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Analysis of Trans Esnps Infers Regulatory Network Architecture
Analysis of trans eSNPs infers regulatory network architecture Anat Kreimer Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Graduate School of Arts and Sciences COLUMBIA UNIVERSITY 2014 © 2014 Anat Kreimer All rights reserved ABSTRACT Analysis of trans eSNPs infers regulatory network architecture Anat Kreimer eSNPs are genetic variants associated with transcript expression levels. The characteristics of such variants highlight their importance and present a unique opportunity for studying gene regulation. eSNPs affect most genes and their cell type specificity can shed light on different processes that are activated in each cell. They can identify functional variants by connecting SNPs that are implicated in disease to a molecular mechanism. Examining eSNPs that are associated with distal genes can provide insights regarding the inference of regulatory networks but also presents challenges due to the high statistical burden of multiple testing. Such association studies allow: simultaneous investigation of many gene expression phenotypes without assuming any prior knowledge and identification of unknown regulators of gene expression while uncovering directionality. This thesis will focus on such distal eSNPs to map regulatory interactions between different loci and expose the architecture of the regulatory network defined by such interactions. We develop novel computational approaches and apply them to genetics-genomics data in human. We go beyond pairwise interactions to define network motifs, including regulatory modules and bi-fan structures, showing them to be prevalent in real data and exposing distinct attributes of such arrangements. We project eSNP associations onto a protein-protein interaction network to expose topological properties of eSNPs and their targets and highlight different modes of distal regulation. -
The Conserved DNMT1-Dependent Methylation Regions in Human Cells
Freeman et al. Epigenetics & Chromatin (2020) 13:17 https://doi.org/10.1186/s13072-020-00338-8 Epigenetics & Chromatin RESEARCH Open Access The conserved DNMT1-dependent methylation regions in human cells are vulnerable to neurotoxicant rotenone exposure Dana M. Freeman1 , Dan Lou1, Yanqiang Li1, Suzanne N. Martos1 and Zhibin Wang1,2,3* Abstract Background: Allele-specifc DNA methylation (ASM) describes genomic loci that maintain CpG methylation at only one inherited allele rather than having coordinated methylation across both alleles. The most prominent of these regions are germline ASMs (gASMs) that control the expression of imprinted genes in a parent of origin-dependent manner and are associated with disease. However, our recent report reveals numerous ASMs at non-imprinted genes. These non-germline ASMs are dependent on DNA methyltransferase 1 (DNMT1) and strikingly show the feature of random, switchable monoallelic methylation patterns in the mouse genome. The signifcance of these ASMs to human health has not been explored. Due to their shared allelicity with gASMs, herein, we propose that non-tradi- tional ASMs are sensitive to exposures in association with human disease. Results: We frst explore their conservancy in the human genome. Our data show that our putative non-germline ASMs were in conserved regions of the human genome and located adjacent to genes vital for neuronal develop- ment and maturation. We next tested the hypothesized vulnerability of these regions by exposing human embryonic kidney cell HEK293 with the neurotoxicant rotenone for 24 h. Indeed,14 genes adjacent to our identifed regions were diferentially expressed from RNA-sequencing. We analyzed the base-resolution methylation patterns of the predicted non-germline ASMs at two neurological genes, HCN2 and NEFM, with potential to increase the risk of neurodegenera- tion. -
A Set of Regulatory Genes Co-Expressed in Embryonic Human Brain Is Implicated in Disrupted Speech Development
Molecular Psychiatry https://doi.org/10.1038/s41380-018-0020-x ARTICLE A set of regulatory genes co-expressed in embryonic human brain is implicated in disrupted speech development 1 1 1 2 3 Else Eising ● Amaia Carrion-Castillo ● Arianna Vino ● Edythe A. Strand ● Kathy J. Jakielski ● 4,5 6 7 8 9 Thomas S. Scerri ● Michael S. Hildebrand ● Richard Webster ● Alan Ma ● Bernard Mazoyer ● 1,10 4,5 6,11 6,12 13 Clyde Francks ● Melanie Bahlo ● Ingrid E. Scheffer ● Angela T. Morgan ● Lawrence D. Shriberg ● Simon E. Fisher 1,10 Received: 22 September 2017 / Revised: 3 December 2017 / Accepted: 2 January 2018 © The Author(s) 2018. This article is published with open access Abstract Genetic investigations of people with impaired development of spoken language provide windows into key aspects of human biology. Over 15 years after FOXP2 was identified, most speech and language impairments remain unexplained at the molecular level. We sequenced whole genomes of nineteen unrelated individuals diagnosed with childhood apraxia of speech, a rare disorder enriched for causative mutations of large effect. Where DNA was available from unaffected parents, CHD3 SETD1A WDR5 fi 1234567890();,: we discovered de novo mutations, implicating genes, including , and . In other probands, we identi ed novel loss-of-function variants affecting KAT6A, SETBP1, ZFHX4, TNRC6B and MKL2, regulatory genes with links to neurodevelopment. Several of the new candidates interact with each other or with known speech-related genes. Moreover, they show significant clustering within a single co-expression module of genes highly expressed during early human brain development. This study highlights gene regulatory pathways in the developing brain that may contribute to acquisition of proficient speech. -
Improved Detection of Gene Fusions by Applying Statistical Methods Reveals New Oncogenic RNA Cancer Drivers
bioRxiv preprint doi: https://doi.org/10.1101/659078; this version posted June 3, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. Improved detection of gene fusions by applying statistical methods reveals new oncogenic RNA cancer drivers Roozbeh Dehghannasiri1, Donald Eric Freeman1,2, Milos Jordanski3, Gillian L. Hsieh1, Ana Damljanovic4, Erik Lehnert4, Julia Salzman1,2,5* Author affiliation 1Department of Biochemistry, Stanford University, Stanford, CA 94305 2Department of Biomedical Data Science, Stanford University, Stanford, CA 94305 3Department of Computer Science, University of Belgrade, Belgrade, Serbia 4Seven Bridges Genomics, Cambridge, MA 02142 5Stanford Cancer Institute, Stanford, CA 94305 *Corresponding author [email protected] Short Abstract: The extent to which gene fusions function as drivers of cancer remains a critical open question. Current algorithms do not sufficiently identify false-positive fusions arising during library preparation, sequencing, and alignment. Here, we introduce a new algorithm, DEEPEST, that uses statistical modeling to minimize false-positives while increasing the sensitivity of fusion detection. In 9,946 tumor RNA-sequencing datasets from The Cancer Genome Atlas (TCGA) across 33 tumor types, DEEPEST identifies 31,007 fusions, 30% more than identified by other methods, while calling ten-fold fewer false-positive fusions in non-transformed human tissues. We leverage the increased precision of DEEPEST to discover new cancer biology. For example, 888 new candidate oncogenes are identified based on over-representation in DEEPEST-Fusion calls, and 1,078 previously unreported fusions involving long intergenic noncoding RNAs partners, demonstrating a previously unappreciated prevalence and potential for function. -
The TRANSPARENT TESTA12 Gene of Arabidopsis Encodes a Multidrug
The Plant Cell, Vol. 13, 853–871, April 2001, www.plantcell.org © 2001 American Society of Plant Physiologists The TRANSPARENT TESTA12 Gene of Arabidopsis Encodes a Multidrug Secondary Transporter-like Protein Required for Flavonoid Sequestration in Vacuoles of the Seed Coat Endothelium Isabelle Debeaujon,1 Anton J. M. Peeters,2 Karen M. Léon-Kloosterziel,3 and Maarten Koornneef4 Laboratory of Genetics, Graduate School of Experimental Plant Sciences, Wageningen University, Dreijenlaan 2, 6703 HA Wageningen, The Netherlands Phenolic compounds that are present in the testa interfere with the physiology of seed dormancy and germination. We isolated a recessive Arabidopsis mutant with pale brown seeds, transparent testa12 (tt12), from a reduced seed dor- mancy screen. Microscopic analysis of tt12 developing and mature testas revealed a strong reduction of proanthocya- nidin deposition in vacuoles of endothelial cells. Double mutants with tt12 and other testa pigmentation mutants were constructed, and their phenotypes confirmed that tt12 was affected at the level of the flavonoid biosynthetic pathway. The TT12 gene was cloned and found to encode a protein with similarity to prokaryotic and eukaryotic secondary transporters with 12 transmembrane segments, belonging to the MATE (multidrug and toxic compound extrusion) fam- ily. TT12 is expressed specifically in ovules and developing seeds. In situ hybridization localized its transcript in the en- dothelium layer, as expected from the effect of the tt12 mutation on testa flavonoid pigmentation. The phenotype of the mutant and the nature of the gene suggest that TT12 may control the vacuolar sequestration of flavonoids in the seed coat endothelium. INTRODUCTION Flavonoids represent a highly diverse group of plant aro- al., 1999). -
12P Deletion Spectrum Syndrome: a New Case Report Reinforces The
Leyser et al. Molecular Cytogenetics (2016) 9:75 DOI 10.1186/s13039-016-0278-0 CASE REPORT Open Access 12p deletion spectrum syndrome: a new case report reinforces the evidence regarding the potential relationship to autism spectrum disorder and related developmental impairments Marcio Leyser1*, Bruno Leonardo Dias1, Ana Luiza Coelho1, Marcio Vasconcelos2 and Osvaldo J. M. Nascimento2 Abstract Background: Autism Spectrum Disorders (ASD) now encompass a broad heterogeneous group of people who present in the early developmental years with a wide range of social and communication deficits, which are typically also associated with complex repetitive behaviors and circumscribed interests. The target goal is to heighten readers’ perception into the trend to personalize the distinct autistic and related developmental conditions encompassing the 12p region. Case Presentation: This is a case-report of a 4-year-old male who presented the core signs of ASD, which were thought to be related to a rare 12p13.2 deletion. We further reviewed the literature in order to outline the related developmental conditions in the 12p region. Aside from this patient reported here, we found an additional number of 43 cases described in the medical literature since 1974, that have been related to deletions in the 12p region. However, to the best of our knowledge, none of the previous had been specifically linked to the 12p13.2 band. Conclusions: The 12p deletion spectrum is rarely described as part of the selective genotypes thought to be related to ASD. Even inside of a small piece of the puzzle, there might be ample variation in the behavioral and clinical phenotypes of children and adults presenting with this particular genetic profile. -
Arabidopsis ALF5, a Multidrug Efflux Transporter Gene Family Member, Confers Resistance to Toxins
The Plant Cell, Vol. 13, 1625–1637, July 2001, www.plantcell.org © 2001 American Society of Plant Biologists Arabidopsis ALF5, a Multidrug Efflux Transporter Gene Family Member, Confers Resistance to Toxins Andrew C. Diener,1 Roberto A. Gaxiola,2 and Gerald R. Fink3 Whitehead Institute for Biomedical Research and Massachusetts Institute of Technology, Department of Biology, Cambridge, Massachusetts 02142-1479 The Arabidopsis genome contains many gene families that are not found in the animal kingdom. One of these is the multidrug and toxic compound extrusion (MATE) family, which has homology with bacterial efflux transporters. Arabi- dopsis has at least 54 members of this family, which often are found in tandem repeats. Analysis of ALF5, one member of this Arabidopsis family, suggests that its function is required for protection of the roots from inhibitory compounds. Loss of ALF5 function results in the sensitivity of the root to a number of compounds, including a contaminant of com- mercial agar. Moreover, expression of the Arabidopsis ALF5 cDNA in yeast confers resistance to tetramethylammo- nium. These phenotypes are consistent with a role for ALF5 as an efflux transporter. Both transcriptional and translational fusions of ALF5 to the -glucuronidase reporter gene show that ALF5 is expressed strongly in the root epidermis, a tissue in direct contact with the external environment. The distinct requirement for ALF5 function is re- markable because of the large number of MATE gene family members in Arabidopsis, one of which is adjacent to ALF5 and 83% identical to ALF5 at the amino acid level. INTRODUCTION Plants grow in varied environments in which their roots are gated compounds, was identified on the basis of homology exposed to toxic or inhibitory chemical substances (Wink, with the ATPase-driven efflux pumps responsible for glu- 1997). -
Complex-Based Analysis of Dysregulated Cellular Processes In
Complex-based analysis of dysregulated cellular processes in cancer Sriganesh Srihari∗1, Piyush B. Madhamshettiwar1, Sarah Song1, Chao Liu1, Peter T. Simpson2, Kum Kum Khanna3, and Mark A. Ragan∗1 1Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Queensland 4072, Australia. 2The University of Queensland Centre for Clinical Research, Brisbane, Queensland 4006, Australia. 3QIMR-Berghofer Institute of Medical Research, Brisbane, Queensland 4006, Australia. Email: SS1∗– [email protected]; PBM – [email protected]; SS2 – [email protected]; CL – [email protected]; PTS – [email protected]; KKK – [email protected]; MAR∗– [email protected]; ∗Corresponding author Abstract Background: Differential expression analysis of (individual) genes is often used to study their roles in diseases. However, diseases such as cancer are a result of the combined effect of multiple genes. Gene products such as proteins seldom act in isolation, but instead constitute stable multi-protein complexes performing dedicated functions. Therefore, complexes aggregate the effect of individual genes (proteins) and can be used to gain a better understanding of cancer mechanisms. Here, we observe that complexes show considerable changes in their expression, in turn directed by the concerted action of transcription factors (TFs), across cancer conditions. arXiv:1408.1177v1 [q-bio.MN] 6 Aug 2014 We seek to gain novel insights into cancer mechanisms through a systematic analysis of complexes and their transcriptional regulation. Results: We integrated large-scale protein-interaction (PPI) and gene-expression datasets to identify complexes that exhibit significant changes in their expression across different conditions in cancer. -
CLASP2 Antibody (C-Term) Affinity Purified Rabbit Polyclonal Antibody (Pab) Catalog # Ap7181b
10320 Camino Santa Fe, Suite G San Diego, CA 92121 Tel: 858.875.1900 Fax: 858.622.0609 CLASP2 Antibody (C-term) Affinity Purified Rabbit Polyclonal Antibody (Pab) Catalog # AP7181b Specification CLASP2 Antibody (C-term) - Product Information Application WB, IHC-P,E Primary Accession O75122 Other Accession NP_055912 Reactivity Human Host Rabbit Clonality Polyclonal Isotype Rabbit Ig Calculated MW 141064 Antigen Region 946-975 CLASP2 Antibody (C-term) - Additional Information Gene ID 23122 Western blot analysis of anti-CLASP2 Other Names Antibody (C-term) (Cat. #AP7181b) in mouse CLIP-associating protein 2, Cytoplasmic kidney tissue lysates (35ug/lane). linker-associated protein 2, Protein Orbit CLASP2(arrow) was detected using the homolog 2, hOrbit2, CLASP2, KIAA0627 purified Pab. Target/Specificity This CLASP2 antibody is generated from rabbits immunized with a KLH conjugated synthetic peptide between 946-975 amino acids from the C-terminal region of human CLASP2. Dilution WB~~1:1000 IHC-P~~1:50~100 Format Purified polyclonal antibody supplied in PBS with 0.09% (W/V) sodium azide. This Formalin-fixed and paraffin-embedded antibody is purified through a protein A human Hepatocellular carcinoma reacted column, followed by peptide affinity with anti-CLASP2 Antibody (C-term), which purification. was peroxidase-conjugated to the secondary antibody, followed by DAB staining. This data Storage demonstrates the use of this antibody for Maintain refrigerated at 2-8°C for up to 2 immunohistochemistry; clinical relevance has weeks. For long term storage store at -20°C not been evaluated. in small aliquots to prevent freeze-thaw cycles. CLASP2 Antibody (C-term) - Background Precautions Page 1/3 10320 Camino Santa Fe, Suite G San Diego, CA 92121 Tel: 858.875.1900 Fax: 858.622.0609 CLASP2 Antibody (C-term) is for research Microtubule plus-end tracking protein that use only and not for use in diagnostic or promotes the stabilization of dynamic therapeutic procedures. -
The ERC1 Scaffold Protein Implicated in Cell Motility Drives the Assembly of a Liquid Phase
www.nature.com/scientificreports OPEN The ERC1 scafold protein implicated in cell motility drives the assembly of a liquid phase Received: 13 March 2019 Kristyna Sala1, Agnese Corbetta1, Claudia Minici 2, Diletta Tonoli1, David H. Murray3, Accepted: 7 August 2019 Eugenia Cammarota4,5, Lucrezia Ribolla1, Martina Ramella1, Riccardo Fesce6, Published: xx xx xxxx Davide Mazza4,5, Massimo Degano 2 & Ivan de Curtis1 Several cellular processes depend on networks of proteins assembled at specifc sites near the plasma membrane. Scafold proteins assemble these networks by recruiting relevant molecules. The scafold protein ERC1/ELKS and its partners promote cell migration and invasion, and assemble into dynamic networks at the protruding edge of cells. Here by electron microscopy and single molecule analysis we identify ERC1 as an extended fexible dimer. We found that ERC1 scafolds form cytoplasmic condensates with a behavior that is consistent with liquid phases that are modulated by a predicted disordered region of ERC1. These condensates specifcally host partners of a network relevant to cell motility, including liprin-α1, which was unnecessary for the formation of condensates, but infuenced their dynamic behavior. Phase separation at specifc sites of the cell periphery may represent an elegant mechanism to control the assembly and turnover of dynamic scafolds needed for the spatial localization and processing of molecules. Migration through extracellular matrices requires protrusion at the cell front that is mediated by integrin adhe- sions1. Te ERC/ELKS scafold proteins and their partners liprin-α and LL52,3 are regulators of a number of important cellular processes including cell migration and invasion4,5, the assembly of presynaptic active zones6 and cortical platforms linked to microtubules7,8. -
Kinase Fusions Are Frequent in Spitz Tumours and Spitzoid Melanomas
ARTICLE Received 25 Sep 2013 | Accepted 15 Dec 2013 | Published 20 Jan 2014 DOI: 10.1038/ncomms4116 Kinase fusions are frequent in Spitz tumours and spitzoid melanomas Thomas Wiesner1,2,*, Jie He3,*, Roman Yelensky3,*, Rosaura Esteve-Puig4, Thomas Botton4,IweiYeh4, Doron Lipson3, Geoff Otto3, Kristina Brennan3, Rajmohan Murali5,6, Maria Garrido4, Vincent A. Miller3, Jeffrey S. Ross3, Michael F. Berger1, Alyssa Sparatta4, Gabriele Palmedo7, Lorenzo Cerroni2, Klaus J. Busam5, Heinz Kutzner7, Maureen T. Cronin3, Philip J. Stephens3 & Boris C. Bastian1,4,5 Spitzoid neoplasms are a group of melanocytic tumours with distinctive histopathological features. They include benign tumours (Spitz naevi), malignant tumours (spitzoid melano- mas) and tumours with borderline histopathological features and uncertain clinical outcome (atypical Spitz tumours). Their genetic underpinnings are poorly understood, and alterations in common melanoma-associated oncogenes are typically absent. Here we show that spitzoid neoplasms harbour kinase fusions of ROS1 (17%), NTRK1 (16%), ALK (10%), BRAF (5%) and RET (3%) in a mutually exclusive pattern. The chimeric proteins are constitutively active, stimulate oncogenic signalling pathways, are tumourigenic and are found in the entire biologic spectrum of spitzoid neoplasms, including 55% of Spitz naevi, 56% of atypical Spitz tumours and 39% of spitzoid melanomas. Kinase inhibitors suppress the oncogenic signalling of the fusion proteins in vitro. In summary, kinase fusions account for the majority of oncogenic aberrations in spitzoid neoplasms and may serve as therapeutic targets for metastatic spitzoid melanomas. 1 Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, 415 E 68th Street, New York, New York 10065, USA. 2 Department of Dermatology and Venereology, Medical University of Graz, Auenbruggerplatz 8, 8036 Graz, Austria. -
An Integrative Genomic Analysis of the Longshanks Selection Experiment for Longer Limbs in Mice
bioRxiv preprint doi: https://doi.org/10.1101/378711; this version posted August 19, 2018. 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-ND 4.0 International license. 1 Title: 2 An integrative genomic analysis of the Longshanks selection experiment for longer limbs in mice 3 Short Title: 4 Genomic response to selection for longer limbs 5 One-sentence summary: 6 Genome sequencing of mice selected for longer limbs reveals that rapid selection response is 7 due to both discrete loci and polygenic adaptation 8 Authors: 9 João P. L. Castro 1,*, Michelle N. Yancoskie 1,*, Marta Marchini 2, Stefanie Belohlavy 3, Marek 10 Kučka 1, William H. Beluch 1, Ronald Naumann 4, Isabella Skuplik 2, John Cobb 2, Nick H. 11 Barton 3, Campbell Rolian2,†, Yingguang Frank Chan 1,† 12 Affiliations: 13 1. Friedrich Miescher Laboratory of the Max Planck Society, Tübingen, Germany 14 2. University of Calgary, Calgary AB, Canada 15 3. IST Austria, Klosterneuburg, Austria 16 4. Max Planck Institute for Cell Biology and Genetics, Dresden, Germany 17 Corresponding author: 18 Campbell Rolian 19 Yingguang Frank Chan 20 * indicates equal contribution 21 † indicates equal contribution 22 Abstract: 23 Evolutionary studies are often limited by missing data that are critical to understanding the 24 history of selection. Selection experiments, which reproduce rapid evolution under controlled 25 conditions, are excellent tools to study how genomes evolve under strong selection. Here we 1 bioRxiv preprint doi: https://doi.org/10.1101/378711; this version posted August 19, 2018.