by low serum 3,5,3'-triiodothyronine (T3) with normal l-thyroxine (T4) levels, is associated with malignancy. Decreased activity of type I 5'-deiodinase (DIO1), which converts T4 to T3, contributes to NTIS. T3 binds to thyroid hormone receptor, which heterodimerizes with retinoid X receptor (RXR) and regulates transcription of target genes, such as DIO1. NF-κB activation by inflammatory cytokines inhibits DIO1 expression. The oncogene astrocyte elevated gene-1 (AEG-1) inhibits RXR-dependent transcription and activates NF-κB. Here, we interrogated the role of AEG-1 in NTIS in the context of hepatocellular carcinoma (HCC). T3-mediated gene regulation was analyzed in human HCC cells, with overexpression or knockdown of AEG-1, and primary hepatocytes from AEG-1 transgenic (Alb/AEG-1) and AEG-1 knock-out (AEG-1KO) mice. Serum T3 and T4 levels were checked in Alb/AEG-1 mice and human HCC patients. AEG-1 and DIO1 levels in human HCC samples were analyzed by immunohistochemistry. AEG-1 inhibited T3-mediated gene regulation in human HCC cells and mouse hepatocytes. AEG-1 overexpression repressed and AEG-1 knockdown induced DIO1 expression. An inverse correlation was observed between AEG-1 and DIO1 levels in human HCC patients. Low T3 with normal T4 was observed in the sera of HCC patients and Alb/AEG-1 mice. Inhibition of co-activator recruitment to RXR and activation of NF-κB were identified to play a role in AEG-1-mediated down-regulation of DIO1. AEG-1 thus might play a role in NTIS associated with HCC and other cancers.


Subject(s)
Carcinoma, Hepatocellular/metabolism , Cell Adhesion Molecules/metabolism , Euthyroid Sick Syndromes/metabolism , Liver Neoplasms/metabolism , Membrane Glycoproteins/metabolism , Neoplasm Proteins/metabolism , Animals , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Cell Adhesion Molecules/genetics , Cell Line, Tumor , Down-Regulation/genetics , Euthyroid Sick Syndromes/etiology , Euthyroid Sick Syndromes/genetics , Gene Expression Regulation, Enzymologic/genetics , Gene Expression Regulation, Neoplastic/genetics , HEK293 Cells , Hepatocytes/metabolism , Hepatocytes/pathology , Humans , Iodide Peroxidase/biosynthesis , Iodide Peroxidase/genetics , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Membrane Glycoproteins/genetics , Membrane Proteins , Mice , Mice, Knockout , NF-kappa B/genetics , NF-kappa B/metabolism , Neoplasm Proteins/genetics , RNA-Binding Proteins , Retinoid X Receptors/genetics , Retinoid X Receptors/metabolism , Triiodothyronine/genetics , Triiodothyronine/metabolism
14.
Hepatology ; 61(3): 915-29, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25065684

ABSTRACT

UNLABELLED: Astrocyte elevated gene-1 (AEG-1) and c-Myc are overexpressed in human hepatocellular carcinoma (HCC) functioning as oncogenes. AEG-1 is transcriptionally regulated by c-Myc, and AEG-1 itself induces c-Myc by activating the Wnt/ß-catenin-signaling pathway. We now document the cooperation of AEG-1 and c-Myc in promoting hepatocarcinogenesis by analyzing hepatocyte-specific transgenic mice expressing either AEG-1 (albumin [Alb]/AEG-1), c-Myc (Alb/c-Myc), or both (Alb/AEG-1/c-Myc). Wild-type and Alb/AEG-1 mice did not develop spontaneous HCC. Alb/c-Myc mice developed spontaneous HCC without distant metastasis, whereas Alb/AEG-1/c-Myc mice developed highly aggressive HCC with frank metastasis to the lungs. Induction of carcinogenesis by N-nitrosodiethylamine significantly accelerated the kinetics of tumor formation in all groups. However, in Alb/AEG-1/c-Myc, the effect was markedly pronounced with lung metastasis. In vitro analysis showed that Alb/AEG-1/c-Myc hepatocytes acquired increased proliferation and transformative potential with sustained activation of prosurvival and epithelial-mesenchymal transition-signaling pathways. RNA-sequencing analysis identified a unique gene signature in livers of Alb/AEG-1/c-Myc mice that was not observed when either AEG-1 or c-Myc was overexpressed. Specifically, Alb/AEG-1/c-Myc mice overexpressed maternally imprinted noncoding RNAs (ncRNAs), such as Rian, Meg-3, and Mirg, which are implicated in hepatocarcinogenesis. Knocking down these ncRNAs significantly inhibited proliferation and invasion by Alb/AEG-1/c-Myc hepatocytes. CONCLUSION: Our studies reveal a novel cooperative oncogenic effect of AEG-1 and c-Myc that might explain the mechanism of aggressive HCC. Alb/AEG-1/c-Myc mice provide a useful model to understand the molecular mechanism of cooperation between these two oncogenes and other molecules involved in hepatocarcinogenesis. This model might also be of use for evaluating novel therapeutic strategies targeting HCC.


Subject(s)
Liver Neoplasms, Experimental/etiology , Membrane Proteins/physiology , Proto-Oncogene Proteins c-myc/physiology , Albumins/analysis , Animals , Carcinogenesis , Cells, Cultured , Epithelial-Mesenchymal Transition , Liver Neoplasms, Experimental/pathology , Lung Neoplasms/secondary , Membrane Proteins/analysis , Mice , Mice, Transgenic , Proto-Oncogene Proteins c-myc/analysis , RNA-Binding Proteins
15.
Nucleic Acids Res ; 42(2): 926-40, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24163099

ABSTRACT

Conventional paradigm ascribes the cell proliferative function of the human oncoprotein mouse double minute2 (MDM2) primarily to its ability to degrade p53. Here we report that in the absence of p53, MDM2 induces replication stress eliciting an early S-phase checkpoint response to inhibit further firing of DNA replication origins. Partially synchronized lung cells cultured from p53-/-:MDM2 transgenic mice enter S phase and induce S-phase checkpoint response earlier than lung cells from p53-/- mice and inhibit firing of DNA replication origins. MDM2 activates chk1 phosphorylation, elevates mixed lineage lymphoma histone methyl transferase levels and promotes checkpoint-dependent tri-methylation of histone H3 at lysine 4, known to prevent firing of late replication origins at the early S phase. In the absence of p53, a condition that disables inhibition of cyclin A expression by MDM2, MDM2 increases expression of cyclin D2 and A and hastens S-phase entry of cells. Consistently, inhibition of cyclin-dependent kinases, known to activate DNA replication origins during firing, inhibits MDM2-mediated induction of chk1 phosphorylation indicating the requirement of this activity in MDM2-mediated chk1 phosphorylation. Our data reveal a novel pathway, defended by the intra-S-phase checkpoint, by which MDM2 induces unscheduled origin firing and accelerates S-phase entry of cells in the absence of p53.


Subject(s)
DNA Replication , Proto-Oncogene Proteins c-mdm2/metabolism , Replication Origin , S Phase Cell Cycle Checkpoints/genetics , Animals , Caffeine/pharmacology , Cell Line , Checkpoint Kinase 1 , Cyclin A/metabolism , Cyclin D2/metabolism , Genes, p53 , Histone-Lysine N-Methyltransferase/metabolism , Histones/metabolism , Humans , Mice , Mice, Knockout , Mice, Transgenic , Protein Kinase Inhibitors/pharmacology , Protein Kinases/metabolism , Proto-Oncogene Proteins c-mdm2/genetics , Replication Origin/drug effects , Stress, Physiological/genetics
16.
J Cachexia Sarcopenia Muscle ; 15(1): 149-158, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38123146

ABSTRACT

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is highly associated with cachexia and weight loss, which is driven by the tumour's effect on the body. Data are lacking on differences in these metrics based on PDAC anatomic location. We hypothesize that the primary tumour's anatomic region influences the prevalence and severity of unintentional weight loss. METHODS: Treatment naïve patients with PDAC who underwent pancreatectomy at a single institution between 2012 and 2020 were identified retrospectively. Patients with pancreatic head or distal tumours were matched by sex, age, N and T stage. Serologic and anthropometric variables were obtained at the time of diagnosis. Skeletal muscle index (SMI), muscle radiation attenuation (MRA) and adiposity were measured. The primary outcome was presence of significant weight loss [>5% body weight (BW) loss in past 6 months]. Signed rank tests, Cochran Mantel Haenszel tests and Kaplan-Meier survival analysis are presented. RNA-seq of tumours was performed to explore enriched pathways related to cachexia and weight loss. RESULTS: Pancreatic head tumours (n = 24) were associated with higher prevalence (70.8% vs. 41.7%, P = 0.081) and degree of weight loss (7.9% vs. 2.5%, P = 0.014) compared to distal tumours (n = 24). BMI (P = 0.642), SMI (P = 0.738) and MRA (P = 0.478) were similar between groups. Combining BW loss, SMI and MRA into a composite score, patients with pancreatic head cancers met more criteria associated with poor prognosis (P = 0.142). Serum albumin (3.9 vs. 4.4 g/dL, P = 0.002) was lower and bilirubin (4.5 vs. 0.4 mg/dL, P < 0.001) were higher with pancreatic head tumours. Survival differed by tumour location (P = 0.014) with numerically higher median overall survival with distal tumours (11.1 vs. 21.8 months; P = 0.066). Transcriptomic analysis revealed inactivation of appetite stimulation, weight regulation and nutrient digestion/metabolism pathways in pancreatic head tumours. CONCLUSIONS: Resectable pancreatic head PDAC is associated with higher prevalence of significant weight loss and more poor prognosis features. Pancreaticobiliary obstruction and hypoalbuminemia in patients with head tumours suggests compounding effects of nutrient malabsorption and systemic inflammation on molecular drivers of cachexia, possibly contributing to shorter survival. Therefore, PDAC-associated cachexia is a heterogenous syndrome, which may be influenced by the primary tumour location. Select patients with resectable pancreatic head tumours may benefit from nutritional rehabilitation to improve outcomes.


Subject(s)
Carcinoma, Pancreatic Ductal , Head and Neck Neoplasms , Pancreatic Neoplasms , Humans , Cachexia/genetics , Cachexia/complications , Retrospective Studies , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Gene Expression Profiling , Head and Neck Neoplasms/complications
17.
BMC Bioinformatics ; 14: 94, 2013 Mar 14.
Article in English | MEDLINE | ID: mdl-23496778

ABSTRACT

BACKGROUND: Networks are ubiquitous in modern cell biology and physiology. A large literature exists for inferring/proposing biological pathways/networks using statistical or machine learning algorithms. Despite these advances a formal testing procedure for analyzing network-level observations is in need of further development. Comparing the behaviour of a pharmacologically altered pathway to its canonical form is an example of a salient one-sample comparison. Locating which pathways differentiate disease from no-disease phenotype may be recast as a two-sample network inference problem. RESULTS: We outline an inferential method for performing one- and two-sample hypothesis tests where the sampling unit is a network and the hypotheses are stated via network model(s). We propose a dissimilarity measure that incorporates nearby neighbour information to contrast one or more networks in a statistical test. We demonstrate and explore the utility of our approach with both simulated and microarray data; random graphs and weighted (partial) correlation networks are used to form network models. Using both a well-known diabetes dataset and an ovarian cancer dataset, the methods outlined here could better elucidate co-regulation changes for one or more pathways between two clinically relevant phenotypes. CONCLUSIONS: Formal hypothesis tests for gene- or protein-based networks are a logical progression from existing gene-based and gene-set tests for differential expression. Commensurate with the growing appreciation and development of systems biology, the dissimilarity-based testing methods presented here may allow us to improve our understanding of pathways and other complex regulatory systems. The benefit of our method was illustrated under select scenarios.


Subject(s)
Gene Regulatory Networks , Models, Biological , Algorithms , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/metabolism , Female , Humans , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism , Systems Biology/methods , Transcriptome
18.
Hepatology ; 56(5): 1782-91, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22689379

ABSTRACT

UNLABELLED: Astrocyte elevated gene-1 (AEG-1) is a key contributor to hepatocellular carcinoma (HCC) development and progression. To enhance our understanding of the role of AEG-1 in hepatocarcinogenesis, a transgenic mouse with hepatocyte-specific expression of AEG-1 (Alb/AEG1) was developed. Treating Alb/AEG-1, but not wild-type (WT) mice, with N-nitrosodiethylamine resulted in multinodular HCC with steatotic features and associated modulation of expression of genes regulating invasion, metastasis, angiogenesis, and fatty acid synthesis. Hepatocytes isolated from Alb/AEG-1 mice displayed profound resistance to chemotherapeutics and growth factor deprivation with activation of prosurvival signaling pathways. Alb/AEG-1 hepatocytes also exhibited marked resistance toward senescence, which correlated with abrogation of activation of a DNA damage response. Conditioned media from Alb/AEG-1 hepatocytes induced marked angiogenesis with elevation in several coagulation factors. Among these factors, AEG-1 facilitated the association of factor XII (FXII) messenger RNA with polysomes, resulting in increased translation. Short interfering RNA-mediated knockdown of FXII resulted in profound inhibition of AEG-1-induced angiogenesis. CONCLUSION: We uncovered novel aspects of AEG-1 functions, including induction of steatosis, inhibition of senescence, and activation of the coagulation pathway to augment aggressive hepatocarcinogenesis. The Alb/AEG-1 mouse provides an appropriate model to scrutinize the molecular mechanism of hepatocarcinogenesis and to evaluate the efficacy of novel therapeutic strategies targeting HCC.


Subject(s)
Carcinoma, Hepatocellular/genetics , Cell Adhesion Molecules/genetics , Cell Transformation, Neoplastic/genetics , Disease Models, Animal , Liver Neoplasms/genetics , Neovascularization, Pathologic/genetics , Animals , Antineoplastic Agents/pharmacology , Carcinoma, Hepatocellular/chemically induced , Carcinoma, Hepatocellular/metabolism , Carcinoma, Hepatocellular/pathology , Cell Adhesion Molecules/metabolism , Cells, Cultured , Cellular Senescence/genetics , Diethylnitrosamine , Doxorubicin/pharmacology , Drug Resistance, Neoplasm/genetics , Factor XII/genetics , Factor XII/metabolism , Fatty Acids/biosynthesis , Fatty Liver/genetics , Fatty Liver/pathology , Fluorouracil/pharmacology , Gene Expression Profiling , Gene Knockdown Techniques , Hepatocytes/drug effects , Hepatocytes/metabolism , Humans , Liver/blood supply , Liver/metabolism , Liver/pathology , Liver Neoplasms/chemically induced , Liver Neoplasms/metabolism , Liver Neoplasms/pathology , Male , Membrane Proteins , Mice , Mice, Transgenic , Neoplasm Invasiveness/genetics , Neoplasm Metastasis , Oligonucleotide Array Sequence Analysis , Polyribosomes , RNA, Messenger/metabolism , RNA-Binding Proteins
19.
J Robot Surg ; 17(4): 1817-1823, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37083993

ABSTRACT

As robotic prostatectomy surgery becomes more prevalent, it is important to identify any regional techniques to optimize patient's recovery. We evaluated the effectiveness of bilateral transversus abdominis plane (TAP) and rectus sheath (RS) blocks with liposomal bupivacaine. We hypothesized that these blocks would reduce perioperative opioid use and pain scores. A retrospective cohort of patients from May 2018 and May 2021 at a single large VA hospital were studied. We compared those not receiving a nerve block against those receiving the TAP and RS as part of an Enhanced Recovery After Surgery (ERAS) pathway starting in May 2019. The primary outcome was post-operative opioid use. Secondary outcomes were post-operative pain scores and hospital length of stay. One hundred and thirty-four patients were included in the final analysis. Eighty-one patients did not receive a block and fifty-three patients did receive a block. No difference existed between the groups in regard to median oral morphine equivalents (mg) used in PACU or any post-operative day. No difference existed in median opioid usage (mg) or pain scores between the two groups on any post-operative day. There was no difference in temporal association of median pain scores or narcotic usage between the two groups. Bilateral TAP and RS with liposomal bupivacaine did not significantly decrease post-operative opioid use, improve pain scores, or decrease hospital length of stay for patients undergoing robotic prostatectomy. Further studies need to be done to evaluate the effect of these blocks with liposomal bupivacaine.


Subject(s)
Bupivacaine , Robotic Surgical Procedures , Male , Humans , Anesthetics, Local , Analgesics, Opioid/therapeutic use , Retrospective Studies , Robotic Surgical Procedures/methods , Pain, Postoperative/drug therapy , Pain, Postoperative/prevention & control , Abdominal Muscles/surgery
20.
Mol Cancer Ther ; 22(10): 1115-1127, 2023 Oct 02.
Article in English | MEDLINE | ID: mdl-37721536

ABSTRACT

Genome-wide gene expression analysis and animal modeling indicate that melanoma differentiation associated gene-9 (mda-9, Syntenin, Syndecan binding protein, referred to as MDA-9/Syntenin) positively regulates melanoma metastasis. The MDA-9/Syntenin protein contains two tandem PDZ domains serving as a nexus for interactions with multiple proteins that initiate transcription of metastasis-associated genes. Although targeting either PDZ domain abrogates signaling and prometastatic phenotypes, the integrity of both domains is critical for full biological function. Fragment-based drug discovery and NMR identified PDZ1i, an inhibitor of the PDZ1 domain that effectively blocks cancer invasion in vitro and in vivo in multiple experimental animal models. To maximize disruption of MDA-9/Syntenin signaling, an inhibitor has now been developed that simultaneously binds and blocks activity of both PDZ domains. PDZ1i was joined to the second PDZ binding peptide (TNYYFV) with a PEG linker, resulting in PDZ1i/2i (IVMT-Rx-3) that engages both PDZ domains of MDA-9/Syntenin. IVMT-Rx-3 blocks MDA-9/Syntenin interaction with Src, reduces NF-κB activation, and inhibits MMP-2/MMP-9 expression, culminating in repression of melanoma metastasis. The in vivo antimetastatic properties of IVMT-Rx-3 are enhanced when combined with an immune-checkpoint inhibitor. Collectively, our results support the feasibility of engineering MDA-9 dual-PDZ inhibitors with enhanced antimetastatic activities and applications of IVMT-Rx-3 for developing novel therapeutic strategies effectively targeting melanoma and in principle, a broad spectrum of human cancers that also overexpress MDA-9/Syntenin.


Subject(s)
Melanoma , Animals , Humans , Melanoma/drug therapy , Melanoma/genetics , Melanoma/metabolism , Syntenins/chemistry , Signal Transduction , Peptides/metabolism
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