1
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Durfee C, Temiz NA, Levin-Klein R, Argyris PP, Alsøe L, Carracedo S, Alonso de la Vega A, Proehl J, Holzhauer AM, Seeman ZJ, Liu X, Lin YHT, Vogel RI, Sotillo R, Nilsen H, Harris RS. Human APOBEC3B promotes tumor development in vivo including signature mutations and metastases. Cell Rep Med 2023; 4:101211. [PMID: 37797615 PMCID: PMC10591044 DOI: 10.1016/j.xcrm.2023.101211] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/14/2023] [Accepted: 09/06/2023] [Indexed: 10/07/2023]
Abstract
The antiviral DNA cytosine deaminase APOBEC3B has been implicated as a source of mutation in many cancers. However, despite years of work, a causal relationship has yet to be established in vivo. Here, we report a murine model that expresses tumor-like levels of human APOBEC3B. Animals expressing full-body APOBEC3B appear to develop normally. However, adult males manifest infertility, and older animals of both sexes show accelerated rates of carcinogenesis, visual and molecular tumor heterogeneity, and metastasis. Both primary and metastatic tumors exhibit increased frequencies of C-to-T mutations in TC dinucleotide motifs consistent with the established biochemical activity of APOBEC3B. Enrichment for APOBEC3B-attributable single base substitution mutations also associates with elevated levels of insertion-deletion mutations and structural variations. APOBEC3B catalytic activity is required for all of these phenotypes. Together, these studies provide a cause-and-effect demonstration that human APOBEC3B is capable of driving both tumor initiation and evolution in vivo.
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Affiliation(s)
- Cameron Durfee
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Nuri Alpay Temiz
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455, USA; Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Rena Levin-Klein
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Prokopios P Argyris
- Division of Oral and Maxillofacial Pathology, College of Dentistry, Ohio State University, Columbus, OH 43210, USA
| | - Lene Alsøe
- Department of Microbiology, Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway; Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Sergio Carracedo
- Department of Microbiology, Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway
| | - Alicia Alonso de la Vega
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Translational Lung Research Center Heidelberg (TRLC), German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Joshua Proehl
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Anna M Holzhauer
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Zachary J Seeman
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Xingyu Liu
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Yu-Hsiu T Lin
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Rachel I Vogel
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA; Department of Obstetrics, Gynecology, and Women's Health, University of Minnesota, Minneapolis, MN 55455, USA
| | - Rocio Sotillo
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Translational Lung Research Center Heidelberg (TRLC), German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Hilde Nilsen
- Department of Microbiology, Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway; Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA; Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
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2
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Kalyanasundaram S, Lefol Y, Gundersen S, Rognes T, Alsøe L, Nilsen HL, Hovig E, Sandve GK, Domanska D. hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks. PLoS One 2023; 18:e0286330. [PMID: 37467208 DOI: 10.1371/journal.pone.0286330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 05/15/2023] [Indexed: 07/21/2023] Open
Abstract
Many high-throughput sequencing datasets can be represented as objects with coordinates along a reference genome. Currently, biological investigations often involve a large number of such datasets, for example representing different cell types or epigenetic factors. Drawing overall conclusions from a large collection of results for individual datasets may be challenging and time-consuming. Meaningful interpretation often requires the results to be aggregated according to metadata that represents biological characteristics of interest. In this light, we here propose the hierarchical Genomic Suite HyperBrowser (hGSuite), an open-source extension to the GSuite HyperBrowser platform, which aims to provide a means for extracting key results from an aggregated collection of high-throughput DNA sequencing data. The hGSuite utilizes a metadata-informed data cube to calculate various statistics across the multiple dimensions of the datasets. With this work, we show that the hGSuite and its associated data cube methodology offers a quick and accessible way for exploratory analysis of large genomic datasets. The web-based toolkit named hGsuite Hyperbrowser is available at https://hyperbrowser.uio.no/hgsuite under a GPLv3 license.
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Affiliation(s)
- Sumana Kalyanasundaram
- Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Biomedical Informatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Yohan Lefol
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Microbiology, University Hospital, Oslo, Norway
| | - Sveinung Gundersen
- Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
- Biomedical Informatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Torbjørn Rognes
- Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
- Department of Microbiology, University Hospital, Oslo, Norway
- Biomedical Informatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Lene Alsøe
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Microbiology, University Hospital, Oslo, Norway
| | - Hilde Loge Nilsen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Microbiology, University Hospital, Oslo, Norway
| | - Eivind Hovig
- Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Biomedical Informatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Geir Kjetil Sandve
- Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
- Biomedical Informatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Diana Domanska
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Pathology, University Hospital, Oslo, Norway
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Lefol Y, Korfage T, Mjelle R, Prebensen C, Lüders T, Müller B, Krokan H, Sarno A, Alsøe L, Berdal JE, Sætrom P, Nilsen H, Domanska D. TiSA: TimeSeriesAnalysis-a pipeline for the analysis of longitudinal transcriptomics data. NAR Genom Bioinform 2023; 5:lqad020. [PMID: 36879899 PMCID: PMC9985321 DOI: 10.1093/nargab/lqad020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 01/12/2023] [Accepted: 02/24/2023] [Indexed: 03/07/2023] Open
Abstract
Improved transcriptomic sequencing technologies now make it possible to perform longitudinal experiments, thus generating a large amount of data. Currently, there are no dedicated or comprehensive methods for the analysis of these experiments. In this article, we describe our TimeSeries Analysis pipeline (TiSA) which combines differential gene expression, clustering based on recursive thresholding, and a functional enrichment analysis. Differential gene expression is performed for both the temporal and conditional axes. Clustering is performed on the identified differentially expressed genes, with each cluster being evaluated using a functional enrichment analysis. We show that TiSA can be used to analyse longitudinal transcriptomic data from both microarrays and RNA-seq, as well as small, large, and/or datasets with missing data points. The tested datasets ranged in complexity, some originating from cell lines while another was from a longitudinal experiment of severity in COVID-19 patients. We have also included custom figures to aid with the biological interpretation of the data, these plots include Principal Component Analyses, Multi Dimensional Scaling plots, functional enrichment dotplots, trajectory plots, and complex heatmaps showing the broad overview of results. To date, TiSA is the first pipeline to provide an easy solution to the analysis of longitudinal transcriptomics experiments.
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Affiliation(s)
- Yohan Lefol
- Institute of Clinical Medicine, University of Oslo, PO Box 1171, Blindern 0318, Norway.,Department of Microbiology, University of Oslo, Rikshospitalet, Oslo 0424, Norway
| | - Tom Korfage
- Cytura Therapeutics BV, Kloosterstraat 9, Oss 5349AB, The Netherlands
| | - Robin Mjelle
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Erling Skjalgsons gate 1, Trondheim 7491, Norway
| | - Christian Prebensen
- Institute of Clinical Medicine, University of Oslo, PO Box 1171, Blindern 0318, Norway.,Department of Infectious Diseases, Oslo University Hospital, Oslo 0424, Norway
| | - Torben Lüders
- Institute of Clinical Medicine, University of Oslo, PO Box 1171, Blindern 0318, Norway.,Department of Clinical Molecular Biology, Akershus University Hotspital, Lørenskog 1478, Norway
| | - Bruno Müller
- Microsynth AG, Schützenstrasse 15, Balgach CH-9436, Switzerland
| | - Hans Krokan
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Erling Skjalgsons gate 1, Trondheim 7491, Norway
| | - Antonio Sarno
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Erling Skjalgsons gate 1, Trondheim 7491, Norway
| | - Lene Alsøe
- Institute of Clinical Medicine, University of Oslo, PO Box 1171, Blindern 0318, Norway.,Department of Microbiology, University of Oslo, Rikshospitalet, Oslo 0424, Norway
| | | | - Jan-Erik Berdal
- Institute of Clinical Medicine, University of Oslo, PO Box 1171, Blindern 0318, Norway.,Department of Infectious Diseases, Akershus University Hotspital, Lørenskog 1478, Norway
| | - Pål Sætrom
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Erling Skjalgsons gate 1, Trondheim 7491, Norway.,Department of Computer and Information Science, Norwegian University of Science and Technology, Sem Sælandsvei 9 Gløshaugen, Trondheim 7491, Norway.,Bioinformatics Core Facility-BioCore, Norwegian University of Science and Technology, Erling Skjalgsons gate 1, Trondheim 7491, Norway.,K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, Håkon Jarls gate 11, Trondheim 7491, Norway
| | - Hilde Nilsen
- Institute of Clinical Medicine, University of Oslo, PO Box 1171, Blindern 0318, Norway.,Department of Microbiology, University of Oslo, Rikshospitalet, Oslo 0424, Norway
| | - Diana Domanska
- Department of Microbiology, University of Oslo, Rikshospitalet, Oslo 0424, Norway.,Department of Pathology, Oslo University Hospital-Rikshospitalet, Sognsvannsveien 20, Oslo 0372, Norway
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4
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Durfee C, Temiz NA, Levin-Klein R, Argyris PP, Alsøe L, Carracedo S, de la Vega AA, Proehl J, Holzhauer AM, Seeman ZJ, Lin YHT, Vogel RI, Sotillo R, Nilsen H, Harris RS. Human APOBEC3B promotes tumor heterogeneity in vivo including signature mutations and metastases. bioRxiv 2023:2023.02.24.529970. [PMID: 36865194 PMCID: PMC9980288 DOI: 10.1101/2023.02.24.529970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
Abstract
The antiviral DNA cytosine deaminase APOBEC3B has been implicated as a source of mutation in many different cancers. Despite over 10 years of work, a causal relationship has yet to be established between APOBEC3B and any stage of carcinogenesis. Here we report a murine model that expresses tumor-like levels of human APOBEC3B after Cre-mediated recombination. Animals appear to develop normally with full-body expression of APOBEC3B. However, adult males manifest infertility and older animals of both sexes show accelerated rates of tumorigenesis (mostly lymphomas or hepatocellular carcinomas). Interestingly, primary tumors also show overt heterogeneity, and a subset spreads to secondary sites. Both primary and metastatic tumors exhibit increased frequencies of C-to-T mutations in TC dinucleotide motifs consistent with the established biochemical activity of APOBEC3B. Elevated levels of structural variation and insertion-deletion mutations also accumulate in these tumors. Together, these studies provide the first cause-and-effect demonstration that human APOBEC3B is an oncoprotein capable of causing a wide range of genetic changes and driving tumor formation in vivo .
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Affiliation(s)
- Cameron Durfee
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA, 78229
| | - Nuri Alpay Temiz
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA, 55455
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA, 55455
| | - Rena Levin-Klein
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA, 55455
| | - Prokopios P Argyris
- Division of Oral and Maxillofacial Pathology, College of Dentistry, Ohio State University, Columbus, Ohio, USA, 43210
| | - Lene Alsøe
- Department of Clinical Molecular Biology, University of Oslo, 0318, Oslo, Norway
- Department of Microbiology, Oslo University Hospital, N-0424 Oslo, Norway
| | - Sergio Carracedo
- Department of Clinical Molecular Biology, University of Oslo, 0318, Oslo, Norway
| | - Alicia Alonso de la Vega
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TRLC), German Center for Lung Research (DZL)
| | - Joshua Proehl
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA, 78229
| | - Anna M Holzhauer
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA, 55455
| | - Zachary J Seeman
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA, 55455
| | - Yu-Hsiu T Lin
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA, 78229
| | - Rachel I Vogel
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA, 55455
- Department of Obstetrics, Gynecology, and Women's Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Rocio Sotillo
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TRLC), German Center for Lung Research (DZL)
| | - Hilde Nilsen
- Department of Clinical Molecular Biology, University of Oslo, 0318, Oslo, Norway
- Department of Microbiology, Oslo University Hospital, N-0424 Oslo, Norway
| | - Reuben S Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA, 78229
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas, USA, 78229
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5
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Carracedo S, Lirussi L, Alsøe L, Segers F, Wang C, Bartosova Z, Bohov P, Tekin NB, Kong XY, Esbensen QY, Chen L, Wennerström A, Kroustallaki P, Ceolotto D, Tönjes A, Berge RK, Bruheim P, Wong G, Böttcher Y, Halvorsen B, Nilsen H. SMUG1 regulates fat homeostasis leading to a fatty liver phenotype in mice. DNA Repair (Amst) 2022; 120:103410. [DOI: 10.1016/j.dnarep.2022.103410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 08/08/2022] [Accepted: 10/01/2022] [Indexed: 11/25/2022]
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6
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Alexeeva M, Moen MN, Xu XM, Rasmussen A, Leiros I, Kirpekar F, Klungland A, Alsøe L, Nilsen H, Bjelland S. Intrinsic Strand-Incision Activity of Human UNG: Implications for Nick Generation in Immunoglobulin Gene Diversification. Front Immunol 2021; 12:762032. [PMID: 35003074 PMCID: PMC8730318 DOI: 10.3389/fimmu.2021.762032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 11/17/2021] [Indexed: 12/05/2022] Open
Abstract
Uracil arises in cellular DNA by cytosine (C) deamination and erroneous replicative incorporation of deoxyuridine monophosphate opposite adenine. The former generates C → thymine transition mutations if uracil is not removed by uracil-DNA glycosylase (UDG) and replaced by C by the base excision repair (BER) pathway. The primary human UDG is hUNG. During immunoglobulin gene diversification in activated B cells, targeted cytosine deamination by activation-induced cytidine deaminase followed by uracil excision by hUNG is important for class switch recombination (CSR) and somatic hypermutation by providing the substrate for DNA double-strand breaks and mutagenesis, respectively. However, considerable uncertainty remains regarding the mechanisms leading to DNA incision following uracil excision: based on the general BER scheme, apurinic/apyrimidinic (AP) endonuclease (APE1 and/or APE2) is believed to generate the strand break by incising the AP site generated by hUNG. We report here that hUNG may incise the DNA backbone subsequent to uracil excision resulting in a 3´-α,β-unsaturated aldehyde designated uracil-DNA incision product (UIP), and a 5´-phosphate. The formation of UIP accords with an elimination (E2) reaction where deprotonation of C2´ occurs via the formation of a C1´ enolate intermediate. UIP is removed from the 3´-end by hAPE1. This shows that the first two steps in uracil BER can be performed by hUNG, which might explain the significant residual CSR activity in cells deficient in APE1 and APE2.
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Affiliation(s)
- Marina Alexeeva
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
| | - Marivi Nabong Moen
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Xiang Ming Xu
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
| | - Anette Rasmussen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Ingar Leiros
- Department of Chemistry, University of Tromsø-The Arctic University of Norway, Tromsø, Norway
| | - Finn Kirpekar
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Arne Klungland
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Lene Alsøe
- Department of Clinical Molecular Biology, University of Oslo, Oslo, Norway
- Section of Clinical Molecular Biology, Akershus University Hospital, Lørenskog, Norway
| | - Hilde Nilsen
- Department of Clinical Molecular Biology, University of Oslo, Oslo, Norway
- Section of Clinical Molecular Biology, Akershus University Hospital, Lørenskog, Norway
- *Correspondence: Svein Bjelland, ; Hilde Nilsen,
| | - Svein Bjelland
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
- Section of Clinical Molecular Biology, Akershus University Hospital, Lørenskog, Norway
- *Correspondence: Svein Bjelland, ; Hilde Nilsen,
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7
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Kroustallaki P, Lirussi L, Carracedo S, You P, Esbensen QY, Götz A, Jobert L, Alsøe L, Sætrom P, Gagos S, Nilsen H. SMUG1 Promotes Telomere Maintenance through Telomerase RNA Processing. Cell Rep 2020; 28:1690-1702.e10. [PMID: 31412240 DOI: 10.1016/j.celrep.2019.07.040] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Revised: 05/28/2019] [Accepted: 07/14/2019] [Indexed: 12/13/2022] Open
Abstract
Telomerase biogenesis is a complex process where several steps remain poorly understood. Single-strand-selective uracil-DNA glycosylase (SMUG1) associates with the DKC1-containing H/ACA ribonucleoprotein complex, which is essential for telomerase biogenesis. Herein, we show that SMUG1 interacts with the telomeric RNA component (hTERC) and is required for co-transcriptional processing of the nascent transcript into mature hTERC. We demonstrate that SMUG1 regulates the presence of base modifications in hTERC, in a region between the CR4/CR5 domain and the H box. Increased levels of hTERC base modifications are accompanied by reduced DKC1 binding. Loss of SMUG1 leads to an imbalance between mature hTERC and its processing intermediates, leading to the accumulation of 3'-polyadenylated and 3'-extended intermediates that are degraded in an EXOSC10-independent RNA degradation pathway. Consequently, SMUG1-deprived cells exhibit telomerase deficiency, leading to impaired bone marrow proliferation in Smug1-knockout mice.
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Affiliation(s)
- Penelope Kroustallaki
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway
| | - Lisa Lirussi
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway
| | - Sergio Carracedo
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway
| | - Panpan You
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway
| | - Q Ying Esbensen
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway
| | - Alexandra Götz
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway
| | - Laure Jobert
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway
| | - Lene Alsøe
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway
| | - Pål Sætrom
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, NTNU, 7491 Trondheim, Norway; Department of Computer Science, Norwegian University of Science and Technology, NTNU, 7491 Trondheim, Norway; Bioinformatics Core Facility-BioCore, Norwegian University of Science and Technology, NTNU, 7491 Trondheim, Norway; K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, NTNU, 7491 Trondheim, Norway
| | - Sarantis Gagos
- Center of Clinical, Experimental Surgery & Translational Research, Biomedical Research Foundation, Academy of Athens, Athens, Greece
| | - Hilde Nilsen
- Department of Clinical Molecular Biology, University of Oslo, 0318 Oslo, Norway; Department of Clinical Molecular Biology (EpiGen), Akershus University Hospital, 1478 Lørenskog, Norway.
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8
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Holm KL, Syljuåsen RG, Hasvold G, Alsøe L, Nilsen H, Ivanauskiene K, Collas P, Shaposhnikov S, Collins A, Indrevær RL, Aukrust P, Fevang B, Blomhoff HK. TLR9 stimulation of B-cells induces transcription of p53 and prevents spontaneous and irradiation-induced cell death independent of DNA damage responses. Implications for Common variable immunodeficiency. PLoS One 2017; 12:e0185708. [PMID: 28973009 PMCID: PMC5626471 DOI: 10.1371/journal.pone.0185708] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 09/18/2017] [Indexed: 12/19/2022] Open
Abstract
In the present study, we address the important issue of whether B-cells protected from irradiation-induced cell death, may survive with elevated levels of DNA damage. If so, such cells would be at higher risk of gaining mutations and undergoing malignant transformation. We show that stimulation of B-cells with the TLR9 ligands CpG-oligodeoxynucleotides (CpG-ODN) prevents spontaneous and irradiation-induced death of normal peripheral blood B-cells, and of B-cells from patients diagnosed with Common variable immunodeficiency (CVID). The TLR9-mediated survival is enhanced by the vitamin A metabolite retinoic acid (RA). Importantly, neither stimulation of B-cells via TLR9 alone or with RA increases irradiation-induced DNA strand breaks and DNA damage responses such as activation of ATM and DNA-PKcs. We prove that elevated levels of γH2AX imposed by irradiation of stimulated B-cells is not due to induction of DNA double strand breaks, but merely reflects increased levels of total H2AX upon stimulation. Interestingly however, we unexpectedly find that TLR9 stimulation of B-cells induces low amounts of inactive p53, explained by transcriptional induction of TP53. Taken together, we show that enhanced survival of irradiated B-cells is not accompanied by elevated levels of DNA damage. Our results imply that TLR9-mediated activation of B-cells not only promotes cell survival, but may via p53 provide cells with a barrier against harmful consequences of enhanced activation and proliferation. As CVID-derived B-cells are more radiosensitive and prone to undergo apoptosis than normal B-cells, our data support treatment of CVID patients with CpG-ODN and RA.
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Affiliation(s)
- Kristine Lillebø Holm
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Randi Gussgard Syljuåsen
- Department of Radiation Biology, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, Oslo, Norway
| | - Grete Hasvold
- Department of Radiation Biology, Institute for Cancer Research, Oslo University Hospital, Radiumhospitalet, Oslo, Norway
| | - Lene Alsøe
- Department of Clinical Molecular Biology, University of Oslo and Akershus University Hospital, Lørenskog, Norway
| | - Hilde Nilsen
- Department of Clinical Molecular Biology, University of Oslo and Akershus University Hospital, Lørenskog, Norway
| | - Kristina Ivanauskiene
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Philippe Collas
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Sergey Shaposhnikov
- Comet Biotech AS, Norgenotech AS, Oslo, Norway
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Andrew Collins
- Comet Biotech AS, Norgenotech AS, Oslo, Norway
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Randi Larsen Indrevær
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Pål Aukrust
- Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Børre Fevang
- Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Heidi Kiil Blomhoff
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- * E-mail:
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Alsøe L, Sarno A, Carracedo S, Domanska D, Dingler F, Lirussi L, SenGupta T, Tekin NB, Jobert L, Alexandrov LB, Galashevskaya A, Rada C, Sandve GK, Rognes T, Krokan HE, Nilsen H. Uracil Accumulation and Mutagenesis Dominated by Cytosine Deamination in CpG Dinucleotides in Mice Lacking UNG and SMUG1. Sci Rep 2017; 7:7199. [PMID: 28775312 PMCID: PMC5543110 DOI: 10.1038/s41598-017-07314-5] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Accepted: 06/23/2017] [Indexed: 12/30/2022] Open
Abstract
Both a DNA lesion and an intermediate for antibody maturation, uracil is primarily processed by base excision repair (BER), either initiated by uracil-DNA glycosylase (UNG) or by single-strand selective monofunctional uracil DNA glycosylase (SMUG1). The relative in vivo contributions of each glycosylase remain elusive. To assess the impact of SMUG1 deficiency, we measured uracil and 5-hydroxymethyluracil, another SMUG1 substrate, in Smug1−/− mice. We found that 5-hydroxymethyluracil accumulated in Smug1−/− tissues and correlated with 5-hydroxymethylcytosine levels. The highest increase was found in brain, which contained about 26-fold higher genomic 5-hydroxymethyluracil levels than the wild type. Smug1−/− mice did not accumulate uracil in their genome and Ung−/− mice showed slightly elevated uracil levels. Contrastingly, Ung−/−Smug1−/− mice showed a synergistic increase in uracil levels with up to 25-fold higher uracil levels than wild type. Whole genome sequencing of UNG/SMUG1-deficient tumours revealed that combined UNG and SMUG1 deficiency leads to the accumulation of mutations, primarily C to T transitions within CpG sequences. This unexpected sequence bias suggests that CpG dinucleotides are intrinsically more mutation prone. In conclusion, we showed that SMUG1 efficiently prevent genomic uracil accumulation, even in the presence of UNG, and identified mutational signatures associated with combined UNG and SMUG1 deficiency.
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Affiliation(s)
- Lene Alsøe
- Department of Clinical Molecular Biology, Ahus Campus, University of Oslo, Oslo, Norway.,Akershus University Hospital, Lørenskog, Norway
| | - Antonio Sarno
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway.,The Liaison Committee for Education, Research and Innovation in Central Norway, Trondheim, Norway
| | - Sergio Carracedo
- Department of Clinical Molecular Biology, Ahus Campus, University of Oslo, Oslo, Norway.,Akershus University Hospital, Lørenskog, Norway
| | - Diana Domanska
- Department of Informatics, University of Oslo, PO Box 1080 Blindern, NO-0316, Oslo, Norway
| | | | - Lisa Lirussi
- Department of Clinical Molecular Biology, Ahus Campus, University of Oslo, Oslo, Norway.,Akershus University Hospital, Lørenskog, Norway
| | - Tanima SenGupta
- Department of Clinical Molecular Biology, Ahus Campus, University of Oslo, Oslo, Norway.,Akershus University Hospital, Lørenskog, Norway
| | - Nuriye Basdag Tekin
- Department of Clinical Molecular Biology, Ahus Campus, University of Oslo, Oslo, Norway.,Akershus University Hospital, Lørenskog, Norway
| | - Laure Jobert
- Department of Clinical Molecular Biology, Ahus Campus, University of Oslo, Oslo, Norway.,Akershus University Hospital, Lørenskog, Norway.,LifeTechnologies AS, Ullernschauseen 52, 0379, Oslo, Norway
| | - Ludmil B Alexandrov
- Theoretical Biology and Biophysics (T-6), Los Alamos National Laboratory, Los Alamos, NM, 87545, USA.,Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, NM, 87545, USA.,University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, 87102, USA
| | - Anastasia Galashevskaya
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Geir Kjetil Sandve
- Department of Informatics, University of Oslo, PO Box 1080 Blindern, NO-0316, Oslo, Norway
| | - Torbjørn Rognes
- Department of Informatics, University of Oslo, PO Box 1080 Blindern, NO-0316, Oslo, Norway.,Department of Microbiology, Oslo University Hospital, Rikshospitalet, PO Box 4950 Nydalen, NO-0424, Oslo, Norway
| | - Hans E Krokan
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Hilde Nilsen
- Department of Clinical Molecular Biology, Ahus Campus, University of Oslo, Oslo, Norway. .,Akershus University Hospital, Lørenskog, Norway.
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10
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Nguyen CB, Alsøe L, Lindvall JM, Sulheim D, Fagermoen E, Winger A, Kaarbø M, Nilsen H, Wyller VB. Whole blood gene expression in adolescent chronic fatigue syndrome: an exploratory cross-sectional study suggesting altered B cell differentiation and survival. J Transl Med 2017; 15:102. [PMID: 28494812 PMCID: PMC5426002 DOI: 10.1186/s12967-017-1201-0] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 05/02/2017] [Indexed: 02/06/2023] Open
Abstract
Background Chronic fatigue syndrome (CFS) is a prevalent and disabling condition affecting adolescents. The pathophysiology is poorly understood, but immune alterations might be an important component. This study compared whole blood gene expression in adolescent CFS patients and healthy controls, and explored associations between gene expression and neuroendocrine markers, immune markers and clinical markers within the CFS group. Methods CFS patients (12–18 years old) were recruited nation-wide to a single referral center as part of the NorCAPITAL project. A broad case definition of CFS was applied, requiring 3 months of unexplained, disabling chronic/relapsing fatigue of new onset, whereas no accompanying symptoms were necessary. Healthy controls having comparable distribution of gender and age were recruited from local schools. Whole blood samples were subjected to RNA sequencing. Immune markers were blood leukocyte counts, plasma cytokines, serum C-reactive protein and immunoglobulins. Neuroendocrine markers encompassed plasma and urine levels of catecholamines and cortisol, as well as heart rate variability indices. Clinical markers consisted of questionnaire scores for symptoms of post-exertional malaise, inflammation, fatigue, depression and trait anxiety, as well as activity recordings. Results A total of 29 CFS patients and 18 healthy controls were included. We identified 176 genes as differentially expressed in patients compared to controls, adjusting for age and gender factors. Gene set enrichment analyses suggested impairment of B cell differentiation and survival, as well as enhancement of innate antiviral responses and inflammation in the CFS group. A pattern of co-expression could be identified, and this pattern, as well as single gene transcripts, was significantly associated with indices of autonomic nervous activity, plasma cortisol, and blood monocyte and eosinophil counts. Also, an association with symptoms of post-exertional malaise was demonstrated. Conclusion Adolescent CFS is characterized by differential gene expression pattern in whole blood suggestive of impaired B cell differentiation and survival, and enhanced innate antiviral responses and inflammation. This expression pattern is associated with neuroendocrine markers of altered HPA axis and autonomic nervous activity, and with symptoms of post-exertional malaise. Trial registration Clinical Trials NCT01040429 Electronic supplementary material The online version of this article (doi:10.1186/s12967-017-1201-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Chinh Bkrong Nguyen
- Department of Paediatrics and Adolescent Health, Akershus University Hospital, 1478, Lørenskog, Norway.,Division of Medicine and Laboratory Sciences, Medical Faculty, University of Oslo, Oslo, Norway
| | - Lene Alsøe
- Institute of Clinical Medicine, Department of Clinical Molecular Biology, University of Oslo, and Akershus University Hospital, Lørenskog, Norway
| | - Jessica M Lindvall
- National Bioinformatics Infrastructure Sweden (NBIS), Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
| | - Dag Sulheim
- Department of Paediatrics, Lillehammer County Hospital, Lillehammer, Norway
| | - Even Fagermoen
- Department of Anesthesiology and Critical Care, Oslo University Hospital, Oslo, Norway
| | - Anette Winger
- Institute of Nursing Sciences, Oslo and Akershus University College of Applied Sciences, Oslo, Norway
| | - Mari Kaarbø
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Hilde Nilsen
- Institute of Clinical Medicine, Department of Clinical Molecular Biology, University of Oslo, and Akershus University Hospital, Lørenskog, Norway
| | - Vegard Bruun Wyller
- Department of Paediatrics and Adolescent Health, Akershus University Hospital, 1478, Lørenskog, Norway. .,Division of Medicine and Laboratory Sciences, Medical Faculty, University of Oslo, Oslo, Norway.
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11
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Fosså A, Alsøe L, Crameri R, Funderud S, Gaudernack G, Smeland EB. Serological cloning of cancer/testis antigens expressed in prostate cancer using cDNA phage surface display. Cancer Immunol Immunother 2004; 53:431-8. [PMID: 14747957 PMCID: PMC11032770 DOI: 10.1007/s00262-003-0458-8] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2003] [Accepted: 09/09/2003] [Indexed: 10/26/2022]
Abstract
Serological cloning of tumor-associated antigens (TAAs) using patient autoantibodies and tumor cDNA expression libraries (SEREX) has identified a wide array of tumor proteins eliciting B-cell responses in patients. However, alternative cloning strategies with the possibility of high throughput analysis of patient sera and tumor libraries may be of interest. We explored the pJuFo phage surface display system, allowing display of recombinant tumor proteins on the surface of M13 filamentous phage, for cloning of TAAs in prostate cancer (PC). Control experiments established that after a few rounds of selection on immobilized specific IgG, a high degree of enrichment of seroreactive clones was achieved. With an increasing number of selection rounds, a higher yield of positive clones was offset by an apparent loss of diversity in the repertoire of selected clones. Using autologous patient serum IgG in a combined biopanning and immunoscreening approach, we identified 13 different TAAs. Three of these (NY-ESO-1, Lage-1, and Xage-1) were known members of the cancer/testis family of TAAs, and one other protein had previously been isolated by SEREX in cancer types other than PC. Specific IgG responses against NY-ESO-1 were found in sera from 4/20 patients with hormone refractory PC, against Lage-1 in 3/20, and Xage-1 in 1/20. No reactivity against the remaining proteins was detected in other PC patients, and none of the TAAs reacted with serum from healthy subjects. The results demonstrate that phage surface display combined with postselection immunoscreening is suitable for cloning a diverse repertoire of TAAs from tumor tissue cDNA libraries. Furthermore, candidate TAAs for vaccine development of PC were identified.
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Affiliation(s)
- Alexander Fosså
- Department of Immunology, Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway.
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Stacy JE, Kausmally L, Simonsen B, Nordgard SH, Alsøe L, Michaelsen TE, Brekke OH. Direct isolation of recombinant human antibodies against group B Neisseria meningitidis from scFv expression libraries. J Immunol Methods 2003; 283:247-59. [PMID: 14659916 DOI: 10.1016/j.jim.2003.09.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The successful generation of human antibodies from large nai;ve antibody libraries requires iterative selection steps. Here, we describe a new and fast method for the isolation of high affinity antibodies directly from human single chain Fv antibody (scFv) expression libraries. Escherichia coli scFv expression libraries were made from peripheral blood lymphocytes from four individuals vaccinated with group B Neisseria meningitidis outer membrane vesicle (OMV) vaccine. Forty thousand clones were directly screened for antibodies binding N. meningitidis strain 44/76 (B:15:P1.7,16). Of 430 specific clones detected, 225 candidates were isolated and re-screened against the N. meningitidis strains NZ-98/254 (B:4:P1.7b,4) giving 4% cross-reactive clones. Antibodies were further characterized by DNA sequencing, ELISA and surface plasmon resonance (SPR) analysis, showing broad V-gene diversity and nanomolar scFv affinities. Antibodies derived by this method may assist in the discovery and development of new vaccine antigens as well as therapeutic antibody agents for the treatment of meningococcal diseases.
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Abstract
PDI1 is the essential gene encoding protein disulfide isomerase in yeast. The Saccharomyces cerevisiae genome, however, contains four other nonessential genes with homology to PDI1: MPD1, MPD2, EUG1, and EPS1. We have investigated the effects of simultaneous deletions of these genes. In several cases, we found that the ability of the PDI1 homologues to restore viability to a pdi1-deleted strain when overexpressed was dependent on the presence of low endogenous levels of one or more of the other homologues. This shows that the homologues are not functionally interchangeable. In fact, Mpd1p was the only homologue capable of carrying out all the essential functions of Pdi1p. Furthermore, the presence of endogenous homologues with a CXXC motif in the thioredoxin-like domain is required for suppression of a pdi1 deletion by EUG1 (which contains two CXXS active site motifs). This underlines the essentiality of protein disulfide isomerase-catalyzed oxidation. Most mutant combinations show defects in carboxypeptidase Y folding as well as in glycan modification. There are, however, no significant effects on ER-associated protein degradation in the various protein disulfide isomerase-deleted strains.
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Affiliation(s)
- Per Nørgaard
- Department of Yeast Genetics, Carlsberg Laboratory, DK-2500 Copenhagen Valby, Denmark
| | - Vibeke Westphal
- Department of Yeast Genetics, Carlsberg Laboratory, DK-2500 Copenhagen Valby, Denmark
| | - Christine Tachibana
- Department of Yeast Genetics, Carlsberg Laboratory, DK-2500 Copenhagen Valby, Denmark
| | - Lene Alsøe
- Department of Yeast Genetics, Carlsberg Laboratory, DK-2500 Copenhagen Valby, Denmark
| | - Bjørn Holst
- Department of Yeast Genetics, Carlsberg Laboratory, DK-2500 Copenhagen Valby, Denmark
| | - Jakob R. Winther
- Department of Yeast Genetics, Carlsberg Laboratory, DK-2500 Copenhagen Valby, Denmark
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