SAGE Analysis Highlights the Importance of P53csv, Ddx5, Mapkapk2 and Ranbp2 to Multiple Myeloma Tumorigenesis Q
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Analysis of Gene Expression Data for Gene Ontology
ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION A Thesis Presented to The Graduate Faculty of The University of Akron In Partial Fulfillment of the Requirements for the Degree Master of Science Robert Daniel Macholan May 2011 ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION Robert Daniel Macholan Thesis Approved: Accepted: _______________________________ _______________________________ Advisor Department Chair Dr. Zhong-Hui Duan Dr. Chien-Chung Chan _______________________________ _______________________________ Committee Member Dean of the College Dr. Chien-Chung Chan Dr. Chand K. Midha _______________________________ _______________________________ Committee Member Dean of the Graduate School Dr. Yingcai Xiao Dr. George R. Newkome _______________________________ Date ii ABSTRACT A tremendous increase in genomic data has encouraged biologists to turn to bioinformatics in order to assist in its interpretation and processing. One of the present challenges that need to be overcome in order to understand this data more completely is the development of a reliable method to accurately predict the function of a protein from its genomic information. This study focuses on developing an effective algorithm for protein function prediction. The algorithm is based on proteins that have similar expression patterns. The similarity of the expression data is determined using a novel measure, the slope matrix. The slope matrix introduces a normalized method for the comparison of expression levels throughout a proteome. The algorithm is tested using real microarray gene expression data. Their functions are characterized using gene ontology annotations. The results of the case study indicate the protein function prediction algorithm developed is comparable to the prediction algorithms that are based on the annotations of homologous proteins. -
Role of Excess Inorganic Pyrophosphate in Primer-Extension Genotyping Assays
Methods Role of Excess Inorganic Pyrophosphate in Primer-Extension Genotyping Assays Ming Xiao,1 Angie Phong,1 Kristen L. Lum,1 Richard A. Greene,2 Philip R. Buzby,2,3 and Pui-Yan Kwok1,4,5 1Cardiovascular Research Institute, University of California, San Francisco, San Francisco, California 94143-0130, USA; 2PerkinElmer Life and Analytical Sciences, Inc., Boston, Massachusetts 02118-2512, USA We have developed and genotyped >15,000 SNP assays by using a primer extension genotyping assay with fluorescence polarization (FP) detection. Although the 80% success rate of this assay is similar to those of other SNP genotyping assays, we wanted to determine the reasons for the failures and find ways to improve the assay. We observed that the failed assays fell into three general patterns: PCR failure, excess of heterozygous genotypes, and loss of FP signal for one of the dye labels. After analyzing several hundred failed assays, we concluded that 5% of the assays had PCR failure and had to be redesigned. We also discovered that the other two categories of failures were due to misincorporation of one of the dye-terminators during the primer extension reaction as a result of primer shortening with a reverse reaction involving inorganic pyrophosphate, and to the quenching of R110-terminator after its incorporation onto the SNP primer. The relatively slow incorporation of R110 acycloterminators by AcycloPol compounds the problem with the R110 label. In this report, we describe the source of the problems and simple ways to correct these problems by adding pyrophosphatase, using quenching as part of the analysis, and replacing R110 by Texas red as one of the dye labels. -
Chuanxiong Rhizoma Compound on HIF-VEGF Pathway and Cerebral Ischemia-Reperfusion Injury’S Biological Network Based on Systematic Pharmacology
ORIGINAL RESEARCH published: 25 June 2021 doi: 10.3389/fphar.2021.601846 Exploring the Regulatory Mechanism of Hedysarum Multijugum Maxim.-Chuanxiong Rhizoma Compound on HIF-VEGF Pathway and Cerebral Ischemia-Reperfusion Injury’s Biological Network Based on Systematic Pharmacology Kailin Yang 1†, Liuting Zeng 1†, Anqi Ge 2†, Yi Chen 1†, Shanshan Wang 1†, Xiaofei Zhu 1,3† and Jinwen Ge 1,4* Edited by: 1 Takashi Sato, Key Laboratory of Hunan Province for Integrated Traditional Chinese and Western Medicine on Prevention and Treatment of 2 Tokyo University of Pharmacy and Life Cardio-Cerebral Diseases, Hunan University of Chinese Medicine, Changsha, China, Galactophore Department, The First 3 Sciences, Japan Hospital of Hunan University of Chinese Medicine, Changsha, China, School of Graduate, Central South University, Changsha, China, 4Shaoyang University, Shaoyang, China Reviewed by: Hui Zhao, Capital Medical University, China Background: Clinical research found that Hedysarum Multijugum Maxim.-Chuanxiong Maria Luisa Del Moral, fi University of Jaén, Spain Rhizoma Compound (HCC) has de nite curative effect on cerebral ischemic diseases, *Correspondence: such as ischemic stroke and cerebral ischemia-reperfusion injury (CIR). However, its Jinwen Ge mechanism for treating cerebral ischemia is still not fully explained. [email protected] †These authors share first authorship Methods: The traditional Chinese medicine related database were utilized to obtain the components of HCC. The Pharmmapper were used to predict HCC’s potential targets. Specialty section: The CIR genes were obtained from Genecards and OMIM and the protein-protein This article was submitted to interaction (PPI) data of HCC’s targets and IS genes were obtained from String Ethnopharmacology, a section of the journal database. -
Table SI. Genes Upregulated ≥ 2-Fold by MIH 2.4Bl Treatment Affymetrix ID
Table SI. Genes upregulated 2-fold by MIH 2.4Bl treatment Fold UniGene ID Description Affymetrix ID Entrez Gene Change 1558048_x_at 28.84 Hs.551290 231597_x_at 17.02 Hs.720692 238825_at 10.19 93953 Hs.135167 acidic repeat containing (ACRC) 203821_at 9.82 1839 Hs.799 heparin binding EGF like growth factor (HBEGF) 1559509_at 9.41 Hs.656636 202957_at 9.06 3059 Hs.14601 hematopoietic cell-specific Lyn substrate 1 (HCLS1) 202388_at 8.11 5997 Hs.78944 regulator of G-protein signaling 2 (RGS2) 213649_at 7.9 6432 Hs.309090 serine and arginine rich splicing factor 7 (SRSF7) 228262_at 7.83 256714 Hs.127951 MAP7 domain containing 2 (MAP7D2) 38037_at 7.75 1839 Hs.799 heparin binding EGF like growth factor (HBEGF) 224549_x_at 7.6 202672_s_at 7.53 467 Hs.460 activating transcription factor 3 (ATF3) 243581_at 6.94 Hs.659284 239203_at 6.9 286006 Hs.396189 leucine rich single-pass membrane protein 1 (LSMEM1) 210800_at 6.7 1678 translocase of inner mitochondrial membrane 8 homolog A (yeast) (TIMM8A) 238956_at 6.48 1943 Hs.741510 ephrin A2 (EFNA2) 242918_at 6.22 4678 Hs.319334 nuclear autoantigenic sperm protein (NASP) 224254_x_at 6.06 243509_at 6 236832_at 5.89 221442 Hs.374076 adenylate cyclase 10, soluble pseudogene 1 (ADCY10P1) 234562_x_at 5.89 Hs.675414 214093_s_at 5.88 8880 Hs.567380; far upstream element binding protein 1 (FUBP1) Hs.707742 223774_at 5.59 677825 Hs.632377 small nucleolar RNA, H/ACA box 44 (SNORA44) 234723_x_at 5.48 Hs.677287 226419_s_at 5.41 6426 Hs.710026; serine and arginine rich splicing factor 1 (SRSF1) Hs.744140 228967_at 5.37 -
Supplemental Information
Supplemental information Dissection of the genomic structure of the miR-183/96/182 gene. Previously, we showed that the miR-183/96/182 cluster is an intergenic miRNA cluster, located in a ~60-kb interval between the genes encoding nuclear respiratory factor-1 (Nrf1) and ubiquitin-conjugating enzyme E2H (Ube2h) on mouse chr6qA3.3 (1). To start to uncover the genomic structure of the miR- 183/96/182 gene, we first studied genomic features around miR-183/96/182 in the UCSC genome browser (http://genome.UCSC.edu/), and identified two CpG islands 3.4-6.5 kb 5’ of pre-miR-183, the most 5’ miRNA of the cluster (Fig. 1A; Fig. S1 and Seq. S1). A cDNA clone, AK044220, located at 3.2-4.6 kb 5’ to pre-miR-183, encompasses the second CpG island (Fig. 1A; Fig. S1). We hypothesized that this cDNA clone was derived from 5’ exon(s) of the primary transcript of the miR-183/96/182 gene, as CpG islands are often associated with promoters (2). Supporting this hypothesis, multiple expressed sequences detected by gene-trap clones, including clone D016D06 (3, 4), were co-localized with the cDNA clone AK044220 (Fig. 1A; Fig. S1). Clone D016D06, deposited by the German GeneTrap Consortium (GGTC) (http://tikus.gsf.de) (3, 4), was derived from insertion of a retroviral construct, rFlpROSAβgeo in 129S2 ES cells (Fig. 1A and C). The rFlpROSAβgeo construct carries a promoterless reporter gene, the β−geo cassette - an in-frame fusion of the β-galactosidase and neomycin resistance (Neor) gene (5), with a splicing acceptor (SA) immediately upstream, and a polyA signal downstream of the β−geo cassette (Fig. -
Neuropeptidergic Signaling Partitions Arousal Behaviors in Zebrafish
3142 • The Journal of Neuroscience, February 26, 2014 • 34(9):3142–3160 Behavioral/Cognitive Neuropeptidergic Signaling Partitions Arousal Behaviors in Zebrafish Ian G. Woods,1,2 David Schoppik,2 Veronica J. Shi,2 Steven Zimmerman,2 Haley A. Coleman,1 Joel Greenwood,3 Edward R. Soucy,3 and Alexander F. Schier2,3 1Department of Biology, Ithaca College, Ithaca, New York 14850, and 2Department of Molecular and Cellular Biology and 3Center for Brain Science, Harvard University, Cambridge, Massachusetts 02138 Animals modulate their arousal state to ensure that their sensory responsiveness and locomotor activity match environmental demands. Neuropeptides can regulate arousal, but studies of their roles in vertebrates have been constrained by the vast array of neuropeptides and their pleiotropic effects. To overcome these limitations, we systematically dissected the neuropeptidergic modulation of arousal in larval zebrafish. We quantified spontaneous locomotor activity and responsiveness to sensory stimuli after genetically induced expression of seven evolutionarily conserved neuropeptides, including adenylate cyclase activating polypeptide 1b (adcyap1b), cocaine-related and amphetamine-related transcript (cart), cholecystokinin (cck), calcitonin gene-related peptide (cgrp), galanin, hypocretin, and nocicep- tin. Our study reveals that arousal behaviors are dissociable: neuropeptide expression uncoupled spontaneous activity from sensory responsiveness, and uncovered modality-specific effects upon sensory responsiveness. Principal components analysis and phenotypic clustering revealed both shared and divergent features of neuropeptidergic functions: hypocretin and cgrp stimulated spontaneous locomotor activity, whereas galanin and nociceptin attenuated these behaviors. In contrast, cart and adcyap1b enhanced sensory respon- siveness yet had minimal impacts on spontaneous activity, and cck expression induced the opposite effects. Furthermore, hypocretin and nociceptin induced modality-specific differences in responsiveness to changes in illumination. -
Aneuploidy: Using Genetic Instability to Preserve a Haploid Genome?
Health Science Campus FINAL APPROVAL OF DISSERTATION Doctor of Philosophy in Biomedical Science (Cancer Biology) Aneuploidy: Using genetic instability to preserve a haploid genome? Submitted by: Ramona Ramdath In partial fulfillment of the requirements for the degree of Doctor of Philosophy in Biomedical Science Examination Committee Signature/Date Major Advisor: David Allison, M.D., Ph.D. Academic James Trempe, Ph.D. Advisory Committee: David Giovanucci, Ph.D. Randall Ruch, Ph.D. Ronald Mellgren, Ph.D. Senior Associate Dean College of Graduate Studies Michael S. Bisesi, Ph.D. Date of Defense: April 10, 2009 Aneuploidy: Using genetic instability to preserve a haploid genome? Ramona Ramdath University of Toledo, Health Science Campus 2009 Dedication I dedicate this dissertation to my grandfather who died of lung cancer two years ago, but who always instilled in us the value and importance of education. And to my mom and sister, both of whom have been pillars of support and stimulating conversations. To my sister, Rehanna, especially- I hope this inspires you to achieve all that you want to in life, academically and otherwise. ii Acknowledgements As we go through these academic journeys, there are so many along the way that make an impact not only on our work, but on our lives as well, and I would like to say a heartfelt thank you to all of those people: My Committee members- Dr. James Trempe, Dr. David Giovanucchi, Dr. Ronald Mellgren and Dr. Randall Ruch for their guidance, suggestions, support and confidence in me. My major advisor- Dr. David Allison, for his constructive criticism and positive reinforcement. -
Dissertation
Dissertation submitted to the Combined Faculty of Natural Sciences and Mathematics of the Ruperto Carola University Heidelberg, Germany for the degree of Doctor of Natural Sciences Presented by: Arlou Kristina J. Angeles, M.Sc. born in Manila, Philippines Oral examination: 19 July 2019 The ERG-driven long non-coding RNA LINC00920 promotes cell proliferation and migration in prostate cancer cells by modulating FOXO activity through a direct interaction with 14-3-3ε Referees: PD Dr. Odilia Popanda Prof. Dr. Holger Sültmann Declaration I hereby declare that the submitted dissertation entitled “The ERG-driven long non-coding RNA LINC00920 promotes cell proliferation and migration in prostate cancer cells by modulating FOXO activity through a direct interaction with 14-3-3ε” is the product of my own work and that all assistance received in preparing this thesis and manuscript have been acknowledged. I have not applied to be examined at any other institution, nor have I submitted this dissertation to any other faculty. Furthermore, I took reasonable care to ensure that the work is original, and, to the best of my knowledge, does not breach copyright law, and has not been taken from other sources except where such work has been cited and acknowledged within the text. ________________________ ________________________ Place, Date Arlou Kristina Angeles Summary This thesis describes LINC00920, a tumor-associated lncRNA identified in the transcriptome dataset of the International Cancer Genome Consortium-Early Onset Prostate Cancer (ICGC-EOPC) cohort. SiRNA-mediated knockdown of LINC00920 negatively affected proliferation, colony formation, and migration of PC-3 prostate cancer cells. Gene set enrichment analysis of microarray expression data revealed perturbation of pathways related to cell cycle, cell division, apoptosis, and cell movement. -
Virulent Diuraphis Noxia Aphids Over-Express Calcium Signaling Proteins to Overcome Defenses of Aphid-Resistant Wheat Plants
RESEARCH ARTICLE Virulent Diuraphis noxia Aphids Over-Express Calcium Signaling Proteins to Overcome Defenses of Aphid-Resistant Wheat Plants Deepak K. Sinha1,2, Predeesh Chandran2, Alicia E. Timm2, Lina Aguirre-Rojas2,C. Michael Smith2* 1 International Centre for Genetic Engineering and Biotechnology, New Delhi 110067, India, 2 Department of Entomology, Kansas State University, Manhattan, Kansas 66506–4004, United States of America * [email protected] Abstract The Russian wheat aphid, Diuraphis noxia, an invasive phytotoxic pest of wheat, Triticum aestivum, and barley, Hordeum vulgare, causes huge economic losses in Africa, South America, and North America. Most acceptable and ecologically beneficial aphid manage- OPEN ACCESS ment strategies include selection and breeding of D. noxia-resistant varieties, and numer- Citation: Sinha DK, Chandran P, Timm AE, Aguirre- ous D. noxia resistance genes have been identified in T. aestivum and H. vulgare. North Rojas L, Smith CM (2016) Virulent Diuraphis noxia American D. noxia biotype 1 is avirulent to T. aestivum varieties possessing Dn4 or Dn7 Aphids Over-Express Calcium Signaling Proteins to genes, while biotype 2 is virulent to Dn4 and avirulent to Dn7. The current investigation uti- Overcome Defenses of Aphid-Resistant Wheat Plants. PLoS ONE 11(1): e0146809. doi:10.1371/ lized next-generation RNAseq technology to reveal that biotype 2 over expresses proteins journal.pone.0146809 involved in calcium signaling, which activates phosphoinositide (PI) metabolism. Calcium Editor: Guangxiao Yang, Huazhong University of signaling proteins comprised 36% of all transcripts identified in the two D. noxia biotypes. Science & Technology(HUST), CHINA Depending on plant resistance gene-aphid biotype interaction, additional transcript groups Received: September 3, 2015 included those involved in tissue growth; defense and stress response; zinc ion and related cofactor binding; and apoptosis. -
(12) United States Patent (10) Patent No.: US 8.440,393 B2 Birrer Et Al
USOO8440393B2 (12) United States Patent (10) Patent No.: US 8.440,393 B2 Birrer et al. (45) Date of Patent: May 14, 2013 (54) PRO-ANGIOGENIC GENES IN OVARIAN OTHER PUBLICATIONS TUMORENDOTHELIAL CELL, SOLATES Boyd (The Basic Science of Oncology, 1992, McGraw-Hill, Inc., p. (75) Inventors: Michael J. Birrer, Mt. Airy, MD (US); 379). Tomas A. Bonome, Washington, DC Tockman et al. (Cancer Res., 1992, 52:2711s-2718s).* (US); Anil Sood, Pearland, TX (US); Pritzker (Clinical Chemistry, 2002, 48: 1147-1150).* Chunhua Lu, Missouri City, TX (US) Benedict et al. (J. Exp. Medicine, 2001, 193(1) 89-99).* Jiang et al. (J. Biol. Chem., 2003, 278(7) 4763-4769).* (73) Assignees: The United States of America as Matsushita et al. (FEBS Letters, 1999, vol. 443, pp. 348-352).* Represented by the Secretary of the Singh et al. (Glycobiology, 2001, vol. 11, pp. 587-592).* Department of Health and Human Abbosh et al. (Cancer Res. Jun. 1, 2006 66:5582-55.91 and Supple Services, Washington, DC (US); The mental Figs. S1-S7).* University of MD Anderson Cancer Zhai et al. (Chinese General Practice Aug. 2008, 11(8A): 1366 Center, Houston, TX (US) 1367).* Lu et al. (Cancer Res. Feb. 15, 2007, 64(4): 1757-1768).* (*) Notice: Subject to any disclaimer, the term of this Bagnato et al., “Activation of Mitogenic Signaling by Endothelin 1 in patent is extended or adjusted under 35 Ovarian Carcinoma Cells', Cancer Research, vol. 57, pp. 1306-1311, U.S.C. 154(b) by 194 days. 1997. Bouras et al., “Stanniocalcin 2 is an Estrogen-responsive Gene (21) Appl. -
Table S4. Trophoblast Differentiation-Associated Genes
Table S4. Trophoblast differentiation-associated genes Gene Stem Chromosomal Affymetrix ID Gene Title Symbol Ave Dif Ave GenBank Location dif/ stem t-test 1390511_at LOC308394 Cgm4 10 1863 BI285801 1 193.51 0.006 1378534_at similar to brain carcinoembryonic antigen LOC308394 10 1746 NM_001025679 1q21 183.10 0.001 1388433_at keratin complex 1, acidic, gene 19 Krt1-19 53 7958 NM_199498 10q32.1 149.07 0.022 1369029_at phospholipid scramblase 1 Plscr1 20 2050 NM_057194 8q31 101.12 0.028 1389856_at carcinoembryonic antigen gene family 4 Cgm4 57 5073 NM_012525 1q21 89.73 0.001 carcinoembryonic antigen-related cell 1368996_at adhesion molecule 3 Ceacam3 202 17879 NM_012702 1q21 88.71 0.001 1392832_at similar to angiopoietin-like 1 LOC684489 17 1398 XM_001068284 --- 83.66 0.001 1377666_at choline dehydrogenase Chdh 26 1571 NM_198731 16p16 60.59 0.003 cytochrome P450, family 11, subfamily a, 1368468_at polypeptide 1 Cyp11a1 196 9216 NM_017286 8q24 47.11 0.000 1376934_x_at similar to brain carcinoembryonic antigen Cgm4 53 2146 BI285801 1 40.22 0.000 stimulated by retinoic acid gene 6 homolog 1390525_a_at (mouse) Stra6 28 1037 NM_001029924 8q24 37.44 0.001 1382690_at carcinoembryonic antigen gene family 4 Cgm4 81 2729 NM_012525 1q21 33.86 0.001 1367809_at prolactin family 4, subfamily a, member 1 Prl4a1 683 22573 NM_017036 17p11 33.05 0.004 calcium channel, voltage-dependent, L type, 1383458_at alpha 1D subunit Cacna1d 26 802 BF403759 16 30.89 0.001 1370852_at spleen protein 1 precursor LOC171573 692 20968 NM_138537 8q21 30.29 0.003 1376036_at transporter -
Figure S1. HAEC ROS Production and ML090 NOX5-Inhibition
Figure S1. HAEC ROS production and ML090 NOX5-inhibition. (a) Extracellular H2O2 production in HAEC treated with ML090 at different concentrations and 24 h after being infected with GFP and NOX5-β adenoviruses (MOI 100). **p< 0.01, and ****p< 0.0001 vs control NOX5-β-infected cells (ML090, 0 nM). Results expressed as mean ± SEM. Fold increase vs GFP-infected cells with 0 nM of ML090. n= 6. (b) NOX5-β overexpression and DHE oxidation in HAEC. Representative images from three experiments are shown. Intracellular superoxide anion production of HAEC 24 h after infection with GFP and NOX5-β adenoviruses at different MOIs treated or not with ML090 (10 nM). MOI: Multiplicity of infection. Figure S2. Ontology analysis of HAEC infected with NOX5-β. Ontology analysis shows that the response to unfolded protein is the most relevant. Figure S3. UPR mRNA expression in heart of infarcted transgenic mice. n= 12-13. Results expressed as mean ± SEM. Table S1: Altered gene expression due to NOX5-β expression at 12 h (bold, highlighted in yellow). N12hvsG12h N18hvsG18h N24hvsG24h GeneName GeneDescription TranscriptID logFC p-value logFC p-value logFC p-value family with sequence similarity NM_052966 1.45 1.20E-17 2.44 3.27E-19 2.96 6.24E-21 FAM129A 129. member A DnaJ (Hsp40) homolog. NM_001130182 2.19 9.83E-20 2.94 2.90E-19 3.01 1.68E-19 DNAJA4 subfamily A. member 4 phorbol-12-myristate-13-acetate- NM_021127 0.93 1.84E-12 2.41 1.32E-17 2.69 1.43E-18 PMAIP1 induced protein 1 E2F7 E2F transcription factor 7 NM_203394 0.71 8.35E-11 2.20 2.21E-17 2.48 1.84E-18 DnaJ (Hsp40) homolog.