The Role of CREG1 As a Master Regulator of Liver Function
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Seq2pathway Vignette
seq2pathway Vignette Bin Wang, Xinan Holly Yang, Arjun Kinstlick May 19, 2021 Contents 1 Abstract 1 2 Package Installation 2 3 runseq2pathway 2 4 Two main functions 3 4.1 seq2gene . .3 4.1.1 seq2gene flowchart . .3 4.1.2 runseq2gene inputs/parameters . .5 4.1.3 runseq2gene outputs . .8 4.2 gene2pathway . 10 4.2.1 gene2pathway flowchart . 11 4.2.2 gene2pathway test inputs/parameters . 11 4.2.3 gene2pathway test outputs . 12 5 Examples 13 5.1 ChIP-seq data analysis . 13 5.1.1 Map ChIP-seq enriched peaks to genes using runseq2gene .................... 13 5.1.2 Discover enriched GO terms using gene2pathway_test with gene scores . 15 5.1.3 Discover enriched GO terms using Fisher's Exact test without gene scores . 17 5.1.4 Add description for genes . 20 5.2 RNA-seq data analysis . 20 6 R environment session 23 1 Abstract Seq2pathway is a novel computational tool to analyze functional gene-sets (including signaling pathways) using variable next-generation sequencing data[1]. Integral to this tool are the \seq2gene" and \gene2pathway" components in series that infer a quantitative pathway-level profile for each sample. The seq2gene function assigns phenotype-associated significance of genomic regions to gene-level scores, where the significance could be p-values of SNPs or point mutations, protein-binding affinity, or transcriptional expression level. The seq2gene function has the feasibility to assign non-exon regions to a range of neighboring genes besides the nearest one, thus facilitating the study of functional non-coding elements[2]. Then the gene2pathway summarizes gene-level measurements to pathway-level scores, comparing the quantity of significance for gene members within a pathway with those outside a pathway. -
GABPA Is a Master Regulator of Luminal Identity and Restrains Aggressive Diseases in Bladder Cancer
Cell Death & Differentiation (2020) 27:1862–1877 https://doi.org/10.1038/s41418-019-0466-7 ARTICLE GABPA is a master regulator of luminal identity and restrains aggressive diseases in bladder cancer 1,2,3 3,4 5 2,5 5 3 5 5 Yanxia Guo ● Xiaotian Yuan ● Kailin Li ● Mingkai Dai ● Lu Zhang ● Yujiao Wu ● Chao Sun ● Yuan Chen ● 5 6 3 1,2 1,2 3,7 Guanghui Cheng ● Cheng Liu ● Klas Strååt ● Feng Kong ● Shengtian Zhao ● Magnus Bjorkhölm ● Dawei Xu 3,7 Received: 3 June 2019 / Revised: 20 November 2019 / Accepted: 21 November 2019 / Published online: 4 December 2019 © The Author(s) 2019. This article is published with open access Abstract TERT promoter mutations occur in the majority of glioblastoma, bladder cancer (BC), and other malignancies while the ETS family transcription factors GABPA and its partner GABPB1 activate the mutant TERT promoter and telomerase in these tumors. GABPA depletion or the disruption of the GABPA/GABPB1 complex by knocking down GABPB1 was shown to inhibit telomerase, thereby eliminating the tumorigenic potential of glioblastoma cells. GABPA/B1 is thus suggested as a cancer therapeutic target. However, it is unclear about its role in BC. Here we unexpectedly observed that GABPA ablation 1234567890();,: 1234567890();,: inhibited TERT expression, but robustly increased proliferation, stem, and invasive phenotypes and cisplatin resistance in BC cells, while its overexpression exhibited opposite effects, and inhibited in vivo metastasizing in a xenograft transplant model. Mechanistically, GABPA directly activates the transcription of FoxA1 and GATA3, key transcription factors driving luminal differentiation of urothelial cells. Consistently, TCGA/GEO dataset analyses show that GABPA expression is correlated positively with luminal while negatively with basal signatures. -
Genetic and Genomic Analysis of Hyperlipidemia, Obesity and Diabetes Using (C57BL/6J × TALLYHO/Jngj) F2 Mice
University of Tennessee, Knoxville TRACE: Tennessee Research and Creative Exchange Nutrition Publications and Other Works Nutrition 12-19-2010 Genetic and genomic analysis of hyperlipidemia, obesity and diabetes using (C57BL/6J × TALLYHO/JngJ) F2 mice Taryn P. Stewart Marshall University Hyoung Y. Kim University of Tennessee - Knoxville, [email protected] Arnold M. Saxton University of Tennessee - Knoxville, [email protected] Jung H. Kim Marshall University Follow this and additional works at: https://trace.tennessee.edu/utk_nutrpubs Part of the Animal Sciences Commons, and the Nutrition Commons Recommended Citation BMC Genomics 2010, 11:713 doi:10.1186/1471-2164-11-713 This Article is brought to you for free and open access by the Nutrition at TRACE: Tennessee Research and Creative Exchange. It has been accepted for inclusion in Nutrition Publications and Other Works by an authorized administrator of TRACE: Tennessee Research and Creative Exchange. For more information, please contact [email protected]. Stewart et al. BMC Genomics 2010, 11:713 http://www.biomedcentral.com/1471-2164/11/713 RESEARCH ARTICLE Open Access Genetic and genomic analysis of hyperlipidemia, obesity and diabetes using (C57BL/6J × TALLYHO/JngJ) F2 mice Taryn P Stewart1, Hyoung Yon Kim2, Arnold M Saxton3, Jung Han Kim1* Abstract Background: Type 2 diabetes (T2D) is the most common form of diabetes in humans and is closely associated with dyslipidemia and obesity that magnifies the mortality and morbidity related to T2D. The genetic contribution to human T2D and related metabolic disorders is evident, and mostly follows polygenic inheritance. The TALLYHO/ JngJ (TH) mice are a polygenic model for T2D characterized by obesity, hyperinsulinemia, impaired glucose uptake and tolerance, hyperlipidemia, and hyperglycemia. -
Stem Cell Differentiation As a Many-Body Problem
Stem cell differentiation as a many-body problem Bin Zhanga,b and Peter G. Wolynesa,b,c,1 Departments of aChemistry and cPhysics and Astronomy, and bCenter for Theoretical Biological Physics, Rice University, Houston, TX 77005 Contributed by Peter G. Wolynes, May 9, 2014 (sent for review March 25, 2014) Stem cell differentiation has been viewed as coming from transitions transcription factors function as pioneers that can directly bind between attractors on an epigenetic landscape that governs the with the chromatin sites occupied by the nucleosome, slow dynamics of a regulatory network involving many genes. Rigorous DNA binding (14, 15) is still a good approximation to describe definition of such a landscape is made possible by the realization the effect of the progressive change of the chromatin structure that gene regulation is stochastic, owing to the small copy number of and histone modification induced by the pioneer factors on gene the transcription factors that regulate gene expression and because regulation (16). As a result, DNA binding must be treated on of the single-molecule nature of the gene itself. We develop an ap- equal footing together with protein synthesis and degradation proximation that allows the quantitative construction of the epige- to fully understand eukaryotic gene regulation (14–18). netic landscape for large realistic model networks. Applying this By increasing the dimensionality of the problem, investigating approach to the network for embryonic stem cell development ex- the effects arising from slow DNA-binding -
Role of RUNX1 in Aberrant Retinal Angiogenesis Jonathan D
Page 1 of 25 Diabetes Identification of RUNX1 as a mediator of aberrant retinal angiogenesis Short Title: Role of RUNX1 in aberrant retinal angiogenesis Jonathan D. Lam,†1 Daniel J. Oh,†1 Lindsay L. Wong,1 Dhanesh Amarnani,1 Cindy Park- Windhol,1 Angie V. Sanchez,1 Jonathan Cardona-Velez,1,2 Declan McGuone,3 Anat O. Stemmer- Rachamimov,3 Dean Eliott,4 Diane R. Bielenberg,5 Tave van Zyl,4 Lishuang Shen,1 Xiaowu Gai,6 Patricia A. D’Amore*,1,7 Leo A. Kim*,1,4 Joseph F. Arboleda-Velasquez*1 Author affiliations: 1Schepens Eye Research Institute/Massachusetts Eye and Ear, Department of Ophthalmology, Harvard Medical School, 20 Staniford St., Boston, MA 02114 2Universidad Pontificia Bolivariana, Medellin, Colombia, #68- a, Cq. 1 #68305, Medellín, Antioquia, Colombia 3C.S. Kubik Laboratory for Neuropathology, Massachusetts General Hospital, 55 Fruit St., Boston, MA 02114 4Retina Service, Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, 243 Charles St., Boston, MA 02114 5Vascular Biology Program, Boston Children’s Hospital, Department of Surgery, Harvard Medical School, 300 Longwood Ave., Boston, MA 02115 6Center for Personalized Medicine, Children’s Hospital Los Angeles, Los Angeles, 4650 Sunset Blvd, Los Angeles, CA 90027, USA 7Department of Pathology, Harvard Medical School, 25 Shattuck St., Boston, MA 02115 Corresponding authors: Joseph F. Arboleda-Velasquez: [email protected] Ph: (617) 912-2517 Leo Kim: [email protected] Ph: (617) 912-2562 Patricia D’Amore: [email protected] Ph: (617) 912-2559 Fax: (617) 912-0128 20 Staniford St. Boston MA, 02114 † These authors contributed equally to this manuscript Word Count: 1905 Tables and Figures: 4 Diabetes Publish Ahead of Print, published online April 11, 2017 Diabetes Page 2 of 25 Abstract Proliferative diabetic retinopathy (PDR) is a common cause of blindness in the developed world’s working adult population, and affects those with type 1 and type 2 diabetes mellitus. -
Transcription Factor SPZ1 Promotes TWIST-Mediated Epithelial–Mesenchymal Transition and Oncogenesis in Human Liver Cancer
OPEN Oncogene (2017) 36, 4405–4414 www.nature.com/onc ORIGINAL ARTICLE Transcription factor SPZ1 promotes TWIST-mediated epithelial–mesenchymal transition and oncogenesis in human liver cancer L-T Wang1, S-S Chiou2,3, C-Y Chai4, E Hsi5, C-M Chiang6, S-K Huang7, S-N Wang8,9, KK Yokoyama1,10,11,12,13,14 and S-H Hsu1,12 The epithelial–mesenchymal transition (EMT) is an important process in the progression of cancer. However, its occurrence and mechanism of regulation are not fully understood. We propose a regulatory pathway in which spermatogenic leucine zipper 1 (SPZ1) promotes EMT through its transactivating ability in increasing TWIST1 expression. We compared the expression of SPZ1 and TWIST1 in specimens of hepatocarcinoma cells (HCCs) and non-HCCs. Expression of SPZ1 exhibited a tumor-specific expression pattern and a high correlation with patients’ survival time, tumor size, tumor number and progression stage. Moreover, forced expression and knockdown of SPZ1 in hepatoma cells showed that SPZ1 was able to regulate the cellular proliferation, invasion, and tumorigenic activity in a TWIST1-dependent manner in vitro and in vivo. These data demonstrate that SPZ1, a newly dscribed molecule, transactivates TWIST1 promoters, and that this SPZ1-TWIST axis mediates EMT signaling and exerts significant regulatory effects on tumor oncogenesis. Oncogene (2017) 36, 4405–4414; doi:10.1038/onc.2017.69; published online 3 April 2017 INTRODUCTION by phosphorylation, which results in SPZ1 translocation into the Despite the identification of potential oncogenic drivers and their nucleus and activation of downstream gene expression such as 16 roles as master regulators of cancer initiation, the underlying the proliferating cell nuclear antigen. -
Development, Maintenance and Functions of CD8+ T-Regulatory Cells
Chakraborty S, Sa G. J Immunol Sci. (2018); 2(2): 8-12 Journal of Immunological Sciences Minireview Open Access Development, maintenance and functions of CD8+ T-regulatory cells: Molecular orchestration of FOXP3 transcription Sreeparna Chakraborty1 & Gaurisankar Sa1* 1Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata 700054, India Article Info ABSTRACT Article Notes Modulation of immune cells to rejuvenate the immune responses Received: January 10, 2018 against cancer becomes a promising strategy for cancer therapy. T-regulatory Accepted: March 23, 2018 cells are one of the major hurdles in successful cancer immunotherapy. Recent + + *Correspondence: studies discovered that apart from CD4 Treg cells, CD8 Tregs also play roles in Prof. Gaurisankar Sa, Division of Molecular Medicine, Bose tumor immune evasion. Moreover, CD8+ Tregs shows synergistic immunosup- Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, pression with CD4+ Treg cells in tumor microenvironment. Several phenotypic Kolkata 700 054, India; markers have been described for peripherally induced CD8+ Treg cells, but Tel: +91-33-2569-3258; till now no universal phenotypic signature has yet established. FOXP3 is the Fax: +91-33-2355-3886, E-mail: [email protected] master regulator of Treg cells and its transcription is critically regulated by pro- © 2018 Sa G. This article is distributed under the terms of the moter region as well as three intronic conserved non-coding regions, viz; CNS Creative Commons Attribution 4.0 International License. 1, 2 and 3. In this review, we have described the transcriptional networking associated with the regulation of FOXP3 in tumor-CD8+ Treg cells along with Keywords: CD4+ nTreg and iTreg cells. -
Nanog-Like Regulates Endoderm Formation Through the Mxtx2-Nodal Pathway
Nanog-like Regulates Endoderm Formation through the Mxtx2-Nodal Pathway The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation Xu, Cong, Zi Peng Fan, Patrick Muller, Rachel Fogley, Anthony DiBiase, Eirini Trompouki, Juli Unternaehrer, et al. “Nanog-Like Regulates Endoderm Formation through the Mxtx2-Nodal Pathway.” Developmental Cell 22, no. 3 (March 2012): 625–638. © 2012 Elsevier Inc. As Published http://dx.doi.org/10.1016/j.devcel.2012.01.003 Publisher Elsevier Version Final published version Citable link http://hdl.handle.net/1721.1/91520 Terms of Use Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. Developmental Cell Article Nanog-like Regulates Endoderm Formation through the Mxtx2-Nodal Pathway Cong Xu,1,2 Zi Peng Fan,3 Patrick Mu¨ller,4 Rachel Fogley,1 Anthony DiBiase,1,2 Eirini Trompouki,1,2 Juli Unternaehrer,1,2 Fengzhu Xiong,5 Ingrid Torregroza,6 Todd Evans,6 Sean G. Megason,5 George Q. Daley,1,2 Alexander F. Schier,4 Richard A. Young,3 and Leonard I. Zon1,2,* 1Howard Hughes Medical Institute 2Division of Hematology/Oncology Children’s Hospital Boston and Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115, USA 3Whitehead Institute and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA 4Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA 02138, USA 5Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA 6Department of Surgery, Weill Cornell Medical College of Cornell University, New York, NY 10065, USA *Correspondence: [email protected] DOI 10.1016/j.devcel.2012.01.003 SUMMARY required for acquisition of the pluripotent ground state in both embryonic development and somatic cell reprogramming (Silva In mammalian embryonic stem cells, the acquisition et al., 2009). -
Ancestral Gene Synteny Reconstruction Improves Extant Species
bioRxiv preprint doi: https://doi.org/10.1101/023085; this version posted July 23, 2015. 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 4.0 International license. Anselmetti et al. RESEARCH Ancestral gene synteny reconstruction improves extant species scaffolding Yoann Anselmetti1,3, Vincent Berry2, Cedric Chauve5, Annie Chateau2, Eric Tannier3,4 and S`everine B´erard1,2* *Correspondence: [email protected] Abstract 1Institut des Sciences de l'Evolution´ de Montpellier We exploit the methodological similarity between ancestral genome (ISE-M), Place Eug`eneBataillon, reconstruction and extant genome scaffolding. We present a method, called Montpellier, 34095, France ARt-DeCo that constructs neighborhood relationships between genes or Full list of author information is available at the end of the article contigs, in both ancestral and extant genomes, in a phylogenetic context. It is able to handle dozens of complete genomes, including genes with complex histories, by using gene phylogenies reconciled with a species tree, that is, annotated with speciation, duplication and loss events. Reconstructed ancestral or extant synteny comes with a support computed from an exhaustive exploration of the solution space. We compare our method with a previously published one that follows the same goal on a small number of genomes with universal unicopy genes. Then we test it on the whole Ensembl database, by proposing partial ancestral genome structures, as well as a more complete scaffolding for many partially assembled genomes on 69 eukaryote species. -
POU2F3 Is a Master Regulator of a Tuft Cell-Like Variant of Small Cell Lung Cancer
Downloaded from genesdev.cshlp.org on October 9, 2021 - Published by Cold Spring Harbor Laboratory Press POU2F3 is a master regulator of a tuft cell-like variant of small cell lung cancer Yu-Han Huang,1 Olaf Klingbeil,1 Xue-Yan He,1 Xiaoli S. Wu,1,2 Gayatri Arun,1 Bin Lu,1 Tim D.D. Somerville,1 Joseph P. Milazzo,1 John E. Wilkinson,3 Osama E. Demerdash,1 David L. Spector,1 Mikala Egeblad,1 Junwei Shi,4 and Christopher R. Vakoc1 1Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724, USA; 2Genetics Program, Stony Brook University, Stony Brook, New York 11794, USA; 3Department of Pathology, University of Michigan School of Medicine, Ann Arbor, Michigan 48109, USA; 4Department of Cancer Biology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA Small cell lung cancer (SCLC) is widely considered to be a tumor of pulmonary neuroendocrine cells; however, a variant form of this disease has been described that lacks neuroendocrine features. Here, we applied domain-focused CRISPR screening to human cancer cell lines to identify the transcription factor (TF) POU2F3 (POU class 2 homeobox 3; also known as SKN-1a/OCT-11) as a powerful dependency in a subset of SCLC lines. An analysis of human SCLC specimens revealed that POU2F3 is expressed exclusively in variant SCLC tumors that lack expres- sion of neuroendocrine markers and instead express markers of a chemosensory lineage known as tuft cells. Using chromatin- and RNA-profiling experiments, we provide evidence that POU2F3 is a master regulator of tuft cell identity in a variant form of SCLC. -
CREG1: Its Role As a Master Regulator of Liver Function Iffat Jahan Eastern Illinois University
Eastern Illinois University The Keep Masters Theses Student Theses & Publications 2019 CREG1: Its Role as a Master Regulator of Liver Function Iffat Jahan Eastern Illinois University Recommended Citation Jahan, Iffat, "CREG1: Its Role as a Master Regulator of Liver Function" (2019). Masters Theses. 4477. https://thekeep.eiu.edu/theses/4477 This Dissertation/Thesis is brought to you for free and open access by the Student Theses & Publications at The Keep. It has been accepted for inclusion in Masters Theses by an authorized administrator of The Keep. For more information, please contact [email protected]. TheGraduate School� E>srf.RN111 1�11\USl\ 'F.R.S1n· Thesis Maintenance and Reproduction Certificate FOR: Graduate Candidates Completing Theses in Partial Fulfillment of the Degree Graduate Faculty Advisors Directing the Theses RE: Preservation, Reproduction, and Distribution of Thesis Research Preserving, reproducing, and distributing thesis research is an important part of Booth Library's responsibility to provide access to scholarship. In order to further this goal, Booth Library makes all graduate theses completed as part of a degree program at Eastern Illinois University available for personal study, research, and other not-for profit educational purposes. Under 17 U.S.C. § 108, the library may reproduce and distribute a copy without infringing on copyright; however, professional courtesy dictates that permission be requested from the author before doing so. Your signatures affirm the following: • The graduate candidate is the author of this thesis. •The graduate candidate retains the copyright and intellectual property rights associated with the original research, creative activity, and intellectual or artistic content of the thesis. -
Master Regulator Analysis of Paragangliomas Carrying Sdhx, VHL,Or MAML3 Genetic Alterations John A
Smestad and Maher BMC Cancer (2019) 19:619 https://doi.org/10.1186/s12885-019-5813-z RESEARCHARTICLE Open Access Master regulator analysis of paragangliomas carrying SDHx, VHL,or MAML3 genetic alterations John A. Smestad1,2 and L. James Maher III2* Abstract Background: Succinate dehydrogenase (SDH) loss and mastermind-like 3 (MAML3) translocation are two clinically important genetic alterations that correlate with increased rates of metastasis in subtypes of human paraganglioma and pheochromocytoma (PPGL) neuroendocrine tumors. Although hypotheses propose that succinate accumulation after SDH loss poisons dioxygenases and activates pseudohypoxia and epigenomic hypermethylation, it remains unclear whether these mechanisms account for oncogenic transcriptional patterns. Additionally, MAML3 translocation has recently been identified as a genetic alteration in PPGL, but is poorly understood. We hypothesize that a key to understanding tumorigenesis driven by these genetic alterations is identification of the transcription factors responsible for the observed oncogenic transcriptional changes. Methods: We leverage publicly-available human tumor gene expression profiling experiments (N = 179) to reconstruct a PPGL tumor-specific transcriptional network. We subsequently use the inferred transcriptional network to perform master regulator analyses nominating transcription factors predicted to control oncogenic transcription in specific PPGL molecular subtypes. Results are validated by analysis of an independent collection of PPGL tumor specimens (N = 188). We then perform a similar master regulator analysis in SDH-loss mouse embryonic fibroblasts (MEFs) to infer aspects of SDH loss master regulator response conserved across species and tissue types. Results: A small number of master regulator transcription factors are predicted to drive the observed subtype- specific gene expression patterns in SDH loss and MAML3 translocation-positive PPGL.