1
|
TLR4 Deficiency Impairs Oligodendrocyte Formation in the Injured Spinal Cord. J Neurosci 2017; 36:6352-64. [PMID: 27277810 DOI: 10.1523/jneurosci.0353-16.2016] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 05/05/2016] [Indexed: 12/12/2022] Open
Abstract
UNLABELLED Acute oligodendrocyte (OL) death after traumatic spinal cord injury (SCI) is followed by robust neuron-glial antigen 2 (NG2)-positive OL progenitor proliferation and differentiation into new OLs. Inflammatory mediators are prevalent during both phases and can influence the fate of NG2 cells and OLs. Specifically, toll-like receptor (TLR) 4 signaling induces OL genesis in the naive spinal cord, and lack of TLR4 signaling impairs white matter sparing and functional recovery after SCI. Therefore, we hypothesized that TLR4 signaling may regulate oligodendrogenesis after SCI. C3H/HeJ (TLR4-deficient) and control (C3H/HeOuJ) mice received a moderate midthoracic spinal contusion. TLR4-deficient mice showed worse functional recovery and reduced OL numbers compared with controls at 24 h after injury through chronic time points. Acute OL loss was accompanied by reduced ferritin expression, which is regulated by TLR4 and needed for effective iron storage. TLR4-deficient injured spinal cords also displayed features consistent with reduced OL genesis, including reduced NG2 expression, fewer BrdU-positive OLs, altered BMP4 signaling and inhibitor of differentiation 4 (ID4) expression, and delayed myelin phagocytosis. Expression of several factors, including IGF-1, FGF2, IL-1β, and PDGF-A, was altered in TLR4-deficient injured spinal cords compared with wild types. Together, these data show that TLR4 signaling after SCI is important for OL lineage cell sparing and replacement, as well as in regulating cytokine and growth factor expression. These results highlight new roles for TLR4 in endogenous SCI repair and emphasize that altering the function of a single immune-related receptor can dramatically change the reparative responses of multiple cellular constituents in the injured CNS milieu. SIGNIFICANCE STATEMENT Myelinating cells of the CNS [oligodendrocytes (OLs)] are killed for several weeks after traumatic spinal cord injury (SCI), but they are replaced by resident progenitor cells. How the concurrent inflammatory signaling affects this endogenous reparative response is unclear. Here, we provide evidence that immune receptor toll-like receptor 4 (TLR4) supports OL lineage cell sparing, long-term OL and OL progenitor replacement, and chronic functional recovery. We show that TLR4 signaling is essential for acute iron storage, regulating cytokine and growth factor expression, and efficient myelin debris clearance, all of which influence OL replacement. Importantly, the current study reveals that a single immune receptor is essential for repair responses after SCI, and the potential mechanisms of this beneficial effect likely change over time after injury.
Collapse
|
2
|
Zhang Q, Yang F, Li X, Wang LW, Chu XG, Zhang H, Gong ZJ. Trichostatin A Protects Against Experimental Acute-on-Chronic Liver Failure in Rats Through Regulating the Acetylation of Nuclear Factor-κB. Inflammation 2016; 38:1364-73. [PMID: 25604312 DOI: 10.1007/s10753-014-0108-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Histone deacetylase inhibitors (HDACi) were recently shown to suppress inflammatory responses in experimental models of autoimmune and inflammatory diseases. In this study, the protective effects of Trichostatin A (TSA), an HDACi, on experimental acute-on-chronic liver failure (ACLF) in rat were explored. An ACLF model was established in rats, and animals were randomly divided into control, model, and TSA-treated groups. The rats in TSA-treated group received TSA (2 mg/kg) at 2 h before induction of ACLF. Samples were obtained at 24 h after ACLF induction. We found that the rats in model group showed severe damage to liver tissue at 24 h after ACLF induction. TSA improved liver injury effectively. Serum tumor necrosis factor-alpha (TNF-α), interferon-γ (IFN-γ), interleukin (IL)-10, and IL-18 levels were significantly increased in model group compared with control group, but TSA reduced serum TNF-α, IFN-γ, IL-10, and IL-18 levels effectively compared with model group. In addition, TSA reduced the total HDAC activity, promoted the acetylation of histone, and decreased the expressions of class I HDAC in liver tissue. TSA also increased the acetylation levels and decreased phosphorylation levels in NF-κB p65. The median survival time of the rats was significantly prolonged in TSA-treated group. To conclude, TSA can inhibit the release of multiple inflammatory cytokines, prolong the survival time, and protect against ACLF in rats. The mechanisms were probably through enhancing the acetylation levels of non-histones rather than histone.
Collapse
Affiliation(s)
- Qian Zhang
- Department of Infectious Diseases, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | | | | | | | | | | | | |
Collapse
|
3
|
Robert C, Kapetanovic R, Beraldi D, Watson M, Archibald AL, Hume DA. Identification and annotation of conserved promoters and macrophage-expressed genes in the pig genome. BMC Genomics 2015; 16:970. [PMID: 26582032 PMCID: PMC4652390 DOI: 10.1186/s12864-015-2111-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Accepted: 10/19/2015] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The FANTOM5 consortium used Cap Analysis of Gene Expression (CAGE) tag sequencing to produce a comprehensive atlas of promoters and enhancers within the human and mouse genomes. We reasoned that the mapping of these regulatory elements to the pig genome could provide useful annotation and evidence to support assignment of orthology. RESULTS For human transcription start sites (TSS) associated with annotated human-mouse orthologs, 17% mapped to the pig genome but not to the mouse, 10% mapped only to the mouse, and 55% mapped to both pig and mouse. Around 17% did not map to either species. The mapping percentages were lower where there was not clear orthology relationship, but in every case, mapping to pig was greater than to mouse, and the degree of homology was also greater. Combined mapping of mouse and human CAGE-defined promoters identified at least one putative conserved TSS for >16,000 protein-coding genes. About 54% of the predicted locations of regulatory elements in the pig genome were supported by CAGE and/or RNA-Seq analysis from pig macrophages. CONCLUSIONS Comparative mapping of promoters and enhancers from humans and mice can provide useful preliminary annotation of other animal genomes. The data also confirm extensive gain and loss of regulatory elements between species, and the likelihood that pigs provide a better model than mice for human gene regulation and function.
Collapse
Affiliation(s)
- Christelle Robert
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, EH25 9RG, Edinburgh, UK.
| | - Ronan Kapetanovic
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.
| | - Dario Beraldi
- Cancer Research UK, Cambridge Research Institute, Li Ka Shing Center, Robinson Way, Cambridge, CB2 0RE, UK.
| | - Mick Watson
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, EH25 9RG, Edinburgh, UK.
- Edinburgh Genomics, University of Edinburgh, Easter Bush, Edinburgh, EH25 9RG, UK.
| | - Alan L Archibald
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, EH25 9RG, Edinburgh, UK.
| | - David A Hume
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, EH25 9RG, Edinburgh, UK.
| |
Collapse
|
4
|
Ohtomo T, Nakao C, Sumiya M, Kaminuma O, Abe A, Mori A, Inaba N, Kato T, Yamada J. Identification of acyl-CoA thioesterase in mouse mesenteric lymph nodes. Biol Pharm Bull 2014; 36:866-71. [PMID: 23649344 DOI: 10.1248/bpb.b12-01088] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Acyl-CoA thioesterases (ACOTs) are a group of enzymes that catalyze the hydrolysis of fatty acyl-CoAs to free fatty acids and CoA, with the potential to regulate the intracellular levels of these molecules. In this study, we show that a cytosolic isoform, ACOT7, is expressed at a significant level in the mesenteric lymph nodes (MLNs) of mice. While crude preparations of the mesenteric visceral fat contained significant levels of palmitoyl-CoA thioesterase activity, enzyme activity was concentrated 6.9-fold in MLNs compared with the residual adipose portion after excision of MLNs. When MLN homogenates were centrifuged, 82% of the enzyme activity was recovered in the cytosolic fraction, concomitant with almost exclusive recovery of ACOT7. Immunoprecipitation using anti-ACOT7 antibody estimated that 87% of enzyme activity in the homogenates was accounted for by ACOT7. On MLN sections, the germinal centers of secondary lymphoid follicles were immunostained with the antibody. In MLNs of mice fasted for 16 h, ACOT7 levels were induced 1.8-fold, which reflected a 1.5-fold increase in enzyme activity. These findings suggest that ACOT7 may be involved in dietary intake-associated responses in fatty acid metabolism in MLNs.
Collapse
Affiliation(s)
- Takayuki Ohtomo
- Department of Pharmacotherapeutics, Tokyo University of Pharmacy and Life Sciences, Tokyo 192–0392, Japan
| | | | | | | | | | | | | | | | | |
Collapse
|
5
|
Zhou WZ, Zhang YM, Lu JY, Li JF. Construction and evaluation of normalized cDNA libraries enriched with full-length sequences for rapid discovery of new genes from Sisal (Agave sisalana Perr.) different developmental stages. Int J Mol Sci 2012. [PMID: 23202944 PMCID: PMC3497318 DOI: 10.3390/ijms131013150] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
To provide a resource of sisal-specific expressed sequence data and facilitate this powerful approach in new gene research, the preparation of normalized cDNA libraries enriched with full-length sequences is necessary. Four libraries were produced with RNA pooled from Agave sisalana multiple tissues to increase efficiency of normalization and maximize the number of independent genes by SMART™ method and the duplex-specific nuclease (DSN). This procedure kept the proportion of full-length cDNAs in the subtracted/normalized libraries and dramatically enhanced the discovery of new genes. Sequencing of 3875 cDNA clones of libraries revealed 3320 unigenes with an average insert length about 1.2 kb, indicating that the non-redundancy of libraries was about 85.7%. These unigene functions were predicted by comparing their sequences to functional domain databases and extensively annotated with Gene Ontology (GO) terms. Comparative analysis of sisal unigenes and other plant genomes revealed that four putative MADS-box genes and knotted-like homeobox (knox) gene were obtained from a total of 1162 full-length transcripts. Furthermore, real-time PCR showed that the characteristics of their transcripts mainly depended on the tight expression regulation of a number of genes during the leaf and flower development. Analysis of individual library sequence data indicated that the pooled-tissue approach was highly effective in discovering new genes and preparing libraries for efficient deep sequencing.
Collapse
Affiliation(s)
- Wen-Zhao Zhou
- South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Science, Zhanjiang 524091, China.
| | | | | | | |
Collapse
|
6
|
Macrophages.com: an on-line community resource for innate immunity research. Immunobiology 2011; 216:1203-11. [PMID: 21924793 DOI: 10.1016/j.imbio.2011.07.025] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2011] [Accepted: 07/18/2011] [Indexed: 01/03/2023]
Abstract
Macrophages play a major role in tissue remodelling during development, wound healing and tissue homeostasis, and are central to innate immunity and to the pathology of tissue injury and inflammation. Given this fundamental role in many aspects of biological function, an enormous wealth of information has accumulated on these fascinating cells in the literature and other public repositories. With the escalation of genome-scale data derived from macrophages and related haematopoietic cell types, there is a growing need for an integrated resource that seeks to compile, organise and analyse our collective knowledge of macrophage biology. Here we describe a community-driven web-based resource, macrophages.com that aims to provide a portal onto various types of Omics data to facilitate comparative genomic studies, promoter and transcriptional network analyses, models of macrophage pathways together with other information on these cells. To this end, the website combines public and in-house analyses of expression data with pre-analysed views of co-expressed genes as supported by the network analysis tool BioLayout Express(3D), as well as providing access to maps of pathways active in macrophages. Macrophages.com also provides access to an extensive image library of macrophages in adult/embryonic tissue sections prepared from normal and transgenic mice. In addition, the site links to the Human Protein Atlas database so as to provide direct access to protein expression patterns in human macrophages. Finally, an integrated gene-centric portal provides the tools for rapid promoter analysis studies based on a comprehensive set of CAGE-derived transcription start site (TSS) sequences in human and mouse genomes as generated by the Functional Annotation of Mammalian genomes (FANTOM) projects initiated by the RIKEN Omics Science Center. Our aim is to continue to grow the macrophages.com resource using publicly available data, as well as in-house generated knowledge. In so doing we aim to provide a user-friendly community website and a community portal for access to comprehensive sets of macrophage-related data.
Collapse
|
7
|
Bogdanov EA, Shagina I, Barsova EV, Kelmanson I, Shagin DA, Lukyanov SA. Normalizing cDNA libraries. ACTA ACUST UNITED AC 2010; Chapter 5:Unit 5.12.1-27. [PMID: 20373503 DOI: 10.1002/0471142727.mb0512s90] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The characterization of rare messages in cDNA libraries is complicated by the substantial variations that exist in the abundance levels of different transcripts in cells and tissues. The equalization (normalization) of cDNA is a helpful approach for decreasing the prevalence of abundant transcripts, thereby facilitating the assessment of rare transcripts. This unit provides a method for duplex-specific nuclease (DSN)-based normalization, which allows for the fast and reliable equalization of cDNA, thereby facilitating the generation of normalized, full-length-enriched cDNA libraries, and enabling efficient RNA analyses.
Collapse
|
8
|
Hammer KDP, Yum MY, Dixon PM, Birt DF. Identification of JAK-STAT pathways as important for the anti-inflammatory activity of a Hypericum perforatum fraction and bioactive constituents in RAW 264.7 mouse macrophages. PHYTOCHEMISTRY 2010; 71:716-25. [PMID: 20303133 PMCID: PMC2858624 DOI: 10.1016/j.phytochem.2010.02.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2009] [Revised: 12/22/2009] [Accepted: 02/05/2010] [Indexed: 05/07/2023]
Abstract
Hypericum perforatum extracts have been used to treat diseases, including mild-to-moderate depression and inflammatory conditions. It is particularly important to identify which constituents present in the H. perforatum extracts are responsible for its anti-inflammatory activity since consumers are taking H. perforatum preparations to treat inflammation. We used a combination of four putative bioactive constituents, called the 4-component-system that interacted synergistically to explain the light-activated anti-inflammatory activity of an H. perforatum fraction in RAW 264.7 mouse macrophages. We also combined the constituents at concentrations detected in the fraction to identify key molecular targets. LPS was used to model an inflammatory response, and the 4-component-system and H. perforatum fraction were used as treatments that inhibited LPS-induced prostaglandin E(2) (PGE(2)) production in RAW 264.7 mouse macrophages in the studies of gene expression profiles. We used Affymetrix genechips, statistical analysis, and quantitative real-time PCR to identify key gene targets of the 4-component-system and the sub-fraction from an H. perforatum ethanol extract. The H. perforatum sub-fraction, with or without LPS stimulation, affected far more genes than the 4-component-system with and without LPS. Genes involved in Janus kinase, as well as a signal transducer and activator of transcription (JAK-STAT) and eicosanoid pathways were identified that could account for the reduction in PGE(2) observed with both treatments in LPS-stimulated macrophages. Ten genes may be particularly important targets for activity of the 4-component-system and the fraction with LPS stimulation and these genes were involved in inflammatory signaling pathways, namely the JAK-STAT and eicosanoid pathways.
Collapse
Affiliation(s)
- Kimberly D. P. Hammer
- Center for Research on Botanical Dietary Supplements, Iowa State University; Ames, Iowa; USA
- Department of Food Science and Human Nutrition, Iowa State University; Ames, Iowa; USA
- Interdepartmental Genetics, Iowa State University; Ames, Iowa; USA
| | - Man-Yu Yum
- Center for Research on Botanical Dietary Supplements, Iowa State University; Ames, Iowa; USA
- Department of Statistics, Iowa State University; Ames, Iowa; USA
| | - Philip M. Dixon
- Center for Research on Botanical Dietary Supplements, Iowa State University; Ames, Iowa; USA
- Department of Statistics, Iowa State University; Ames, Iowa; USA
| | - Diane F. Birt
- Center for Research on Botanical Dietary Supplements, Iowa State University; Ames, Iowa; USA
- Department of Food Science and Human Nutrition, Iowa State University; Ames, Iowa; USA
- Interdepartmental Genetics, Iowa State University; Ames, Iowa; USA
- To whom correspondence should be addressed: Diane F. Birt, 220 MacKay Hall, Iowa State University; Ames, Iowa, 50011; USA, , Fax: (515) 294-6193, Telephone: (515) 294-9873
| |
Collapse
|
9
|
Costalonga M, Batas L, Reich BJ. Effects of Toll-like receptor 4 onPorphyromonas gingivalis-induced bone loss in mice. J Periodontal Res 2009; 44:537-42. [DOI: 10.1111/j.1600-0765.2008.01152.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
|
10
|
Abstract
Cells of the mononuclear phagocyte system (MPS) are found in large numbers in every organ of the body, where they contribute to innate and acquired immunity and homeostasis. This review considers the locations of MPS cells, surface markers that distinguish subsets of monocytes and macrophages, the pathways of MPS differentiation, and the growth factors and transcription factors that guide them. Although the number of MPS sub-populations that can be defined is infinite, the features that unite the MPS remain compelling. Those features clearly include antigen-presenting dendritic cells within the MPS and argue against any basis for separating them from macrophages.
Collapse
|
11
|
Cornish EJ, Hurtgen BJ, McInnerney K, Burritt NL, Taylor RM, Jarvis JN, Wang SY, Burritt JB. Reduced nicotinamide adenine dinucleotide phosphate oxidase-independent resistance to Aspergillus fumigatus in alveolar macrophages. THE JOURNAL OF IMMUNOLOGY 2008; 180:6854-67. [PMID: 18453606 DOI: 10.4049/jimmunol.180.10.6854] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The fungal pathogen Aspergillus fumigatus is responsible for increasing numbers of fatal infections in immune-compromised humans. Alveolar macrophages (AM) are important in the innate defense against aspergillosis, but little is known about their molecular responses to fungal conidia in vivo. We examined transcriptional changes and superoxide release by AM from C57BL/6 and gp91(phox)(-/-) mice in response to conidia. Following introduction of conidia into the lung, microarray analysis of AM showed the transcripts most strongly up-regulated in vivo to encode chemokines and additional genes that play a critical role in neutrophil and monocyte recruitment, indicating that activation of phagocytes represents a critical early response of AM to fungal conidia. Of the 73 AM genes showing > or = 2-fold changes, 8 were also increased in gp91(phox)(-/-) mice by conidia and in C57BL/6 mice by polystyrene beads, suggesting a common innate response to particulate matter. Ingenuity analysis of the microarray data from C57BL/6 mice revealed immune cell signaling and gene expression as primary mechanisms of this response. Despite the well-established importance of phagocyte NADPH oxidase in resisting aspergillosis, we found no evidence of this mechanism in AM following introduction of conidia into the mouse lung using transcriptional, luminometry, or NBT staining analysis. In support of these findings, we observed that AM from C57BL/6 and gp91(phox)(-/-) mice inhibit conidial germination equally in vitro. Our results indicate that early transcription in mouse AM exposed to conidia in vivo targets neutrophil recruitment, and that NADPH oxidase-independent mechanisms in AM contribute to inhibition of conidial germination.
Collapse
Affiliation(s)
- E Jean Cornish
- Department of Microbiology, Montana State University, Bozeman, MT 59717, USA
| | | | | | | | | | | | | | | |
Collapse
|
12
|
Ravasi T, Wells CA, Hume DA. Systems biology of transcription control in macrophages. Bioessays 2008; 29:1215-26. [PMID: 18008376 DOI: 10.1002/bies.20683] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The study of the mammalian immune system offers many advantages to systems biologists. The cellular components of the mammalian immune system are experimentally tractable; they can be isolated or differentiated from in vivo and ex vivo sources and have an essential role in health and disease. For these reasons, the major effectors cells of the innate immune system, macrophages, have been a particular focus in international genome and transcriptome consortia. Genome-scale analysis of the transcriptome, and transcription initiation has enabled the construction of predictive models of transcription control in macrophages that identify the points of control (the major nodes of networks) and the ways in which they interact.
Collapse
Affiliation(s)
- Timothy Ravasi
- Scripps NeuroAIDS Preclinical Studies Centre and Department of Bioengineering, Jacobs School of Engineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
| | | | | |
Collapse
|
13
|
Bogdanova EA, Shagin DA, Lukyanov SA. Normalization of full-length enriched cDNA. MOLECULAR BIOSYSTEMS 2008; 4:205-12. [PMID: 18437263 DOI: 10.1039/b715110c] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Analysis of rare messages in cDNA libraries is extremely difficult due to the substantial variations in the abundance of different transcripts in cells and tissues. Therefore, for rare transcript searches and analyses, the generation of equalized (normalized) cDNA is essential. Several cDNA normalization methods have been developed since 1990. A number of these methods have been optimized for the normalization of full-length enriched cDNA, and used in various applications, including transcriptome analysis and functional screening of cDNA libraries. One such procedure (named DSN-normalization) is based on the unique properties of duplex-specific nuclease (DSN) from kamchatka crab and allows the generation of normalized cDNA libraries with a high gene discovery rate.
Collapse
Affiliation(s)
- Ekaterina A Bogdanova
- Shemiakin and Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, Russia
| | | | | |
Collapse
|
14
|
Lehtonen A, Ahlfors H, Veckman V, Miettinen M, Lahesmaa R, Julkunen I. Gene expression profiling during differentiation of human monocytes to macrophages or dendritic cells. J Leukoc Biol 2007; 82:710-20. [PMID: 17595377 DOI: 10.1189/jlb.0307194] [Citation(s) in RCA: 120] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Macrophages and dendritic cells (DC) are APC, which regulate innate and adaptive immune responses. Macrophages function locally mainly, maintaining inflammatory responses in tissues, whereas DC take up microbes, mature, and migrate to local lymph nodes to present microbial antigens to naïve T cells to elicit microbe-specific immune responses. Blood monocytes can be differentiated in vitro to macrophages or DC by GM-CSF or GM-CSF + IL-4, respectively. In the present study, we performed global gene expression analyses using Affymetrix HG-U133A Gene Chip oligonucleotide arrays during macrophage and DC differentiation. During the differentiation process, 340 and 350 genes were up-regulated, and 190 and 240 genes were down-regulated in macrophages and DC, respectively. There were also more that 200 genes, which were expressed differentially in fully differentiated macrophages and DC. Macrophage-specific genes include, e.g., CD14, CD163, C5R1, and FcgammaR1A, and several cell surface adhesion molecules, cytokine receptors, WNT5A and its receptor of the Frizzled family FZD2, fibronectin, and FcepsilonR1A were identified as DC-specific. Our results reveal significant differences in gene expression profiles between macrophages and DC, and these differences can partially explain the functional differences between these two important cell types.
Collapse
Affiliation(s)
- Anne Lehtonen
- Department of Viral Diseases and Immunology, National Public Health Institute, Mannerheimintie 166, FI-00300 Helsinki, Finland
| | | | | | | | | | | |
Collapse
|
15
|
Forwood JK, Thakur AS, Guncar G, Marfori M, Mouradov D, Meng W, Robinson J, Huber T, Kellie S, Martin JL, Hume DA, Kobe B. Structural basis for recruitment of tandem hotdog domains in acyl-CoA thioesterase 7 and its role in inflammation. Proc Natl Acad Sci U S A 2007; 104:10382-7. [PMID: 17563367 PMCID: PMC1965522 DOI: 10.1073/pnas.0700974104] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Acyl-CoA thioesterases (Acots) catalyze the hydrolysis of fatty acyl-CoA to free fatty acid and CoA and thereby regulate lipid metabolism and cellular signaling. We present a comprehensive structural and functional characterization of mouse acyl-CoA thioesterase 7 (Acot7). Whereas prokaryotic homologues possess a single thioesterase domain, mammalian Acot7 contains a pair of domains in tandem. We determined the crystal structures of both the N- and C-terminal domains of the mouse enzyme, and inferred the structure of the full-length enzyme using a combination of chemical cross-linking, mass spectrometry, and molecular modeling. The quaternary arrangement in Acot7 features a trimer of hotdog fold dimers. Both domains of Acot7 are required for activity, but only one of two possible active sites in the dimer is functional. Asn-24 and Asp-213 (from N- and C-domains, respectively) were identified as the catalytic residues through site-directed mutagenesis. An enzyme with higher activity than wild-type Acot7 was obtained by mutating the residues in the nonfunctional active site. Recombinant Acot7 was shown to have the highest activity toward arachidonoyl-CoA, suggesting a function in eicosanoid metabolism. In line with the proposal, Acot7 was shown to be highly expressed in macrophages and up-regulated by lipopolysaccharide. Overexpression of Acot7 in a macrophage cell line modified the production of prostaglandins D2 and E2. Together, the results link the molecular and cellular functions of Acot7 and identify the enzyme as a candidate drug target in inflammatory disease.
Collapse
Affiliation(s)
- Jade K. Forwood
- *School of Molecular and Microbial Sciences
- To whom correspondence may be addressed. E-mail: or
| | | | - Gregor Guncar
- *School of Molecular and Microbial Sciences
- Institute for Molecular Bioscience
| | | | | | - Weining Meng
- *School of Molecular and Microbial Sciences
- Institute for Molecular Bioscience
| | - Jodie Robinson
- Institute for Molecular Bioscience
- Cooperative Research Centre for Chronic Inflammatory Diseases, and
| | | | - Stuart Kellie
- *School of Molecular and Microbial Sciences
- Institute for Molecular Bioscience
- Cooperative Research Centre for Chronic Inflammatory Diseases, and
| | - Jennifer L. Martin
- *School of Molecular and Microbial Sciences
- Institute for Molecular Bioscience
- **Australian Research Council Special Research Centre for Functional and Applied Genomics, University of Queensland, Brisbane, Queensland 4072, Australia
| | - David A. Hume
- *School of Molecular and Microbial Sciences
- Institute for Molecular Bioscience
- Cooperative Research Centre for Chronic Inflammatory Diseases, and
- **Australian Research Council Special Research Centre for Functional and Applied Genomics, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Bostjan Kobe
- *School of Molecular and Microbial Sciences
- Institute for Molecular Bioscience
- **Australian Research Council Special Research Centre for Functional and Applied Genomics, University of Queensland, Brisbane, Queensland 4072, Australia
- To whom correspondence may be addressed. E-mail: or
| |
Collapse
|
16
|
Ripoll VM, Irvine KM, Ravasi T, Sweet MJ, Hume DA. GpnmbIs Induced in Macrophages by IFN-γ and Lipopolysaccharide and Acts as a Feedback Regulator of Proinflammatory Responses. THE JOURNAL OF IMMUNOLOGY 2007; 178:6557-66. [PMID: 17475886 DOI: 10.4049/jimmunol.178.10.6557] [Citation(s) in RCA: 159] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The process of inflammation requires the selective expression of a suite of genes in cells of the macrophage lineage. To identify candidate regulators of inflammation, we used cDNA microarrays to compare the transcriptome of inflammatory macrophages (thioglycolate-elicited peritoneal macrophages), bone marrow-derived macrophages, nonadherent spleen cells, and fibroblasts. We identified genes that were macrophage restricted and further elevated in inflammatory macrophages, and characterized the function of one such gene, gpnmb. Gpnmb mRNA expression was enriched in myelomonocytic cell lines and macrophage-related tissues and strongly up-regulated during macrophage differentiation. Epitope-tagged GPNMB expressed in RAW264.7 cells exhibited a perinuclear distribution and colocalized with the Golgi marker coat protein beta. Upon activation of macrophages with IFN-gamma and LPS, GPNMB translocated from the Golgi apparatus to vesicular compartments scattered toward the periphery. Gpnmb overexpression in RAW264.7 cells caused a 2-fold reduction in the production of the cytokines IL-6 and IL-12p40 and the inflammatory mediator NO in response to LPS. DBA mice, which have an inactivating point mutation in the gpnmb gene, exhibited reduced numbers of myeloid cells, elevated numbers of thioglycolate-elicited peritoneal macrophages, and higher levels of proinflammatory cytokines in response to LPS. Thus, GPNMB acts as a negative regulator of macrophage inflammatory responses.
Collapse
Affiliation(s)
- Vera M Ripoll
- Cooperative Research Centre for Chronic Inflammatory Diseases and Special Research Centre for Functional and Applied Genomics, Institute for Molecular Bioscience, University of Queensland, Queensland, Australia
| | | | | | | | | |
Collapse
|
17
|
Tegnér J, Nilsson R, Bajic VB, Björkegren J, Ravasi. T. Systems biology of innate immunity. Cell Immunol 2007; 244:105-9. [PMID: 17433274 PMCID: PMC1947944 DOI: 10.1016/j.cellimm.2007.01.010] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2007] [Accepted: 01/31/2007] [Indexed: 02/07/2023]
Abstract
Systems Biology has emerged as an exciting research approach in molecular biology and functional genomics that involves a systematic use of genomic, proteomic, and metabolomic technologies for the construction of network-based models of biological processes. These endeavors, collectively referred to as systems biology establish a paradigm by which to systematically interrogate, model, and iteratively refine our knowledge of the regulatory events within a cell. Here, we present a new systems approach, integrating DNA and transcript expression information, specifically designed to identify transcriptional networks governing the macrophage immune response to lipopolysaccharide (LPS). Using this approach, we are not only able to infer a global macrophage transcriptional network, but also time-specific sub-networks that are dynamically active across the LPS response. We believe that our system biological approach could be useful for identifying other complex networks mediating immunological responses.
Collapse
Affiliation(s)
- Jesper Tegnér
- Unit of Computational Medicine, King Gustaf V Research Institute, Department of Medicine, Karolinska Institutet, SE-171 76 Stockholm, Sweden
- Computational Biology, Department of Physics, Linköping University, SE-581 53 Linköping, Sweden
- *To whom correspondence should be addressed: Timothy Ravasi, Department of Bioengineering, University of California, San Diego, CA, USA. Phone: 1-858-822-4704, Fax: 1-858 822-4246, E-mail: (). Jesper Tegnér, Computational Biology, Department of Physics, Linköpings University, S-58183 Linköping, Sweden. Phone: +46-703 282989, Fax: +46-13-142355, E-mail: ()
| | - Roland Nilsson
- Computational Biology, Department of Physics, Linköping University, SE-581 53 Linköping, Sweden
| | | | - Johan Björkegren
- Unit of Computational Medicine, King Gustaf V Research Institute, Department of Medicine, Karolinska Institutet, SE-171 76 Stockholm, Sweden
| | - Timothy Ravasi.
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, 1 -7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan
- Scripps NeuroAIDS Preclinical Studies Centre, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
- Department of Bioengineering, Jacobs School of Engineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
- *To whom correspondence should be addressed: Timothy Ravasi, Department of Bioengineering, University of California, San Diego, CA, USA. Phone: 1-858-822-4704, Fax: 1-858 822-4246, E-mail: (). Jesper Tegnér, Computational Biology, Department of Physics, Linköpings University, S-58183 Linköping, Sweden. Phone: +46-703 282989, Fax: +46-13-142355, E-mail: ()
| |
Collapse
|
18
|
Puri M, Robin G, Cowieson N, Forwood JK, Listwan P, Hu SH, Guncar G, Huber T, Kellie S, Hume DA, Kobe B, Martin JL. Focusing in on structural genomics: The University of Queensland structural biology pipeline. ACTA ACUST UNITED AC 2006; 23:281-9. [PMID: 17097918 DOI: 10.1016/j.bioeng.2006.09.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2006] [Revised: 09/22/2006] [Accepted: 09/25/2006] [Indexed: 10/24/2022]
Abstract
The flood of new genomic sequence information together with technological innovations in protein structure determination have led to worldwide structural genomics (SG) initiatives. The goals of SG initiatives are to accelerate the process of protein structure determination, to fill in protein fold space and to provide information about the function of uncharacterized proteins. In the long-term, these outcomes are likely to impact on medical biotechnology and drug discovery, leading to a better understanding of disease as well as the development of new therapeutics. Here we describe the high throughput pipeline established at the University of Queensland in Australia. In this focused pipeline, the targets for structure determination are proteins that are expressed in mouse macrophage cells and that are inferred to have a role in innate immunity. The aim is to characterize the molecular structure and the biochemical and cellular function of these targets by using a parallel processing pipeline. The pipeline is designed to work with tens to hundreds of target gene products and comprises target selection, cloning, expression, purification, crystallization and structure determination. The structures from this pipeline will provide insights into the function of previously uncharacterized macrophage proteins and could lead to the validation of new drug targets for chronic obstructive pulmonary disease and arthritis.
Collapse
Affiliation(s)
- Munish Puri
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
19
|
Jensen K, Talbot R, Paxton E, Waddington D, Glass EJ. Development and validation of a bovine macrophage specific cDNA microarray. BMC Genomics 2006; 7:224. [PMID: 16948847 PMCID: PMC1590031 DOI: 10.1186/1471-2164-7-224] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2006] [Accepted: 09/01/2006] [Indexed: 01/28/2023] Open
Abstract
Background The response of macrophages to danger signals is an important early stage in the immune response. Our understanding of this complex event has been furthered by microarray analysis, which allows the simultaneous investigation of the expression of large numbers of genes. However, the microarray resources available to study these events in livestock animals are limited. Results Here we report the development of a bovine macrophage specific (BoMP) cDNA microarray. The BoMP microarray contains 5026 sequence elements (printed in duplicate) and numerous controls. The majority of the clones incorporated on the microarray were derived from the BoMP cDNA library generated from bovine myeloid cells subjected to various stimuli, including over 900 sequences unique to the library. Additional clones representing immunologically important genes have been included on the BoMP microarray. The microarray was validated by investigating the response of bovine monocytes to stimulation with interferon-γ and lipopolysaccharide using amplified RNA. At 2 and 16 hours post stimulation 695 genes exhibited statistically significant differential expression, including; 26 sequences unique to the BoMP library, interleukin 6, prion protein and toll-like receptor 4. Conclusion A 5 K cDNA microarray has been successfully developed to investigate gene expression in bovine myeloid cells. The BoMP microarray is available from the ARK-Genomics Centre for Functional Genomics in Farm Animals, UK.
Collapse
Affiliation(s)
- Kirsty Jensen
- Division of Genetics & Genomics, Roslin Institute, Roslin, Midlothian, Edinburgh, EH25 9PS, UK
| | - Richard Talbot
- ARK-Genomics Facility, Roslin Institute, Roslin, Midlothian, Edinburgh, EH25 9PS, UK
| | - Edith Paxton
- Division of Genetics & Genomics, Roslin Institute, Roslin, Midlothian, Edinburgh, EH25 9PS, UK
| | - David Waddington
- Division of Genetics & Genomics, Roslin Institute, Roslin, Midlothian, Edinburgh, EH25 9PS, UK
| | - Elizabeth J Glass
- Division of Genetics & Genomics, Roslin Institute, Roslin, Midlothian, Edinburgh, EH25 9PS, UK
| |
Collapse
|
20
|
Aung HT, Schroder K, Himes SR, Brion K, van Zuylen W, Trieu A, Suzuki H, Hayashizaki Y, Hume DA, Sweet MJ, Ravasi T. LPS regulates proinflammatory gene expression in macrophages by altering histone deacetylase expression. FASEB J 2006; 20:1315-27. [PMID: 16816106 DOI: 10.1096/fj.05-5360com] [Citation(s) in RCA: 167] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Bacterial LPS triggers dramatic changes in gene expression in macrophages. We show here that LPS regulated several members of the histone deacetylase (HDAC) family at the mRNA level in murine bone marrow-derived macrophages (BMM). LPS transiently repressed, then induced a number of HDACs (Hdac-4, 5, 7) in BMM, whereas Hdac-1 mRNA was induced more rapidly. Treatment of BMM with trichostatin A (TSA), an inhibitor of HDACs, enhanced LPS-induced expression of the Cox-2, Cxcl2, and Ifit2 genes. In the case of Cox-2, this effect was also apparent at the promoter level. Overexpression of Hdac-8 in RAW264 murine macrophages blocked the ability of LPS to induce Cox-2 mRNA. Another class of LPS-inducible genes, which included Ccl2, Ccl7, and Edn1, was suppressed by TSA, an effect most likely mediated by PU.1 degradation. Hence, HDACs act as potent and selective negative regulators of proinflammatory gene expression and act to prevent excessive inflammatory responses in macrophages.
Collapse
Affiliation(s)
- Hnin Thanda Aung
- Cooperative Research Centre for Chronic inflammatory Diseases, Institute for Molecular Bioscience, University of Queensland, Australia
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
21
|
Wells CA, Chalk AM, Forrest A, Taylor D, Waddell N, Schroder K, Himes SR, Faulkner G, Lo S, Kasukawa T, Kawaji H, Kai C, Kawai J, Katayama S, Carninci P, Hayashizaki Y, Hume DA, Grimmond SM. Alternate transcription of the Toll-like receptor signaling cascade. Genome Biol 2006; 7:R10. [PMID: 16507160 PMCID: PMC1431733 DOI: 10.1186/gb-2006-7-2-r10] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2005] [Revised: 12/09/2005] [Accepted: 01/16/2006] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Alternate splicing of key signaling molecules in the Toll-like receptor (Tlr) cascade has been shown to dramatically alter the signaling capacity of inflammatory cells, but it is not known how common this mechanism is. We provide transcriptional evidence of widespread alternate splicing in the Toll-like receptor signaling pathway, derived from a systematic analysis of the FANTOM3 mouse data set. Functional annotation of variant proteins was assessed in light of inflammatory signaling in mouse primary macrophages, and the expression of each variant transcript was assessed by splicing arrays. RESULTS A total of 256 variant transcripts were identified, including novel variants of Tlr4, Ticam1, Tollip, Rac1, Irak1, 2 and 4, Mapk14/p38, Atf2 and Stat1. The expression of variant transcripts was assessed using custom-designed splicing arrays. We functionally tested the expression of Tlr4 transcripts under a range of cytokine conditions via northern and quantitative real-time polymerase chain reaction. The effects of variant Mapk14/p38 protein expression on macrophage survival were demonstrated. CONCLUSION Members of the Toll-like receptor signaling pathway are highly alternatively spliced, producing a large number of novel proteins with the potential to functionally alter inflammatory outcomes. These variants are expressed in primary mouse macrophages in response to inflammatory mediators such as interferon-gamma and lipopolysaccharide. Our data suggest a surprisingly common role for variant proteins in diversification/repression of inflammatory signaling.
Collapse
Affiliation(s)
- Christine A Wells
- Eskitis Institute for Cell and Molecular Therapies, School of Biological and Biomedical Sciences, Griffith University, Brisbane 4111, Australia
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - Alistair M Chalk
- Eskitis Institute for Cell and Molecular Therapies, School of Biological and Biomedical Sciences, Griffith University, Brisbane 4111, Australia
- Karolinska Institutet, S-171 77 Stockholm, Sweden
| | - Alistair Forrest
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - Darrin Taylor
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - Nic Waddell
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - Kate Schroder
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - S Roy Himes
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - Geoffrey Faulkner
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| | - Sandra Lo
- Eskitis Institute for Cell and Molecular Therapies, School of Biological and Biomedical Sciences, Griffith University, Brisbane 4111, Australia
| | - Takeya Kasukawa
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center, RIKEN Yokohama Institute, Yokohama, Kanagawa 230-0045, Japan
| | - Hideya Kawaji
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center, RIKEN Yokohama Institute, Yokohama, Kanagawa 230-0045, Japan
| | - Chikatoshi Kai
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center, RIKEN Yokohama Institute, Yokohama, Kanagawa 230-0045, Japan
| | - Jun Kawai
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center, RIKEN Yokohama Institute, Yokohama, Kanagawa 230-0045, Japan
- Genome Science Laboratory, Discovery Research Institute, RIKEN Wako Institute, Wako, Saitama 351-0198, Japan
| | - Shintaro Katayama
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center, RIKEN Yokohama Institute, Yokohama, Kanagawa 230-0045, Japan
| | - Piero Carninci
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center, RIKEN Yokohama Institute, Yokohama, Kanagawa 230-0045, Japan
| | - Yoshihide Hayashizaki
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center, RIKEN Yokohama Institute, Yokohama, Kanagawa 230-0045, Japan
- Genome Science Laboratory, Discovery Research Institute, RIKEN Wako Institute, Wako, Saitama 351-0198, Japan
| | - David A Hume
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
- The Special Research Centre for Functional and Applied Genomics, The University of Queensland, St Lucia, 4072, Australia
| | - Sean M Grimmond
- The Institute for Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia
| |
Collapse
|
22
|
Ravasi T, Suzuki H, Pang KC, Katayama S, Furuno M, Okunishi R, Fukuda S, Ru K, Frith MC, Gongora MM, Grimmond SM, Hume DA, Hayashizaki Y, Mattick JS. Experimental validation of the regulated expression of large numbers of non-coding RNAs from the mouse genome. Genome Res 2005; 16:11-9. [PMID: 16344565 PMCID: PMC1356124 DOI: 10.1101/gr.4200206] [Citation(s) in RCA: 394] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Recent large-scale analyses of mainly full-length cDNA libraries generated from a variety of mouse tissues indicated that almost half of all representative cloned sequences did not contain an apparent protein-coding sequence, and were putatively derived from non-protein-coding RNA (ncRNA) genes. However, many of these clones were singletons and the majority were unspliced, raising the possibility that they may be derived from genomic DNA or unprocessed pre-mRNA contamination during library construction, or alternatively represent nonspecific "transcriptional noise." Here we show, using reverse transcriptase-dependent PCR, microarray, and Northern blot analyses, that many of these clones were derived from genuine transcripts of unknown function whose expression appears to be regulated. The ncRNA transcripts have larger exons and fewer introns than protein-coding transcripts. Analysis of the genomic landscape around these sequences indicates that some cDNA clones were produced not from terminal poly(A) tracts but internal priming sites within longer transcripts, only a minority of which is encompassed by known genes. A significant proportion of these transcripts exhibit tissue-specific expression patterns, as well as dynamic changes in their expression in macrophages following lipopolysaccharide stimulation. Taken together, the data provide strong support for the conclusion that ncRNAs are an important, regulated component of the mammalian transcriptome.
Collapse
Affiliation(s)
- Timothy Ravasi
- ARC Special Research Centre for Functional and Applied Genomics, Institute for Molecular Bioscience, University of Queensland, Brisbane QLD 4072, Australia
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
23
|
Lehtonen A, Veckman V, Nikula T, Lahesmaa R, Kinnunen L, Matikainen S, Julkunen I. Differential Expression of IFN Regulatory Factor 4 Gene in Human Monocyte-Derived Dendritic Cells and Macrophages. THE JOURNAL OF IMMUNOLOGY 2005; 175:6570-9. [PMID: 16272311 DOI: 10.4049/jimmunol.175.10.6570] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
In vitro human monocyte differentiation to macrophages or dendritic cells (DCs) is driven by GM-CSF or GM-CSF and IL-4, respectively. IFN regulatory factors (IRFs), especially IRF1 and IRF8, are known to play essential roles in the development and functions of macrophages and DCs. In the present study, we performed cDNA microarray and Northern blot analyses to characterize changes in gene expression of selected genes during cytokine-stimulated differentiation of human monocytes to macrophages or DCs. The results show that the expression of IRF4 mRNA, but not of other IRFs, was specifically up-regulated during DC differentiation. No differences in IRF4 promoter histone acetylation could be found between macrophages and DCs, suggesting that the gene locus was accessible for transcription in both cell types. Computer analysis of the human IRF4 promoter revealed several putative STAT and NF-kappaB binding sites, as well as an IRF/Ets binding site. These sites were found to be functional in transcription factor-binding and chromatin immunoprecipitation experiments. Interestingly, Stat4 and NF-kappaB p50 and p65 mRNAs were expressed at higher levels in DCs as compared with macrophages, and enhanced binding of these factors to their respective IRF4 promoter elements was found in DCs. IRF4, together with PU.1, was also found to bind to the IRF/Ets response element in the IRF4 promoter, suggesting that IRF4 protein provides a positive feedback signal for its own gene expression in DCs. Our results suggest that IRF4 is likely to play an important role in myeloid DC differentiation and gene regulatory functions.
Collapse
Affiliation(s)
- Anne Lehtonen
- Department of Viral Diseases and Immunology, National Public Health Institute, Helsinki, Finland.
| | | | | | | | | | | | | |
Collapse
|
24
|
Donaldson L, Vuocolo T, Gray C, Strandberg Y, Reverter A, McWilliam S, Wang Y, Byrne K, Tellam R. Construction and validation of a Bovine Innate Immune Microarray. BMC Genomics 2005; 6:135. [PMID: 16176586 PMCID: PMC1261263 DOI: 10.1186/1471-2164-6-135] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2005] [Accepted: 09/22/2005] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Microarray transcript profiling has the potential to illuminate the molecular processes that are involved in the responses of cattle to disease challenges. This knowledge may allow the development of strategies that exploit these genes to enhance resistance to disease in an individual or animal population. RESULTS The Bovine Innate Immune Microarray developed in this study consists of 1480 characterised genes identified by literature searches, 31 positive and negative control elements and 5376 cDNAs derived from subtracted and normalised libraries. The cDNA libraries were produced from 'challenged' bovine epithelial and leukocyte cells. The microarray was found to have a limit of detection of 1 pg/microg of total RNA and a mean slide-to-slide correlation co-efficient of 0.88. The profiles of differentially expressed genes from Concanavalin A (ConA) stimulated bovine peripheral blood lymphocytes were determined. Three distinct profiles highlighted 19 genes that were rapidly up-regulated within 30 minutes and returned to basal levels by 24 h; 76 genes that were up-regulated between 2-8 hours and sustained high levels of expression until 24 h and 10 genes that were down-regulated. Quantitative real-time RT-PCR on selected genes was used to confirm the results from the microarray analysis. The results indicate that there is a dynamic process involving gene activation and regulatory mechanisms re-establishing homeostasis in the ConA activated lymphocytes. The Bovine Innate Immune Microarray was also used to determine the cross-species hybridisation capabilities of an ovine PBL sample. CONCLUSION The Bovine Innate Immune Microarray has been developed which contains a set of well-characterised genes and anonymous cDNAs from a number of different bovine cell types. The microarray can be used to determine the gene expression profiles underlying innate immune responses in cattle and sheep.
Collapse
Affiliation(s)
- Laurelea Donaldson
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
- Co-operative Research Centre for Innovative Dairy Products, Level 1, 84 William St, Melbourne, 3000, VIC, Australia
| | - Tony Vuocolo
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
- Co-operative Research Centre for Innovative Dairy Products, Level 1, 84 William St, Melbourne, 3000, VIC, Australia
| | - Christian Gray
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
- Co-operative Research Centre for Innovative Dairy Products, Level 1, 84 William St, Melbourne, 3000, VIC, Australia
| | - Ylva Strandberg
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
- Co-operative Research Centre for Innovative Dairy Products, Level 1, 84 William St, Melbourne, 3000, VIC, Australia
| | - Antonio Reverter
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
- Co-operative Research Centre for Innovative Dairy Products, Level 1, 84 William St, Melbourne, 3000, VIC, Australia
| | - Sean McWilliam
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
- Co-operative Research Centre for Innovative Dairy Products, Level 1, 84 William St, Melbourne, 3000, VIC, Australia
| | - YongHong Wang
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
| | - Keren Byrne
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
| | - Ross Tellam
- CSIRO Livestock Industries, Queensland Bioscience Precinct, 306 Carmody Rd., St Lucia 4067, QLD, Australia
- Co-operative Research Centre for Innovative Dairy Products, Level 1, 84 William St, Melbourne, 3000, VIC, Australia
| |
Collapse
|
25
|
Sester DP, Trieu A, Brion K, Schroder K, Ravasi T, Robinson JA, McDonald RC, Ripoll V, Wells CA, Suzuki H, Hayashizaki Y, Stacey KJ, Hume DA, Sweet MJ. LPS regulates a set of genes in primary murine macrophages by antagonising CSF-1 action. Immunobiology 2005; 210:97-107. [PMID: 16164016 DOI: 10.1016/j.imbio.2005.05.004] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We previously reported that bacterial products such as LPS and CpG DNA down-modulated cell surface levels of the Colony Stimulating Factor (CSF)-1 receptor (CSF-1R) on primary murine macrophages in an all-or-nothing manner. Here we show that the ability of bacterial products to down-modulate the CSF-1R rendered bone marrow-derived macrophages (BMM) unresponsive to CSF-1 as assessed by Akt and ERK1/2 phosphorylation. Using toll-like receptor (tlr)9 as a model CSF-1-repressed gene, we show that LPS induced tlr9 expression in BMM only when CSF-1 was present, suggesting that LPS relieves CSF-1-mediated inhibition to induce gene expression. Using cDNA microarrays, we identified a cluster of similarly CSF-1 repressed genes in BMM. By real time PCR we confirmed that the expression of a selection of these genes, including integral membrane protein 2B (itm2b), receptor activity-modifying protein 2 (ramp2) and macrophage-specific gene 1 (mpg-1), were repressed by CSF-1 and were induced by LPS only in the presence of CSF-1. This pattern of gene regulation was also apparent in thioglycollate-elicited peritoneal macrophages (TEPM). LPS also counteracted CSF-1 action to induce mRNA expression of a number of transcription factors including interferon consensus sequence binding protein 1 (Icsbp1), suggesting that this mechanism leads to transcriptional reprogramming in macrophages. Since the majority of in vitro studies on macrophage biology do not include CSF-1, these genes represent a set of previously uncharacterised LPS-inducible genes. This study identifies a new mechanism of macrophage activation, in which LPS (and other toll-like receptor agonists) regulate gene expression by switching off the CSF-1R signal. This finding also provides a biological relevance to the well-documented ability of macrophage activators to down-modulate surface expression of the CSF-1R.
Collapse
Affiliation(s)
- David P Sester
- Cooperative Research Centre for Chronic Inflammatory Diseases, Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland 4072, Australia
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
26
|
Cowieson NP, Listwan P, Kurz M, Aagaard A, Ravasi T, Wells C, Huber T, Hume DA, Kobe B, Martin JL. Pilot studies on the parallel production of soluble mouse proteins in a bacterial expression system. ACTA ACUST UNITED AC 2005; 6:13-20. [PMID: 15965734 DOI: 10.1007/s10969-005-0462-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2004] [Accepted: 01/05/2005] [Indexed: 10/25/2022]
Abstract
We investigated the parallel production in medium throughput of mouse proteins, using protocols that involved recombinatorial cloning, protein expression screening and batch purification. The methods were scaled up to allow the simultaneous processing of tens or hundreds of protein samples. Scale-up was achieved in two stages. In an initial study, 30 targets were processed manually but with common protocols for all targets. In the second study, these protocols were applied to 96 target proteins that were processed in an automated manner. The success rates at each stage of the study were similar for both the manual and automated approaches. Overall, 15 of the selected 126 target mouse genes (12%) yielded soluble protein products in a bacterial expression system. This success rate compares favourably with other protein screening projects, particularly for eukaryotic proteins, and could be further improved by modifications at the cloning step.
Collapse
|
27
|
Aagaard A, Listwan P, Cowieson N, Huber T, Ravasi T, Wells CA, Flanagan JU, Kellie S, Hume DA, Kobe B, Martin JL. An Inflammatory Role for the Mammalian Carboxypeptidase Inhibitor Latexin: Relationship to Cystatins and the Tumor Suppressor TIG1. Structure 2005; 13:309-17. [PMID: 15698574 DOI: 10.1016/j.str.2004.12.013] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2004] [Revised: 12/07/2004] [Accepted: 12/07/2004] [Indexed: 11/23/2022]
Abstract
Latexin, the only known mammalian carboxypeptidase inhibitor, has no detectable sequence similarity with plant and parasite inhibitors, but it is related to a human putative tumor suppressor protein, TIG1. Latexin is expressed in the developing brain, and we find that it plays a role in inflammation, as it is expressed at high levels and is inducible in macrophages in concert with other protease inhibitors and potential protease targets. The crystal structure of mouse latexin, solved at 1.83 A resolution, shows no structural relationship with other carboxypeptidase inhibitors. Furthermore, despite a lack of detectable sequence duplication, the structure incorporates two topologically analogous domains related by pseudo two-fold symmetry. Surprisingly, these domains share a cystatin fold architecture found in proteins that inhibit cysteine proteases, suggesting an evolutionary and possibly functional relationship. The structure of the tumor suppressor protein TIG1 was modeled, revealing its putative membrane binding surface.
Collapse
Affiliation(s)
- Anna Aagaard
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD 4072, Australia
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
28
|
Karoly ED, Schmid JE, Hunter ES. Ontogeny of transcription profiles during mouse early craniofacial development. Reprod Toxicol 2005; 19:339-52. [PMID: 15686869 DOI: 10.1016/j.reprotox.2004.09.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2004] [Revised: 08/31/2004] [Accepted: 09/01/2004] [Indexed: 10/26/2022]
Abstract
Using the CD-1 mouse conceptus, we investigated gene expression changes found in vivo from gestational day 8 (GD) through GD9 at 6 h intervals, and then at 24 h intervals through GD11. Data sets were analyzed for patterns in transcriptional expression over a time course as well as to compare the GD9 in vivo mouse conceptus with conceptuses cultured for 24 h from GD8 in whole embryo culture (WEC). Our results show that during development from GD8 to GD11, a series of metabolic pathways related to carbohydrate metabolism and energy production, as well as the signal transduction pathways of the MAPK cascade and Wnt signaling were changing. Previous results have shown that WEC successfully sustains morphological development comparable to that in vivo for at least 24 h. We report here that, in the absence of morphological malformations following 24 h WEC, 329 genes were differentially expressed between in vivo and in vitro developing conceptuses.
Collapse
Affiliation(s)
- Edward D Karoly
- Curriculum in Toxicology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | | | | |
Collapse
|
29
|
Ravasi T, Hsu K, Goyette J, Schroder K, Yang Z, Rahimi F, Miranda LP, Alewood PF, Hume DA, Geczy C. Probing the S100 protein family through genomic and functional analysis. Genomics 2004; 84:10-22. [PMID: 15203200 DOI: 10.1016/j.ygeno.2004.02.002] [Citation(s) in RCA: 119] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2003] [Revised: 01/21/2004] [Accepted: 02/02/2004] [Indexed: 11/30/2022]
Abstract
The EF-hand superfamily of calcium binding proteins includes the S100, calcium binding protein, and troponin subfamilies. This study represents a genome, structure, and expression analysis of the S100 protein family, in mouse, human, and rat. We confirm the high level of conservation between mammalian sequences but show that four members, including S100A12, are present only in the human genome. We describe three new members of the S100 family in the three species and their locations within the S100 genomic clusters and propose a revised nomenclature and phylogenetic relationship between members of the EF-hand superfamily. Two of the three new genes were induced in bone-marrow-derived macrophages activated with bacterial lipopolysaccharide, suggesting a role in inflammation. Normal human and murine tissue distribution profiles indicate that some members of the family are expressed in a specific manner, whereas others are more ubiquitous. Structure-function analysis of the chemotactic properties of murine S100A8 and human S100A12, particularly within the active hinge domain, suggests that the human protein is the functional homolog of the murine protein. Strong similarities between the promoter regions of human S100A12 and murine S100A8 support this possibility. This study provides insights into the possible processes of evolution of the EF-hand protein superfamily. Evolution of the S100 proteins appears to have occurred in a modular fashion, also seen in other protein families such as the C2H2-type zinc-finger family.
Collapse
Affiliation(s)
- Timothy Ravasi
- SRC for Functional and Applied Genomics, University of Queensland, Brisbabe, OLD, Australia.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
30
|
Abbott DE, Pritchard C, Clegg NJ, Ferguson C, Dumpit R, Sikes RA, Nelson PS. Expressed sequence tag profiling identifies developmental and anatomic partitioning of gene expression in the mouse prostate. Genome Biol 2003; 4:R79. [PMID: 14659016 PMCID: PMC329418 DOI: 10.1186/gb-2003-4-12-r79] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2003] [Revised: 10/28/2003] [Accepted: 11/12/2003] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The prostate gland is an organ with highly specialized functional attributes that serves to enhance the fertility of mammalian species. Much of the information pertaining to normal and pathological conditions affecting the prostate has been obtained through extensive developmental, biochemical and genetic analyses of rodent species. Although important insights can be obtained through detailed anatomical and histological assessments of mouse and rat models, further mechanistic explanations are greatly aided through studies of gene and protein expression. RESULTS In this article we characterize the repertoire of genes expressed in the normal developing mouse prostate through the analysis of 50,562 expressed sequence tags derived from 14 mouse prostate cDNA libraries. Sequence assemblies and annotations identified 15,009 unique transcriptional units of which more than 600 represent high quality assemblies without corresponding annotations in public gene expression databases. Quantitative analyses demonstrate distinct anatomical and developmental partitioning of prostate gene expression. This finding may assist in the interpretation of comparative studies between human and mouse and guide the development of new transgenic murine disease models. The identification of several novel genes is reported, including a new member of the beta-defensin gene family with prostate-restricted expression. CONCLUSIONS These findings suggest a potential role for the prostate as a defensive barrier for entry of pathogens into the genitourinary tract and, further, serve to emphasize the utility of the continued evaluation of transcriptomes from a diverse repertoire of tissues and cell types.
Collapse
Affiliation(s)
- Denise E Abbott
- Division of Human Biology, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Colin Pritchard
- Division of Human Biology, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Nigel J Clegg
- Division of Human Biology, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Camari Ferguson
- Division of Human Biology, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Ruth Dumpit
- Division of Human Biology, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Robert A Sikes
- Laboratory for Cancer Ontogeny and Therapeutics, Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| | - Peter S Nelson
- Division of Human Biology, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| |
Collapse
|
31
|
Zhang X, Kluger Y, Nakayama Y, Poddar R, Whitney C, DeTora A, Weissman SM, Newburger PE. Gene expression in mature neutrophils: early responses to inflammatory stimuli. J Leukoc Biol 2003; 75:358-72. [PMID: 14634056 DOI: 10.1189/jlb.0903412] [Citation(s) in RCA: 90] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Neutrophils provide an essential defense against bacterial and fungal infection and play a major role in tissue damage during inflammation. Using oligonucleotide microarrays, we have examined the time course of changes in gene expression induced by stimulation with live, opsonized Escherichia coli, soluble lipopolysaccharide, and the chemoattractant formyl-methionyl-leucyl-phenylalanine. The results indicate that activated neutrophils generate a broad and vigorous set of alterations in gene expression. The responses included changes in the levels of transcripts encoding 148 transcription factors and chromatin-remodeling genes and 95 regulators of protein synthesis or stability. Clustering analysis showed distinct temporal patterns with many rapid changes in gene expression within the first hour of exposure. In addition to the temporal clustering of genes, we also observed rather different profiles associated with each stimulus, suggesting that even a nonvirulent organism such as E. coli is able to play a dynamic role in shaping the inflammatory response. Principal component analysis of transcription factor genes demonstrated clear separation of the neutrophil-response clusters from those of resting and stimulated human monocytes. The present study indicates that combinatorial transcriptional regulation including alterations of chromatin structure may play a role in the rapid changes in gene expression that occur in these terminally differentiated cells.
Collapse
Affiliation(s)
- Xueqing Zhang
- University of Massachusetts Medical School, LRB 404, 364 Plantation Street, Worcester, MA 01655, USA
| | | | | | | | | | | | | | | |
Collapse
|
32
|
Wells CA, Ravasi T, Faulkner GJ, Carninci P, Okazaki Y, Hayashizaki Y, Sweet M, Wainwright BJ, Hume DA. Genetic control of the innate immune response. BMC Immunol 2003; 4:5. [PMID: 12826024 PMCID: PMC194878 DOI: 10.1186/1471-2172-4-5] [Citation(s) in RCA: 109] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2003] [Accepted: 06/26/2003] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Susceptibility to infectious diseases is directed, in part, by the interaction between the invading pathogen and host macrophages. This study examines the influence of genetic background on host-pathogen interactions, by assessing the transcriptional responses of macrophages from five inbred mouse strains to lipopolysaccharide (LPS), a major determinant of responses to gram-negative microorganisms. RESULTS The mouse strains examined varied greatly in the number, amplitude and rate of induction of genes expressed in response to LPS. The response was attenuated in the C3H/HeJlpsd strain, which has a mutation in the LPS receptor Toll-like receptor 4 (TLR4). Variation between mouse strains allowed clustering into early (C57Bl/6J and DBA/2J) and delayed (BALB/c and C3H/ARC) transcriptional phenotypes. There was no clear correlation between gene induction patterns and variation at the Bcg locus (Slc11A1) or propensity to bias Th1 versus Th2 T cell activation responses. CONCLUSION Macrophages from each strain responded to LPS with unique gene expression profiles. The variation apparent between genetic backgrounds provides insights into the breadth of possible inflammatory responses, and paradoxically, this divergence was used to identify a common transcriptional program that responds to TLR4 signalling, irrespective of genetic background. Our data indicates that many additional genetic loci control the nature and the extent of transcriptional responses promoted by a single pathogen-associated molecular pattern (PAMP), such as LPS.
Collapse
Affiliation(s)
- Christine A Wells
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Timothy Ravasi
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Geoffrey J Faulkner
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Piero Carninci
- Laboratory for Genome Exploration Research Group, Genomic Sciences Centre, Riken Yokohama Institute, Yokohama 230-0045
| | - Yasushi Okazaki
- Laboratory for Genome Exploration Research Group, Genomic Sciences Centre, Riken Yokohama Institute, Yokohama 230-0045
| | - Yoshihide Hayashizaki
- Laboratory for Genome Exploration Research Group, Genomic Sciences Centre, Riken Yokohama Institute, Yokohama 230-0045
| | - Matthew Sweet
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Brandon J Wainwright
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - David A Hume
- Institute for Molecular Biosciences, The University of Queensland, Brisbane, QLD, 4072, Australia
| |
Collapse
|
33
|
|
34
|
Carninci P, Waki K, Shiraki T, Konno H, Shibata K, Itoh M, Aizawa K, Arakawa T, Ishii Y, Sasaki D, Bono H, Kondo S, Sugahara Y, Saito R, Osato N, Fukuda S, Sato K, Watahiki A, Hirozane-Kishikawa T, Nakamura M, Shibata Y, Yasunishi A, Kikuchi N, Yoshiki A, Kusakabe M, Gustincich S, Beisel K, Pavan W, Aidinis V, Nakagawara A, Held WA, Iwata H, Kono T, Nakauchi H, Lyons P, Wells C, Hume DA, Fagiolini M, Hensch TK, Brinkmeier M, Camper S, Hirota J, Mombaerts P, Muramatsu M, Okazaki Y, Kawai J, Hayashizaki Y. Targeting a complex transcriptome: the construction of the mouse full-length cDNA encyclopedia. Genome Res 2003; 13:1273-89. [PMID: 12819125 PMCID: PMC403712 DOI: 10.1101/gr.1119703] [Citation(s) in RCA: 142] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
We report the construction of the mouse full-length cDNA encyclopedia,the most extensive view of a complex transcriptome,on the basis of preparing and sequencing 246 libraries. Before cloning,cDNAs were enriched in full-length by Cap-Trapper,and in most cases,aggressively subtracted/normalized. We have produced 1,442,236 successful 3'-end sequences clustered into 171,144 groups, from which 60,770 clones were fully sequenced cDNAs annotated in the FANTOM-2 annotation. We have also produced 547,149 5' end reads,which clustered into 124,258 groups. Altogether, these cDNAs were further grouped in 70,000 transcriptional units (TU),which represent the best coverage of a transcriptome so far. By monitoring the extent of normalization/subtraction, we define the tentative equivalent coverage (TEC),which was estimated to be equivalent to >12,000,000 ESTs derived from standard libraries. High coverage explains discrepancies between the very large numbers of clusters (and TUs) of this project,which also include non-protein-coding RNAs,and the lower gene number estimation of genome annotations. Altogether,5'-end clusters identify regions that are potential promoters for 8637 known genes and 5'-end clusters suggest the presence of almost 63,000 transcriptional starting points. An estimate of the frequency of polyadenylation signals suggests that at least half of the singletons in the EST set represent real mRNAs. Clones accounting for about half of the predicted TUs await further sequencing. The continued high-discovery rate suggests that the task of transcriptome discovery is not yet complete.
Collapse
Affiliation(s)
- Piero Carninci
- Laboratory for Genome Exploration Research Group, RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|