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1.
Sci Rep ; 12(1): 8708, 2022 05 24.
Article in English | MEDLINE | ID: mdl-35610268

ABSTRACT

Autoimmune pulmonary alveolar proteinosis (aPAP) is a rare lung disorder involving production of autoantibodies against endogenous granulocyte-macrophage colony-stimulating factor (GM-CSF). This study aimed to identify biomarkers that could be used to monitor for aPAP, particularly in patients treated with anti-GM-CSF antibodies. This was an exploratory, prospective, observational, single-center study. Pre-specified biomarkers were evaluated between baseline and Day 120 in serum/plasma, whole blood, sputum and exhaled breath condensate from patients with aPAP, healthy volunteers, and patients with chronic obstructive pulmonary disease (COPD) and asthma (not treated with anti-GM-CSF and with no evidence of aPAP). Pulmonary function tests were also performed. Overall, 144 individuals were enrolled (aPAP: n = 34, healthy volunteers: n = 24, COPD: n = 40 and asthma: n = 46). Plasma GM-CSF levels were lower, and Krebs von den Lungen 6 and GM-CSF autoantibody ranges were higher, in patients with aPAP compared with other populations. Surfactant proteins-A and -D, lactate dehydrogenase and carcinoembryonic antigen ranges partially or completely overlapped across populations. Most plasma biomarkers showed high sensitivity and specificity for detection of aPAP; GM-CSF and GM-CSF autoantibody concentrations demonstrated equivalent sensitivity for differentiating aPAP. In addition to characteristic GM-CSF autoantibodies, assessment of plasma GM-CSF may identify individuals at risk of developing aPAP.Trial registration: EudraCT, 2012-003475-19. Registered 23 July 2012- https://eudract.ema.europa.eu/ .


Subject(s)
Asthma , Autoimmune Diseases , Pulmonary Alveolar Proteinosis , Pulmonary Disease, Chronic Obstructive , Asthma/complications , Asthma/diagnosis , Autoantibodies , Biomarkers , Granulocyte-Macrophage Colony-Stimulating Factor , Humans , Prospective Studies , Pulmonary Alveolar Proteinosis/diagnosis , Pulmonary Disease, Chronic Obstructive/complications
2.
Pediatr Blood Cancer ; 69(1): e29316, 2022 01.
Article in English | MEDLINE | ID: mdl-34546642

ABSTRACT

BACKGROUND: There is a paucity of knowledge regarding pediatric biomarkers, including the relevance of ErbB pathway aberrations in pediatric tumors. We investigated the occurrence of ErbB receptor aberrations across different pediatric malignancies, to identify patterns of ErbB dysregulation and define biomarkers suitable for patient enrichment in clinical studies. PROCEDURE: Tissue samples from 297 patients with nervous system tumors and rhabdomyosarcoma were analyzed for immunohistochemical expression or gene amplification of epidermal growth factor receptor (EGFR) and human epidermal growth factor receptor 2 (HER2). Exploratory analyses of HER3/HER4 expression, and mRNA expression of ErbB receptors/ligands (NanoString) were performed. Assay validation followed general procedures, with additional validation to address Clinical Laboratory Improvement Amendments (CLIA) requirements. RESULTS: In most tumor types, samples with high ErbB receptor expression were found with heterogeneous distribution. We considered increased/aberrant ErbB pathway activation when greater than or equal to two EGFR/HER2 markers were simultaneously upregulated. ErbB pathway dysregulation was identified in ∼20%-30% of samples for most tumor types (medulloblastoma/primitive neuroectodermal tumors 31.1%, high-grade glioma 27.1%, neuroblastoma 22.7%, rhabdomyosarcoma 23.1%, ependymoma 18.8%), 4.2% of diffuse intrinsic pontine gliomas, and no recurrent or refractory low-grade astrocytomas. In medulloblastoma/primitive neuroectodermal tumors and neuroblastoma, this was attributed mainly to high EGFR polysomy/HER2 amplification, whereas EGFR gene amplification was observed in some high-grade glioma samples. EGFR/HER2 overexpression was most prevalent in ependymoma. CONCLUSIONS: Overexpression and/or amplification of EGFR/HER2 were identified as potential enrichment biomarkers for clinical trials of ErbB-targeted drugs.


Subject(s)
Nervous System Neoplasms , Rhabdomyosarcoma , Child , ErbB Receptors , Humans
3.
BMJ Open ; 11(3): e042526, 2021 03 22.
Article in English | MEDLINE | ID: mdl-33753437

ABSTRACT

INTRODUCTION: A better understanding is needed of the different phenotypes that exist for patients with chronic obstructive pulmonary disease (COPD), their relationship with the pathogenesis of COPD and how they may affect disease progression. Biomarkers, including those associated with emphysema, may assist in characterising patients and in predicting and monitoring the course of disease. The FOOTPRINTS study (study 352.2069) aims to identify biomarkers associated with emphysema, over a 3-year period. METHODS AND ANALYSIS: The FOOTPRINTS study is a prospective, longitudinal, multinational (12 countries), multicentre (51 sites) biomarker study, which has enrolled a total of 463 ex-smokers, including subjects without airflow limitation (as defined by the 2015 Global Initiative for Chronic Obstructive Lung Disease (GOLD) strategy report), patients with COPD across the GOLD stages 1-3 and patients with COPD and alpha1-antitrypsin deficiency. The study has an observational period lasting 156 weeks that includes seven site visits and additional phone interviews. Biomarkers in blood and sputum, imaging data (CT and magnetic resonance), clinical parameters, medical events of special interest and safety are being assessed at regular visits. Disease progression based on biomarker values and COPD phenotypes are being assessed using multivariate statistical prediction models. ETHICS AND DISSEMINATION: The study protocol was approved by the authorities and ethics committees/institutional review boards of the respective institutions where applicable, which included study sites in Belgium, Canada, Denmark, Finland, Germany, Japan, Korea, Poland, Spain, Sweden, UK and USA; written informed consent has been obtained from all study participants. Ethics committee approval was obtained for all participating sites prior to enrolment of the study participants. The study results will be reported in peer-reviewed publications. TRIAL REGISTRATION NUMBER: NCT02719184.


Subject(s)
Pulmonary Disease, Chronic Obstructive , Tomography, X-Ray Computed , Belgium , Canada , Finland , Germany , Humans , Japan , Observational Studies as Topic , Phenotype , Poland , Prospective Studies , Republic of Korea , Spain , Sweden
4.
Lancet Respir Med ; 7(9): 771-779, 2019 09.
Article in English | MEDLINE | ID: mdl-31326319

ABSTRACT

BACKGROUND: A hallmark of idiopathic pulmonary fibrosis is the excess accumulation of extracellular matrix in the lungs. Degradation of extracellular matrix generates free-circulating protein fragments called neoepitopes. The aim of the INMARK trial was to investigate changes in neoepitopes as predictors of disease progression in patients with idiopathic pulmonary fibrosis and the effect of nintedanib on these biomarkers. METHODS: In this randomised, double-blind, placebo-controlled trial, patients with a diagnosis of idiopathic pulmonary fibrosis within the past 3 years and forced vital capacity (FVC) of 80% predicted or higher were eligible to participate. Patients were recruited from hospitals, private practices, clinical research units, and academic medical centres. Patients were randomly assigned (1:2) with the use of a pseudo-random number generator to receive oral nintedanib 150 mg twice a day or placebo for 12 weeks in a double-blind fashion, followed by open-label nintedanib for 40 weeks. The primary endpoint was the rate of change in C-reactive protein (CRP) degraded by matrix metalloproteinases 1 and 8 (CRPM) from baseline to week 12 in the intention-to-treat population. The trial has been completed and is registered with ClinicalTrials.gov, number NCT02788474, and with the European Clinical Trials Database, number 2015-003148-38. FINDINGS: Between June 27, 2016, and May 15, 2017, 347 patients were randomly assigned to the nintedanib group (n=116) or to the placebo group (n=231). One patient from the placebo group was not treated owing to a randomisation error. At baseline, mean FVC was 97·5% (SD 13·5) predicted. In the double-blind period, 116 patients received nintedanib and 230 patients received placebo. The rate of change in CRPM from baseline to week 12 was -2·57 × 10-3 ng/mL/month in the nintedanib group and -1·90 × 10-3 ng/mL/month in the placebo group (between-group difference -0·66 × 10-3 ng/mL/month [95% CI -6·21 × 10-3 to 4·88 × 10-3]; p=0·8146). The adjusted rate of change in FVC over 12 weeks was 5·9 mL in the nintedanib group and -70·2 mL in the placebo group (difference 76·1 mL/12 weeks [31·7 to 120·4]). In patients who received placebo for 12 weeks followed by open-label nintedanib, rising concentrations of CRPM over 12 weeks were associated with disease progression (absolute decline in FVC ≥10% predicted or death) over 52 weeks. In the double-blind period, serious adverse events were reported in eight (7%) patients given nintedanib and 18 (8%) patients given placebo. Grade 3 diarrhoea was reported in two (2%) patients in the nintedanib group and two (1%) patients in the placebo group. No patients had grade 4 diarrhoea. INTERPRETATION: In patients with idiopathic pulmonary fibrosis and preserved lung function, treatment with nintedanib versus placebo for 12 weeks did not affect the rate of change in CRPM but was associated with a reduced rate of decline in FVC. These results suggest that change in CRPM is not a marker of response to nintedanib in patients with idiopathic pulmonary fibrosis. FUNDING: Boehringer Ingelheim.


Subject(s)
Extracellular Matrix/drug effects , Idiopathic Pulmonary Fibrosis/drug therapy , Indoles/pharmacology , Protein Kinase Inhibitors/pharmacology , Aged , Biomarkers/metabolism , Disease Progression , Double-Blind Method , Extracellular Matrix/metabolism , Female , Humans , Idiopathic Pulmonary Fibrosis/metabolism , Indoles/therapeutic use , Male , Protein Kinase Inhibitors/therapeutic use , Treatment Outcome , Vital Capacity
5.
PLoS One ; 11(11): e0166352, 2016.
Article in English | MEDLINE | ID: mdl-27832175

ABSTRACT

Chronic Obstructive Pulmonary Disease (COPD) is a highly prevalent condition characterized by inflammation and progressive obstruction of the airways. At present, there is no treatment that suppresses the chronic inflammation of the disease, and COPD patients often succumb to the condition. Excessive oxidative stress caused by smoke inhalation is a major driving force of the disease. The transcription factor NRF2 is a critical player in the battle against oxidative stress and its function is impaired in COPD. Increasing NRF2 activity may therefore be a viable therapeutic option for COPD treatment. We show that down regulation of KEAP1, a NRF2 inhibitor, protects primary human lung epithelial cells from cigarette-smoke-extract (CSE) induced cell death in an established in vitro model of radical stress. To identify new potential drug targets with a similar effect, we performed a siRNA screen of the 'druggable' genome using a NRF2 transcriptional reporter cell line. This screen identified multiple genes that when down regulated increased NRF2 transcriptional activity and provided a survival benefit in the in vitro model. Our results suggest that inhibiting components of the ubiquitin-proteasome system will have the strongest effects on NRF2 transcriptional activity by increasing NRF2 levels. We also find that down regulation of the small GTPase Rab28 or the Estrogen Receptor ESRRA provide a survival benefit. Rab28 knockdown increased NRF2 protein levels, indicating that Rab28 may regulate NRF2 proteolysis. Conversely ESRRA down regulation increased NRF2 transcriptional activity without affecting NRF2 levels, suggesting a proteasome-independent mechanism.


Subject(s)
Bronchi/cytology , Gene Expression Regulation , NF-E2-Related Factor 2/genetics , Oxidative Stress , Respiratory Mucosa/cytology , Smoking/adverse effects , Bronchi/metabolism , Cell Death , Cell Survival , Cells, Cultured , Drug Discovery , HEK293 Cells , Humans , Kelch-Like ECH-Associated Protein 1/genetics , Molecular Targeted Therapy , NAD(P)H Dehydrogenase (Quinone)/genetics , Pulmonary Disease, Chronic Obstructive/drug therapy , Pulmonary Disease, Chronic Obstructive/genetics , RNA Interference , Respiratory Mucosa/metabolism , Up-Regulation
6.
Article in English | MEDLINE | ID: mdl-27521052

ABSTRACT

INTRODUCTION: Field potential duration in human pluripotent stem cell (hiPSC)-derived cardiomyocytes is discussed as parameter for the assessment of drug-induced delayed repolarization. In spontaneously beating hiPSC-derived cardiomyocytes field potential duration varies depending on beating rate but beating rate can also be influenced by field potential duration. This interdependence is not fully understood and therefore mandates careful data analysis and cautious interpretation of the results. METHODS: We analysed data from several types of hiPSC-derived cardiomyocytes and, for comparison, primary embryonic chick cardiomyocytes using reference compounds to study the relationship between spontaneous rate and field potential duration. Based on such data we developed a method based on a regression model of drug-induced changes in the inter-beat interval versus changes in the field potential duration to distinguish primary rate from repolarisation effects. RESULTS: We demonstrate the application of this approach with reference and research compounds. Cells from different sources differed with regard to the direct or indirect effects of reference compounds on spontaneous beating. All cell types showed an adaptation of field potential duration upon rate changes induced by reference compounds, however, the adaptation of the spontaneous rate after compound-induced changes in field potential duration varied considerably between cell types. DISCUSSION: As shown by comparison with data from guinea pig papillary muscle, an ex vivo model with a fixed stimulation rate, this approach is more appropriate than the application of correction algorithms routinely used for in vivo data since such algorithms do not account for a dependence of rate on field potential duration.


Subject(s)
Action Potentials/physiology , Induced Pluripotent Stem Cells/cytology , Models, Cardiovascular , Myocardial Contraction/physiology , Myocytes, Cardiac/physiology , Action Potentials/drug effects , Animal Use Alternatives , Animals , Cell Culture Techniques , Cells, Cultured , Chick Embryo , Guinea Pigs , Heart Rate/drug effects , Heart Rate/physiology , Humans , Myocardial Contraction/drug effects , Myocytes, Cardiac/drug effects , Papillary Muscles/drug effects , Papillary Muscles/physiology , Time Factors
7.
J Pharmacol Toxicol Methods ; 75: 91-100, 2015.
Article in English | MEDLINE | ID: mdl-25921432

ABSTRACT

INTRODUCTION: Human induced pluripotent stem cell-derived cardiomyocytes are available from various sources and they are being evaluated for safety testing. Several platforms are available offering different assay principles and read-out parameters: patch-clamp and field potential recording, imaging or photometry, impedance measurement, and recording of contractile force. Routine use will establish which assay principle and which parameters best serve the intended purpose. METHODS: We introduce a combination of field potential recording and calcium ratiometry from spontaneously beating cardiomyocytes as a novel assay providing a complementary read-out parameter set. Field potential recording is performed using a commercial multi-well multi-electrode array platform. Calcium ratiometry is performed using a fiber optic illumination and silicon avalanche photodetectors. Data condensation and statistical analysis are designed to enable statistical inference of differences and equivalence with regard to a solvent control. RESULTS: Simultaneous recording of field potentials and calcium transients from spontaneously beating monolayers was done in a nine-well format. Calcium channel blockers (e.g. nifedipine) and a blocker of calcium store release (ryanodine) can be recognized and discriminated based on the calcium transient signal. An agonist of L-type calcium channels, FPL 64176, increased and prolonged the calcium transient, whereas BAY K 8644, another L-type calcium channel agonist, had no effect. Both FPL 64176 and various calcium channel antagonists have chronotropic effects, which can be discriminated from typical "chronotropic" compounds, like (±)isoprenaline (positive) and arecaidine propargyl ester (negative), based on their effects on the calcium transient. DISCUSSION: Despite technical limitations in temporal resolution and exact matching of composite calcium transient with the field potential of a subset of cells, the combined recording platform enables a refined interpretation of the field potential recording and a more reliable identification of drug effects on calcium handling.


Subject(s)
Calcium/metabolism , Induced Pluripotent Stem Cells/cytology , Myocytes, Cardiac/drug effects , Radiometry/methods , Calcium Channel Blockers/pharmacology , Cells, Cultured , Fluorescent Dyes/chemistry , Fura-2/chemistry , Humans , Nifedipine/pharmacology , Pyrroles/pharmacology , Ryanodine/pharmacology
8.
Diabetologia ; 57(9): 1869-75, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24906949

ABSTRACT

AIMS/HYPOTHESIS: Individuals carrying variants of the transcription factor 7-like 2 gene (TCF7L2) are at increased risk for type 2 diabetes. These metabolic genetic risk factors have been linked to diminished pancreatic islet-cell responsiveness to incretins, thus pharmacological interventions aimed at amplifying endogenous incretin biology may be affected. However, clinical evidence from randomised controlled trials so far is lacking. We investigated the influence of TCF7L2 risk alleles on the response to treatment with the dipeptidylpeptidase-4 (DPP-4) inhibitor linagliptin from four 24 week, phase III, placebo-controlled trials. METHODS: Pharmacogenomic samples and clinical data were available from 961 patients with type 2 diabetes. Whole-blood DNA samples were genotyped for TCF7L2 single-nucleotide polymorphisms in conjunction with assessments of 24 week changes in HbA1c. RESULTS: Linagliptin lowered HbA1c meaningfully in all three genotypes of rs7903146 (non-risk variant carriers CC [n = 356]: -0.82% [-9.0 mmol/mol], p < 0.0001; heterozygous CT [n = 264]: -0.77% [-8.4 mmol/mol], p < 0.0001; homozygous risk variant carriers TT [n = 73]: -0.57% [-6.2 mmol/mol], p < 0.0006). No significant treatment differences were seen between CC and CT patients, although HbA1c response was reduced in TT compared with CC patients (~0.26% [~2.8 mmol/mol], p = 0.0182). CONCLUSIONS/INTERPRETATION: Linagliptin significantly improved hyperglycaemia in patients with type 2 diabetes both with and without the TCF7L2 gene diabetes risk alleles. However, differences in treatment response were observed, indicating that diabetes susceptibility genes may be an important contributor to the inter-individual variability of treatment response.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/genetics , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Purines/therapeutic use , Quinazolines/therapeutic use , Transcription Factor 7-Like 2 Protein/genetics , Alleles , Genetic Predisposition to Disease/genetics , Humans , Linagliptin
9.
PLoS One ; 5(12): e14272, 2010 Dec 10.
Article in English | MEDLINE | ID: mdl-21170314

ABSTRACT

A phenocopy is defined as an environmentally induced phenotype of one individual which is identical to the genotype-determined phenotype of another individual. The phenocopy phenomenon has been translated to the drug discovery process as phenotypes produced by the treatment of biological systems with new chemical entities (NCE) may resemble environmentally induced phenotypic modifications. Various new chemical entities exerting inhibition of the kinase activity of Transforming Growth Factor ß Receptor I (TGF-ßR1) were qualified by high-throughput RNA expression profiling. This chemical genomics approach resulted in a precise time-dependent insight to the TGF-ß biology and allowed furthermore a comprehensive analysis of each NCE's off-target effects. The evaluation of off-target effects by the phenocopy approach allows a more accurate and integrated view on optimized compounds, supplementing classical biological evaluation parameters such as potency and selectivity. It has therefore the potential to become a novel method for ranking compounds during various drug discovery phases.


Subject(s)
Drug Design , Drug Discovery , Cell Line, Tumor , Drug Industry/methods , Gene Expression Profiling , Gene Expression Regulation , Genomics , Humans , Models, Chemical , Nucleic Acid Hybridization , Oligonucleotides, Antisense/genetics , Phenotype , Protein Serine-Threonine Kinases/metabolism , RNA/metabolism , RNA, Small Interfering/metabolism , Receptor, Transforming Growth Factor-beta Type I , Receptors, Transforming Growth Factor beta/metabolism
10.
BMC Genomics ; 11: 349, 2010 Jun 02.
Article in English | MEDLINE | ID: mdl-20525181

ABSTRACT

BACKGROUND: Normalization of microarrays is a standard practice to account for and minimize effects which are not due to the controlled factors in an experiment. There is an overwhelming number of different methods that can be applied, none of which is ideally suited for all experimental designs. Thus, it is important to identify a normalization method appropriate for the experimental setup under consideration that is neither too negligent nor too stringent. Major aim is to derive optimal results from the underlying experiment. Comparisons of different normalization methods have already been conducted, none of which, to our knowledge, comparing more than a handful of methods. RESULTS: In the present study, 25 different ways of pre-processing Illumina Sentrix BeadChip array data are compared. Among others, methods provided by the BeadStudio software are taken into account. Looking at different statistical measures, we point out the ideal versus the actual observations. Additionally, we compare qRT-PCR measurements of transcripts from different ranges of expression intensities to the respective normalized values of the microarray data. Taking together all different kinds of measures, the ideal method for our dataset is identified. CONCLUSIONS: Pre-processing of microarray gene expression experiments has been shown to influence further downstream analysis to a great extent and thus has to be carefully chosen based on the design of the experiment. This study provides a recommendation for deciding which normalization method is best suited for a particular experimental setup.


Subject(s)
Oligonucleotide Array Sequence Analysis/statistics & numerical data , Analysis of Variance , Cell Line , Gene Expression Profiling , Humans , RNA, Small Interfering/genetics , Reverse Transcriptase Polymerase Chain Reaction , Taq Polymerase/metabolism , Time Factors , Transforming Growth Factor beta/pharmacology
11.
J Cell Biochem ; 110(5): 1234-43, 2010 Aug 01.
Article in English | MEDLINE | ID: mdl-20564218

ABSTRACT

Proliferation of non-transformed cells is regulated by cell-cell contacts, which are referred to as contact-inhibition. Vice versa, transformed cells are characterised by a loss of contact-inhibition. Despite its generally accepted importance for cell-cycle control, little is known about the intracellular signalling pathways involved in contact-inhibition. Unravelling the molecular mechanisms of contact-inhibition and its loss during tumourigenesis will be an important step towards the identification of novel target genes in tumour diagnosis and treatment. To better understand the underlying molecular mechanisms we identified the transcriptional programme of contact-inhibition in NIH3T3 fibroblast using high-density microarrays. Setting the cut off: >or=1.5-fold, P or=2-fold, P

Subject(s)
Cell Cycle Proteins/genetics , Contact Inhibition/genetics , Fibroblasts/metabolism , Gene Expression Profiling , Animals , Blotting, Western , Cell Cycle/genetics , Cell Cycle Proteins/metabolism , Fibroblasts/cytology , Flow Cytometry , Mice , NIH 3T3 Cells , Oligonucleotide Array Sequence Analysis , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/genetics
12.
Naunyn Schmiedebergs Arch Pharmacol ; 381(6): 573-9, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20422156

ABSTRACT

Flibanserin, a 5-HT(1A) receptor agonist and 5-HT(2A) receptor antagonist, is being developed for the treatment of hypoactive sexual desire disorder (HSDD) in pre-menopausal women. Here, we investigated the effects of acute administration of flibanserin (15 and 45 mg/kg, p.o.) and the selective 5-HT(1A) receptor agonist (+)-8-OH-DPAT (1 mg/kg, i.p.) on neurotransmitter levels in brain areas of female rats. Specifically, levels of dopamine (DA) and serotonin (5-HT) and neurotransmitter metabolites were examined in prefrontal cortex (PFC), nucleus accumbens, hypothalamus and brain stem using high performance liquid chromatography coupled to electrochemical detection. In addition, spontaneous motor activity was determined in an automated motor activity system. Flibanserin (45 mg/kg) but not (+)-8-OH-DPAT significantly reduced motor activity, when compared to vehicle controls. Specifically, the DA turnover was significantly increased (279%) in the PFC after flibanserin treatment but less pronounced (159%) after 8-OH-DPAT administration. Serotonin tissue levels were not altered in any of the investigated brain regions upon flibanserin treatment. However, flibanserin produced a significant decrease of the major serotonin metabolite 5-hydroxyindoleacetic acid and 5-HT turnover in the PFC, nucleus accumbens, hypothalamus and brain stem similar to (+)-8-OH-DPAT. In conclusion, the present study indicates that flibanserin is able to modulate dopaminergic and serotonergic activity in distinct brain areas. The observed effects in the PFC on dopaminergic markers are different from those induced by (+)-8-OH-DPAT and may contribute to its therapeutic efficacy in HSDD. The effects of flibanserin on spontaneous motor behaviour are in agreement with its receptor profile and underscore that flibanserin is devoid of any locomotor hyperactivity inducing properties.


Subject(s)
Benzimidazoles/pharmacology , Brain Chemistry/drug effects , Motor Activity/drug effects , 8-Hydroxy-2-(di-n-propylamino)tetralin/pharmacology , Animals , Benzimidazoles/administration & dosage , Dopamine/metabolism , Dose-Response Relationship, Drug , Female , Neurotransmitter Agents/metabolism , Rats , Serotonin/metabolism , Serotonin 5-HT1 Receptor Agonists , Serotonin 5-HT2 Receptor Antagonists , Sexual Dysfunctions, Psychological/drug therapy
13.
Biom J ; 52(1): 50-69, 2010 Feb.
Article in English | MEDLINE | ID: mdl-20166132

ABSTRACT

The Cox proportional hazards regression model is the most popular approach to model covariate information for survival times. In this context, the development of high-dimensional models where the number of covariates is much larger than the number of observations (p>>n) is an ongoing challenge. A practicable approach is to use ridge penalized Cox regression in such situations. Beside focussing on finding the best prediction rule, one is often interested in determining a subset of covariates that are the most important ones for prognosis. This could be a gene set in the biostatistical analysis of microarray data. Covariate selection can then, for example, be done by L(1)-penalized Cox regression using the lasso (Tibshirani (1997). Statistics in Medicine 16, 385-395). Several approaches beyond the lasso, that incorporate covariate selection, have been developed in recent years. This includes modifications of the lasso as well as nonconvex variants such as smoothly clipped absolute deviation (SCAD) (Fan and Li (2001). Journal of the American Statistical Association 96, 1348-1360; Fan and Li (2002). The Annals of Statistics 30, 74-99). The purpose of this article is to implement them practically into the model building process when analyzing high-dimensional data with the Cox proportional hazards model. To evaluate penalized regression models beyond the lasso, we included SCAD variants and the adaptive lasso (Zou (2006). Journal of the American Statistical Association 101, 1418-1429). We compare them with "standard" applications such as ridge regression, the lasso, and the elastic net. Predictive accuracy, features of variable selection, and estimation bias will be studied to assess the practical use of these methods. We observed that the performance of SCAD and adaptive lasso is highly dependent on nontrivial preselection procedures. A practical solution to this problem does not yet exist. Since there is high risk of missing relevant covariates when using SCAD or adaptive lasso applied after an inappropriate initial selection step, we recommend to stay with lasso or the elastic net in actual data applications. But with respect to the promising results for truly sparse models, we see some advantage of SCAD and adaptive lasso, if better preselection procedures would be available. This requires further methodological research.


Subject(s)
Proportional Hazards Models , Breast Neoplasms/genetics , Computer Simulation , Female , Gene Expression , Humans , Leukemia, Myeloid, Acute/genetics , Survival Analysis
14.
J Sex Med ; 7(5): 1757-67, 2010 May.
Article in English | MEDLINE | ID: mdl-20163532

ABSTRACT

INTRODUCTION: Hypoactive sexual desire disorder (HSDD) is defined as persistent lack of sexual fantasies or desire marked by distress. With a prevalence of 10% it is the most common form of female sexual dysfunction. Recently, the serotonin-1A (5-HT(1A)) receptor agonist and the serotonin-2A (5-HT(2A)) receptor antagonist flibanserin were shown to be safe and efficacious in premenopausal women suffering from HSDD in phase III clinical trials. AIM: The current study aims to assess the effect of flibanserin on neurotransmitters serotonin (5-HT), norepinephrine (NE), dopamine (DA), glutamate, and gamma-aminobutyric acid (GABA) in brain areas associated with sexual behavior. METHODS: Flibanserin was administered to female Wistar rats (280-350 g). Microdialysis probes were stereotactically inserted into the mPFC, NAC, or MPOA, under isoflurane anesthesia. The extracellular levels of neurotransmitters were assessed in freely moving animals, 24 hours after the surgery. MAIN OUTCOME MEASURES: Dialysate levels of DA, NE, and serotonin from medial prefrontal cortex (mPFC), nucleus accumbens (NAC), and hypothalamic medial preoptic area (MPOA) from female rats. RESULTS: Acute flibanserin administration decreased 5-HT and increased NE levels in all tested areas. DA was increased in mPFC and MPOA, but not in the NAC. Basal levels of NE in mPFC and NAC and of DA in mPFC were increased upon repeated flibanserin administration, when compared to vehicle-treated animals. The basal levels of 5-HT were not altered by repeated flibanserin administration, but basal DA and NE levels were increased in the mPFC. Glutamate and GABA levels remained unchanged following either repeated or acute flibanserin treatment. CONCLUSIONS: Systemic administration of flibanserin to female rats differentially affects the monoamine systems of the brain. This may be the mechanistic underpinning of flibanserin's therapeutic efficacy in HSDD, as sexual behavior is controlled by an intricate interplay between stimulatory (catecholaminergic) and inhibitory (serotonergic) systems.


Subject(s)
Benzimidazoles/pharmacology , Brain/drug effects , Neurotransmitter Agents/metabolism , Serotonin 5-HT1 Receptor Agonists , Serotonin 5-HT2 Receptor Agonists , Animals , Dopamine/metabolism , Dose-Response Relationship, Drug , Female , Microdialysis , Norepinephrine/metabolism , Nucleus Accumbens/drug effects , Prefrontal Cortex/drug effects , Preoptic Area/drug effects , Rats , Rats, Wistar , Serotonin/metabolism
15.
PLoS One ; 4(8): e6779, 2009 Aug 26.
Article in English | MEDLINE | ID: mdl-19707560

ABSTRACT

Alzheimer's disease (AD) is characterized by neuronal degeneration and cell loss. Abeta(42), in contrast to Abeta(40), is thought to be the pathogenic form triggering the pathological cascade in AD. In order to unravel overall gene regulation we monitored the transcriptomic responses to increased or decreased Abeta(40) and Abeta(42) levels, generated and derived from its precursor C99 (C-terminal fragment of APP comprising 99 amino acids) in human neuroblastoma cells. We identified fourteen differentially expressed transcripts by hierarchical clustering and discussed their involvement in AD. These fourteen transcripts were grouped into two main clusters each showing distinct differential expression patterns depending on Abeta(40) and Abeta(42) levels. Among these transcripts we discovered an unexpected inverse and strong differential expression of neurogenin 2 (NEUROG2) and KIAA0125 in all examined cell clones. C99-overexpression had a similar effect on NEUROG2 and KIAA0125 expression as a decreased Abeta(42)/Abeta(40) ratio. Importantly however, an increased Abeta(42)/Abeta(40) ratio, which is typical of AD, had an inverse expression pattern of NEUROG2 and KIAA0125: An increased Abeta(42)/Abeta(40) ratio up-regulated NEUROG2, but down-regulated KIAA0125, whereas the opposite regulation pattern was observed for a decreased Abeta(42)/Abeta(40) ratio. We discuss the possibilities that the so far uncharacterized KIAA0125 might be a counter player of NEUROG2 and that KIAA0125 could be involved in neurogenesis, due to the involvement of NEUROG2 in developmental neural processes.


Subject(s)
Amyloid beta-Peptides/genetics , Neuroblastoma/pathology , Basic Helix-Loop-Helix Transcription Factors/genetics , Cell Line, Tumor , Cluster Analysis , Enzyme-Linked Immunosorbent Assay , Humans , Nerve Tissue Proteins/genetics , Neuroblastoma/genetics , Polymerase Chain Reaction
16.
J Proteome Res ; 8(8): 3987-94, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19476384

ABSTRACT

Mouse liver tumors frequently harbor activating mutations in the Ha-ras protooncogene. In addition, mutations are also found in the B-raf gene leading to constitutive activation of the B-Raf kinase. In two previous studies, we have investigated by microarray analysis the effect of the mutations on the mRNA expression patterns of the respective tumors. In the present study, we analyzed proteome changes in Ha-ras and B-raf mutated liver tumors by 2-D gel-electrophoretic separation of proteins followed by their identification by mass spectrometry. In total, 104 significantly altered protein spots were identified in Ha-ras mutated tumors and 111 in B-raf mutated tumors when compared to the corresponding normal liver tissue. The changes in protein expression patterns were highly correlated between Ha-ras and B-raf mutated tumors, and in the majority of the cases, both tumor types showed the respective alteration. Most of the tumor-specific changes in protein expression were reflected by similar changes in their mRNAs except for some up-regulated proteins without accompanying changes in mRNA levels. Interestingly, Ha-ras but not B-raf mutated tumors showed high levels of the phosphorylated (activated) form of the Ras/Raf/MEK effector kinase ERK which was, however, not associated with any detectable difference in the transcriptome or protein setup of the tumors.


Subject(s)
Gene Expression Profiling/methods , Liver Neoplasms, Experimental/metabolism , Proteomics/methods , Proto-Oncogene Proteins B-raf/metabolism , ras Proteins/metabolism , Animals , Cluster Analysis , Comparative Genomic Hybridization , Electrophoresis, Gel, Two-Dimensional , Genotype , Immunohistochemistry , Linear Models , Liver Neoplasms, Experimental/genetics , Male , Mice , Mice, Inbred C3H , Mutation , Proto-Oncogene Proteins B-raf/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , ras Proteins/genetics
17.
Biol Psychiatry ; 65(6): 518-26, 2009 Mar 15.
Article in English | MEDLINE | ID: mdl-18947822

ABSTRACT

BACKGROUND: Chronic L-3,4-dihydroxyphenylalanine (L-DOPA) treatment of Parkinson's disease (PD) leads to debilitating involuntary movements, termed L-DOPA-induced dyskinesia. Striatofugal medium spiny neurons (MSN) lose their dendritic spines and cortico-striatal glutamatergic synapses in PD and in experimental models of DA depletion. This loss of connectivity is triggered by a dysregulation of intraspine Cav1.3 L-type Ca2+ channels. Here we address the possible implication of DA denervation-induced spine pruning in the development of L-DOPA-induced dyskinesia. METHODS: The L-type Ca2+ antagonist, isradipine was subcutaneously delivered to rats at the doses of .05, .1, or .2 mg/kg/day, for 4 weeks, starting the day after a unilateral nigrostriatal 6-hydroxydopamine (6-OHDA) lesion. Fourteen days later, L-DOPA treatment was initiated. RESULTS: Isradipine-treated animals displayed a dose-dependent reduction in L-DOPA-induced rotational behavior and abnormal involuntary movements. Dendritic spine counting at electron microscopy level showed that isradipine (.2 mg/kg/day) prevented the 6-OHDA-induced spine loss and normalized preproenkephalin-A messenger RNA expression. Involuntary movements were not reduced when isradipine treatment was started concomitantly with L-DOPA. CONCLUSIONS: These results indicate that isradipine, at a therapeutically relevant dose, might represent a treatment option for preventing L-DOPA-induced dyskinesia in PD.


Subject(s)
Calcium Channel Blockers/pharmacology , Calcium Channels, L-Type/drug effects , Dyskinesia, Drug-Induced/prevention & control , Isradipine/therapeutic use , Levodopa/adverse effects , Sympatholytics/administration & dosage , Animals , Calcium Channel Blockers/administration & dosage , Cerebrum/metabolism , Cerebrum/ultrastructure , Dendritic Spines/drug effects , Dendritic Spines/ultrastructure , Disease Models, Animal , Dose-Response Relationship, Drug , Dyskinesia, Drug-Induced/metabolism , Enkephalins/metabolism , Isradipine/administration & dosage , Isradipine/pharmacology , Levodopa/pharmacology , Male , Motor Activity/drug effects , Nimodipine/pharmacology , Oxidopamine , Protein Precursors/metabolism , RNA, Messenger/metabolism , Rats , Rats, Wistar
18.
J Neurosci ; 28(17): 4311-6, 2008 Apr 23.
Article in English | MEDLINE | ID: mdl-18434508

ABSTRACT

Chronic L-3,4-dihydroxyphenylalanine (L-DOPA) treatment of Parkinson's disease (PD) often leads to debilitating involuntary movements, termed L-DOPA-induced dyskinesia (LID), about which the rodent analog, the abnormal involuntary movements (AIMs), has been associated consistently with an activation of the Ras-extracellular signal-regulated kinase 1/2 (ERK1/2) mitogen-activated protein kinase signaling pathway. Previous studies have shown that lovastatin, a specific inhibitor of the rate-limiting enzyme in cholesterol biosynthesis, can also inhibit Ras isoprenylation and activity and subsequently the phosphorylation of ERK1/2 (pERK1/2). We hypothesized that lovastatin treatment-commenced previous L-DOPA exposure could reduce AIM incidence and severity in the 6-hydroxydopamine (6-OHDA) rat model of PD by secondarily preventing the L-DOPA/Benserazide-induced increase in pERK1 levels. The lovastatin-L-DOPA/Benserazide-treated 6-OHDA animals displayed less severe rotational behavior as well as a dramatic reduction in AIM severity than the L-DOPA/Benserazide-treated ones. Such lower AIM severity was associated with a decrease in L-DOPA-induced increase in the following: (1) striatal pERK1 and (2) DeltaFosB levels, and (3) theta/alpha oscillations of substantia nigra pas reticulata (SNr) neurons as well as (4) a normalization of SNr firing frequency. Those results strongly suggest that lovastatin might represent a treatment option for managing LID in PD.


Subject(s)
Dyskinesias/drug therapy , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Levodopa/toxicity , Lovastatin/therapeutic use , Parkinson Disease, Secondary/drug therapy , Severity of Illness Index , Animals , Dyskinesias/enzymology , Male , Parkinson Disease, Secondary/chemically induced , Parkinson Disease, Secondary/enzymology , Rats , Rats, Wistar
19.
Int J Cancer ; 122(6): 1207-13, 2008 Mar 15.
Article in English | MEDLINE | ID: mdl-18058815

ABSTRACT

Loss of H4 lysine 16 (H4K16) acetylation was shown to be a common feature in human cancer. However, it remained unclear which enzyme is responsible for the loss of this modification. Having recently identified the histone acetyltransferase human MOF (hMOF) to be required for bulk H4K16 acetylation, here we examined the involvement of hMOF expression and H4K16 acetylation in breast cancer and medulloblastoma. Analysis of a recent mRNA expression profiling study in breast cancer (n = 100 cases) and an array-CGH screen in medulloblastomas (n = 102 cases), revealed downregulation in 40% and genomic loss in 11% of cases, respectively. We investigated hMOF protein expression as well as H4K16 acetylation in large series of primary breast carcinomas (n = 298) and primary medulloblastomas (n = 180) by immunohistochemistry. In contrast to nontransformed control tissues, significant fractions of both primary breast carcinomas and medulloblastomas showed markedly reduced hMOF mRNA and protein expression. In addition, hMOF protein expression tightly correlated with acetylation of H4K16 in all tested samples. For medulloblastoma, downregulation of hMOF protein expression was associated with lower survival rates identifying hMOF as an independent prognostic marker for clinical outcome in univariate as well as multivariate analyses.


Subject(s)
Biomarkers, Tumor/metabolism , Brain Neoplasms/enzymology , Breast Neoplasms/enzymology , Down-Regulation , Histone Acetyltransferases/metabolism , Medulloblastoma/enzymology , Acetylation , DNA, Neoplasm/genetics , Gene Expression Profiling , Humans , Prognosis , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Treatment Outcome
20.
Neonatology ; 93(2): 87-100, 2008.
Article in English | MEDLINE | ID: mdl-17700033

ABSTRACT

BACKGROUND: Neonatal Gram-negative sepsis is often characterized by a fulminant clinical course, compared to adults, resulting in higher morbidity and mortality. Genome-wide gene expression analysis can provide insights into the molecular alterations in sepsis. OBJECTIVES: To evaluate in vitro activation of the neonatal and adult immune system, gene expression patterns were compared in mononuclear cells from cord (CBMNC) and adult peripheral blood (APBMNC). METHODS: To better understand the influence of early molecular signals on the effects of sepsis, Affymetrix gene profiling (8,475 genes) was done on RNA isolated from CBMNC and APBMNC without and after incubation with 100 ng/ml lipopolysaccharide (LPS). RESULTS: We demonstrated significant alterations in the expression of 108 CBMNC and APBMNC genes compared with basal levels, 188 significant changes in CBMNC and 97 in APBMNC, including cytokines, chemokines and immunoregulatory genes. Furthermore, we found 5 genes showing a significant interaction effect between cell type and LPS stimulation, including tumor necrosis factor receptor superfamily, member 6 (FAS), absent in melanoma 2, malic enzyme 1, hemoglobin epsilon 1, and trans-prenyltransferase. CONCLUSIONS: These results provide further support for a marked difference in the pathogenesis of neonatal and adult sepsis and may stimulate additional studies to investigate some of the altered genes as potential new targets for diagnostic tools and therapeutic strategies.


Subject(s)
Fetal Blood/metabolism , Gene Expression Profiling , Gene Expression Regulation/drug effects , Leukocytes, Mononuclear/metabolism , Lipopolysaccharides/pharmacology , Adult , Antibodies, Bacterial/immunology , Antibodies, Bacterial/metabolism , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Chemokines/genetics , Chemokines/metabolism , Cytokines/genetics , Cytokines/metabolism , Fetal Blood/cytology , Fetal Blood/drug effects , Gram-Negative Bacterial Infections/immunology , Gram-Negative Bacterial Infections/metabolism , Humans , Infant, Newborn , Leukocytes, Mononuclear/cytology , Leukocytes, Mononuclear/drug effects , Sepsis/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism
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