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1.
Age (Dordr) ; 35(3): 533-47, 2013 Jun.
Article in English | MEDLINE | ID: mdl-22411258

ABSTRACT

Biological aging alters the metabolism and volume of adipose tissue depots. Recent evidence suggests that circadian mechanisms play a role in promoting adipogenesis, obesity, and lipodystrophy. The current study compared cohorts of younger (5-9 months) and older (24-28 months) C57BL/6 mice as a function of biological age and circadian time. Advanced age significantly reduced the weight of the brown, epididymal, inguinal, and retroperitoneal adipose depots but not total body weight. The older mice reduced their physical activity by >50% and delayed their activity initiation after light offset. The expressed transcriptome in brown and white adipose depots and liver of both cohorts displayed evidence of circadian rhythmicity; however, the oscillating mRNAs differed significantly between age groups and across tissues. The amplitude of Cry1, a component of the negative arm of the circadian apparatus, and downstream regulators such as Rev-erbα were elevated in the older relative to the younger cohorts as a function of circadian time. Overall, transcript levels differed significantly for 557 (inguinal adipose), 1,016 (liver), and 1,021 (brown adipose) expressed sequences between the cohorts as a function of age. These included transcripts encoding proteins within the canonical and non-canonical Wnt pathways. Since the Wnt pathway regulates adipose stem cell differentiation and shares a critical enzyme, glycogen synthase kinase 3ß, with the circadian mechanism, the intersection between these two fundamental regulatory mechanisms merits further investigation with respect to biological aging of adipose tissues.


Subject(s)
Adipogenesis/physiology , Adipose Tissue/physiology , Aging/physiology , Circadian Rhythm/physiology , Animals , Cell Differentiation , Disease Models, Animal , Follow-Up Studies , Male , Mice , Mice, Inbred C57BL
2.
J Cell Biochem ; 113(3): 773-83, 2012 Mar.
Article in English | MEDLINE | ID: mdl-21976144

ABSTRACT

Osteosarcoma (OS) is the most common primary tumor in humans and dogs affecting the skeleton, and spontaneously occurring OS in dogs serves as an extremely useful model. Unacceptable toxicities using current treatment protocols prevent further dose-intensification from being a viable option to improve patient survival and thus, novel treatment strategies must be developed. Histone deacetylase inhibitors (HDACi) have recently emerged as a promising class of therapeutics demonstrating an ability to enhance the anti-tumor activity of traditional chemotherapeutics. To date, gene expression analysis of OS cell lines treated with HDACi has not been reported, and evaluation of the resultant gene expression changes may provide insight into the mechanisms that lead to success of HDACi. Canine OS cells, treated with a clinically relevant concentration of the HDACi valproic acid (VPA), were used for expression analysis on the Affymetrix canine v2.0 genechip. Differentially expressed genes were grouped into pathways based upon functional annotation; pathway analysis was performed with MetaCore and Ingenuity Pathways Analysis software. Validation of microarray results was performed by a combination of qRT-PCR and functional/biochemical assays revealing oxidative phosphorylation, cytoskeleton remodeling, cell cycle, and ubiquitin-proteasome among those pathways most affected by HDACi. The mitomycin C-bioactivating enzyme NQ01 also demonstrated upregulation following VPA treatment, leading to synergistic reductions in cell viability. These results provide a better understanding of the mechanisms by which HDACi exert their effect in OS, and have the potential to identify biomarkers that may serve as novel targets and/or predictors of response to HDACi-containing combination therapies in OS.


Subject(s)
Antineoplastic Agents/pharmacology , Bone Neoplasms/metabolism , Histone Deacetylase Inhibitors/pharmacology , Osteosarcoma/metabolism , Valproic Acid/pharmacology , Animals , Bone Neoplasms/enzymology , Bone Neoplasms/genetics , Cell Line, Tumor , Dogs , Down-Regulation , Endothelin-1/metabolism , Gene Expression Profiling , NAD(P)H Dehydrogenase (Quinone)/metabolism , Osteosarcoma/enzymology , Osteosarcoma/genetics , Proteasome Inhibitors , Real-Time Polymerase Chain Reaction , Systems Biology
3.
Curr Opin Clin Nutr Metab Care ; 14(6): 554-61, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21986477

ABSTRACT

PURPOSE OF REVIEW: Over the past decade, evidence has accumulated from basic science, clinical and epidemiological studies linking circadian mechanisms to adipose tissue biology and its related comorbidities, diabetes, metabolic syndrome and obesity. This review highlights recent in-vitro and in-vivo findings from murine, human and model organism studies. RECENT FINDINGS: High-fat diets attenuate circadian mechanisms in murine adipose depots and these effects appear to be due to obesity rather than hyperglycemia. Deletion of circadian regulatory genes such as AMPK1 and nocturnin alter the circadian biology of adipose tissue. Unlike the mouse, circadian gene oscillation in human adipose tissue appears to be independent of BMI and diabetes status, suggesting that circadian mechanistic variation occurs across species. Clues for future directions in this emerging field come from studies of the hibernation and torpor state in mammals and infection models involving the Drosophila metabolic organ or 'fat body'. SUMMARY: There is a growing consensus that circadian rhythms and metabolism are tightly regulated in adipose tissue and peripheral metabolic organs. Although central mechanisms are critical, autonomous clocks exist within the adipocytes themselves. Future circadian advances are likely to result from the studies of adipose tissue-specific gene deletions.


Subject(s)
Adipose Tissue/metabolism , Adipose Tissue/physiopathology , Circadian Rhythm/physiology , AMP-Activated Protein Kinases/genetics , AMP-Activated Protein Kinases/metabolism , Adipocytes , Animals , Diet, High-Fat , Drosophila/genetics , Drosophila/metabolism , Gene Deletion , Humans , Mice , Models, Animal , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Transcriptome
4.
BMC Genomics ; 12: 153, 2011 Mar 17.
Article in English | MEDLINE | ID: mdl-21414217

ABSTRACT

BACKGROUND: Aedes aegypti is arguably the most studied of all mosquito species in the laboratory and is the primary vector of both Dengue and Yellow Fever flaviviruses in the field. A large number of transcriptional studies have been made in the species and these usually report transcript quantities observed at a certain age or stage of development. However, circadian oscillation is an important characteristic of gene expression in many animals and plants, modulating both their physiology and behavior. Circadian gene expression in mosquito species has been previously reported but for only a few genes directly involved in the function of the molecular clock. RESULTS: Herein we analyze the transcription profiles of 21,494 messenger RNAs using an Ae. aegypti Agilent® microarray. Transcripts were quantified in adult female heads at 24 hours and then again at 72 hours and eight subsequent time points spaced four hours apart. We document circadian rhythms in multiple molecular pathways essential for growth, development, immune response, detoxification/pesticide resistance. Circadian rhythms were also noted in ribosomal protein genes used for normalization in reverse transcribed PCR (RT-PCR) to determine transcript abundance. We report pervasive oscillations and intricate synchronization patterns relevant to all known biological pathways. CONCLUSION: These results argue strongly that transcriptional analyses either need to be made over time periods rather than confining analyses to a single time point or development stage or exceptional care needs to be made to synchronize all mosquitoes to be analyzed and compared among treatment groups.


Subject(s)
Aedes/genetics , Circadian Clocks/genetics , Gene Expression Profiling , Animals , Female , Gene Expression Regulation , Genes, Insect , Head , Oligonucleotide Array Sequence Analysis , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction
5.
J Proteome Res ; 10(4): 1519-27, 2011 Apr 01.
Article in English | MEDLINE | ID: mdl-21261302

ABSTRACT

Adipose tissue contains a heterogeneous population of mature adipocytes, endothelial cells, immune cells, pericytes, and preadipocytic stromal/stem cells. To date, a majority of proteomic analyses have focused on intact adipose tissue or isolated adipose stromal/stem cells in vitro. In this study, human subcutaneous adipose tissue from multiple depots (arm and abdomen) obtained from female donors was separated into populations of stromal vascular fraction cells and mature adipocytes. Out of 960 features detected by 2-D gel electrophoresis, a total of 200 features displayed a 2-fold up- or down-regulation relative to each cell population. The protein identity of 136 features was determined. Immunoblot analyses comparing SVF relative to adipocytes confirmed that carbonic anhydrase II was up-regulated in both adipose depots while catalase was up-regulated in the arm only. Bioinformatic analyses of the data set determined that cytoskeletal, glycogenic, glycolytic, lipid metabolic, and oxidative stress related pathways were highly represented as differentially regulated between the mature adipocytes and stromal vascular fraction cells. These findings extend previous reports in the literature with respect to the adipose tissue proteome and the consequences of adipogenesis. The proteins identified may have value as biomarkers for monitoring the physiology and pathology of cell populations within subcutaneous adipose depots.


Subject(s)
Adipocytes/chemistry , Electrophoresis, Gel, Two-Dimensional/methods , Endothelial Cells/chemistry , Proteome/analysis , Stromal Cells/chemistry , Subcutaneous Fat/cytology , Adult , Carbonic Anhydrase II/metabolism , Cell Differentiation , Cells, Cultured , Computational Biology/methods , Endothelial Cells/cytology , Female , Humans , Mass Spectrometry/methods , Middle Aged , Phenotype , Stem Cells/chemistry , Stem Cells/cytology , Stromal Cells/cytology
6.
Ann Med ; 43(1): 1-12, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21142579

ABSTRACT

Multiple microarray studies have documented the importance of circadian regulation of gene expression in different species under many experimental conditions. However, these reports often differ with respect to the identity and total number of oscillating genes. This review explores the interrelated questions of: How many genes are oscillating within individual tissues or systems? What are the forces that drive these oscillations? What are the methodological sources contributing to the discrepancy between estimates of gene oscillation? And finally, what are the physiological and systemic implications of oscillatory gene expression with respect to circadian molecular biology? Since this remains an evolving area of investigation, this hypothetical and speculative review also highlights the potential limitations faced by the current data in the literature relating to the novel paradigm(s) proposed.


Subject(s)
Circadian Rhythm/physiology , Gene Expression Regulation/physiology , Animals , Arabidopsis/genetics , Arabidopsis/physiology , Drosophila melanogaster/genetics , Drosophila melanogaster/physiology , Humans , Mice , Oligonucleotide Array Sequence Analysis , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/physiology
7.
Nat Rev Endocrinol ; 7(2): 98-107, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21178997

ABSTRACT

Circadian rhythms make a critical contribution to endocrine functions that involve adipose tissue. These contributions are made at the systemic, organ and stem cell levels. The transcription factors and enzymes responsible for the maintenance of circadian rhythms in adipose depots and other peripheral tissues that are metabolically active have now been identified. Furthermore, the circadian regulation of glucose and lipid metabolism is well-established. Animal and human models provide strong evidence that disturbances in circadian pathways are associated with an increased risk of type 2 diabetes mellitus, obesity and their comorbidities. Thus, circadian mechanisms represent a novel putative target for therapy in patients with metabolic diseases.


Subject(s)
Adipose Tissue/metabolism , Circadian Clocks/physiology , Adipose Tissue/physiology , Animals , Glucose/metabolism , Humans , Lipid Metabolism
8.
BMC Cancer ; 10: 506, 2010 Sep 22.
Article in English | MEDLINE | ID: mdl-20860831

ABSTRACT

BACKGROUND: Osteosarcoma (OSA) spontaneously arises in the appendicular skeleton of large breed dogs and shares many physiological and molecular biological characteristics with human OSA. The standard treatment for OSA in both species is amputation or limb-sparing surgery, followed by chemotherapy. Unfortunately, OSA is an aggressive cancer with a high metastatic rate. Characterization of OSA with regard to its metastatic potential and chemotherapeutic resistance will improve both prognostic capabilities and treatment modalities. METHODS: We analyzed archived primary OSA tissue from dogs treated with limb amputation followed by doxorubicin or platinum-based drug chemotherapy. Samples were selected from two groups: dogs with disease free intervals (DFI) of less than 100 days (n = 8) and greater than 300 days (n = 7). Gene expression was assessed with Affymetrix Canine 2.0 microarrays and analyzed with a two-tailed t-test. A subset of genes was confirmed using qRT-PCR and used in classification analysis to predict prognosis. Systems-based gene ontology analysis was conducted on genes selected using a standard J5 metric. The genes identified using this approach were converted to their human homologues and assigned to functional pathways using the GeneGo MetaCore platform. RESULTS: Potential biomarkers were identified using gene expression microarray analysis and 11 differentially expressed (p < 0.05) genes were validated with qRT-PCR (n = 10/group). Statistical classification models using the qRT-PCR profiles predicted patient outcomes with 100% accuracy in the training set and up to 90% accuracy upon stratified cross validation. Pathway analysis revealed alterations in pathways associated with oxidative phosphorylation, hedgehog and parathyroid hormone signaling, cAMP/Protein Kinase A (PKA) signaling, immune responses, cytoskeletal remodeling and focal adhesion. CONCLUSIONS: This profiling study has identified potential new biomarkers to predict patient outcome in OSA and new pathways that may be targeted for therapeutic intervention.


Subject(s)
Biomarkers, Tumor/metabolism , Bone Neoplasms/metabolism , Bone Neoplasms/veterinary , Osteosarcoma/metabolism , Osteosarcoma/veterinary , Animals , Antineoplastic Agents/pharmacology , Biomarkers/metabolism , Bone Neoplasms/diagnosis , Bone Neoplasms/mortality , Cyclic AMP/metabolism , Disease Models, Animal , Disease-Free Survival , Dogs , Female , Male , Neoplasm Metastasis , Oligonucleotide Array Sequence Analysis , Osteosarcoma/diagnosis , Osteosarcoma/mortality , Phosphorylation , Prognosis , Signal Transduction , Treatment Outcome
9.
Am J Reprod Immunol ; 64(4): 295-306, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20678166

ABSTRACT

PROBLEM: Infection of naïve pregnant cows with non-cytopathic (ncp) bovine viral diarrhea virus (BVDV) results in transplacental infection of the fetus. Infection of the pregnant cow with ncp BVDV late in gestation (after day 150) results in transient infection (TI), as both the dam and fetus can mount an immune response to the virus. In contrast, if the fetus is infected with ncp BVDV early in gestation (before day 150), the fetal immune system is undeveloped and unable to recognize the virus as foreign. This results in induction of immune tolerance to the infecting BVDV strain and persistent infection (PI). METHODS: Infection of naïve pregnant heifers with ncp BVDV2 on day 75 was hypothesized to induce differential gene expression in white blood cells of the dams and their fetuses, adversely affecting development and antiviral immune responses in PI fetuses. RESULTS: Gene expression differed in maternal blood cells in the presence of PI versus uninfected fetuses. PI adversely affected fetal development and antiviral responses, despite protective immune responses in the dam. CONCLUSION: Fetal PI with BVDV alters maternal immune function, compromises fetal growth and immune responses, and results in expression of maternal blood biomarkers that can be used to identify cows carrying PI fetuses.


Subject(s)
Bovine Virus Diarrhea-Mucosal Disease/immunology , Bovine Virus Diarrhea-Mucosal Disease/virology , Diarrhea Virus 1, Bovine Viral/immunology , Fetal Diseases/veterinary , Pregnancy Complications, Infectious/veterinary , Animals , Antigens, Viral/immunology , Bovine Virus Diarrhea-Mucosal Disease/transmission , Cattle , Chemokine CXCL12/metabolism , Female , Fetal Diseases/immunology , Fetal Diseases/virology , Fetus/immunology , Gene Expression Regulation , Immune Tolerance , Infectious Disease Transmission, Vertical , Interferon Type I/genetics , Interferon Type I/metabolism , Pregnancy , Pregnancy Complications, Infectious/immunology , Pregnancy Complications, Infectious/virology , Receptors, CXCR4/metabolism
10.
Cytotherapy ; 12(4): 538-46, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20380539

ABSTRACT

BACKGROUND AIMS: Adipose-derived stromal/stem cells (ASC) capable of multipotential differentiation can be isolated with high yields from human subcutaneous lipoaspirates. This study reports our recent experience of isolating and immunophenotypically characterizing ASC from >60 human patients with a mean age of 43.6 and body mass index (BMI) of 27. METHODS: We examined the ASC yield per unit volume of lipoaspirate tissue, the surface antigen profile based on flow cytometry, histochemical differentiation potential along the adipogenic and osteogenic pathways, and expression of adipogenic mRNA by transcriptomic microarray and reverse transcription (RT)-polymerase chain reaction (PCR). RESULTS: The population (n = 64) of predominantly Caucasian (84.3%) female (90.6%) donors had a mean age of 43.6 +/- 11.1 years and a mean BMI of 27.0 +/- 3.8. A yield of 375 +/- 142 x 10(3) ASC was obtained per milliliter of lipoaspirate within a 4.1 +/- 0.7-day culture period (n = 62). The ASC population was uniformly CD29(+) CD34(+) CD44(lo) CD45(lo) CD73(+) CD90(+) CD105(+) and capable of undergoing both adipogenesis and osteogenesis in vitro based on Oil Red O and Alizarin Red staining, respectively. Adipogenic differentiation was associated with a significant induction of multiple mRNA associated with lipid storage and synthesis based on microarray analysis of n = 3 donors. During an adipogenic differentiation time-course, representative mRNA (adiponectin, C/EBPalpha, leptin and LPL) displayed increases of several orders of magnitude. CONCLUSIONS: These findings demonstrate the reproducibility of subcutaneous lipoaspirates as a consistent and abundant source of functional ASC from donors across a spectrum of ages and BMI. These results have relevance for regenerative medical applications exploiting autologous and allogeneic ASC for soft and hard tissue engineering.


Subject(s)
Mesenchymal Stem Cell Transplantation , Multipotent Stem Cells/physiology , Osteogenesis , RNA, Messenger/analysis , Subcutaneous Fat/cytology , Adipogenesis/physiology , Adult , Body Mass Index , Cell Separation , Female , Flow Cytometry , Guided Tissue Regeneration , Humans , Lipectomy , Lipid Metabolism/genetics , Male , Middle Aged , Multipotent Stem Cells/cytology , Oligonucleotide Array Sequence Analysis , Osteogenesis/physiology , Stem Cell Niche , Stromal Cells/cytology , Stromal Cells/physiology , Subcutaneous Fat/surgery
11.
Physiol Genomics ; 36(3): 129-39, 2009 Feb 02.
Article in English | MEDLINE | ID: mdl-19018046

ABSTRACT

The consequences of viral infection during pregnancy include impact on fetal and maternal immune responses and on fetal development. Transplacental infection in cattle with noncytopathic bovine viral diarrhea virus (ncpBVDV) during early gestation results in persistently infected (PI) fetuses with life-long viremia and susceptibility to infections. Infection of the fetus during the third trimester or after birth leads to a transient infection cleared by a competent immune system. We hypothesized that ncpBVDV infection and presence of an infected fetus would alter immune response and lead to downregulation of proinflammatory processes in pregnant dams. Naïve pregnant heifers were challenged with ncpBVDV2 on day 75 (PI fetus) and day 175 [transiently infected (TI) fetus] or kept uninfected (healthy control fetus). Maternal blood samples were collected up to day 190 of gestation. Genome-wide microarray analysis of gene expression in maternal peripheral white blood cells, performed on days 160 and 190 of gestation, revealed multiple signal transduction pathways affected by ncpBVDV infection. Acute infection and presence of a TI fetus caused upregulation of the type I interferon (IFN) pathway genes, including dsRNA sensors and IFN-stimulated genes. The presence of a PI fetus caused prolonged downregulation of chemokine receptor 4 (CXCR4) and T cell receptor (TCR) signaling in maternal blood cells. We conclude that: 1) infection with ncpBVDV induces a vigorous type I IFN response, and 2) presence of a PI fetus causes downregulation of important signaling pathways in the blood of the dam, which could have deleterious consequences on fetal development and the immune response.


Subject(s)
Diarrhea Viruses, Bovine Viral/physiology , Leukocytes/metabolism , Leukocytes/virology , Signal Transduction/genetics , Animals , Cattle , Chemokine CXCL12/genetics , Female , Gene Expression Profiling , Gene Expression Regulation, Developmental , Host-Pathogen Interactions , Leukocytes/cytology , Oligonucleotide Array Sequence Analysis , Pregnancy , Receptors, CXCR4/genetics , Reverse Transcriptase Polymerase Chain Reaction
12.
BMC Bioinformatics ; 9 Suppl 9: S8, 2008 Aug 12.
Article in English | MEDLINE | ID: mdl-18793472

ABSTRACT

BACKGROUND: Metastases are responsible for the majority of cancer fatalities. The molecular mechanisms governing metastasis are poorly understood, hindering early diagnosis and treatment. Previous studies of gene expression patterns in metastasis have concentrated on selection of a small number of "signature" biomarkers. RESULTS: We propose an alternative approach that puts into focus gene interaction networks and molecular pathways rather than separate genes. We have reanalyzed expression data from a large set of primary solid and metastatic tumors originating from different tissues using the latest available tools for normalization, identification of differentially expressed genes and pathway analysis. Our studies indicate that regardless of the tissue of origin, all metastatic tumors share a number of common features related to changes in basic energy metabolism, cell adhesion/cytoskeleton remodeling, antigen presentation and cell cycle regulation. Analysis of multiple independent datasets indicates significantly reduced oxidative phosphorylation in metastases compared to primary solid tumors. CONCLUSION: Our methods allow identification of robust, although not necessarily highly expressed biomarkers. A systems approach relying on groups of interacting genes rather than single markers is also essential for understanding the cellular processes leading to metastatic progression. We have identified metabolic pathways associated with metastasis that may serve as novel targets for therapeutic intervention.


Subject(s)
Algorithms , Biomarkers, Tumor/metabolism , Gene Expression Profiling/methods , Models, Biological , Neoplasm Metastasis/physiopathology , Neoplasm Proteins/metabolism , Systems Biology/methods , Biomarkers, Tumor/analysis , Computer Simulation , Disease Progression , Humans , Neoplasm Proteins/analysis , Pattern Recognition, Automated/methods , Signal Transduction
13.
BMC Bioinformatics ; 8 Suppl 7: S15, 2007 Nov 01.
Article in English | MEDLINE | ID: mdl-18047714

ABSTRACT

BACKGROUND: It has been previously reported that most mammalian genes display a circadian oscillation in their baseline expression. Consequently, the phase and amplitude of each component of a signal transduction cascade has downstream consequences. RESULTS: Here, we report our analysis of alternative transcripts in the leptin signaling pathway which is responsible for the systemic regulation of macronutrient storage and energy balance. We focused on the circadian expression pattern of a critical component of the leptin signaling system, suppressor of cytokine signaling 3 (SOCS3). On an Affymetrix GeneChip 430A2 microarray, this gene is represented by three probe sets targeting different regions within the 3' end of the last exon. We demonstrate that in murine brown adipose tissue two downstream 3' probe sets experience circadian baseline oscillation in counter-phase to the upstream probe set. Such differences in expression patterns are a telltale sign of alternative splicing within the last exon of SOCS3. In contrast, all three probe sets oscillated in a common phase in murine liver and white adipose tissue. This suggests that the regulation of SOCS3 expression in brown fat is tissue specific. Another component of the signaling pathway, Janus kinase (JAK), is directly regulated by SOCS and has alternative transcript probe sets oscillating in counter-phase in a white adipose tissue specific manner. CONCLUSION: We hypothesize that differential oscillation of alternative transcripts may provide a mechanism to maintain steady levels of expression in spite of circadian baseline variation.


Subject(s)
Adipose Tissue, Brown/metabolism , Biological Clocks/physiology , Circadian Rhythm/physiology , Leptin/metabolism , Signal Transduction/physiology , Suppressor of Cytokine Signaling Proteins/metabolism , Transcriptional Activation/physiology , Animals , Mice , Models, Biological , Oscillometry/methods , Pattern Recognition, Automated/methods , Suppressor of Cytokine Signaling 3 Protein , Transcription Factors/metabolism
14.
PLoS Comput Biol ; 3(6): e120, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17571920

ABSTRACT

In mammals, circadian periodicity has been described for gene expression in the hypothalamus and multiple peripheral tissues. It is accepted that 10%-15% of all genes oscillate in a daily rhythm, regulated by an intrinsic molecular clock. Statistical analyses of periodicity are limited by the small size of datasets and high levels of stochastic noise. Here, we propose a new approach applying digital signal processing algorithms separately to each group of genes oscillating in the same phase. Combined with the statistical tests for periodicity, this method identifies circadian baseline oscillation in almost 100% of all expressed genes. Consequently, circadian oscillation in gene expression should be evaluated in any study related to biological pathways. Changes in gene expression caused by mutations or regulation of environmental factors (such as photic stimuli or feeding) should be considered in the context of changes in the amplitude and phase of genetic oscillations.


Subject(s)
Biological Clocks/physiology , Circadian Rhythm/physiology , Gene Expression Regulation/physiology , Models, Biological , Proteome/genetics , Proteome/metabolism , Signal Processing, Computer-Assisted , Animals , Computer Simulation , Humans , Mammals , Pattern Recognition, Automated/methods
15.
J Bone Miner Res ; 22(3): 357-65, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17144790

ABSTRACT

UNLABELLED: The genes encoding the core circadian transcription factors display an oscillating expression profile in murine calvarial bone. More than 26% of the calvarial bone transcriptome exhibits a circadian rhythm, comparable with that observed in brown and white adipose tissues and liver. Thus, circadian mechanisms may directly modulate oxidative phosphorylation and multiple metabolic pathways in bone homeostasis. INTRODUCTION: Although circadian rhythms have been associated historically with central regulatory mechanisms, there is emerging evidence that the circadian transcriptional apparatus exists in peripheral tissues. The aim of this study was to determine the presence and extent of circadian oscillation in the transcriptome of murine calvarial bone. MATERIALS AND METHODS: Cohorts of 8-week-old male AKR/J mice were maintained in a controlled 12-h light:12-h dark cycle on an ad libitum diet for 2 weeks. Groups of three mice were killed every 4 h over a 48-h period. The level of gene expression at successive times-points was determined by quantitative RT-PCR and Affymetrix microarray. Data were analyzed using multiple statistical time series algorithms, including Cosinor, Fisher g-test, and the permutation time test. RESULTS: Both the positive (Bmal1, Npas2) and negative (Cry1, Cry2, Per1, Per2, Per3) elements of the circadian transcriptional apparatus and their immediate downstream targets and mediators (Dbp, Rev-erbalpha, Rev-erbbeta) exhibited oscillatory expression profiles. Consistent with findings in other tissues, the positive and negative elements were in antiphase relative to each other. More than 26% of the genes present on the microarray displayed an oscillatory profile in calvarial bone, comparable with the levels observed in brown and white adipose tissues and liver; however, only a subset of 174 oscillating genes were shared among all four tissues. CONCLUSIONS: Our findings show that the components of the circadian transcriptional apparatus are represented in calvarial bone and display coordinated oscillatory behavior. However, these are not the only genes to display an oscillatory expression profile, which is seen in multiple pathways involving oxidative phosphorylation and lipid, protein, and carbohydrate metabolism.


Subject(s)
Circadian Rhythm/physiology , Gene Expression Regulation/physiology , Skull/metabolism , Transcription Factors/metabolism , Adipose Tissue, Brown/metabolism , Adipose Tissue, White/metabolism , Animals , Gene Expression Profiling , Liver/metabolism , Male , Mice , Oligonucleotide Array Sequence Analysis , Organ Specificity/physiology
16.
BMC Bioinformatics ; 7 Suppl 2: S10, 2006 Sep 06.
Article in English | MEDLINE | ID: mdl-17118131

ABSTRACT

BACKGROUND: Periodic processes, such as the circadian rhythm, are important factors modulating and coordinating transcription of genes governing key metabolic pathways. Theoretically, even small fluctuations in the orchestration of circadian gene expression patterns among different tissues may result in functional asynchrony, at the organism level, and may contribute to a wide range of pathologic disorders. Identification of circadian expression pattern in time series data is important, but equally challenging. Microarray technology allows estimation of relative expression of thousands of genes at each time point. However, this estimation often lacks precision and microarray experiments are prohibitively expensive, limiting the number of data points in a time series expression profile. The data produced in these experiments carries a high degree of stochastic variation, obscuring the periodic pattern and a limited number of replicates, typically covering not more than two complete periods of oscillation. RESULTS: To address this issue, we have developed a simple, but effective, computational technique for the identification of a periodic pattern in relatively short time series, typical for microarray studies of circadian expression. This test is based on a random permutation of time points in order to estimate non-randomness of a periodogram. The Permutated time, or Pt-test, is able to detect oscillations within a given period in expression profiles dominated by a high degree of stochastic fluctuations or oscillations of different irrelevant frequencies. We have conducted a comprehensive study of circadian expression on a large data set produced at PBRC, representing three different peripheral murine tissues. We have also re-analyzed a number of similar time series data sets produced and published independently by other research groups over the past few years. CONCLUSION: The Permutated time test (Pt-test) is demonstrated to be effective for detection of periodicity in short time series typical for high-density microarray experiments. The software is a set of C++ programs available from the authors on the open source basis.


Subject(s)
Circadian Rhythm , Computational Biology/methods , DNA/analysis , Oligonucleotide Array Sequence Analysis/methods , Algorithms , Animals , DNA/genetics , DNA Mutational Analysis , Liver/metabolism , Mice , Mice, Inbred AKR , Time Factors
17.
PLoS Comput Biol ; 2(3): e16, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16532060

ABSTRACT

Circadian rhythms are prevalent in most organisms. Even the smallest disturbances in the orchestration of circadian gene expression patterns among different tissues can result in functional asynchrony, at the organism level, and may to contribute to a wide range of physiologic disorders. It has been reported that as many as 5%-10% of transcribed genes in peripheral tissues follow a circadian expression pattern. We have conducted a comprehensive study of circadian gene expression on a large dataset representing three different peripheral tissues. The data have been produced in a large-scale microarray experiment covering replicate daily cycles in murine white and brown adipose tissues as well as in liver. We have applied three alternative algorithmic approaches to identify circadian oscillation in time series expression profiles. Analyses of our own data indicate that the expression of at least 7% to 21% of active genes in mouse liver, and in white and brown adipose tissues follow a daily oscillatory pattern. Indeed, analysis of data from other laboratories suggests that the percentage of genes with an oscillatory pattern may approach 50% in the liver. For the rest of the genes, oscillation appears to be obscured by stochastic noise. Our phase classification and computer simulation studies based on multiple datasets indicate no detectable boundary between oscillating and non-oscillating fractions of genes. We conclude that greater attention should be given to the potential influence of circadian mechanisms on any biological pathway related to metabolism and obesity.


Subject(s)
Circadian Rhythm , Gene Expression Regulation , Adipose Tissue , Algorithms , Animals , Computational Biology/methods , Liver/metabolism , Mice , Models, Statistical , Obesity , Oligonucleotide Array Sequence Analysis , Oscillometry , Stochastic Processes , Transcription, Genetic
18.
Diabetes ; 55(4): 962-70, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16567517

ABSTRACT

First described in the suprachiasmatic nucleus, circadian clocks have since been found in several peripheral tissues. Although obesity has been associated with dysregulated circadian expression profiles of leptin, adiponectin, and other fat-derived cytokines, there have been no comprehensive analyses of the circadian clock machinery in adipose depots. In this study, we show robust and coordinated expression of circadian oscillator genes (Npas2, Bmal1, Per1-3, and Cry1-2) and clock-controlled downstream genes (Rev-erb alpha, Rev-erb beta, Dbp, E4bp4, Stra13, and Id2) in murine brown, inguinal, and epididymal (BAT, iWAT, and eWAT) adipose tissues. These results correlated with respective gene expression in liver and the serum markers of circadian function. Through Affymetrix microarray analysis, we identified 650 genes that shared circadian expression profiles in BAT, iWAT, and liver. Furthermore, we have demonstrated that temporally restricted feeding causes a coordinated phase-shift in circadian expression of the major oscillator genes and their downstream targets in adipose tissues. The presence of circadian oscillator genes in fat has significant metabolic implications, and their characterization may have potential therapeutic relevance with respect to the pathogenesis and treatment of diseases such as obesity, type 2 diabetes, and the metabolic syndrome.


Subject(s)
Adipose Tissue, Brown/physiology , Adipose Tissue/physiology , Circadian Rhythm/physiology , Gene Expression Regulation , Adiponectin/blood , Animals , Eating , Leptin/blood , Male , Mice , Mice, Inbred AKR , Oligonucleotide Array Sequence Analysis , Periodicity
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