Regulation of X-Linked Gene Expression During Early 3 Mouse Development by Rlim 4 5 6 Feng Wang1‡, Jongdae Shin1,2‡, Jeremy M

Total Page:16

File Type:pdf, Size:1020Kb

Regulation of X-Linked Gene Expression During Early 3 Mouse Development by Rlim 4 5 6 Feng Wang1‡, Jongdae Shin1,2‡, Jeremy M 1 2 Regulation of X-linked gene expression during early 3 mouse development by Rlim 4 5 6 Feng Wang1‡, JongDae Shin1,2‡, Jeremy M. Shea3, Jun Yu1, Ana Bošković3, Meg Byron4, 7 Xiaochun Zhu1, Alex K. Shalek5,6,7, Aviv Regev6,8, Jeanne B. Lawrence4, Eduardo M. 8 Torres1 , Lihua J. Zhu1,9, Oliver J. Rando3, Ingolf Bach1* 9 10 1Department of Molecular, Cell and Cancer Biology, University of Massachusetts 11 Medical School, Worcester, MA 01605 12 2Department of Cell Biology, College of Medicine, Konyang University, Daejeon, 13 302-832, Korea 14 3Department of Biochemistry and Molecular Pharmacology, University of Massachusetts 15 Medical School, Worcester, MA 01605 16 4Department of Cell and Developmental Biology, University of Massachusetts Medical 17 School, Worcester, MA 01605 18 5Department of Chemistry and Institute for Medical Engineering & Science, 19 Massachusetts Institute of Technology, Cambridge, MA, 02139 20 6Broad Institute of MIT and Harvard, Cambridge, MA 02142 21 7Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139 22 8Howard Hughes Medical Institute, Department of Biology, MIT, Cambridge, MA 02140 23 9Program in Bioinformatics and Integrative Biology, University of Massachusetts 24 Medical School, Worcester, MA 01605 25 26 * Corresponding author 27 Tel: 508 856 5627 28 Fax: 508 856 4650 29 [email protected] 30 31 ‡ equal contribution 32 33 34 35 key words: preimplantation development, whole embryo RNA-seq, mouse genetics, X 36 chromosome, epigenetic gene silencing, X chromosome inactivation, X upregulation, 37 Rlim, Rnf12, Xist 38 39 1 40 Abstract 41 Mammalian X-linked gene expression is highly regulated as female cells contain two 42 and male one X chromosome (X). To adjust the X gene dosage between genders, 43 female mouse preimplantation embryos undergo an imprinted form of X 44 chromosome inactivation (iXCI) that requires both Rlim (also known as Rnf12) and 45 the long non-coding RNA Xist. Moreover, it is thought that gene expression from the 46 single active X is upregulated to correct for bi-allelic autosomal (A) gene expression. 47 We have combined mouse genetics with RNA-seq on single mouse embryos to 48 investigate functions of Rlim on the temporal regulation of iXCI and Xist. Our 49 results reveal crucial roles of Rlim for the maintenance of high Xist RNA levels, Xist 50 clouds and X-silencing in female embryos at blastocyst stages, while initial Xist 51 expression appears Rlim-independent. We find further that X/A upregulation is 52 initiated in early male and female preimplantation embryos. 53 54 55 56 57 58 59 60 61 2 62 Introduction 63 Most mammalian cells contain two transcriptionally active copies of autosomal 64 chromosomes but only one active X chromosome (X). This is due to the fact that female 65 cells inactivate one X in a process known as X chromosome inactivation (XCI), to correct 66 for male/female (F/M) gene dosage imbalances caused by the presence of two X 67 chromosomes. In addition, to adjust for X/autosomal (X/A) imbalances arising from 68 transcription of both autosomal copies of most genes, it is thought that male and female 69 cells upregulate gene expression from the single active X two-fold. 70 Beginning at the 4-cell stage in female mouse embryos, imprinted XCI (iXCI) 71 exclusively silences the paternally inherited X (Xp), and this pattern of XCI is maintained 72 in extraembryonic trophoblast cells. In contrast, epiblast cells in the inner cell mass 73 (ICM) of blastocysts that will give rise to the embryo reactivate the Xp and undergo a 74 random form of XCI (rXCI) around implantation (E5-E5.5) (Disteche, 2012, Payer and 75 Lee, 2014, Galupa and Heard, 2015). During XCI the long non-coding RNA Xist 76 progressively paints the X chromosome from which it is synthesized, thereby triggering 77 repressive histone modifications including H3K27me3 (Plath et al., 2003) and 78 transcriptional silencing of X-linked genes (Disteche, 2012, Payer and Lee, 2014, Galupa 79 and Heard, 2015). Xist is required both for iXCI and rXCI (Marahrens et al., 1997, Penny 80 et al., 1996). The X-linked gene Rlim encodes a ubiquitin ligase (Ostendorff et al., 2002) 81 that shuttles between the nucleus and cytoplasm (Jiao et al., 2013) and modulates 82 transcription via regulating nuclear multiprotein complexes (Bach et al., 1999, Gungor et 83 al., 2007). Rlim promotes the formation of Xist clouds both during iXCI in female mice 3 84 (Shin et al., 2010) and in female embryonic stem cells (ESCs) undergoing rXCI in culture 85 (van Bemmel et al., 2016). In mice, however, Rlim is dispensable for rXCI in epiblast 86 cells (Shin et al., 2014). While both Rlim and Xist play essential roles during iXCI in 87 mice (Marahrens et al., 1997, Shin et al., 2010), questions remain with regards to their 88 functions on the general kinetics of X-linked gene expression, their functional 89 interconnection and the contribution of maternally vs embryonically expressed RLIM for 90 iXCI. Moreover, while evidence for X/A upregulation was observed not only in adult 91 mouse tissues but also in mouse ES cells and epiblast cells at blastocyst stages (Deng et 92 al., 2013, Deng et al., 2011, Lin et al., 2007), details on the developmental X upregulation 93 are lacking. 94 We have carried out RNA-seq on single mouse embryos to investigate the regulation 95 of X-linked gene expression during pre- and peri-implantation development by Rlim. 96 Analyses of WT, Rlim-knockout (KO) or Xist-KO embryos reveal that Rlim is required for 97 maintenance of Xist clouds and iXCI in female embryos at blastocyst stages. In addition, our 98 data uncover that X dosage compensation via iXCI in female mice occurs concurrently with a 99 general X/A upregulation in both male and female preimplantation embryos. These results 100 represent a comprehensive view on the regulation of X-linked gene expression during 101 early mouse embryogenesis by Rlim and Xist. 102 103 Results 104 Elucidation of the mouse preimplantation transcriptome by single embryo RNA-seq 105 Several studies have investigated the dynamics of XCI and X-silencing in female ES cells 4 106 (Lin et al., 2007, Marks et al., 2015) or trophoblasts (Calabrese et al., 2012) using RNA- 107 seq. To assess the general dynamics of X-linked gene expression and iXCI in vivo, we 108 have adapted single cell RNA-seq technology (Shalek et al., 2013, Jaitin et al., 2014) to 109 elucidate the pre- and peri-implantation transcriptome using single mouse embryos 110 (Sharma et al., 2016). This is a valid strategy because 1) early embryos consist of a 111 limited number of cell types: essentially one totipotent cell type up to E3, and three cell 112 types at blastocyst stages - epiblast, trophoblast and primitive endoderm cells - that 113 express known marker genes 2) cells of preimplantation embryos undergo iXCI that 114 exclusively silences the Xp and 3) in mice there is only a relatively small number of 115 genes that escape XCI (Yang et al., 2010, Finn et al., 2014). Thus, using RNA-seq we 116 examined embryos at the 4- and 8-cell stages, early and late morula (E2.5 and E3.0), and 117 blastocyst stages (E3.5, E4.0 and E4.5), comparing global changes in gene expression. 118 We also included trophoblasts isolated from blastocyst outgrowths of cultured E4.0 119 embryos in our analyses. In contrast to previous studies on single cells of preimplantation 120 embryos that were performed in a mixed genetic background (Deng et al., 2014), 121 embryos were generated in a C57BL/6 background to exclude potential background 122 influences on the general kinetics of iXCI and/or X upregulation. Moreover, because the 123 known functions of Rlim during mouse embryogenesis are restricted to XCI in females 124 (Shin et al., 2010, Shin et al., 2014), RNA-seq experiments were performed on WT and 125 RlimKO embryos. Based on a mouse model allowing a conditional KO (cKO) of the Rlim 126 gene, we have previously generated females carrying a maternally transmitted Sox2-Cre- Δ 127 mediated cKO allele and a paternally transmitted germline KO allele (RlimcKOm/ p-SC). 5 128 These females appear healthy, fertile and lack RLIM in all somatic tissues as well as their 129 germline (Figures 1A, B) (Shin et al., 2014). Thus, to efficiently generate male and 130 female germline Rlim KO embryos (Δ/Y, Δ/Δ) and to eliminate potential influences of 131 maternal RLIM in oocytes on the iXCI process, all Rlim KO embryos were generated by Δ Δ 132 crossing RlimcKOm/ p-SC females with germline KO males (Rlim /Y) (Figure 1 – figure 133 supplement 1A). RNA was prepared and barcoded RNA-seq libraries were constructed 134 from 187 samples that were distributed between two 96-well plates, each with similar 135 numbers of embryos from each stage and mating. Libraries were pooled and sequenced to 136 an average read depth of 2.95 million reads. This read depth lies within the range 137 typically obtained by using single-cell technology (Shalek et al., 2013). The gender of 138 each embryo was determined by assessing expression of Y-linked genes, which occurs 139 only in male embryos, and Xist, which is expressed only in females (Figures 1C, D). 12 140 samples for which gender could not be assigned or displayed less than 280,000 total reads 141 were removed, leaving 175 samples for further analysis (Figure 1 – figure supplement 142 1B; Supplementary file 1). Mapping reads from WT and KO embryos to the Rlim locus 143 showed that the deleted region in KO embryos was not represented (Figure 1E; data not 144 shown), validating both the mating strategy and the specificity of the data obtained via 145 whole embryo RNA-seq.
Recommended publications
  • Exceptional Conservation of Horse–Human Gene Order on X Chromosome Revealed by High-Resolution Radiation Hybrid Mapping
    Exceptional conservation of horse–human gene order on X chromosome revealed by high-resolution radiation hybrid mapping Terje Raudsepp*†, Eun-Joon Lee*†, Srinivas R. Kata‡, Candice Brinkmeyer*, James R. Mickelson§, Loren C. Skow*, James E. Womack‡, and Bhanu P. Chowdhary*¶ʈ *Department of Veterinary Anatomy and Public Health, ‡Department of Veterinary Pathobiology, College of Veterinary Medicine, and ¶Department of Animal Science, College of Agriculture and Life Science, Texas A&M University, College Station, TX 77843; and §Department of Veterinary Pathobiology, University of Minnesota, 295f AS͞VM, St. Paul, MN 55108 Contributed by James E. Womack, December 30, 2003 Development of a dense map of the horse genome is key to efforts ciated with the traits, once they are mapped by genetic linkage aimed at identifying genes controlling health, reproduction, and analyses with highly polymorphic markers. performance. We herein report a high-resolution gene map of the The X chromosome is the most conserved mammalian chro- horse (Equus caballus) X chromosome (ECAX) generated by devel- mosome (18, 19). Extensive comparisons of structure, organi- oping and typing 116 gene-specific and 12 short tandem repeat zation, and gene content of this chromosome in evolutionarily -markers on the 5,000-rad horse ؋ hamster whole-genome radia- diverse mammals have revealed a remarkable degree of conser tion hybrid panel and mapping 29 gene loci by fluorescence in situ vation (20–22). Until now, the chromosome has been best hybridization. The human X chromosome sequence was used as a studied in humans and mice, where the focus of research has template to select genes at 1-Mb intervals to develop equine been the intriguing patterns of X inactivation and the involve- orthologs.
    [Show full text]
  • Locating Gene Conversions on the X-Chromosome
    Sexy Gene Conversions: Locating Gene Conversions on the X-Chromosome Mark J. Lawson1, Liqing Zhang1;2∗ Department of Computer Science, Virginia Tech 2Program in Genetics, Bioinformatics, and Computational Biology ∗To whom correspondence should be addressed; E-mail: [email protected] April 3, 2009 Abstract Gene conversion can have a profound impact on both the short-term and long-term evolution of genes and genomes. Here we examined the gene families that are located on the X-chromosomes of human, chimp, mouse, and rat for evidence of gene conversion. We identified seven gene families (WD repeat protein family, Ferritin Heavy Chain family, RAS-related Protein RAB-40 family, Diphosphoinositol polyphosphate phosphohydrolase family, Transcription Elongation Factor A family, LDOC1 Related family, Zinc Finger Protein ZIC, and GLI family) that show evidence of gene conversion. Through phylogenetic analyses and synteny evidence, we show that gene conversion has played an important role in the evolution of these gene families and that gene conversion has occured independently in both primates and rodents. Comparing the results with those of two gene conversion prediction programs (GENECONV and Partimatrix), we found that both GENECONV and Partimatrix have very high false negative rates (i.e. failed to predict gene conversions), leading to many undetected gene conversions. The combination of phylogenetic analyses with physical synteny evidence exhibits high power in the detection of gene conversions. 1 1 Introduction Gene conversions are the exchange of genetic information between two genes, initiated by a double-strand break in one gene (acceptor) followed by the repair of this gene through the copying of the sequence of a similar gene (donor).
    [Show full text]
  • Effect of Maternal Age on Transcriptome of Granulosa Cells from Bovine
    Effect of Maternal Age on Transcriptome of Granulosa Cells from Bovine Dominant Follicles A Thesis submitted to the College of Graduate Studies and Research In Partial Fulfillment of the Requirements For the Degree of Doctor of Philosophy In the Department of Veterinary Biomedical Sciences University of Saskatchewan Saskatoon By MUHAMMAD IRFAN-UR-REHMAN KHAN © Copyright Muhammad Irfan-ur-Rehman Khan, January, 2014. All rights reserved. PERMISSION TO USE In presenting this thesis in partial fulfillment of the requirements for the degree of Doctor of Philosophy from the University of Saskatchewan, I agree that the Libraries of this University may take it freely available for inspection. I further agree that permission for copying of this thesis in any manner, in whole or in part, for scholarly purposes may be granted by the professor or professors who supervised my thesis work or, in their absence, by the Head of the Department or the Dean of the College in which my thesis work was done. It is understood that any copying or publication or use of this thesis or parts thereof for financial gain shall not be allowed without my written permission. It is also understood that due recognition shall be given to me and to the University of Saskatchewan in any scholarly use which may be made of any material in my thesis. Request for permission to copy or to make other use of material in this thesis in whole or part should be addressed to: Head of the Department of Veterinary Biomedical Sciences Western College of Veterinary Medicine 52 Campus Drive, University of Saskatchewan Saskatoon, Saskatchewan, S7N 5B4 Canada i ABSTRACT Advanced maternal age has been shown to influence follicular and luteal dynamics in bovine ovary resulting in reduced fertility.
    [Show full text]
  • Regulation of X-Linked Gene Expression During Early Mouse Development By
    Regulation of X-linked gene expression during early mouse development by The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation Wang, Feng et al. “Regulation of X-Linked Gene Expression during Early Mouse Development by Rlim.” eLife 5 (2016): n. pag. As Published http://dx.doi.org/10.7554/eLife.19127 Publisher eLife Sciences Publications, Ltd. Version Final published version Citable link http://hdl.handle.net/1721.1/108565 Terms of Use Creative Commons Attribution 4.0 International License Detailed Terms http://creativecommons.org/licenses/by/4.0/ RESEARCH ARTICLE Regulation of X-linked gene expression during early mouse development by Rlim Feng Wang1†, JongDae Shin1,2†, Jeremy M Shea3, Jun Yu1, Ana Bosˇkovic´ 3, Meg Byron4, Xiaochun Zhu1, Alex K Shalek5,10,6,7, Aviv Regev6,11,8, Jeanne B Lawrence4, Eduardo M Torres1, Lihua J Zhu1,9, Oliver J Rando3, Ingolf Bach1* 1Department of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, United States; 2Department of Cell Biology, College of Medicine, Konyang University, Daejeon, Korea; 3Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, United States; 4Department of Cell and Developmental Biology, University of Massachusetts Medical School, Worcester, United States; 5Department of Chemistry, Massachusetts Institute of Technology, Cambridge, United States; 6Broad Institute of MIT and Harvard, Cambridge, United States; 7Ragon Institute of MGH, MIT and Harvard, Cambridge, United States; 8Howard Hughes Medical Institute, Massachusetts Institute of Technology, Cambridge, United States; 9Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, United States; 10Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, United States; 11Department of Biology, Massachusetts Institute of Technology , Cambridge, United States *For correspondence: ingolf.
    [Show full text]
  • Three-Dimensional Culture System Identifies a New Mode of Cetuximab Resistance and Disease-Relevant Genes in Colorectal Cancer
    Three-dimensional culture system identifies a new mode of cetuximab resistance and disease-relevant genes in colorectal cancer Cunxi Lia,b,c,d,1, Bhuminder Singha,b,1, Ramona Graves-Deala,b, Haiting Mae, Alina Starchenkof, William H. Frya,b, Yuanyuan Lua,b, Yang Wangg, Galina Bogatchevaa,b, Mohseen P. Khanh, Ginger L. Milnei, Shilin Zhaoj, Gregory Daniel Ayersk, Nenggan Lic, Huaying Huc, Mary Kay Washingtonh, Timothy J. Yeatmanl, Oliver G. McDonaldh, Qi Liuj,m, and Robert J. Coffeya,b,n,2 aDepartment of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232; bDepartment of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232; cJiaen Genetics Laboratory, Beijing Jiaen Hospital, Beijing 100191; dMolecular Pathology, Cancer Research Center, Medical College of Xiamen University, Xiamen, Fujian 361102; eWhitehead Institute for Biomedical Research, Cambridge, MA 02142; fInterdisciplinary Graduate Program, Vanderbilt University School of Medicine, Nashville, TN 37232; gDepartment of Human Genetics, Emory University, Atlanta, GA 30084; hDepartment of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232; iDivision of Clinical Pharmacology, Vanderbilt University Medical Center, Nashville, TN 37232; jCenter for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232; kDivision of Cancer Biostatistics, Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN 37232; lGibbs Cancer Center & Research Institute, Spartanburg,
    [Show full text]
  • A Temporally Controlled Sequence of X-Chromosome Inactivation and Reactivation Defines Female Mouse in Vitro Germ Cells with Meiotic Potential
    bioRxiv preprint doi: https://doi.org/10.1101/2021.08.11.455976; this version posted August 11, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC 4.0 International license. A temporally controlled sequence of X-chromosome inactivation and reactivation defines female mouse in vitro germ cells with meiotic potential Jacqueline Severino1†, Moritz Bauer1,9†, Tom Mattimoe1, Niccolò Arecco1, Luca Cozzuto1, Patricia Lorden2, Norio Hamada3, Yoshiaki Nosaka4,5,6, So Nagaoka4,5,6, Holger Heyn2, Katsuhiko Hayashi7, Mitinori Saitou4,5,6 and Bernhard Payer1,8* Abstract The early mammalian germ cell lineage is characterized by extensive epigenetic reprogramming, which is required for the maturation into functional eggs and sperm. In particular, the epigenome needs to be reset before parental marks can be established and then transmitted to the next generation. In the female germ line, reactivation of the inactive X- chromosome is one of the most prominent epigenetic reprogramming events, and despite its scale involving an entire chromosome affecting hundreds of genes, very little is known about its kinetics and biological function. Here we investigate X-chromosome inactivation and reactivation dynamics by employing a tailor-made in vitro system to visualize the X-status during differentiation of primordial germ cell-like cells (PGCLCs) from female mouse embryonic stem cells (ESCs). We find that the degree of X-inactivation in PGCLCs is moderate when compared to somatic cells and characterized by a large number of genes escaping full inactivation.
    [Show full text]
  • Fine-Mapping and Family-Based Association Analyses of Prostate Cancer Risk Variants at Xp11
    2132 Short Communication Fine-Mapping and Family-Based Association Analyses of Prostate Cancer Risk Variants at Xp11 Lingyi Lu,1,2 Jielin Sun,1,3 Sarah D. Isaacs,4 Kathleen E. Wiley,4 Shelly Smith,1,3 Kristen Pruett,1,3 Yi Zhu,1,3 Zheng Zhang,1,3 Fredrik Wiklund,5 Henrik Gro¨nberg,5 Patrick C. Walsh,4 Bao-Li Chang,1,3 S. Lilly Zheng,1,3 William B. Isaacs,4 and Jianfeng Xu1,3 1Center for Cancer Genomics, 2Department of Biostatistical Sciences, 3Center for Human Genomics, Wake Forest University School of Medicine, Winston-Salem, North Carolina; 4Johns Hopkins Medical Institutions, Baltimore, Maryland; and 5Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden Abstract Two single nucleotide polymorphisms (SNP; rs5945572 Ovarian Cancer screening trial. The strongest associa- and rs5945619) at Xp11 were recently implicated in two tion was found with SNPs in the haplotype block in genome-wide association studies of prostate cancer. which the two initial reported SNPs were located, Using a family-based association test for these two although many SNPs in the f140 kb region were SNPs in 168 families with prostate cancer, we showed highly significant in the combined allelic tests (P = À À in this study that the risk alleles of the two reported 10 5 to 10 6). The second strongest association was SNPs were overtransmitted to the affected offspring observed with SNPs in the f286 kb region at another À À (P = 0.009 for rs5945372 and P = 0.03 for rs5945619), which haplotype block (P =10 4 to 10 5), f94 kb centromeric suggested that the observed association in case-control to the first region.
    [Show full text]
  • Functional Genomics Approach Identifies Novel Signaling Regulators of Tgfa Ectodomain Shedding
    Published OnlineFirst October 10, 2017; DOI: 10.1158/1541-7786.MCR-17-0140 Signal Transduction Molecular Cancer Research Functional Genomics Approach Identifies Novel Signaling Regulators of TGFa Ectodomain Shedding Jennifer L. Wilson1, Eirini Kefaloyianni2, Lauren Stopfer1, Christina Harrison3, Venkata S. Sabbisetti4, Ernest Fraenkel1,5, Douglas A. Lauffenburger1, and Andreas Herrlich2 Abstract Ectodomain shedding of cell-surface precursor proteins by shRNA genomic screen, computational network analysis, and metalloproteases generates important cellular signaling molecules. dedicated validation tests succeeded in identifying several key Of importance for disease is the release of ligands that activate the signaling pathways as novel regulators of TGFa shedding in cancer EGFR, such as TGFa, which is mostly carried out by ADAM17 [a cells. Most notably, a cluster of genes with NFkBpathwayregu- member of the A-disintegrin and metalloprotease (ADAM) latory functions was found to strongly influence TGFa release, domain family]. EGFR ligand shedding has been linked to many albeit independent of their NFkB regulatory functions. Inflamma- diseases, in particular cancer development, growth and metastasis, tory regulators thus also govern cancer cell growth–promoting as well as resistance to cancer therapeutics. Excessive EGFR ligand ectodomain cleavage, lending mechanistic understanding to the release can outcompete therapeutic EGFR inhibition or the inhi- well-known connection between inflammation and cancer. bition of other growth factor pathways by providing bypass signaling via EGFR activation. Drugging metalloproteases directly Implications: Using genomic screens and network analysis, this have failed clinically because it indiscriminately affected shedding study defines targets that regulate ectodomain shedding and of numerous substrates. It is therefore essential to identify regu- suggests new treatment opportunities for EGFR-driven cancers.
    [Show full text]
  • Content Based Search in Gene Expression Databases and a Meta-Analysis of Host Responses to Infection
    Content Based Search in Gene Expression Databases and a Meta-analysis of Host Responses to Infection A Thesis Submitted to the Faculty of Drexel University by Francis X. Bell in partial fulfillment of the requirements for the degree of Doctor of Philosophy November 2015 c Copyright 2015 Francis X. Bell. All Rights Reserved. ii Acknowledgments I would like to acknowledge and thank my advisor, Dr. Ahmet Sacan. Without his advice, support, and patience I would not have been able to accomplish all that I have. I would also like to thank my committee members and the Biomed Faculty that have guided me. I would like to give a special thanks for the members of the bioinformatics lab, in particular the members of the Sacan lab: Rehman Qureshi, Daisy Heng Yang, April Chunyu Zhao, and Yiqian Zhou. Thank you for creating a pleasant and friendly environment in the lab. I give the members of my family my sincerest gratitude for all that they have done for me. I cannot begin to repay my parents for their sacrifices. I am eternally grateful for everything they have done. The support of my sisters and their encouragement gave me the strength to persevere to the end. iii Table of Contents LIST OF TABLES.......................................................................... vii LIST OF FIGURES ........................................................................ xiv ABSTRACT ................................................................................ xvii 1. A BRIEF INTRODUCTION TO GENE EXPRESSION............................. 1 1.1 Central Dogma of Molecular Biology........................................... 1 1.1.1 Basic Transfers .......................................................... 1 1.1.2 Uncommon Transfers ................................................... 3 1.2 Gene Expression ................................................................. 4 1.2.1 Estimating Gene Expression ............................................ 4 1.2.2 DNA Microarrays ......................................................
    [Show full text]
  • NUDT Expression Is Predictive of Prognosis in Patients with Clear Cell Renal Cell Carcinoma
    ONCOLOGY LETTERS 14: 6121-6128, 2017 NUDT expression is predictive of prognosis in patients with clear cell renal cell carcinoma YUE WANG1,2*, FANGNING WAN1,2*, KUN CHANG1,2, XIAOLIN LU1,2, BO DAI1,2 and DINGWEI YE1,2 1Department of Urology, Fudan University Shanghai Cancer Center, 2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 20032, P.R. China Received February 21, 2016; Accepted July 27, 2017 DOI: 10.3892/ol.2017.6997 Abstract. The nudix hydroxylase (NUDT) family of genes Introduction may have notable roles in cancer growth and metastasis. The present study aimed to determine the prognostic ability of Renal cell carcinoma (RCC) is responsible for about 3% of NUDT genes in clear cell renal cell carcinoma (ccRCC). Data all malignancies in adults, and 250,000 new cases of kidney from 509 patients with ccRCC was obtained from The Cancer cancer are diagnosed each year worldwide (1). At present, Genome Atlas (TCGA) database and 192 patient samples from clear cell RCC (ccRCC) is the most common form of adult Fudan University Shanghai Cancer Center (FUSCC) were kidney cancer, representing a diverse set of neoplasms analyzed in the present study. The expression profile of NUDT with unique genetic and histological features (2,3). Despite gene family members in the TCGA cohort was obtained from developments in diagnosis and treatment strategies of RCC the TCGA RNA sequencing database. Pathological charac- during the past few years, one-third of patients present with teristics, including age, sex, tumor size, tumor grade, stage, metastatic disease at diagnosis (2). Furthermore, 20-40% of laterality and overall survival were collected.
    [Show full text]
  • Three-Dimensional Culture System Identifies a New Mode of Cetuximab Resistance and Disease-Relevant Genes in Colorectal Cancer
    Three-dimensional culture system identifies a new mode of cetuximab resistance and disease-relevant genes in colorectal cancer Cunxi Lia,b,c,d,1, Bhuminder Singha,b,1, Ramona Graves-Deala,b, Haiting Mae, Alina Starchenkof, William H. Frya,b, Yuanyuan Lua,b, Yang Wangg, Galina Bogatchevaa,b, Mohseen P. Khanh, Ginger L. Milnei, Shilin Zhaoj, Gregory Daniel Ayersk, Nenggan Lic, Huaying Huc, Mary Kay Washingtonh, Timothy J. Yeatmanl, Oliver G. McDonaldh, Qi Liuj,m, and Robert J. Coffeya,b,n,2 aDepartment of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232; bDepartment of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232; cJiaen Genetics Laboratory, Beijing Jiaen Hospital, Beijing 100191; dMolecular Pathology, Cancer Research Center, Medical College of Xiamen University, Xiamen, Fujian 361102; eWhitehead Institute for Biomedical Research, Cambridge, MA 02142; fInterdisciplinary Graduate Program, Vanderbilt University School of Medicine, Nashville, TN 37232; gDepartment of Human Genetics, Emory University, Atlanta, GA 30084; hDepartment of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232; iDivision of Clinical Pharmacology, Vanderbilt University Medical Center, Nashville, TN 37232; jCenter for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232; kDivision of Cancer Biostatistics, Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN 37232; lGibbs Cancer Center & Research Institute, Spartanburg,
    [Show full text]
  • Identification of the Genetic Alterations in Prostate Cancer Metastases
    Identification of the genetic alterations in prostate cancer metastases Elzbieta Stankiewicz Submitted in partial fulfilment of the requirements of the Degree of Doctor of Philosophy Supervisor: Dr Yong-Jie Lu and Prof D. Berney Molecular Oncology and Imaging Barts Cancer Institute Queen Mary University of London John Vane Science Centre Charterhouse Square London EC1M 6BQ 1 STATEMENT OF ORIGINALITY I, Elzbieta Stankiewicz, confirm that the research included within this thesis is my own work or that where it has been carried out in collaboration with, or supported by others, that this is duly acknowledged below and my contribution indicated. Mrs Tracy Chaplin provided help with the hybridisation, staining and scanning of Affymetrix SNP array. Dr. Xueying Mao helped me with SNP data analysis and FISH methodology. Dr. Marc Yeste-Velasco helped me with generation of stable 22RV1 shFBXL4 cells. I attest that I have exercised reasonable care to ensure that the work is original, and does not to the best of my knowledge break any UK law, infringe any third party’s copyright or other Intellectual Property Right, or contain any confidential material. I accept that the College has the right to use plagiarism detection software to check the electronic version of the thesis. I confirm that this thesis has not been previously submitted for the award of a degree by this or any other university. The copyright of this thesis rests with the author and no quotation from it or information derived from it may be published without the prior written consent of the author. Signature: Elzbieta Stankewicz Date: 30.06.16 2 ACKNOWLEDGEMENTS I would like to thank my supervisors, Dr.
    [Show full text]