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1.
NPJ Syst Biol Appl ; 10(1): 68, 2024 Jun 21.
Article in English | MEDLINE | ID: mdl-38906870

ABSTRACT

Combination therapy is well established as a key intervention strategy for cancer treatment, with the potential to overcome monotherapy resistance and deliver a more durable efficacy. However, given the scale of unexplored potential target space and the resulting combinatorial explosion, identifying efficacious drug combinations is a critical unmet need that is still evolving. In this paper, we demonstrate a network biology-driven, simulation-based solution, the Simulated Cell™. Integration of omics data with a curated signaling network enables the accurate and interpretable prediction of 66,348 combination-cell line pairs obtained from a large-scale combinatorial drug sensitivity screen of 684 combinations across 97 cancer cell lines (BAC = 0.62, AUC = 0.7). We highlight drug combination pairs that interact with DNA Damage Response pathways and are predicted to be synergistic, and deep network insight to identify biomarkers driving combination synergy. We demonstrate that the cancer cell 'avatars' capture the biological complexity of their in vitro counterparts, enabling the identification of pathway-level mechanisms of combination benefit to guide clinical translatability.


Subject(s)
DNA Damage , Neoplasms , Humans , DNA Damage/drug effects , Cell Line, Tumor , Neoplasms/genetics , Neoplasms/drug therapy , Signal Transduction/drug effects , Signal Transduction/genetics , Biomarkers, Tumor/genetics , Drug Discovery/methods , Antineoplastic Agents/pharmacology , Drug Synergism , Systems Biology/methods , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Computer Simulation , Avatar
2.
Neuropathol Appl Neurobiol ; 47(5): 640-652, 2021 08.
Article in English | MEDLINE | ID: mdl-33368549

ABSTRACT

AIMS: Multiple system atrophy (MSA) is a fatal neurodegenerative disease. Similar to Parkinson's disease (PD), MSA is an α-synucleinopathy, and its pathological hallmark consists of glial cytoplasmic inclusions (GCIs) containing α-synuclein (SNCA) in oligodendrocytes. We previously identified consistent changes in myelin-associated oligodendrocyte basic protein (MOBP) and huntingtin interacting protein 1 (HIP1) DNA methylation status in MSA. We hypothesized that if differential DNA methylation at these loci is mechanistically relevant for MSA, it should have downstream consequences on gene regulation. METHODS: We investigated the relationship between MOBP and HIP1 DNA methylation and mRNA levels in cerebellar white matter from MSA and healthy controls. Additionally, we analysed protein expression using western blotting, immunohistochemistry and proximity ligation assays. RESULTS: We found decreased MOBP mRNA levels significantly correlated with increased DNA methylation in MSA. For HIP1, we found a distinct relationship between DNA methylation and gene expression levels in MSA compared to healthy controls, suggesting this locus may be subjected to epigenetic remodelling in MSA. Although soluble protein levels for MOBP and HIP1 in cerebellar white matter were not significantly different between MSA cases and controls, we found striking differences between MSA and other neurodegenerative diseases, including PD and Huntington's disease. We also found that MOBP and HIP1 are mislocalized into the GCIs in MSA, where they appear to interact with SNCA. CONCLUSIONS: This study supports a role for DNA methylation in downregulation of MOBP mRNA in MSA. Most importantly, the identification of MOBP and HIP1 as new constituents of GCIs emphasizes the relevance of these two loci to the pathogenesis of MSA.


Subject(s)
DNA-Binding Proteins/metabolism , Multiple System Atrophy/pathology , Myelin Proteins/metabolism , Neuroglia/pathology , alpha-Synuclein/metabolism , Humans , Inclusion Bodies/pathology , Multiple System Atrophy/metabolism , Myelin Proteins/genetics , Neuroglia/metabolism , Oligodendroglia/pathology , Parkinson Disease/pathology , White Matter/pathology
4.
Acta Neuropathol ; 139(1): 135-156, 2020 01.
Article in English | MEDLINE | ID: mdl-31535203

ABSTRACT

Multiple system atrophy (MSA) is a fatal late-onset neurodegenerative disease. Although presenting with distinct pathological hallmarks, which in MSA consist of glial cytoplasmic inclusions (GCIs) containing fibrillar α-synuclein in oligodendrocytes, both MSA and Parkinson's disease are α-synucleinopathies. Pathologically, MSA can be categorized into striatonigral degeneration (SND), olivopontocerebellar atrophy (OPCA) or mixed subtypes. Despite extensive research, the regional vulnerability of the brain to MSA pathology remains poorly understood. Genetic, epigenetic and environmental factors have been proposed to explain which brain regions are affected by MSA, and to what extent. Here, we explored for the first time epigenetic changes in post-mortem brain tissue from MSA cases. We conducted a case-control study, and profiled DNA methylation in white mater from three brain regions characterized by severe-to-mild GCIs burden in the MSA mixed subtype (cerebellum, frontal lobe and occipital lobe). Our genome-wide approach using Illumina MethylationEPIC arrays and a powerful cross-region analysis identified 157 CpG sites and 79 genomic regions where DNA methylation was significantly altered in the MSA mixed-subtype cases. HIP1, LMAN2 and MOBP were amongst the most differentially methylated loci. We replicated these findings in an independent cohort and further demonstrated that DNA methylation profiles were perturbed in MSA mixed subtype, and also to variable degrees in the other pathological subtypes (OPCA and SND). Finally, our co-methylation network analysis revealed several molecular signatures (modules) significantly associated with MSA (disease status and pathological subtypes), and with neurodegeneration in the cerebellum. Importantly, the co-methylation module having the strongest association with MSA included a CpG in SNCA, the gene encoding α-synuclein. Altogether, our results provide the first evidence for DNA methylation changes contributing to the molecular processes altered in MSA, some of which are shared with other neurodegenerative diseases, and highlight potential novel routes for diagnosis and therapeutic interventions.


Subject(s)
DNA Methylation/genetics , DNA-Binding Proteins/genetics , Mannose-Binding Lectins/genetics , Membrane Transport Proteins/genetics , Multiple System Atrophy/genetics , Myelin Proteins/genetics , Aged , Brain/metabolism , Brain/pathology , Case-Control Studies , Female , Gene Expression Profiling , Humans , Male , Middle Aged , Multiple System Atrophy/pathology , White Matter/metabolism , White Matter/pathology , alpha-Synuclein/genetics
5.
Neuropathol Appl Neurobiol ; 41(4): 497-506, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25201696

ABSTRACT

AIMS: Genetic factors do not seem to account fully for Alzheimer disease (AD) pathogenesis. There is evidence for the contribution of environmental factors, whose effect may be mediated by epigenetic mechanisms. Epigenetics involves the regulation of gene expression independently of DNA sequence and these epigenetic changes are influenced by age and environmental factors, with DNA methylation being one of the best characterized epigenetic mechanisms. The human genome is predominantly methylated on CpG motifs, which results in gene silencing; however methylation within the body of the gene may mark active transcription. There is evidence suggesting an involvement of environmental factors in the pathogenesis of Alzheimer's disease (AD), which prompted our study examining DNA methylation in this disorder. METHODS: Using immunohistochemistry with 5-methylcytosine/5-hydroxymethylcytosine antibodies we studied, in comparison with age matched controls, DNA methylation in sporadic and familial AD cases in the entorhinal cortex that exhibits substantial pathology and the cerebellum, which is relatively spared. RESULTS: Neuronal nuclear labelling with 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) was evident in all cases studied. We did not detect any significant change in the levels of nuclear staining in the AD samples compared to neurologically normal controls. In the entorhinal cortex we also examined global DNA methylation and hydroxymethylation using an enzyme-linked immunosorbent assay (ELISA). CONCLUSION: No significant differences were found between AD and control cases in global levels of 5mC and 5hmC in the entorhinal cortex using immunohistochemistry and enzyme-linked immunosorbent assays.


Subject(s)
Alzheimer Disease/genetics , DNA Methylation , Epigenesis, Genetic , 5-Methylcytosine/metabolism , Adult , Aged , Aged, 80 and over , Cytosine/analogs & derivatives , Cytosine/metabolism , Entorhinal Cortex/metabolism , Female , Humans , Male , Middle Aged
6.
Article in English | MEDLINE | ID: mdl-32669903

ABSTRACT

The worldwide increase in life expectancy is leading to an increase in age-dependent diseases, including nonfamilial, sporadic Alzheimer's disease (AD), which is the subject of this review. The etiology and pathophysiology of the disease is not fully understood, but present observations suggest that, in addition to genetic risk factors, environmental influences may be involved via epigenetic mechanisms. Currently, there is no effective treatment, but there are indications that lifestyle has an impact on the development of the disease. This view is supported by preclinical studies not only showing that human lifestyle-equivalent interventions have a positive effect on cognitive function in animal models of AD, but also indicating the involvement of underlying epigenetic mechanisms. After a brief overview of the most characteristic chromatin modifications, ie, DNA methylation and histone modifications, epigenetic changes associated with aging are considered, given that aging is the most important risk factor for AD. This is followed by a description of some epigenetic alterations recognized in AD. The impact of environmental factors and lifestyle on the epigenome is then considered. Epigenetic treatments with HDAC inhibitors and RNA-based drugs are considered, which - while still in preclinical stages - are promising for potential benefit. It is concluded that while awaiting results from clinical trials in progress, focusing on lifestyle adjustments with an epigenetic background are the best way to prevent/delay the onset of this devastating disease.

8.
Electromagn Biol Med ; 31(4): 394-403, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22676138

ABSTRACT

Recently, we published our results (Bókkon et al., 2011. Electromagn Biol Med.) regarding the effectiveness of the EMOST (Electro-Magnetic-Own-Signal-Treatment) method for the reduction of phantom limb pain under clinical circumstances. However, EMOST treatments not only significantly reduced phantom pain, but that most of the patients also reported about additional benefits such as improvement of their sleep and mood quality after treatments. Here we report some unusual applications of EMOST method under special situations. That is, we report about our effective EMOST treatments of humans under catastrophic conditions and commando training course. This article points out that it is reasonable to apply biophysical electromagnetic management under unique circumstances. We also report some preliminary experiments on 12 members of our BioLabor regarding the effectiveness of single EMOST treatment on some serum parameters and electrocardiogram.


Subject(s)
Disasters , Electromagnetic Fields , Equipment and Supplies , Police , Research Report , Affect/radiation effects , Floods , Humans , Magnetic Field Therapy , Phantom Limb/therapy , Sleep/radiation effects , Stress, Psychological/therapy
9.
Neurobiol Aging ; 32(7): 1181-7, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21669333

ABSTRACT

The interesting review from Mastroeni and colleagues highlights recent progress on epigenetic analysis of Alzheimer's disease, but it also illustrates how much we still need to do.


Subject(s)
Aging/genetics , Alzheimer Disease/genetics , Epigenesis, Genetic/physiology , Genetic Predisposition to Disease/genetics , Humans
10.
Neurobiol Aging ; 29(9): 1380-93, 2008 Sep.
Article in English | MEDLINE | ID: mdl-17467122

ABSTRACT

The expression of IL-1 is elevated in the CNS in diverse neurodegenerative disorders, including Alzheimer's disease. The hypothesis was tested that IL-1 beta renders neurons vulnerable to degeneration by interfering with BDNF-induced neuroprotection. In trophic support-deprived neurons, IL-1 beta compromised the PI3-K/Akt pathway-mediated protection by BDNF and suppressed Akt activation. The effect was specific as in addition to Akt, the activation of MAPK/ERK, but not PLC gamma, was decreased. Activation of CREB, a target of these signaling pathways, was severely depressed by IL-1 beta. As the cytokine did not influence TrkB receptor and PLC gamma activation, IL-1 beta might have interfered with BDNF signaling at the docking step conveying activation to the PI3-K/Akt and Ras/MAPK pathways. Indeed, IL-1 beta suppressed the activation of the respective scaffolding proteins IRS-1 and Shc; this effect might involve ceramide generation. IL-1-induced interference with BDNF neuroprotection and signal transduction was corrected, in part, by ceramide production inhibitors and mimicked by the cell-permeable C2-ceramide. These results suggest that IL-1 beta places neurons at risk by interfering with BDNF signaling involving a ceramide-associated mechanism.


Subject(s)
Apoptosis/physiology , Brain-Derived Neurotrophic Factor/metabolism , Brain-Derived Neurotrophic Factor/pharmacology , Cerebral Cortex/physiology , Interleukin-1beta/pharmacology , Neurons/physiology , Signal Transduction/physiology , Animals , Apoptosis/drug effects , Cells, Cultured , Cerebral Cortex/cytology , Cerebral Cortex/drug effects , Neurons/drug effects , Rats , Signal Transduction/drug effects
11.
Brain Res ; 1188: 189-97, 2008 Jan 10.
Article in English | MEDLINE | ID: mdl-18036576

ABSTRACT

It was previously observed that IL-1beta interferes with BDNF-induced TrkB-mediated signal transduction and protection of cortical neurons from apoptosis evoked by deprivation from trophic support [Tong L., Balazs R., Soiampornkul R., Thangnipon W., Cotman C.W., 2007. Interleukin-1beta impairs brain derived neurotrophic factor-induced signal transduction. Neurobiol. Aging]. Here we investigated whether the effect of the cytokine on neurotrophin signaling is more general. The influence of IL-1beta on NT-3 signaling was therefore studied under conditions when NT-3 primarily activated the TrkC receptor. The cytokine reduced NT-3-induced activation of MAPK/ERK and Akt, but did not interfere with Trk receptor autophosphorylation. IL-1beta reduced tyrosine phosphorylation of the docking proteins, IRS-1 and Shc, which convey receptor activation to the downstream protein kinase cascades. These are the steps that are also inhibited by IL-1beta in BDNF-induced signal transduction. The functional consequences of the effect of IL-1beta on NT-3 signaling were severe, as NT-3 protection of the trophic support-deprived cortical neurons was abrogated. In view of the role in the maintenance and plasticity of neurons of ERK, Akt and CREB, which are activated by neurotrophins, elevated IL-1beta levels in the brain in Alzheimer's disease and other neurodegenerative diseases might contribute to the decline in cognitive functions before the pathological signs of the disease develop.


Subject(s)
Cerebral Cortex/immunology , Interleukin-1beta/immunology , Nerve Degeneration/immunology , Neurons/immunology , Neurotrophin 3/metabolism , Adaptor Proteins, Signal Transducing/drug effects , Adaptor Proteins, Signal Transducing/metabolism , Animals , Cells, Cultured , Cerebral Cortex/metabolism , Cerebral Cortex/physiopathology , Cyclic AMP Response Element-Binding Protein/metabolism , Extracellular Signal-Regulated MAP Kinases/metabolism , Insulin Receptor Substrate Proteins , Interleukin-1beta/metabolism , Interleukin-1beta/pharmacology , MAP Kinase Signaling System/drug effects , MAP Kinase Signaling System/physiology , Nerve Degeneration/metabolism , Nerve Degeneration/physiopathology , Neurodegenerative Diseases/immunology , Neurodegenerative Diseases/metabolism , Neurodegenerative Diseases/physiopathology , Neurons/drug effects , Neurons/metabolism , Neurotrophin 3/drug effects , Oncogene Protein v-akt/metabolism , Rats , Receptor, trkC/agonists , Receptor, trkC/metabolism , Shc Signaling Adaptor Proteins , Signal Transduction/drug effects , Signal Transduction/immunology , Src Homology 2 Domain-Containing, Transforming Protein 1
12.
Curr Top Med Chem ; 6(10): 961-8, 2006.
Article in English | MEDLINE | ID: mdl-16787270

ABSTRACT

During development, Glu receptors and N-methyl-D-aspartate receptors in particular initiate a cascade of signal transduction events and gene expression changes primarily involving Ca(2+) ion-mediated signaling induced by activation of either Ca(2+) ion-permeable receptor channels or voltage-sensitive Ca(2+) ion channels. The consecutive activation of major protein kinase signaling pathways, such as Ras-MAPK/ERK and PI3-K-Akt, contributes to regulation of gene expression through the activation of key transcription factors, such as CREB, SRF, MEF-2, NF-kappaB. Metabotropic Glu receptors can also engage these signaling pathways and this may be mediated, in part, by transactivating receptor tyrosine kinases. Indirect effects of Glu receptor stimulation are due to the production and release of neurotrophic factors, such as brain derived neurotrophic factor and also involve glia-neuronal interaction through Glu-induced release of trophic factors from glia. The trophic effect of Glu receptor activation is developmental stage-dependent and may play an important role in determining the selective survival of neurons that made proper connections. During this sensitive developmental period interference with Glu receptor function may lead to widespread neuronal loss. However, NMDA receptor blockade-induced neurodegeneration can also occur in the adult brain. Depending on the stimulus strength, Glu receptors mediate biphasic effects. In addition to synaptic transmission, physiological stimulation of Glu receptors can mediate trophic effects and promote neuronal plasticity. Excessive stimulation is neurotoxic. Attention must, therefore, be paid to these features, when therapeutic manipulation of excitatory amino acid receptors is considered in the clinical setting.


Subject(s)
Calcium/metabolism , Glutamic Acid/physiology , Neurons/cytology , Animals , Humans , Nerve Growth Factors/physiology , Signal Transduction
13.
J Neurosci ; 24(30): 6799-809, 2004 Jul 28.
Article in English | MEDLINE | ID: mdl-15282285

ABSTRACT

The accumulation of beta-amyloid (Abeta) is one of the etiological factors in Alzheimer's disease (AD). It has been assumed that the underlying mechanism involves a critical role of Abeta-induced neurodegeneration. However, low levels of Abeta, such as will accumulate during the course of the disease, may interfere with neuronal function via mechanisms other than those involving neurodegeneration. We have been testing, therefore, the hypothesis that Abeta at levels insufficient to cause degeneration (sublethal) may interfere with critical signal transduction processes. In cultured cortical neurons Abeta at sublethal concentrations interferes with the brain-derived neurotrophic factor (BDNF)-induced activation of the Ras-mitogen-activated protein kinase/extracellular signal-regulated protein kinase (ERK) and phosphatidylinositol 3-kinase (PI3-K)/Akt pathways. The effect of sublethal Abeta(1-42) on BDNF signaling results in the suppression of the activation of critical transcription factor cAMP response element-binding protein and Elk-1 and cAMP response element-mediated and serum response element-mediated transcription. The site of interference with the Ras/ERK and PI3-K/Akt signaling is downstream of the TrkB receptor and involves docking proteins insulin receptor substrate-1 and Shc, which convey receptor activation to the downstream effectors. The functional consequences of Abeta interference with signaling are robust, causing increased vulnerability of neurons, abrogating BDNF protection against DNA damage- and trophic deprivation-induced apoptosis. These new findings suggest that Abeta engenders a dysfunctional encoding state in neurons and may initiate and/or contribute to cognitive deficit at an early stage of AD before or along with neuronal degeneration.


Subject(s)
Amyloid beta-Peptides/pharmacology , Brain-Derived Neurotrophic Factor/antagonists & inhibitors , Cerebral Cortex/cytology , Nerve Tissue Proteins/physiology , Neurons/drug effects , Peptide Fragments/pharmacology , Signal Transduction/drug effects , Alzheimer Disease/etiology , Alzheimer Disease/metabolism , Amyloid beta-Peptides/administration & dosage , Amyloid beta-Peptides/chemical synthesis , Animals , Brain-Derived Neurotrophic Factor/pharmacology , Cells, Cultured/drug effects , Cells, Cultured/physiology , Cyclic AMP Response Element-Binding Protein/metabolism , DNA-Binding Proteins/metabolism , Dose-Response Relationship, Drug , Enzyme Activation/drug effects , Extracellular Signal-Regulated MAP Kinases/physiology , Glycogen Synthase Kinase 3/metabolism , Glycogen Synthase Kinase 3 beta , MAP Kinase Signaling System/drug effects , Neurons/physiology , Oncogene Protein p21(ras)/physiology , Peptide Fragments/administration & dosage , Peptide Fragments/chemical synthesis , Phosphatidylinositol 3-Kinases/physiology , Phospholipase C gamma , Phosphorylation , Protein Processing, Post-Translational , Protein Serine-Threonine Kinases/physiology , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins/physiology , Proto-Oncogene Proteins c-akt , Rats , Receptor, trkB/physiology , Transcription Factors/metabolism , Transfection , Type C Phospholipases/physiology , ets-Domain Protein Elk-1
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