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1. The DoGA consortium expression atlas of promoters and genes in 100 canine tissues.

Author

Hörtenhuber, Matthias, Hytönen, Marjo, Mukarram, Abdul, Arumilli, Meharji, Araujo, César, Quintero, Ileana, Syrjä, Pernilla, Airas, Niina, Kaukonen, Maria, Kyöstilä, Kaisa, Niskanen, Julia, Jokinen, Tarja, Mottaghitalab, Faezeh, Takan, Işıl, Salokorpi, Noora, Raman, Amitha, Stevens, Irene, Iivanainen, Antti, Yoshihara, Masahito, Gusev, Oleg, Bannasch, Danika, Sukura, Antti, Schoenebeck, Jeffrey, Ezer, Sini, Katayama, Shintaro, Daub, Carsten, Kere, Juha, and Lohi, Hannes

Subjects
Animals, Dogs, Promoter Regions, Genetic, Genome, Wolves, Molecular Sequence Annotation, Organ Specificity, Gene Expression Profiling
Abstract

The dog, Canis lupus familiaris, is an important model for studying human diseases. Unlike many model organisms, the dog genome has a comparatively poor functional annotation, which hampers gene discovery for development, morphology, disease, and behavior. To fill this gap, we established a comprehensive tissue biobank for both the dog and wolf samples. The biobank consists of 5485 samples representing 132 tissues from 13 dogs, 12 dog embryos, and 24 wolves. In a subset of 100 tissues from nine dogs and 12 embryos, we characterized gene expression activity for each promoter, including alternative and novel, i.e., previously not annotated, promoter regions, using the 5 targeting RNA sequencing technology STRT2-seq. We identified over 100,000 promoter region candidates in the recent canine genome assembly, CanFam4, including over 45,000 highly reproducible sites with gene expression and respective tissue enrichment levels. We provide a promoter and gene expression atlas with interactive, open data resources, including a data coordination center and genome browser track hubs. We demonstrated the applicability of Dog Genome Annotation (DoGA) data and resources using multiple examples spanning canine embryonic development, morphology and behavior, and diseases across species.

Published
2024

5. *-DCC: A platform to collect, annotate, and explore a large variety of sequencing experiments.

Author

Hörtenhuber, Matthias, Mukarram, Abdul K, Stoiber, Marcus H, Brown, James B, and Daub, Carsten O

Subjects
Sequence Analysis, Software, Molecular Sequence Annotation, databases, sample annotation, sequencing data annotation, sequencing experiments, Generic health relevance
Abstract

BackgroundOver the past few years the variety of experimental designs and protocols for sequencing experiments increased greatly. To ensure the wide usability of the produced data beyond an individual project, rich and systematic annotation of the underlying experiments is crucial.FindingsWe first developed an annotation structure that captures the overall experimental design as well as the relevant details of the steps from the biological sample to the library preparation, the sequencing procedure, and the sequencing and processed files. Through various design features, such as controlled vocabularies and different field requirements, we ensured a high annotation quality, comparability, and ease of annotation. The structure can be easily adapted to a large variety of species. We then implemented the annotation strategy in a user-hosted web platform with data import, query, and export functionality.ConclusionsWe present here an annotation structure and user-hosted platform for sequencing experiment data, suitable for lab-internal documentation, collaborations, and large-scale annotation efforts.

Published
2020

6. A putative silencer variant in a spontaneous canine model of retinitis pigmentosa

Author

Kaukonen, Maria, Quintero, Ileana B, Mukarram, Abdul Kadir, Hytönen, Marjo K, Holopainen, Saila, Wickström, Kaisa, Kyöstilä, Kaisa, Arumilli, Meharji, Jalomäki, Sari, Daub, Carsten O, Kere, Juha, and Lohi, Hannes

Subjects
Biological Sciences, Genetics, Rare Diseases, Neurosciences, Biotechnology, Eye Disease and Disorders of Vision, Human Genome, Neurodegenerative, 2.1 Biological and endogenous factors, Aetiology, Eye, Animals, Case-Control Studies, Collagen Type IX, Dog Diseases, Dogs, Endothelin-2, Female, Frameshift Mutation, Genome-Wide Association Study, Haplotypes, Male, Models, Animal, Mutation, Pedigree, Phenotype, Retina, Retinal Degeneration, Retinitis Pigmentosa, DoGA Consortium, Developmental Biology
Abstract

Retinitis pigmentosa (RP) is the leading cause of blindness with nearly two million people affected worldwide. Many genes have been implicated in RP, yet in 30-80% of the RP patients the genetic cause remains unknown. A similar phenotype, progressive retinal atrophy (PRA), affects many dog breeds including the Miniature Schnauzer. We performed clinical, genetic and functional experiments to identify the genetic cause of PRA in the breed. The age of onset and pattern of disease progression suggested that at least two forms of PRA, types 1 and 2 respectively, affect the breed, which was confirmed by genome-wide association study that implicated two distinct genomic loci in chromosomes 15 and X, respectively. Whole-genome sequencing revealed a fully segregating recessive regulatory variant in type 1 PRA. The associated variant has a very recent origin based on haplotype analysis and lies within a regulatory site with the predicted binding site of HAND1::TCF3 transcription factor complex. Luciferase assays suggested that mutated regulatory sequence increases expression. Case-control retinal expression comparison of six best HAND1::TCF3 target genes were analyzed with quantitative reverse-transcriptase PCR assay and indicated overexpression of EDN2 and COL9A2 in the affected retina. Defects in both EDN2 and COL9A2 have been previously associated with retinal degeneration. In summary, our study describes two genetically different forms of PRA and identifies a fully penetrant variant in type 1 form with a possible regulatory effect. This would be among the first reports of a regulatory variant in retinal degeneration in any species, and establishes a new spontaneous dog model to improve our understanding of retinal biology and gene regulation while the affected breed will benefit from a reliable genetic testing.

Published
2020

7. Multiomic atlas with functional stratification and developmental dynamics of zebrafish cis-regulatory elements

Author

Baranasic, Damir, Hörtenhuber, Matthias, Balwierz, Piotr J., Zehnder, Tobias, Mukarram, Abdul Kadir, Nepal, Chirag, Várnai, Csilla, Hadzhiev, Yavor, Jimenez-Gonzalez, Ada, Li, Nan, Wragg, Joseph, D’Orazio, Fabio M., Relic, Dorde, Pachkov, Mikhail, Díaz, Noelia, Hernández-Rodríguez, Benjamín, Chen, Zelin, Stoiber, Marcus, Dong, Michaël, Stevens, Irene, Ross, Samuel E., Eagle, Anne, Martin, Ryan, Obasaju, Oluwapelumi, Rastegar, Sepand, McGarvey, Alison C., Kopp, Wolfgang, Chambers, Emily, Wang, Dennis, Kim, Hyejeong R., Acemel, Rafael D., Naranjo, Silvia, Łapiński, Maciej, Chong, Vanessa, Mathavan, Sinnakaruppan, Peers, Bernard, Sauka-Spengler, Tatjana, Vingron, Martin, Carninci, Piero, Ohler, Uwe, Lacadie, Scott Allen, Burgess, Shawn M., Winata, Cecilia, van Eeden, Freek, Vaquerizas, Juan M., Gómez-Skarmeta, José Luis, Onichtchouk, Daria, Brown, Ben James, Bogdanovic, Ozren, van Nimwegen, Erik, Westerfield, Monte, Wardle, Fiona C., Daub, Carsten O., Lenhard, Boris, and Müller, Ferenc

Published
2022
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9. Shared activity patterns arising at genetic susceptibility loci reveal underlying genomic and cellular architecture of human disease.

Author

Baillie, J Kenneth, Bretherick, Andrew, Haley, Christopher S, Clohisey, Sara, Gray, Alan, Neyton, Lucile PA, Barrett, Jeffrey, Stahl, Eli A, Tenesa, Albert, Andersson, Robin, Brown, J Ben, Faulkner, Geoffrey J, Lizio, Marina, Schaefer, Ulf, Daub, Carsten, Itoh, Masayoshi, Kondo, Naoto, Lassmann, Timo, Kawai, Jun, IIBDGC Consortium, Mole, Damian, Bajic, Vladimir B, Heutink, Peter, Rehli, Michael, Kawaji, Hideya, Sandelin, Albin, Suzuki, Harukazu, Satsangi, Jack, Wells, Christine A, Hacohen, Nir, Freeman, Thomas C, Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair RR, and Hume, David A

Subjects
IIBDGC Consortium, Humans, Crohn Disease, Genetic Predisposition to Disease, Gene Expression Profiling, Genomics, Databases, Genetic, Promoter Regions, Genetic, Transcriptome, Databases, Genetic, Promoter Regions, Mathematical Sciences, Biological Sciences, Information and Computing Sciences, Bioinformatics
Abstract

Genetic variants underlying complex traits, including disease susceptibility, are enriched within the transcriptional regulatory elements, promoters and enhancers. There is emerging evidence that regulatory elements associated with particular traits or diseases share similar patterns of transcriptional activity. Accordingly, shared transcriptional activity (coexpression) may help prioritise loci associated with a given trait, and help to identify underlying biological processes. Using cap analysis of gene expression (CAGE) profiles of promoter- and enhancer-derived RNAs across 1824 human samples, we have analysed coexpression of RNAs originating from trait-associated regulatory regions using a novel quantitative method (network density analysis; NDA). For most traits studied, phenotype-associated variants in regulatory regions were linked to tightly-coexpressed networks that are likely to share important functional characteristics. Coexpression provides a new signal, independent of phenotype association, to enable fine mapping of causative variants. The NDA coexpression approach identifies new genetic variants associated with specific traits, including an association between the regulation of the OCT1 cation transporter and genetic variants underlying circulating cholesterol levels. NDA strongly implicates particular cell types and tissues in disease pathogenesis. For example, distinct groupings of disease-associated regulatory regions implicate two distinct biological processes in the pathogenesis of ulcerative colitis; a further two separate processes are implicated in Crohn's disease. Thus, our functional analysis of genetic predisposition to disease defines new distinct disease endotypes. We predict that patients with a preponderance of susceptibility variants in each group are likely to respond differently to pharmacological therapy. Together, these findings enable a deeper biological understanding of the causal basis of complex traits.

Published
2018

10. An integrated expression atlas of miRNAs and their promoters in human and mouse

Author

de Rie, Derek, Abugessaisa, Imad, Alam, Tanvir, Arner, Erik, Arner, Peter, Ashoor, Haitham, Åström, Gaby, Babina, Magda, Bertin, Nicolas, Burroughs, A Maxwell, Carlisle, Ailsa J, Daub, Carsten O, Detmar, Michael, Deviatiiarov, Ruslan, Fort, Alexandre, Gebhard, Claudia, Goldowitz, Daniel, Guhl, Sven, Ha, Thomas J, Harshbarger, Jayson, Hasegawa, Akira, Hashimoto, Kosuke, Herlyn, Meenhard, Heutink, Peter, Hitchens, Kelly J, Hon, Chung Chau, Huang, Edward, Ishizu, Yuri, Kai, Chieko, Kasukawa, Takeya, Klinken, Peter, Lassmann, Timo, Lecellier, Charles-Henri, Lee, Weonju, Lizio, Marina, Makeev, Vsevolod, Mathelier, Anthony, Medvedeva, Yulia A, Mejhert, Niklas, Mungall, Christopher J, Noma, Shohei, Ohshima, Mitsuhiro, Okada-Hatakeyama, Mariko, Persson, Helena, Rizzu, Patrizia, Roudnicky, Filip, Sætrom, Pål, Sato, Hiroki, Severin, Jessica, Shin, Jay W, Swoboda, Rolf K, Tarui, Hiroshi, Toyoda, Hiroo, Vitting-Seerup, Kristoffer, Winteringham, Louise, Yamaguchi, Yoko, Yasuzawa, Kayoko, Yoneda, Misako, Yumoto, Noriko, Zabierowski, Susan, Zhang, Peter G, Wells, Christine A, Summers, Kim M, Kawaji, Hideya, Sandelin, Albin, Rehli, Michael, Hayashizaki, Yoshihide, Carninci, Piero, Forrest, Alistair RR, and de Hoon, Michiel JL

Subjects
Generic health relevance, Good Health and Well Being, Animals, Cells, Cultured, Gene Expression Profiling, Gene Library, High-Throughput Nucleotide Sequencing, Humans, Mice, MicroRNAs, Molecular Sequence Annotation, Promoter Regions, Genetic, FANTOM Consortium
Abstract

MicroRNAs (miRNAs) are short non-coding RNAs with key roles in cellular regulation. As part of the fifth edition of the Functional Annotation of Mammalian Genome (FANTOM5) project, we created an integrated expression atlas of miRNAs and their promoters by deep-sequencing 492 short RNA (sRNA) libraries, with matching Cap Analysis Gene Expression (CAGE) data, from 396 human and 47 mouse RNA samples. Promoters were identified for 1,357 human and 804 mouse miRNAs and showed strong sequence conservation between species. We also found that primary and mature miRNA expression levels were correlated, allowing us to use the primary miRNA measurements as a proxy for mature miRNA levels in a total of 1,829 human and 1,029 mouse CAGE libraries. We thus provide a broad atlas of miRNA expression and promoters in primary mammalian cells, establishing a foundation for detailed analysis of miRNA expression patterns and transcriptional control regions.

Published
2017

13. Discovery of Transcription Factors Novel to Mouse Cerebellar Granule Cell Development Through Laser-Capture Microdissection

Author

Zhang, Peter G. Y., Yeung, Joanna, Gupta, Ishita, Ramirez, Miguel, Ha, Thomas, Swanson, Douglas J., Nagao-Sato, Sayaka, Itoh, Masayoshi, Kawaji, Hideya, Lassmann, Timo, Daub, Carsten O., Arner, Erik, de Hoon, Michiel, the FANTOM consortium, Carninci, Piero, Forrest, Alistair R. R., Hayashizaki, Yoshihide, and Goldowitz, Dan

Published
2018
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16. DeepCAGE Transcriptomics Reveal an Important Role of the Transcription Factor MAFB in the Lymphatic Endothelium

Author

Dieterich, Lothar C., Klein, Sarah, Mathelier, Anthony, Sliwa-Primorac, Adriana, Ma, Qiaoli, Hong, Young-Kwon, Shin, Jay W., Hamada, Michito, Lizio, Marina, Itoh, Masayoshi, Kawaji, Hideya, Lassmann, Timo, Daub, Carsten O., Arner, Erik, Carninci, Piero, Hayashizaki, Yoshihide, Forrest, Alistair R.R., Wasserman, Wyeth W., and Detmar, Michael

Published
2015
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20. Transcribed enhancers lead waves of coordinated transcription in transitioning mammalian cells

Author

FANTOM Consortium, Arner, Erik, Daub, Carsten O., Vitting-Seerup, Kristoffer, Andersson, Robin, Lilje, Berit, Drabløs, Finn, Lennartsson, Andreas, Rönnerblad, Michelle, Hrydziuszko, Olga, Vitezic, Morana, Freeman, Tom C., Alhendi, Ahmad M. N., Arner, Peter, Axton, Richard, Baillie, J. Kenneth, Beckhouse, Anthony, Bodega, Beatrice, Briggs, James, Brombacher, Frank, Davis, Margaret, Detmar, Michael, Ehrlund, Anna, Endoh, Mitsuhiro, Eslami, Afsaneh, Fagiolini, Michela, Fairbairn, Lynsey, Faulkner, Geoffrey J., Ferrai, Carmelo, Fisher, Malcolm E., Forrester, Lesley, Goldowitz, Daniel, Guler, Reto, Ha, Thomas, Hara, Mitsuko, Herlyn, Meenhard, Ikawa, Tomokatsu, Kai, Chieko, Kawamoto, Hiroshi, Khachigian, Levon M., Klinken, S. Peter, Kojima, Soichi, Koseki, Haruhiko, Klein, Sarah, Mejhert, Niklas, Miyaguchi, Ken, Mizuno, Yosuke, Morimoto, Mitsuru, Morris, Kelly J., Mummery, Christine, Nakachi, Yutaka, Ogishima, Soichi, Okada-Hatakeyama, Mariko, Okazaki, Yasushi, Orlando, Valerio, Ovchinnikov, Dmitry, Passier, Robert, Patrikakis, Margaret, Pombo, Ana, Qin, Xian-Yang, Roy, Sugata, Sato, Hiroki, Savvi, Suzana, Saxena, Alka, Schwegmann, Anita, Sugiyama, Daisuke, Swoboda, Rolf, Tanaka, Hiroshi, Tomoiu, Andru, Winteringham, Louise N., Wolvetang, Ernst, Yanagi-Mizuochi, Chiyo, Yoneda, Misako, Zabierowski, Susan, Zhang, Peter, Abugessaisa, Imad, Bertin, Nicolas, Diehl, Alexander D., Fukuda, Shiro, Furuno, Masaaki, Harshbarger, Jayson, Hasegawa, Akira, Hori, Fumi, Ishikawa-Kato, Sachi, Ishizu, Yuri, Itoh, Masayoshi, Kawashima, Tsugumi, Kojima, Miki, Kondo, Naoto, Lizio, Marina, Meehan, Terrence F., Mungall, Christopher J., Murata, Mitsuyoshi, Nishiyori-Sueki, Hiromi, Sahin, Serkan, Nagao-Sato, Sayaka, Severin, Jessica, de Hoon, Michiel J. L., Kawai, Jun, Kasukawa, Takeya, Lassmann, Timo, Suzuki, Harukazu, Kawaji, Hideya, Summers, Kim M., Wells, Christine, Hume, David A., Forrest, Alistair R. R., Sandelin, Albin, Carninci, Piero, and Hayashizaki, Yoshihide

Published
2015

21. Identification of novel genetic risk factors of dilated cardiomyopathy: from canine to human.

Author

Niskanen, Julia E., Ohlsson, Åsa, Ljungvall, Ingrid, Drögemüller, Michaela, Ernst, Robert F., Dooijes, Dennis, van Deutekom, Hanneke W. M., van Tintelen, J. Peter, Snijders Blok, Christian J. B., van Vugt, Marion, van Setten, Jessica, Asselbergs, Folkert W., Petrič, Aleksandra Domanjko, Salonen, Milla, Hundi, Sruthi, Hörtenhuber, Matthias, DoGA consortium, Daub, Carsten, Araujo, César L., and Quintero, Ileana B.

Subjects
ARRHYTHMIA, DILATED cardiomyopathy, LEFT ventricular dysfunction, ACTION potentials, HEART failure, LEFT heart ventricle, PULMONARY valve
Abstract

Background: Dilated cardiomyopathy (DCM) is a life-threatening heart disease and a common cause of heart failure due to systolic dysfunction and subsequent left or biventricular dilatation. A significant number of cases have a genetic etiology; however, as a complex disease, the exact genetic risk factors are largely unknown, and many patients remain without a molecular diagnosis. Methods: We performed GWAS followed by whole-genome, transcriptome, and immunohistochemical analyses in a spontaneously occurring canine model of DCM. Canine gene discovery was followed up in three human DCM cohorts. Results: Our results revealed two independent additive loci associated with the typical DCM phenotype comprising left ventricular systolic dysfunction and dilatation. We highlight two novel candidate genes, RNF207 and PRKAA2, known for their involvement in cardiac action potentials, energy homeostasis, and morphology. We further illustrate the distinct genetic etiologies underlying the typical DCM phenotype and ventricular premature contractions. Finally, we followed up on the canine discoveries in human DCM patients and discovered candidate variants in our two novel genes. Conclusions: Collectively, our study yields insight into the molecular pathophysiology of DCM and provides a large animal model for preclinical studies. [ABSTRACT FROM AUTHOR]

Published
2023
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24. Measuring Distances Between Variables by Mutual Information

Author

Steuer, Ralf, Daub, Carsten O., Selbig, Joachim, Kurths, Jürgen, Bock, H.-H., editor, Gaul, W., editor, Vichi, M., editor, Arabie, Ph., editor, Baier, D., editor, Critchley, F., editor, Decker, R., editor, Diday, E., editor, Greenacre, M., editor, Lauro, C., editor, Meulman, J., editor, Monari, P., editor, Nishisato, S., editor, Ohsumi, N., editor, Opitz, O., editor, Ritter, G., editor, Schader, M., editor, Weihs, C., editor, Baier, Daniel, editor, and Wernecke, Klaus-Dieter, editor

Published
2005
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27. An atlas of human long non-coding RNAs with accurate 5′ ends

Author

Hon, Chung-Chau, Ramilowski, Jordan A., Harshbarger, Jayson, Bertin, Nicolas, Rackham, Owen J. L., Gough, Julian, Denisenko, Elena, Schmeier, Sebastian, Poulsen, Thomas M., Severin, Jessica, Lizio, Marina, Kawaji, Hideya, Kasukawa, Takeya, Itoh, Masayoshi, Burroughs, Maxwell A., Noma, Shohei, Djebali, Sarah, Alam, Tanvir, Medvedeva, Yulia A., Testa, Alison C., Lipovich, Leonard, Yip, Chi-Wai, Abugessaisa, Imad, Mendez, Mickaël, Hasegawa, Akira, Tang, Dave, Lassmann, Timo, Heutink, Peter, Babina, Magda, Wells, Christine A., Kojima, Soichi, Nakamura, Yukio, Suzuki, Harukazu, Daub, Carsten O., de Hoon, Michiel J. L., Arner, Erik, Hayashizaki, Yoshihide, Carninci, Piero, and Forrest, Alistair R. R.

Published
2017
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28. Conservation and divergence in Toll-like receptor 4-regulated gene expression in primary human versus mouse macrophages

Author

Schroder, Kate, Irvine, Katharine M., Taylor, Martin S., Bokil, Nilesh J., Le Cao, Kim-Anh, Masterman, Kelly-Anne, Labzin, Larisa I., Semple, Colin A., Kapetanovic, Ronan, Fairbairn, Lynsey, Akalin, Altuna, Faulkner, Geoffrey J., Baillie, John Kenneth, Gongora, Milena, Daub, Carsten O., Kawaji, Hideya, McLachlan, Geoffrey J., Goldman, Nick, Grimmond, Sean M., Carninci, Piero, Suzuki, Harukazu, Hayashizaki, Yoshihide, Lenhard, Boris, Hume, David A., and Sweet, Matthew J.

Published
2012

30. Screening autism-associated environmental factors in differentiating human neural progenitors with fractional factorial design-based transcriptomics

Author

Arora, Abishek, primary, Becker, Martin, additional, Marques, Cátia, additional, Oksanen, Marika, additional, Li, Danyang, additional, Mastropasqua, Francesca, additional, Watts, Michelle Evelyn, additional, Arora, Manish, additional, Falk, Anna, additional, Daub, Carsten Oliver, additional, Lanekoff, Ingela, additional, and Tammimies, Kristiina, additional

Published
2022
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31. Multiomic atlas with functional stratification and developmental dynamics of zebrafish cis-regulatory elements

Author

European Commission, Agencia Estatal de Investigación (España), Baranasic, Damir, Hörtenhuber, Matthias, Balwierz, Piotr J., Zehnder, Tobias, Mukarram, Abdul Kadir, Nepal, Chirag, Várnai, Csilla, Hadzhiev, Yavor, Jiménez-González, Ada, Li, Nan, Wragg, Joseph, D’Orazio, Fabio M., Relic, Dorde, Pachkov, Mikhail, Díaz, Noelia, Hernández-Rodríguez, Benjamín, Chen, Zelin, Stoiber, Marcus, Dong, Michaël, Stevens, Irene, Ross, Samuel E., Eagle, Anne, Martin, Ryan, Obasaju, Oluwapelumi, Rastegar, Sepand, McGarvey, Alison C., Kopp, Wolfgang, Chambers, Emily, Wang, Dennis, Kim, Hyejeong R., Acemel, Rafael D., Naranjo, Silvia, Łapiński, Maciej, Chong, Vanessa, Mathavan, Sinnakaruppan, Peers, Bernard, Sauka-Spengler, Tatjana, Vingron, Martin, Carninci, Piero, Ohler, Uwe, Lacadie, Scott Allen, Burgess, Shawn M., Winata, Cecilia, Eeden, Freek van, Vaquerizas Erdocia, Juan Manuel, Gómez-Skarmeta, José Luis, Onichtchouk, Daria, Brown, Ben James, Bogdanovic, Ozren, Nimwegen, Erik van, Westerfield, Monte, Wardle, Fiona C., Daub, Carsten O., Lenhard, Boris, Müller, Ferenc, European Commission, Agencia Estatal de Investigación (España), Baranasic, Damir, Hörtenhuber, Matthias, Balwierz, Piotr J., Zehnder, Tobias, Mukarram, Abdul Kadir, Nepal, Chirag, Várnai, Csilla, Hadzhiev, Yavor, Jiménez-González, Ada, Li, Nan, Wragg, Joseph, D’Orazio, Fabio M., Relic, Dorde, Pachkov, Mikhail, Díaz, Noelia, Hernández-Rodríguez, Benjamín, Chen, Zelin, Stoiber, Marcus, Dong, Michaël, Stevens, Irene, Ross, Samuel E., Eagle, Anne, Martin, Ryan, Obasaju, Oluwapelumi, Rastegar, Sepand, McGarvey, Alison C., Kopp, Wolfgang, Chambers, Emily, Wang, Dennis, Kim, Hyejeong R., Acemel, Rafael D., Naranjo, Silvia, Łapiński, Maciej, Chong, Vanessa, Mathavan, Sinnakaruppan, Peers, Bernard, Sauka-Spengler, Tatjana, Vingron, Martin, Carninci, Piero, Ohler, Uwe, Lacadie, Scott Allen, Burgess, Shawn M., Winata, Cecilia, Eeden, Freek van, Vaquerizas Erdocia, Juan Manuel, Gómez-Skarmeta, José Luis, Onichtchouk, Daria, Brown, Ben James, Bogdanovic, Ozren, Nimwegen, Erik van, Westerfield, Monte, Wardle, Fiona C., Daub, Carsten O., Lenhard, Boris, and Müller, Ferenc

Abstract

Zebrafish, a popular organism for studying embryonic development and for modeling human diseases, has so far lacked a systematic functional annotation program akin to those in other animal models. To address this, we formed the international DANIO-CODE consortium and created a central repository to store and process zebrafish developmental functional genomic data. Our data coordination center (https://danio-code.zfin.org) combines a total of 1,802 sets of unpublished and re-analyzed published genomic data, which we used to improve existing annotations and show its utility in experimental design. We identified over 140,000 cis-regulatory elements throughout development, including classes with distinct features dependent on their activity in time and space. We delineated the distinct distance topology and chromatin features between regulatory elements active during zygotic genome activation and those active during organogenesis. Finally, we matched regulatory elements and epigenomic landscapes between zebrafish and mouse and predicted functional relationships between them beyond sequence similarity, thus extending the utility of zebrafish developmental genomics to mammals

Published
2022

32. Generation of RNA sequencing libraries for transcriptome analysis of globin-rich tissues of the domestic dog

Author

DoGA consortium, Ezer, Sini, Yoshihara, Masahito, Katayama, Shintaro, Daub, Carsten, Lohi, Hannes, Krjutskov, Kaarel, Kere, Juha, Research Programs Unit, STEMM - Stem Cells and Metabolism Research Program, Helsinki One Health (HOH), Haartman Institute (-2014), Hannes Tapani Lohi / Principal Investigator, Veterinary Genetics, Veterinary Biosciences, Biosciences, Department of Medical and Clinical Genetics, and Juha Kere / Principal Investigator

Subjects
Science (General), General Immunology and Microbiology, Bioinformatics, General Neuroscience, 1184 Genetics, developmental biology, physiology, Sequence analysis, Gene Expression, Genomics, 413 Veterinary science, RNAseq, General Biochemistry, Genetics and Molecular Biology, Globins, Q1-390, Dogs, Model Organisms, Protocol, Animals, Sequencing, 3111 Biomedicine, RNA, Messenger, RNA-Seq, Transcriptome, Molecular Biology, Gene Library
Abstract

Summary We have developed a protocol for barcoded cDNA libraries of 48 samples to study gene expression across tissues in the domestic dog, Canis familiaris, by modifying the Single-Cell Tagged Reverse Transcription (STRT) protocol (Islam et al., 2012, 2014). The cDNA reads represent mRNA 5′ ends, enabling the study of transcription start sites (TSS). Our modifications include longer UMIs for molecular counting and Globin-Lock® to deplete globin mRNAs that are abundant in blood and blood-rich tissues dominating all reads., Graphical abstract, Highlights • transcriptome analysis across tissues of domestic dog, Canis familiaris • RNA-seq library preparation for 48 tissue samples in parallel • depletion of abundant globin mRNAs from blood and blood-rich tissues • study of transcription start sites with cDNA reads from 5′end, We have developed a protocol for barcoded cDNA libraries of 48 samples to study gene expression across tissues in the domestic dog, Canis familiaris, by modifying the Single-Cell Tagged Reverse Transcription (STRT) protocol. The cDNA reads represent mRNA 5′ ends, enabling the study of transcription start sites (TSS). Our modifications include longer UMIs for molecular counting and Globin-Lock® to deplete globin mRNAs that are abundant in blood and blood-rich tissues dominating all reads.

Published
2021

34. An Atlas of Combinatorial Transcriptional Regulation in Mouse and Man

Author

Ravasi, Timothy, Suzuki, Harukazu, Cannistraci, Carlo Vittorio, Katayama, Shintaro, Bajic, Vladimir B., Tan, Kai, Akalin, Altuna, Schmeier, Sebastian, Kanamori-Katayama, Mutsumi, Bertin, Nicolas, Carninci, Piero, Daub, Carsten O., Forrest, Alistair R.R., Gough, Julian, Grimmond, Sean, Han, Jung-Hoon, Hashimoto, Takehiro, Hide, Winston, Hofmann, Oliver, Kamburov, Atanas, Kaur, Mandeep, Kawaji, Hideya, Kubosaki, Atsutaka, Lassmann, Timo, van Nimwegen, Erik, MacPherson, Cameron Ross, Ogawa, Chihiro, Radovanovic, Aleksandar, Schwartz, Ariel, Teasdale, Rohan D., Tegnér, Jesper, Lenhard, Boris, Teichmann, Sarah A., Arakawa, Takahiro, Ninomiya, Noriko, Murakami, Kayoko, Tagami, Michihira, Fukuda, Shiro, Imamura, Kengo, Kai, Chikatoshi, Ishihara, Ryoko, Kitazume, Yayoi, Kawai, Jun, Hume, David A., Ideker, Trey, and Hayashizaki, Yoshihide

Published
2010
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37. GENE REGULATION: Transcribed enhancers lead waves of coordinated transcription in transitioning mammalian cells

Author

Arner, Erik, Daub, Carsten O., Vitting-Seerup, Kristoffer, Andersson, Robin, Lilje, Berit, Drabløs, Finn, Lennartsson, Andreas, Rönnerblad, Michelle, Hrydziuszko, Olga, Vitezic, Morana, Freeman, Tom C., Alhendi, Ahmad M. N., Arner, Peter, Axton, Richard, Baillie, Kenneth J., Beckhouse, Anthony, Bodega, Beatrice, Briggs, James, Brombacher, Frank, Davis, Margaret, Detmar, Michael, Ehrlund, Anna, Endoh, Mitsuhiro, Eslami, Afsaneh, Fagiolini, Michela, Fairbairn, Lynsey, Faulkner, Geoffrey J., Ferrai, Carmelo, Fisher, Malcolm E., Forrester, Lesley, Goldowitz, Daniel, Guler, Reto, Ha, Thomas, Hara, Mitsuko, Herlyn, Meenhard, Ikawa, Tomokatsu, Kai, Chieko, Kawamoto, Hiroshi, Khachigian, Levon M., Klinken, Peter S., Kojima, Soichi, Koseki, Haruhiko, Klein, Sarah, Mejhert, Niklas, Miyaguchi, Ken, Mizuno, Yosuke, Morimoto, Mitsuru, Morris, Kelly J., Mummery, Christine, Nakachi, Yutaka, Ogishima, Soichi, Okada-Hatakeyama, Mariko, Okazaki, Yasushi, Orlando, Valerio, Ovchinnikov, Dmitry, Passier, Robert, Patrikakis, Margaret, Pombo, Ana, Qin, Xian-Yang, Roy, Sugata, Sato, Hiroki, Savvi, Suzana, Saxena, Alka, Schwegmann, Anita, Sugiyama, Daisuke, Swoboda, Rolf, Tanaka, Hiroshi, Tomoiu, Andru, Winteringham, Louise N., Wolvetang, Ernst, Yanagi-Mizuochi, Chiyo, Yoneda, Misako, Zabierowski, Susan, Zhang, Peter, Abugessaisa, Imad, Bertin, Nicolas, Diehl, Alexander D., Fukuda, Shiro, Furuno, Masaaki, Harshbarger, Jayson, Hasegawa, Akira, Hori, Fumi, Ishikawa-Kato, Sachi, Ishizu, Yuri, Itoh, Masayoshi, Kawashima, Tsugumi, Kojima, Miki, Kondo, Naoto, Lizio, Marina, Meehan, Terrence F., Mungall, Christopher J., Murata, Mitsuyoshi, Nishiyori-Sueki, Hiromi, Sahin, Serkan, Nagao-Sato, Sayaka, Severin, Jessica, de Hoon, Michiel J. L., Kawai, Jun, Kasukawa, Takeya, Lassmann, Timo, Suzuki, Harukazu, Kawaji, Hideya, Summers, Kim M., Wells, Christine, Hume, David A., Forrest, Alistair R. R., Sandelin, Albin, Carninci, Piero, and Hayashizaki, Yoshihide

Published
2015
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38. Additive effects of MicroRNAs and transcription factors on CCL2 production in human white adipose tissue

Author

Kulyte, Agne, Belarbi, Yasmina, Lorente-Cebrian, Silvia, Bambace, Clara, Arner, Erik, Daub, Carsten O., Heden, Per, Ryden, Mikael, Mejhert, Niklas, and Arner, Peter

Subjects
Analysis, Physiological aspects, Research, MicroRNA -- Research -- Analysis -- Physiological aspects, Cytokines -- Research -- Analysis, Transcription factors -- Research -- Analysis -- Physiological aspects
Abstract

White adipose tissue (WAT) function plays an important role in the development of insulin resistance/type 2 diabetes. Fat cells present in WAT secrete a number of molecules, collectively termed adipokines, [...], Adipose tissue inflammation is present in insulin-resistant conditions. We recently proposed a network of microRNAs (miRNAs) and transcription factors (TFs) regulating the production of the proinflammatory chemokine (C-C motif) ligand-2 (CCL2) in adipose tissue. We presently extended and further validated this network and investigated if the circuits controlling CCL2 can interact in human adipocytes and macrophages. The updated subnetwork predicted that miR-126/-193b/-92a control CCL2 production by several TFs, including v-ets erythroblastosis virus E26 oncogene homolog 1 (avian) (ETS1), MYC-associated factor X (MAX), and specificity protein 12 (SP1). This was confirmed in human adipocytes by the observation that gene silencing of ETS1, MAX, or SP1 attenuated CCL2 production. Combined gene silencing of ETS1 and MAX resulted in an additive reduction in CCL2 production. Moreover, overexpression of miR-126/ -193b/-92a in different pairwise combinations reduced CCL2 secretion more efficiently than either miRNA alone. However, although effects on CCL2 secretion by co-overexpression of miR-92a/-193b and miR-92a/-126 were additive in adipocytes, the combination of miR-126/-193b was primarily additive in macrophages. Signals for miR-92a and -193b converged on the nuclear factor-κB pathway. In conclusion, TF and miRNA-mediated regulation of CCL2 production is additive and partly relayed by cell-specific networks in human adipose tissue that may be important for the development of insulin resistance/type 2 diabetes. Diabetes 2014; 63: 1248-1258 | DOI: 10.2337/db13-0702

Published
2014
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39. A promoter-level mammalian expression atlas

Author

Forrest, Alistair R. R., Kawaji, Hideya, Rehli, Michael, Kenneth Baillie, J., de Hoon, Michiel J. L., Haberle, Vanja, Lassmann, Timo, Kulakovskiy, Ivan V., Lizio, Marina, Itoh, Masayoshi, Andersson, Robin, Mungall, Christopher J., Meehan, Terrence F., Schmeier, Sebastian, Bertin, Nicolas, Jørgensen, Mette, Dimont, Emmanuel, Arner, Erik, Schmidl, Christian, Schaefer, Ulf, Medvedeva, Yulia A., Plessy, Charles, Vitezic, Morana, Severin, Jessica, Semple, Colin A., Ishizu, Yuri, Young, Robert S., Francescatto, Margherita, Alam, Intikhab, Albanese, Davide, Altschuler, Gabriel M., Arakawa, Takahiro, Archer, John A. C., Arner, Peter, Babina, Magda, Rennie, Sarah, Balwierz, Piotr J., Beckhouse, Anthony G., Pradhan-Bhatt, Swati, Blake, Judith A., Blumenthal, Antje, Bodega, Beatrice, Bonetti, Alessandro, Briggs, James, Brombacher, Frank, Maxwell Burroughs, A., Califano, Andrea, Cannistraci, Carlo V., Carbajo, Daniel, Chen, Yun, Chierici, Marco, Ciani, Yari, Clevers, Hans C., Dalla, Emiliano, Davis, Carrie A., Detmar, Michael, Diehl, Alexander D., Dohi, Taeko, Drabløs, Finn, Edge, Albert S. B., Edinger, Matthias, Ekwall, Karl, Endoh, Mitsuhiro, Enomoto, Hideki, Fagiolini, Michela, Fairbairn, Lynsey, Fang, Hai, Farach-Carson, Mary C., Faulkner, Geoffrey J., Favorov, Alexander V., Fisher, Malcolm E., Frith, Martin C., Fujita, Rie, Fukuda, Shiro, Furlanello, Cesare, Furuno, Masaaki, Furusawa, Jun-ichi, Geijtenbeek, Teunis B., Gibson, Andrew P., Gingeras, Thomas, Goldowitz, Daniel, Gough, Julian, Guhl, Sven, Guler, Reto, Gustincich, Stefano, Ha, Thomas J., Hamaguchi, Masahide, Hara, Mitsuko, Harbers, Matthias, Harshbarger, Jayson, Hasegawa, Akira, Hasegawa, Yuki, Hashimoto, Takehiro, Herlyn, Meenhard, Hitchens, Kelly J., Ho Sui, Shannan J., Hofmann, Oliver M., Hoof, Ilka, Hori, Fumi, Huminiecki, Lukasz, Iida, Kei, Ikawa, Tomokatsu, Jankovic, Boris R., Jia, Hui, Joshi, Anagha, Jurman, Giuseppe, Kaczkowski, Bogumil, Kai, Chieko, Kaida, Kaoru, Kaiho, Ai, Kajiyama, Kazuhiro, Kanamori-Katayama, Mutsumi, Kasianov, Artem S., Kasukawa, Takeya, Katayama, Shintaro, Kato, Sachi, Kawaguchi, Shuji, Kawamoto, Hiroshi, Kawamura, Yuki I., Kawashima, Tsugumi, Kempfle, Judith S., Kenna, Tony J., Kere, Juha, Khachigian, Levon M., Kitamura, Toshio, Peter Klinken, S., Knox, Alan J., Kojima, Miki, Kojima, Soichi, Kondo, Naoto, Koseki, Haruhiko, Koyasu, Shigeo, Krampitz, Sarah, Kubosaki, Atsutaka, Kwon, Andrew T., Laros, Jeroen F. J., Lee, Weonju, Lennartsson, Andreas, Li, Kang, Lilje, Berit, Lipovich, Leonard, Mackay-sim, Alan, Manabe, Ri-ichiroh, Mar, Jessica C., Marchand, Benoit, Mathelier, Anthony, Mejhert, Niklas, Meynert, Alison, Mizuno, Yosuke, de Lima Morais, David A., Morikawa, Hiromasa, Morimoto, Mitsuru, Moro, Kazuyo, Motakis, Efthymios, Motohashi, Hozumi, Mummery, Christine L., Murata, Mitsuyoshi, Nagao-Sato, Sayaka, Nakachi, Yutaka, Nakahara, Fumio, Nakamura, Toshiyuki, Nakamura, Yukio, Nakazato, Kenichi, van Nimwegen, Erik, Ninomiya, Noriko, Nishiyori, Hiromi, Noma, Shohei, Nozaki, Tadasuke, Ogishima, Soichi, Ohkura, Naganari, Ohmiya, Hiroko, Ohno, Hiroshi, Ohshima, Mitsuhiro, Okada-Hatakeyama, Mariko, Okazaki, Yasushi, Orlando, Valerio, Ovchinnikov, Dmitry A., Pain, Arnab, Passier, Robert, Patrikakis, Margaret, Persson, Helena, Piazza, Silvano, Prendergast, James G. D., Rackham, Owen J. L., Ramilowski, Jordan A., Rashid, Mamoon, Ravasi, Timothy, Rizzu, Patrizia, Roncador, Marco, Roy, Sugata, Rye, Morten B., Saijyo, Eri, Sajantila, Antti, Saka, Akiko, Sakaguchi, Shimon, Sakai, Mizuho, Sato, Hiroki, Satoh, Hironori, Savvi, Suzana, Saxena, Alka, Schneider, Claudio, Schultes, Erik A., Schulze-Tanzil, Gundula G., Schwegmann, Anita, Sengstag, Thierry, Sheng, Guojun, Shimoji, Hisashi, Shimoni, Yishai, Shin, Jay W., Simon, Christophe, Sugiyama, Daisuke, Sugiyama, Takaaki, Suzuki, Masanori, Suzuki, Naoko, Swoboda, Rolf K., ’t Hoen, Peter A. C., Tagami, Michihira, Takahashi, Naoko, Takai, Jun, Tanaka, Hiroshi, Tatsukawa, Hideki, Tatum, Zuotian, Thompson, Mark, Toyoda, Hiroo, Toyoda, Tetsuro, Valen, Eivind, van de Wetering, Marc, van den Berg, Linda M., Verardo, Roberto, Vijayan, Dipti, Vorontsov, Ilya E., Wasserman, Wyeth W., Watanabe, Shoko, Wells, Christine A., Winteringham, Louise N., Wolvetang, Ernst, Wood, Emily J., Yamaguchi, Yoko, Yamamoto, Masayuki, Yoneda, Misako, Yonekura, Yohei, Yoshida, Shigehiro, Zabierowski, Susan E., Zhang, Peter G., Zhao, Xiaobei, Zucchelli, Silvia, Summers, Kim M., Suzuki, Harukazu, Daub, Carsten O., Kawai, Jun, Heutink, Peter, Hide, Winston, Freeman, Tom C., Lenhard, Boris, Bajic, Vladimir B., Taylor, Martin S., Makeev, Vsevolod J., Sandelin, Albin, Hume, David A., Carninci, Piero, and Hayashizaki, Yoshihide

Published
2014
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40. An atlas of active enhancers across human cell types and tissues

Author

Andersson, Robin, Gebhard, Claudia, Miguel-Escalada, Irene, Hoof, Ilka, Bornholdt, Jette, Boyd, Mette, Chen, Yun, Zhao, Xiaobei, Schmidl, Christian, Suzuki, Takahiro, Ntini, Evgenia, Arner, Erik, Valen, Eivind, Li, Kang, Schwarzfischer, Lucia, Glatz, Dagmar, Raithel, Johanna, Lilje, Berit, Rapin, Nicolas, Bagger, Frederik Otzen, Jørgensen, Mette, Andersen, Peter Refsing, Bertin, Nicolas, Rackham, Owen, Burroughs, Maxwell A., Baillie, Kenneth J., Ishizu, Yuri, Shimizu, Yuri, Furuhata, Erina, Maeda, Shiori, Negishi, Yutaka, Mungall, Christopher J., Meehan, Terrence F., Lassmann, Timo, Itoh, Masayoshi, Kawaji, Hideya, Kondo, Naoto, Kawai, Jun, Lennartsson, Andreas, Daub, Carsten O., Heutink, Peter, Hume, David A., Jensen, Torben Heick, Suzuki, Harukazu, Hayashizaki, Yoshihide, Müller, Ferenc, Consortium, The FANTOM, Forrest, Alistair R. R., Carninci, Piero, Rehli, Michael, and Sandelin, Albin

Published
2014
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41. Integrated annotation and analysis of genomic features reveal new types of functional elements and large-scale epigenetic phenomena in the developing zebrafish

Author

Baranasic, Damir, primary, Hörtenhuber, Matthias, additional, Balwierz, Piotr, additional, Zehnder, Tobias, additional, Mukarram, Abdul Kadir, additional, Nepal, Chirag, additional, Varnai, Csilla, additional, Hadzhiev, Yavor, additional, Jimenez-Gonzalez, Ada, additional, Li, Nan, additional, Wragg, Joseph, additional, D’Orazio, Fabio, additional, Díaz, Noelia, additional, Hernández-Rodríguez, Benjamín, additional, Chen, Zelin, additional, Stoiber, Marcus, additional, Dong, Michaël, additional, Stevens, Irene, additional, Ross, Samuel E., additional, Eagle, Anne, additional, Martin, Ryan, additional, Obasaju, Pelumi, additional, Rastegar, Sepand, additional, McGarvey, Alison C., additional, Kopp, Wolfgang, additional, Chambers, Emily, additional, Wang, Dennis, additional, Kim, Hyejeong R., additional, Acemel, Rafael D., additional, Naranjo, Silvia, additional, Lapinski, Maciej, additional, Chong, Vanessa, additional, Mathavan, Sinnakaruppan, additional, Peers, Bernard, additional, Sauka-Spengler, Tatjana, additional, Vingron, Martin, additional, Carninci, Piero, additional, Ohler, Uwe, additional, Lacadie, Scott Allen, additional, Burgess, Shawn, additional, Winata, Cecilia, additional, van Eeden, Freek, additional, Vaquerizas, Juan M., additional, Gómez-Skarmeta, José Luis, additional, Onichtchouk, Daria, additional, Brown, Ben James, additional, Bogdanovic, Ozren, additional, Westerfield, Monte, additional, Wardle, Fiona C., additional, Daub, Carsten O., additional, Lenhard, Boris, additional, and Müller, Ferenc, additional

Published
2021
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42. Micro-biopsy for detection of gene expression changes in ischemic swine myocardium : A pilot study

Author

Chireh, Arvin, Grankvist, Rikard, Sandell, Mikael, Mukarram, Abdul Kadir, Arnberg, Fabian, Lundberg, Johan, Daub, Carsten O., Holmin, Staffan, Chireh, Arvin, Grankvist, Rikard, Sandell, Mikael, Mukarram, Abdul Kadir, Arnberg, Fabian, Lundberg, Johan, Daub, Carsten O., and Holmin, Staffan

Abstract

Micro-endomyocardial biopsy (micro-EMB) is a novel catheter-based biopsy technique, aiming to increase flexibility and safety compared to conventional EMB. The technique was developed and evaluated in healthy swine. Therefore, the ability to detect disease related tissue changes could not be evaluated. The aim of the present pilot study was to investigate the ability to detect disease related gene expression changes using micro-EMB. Myocardial infarction was induced in three swine by coronary artery balloon occlusion. Micro-EMB samples (n = 164) were collected before, during, and after occlusion. RNA-sequencing was performed on 85 samples, and 53 of these were selected for bioinformatic analysis. A large number of responding genes was detected from the infarcted area (n = 1911). The early responding genes (n = 1268) were mostly related to apoptosis and inflammation. There were fewer responding genes two days after infarction (n = 6), which were related to extra-cellular matrix changes, and none after 14 days. In contrast to the infarcted area, samples harvested from a non-infarcted myocardial region showed considerably fewer regulated genes (n = 33). Deconvolution analysis, to estimate the proportion of different cell types, revealed a higher proportion of fibroblasts and a reduced proportion of cardiomyocytes two days after occlusion compared to baseline (p < 0.02 and p < 0.01, respectively. S5 File). In conclusion, this pilot study demonstrates the capabilities of micro-EMB to detect local gene expression responses at an early stage after ischemia, but not at later timepoints., QC 20210719

Published
2021
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44. Human White Adipose Tissue Displays Selective Insulin Resistance in the Obese State

Author

Mileti, Enrichetta, primary, Kwok, Kelvin HM., primary, Andersson, Daniel P., primary, Mathelier, Anthony, primary, Raman, Amitha, primary, Bäckdahl, Jesper, primary, Jalkanen, Jutta, primary, Massier, Lucas, primary, Thorell, Anders, primary, Gao, Hui, primary, Arner, Peter, primary, Mejhert, Niklas, primary, Daub, Carsten O., primary, and Rydén, Mikael, primary

Published
2021
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45. Sequence determinants of human gene regulatory elements

Author

Sahu, Biswajyoti, primary, Hartonen, Tuomo, additional, Pihlajamaa, Päivi, additional, Wei, Bei, additional, Dave, Kashyap, additional, Zhu, Fangjie, additional, Kaasinen, Eevi, additional, Lidschreiber, Katja, additional, Lidschreiber, Michael, additional, Daub, Carsten O., additional, Cramer, Patrick, additional, Kivioja, Teemu, additional, and Taipale, Jussi, additional

Published
2021
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48. Adipose Tissue MicroRNAs as Regulators of CCL2 Production in Human Obesity

Author

Arner, Erik, Mejhert, Niklas, Kulyté, Agné, Balwierz, Piotr J., Pachkov, Mikhail, Cormont, Mireille, Lorente-Cebrián, Silvia, Ehrlund, Anna, Laurencikiene, Jurga, Hedén, Per, Dahlman-Wright, Karin, Tanti, Jean-François, Hayashizaki, Yoshihide, Rydén, Mikael, Dahlman, Ingrid, van Nimwegen, Erik, Daub, Carsten O., and Arner, Peter

Published
2012
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