L3MBTL1 Polycomb Protein, a Candidate Tumor Suppressor in Del(20Q12) Myeloid Disorders, Is Essential for Genome Stability

Total Page:16

File Type:pdf, Size:1020Kb

L3MBTL1 Polycomb Protein, a Candidate Tumor Suppressor in Del(20Q12) Myeloid Disorders, Is Essential for Genome Stability L3MBTL1 polycomb protein, a candidate tumor suppressor in del(20q12) myeloid disorders, is essential for genome stability Nadia Gurvicha, Fabiana Pernaa, Andrea Farinab, Francesca Vozaa, Silvia Menendeza, Jerard Hurwitzb, and Stephen D. Nimera,1 aMolecular Pharmacology and Chemistry Program and bMolecular Biology Program, Sloan-Kettering Institute, Memorial Sloan-Kettering Cancer Center, New York, NY 10065 Contributed by Jerard Hurwitz, November 17, 2010 (sent for review August 2, 2010) The l3mbtl1 gene is located on the long arm of chromosome 20 erate mutations and/or chromosomal translocations that can (q12), within a region commonly deleted in several myeloid malig- promote tumorigenesis (9). DNA breaks resulting from replica- nancies. L3MBTL1 is a human homolog of the Drosophila polycomb tive stress trigger an ATM/ATR-dependent DNA damage re- L(3)MBT tumor suppressor protein and thus a candidate tumor sup- sponse (DDR), which prevents the proliferation of cells with pressor in del(20q12) myeloid disorders. We used the loss-of-func- damaged DNA by inducing either cell cycle arrest or apoptosis. tion approach to explore the possible tumor suppressive mecha- An activated DDR is present in precancerous lesions from tis- nism of L3MBTL1 and found that depletion of L3MBTL1 from sues of different origins, and many overexpressed oncogenes human cells causes replicative stress, DNA breaks, activation of cause replicative stress and activation of the DDR. When cou- the DNA damage response, and genomic instability. L3MBTL1 pled with mutations in checkpoint and/or DNA repair genes, interacts with Cdc45, MCM2-7 and PCNA, components of the these abnormalities can lead to cancer (10–12). DNA replication machinery, and is required for normal replication In this study we examined the function of L3MBTL1 in mam- fork progression, suggesting that L3MBTL1 causes DNA damage, malian cells and found that L3MBTL1 interacts with several at least in part, by perturbing DNA replication. An activated DNA components of the DNA replication machinery. Depletion of CELL BIOLOGY damage response and genomic instability are common features in L3MBTL1 in cells was sufficient to trigger the DDR and pro- tumorigenesis and a consequence of overexpression of many on- mote genomic instability. Thus, L3MBTL1 is essential for main- cogenes. We propose that the loss of L3MBTL1 contributes to the − taining DNA replication, providing a mechanism for its role as development of 20q hematopoietic malignancies by inducing rep- a putative tumor suppressor protein. licative stress, DNA damage, and genomic instability. Results H4K20me1/2 binding protein | chromatin reader Depletion of L3MBTL1 Inhibits Cell Proliferation and Causes G2/M Arrest. To assess the role of L3MBTL1 in cell cycle regulation, we he l3mbtl1 gene is located on the long arm of chromosome 20q, depleted L3MBTL1 mRNA and protein in U2OS cells using Twithin a region on 20q12 commonly deleted in several myeloid lentiviral vectors that expressed several shRNAs directed against malignancies, including myeloproliferative neoplasms, myelodys- its ORF. Down-regulation of L3MBTL1 mRNA and protein was plastic syndromes, and acute myeloid leukemia (1). It has been achieved efficiently with three different shRNAs (≥90% knock- proposed that the 20q12 locus contains one or more tumor sup- down; Fig. 1 A and B). The depleted cells were monitored for pressors, which when lost contribute to the development of these S phase entry by using BrdU incorporation, and we detected disorders. L3MBTL1 is a human homolog of the Drosophila a marked decrease of S phase cells and the accumulation of cells in polycomb group (PcG) protein L(3)MBT. Homozygous mutations the G2/M phase (Fig. 1C and Fig. S1A). This effect was also ob- served in MRC5 normal diploid fibroblasts, Cal51, T98G, and of the Drosophila l3mbt gene cause malignant transformation of – the adult optic neuroblasts and ganglion mother cells in the larval K562 cells following L3MBTL1 knockdown (Fig. S1 B D), dem- onstrating that it is not cell-type specific; it occurred in non- brain (2). Somatic, focal deletions of other human L3MBTL family fi members, the l3mbtl2 and l3mbtl3 genes, have recently been found cancerous cells as well as hematopoietic K562 cells. These ndings indicate that these cell cycle effects are relevant to the myeloid in human medulloblastoma (3). These findings suggest that compartment. L3MBTL1 is a candidate tumor suppressor gene in myeloid ma- lignancies associated with 20q12 deletions. Depletion of L3MBTL1 Generates DNA Breaks. Cell cycle alterations The L3MBTL1 protein contains three MBT repeats, which as- triggered by L3MBTL1 depletion suggest that cells may be ex- sume a three-bladed propeller-like architecture, as well as a Zn periencing replicative stress, leading to DNA damage. To verify fi nger and an SPM dimerization domain (4, 5). We previously this hypothesis, we examined two DNA damage markers, the demonstrated that L3MBTL1 functions as an HDAC-independent production of the phosphorylated histone H2A.x (γH2A.x), transcriptional repressor (6) that binds preferentially to mono- and which localizes to sites of double-stranded DNA breaks (DSBs) dimethylated lysines of histones via the second of its three MBT (13), and the distribution of 53BP1, which is recruited to DNA repeats (7, 8). The three MBT domains of L3MBTL1 are sufficient within minutes following DNA damage by binding to H4K20me2 to compact nucleosomal arrays. This compaction requires that the and possibly other modified histones (14). We observed an in- nucleosome contain a mono- or dimethylated lysine 26 on histone crease in both γH2A.x and 53BP1 foci following L3MBTL1 de- H1b or lysine 20 on histone H4 (H4K20) (7). L3MBTL1 binds to chromatin most prominently during the S phase of the cell cycle, concomitant with the appearance of the monomethylated H4K20 Author contributions: N.G. designed research; N.G., F.P., A.F., F.V., and S.M. performed (H4K20me1) mark (8), suggesting that the biological function of research; N.G. analyzed data; and N.G., J.H., and S.D.N. wrote the paper. L3MBTL1 may be related to DNA replication. The authors declare no conflict of interest. The accurate duplication of DNA during replication is es- 1To whom correspondence should be addressed. E-mail: [email protected]. sential for maintaining genomic stability, as uncorrected errors This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10. made during this process can lead to DNA breaks, which gen- 1073/pnas.1017092108/-/DCSupplemental. www.pnas.org/cgi/doi/10.1073/pnas.1017092108 PNAS Early Edition | 1of6 Downloaded by guest on September 26, 2021 Fig. 1. L3MBTL1 depletion inhibits cell proliferation and causes G2/M arrest. U2OS cells were infected with control shRNA or one of several different lentiviral shRNAs target- ing L3MBTL1. Levels of L3MBTL1 mRNA (A) and protein (B) were measured by quantitative RT-PCR and immunoblotting 48 h after infection. L3MBTL1 mRNA levels detected were adjusted for loading discrepancies using Hprt mRNA as the loading standard, and the levels of mRNA detected were plotted as a percent of the L3MBTL1 observed in U2OS cells infected with control shRNA. To quantitate depletion of L3MBTL1, the relative protein levels of L3MBTL1 were ad- justed using the α-tubulin loading control and quantified relative to the protein level present in the control sample (set as 1). (C) U2OS cells were infected with control shRNA or with L3MBTL1 shRNA #3. After 48 h, cells were incubated with BrdU, stained with BrdU-APC antibody and propidium iodide (PI), and analyzed by flow cytometry. The distribution of BrdU (y axis) and PI (x axis) is plotted. pletion with all three shRNAs in U2OS (Fig. 2 A and B) and in cells from progressing into mitosis. To explore this pathway, we MRC5 fibroblasts (Fig. S2A). first examined the phosphorylation of the ATM kinase, one hall- We also measured the formation of DNA strand breaks in mark of the DDR pathway (16), and detected increased phospho- L3MBTL1-depleted cells using the comet assay, which visualizes ATM foci that overlapped with 53BP1 foci in L3MBTL1-depleted damaged DNA on a single-cell level (15). Comet tails were de- cells (Fig. 3A). We also examined whether the downstream com- tected in depleted U2OS cells (Fig. 2C and Fig. S2B), MRC5 and ponents of the ATR/ATM-triggered DDR pathway were activated Cal51 cells (Fig. 2D), indicating DNA strand breakage. We treated following L3MBTL1 depletion using immunoblotting to monitor MRC5 fibroblasts with varying doses of gamma irradiation to es- changes in phosphorylation of the key components of this system, tablish a range of tail moments (Fig. 2D) and determined that including Chk1 and Chk2. As shown in Fig. 3B, increased levels of depletion of L3MBTL1 caused extensive DNA damage, similar to phospho-Ser317-Chk1, phospho-Ser345-Chk1, and phospho- that induced by 5 Gy of irradiation. Thr68-Chk2 were detected in cells at 24, 48, and 72 h postinfection, similar to that observed in cells irradiated with 10 Gy. Loss of L3MBTL1 Activates the DDR and Affects H4K20 Methylation Depletion of L3MBTL1 altered the activities as well as the Status. DNA damage triggers a checkpoint response that prevents levels of a number of proteins associated with checkpoint regu- Fig. 2. Depletion of L3MBTL1 generates DNA breaks. (A) U2OS cells infected with one of several shRNAs against L3MBTL1 or with control shRNA were stained with antibodies against 53BP1 and γH2A.x. (B) DNA damage foci were quan- titated in control and L3MBTL1 knockdown cells based on whether they contained more or less than five foci per cell. (C) The tail moment was calculated and plotted from three in- dependent comet assays of U2OS cells treated with control shRNA or L3MBTL1 shRNA U2OS cells at 24 and 48 h after in- fection. (D) Calculated tail moments from comet assays of control and L3MBTL1-depleted MRC5 and Cal51 cells 48 h af- ter infection are plotted.
Recommended publications
  • Cooperativity of Imprinted Genes Inactivated by Acquired Chromosome 20Q Deletions
    Cooperativity of imprinted genes inactivated by acquired chromosome 20q deletions Athar Aziz, … , Anne C. Ferguson-Smith, Anthony R. Green J Clin Invest. 2013;123(5):2169-2182. https://doi.org/10.1172/JCI66113. Research Article Oncology Large regions of recurrent genomic loss are common in cancers; however, with a few well-characterized exceptions, how they contribute to tumor pathogenesis remains largely obscure. Here we identified primate-restricted imprinting of a gene cluster on chromosome 20 in the region commonly deleted in chronic myeloid malignancies. We showed that a single heterozygous 20q deletion consistently resulted in the complete loss of expression of the imprinted genes L3MBTL1 and SGK2, indicative of a pathogenetic role for loss of the active paternally inherited locus. Concomitant loss of both L3MBTL1 and SGK2 dysregulated erythropoiesis and megakaryopoiesis, 2 lineages commonly affected in chronic myeloid malignancies, with distinct consequences in each lineage. We demonstrated that L3MBTL1 and SGK2 collaborated in the transcriptional regulation of MYC by influencing different aspects of chromatin structure. L3MBTL1 is known to regulate nucleosomal compaction, and we here showed that SGK2 inactivated BRG1, a key ATP-dependent helicase within the SWI/SNF complex that regulates nucleosomal positioning. These results demonstrate a link between an imprinted gene cluster and malignancy, reveal a new pathogenetic mechanism associated with acquired regions of genomic loss, and underline the complex molecular and cellular consequences of “simple” cancer-associated chromosome deletions. Find the latest version: https://jci.me/66113/pdf Research article Cooperativity of imprinted genes inactivated by acquired chromosome 20q deletions Athar Aziz,1,2 E. Joanna Baxter,1,2,3 Carol Edwards,4 Clara Yujing Cheong,5 Mitsuteru Ito,4 Anthony Bench,3 Rebecca Kelley,1,2 Yvonne Silber,1,2 Philip A.
    [Show full text]
  • Genome-Wide Parent-Of-Origin DNA Methylation Analysis Reveals The
    Downloaded from genome.cshlp.org on September 25, 2021 - Published by Cold Spring Harbor Laboratory Press Research Genome-wide parent-of-origin DNA methylation analysis reveals the intricacies of human imprinting and suggests a germline methylation-independent mechanism of establishment Franck Court,1,15 Chiharu Tayama,2,15 Valeria Romanelli,1,15 Alex Martin-Trujillo,1,15 Isabel Iglesias-Platas,3 Kohji Okamura,4 Naoko Sugahara,2 Carlos Simo´n,5 Harry Moore,6 Julie V. Harness,7 Hans Keirstead,7 Jose Vicente Sanchez-Mut,8 Eisuke Kaneki,9 Pablo Lapunzina,10 Hidenobu Soejima,11 Norio Wake,9 Manel Esteller,8,12,13 Tsutomu Ogata,14 Kenichiro Hata,2 Kazuhiko Nakabayashi,2,16,17 and David Monk1,16,17 1–14[Author affiliations appear at the end of the paper.] Differential methylation between the two alleles of a gene has been observed in imprinted regions, where the methylation of one allele occurs on a parent-of-origin basis, the inactive X-chromosome in females, and at those loci whose methylation is driven by genetic variants. We have extensively characterized imprinted methylation in a substantial range of normal human tissues, reciprocal genome-wide uniparental disomies, and hydatidiform moles, using a combination of whole- genome bisulfite sequencing and high-density methylation microarrays. This approach allowed us to define methylation profiles at known imprinted domains at base-pair resolution, as well as to identify 21 novel loci harboring parent-of-origin methylation, 15 of which are restricted to the placenta. We observe that the extent of imprinted differentially methylated regions (DMRs) is extremely similar between tissues, with the exception of the placenta.
    [Show full text]
  • Investigation of Candidate Genes and Mechanisms Underlying Obesity
    Prashanth et al. BMC Endocrine Disorders (2021) 21:80 https://doi.org/10.1186/s12902-021-00718-5 RESEARCH ARTICLE Open Access Investigation of candidate genes and mechanisms underlying obesity associated type 2 diabetes mellitus using bioinformatics analysis and screening of small drug molecules G. Prashanth1 , Basavaraj Vastrad2 , Anandkumar Tengli3 , Chanabasayya Vastrad4* and Iranna Kotturshetti5 Abstract Background: Obesity associated type 2 diabetes mellitus is a metabolic disorder ; however, the etiology of obesity associated type 2 diabetes mellitus remains largely unknown. There is an urgent need to further broaden the understanding of the molecular mechanism associated in obesity associated type 2 diabetes mellitus. Methods: To screen the differentially expressed genes (DEGs) that might play essential roles in obesity associated type 2 diabetes mellitus, the publicly available expression profiling by high throughput sequencing data (GSE143319) was downloaded and screened for DEGs. Then, Gene Ontology (GO) and REACTOME pathway enrichment analysis were performed. The protein - protein interaction network, miRNA - target genes regulatory network and TF-target gene regulatory network were constructed and analyzed for identification of hub and target genes. The hub genes were validated by receiver operating characteristic (ROC) curve analysis and RT- PCR analysis. Finally, a molecular docking study was performed on over expressed proteins to predict the target small drug molecules. Results: A total of 820 DEGs were identified between
    [Show full text]
  • Imprinting of the Human L3MBTL Gene, a Polycomb Family Member Located in a Region of Chromosome 20 Deleted in Human Myeloid Malignancies
    Correction GENETICS Correction for “Imprinting of the human L3MBTL gene, a poly- The authors note that a mistake occurred during the prepa- comb family member located in a region of chromosome 20 deleted ration of Fig. 1B. Three control lanes (6, 7, and 8) were inad- in human myeloid malignancies,” by Juan Li, Anthony J. Bench, vertently duplicated and also shown as lanes 3, 4, and 5. This George S. Vassiliou, Nasios Fourouclas, Anne C. Ferguson-Smith, resulted from a technical error during preparation of the figure and Anthony R. Green, first published April 30, 2004; 10.1073/ and does not alter any of the conclusions of the paper. The pnas.0308195101 (Proc. Natl. Acad. Sci. U.S.A. 101, 7341–7346). corrected figure and the unaltered figure legend appear below. A CORRECTION B C Fig. 1. Allelic methylation of the L3MBTL gene. (A) Locus of the L3MBTL gene and intron/exon structure of its 5′ and 3′ regions. Coding and noncoding exons are shown in black and gray boxes, respectively. Bent arrows indicate two putative promoters. Patterned horizontal bars represent the four CpG islands. Asterisks indicate the locations of SNPs used in the study, and primers spanning the respective SNPs are indicated (P1–P8). (B) Methylation analysis of the CpG island 3 by using SSCP. Lane 1, universally methylated genomic control DNA; lanes 2–5, normal bone marrow; lanes 6–9, normal granulocytes; lanes 10–13, granulocytes from patients, with an acquired 20q deletion. (C) Bisulfite sequencing of CpG island 3. Sequences relate to samples corresponding to individual lanes from B, as indicated.
    [Show full text]
  • 1 Inventory of Supplemental Information Presented in Relation To
    Inventory of Supplemental Information presented in relation to each of the main figures in the manuscript 1. Figure S1. Related to Figure 1. 2. Figure S2. Related to Figure 2. 3. Figure S3. Related to Figure 3. 4. Figure S4. Related to Figure 4. 5. Figure S5. Related to Figure 5. 6. Figure S6. Related to Figure 6. 7. Figure S7. Related to Figure 7. 8. Table S1. Related to Figures 1 and S1. 9. Table S2. Related to Figures 3, 4, 6 and 7. 10. Table S3. Related to Figure 3. Supplemental Experimental Procedures 1. Patients and samples 2. Cell culture 3. Long term culture-initiating cells (LTC-IC) assay 4. Differentiation of CD34+ cord blood cells 5. Bi-phasic erythroid differentiation assay 6. Clonal assay 7. Mutation and sequencing analysis 8. Bisulphite sequencing and quantitative pyrosequencing 9. Human SNP genotyping 10. Strand-specific cDNA synthesis and PCR 11. Chromatin Immuno-precipitation (ChIP) 12. Immunoprecipitation and western blot 13. Colony genotyping 14. shRNA generation and viral infection 15. Retrovirus generation and transduction 16. Study approval 17. Statistical Methods 18. Primers list Supplementary References (19) 1 Additional SGK2 families 2 3 4 ♂ ♀ ♂ ♀ ♂ ♀ C/G C/C C/C C/G C/C C/G ♀ ♀ ♂ ♀ C/G C/G C/G C/G T T C T G C T A G A T T C T C C T A G A T T C T C C T A G A T T C T C C T A G A T-Cells T-Cells T-Cells T-Cells Additional GDAP1L1 familiy 2 ♂ ♀ G/G A/A ♀ G/A A C A C G G T G Erythroblasts Figure S1 - .
    [Show full text]
  • Proteomic Expression Profile in Human Temporomandibular Joint
    diagnostics Article Proteomic Expression Profile in Human Temporomandibular Joint Dysfunction Andrea Duarte Doetzer 1,*, Roberto Hirochi Herai 1 , Marília Afonso Rabelo Buzalaf 2 and Paula Cristina Trevilatto 1 1 Graduate Program in Health Sciences, School of Medicine, Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba 80215-901, Brazil; [email protected] (R.H.H.); [email protected] (P.C.T.) 2 Department of Biological Sciences, Bauru School of Dentistry, University of São Paulo, Bauru 17012-901, Brazil; [email protected] * Correspondence: [email protected]; Tel.: +55-41-991-864-747 Abstract: Temporomandibular joint dysfunction (TMD) is a multifactorial condition that impairs human’s health and quality of life. Its etiology is still a challenge due to its complex development and the great number of different conditions it comprises. One of the most common forms of TMD is anterior disc displacement without reduction (DDWoR) and other TMDs with distinct origins are condylar hyperplasia (CH) and mandibular dislocation (MD). Thus, the aim of this study is to identify the protein expression profile of synovial fluid and the temporomandibular joint disc of patients diagnosed with DDWoR, CH and MD. Synovial fluid and a fraction of the temporomandibular joint disc were collected from nine patients diagnosed with DDWoR (n = 3), CH (n = 4) and MD (n = 2). Samples were subjected to label-free nLC-MS/MS for proteomic data extraction, and then bioinformatics analysis were conducted for protein identification and functional annotation. The three Citation: Doetzer, A.D.; Herai, R.H.; TMD conditions showed different protein expression profiles, and novel proteins were identified Buzalaf, M.A.R.; Trevilatto, P.C.
    [Show full text]
  • Detailed Characterization of Human Induced Pluripotent Stem Cells Manufactured for Therapeutic Applications
    Stem Cell Rev and Rep DOI 10.1007/s12015-016-9662-8 Detailed Characterization of Human Induced Pluripotent Stem Cells Manufactured for Therapeutic Applications Behnam Ahmadian Baghbaderani 1 & Adhikarla Syama2 & Renuka Sivapatham3 & Ying Pei4 & Odity Mukherjee2 & Thomas Fellner1 & Xianmin Zeng3,4 & Mahendra S. Rao5,6 # The Author(s) 2016. This article is published with open access at Springerlink.com Abstract We have recently described manufacturing of hu- help determine which set of tests will be most useful in mon- man induced pluripotent stem cells (iPSC) master cell banks itoring the cells and establishing criteria for discarding a line. (MCB) generated by a clinically compliant process using cord blood as a starting material (Baghbaderani et al. in Stem Cell Keywords Induced pluripotent stem cells . Embryonic stem Reports, 5(4), 647–659, 2015). In this manuscript, we de- cells . Manufacturing . cGMP . Consent . Markers scribe the detailed characterization of the two iPSC clones generated using this process, including whole genome se- quencing (WGS), microarray, and comparative genomic hy- Introduction bridization (aCGH) single nucleotide polymorphism (SNP) analysis. We compare their profiles with a proposed calibra- Induced pluripotent stem cells (iPSCs) are akin to embryonic tion material and with a reporter subclone and lines made by a stem cells (ESC) [2] in their developmental potential, but dif- similar process from different donors. We believe that iPSCs fer from ESC in the starting cell used and the requirement of a are likely to be used to make multiple clinical products. We set of proteins to induce pluripotency [3]. Although function- further believe that the lines used as input material will be used ally identical, iPSCs may differ from ESC in subtle ways, at different sites and, given their immortal status, will be used including in their epigenetic profile, exposure to the environ- for many years or even decades.
    [Show full text]
  • Cellular Functions of Genetically Imprinted Genes in Human and Mouse As Annotated in the Gene Ontology
    Cellular Functions of Genetically Imprinted Genes in Human and Mouse as Annotated in the Gene Ontology Mohamed Hamed1, Siba Ismael1, Martina Paulsen2, Volkhard Helms1* 1 Center for Bioinformatics, Saarland University, Saarbru¨cken, Germany, 2 Department of Genetics, Saarland University, Saarbru¨cken, Germany Abstract By analyzing the cellular functions of genetically imprinted genes as annotated in the Gene Ontology for human and mouse, we found that imprinted genes are often involved in developmental, transport and regulatory processes. In the human, paternally expressed genes are enriched in GO terms related to the development of organs and of anatomical structures. In the mouse, maternally expressed genes regulate cation transport as well as G-protein signaling processes. Furthermore, we investigated if imprinted genes are regulated by common transcription factors. We identified 25 TF families that showed an enrichment of binding sites in the set of imprinted genes in human and 40 TF families in mouse. In general, maternally and paternally expressed genes are not regulated by different transcription factors. The genes Nnat, Klf14, Blcap, Gnas and Ube3a contribute most to the enrichment of TF families. In the mouse, genes that are maternally expressed in placenta are enriched for AP1 binding sites. In the human, we found that these genes possessed binding sites for both, AP1 and SP1. Citation: Hamed M, Ismael S, Paulsen M, Helms V (2012) Cellular Functions of Genetically Imprinted Genes in Human and Mouse as Annotated in the Gene Ontology. PLoS ONE 7(11): e50285. doi:10.1371/journal.pone.0050285 Editor: Osman El-Maarri, University of Bonn, Institut of experimental hematology and transfusion medicine, Germany Received June 23, 2012; Accepted October 23, 2012; Published November 30, 2012 Copyright: ß 2012 Hamed et al.
    [Show full text]
  • The DNA Sequence and Comparative Analysis of Human Chromosome 20
    articles The DNA sequence and comparative analysis of human chromosome 20 P. Deloukas, L. H. Matthews, J. Ashurst, J. Burton, J. G. R. Gilbert, M. Jones, G. Stavrides, J. P. Almeida, A. K. Babbage, C. L. Bagguley, J. Bailey, K. F. Barlow, K. N. Bates, L. M. Beard, D. M. Beare, O. P. Beasley, C. P. Bird, S. E. Blakey, A. M. Bridgeman, A. J. Brown, D. Buck, W. Burrill, A. P. Butler, C. Carder, N. P. Carter, J. C. Chapman, M. Clamp, G. Clark, L. N. Clark, S. Y. Clark, C. M. Clee, S. Clegg, V. E. Cobley, R. E. Collier, R. Connor, N. R. Corby, A. Coulson, G. J. Coville, R. Deadman, P. Dhami, M. Dunn, A. G. Ellington, J. A. Frankland, A. Fraser, L. French, P. Garner, D. V. Grafham, C. Grif®ths, M. N. D. Grif®ths, R. Gwilliam, R. E. Hall, S. Hammond, J. L. Harley, P. D. Heath, S. Ho, J. L. Holden, P. J. Howden, E. Huckle, A. R. Hunt, S. E. Hunt, K. Jekosch, C. M. Johnson, D. Johnson, M. P. Kay, A. M. Kimberley, A. King, A. Knights, G. K. Laird, S. Lawlor, M. H. Lehvaslaiho, M. Leversha, C. Lloyd, D. M. Lloyd, J. D. Lovell, V. L. Marsh, S. L. Martin, L. J. McConnachie, K. McLay, A. A. McMurray, S. Milne, D. Mistry, M. J. F. Moore, J. C. Mullikin, T. Nickerson, K. Oliver, A. Parker, R. Patel, T. A. V. Pearce, A. I. Peck, B. J. C. T. Phillimore, S. R. Prathalingam, R. W. Plumb, H. Ramsay, C. M.
    [Show full text]
  • Ranking Genes by Their Co-Expression to Subsets of Pathway Members
    THE CHALLENGES OF SYSTEMS BIOLOGY Ranking Genes by Their Co-expression to Subsets of Pathway Members a, a,c, b Priit Adler, § Hedi Peterson, § Phaedra Agius, Juri¨ Reimand,b,d and Jaak Vilob,c aInstitute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia bInstitute of Computer Science, University of Tartu, Tartu, Estonia cQuretec Ltd., Tartu, Estonia dEMBL Outstation, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom Cellular processes are often carried out by intricate systems of interacting genes and proteins. Some of these systems are rather well studied and described in pathway databases, while the roles and functions of the majority of genes are poorly understood. A large compendium of public microarray data is available that covers a variety of con- ditions, samples, and tissues and provides a rich source for genome-scale information. We focus our study on the analysis of 35 curated biological pathways in the context of gene co-expression over a large variety of biological conditions. By defining a global co-expression similarity rank for each gene and pathway, we perform exhaustive leave- one-out computations to describe existing pathway memberships using other members of the corresponding pathway as reference. We demonstrate that while successful in recovering biological base processes such as metabolism and translation, the global correlation measure fails to detect gene memberships in signaling pathways where co- expression is less evident. Our results also show that pathway membership detection is more effective when using only a subset of corresponding pathway members as ref- erence, supporting the existence of more tightly co-expressed subsets of genes within pathways.
    [Show full text]
  • BMC Proceedings Biomed Central
    BMC Proceedings BioMed Central Research Open Access Pathway results from the chicken data set using GOTM, Pathway Studio and Ingenuity softwares Agnès Bonnet1, Sandrine Lagarrigue2,3, Laurence Liaubet1, Christèle Robert- Granié4, Magali SanCristobal1 and Gwenola Tosser-Klopp*1 Address: 1INRA, UMR444, Laboratoire de Génétique Cellulaire, F-31326 Castanet-Tolosan, France, 2INRA, UMR 598, Génétique Animale, F-35000 Rennes, France, 3Agrocampus Ouest, UMR 598 Génétique Animale, F-35000 Rennes, France and 4INRA, UR631, Station d'Amélioration Génétique des Animaux, F-31326 Castanet-Tolosan, France Email: Agnès Bonnet - [email protected]; Sandrine Lagarrigue - [email protected]; Laurence Liaubet - [email protected]; Christèle Robert-Granié - [email protected]; Magali SanCristobal - [email protected]; Gwenola Tosser-Klopp* - [email protected] * Corresponding author from EADGENE and SABRE Post-analyses Workshop Lelystad, The Netherlands. 12–14 November 2008 Published: 16 July 2009 BMC Proceedings 2009, 3(Suppl 4):S11 doi:10.1186/1753-6561-3-S4-S11 <supplement> <title> <p>EADGENE and SABRE Post-analyses Workshop</p> </title> <editor>Dirk-Jan de Koning</editor> <sponsor> <note>The publication of these proceedings was supported by the EC-funded Network of Excellence EADGENE (EC contract number FOOD-CT-2004-506416).</note> </sponsor> <note>Proceedings</note> <url>http://www.biomedcentral.com/content/pdf/1753-6561-3-S4-info.pdf</url> </supplement> This article is available from: http://www.biomedcentral.com/1753-6561/3/S4/S11 © 2009 Bonnet et al; licensee BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
    [Show full text]
  • Molecular Targeting and Enhancing Anticancer Efficacy of Oncolytic HSV-1 to Midkine Expressing Tumors
    University of Cincinnati Date: 12/20/2010 I, Arturo R Maldonado , hereby submit this original work as part of the requirements for the degree of Doctor of Philosophy in Developmental Biology. It is entitled: Molecular Targeting and Enhancing Anticancer Efficacy of Oncolytic HSV-1 to Midkine Expressing Tumors Student's name: Arturo R Maldonado This work and its defense approved by: Committee chair: Jeffrey Whitsett Committee member: Timothy Crombleholme, MD Committee member: Dan Wiginton, PhD Committee member: Rhonda Cardin, PhD Committee member: Tim Cripe 1297 Last Printed:1/11/2011 Document Of Defense Form Molecular Targeting and Enhancing Anticancer Efficacy of Oncolytic HSV-1 to Midkine Expressing Tumors A dissertation submitted to the Graduate School of the University of Cincinnati College of Medicine in partial fulfillment of the requirements for the degree of DOCTORATE OF PHILOSOPHY (PH.D.) in the Division of Molecular & Developmental Biology 2010 By Arturo Rafael Maldonado B.A., University of Miami, Coral Gables, Florida June 1993 M.D., New Jersey Medical School, Newark, New Jersey June 1999 Committee Chair: Jeffrey A. Whitsett, M.D. Advisor: Timothy M. Crombleholme, M.D. Timothy P. Cripe, M.D. Ph.D. Dan Wiginton, Ph.D. Rhonda D. Cardin, Ph.D. ABSTRACT Since 1999, cancer has surpassed heart disease as the number one cause of death in the US for people under the age of 85. Malignant Peripheral Nerve Sheath Tumor (MPNST), a common malignancy in patients with Neurofibromatosis, and colorectal cancer are midkine- producing tumors with high mortality rates. In vitro and preclinical xenograft models of MPNST were utilized in this dissertation to study the role of midkine (MDK), a tumor-specific gene over- expressed in these tumors and to test the efficacy of a MDK-transcriptionally targeted oncolytic HSV-1 (oHSV).
    [Show full text]