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1.
Noncoding RNA ; 7(3)2021 Jul 10.
Article in English | MEDLINE | ID: mdl-34287356

ABSTRACT

Exosomes are a class of small, secreted extracellular vesicles (EV) that have recently gained considerable attention for their role in normal cellular function, disease processes and potential as biomarkers. Exosomes serve as intercellular messengers and carry molecular cargo that can alter gene expression and the phenotype of recipient cells. Here, we investigated alterations of microRNA cargo in exosomes secreted by epileptogenic tissue in tuberous sclerosis complex (TSC), a multi-system genetic disorder that includes brain lesions known as tubers. Approximately 90% of TSC patients suffer from seizures that originate from tubers, and ~60% are resistant to antiseizure drugs. It is unknown why some tubers cause seizures while others do not, and the molecular basis of drug-resistant epilepsy is not well understood. It is believed that neuroinflammation is involved, and characterization of this mechanism may be key to disrupting the "vicious cycle" between seizures, neuroinflammation, and increased seizure susceptibility. We isolated exosomes from epileptogenic and non-epileptogenic TSC tubers, and we identified differences in their microRNA cargo using small RNA-seq. We identified 12 microRNAs (including miR-142-3p, miR-223-3p and miR-21-5p) that are significantly increased in epileptogenic tubers and contain nucleic acid motifs that activate toll-like receptors (TLR7/8), initiating a neuroinflammatory cascade. Exosomes from epileptogenic tissue caused induction of key pathways in cultured cells, including innate immune signaling (TLR), inflammatory response and key signaling nodes SQSTM1 (p62) and CDKN1A (p21). Genes induced in vitro were also significantly upregulated in epileptogenic tissue. These results provide new evidence on the role of exosomes and non-coding RNA cargo in the neuroinflammatory cascade of epilepsy and may help advance the development of novel biomarkers and therapeutic approaches for the treatment of drug-resistant epilepsy.

2.
Mol Cell Biochem ; 476(1): 13-22, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32816187

ABSTRACT

Strategies to improve the early diagnosis of prostate cancer will provide opportunities for earlier intervention. The blood-based prostate-specific antigen (PSA) assay is widely used for prostate cancer diagnosis but specificity of the assay is not satisfactory. An algorithm based on serum levels of PSA combined with other serum biomarkers may significantly improve prostate cancer diagnosis. Plasma glycan-binding IgG/IgM studies suggested that glycan patterns differ between normal and tumor cells. We hypothesize that in prostate cancer glycoproteins or glycolipids are secreted from tumor tissues into the blood and induce auto-immunoglobulin (Ig) production. A 24-glycan microarray and a 5-glycan subarray were developed using plasma samples obtained from 35 prostate cancer patients and 54 healthy subjects to identify glycan-binding auto-IgGs. Neu5Acα2-8Neu5Acα2-8Neu5Acα (G81)-binding auto-IgG was higher in prostate cancer samples and, when levels of G81-binding auto-IgG and growth differentiation factor-15 (GDF-15 or NAG-1) were combined with levels of PSA, the prediction rate of prostate cancer increased from 78.2% to 86.2% than with PSA levels alone. The G81 glycan-binding auto-IgG fraction was isolated from plasma samples using G81 glycan-affinity chromatography and identified by N-terminal sequencing of the 50 kDa heavy chain variable region of the IgG. G81 glycan-binding 25 kDa fibroblast growth factor-1 (FGF1) fragment was also identified by N-terminal sequencing. Our results demonstrated that a multiplex diagnostic combining G81 glycan-binding auto-IgG, GDF-15/NAG-1 and PSA (≥ 2.1 ng PSA/ml for cancer) increased the specificity of prostate cancer diagnosis by 8%. The multiplex assessment could improve the early diagnosis of prostate cancer thereby allowing the prompt delivery of prostate cancer treatment.


Subject(s)
Biomarkers, Tumor/blood , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Immunoglobulin G/blood , Prostatic Neoplasms/blood , Aged , Algorithms , Biomarkers/blood , Early Detection of Cancer , Humans , Male , Middle Aged , Neoplasm Metastasis , Oligonucleotide Array Sequence Analysis , Polymers/chemistry , Polysaccharides/chemistry , Prostate-Specific Antigen/blood , Proteomics , Reproducibility of Results
3.
Inflamm Res ; 68(12): 993-998, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31511910

ABSTRACT

BACKGROUND: Neuroinflammation and toll-like receptors (TLR) of the innate immune system have been implicated in epilepsy. We previously reported high levels of microRNAs miR-142-3p and miR-223-3p in epileptogenic brain tissue resected for the treatment of intractable epilepsy in children with tuberous sclerosis complex (TSC). As miR-142-3p has recently been reported to be a ligand and activator of TLR7, a detector of exogenous and endogenous single-stranded RNA, we evaluated TLR7 expression and downstream IL23A activation in surgically resected TSC brain tissue. METHODS: Gene expression analysis was performed on cortical tissue obtained from surgery of TSC children with pharmacoresistent epilepsy. Expression of TLRs 2, 4 and 7 was measured using NanoString nCounter assays. Real-time quantitative PCR was used to confirm TLR7 expression and compare TLR7 activation, indicated by IL-23A levels, to levels of miR-142-3p. Protein markers characteristic for TLR7 activation were assessed using data from our existing quantitative proteomics dataset of TSC tissue. Capillary electrophoresis Western blots were used to confirm TLR7 protein expression in a subset of samples. RESULTS: TLR7 transcript expression was present in all TSC specimens. The signaling competent form of TLR7 protein was detected in the membrane fraction of each sample tested. Downstream activation of TLR7 was found in epileptogenic lesions having elevated neuroinflammation indicated by clinical neuroimaging. TLR7 activity was significantly associated with tissue levels of miR-142-3p. CONCLUSION: TLR7 activation by microRNAs may contribute to the neuroinflammatory cascade in epilepsy in TSC. Further characterization of this mechanism may enable the combined of use of neuroimaging and TLR7 inhibitors in a personalized approach towards the treatment of intractable epilepsy.


Subject(s)
Epilepsy/genetics , MicroRNAs/genetics , Toll-Like Receptor 7/genetics , Tuberous Sclerosis/genetics , Child , Child, Preschool , Female , Gene Expression , Humans , Infant , Male , Toll-Like Receptor 2/genetics , Toll-Like Receptor 4/genetics
4.
Int J Mol Sci ; 19(10)2018 Sep 20.
Article in English | MEDLINE | ID: mdl-30241319

ABSTRACT

Intracellular signaling is controlled to a large extent by the phosphorylation status of proteins. To determine how human breast cells can be reprogrammed during tumorigenic progression, we profiled cell lines in the MCF10A lineage by phosphoproteomic analyses. A large cluster of proteins involved in RNA splicing were hypophosphorylated as cells progressed to a hyperplastic state, and then hyperphosphorylated after progression to a fully metastatic phenotype. A comprehensive transcriptomic approach was used to determine whether alterations in splicing factor phosphorylation status would be reflected in changes in mRNA splicing. Results indicated that the degree of mRNA splicing trended with the degree of tumorigenicity of the 4 cell lines tested. That is, highly metastatic cell cultures had the greatest number of genes with splice variants, and these genes had greater fluctuations in expression intensities. Genes with high splicing indices were mapped against gene ontology terms to determine whether they have known roles in cancer. This group showed highly significant associations for angiogenesis, cytokine-mediated signaling, cell migration, programmed cell death and epithelial cell differentiation. In summary, data from global profiling of a human model of breast cancer development suggest that therapeutics should be developed which target signaling pathways that regulate RNA splicing.


Subject(s)
Alternative Splicing , Breast Neoplasms/pathology , Carcinogenesis/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Cell Communication , Cell Line, Tumor , Cellular Reprogramming , Humans , Phosphorylation , Signal Transduction , Transcriptome
5.
J Berry Res ; 8(4): 263-274, 2018.
Article in English | MEDLINE | ID: mdl-30613310

ABSTRACT

BACKGROUND: Large epidemiological studies have shown that diets high in fruits reduce the risk of esophageal squamous cell carcinoma (ESCC). OBJECTIVE: The current study investigated the effects of black raspberries (BRBs) on gene expression during the development of preneoplastic esophagi in rats. METHODS: Using a post-initiation protocol, F344 rats were injected with N-nitrosomethylbenzylamine (NMBA) and then fed either a control diet or 5% BRBs. At weeks 9, 15, and 35, we euthanized subgroups of the rats and collected preneoplastic esophagi to isolate RNA samples for DNA microarray. RESULTS: Along the development of NMBA-induced preneoplastic esophagi, NMBA injections led to differential expression of 1181 genes comparing to control rats, and dietary BRBs modulated 428 genes in esophagi from NMBA-treated rats. There are 137 common genes between 1181 and 428 gene sets, and BRBs significantly reversed the expression of 133 genes. These genes are associated with multiple gene oncology functions. BRBs induced an 8.8-fold gene enrichment on the pathway of inflammatory response and regulated 10 genes involved in this pathway. Among them, BRBs significantly reversed the expression of pro-inflammatory cytokines, such as CCL2, S100A8, and IL19. CONCLUSIONS: BRBs exhibit strong anti-inflammatory effects against NMBA-induced rat esophageal tumorigenesis.

6.
J Pediatr Epilepsy ; 7(2): 32-39, 2018 Jun.
Article in English | MEDLINE | ID: mdl-31709125

ABSTRACT

A rapidly growing body of evidence supports the premise that neuroinflammation plays an important role in initiating and sustaining seizures in a range of pediatric epilepsies. Clinical and experimental evidence indicate that neuroinflammation is both an outcome and a contributor to seizures. In this manner, seizures that arise from an initial insult (e.g. infection, trauma, genetic mutation) contribute to an inflammatory response that subsequently promotes recurrent seizures. This cyclical relationship between seizures and neuroinflammation has been described as a 'vicious cycle.' Studies of human tissue resected for surgical treatment of refractory epilepsy have reported activated inflammatory and immune signaling pathways, while animal models have been used to demonstrate that key inflammatory mediators lead to increased seizure susceptibility. Further characterization of the molecular mechanisms involved in this cycle may ultimately enable the development of new therapeutic approaches for the treatment of epilepsy. In this brief review we focus on key inflammatory mediators that have become prominent in recent literature of epilepsy, including newly characterized microRNAs and their potential role in neuroinflammatory signaling.

7.
Neurobiol Dis ; 109(Pt A): 76-87, 2018 Jan.
Article in English | MEDLINE | ID: mdl-28993242

ABSTRACT

Tuberous sclerosis complex (TSC) is characterized by hamartomatous lesions in various organs and arises due to mutations in the TSC1 or TSC2 genes. TSC mutations lead to a range of neurological manifestations including epilepsy, cognitive impairment, autism spectrum disorders (ASD), and brain lesions that include cortical tubers. There is evidence that seizures arise at or near cortical tubers, but it is unknown why some tubers are epileptogenic while others are not. We have previously reported increased tryptophan metabolism measured with α[11C]-methyl-l-tryptophan (AMT) positron emission tomography (PET) in epileptogenic tubers in approximately two-thirds of patients with tuberous sclerosis and intractable epilepsy. However, the underlying mechanisms leading to seizure onset in TSC remain poorly characterized. MicroRNAs are enriched in the brain and play important roles in neurodevelopment and brain function. Recent reports have shown aberrant microRNA expression in epilepsy and TSC. In this study, we performed microRNA expression profiling in brain specimens obtained from TSC patients undergoing epilepsy surgery for intractable epilepsy. Typically, in these resections several non-seizure onset tubers are resected together with the seizure-onset tubers because of their proximity. We directly compared seizure onset tubers, with and without increased tryptophan metabolism measured with PET, and non-onset tubers to assess the role of microRNAs in epileptogenesis associated with these lesions. Whether a particular tuber was epileptogenic or non-epileptogenic was determined with intracranial electrocorticography, and tryptophan metabolism was measured with AMT PET. We identified a set of five microRNAs (miR-142-3p, 142-5p, 223-3p, 200b-3p and 32-5p) that collectively distinguish among the three primary groups of tubers: non-onset/AMT-cold (NC), onset/AMT-cold (OC), and onset/AMT-hot (OH). These microRNAs were significantly upregulated in OH tubers compared to the other two groups, and microRNA expression was most significantly associated with AMT-PET uptake. The microRNAs target a group of genes enriched for synaptic signaling and epilepsy risk, including SLC12A5, SYT1, GRIN2A, GRIN2B, KCNB1, SCN2A, TSC1, and MEF2C. We confirmed the interaction between miR-32-5p and SLC12A5 using a luciferase reporter assay. Our findings provide a new avenue for subsequent mechanistic studies of tuber epileptogenesis in TSC.


Subject(s)
MicroRNAs/metabolism , Positron-Emission Tomography , Seizures/metabolism , Tryptophan/metabolism , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/metabolism , Child , Child, Preschool , Female , Gene Expression , Gene Expression Profiling , Humans , Infant , Male , Seizures/complications , Seizures/diagnostic imaging , Seizures/genetics , Symporters/metabolism , Tryptophan/analogs & derivatives , Tryptophan/analysis , Tuberous Sclerosis/complications , Tuberous Sclerosis/genetics
8.
PLoS One ; 11(8): e0161539, 2016.
Article in English | MEDLINE | ID: mdl-27536776

ABSTRACT

In this study we sought to identify genetic factors associated with the presenting white blood cell (WBC) count in B-precursor acute lymphoblastic leukemia (BP-ALL). Using ETV6-RUNX1-positive BP-ALL patient samples, a homogeneous subtype, we identified 16 differentially expressed genes based on the presenting WBC count (< 50,000/cumm vs > 50,000). We further confirmed that IL1R1, BCAR3, KCNH2, PIR, and ZDHHC23 were differentially expressed in a larger cohort of ETV6-RUNX1-negative BP-ALL patient samples. Statistical analysis demonstrated that expression levels of these genes could accurately categorize high and low WBC count subjects using two independent patient sets, representing positive and negative ETV6-RUNX1 cases. Further studies in leukemia cell line models will better delineate the role of these genes in regulating the white blood cell count and potentially identify new therapeutic targets.


Subject(s)
Leukocyte Count , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/physiology , Carrier Proteins/genetics , Carrier Proteins/physiology , Child , Child, Preschool , Dioxygenases , ERG1 Potassium Channel/genetics , ERG1 Potassium Channel/physiology , Female , Gene Expression Regulation, Neoplastic/genetics , Genetic Markers/genetics , Guanine Nucleotide Exchange Factors , Humans , Male , Nuclear Proteins/genetics , Nuclear Proteins/physiology , Oligonucleotide Array Sequence Analysis , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/immunology , Protein Interaction Maps/genetics , Real-Time Polymerase Chain Reaction , Receptors, Interleukin-1 Type I/genetics , Receptors, Interleukin-1 Type I/physiology
9.
J Pharmacol Exp Ther ; 358(2): 216-29, 2016 08.
Article in English | MEDLINE | ID: mdl-27225895

ABSTRACT

Squalene synthase inhibitors (SSIs), such as squalestatin 1 (SQ1), reduce cholesterol biosynthesis but cause the accumulation of isoprenoids derived from farnesyl pyrophosphate (FPP), which can modulate the activity of nuclear receptors, including the constitutive androstane receptor (CAR), farnesoid X receptor, and peroxisome proliferator-activated receptors (PPARs). In comparison, 3-hydroxy-3-methylglutaryl-coenzyme A reductase inhibitors (e.g., pravastatin) inhibit production of both cholesterol and nonsterol isoprenoids. To characterize the effects of isoprenoids on hepatocellular physiology, microarrays were used to compare orthologous gene expression from primary cultured mouse and rat hepatocytes that were treated with either SQ1 or pravastatin. Compared with controls, 47 orthologs were affected by both inhibitors, 90 were affected only by SQ1, and 51 were unique to pravastatin treatment (P < 0.05, ≥1.5-fold change). When the effects of SQ1 and pravastatin were compared directly, 162 orthologs were found to be differentially coregulated between the two treatments. Genes involved in cholesterol and unsaturated fatty acid biosynthesis were up-regulated by both inhibitors, consistent with cholesterol depletion; however, the extent of induction was greater in rat than in mouse hepatocytes. SQ1 induced several orthologs associated with microsomal, peroxisomal, and mitochondrial fatty acid oxidation and repressed orthologs involved in cell cycle regulation. By comparison, pravastatin repressed the expression of orthologs involved in retinol and xenobiotic metabolism. Several of the metabolic genes altered by isoprenoids were inducible by a PPARα agonist, whereas cytochrome P450 isoform 2B was inducible by activators of CAR. Our findings indicate that SSIs uniquely influence cellular lipid metabolism and cell cycle regulation, probably due to FPP catabolism through the farnesol pathway.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/pharmacology , Cholesterol/biosynthesis , Gene Expression Regulation/drug effects , Hepatocytes/drug effects , Hepatocytes/metabolism , Pravastatin/pharmacology , Terpenes/metabolism , Tricarboxylic Acids/pharmacology , Animals , Drug Synergism , Female , Male , Mice , Rats , Sequence Homology, Nucleic Acid
10.
Cereb Cortex ; 26(3): 1059-71, 2016 Mar.
Article in English | MEDLINE | ID: mdl-25452577

ABSTRACT

Tuberous sclerosis complex (TSC) is a multisystem genetic disorder caused by mutations in the TSC1 and TSC2 genes. Over 80% of TSC patients are affected by epilepsy, but the molecular events contributing to seizures in TSC are not well understood. Recent reports have demonstrated that the brain is enriched with microRNA activity, and they are critical in neural development and function. However, little is known about the role of microRNAs in TSC. Here, we report the characterization of aberrant microRNA activity in cortical tubers resected from 5 TSC patients surgically treated for medically intractable epilepsy. By comparing epileptogenic tubers with adjacent nontuber tissue, we identified a set of 4 coordinately overexpressed microRNAs (miRs 23a, 34a, 34b*, 532-5p). We used quantitative liquid chromatography-tandem mass spectrometry (LC-MS/MS) proteomic profiling to investigate the combined effect of the 4 microRNAs on target proteins. The proportion of repressed proteins among the predicted targets was significantly greater than in the overall proteome and was highly enriched for proteins involved in synaptic signal transmission. Among the combinatorial targets were TSC1, coding for the protein hamartin, and several epilepsy risk genes. We found decreased levels of hamartin in epileptogenic tubers and confirmed targeting of the TSC1 3' UTR by miRs-23a and 34a.


Subject(s)
Brain/metabolism , Drug Resistant Epilepsy/genetics , Drug Resistant Epilepsy/metabolism , MicroRNAs/metabolism , Tuberous Sclerosis/metabolism , Brain/surgery , Child , Child, Preschool , Chromatography, Liquid , Drug Resistant Epilepsy/epidemiology , Drug Resistant Epilepsy/surgery , Female , Humans , Male , Microarray Analysis , NF-kappa B/metabolism , Proteome , Real-Time Polymerase Chain Reaction , Risk , Synapses/metabolism , Tandem Mass Spectrometry , Tuberous Sclerosis/complications , Tuberous Sclerosis/genetics , Tuberous Sclerosis/surgery , Tuberous Sclerosis Complex 1 Protein , Tumor Suppressor Protein p53/metabolism , Tumor Suppressor Proteins/metabolism
11.
Drug Metab Dispos ; 43(7): 1061-70, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25948711

ABSTRACT

During cholestasis, the bile acid-conjugating enzymes, SULT2A1 and UGT2B4, work in concert to prevent the accumulation of toxic bile acids. To understand the impact of sulfotransferase deficiency on human hepatic gene expression, we knocked down 3'-phosphoadenosine-5'-phosphosulfate synthases (PAPSS) 1 and 2, which catalyze synthesis of the obligate sulfotransferase cofactor, in HepG2 cells. PAPSS knockdown caused no change in SULT2A1 expression; however, UGT2B4 expression increased markedly (∼41-fold increase in UGT2B4 mRNA content). Knockdown of SULT2A1 in HepG2 cells also increased UGT2B4 expression. To investigate the underlying mechanism, we transfected PAPSS-deficient HepG2 cells with a luciferase reporter plasmid containing ∼2 Kb of the UGT2B4 5'-flanking region, which included a response element for the bile acid-sensing nuclear receptor, farnesoid X receptor (FXR). FXR activation or overexpression increased UGT2B4 promoter activity; however, knocking down FXR or mutating or deleting the FXR response element did not significantly decrease UGT2B4 promoter activity. Further evaluation of the UGT2B4 5'-flanking region indicated the presence of distal regulatory elements between nucleotides -10090 and -10037 that negatively and positively regulated UGT2B4 transcription. Pulse-chase analysis showed that increased UGT2B4 expression in PAPSS-deficient cells was attributable to both increased mRNA synthesis and stability. Transfection analysis demonstrated that the UGT2B4 3'-untranslated region decreased luciferase reporter expression less in PAPSS-deficient cells than in control cells. These data indicate that knocking down PAPSS increases UGT2B4 transcription and mRNA stability as a compensatory response to the loss of SULT2A1 activity, presumably to maintain bile acid-conjugating activity.


Subject(s)
Bile Acids and Salts/genetics , Bile Acids and Salts/metabolism , Glucuronosyltransferase/biosynthesis , Glucuronosyltransferase/genetics , Multienzyme Complexes/genetics , Sulfate Adenylyltransferase/genetics , 5' Flanking Region/genetics , Cell Line , Gene Knockdown Techniques , Humans , Mutagenesis, Site-Directed , Mutation/genetics , Promoter Regions, Genetic/genetics , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Receptors, Cytoplasmic and Nuclear/genetics , Sulfotransferases/biosynthesis , Sulfotransferases/genetics , Transfection , Up-Regulation/genetics
12.
FEBS Lett ; 588(2): 206-12, 2014 Jan 21.
Article in English | MEDLINE | ID: mdl-24291258

ABSTRACT

Improving the stability of proteins is an important goal in many biomedical and industrial applications. A logical approach is to emulate stabilizing molecular interactions found in nature. Disulfide bonds are covalent interactions that provide substantial stability to many proteins and conform to well-defined geometric conformations, thus making them appealing candidates in protein engineering efforts. Disulfide engineering is the directed design of novel disulfide bonds into target proteins. This important biotechnological tool has achieved considerable success in a wide range of applications, yet the rules that govern the stabilizing effects of disulfide bonds are not fully characterized. Contrary to expectations, many designed disulfide bonds have resulted in decreased stability of the modified protein. We review progress in disulfide engineering, with an emphasis on the issue of stability and computational methods that facilitate engineering efforts.


Subject(s)
Disulfides , Protein Engineering/methods , Proteins/chemistry , Proteins/genetics , Computers , Disulfides/chemistry , Kinetics , Protein Stability
13.
BMC Bioinformatics ; 14: 346, 2013 Dec 01.
Article in English | MEDLINE | ID: mdl-24289175

ABSTRACT

BACKGROUND: Disulfide engineering is an important biotechnological tool that has advanced a wide range of research. The introduction of novel disulfide bonds into proteins has been used extensively to improve protein stability, modify functional characteristics, and to assist in the study of protein dynamics. Successful use of this technology is greatly enhanced by software that can predict pairs of residues that will likely form a disulfide bond if mutated to cysteines. RESULTS: We had previously developed and distributed software for this purpose: Disulfide by Design (DbD). The original DbD program has been widely used; however, it has a number of limitations including a Windows platform dependency. Here, we introduce Disulfide by Design 2.0 (DbD2), a web-based, platform-independent application that significantly extends functionality, visualization, and analysis capabilities beyond the original program. Among the enhancements to the software is the ability to analyze the B-factor of protein regions involved in predicted disulfide bonds. Importantly, this feature facilitates the identification of potential disulfides that are not only likely to form but are also expected to provide improved thermal stability to the protein. CONCLUSIONS: DbD2 provides platform-independent access and significantly extends the original functionality of DbD. A web server hosting DbD2 is provided at http://cptweb.cpt.wayne.edu/DbD2/.


Subject(s)
Disulfides/chemistry , Internet , Protein Engineering/methods , Proteins/chemistry , Software , Computational Biology/methods , Proteins/genetics , Proteins/metabolism
14.
PLoS One ; 8(7): e68601, 2013.
Article in English | MEDLINE | ID: mdl-23874683

ABSTRACT

It has been previously shown that acute myeloid leukemia (AML) patients with higher levels of GATA1 expression have poorer outcomes. Furthermore, pediatric Down syndrome (DS) patients with acute megakaryocytic leukemia (AMKL), whose blast cells almost universally harbor somatic mutations in exon 2 of the transcription factor gene GATA1, demonstrate increased overall survival relative to non-DS pediatric patients, suggesting a potential role for GATA1 in chemotherapy response. In this study, we confirmed that amongst non-DS patients, GATA1 transcripts were significantly higher in AMKL blasts compared to blasts from other AML subgroups. Further, GATA1 transcript levels significantly correlated with transcript levels for the anti-apoptotic protein Bcl-xL in our patient cohort. ShRNA knockdown of GATA1 in the megakaryocytic cell line Meg-01 resulted in significantly increased cytarabine (ara-C) and daunorubicin anti-proliferative sensitivities and decreased Bcl-xL transcript and protein levels. Chromatin immunoprecipitation (ChIP) and reporter gene assays demonstrated that the Bcl-x gene (which transcribes the Bcl-xL transcripts) is a bona fide GATA1 target gene in AMKL cells. Treatment of the Meg-01 cells with the histone deacetylase inhibitor valproic acid resulted in down-regulation of both GATA1 and Bcl-xL and significantly enhanced ara-C sensitivity. Furthermore, additional GATA1 target genes were identified by oligonucleotide microarray and ChIP-on-Chip analyses. Our findings demonstrate a role for GATA1 in chemotherapy resistance in non-DS AMKL cells, and identified additional GATA1 target genes for future studies.


Subject(s)
Drug Resistance, Neoplasm/genetics , GATA1 Transcription Factor/genetics , Leukemia, Megakaryoblastic, Acute/genetics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cells, Cultured , Child , Child, Preschool , Drug Resistance, Neoplasm/drug effects , Gene Expression Profiling , Gene Expression Regulation, Leukemic/drug effects , Gene Expression Regulation, Leukemic/physiology , Humans , Leukemia, Megakaryoblastic, Acute/drug therapy , Microarray Analysis , Up-Regulation/drug effects , Up-Regulation/genetics , Valproic Acid/pharmacology
15.
BMC Bioinformatics ; 13: 84, 2012 May 08.
Article in English | MEDLINE | ID: mdl-22568790

ABSTRACT

BACKGROUND: The rabbit is an important model organism used in a wide range of biomedical research. However, the rabbit genome is still sparsely annotated, thus prohibiting extensive functional analysis of gene sets derived from whole-genome experiments. We developed a web-based application that provides augmented annotation and orthologue analysis for rabbit genes. Importantly, the application allows comprehensive functional analysis through the use of orthologous relationships. RESULTS: Using data extracted from several public bioinformatics repositories we created Better Bunny, a database and query tool that extensively augments the available functional annotation for rabbit genes. Using the complete set of target genes from a commercial rabbit gene expression microarray as our benchmark, we are able to obtain functional information for 88 % of the genes on the microarray. Previously, functional information was available for fewer than 10 % of the rabbit genes. CONCLUSIONS: We have developed a freely available, web-accessible bioinformatics tool that enables investigators to quickly and easily perform extensive functional analysis of rabbit genes (http://cptweb.cpt.wayne.edu). The software application fills a critical void for a wide range of biomedical research that relies on the rabbit model and requires characterization of biological function for large sets of genes.


Subject(s)
Databases, Genetic , Molecular Sequence Annotation/methods , Rabbits/genetics , Software , Animals , Computational Biology , Genome , Internet , Microarray Analysis , User-Computer Interface
16.
PLoS One ; 7(2): e31575, 2012.
Article in English | MEDLINE | ID: mdl-22393365

ABSTRACT

BACKGROUND: In Saccharomyces cerevisiae, the G1 cyclin/cyclin-dependent kinase (CDK) complexes Cln1,-2,-3/Cdk1 promote S phase entry during the mitotic cell cycle but do not function during meiosis. It has been proposed that the meiosis-specific protein kinase Ime2, which is required for normal timing of pre-meiotic DNA replication, is equivalent to Cln1,-2/Cdk1. These two CDK complexes directly catalyze phosphorylation of the B-type cyclin/CDK inhibitor Sic1 during the cell cycle to enable its destruction. As a result, Clb5,-6/Cdk1 become activated and facilitate initiation of DNA replication. While Ime2 is required for Sic1 destruction during meiosis, evidence now suggests that Ime2 does not directly catalyze Sic1 phosphorylation to target it for destabilization as Cln1,-2/Cdk1 do during the cell cycle. METHODOLOGY/PRINCIPAL FINDINGS: We demonstrated that Sic1 is eventually degraded in meiotic cells lacking the IME2 gene (ime2Δ), supporting an indirect role of Ime2 in Sic1 destruction. We further examined global RNA expression comparing wild type and ime2Δ cells. Analysis of these expression data has provided evidence that Ime2 is required early in meiosis for normal transcription of many genes that are also periodically expressed during late G1 of the cell cycle. CONCLUSIONS/SIGNIFICANCE: Our results place Ime2 at a position in the early meiotic pathway that lies upstream of the position occupied by Cln1,-2/Cdk1 in the analogous cell cycle pathway. Thus, Ime2 may functionally resemble Cln3/Cdk1 in promoting S phase entry, or it could play a role even further upstream in the corresponding meiotic cascade.


Subject(s)
Cyclin-Dependent Kinases/metabolism , Intracellular Signaling Peptides and Proteins/physiology , Protein Serine-Threonine Kinases/physiology , Saccharomyces cerevisiae Proteins/physiology , Saccharomyces cerevisiae/metabolism , Amino Acid Motifs , CDC2 Protein Kinase/metabolism , Catalysis , Cell Cycle , Cyclin-Dependent Kinase Inhibitor Proteins/metabolism , Cyclins/metabolism , DNA Replication , Epistasis, Genetic , Gene Expression Profiling , Intracellular Signaling Peptides and Proteins/genetics , Meiosis , Models, Biological , Models, Genetic , Oligonucleotide Array Sequence Analysis , Phosphorylation , Ploidies , Protein Serine-Threonine Kinases/genetics , Repressor Proteins/metabolism , Saccharomyces cerevisiae/physiology , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
17.
Mech Ageing Dev ; 133(2-3): 75-82, 2012.
Article in English | MEDLINE | ID: mdl-22306610

ABSTRACT

The risk for developing colorectal cancer increases exponentially with age. We demonstrate that spontaneous loss of folate in the colon results in DNA damage accumulation and aberrant DNA damage responses that may contribute to the increased genomic instability and cancer risk in colon. We find greater than 2-fold changes in the expression of folate-absorption and folate retention genes within the colonocyte, demonstrating that with age the colon is able to induce expression of appropriate genes in response to limiting folate status. However, we also find that aging results in spontaneous accumulation of uracil in colon DNA, indicating that folate status is not fully restored by the increase in folate absorption. Expression of uracil-excising enzymes (Ung and Smug) are induced in response to uracil accumulation, and with age we see an approximate 3-fold increase in the level of expression that is matched by a corresponding increase in DNA polymerase ß expression. In further evaluating the DNA damage response, we investigated p53 localization and function and find abundant p53 levels, with p53 sequestered almost entirely in the cytoplasm. To determine whether cytoplasmic localization might impact p53 transactivation function, we conducted an unbiased screen of p53-target genes and found that age substantially alters expression of p53-target genes.


Subject(s)
Aging , Colon/pathology , Colorectal Neoplasms/pathology , DNA Damage , Folic Acid/chemistry , Folic Acid/metabolism , Animals , Colon/cytology , Colon/metabolism , Colorectal Neoplasms/metabolism , DNA/metabolism , DNA Repair , Homeostasis , Male , Mice , Mice, Inbred C57BL , Risk , Time Factors , Transcriptional Activation , Tumor Suppressor Protein p53/metabolism , Uracil/metabolism
18.
PLoS One ; 6(11): e27486, 2011.
Article in English | MEDLINE | ID: mdl-22110660

ABSTRACT

BACKGROUND: Acute megakaryocytic leukemia (AMkL) in Down syndrome (DS) children is uniformly associated with somatic GATA1 mutations, which result in the synthesis of a shorter protein (GATA1s) with altered transactivation activity compared to the wild-type GATA1. It is not fully established whether leukemogenesis and therapeutic responses in DS AMkL patients are due to loss of the wild-type GATA1 or due to a unique function of GATA1s. METHODOLOGY: Stable clones of CMK cells with decreased GATA1s or Bcl-2 levels were generated by using GATA1- or BCL-2-specific lentivirus shRNAs. In vitro ara-C, daunorubicin, and VP-16 cytotoxicities of the shRNA stable clones were determined by using the Cell Titer-blue reagent. Apoptosis and cell cycle distribution were determined by flow cytometry analysis. Changes in gene transcript levels were determined by gene expression microarray and/or real-time RT-PCR. Changes in protein levels were measured by Western blotting. In vivo binding of GATA1s to IL1A promoter was determined by chromatin immunoprecipitation assays. RESULTS: Lentivirus shRNA knockdown of the GATA1 gene in the DS AMkL cell line, CMK (harbors a mutated GATA1 gene and only expresses GATA1s), resulting in lower GATA1s protein levels, promoted cell differentiation towards the megakaryocytic lineage and repressed cell proliferation. Increased basal apoptosis and sensitivities to ara-C, daunorubicin, and VP-16 accompanied by down-regulated Bcl-2 were also detected in the CMK GATA1 shRNA knockdown clones. Essentially the same results were obtained when Bcl-2 was knocked down with lentivirus shRNA in CMK cells. Besides Bcl-2, down-regulation of GATA1s also resulted in altered expression of genes (e.g., IL1A, PF4, and TUBB1) related to cell death, proliferation, and differentiation. CONCLUSION: Our results suggest that GATA1s may facilitate leukemogenesis and potentially impact therapeutic responses in DS AMkL by promoting proliferation and survival, and by repressing megakaryocytic lineage differentiation, potentially by regulating expression of Bcl-2 protein and other relevant genes.


Subject(s)
Down Syndrome/complications , GATA1 Transcription Factor/metabolism , Leukemia, Megakaryoblastic, Acute/drug therapy , Leukemia, Megakaryoblastic, Acute/pathology , Cell Differentiation/drug effects , Cell Differentiation/genetics , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Cell Survival/genetics , Cytarabine/pharmacology , Cytarabine/therapeutic use , Daunorubicin/pharmacology , Daunorubicin/therapeutic use , Down-Regulation/drug effects , Down-Regulation/genetics , Etoposide/pharmacology , Etoposide/therapeutic use , GATA1 Transcription Factor/deficiency , GATA1 Transcription Factor/genetics , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/genetics , Gene Knockdown Techniques , Humans , Interleukin-1alpha/genetics , Lentivirus/genetics , Leukemia, Megakaryoblastic, Acute/complications , Leukemia, Megakaryoblastic, Acute/metabolism , Megakaryocytes/drug effects , Megakaryocytes/pathology , Proto-Oncogene Proteins c-bcl-2/genetics , RNA, Small Interfering/genetics
19.
Cancer Inform ; 10: 13-29, 2011 Feb 17.
Article in English | MEDLINE | ID: mdl-21552493

ABSTRACT

Aberrant microRNA activity has been reported in many diseases, and studies often find numerous microRNAs concurrently dysregulated. Most target genes have binding sites for multiple microRNAs, and mounting evidence indicates that it is important to consider their combinatorial effect on target gene repression. A recent study associated the coincident loss of expression of six microRNAs with metastatic potential in breast cancer. Here, we used a new computational method, miR-AT!, to investigate combinatorial activity among this group of microRNAs. We found that the set of transcripts having multiple target sites for these microRNAs was significantly enriched with genes involved in cellular processes commonly perturbed in metastatic tumors: cell cycle regulation, cytoskeleton organization, and cell adhesion. Network analysis revealed numerous target genes upstream of cyclin D1 and c-Myc, indicating that the collective loss of the six microRNAs may have a focal effect on these two key regulatory nodes. A number of genes previously implicated in cancer metastasis are among the predicted combinatorial targets, including TGFB1, ARPC3, and RANKL. In summary, our analysis reveals extensive combinatorial interactions that have notable implications for their potential role in breast cancer metastasis and in therapeutic development.

20.
Mol Carcinog ; 50(4): 291-300, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21465577

ABSTRACT

The present study used a postinitiation protocol to investigate molecular mechanisms by which black raspberries (BRBs) influence the late stages of N-nitrosomethylbenzylamine (NMBA)-induced esophageal tumorigenesis in rats. F344 rats were injected with NMBA and then fed either control diet or a diet containing 5% BRB powder. Control rats were injected with DMSO/water (20:80), the vehicle for NMBA. Esophagi from control, NMBA- and NMBA + BRB-treated rats were collected at 35 wk for histopathological, molecular, and immunohistochemical analyses. Treatment with 5% BRBs reduced the number of dysplastic lesions and the number and size of esophageal papillomas in NMBA-treated rats. When compared to esophagi from control rats, NMBA treatment led to the differential expression of 4807 genes in preneoplastic esophagus (PE) and 17 846 genes in esophageal papillomas. Dietary BRBs modulated 626 of the 4807 differentially expressed genes in PE and 625 of the 17 846 differentially expressed genes in esophageal papillomas towards normal levels of expression. In both PE and in papillomas, BRBs modulated the mRNA expression of genes associated with carbohydrate and lipid metabolism, cell proliferation and death, and inflammation. In these same tissues, BRBs modulated the expression of proteins associated with proliferation, apoptosis, inflammation, angiogenesis, and both cyclooxygenase and lipoxygenase pathways of arachidonic acid metabolism. Interestingly, matrix metalloproteinases involved in tissue invasion and metastasis, and proteins associated with cell-cell adhesion, were also modulated by BRBs. This is the first report of the effects of berries on the expression of genes associated with the late stages of rat esophageal carcinogenesis.


Subject(s)
Esophageal Neoplasms/prevention & control , Fruit/chemistry , Plant Preparations/pharmacology , Rosaceae/chemistry , Animals , Antigens, CD34/analysis , Apoptosis Regulatory Proteins/genetics , Apoptosis Regulatory Proteins/metabolism , Blotting, Western , Dimethylnitrosamine/analogs & derivatives , Dinoprostone/blood , Esophageal Neoplasms/chemically induced , Esophageal Neoplasms/genetics , Esophagus/drug effects , Esophagus/metabolism , Esophagus/pathology , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/drug effects , Immunohistochemistry , Ki-67 Antigen/analysis , Leukotriene B4/blood , Male , Oligonucleotide Array Sequence Analysis , Phytotherapy , Rats , Rats, Inbred F344 , Reverse Transcriptase Polymerase Chain Reaction , Time Factors
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