29 results on '"Roberto Malinverni"'
Search Results
2. 3D chromatin remodelling in the germ line modulates genome evolutionary plasticity
- Author
-
Lucía Álvarez-González, Frances Burden, Dadakhalandar Doddamani, Roberto Malinverni, Emma Leach, Cristina Marín-García, Laia Marín-Gual, Albert Gubern, Covadonga Vara, Andreu Paytuví-Gallart, Marcus Buschbeck, Peter J. I. Ellis, Marta Farré, and Aurora Ruiz-Herrera
- Subjects
Science - Abstract
The role of genome folding in the heritability and evolvability of structural variations is not well understood. Here the authors investigate the impact of the three-dimensional genome topology of germ cells in the formation and transmission of gross structural genomic changes detected from comparing whole-genome sequences of 14 rodent species.
- Published
- 2022
- Full Text
- View/download PDF
3. eDNA Metabarcoding Analysis as Tool to Assess the Presence of Non-Indigenous Species (NIS): A Case Study in the Bilge Water
- Author
-
Teresa Maggio, Federica Cattapan, Manuela Falautano, Daniel Julian, Roberto Malinverni, Elena Poloni, Walter Sanseverino, Sara Todesco, and Luca Castriota
- Subjects
alien species surveillance ,biodiversity ,alien species spread ,marinas ,recreational boating ,Biology (General) ,QH301-705.5 - Abstract
One of the most important causes of biodiversity loss are non-indigenous species (NIS), in particular invasive ones. The dispersion of NIS mainly depends on anthropogenic activities such as maritime traffic, which account for almost half of the total NIS introduction in the European seas, as reported by the European Environmental Agency. For this reason, NIS management measures are mainly focused on commercial ports (i.e., ballast water management and Marine Strategy Framework Directive monitoring), underestimating the role of marinas and tourist harbors; these host small vessels (Salmo salar). Excluding food contamination species, twelve of these found in the bilge waters were already known as NIS in the Mediterranean Sea, belonging to algae, mollusks, crustaceans, annelids, echinoderms, and fishes. Nine of these species are new to Italian waters. The results obtained in the present work support the importance of NIS monitoring in marinas and small harbors, particularly in the bilge waters, through eDNA metabarcoding, having detected several potential NIS that otherwise would not have been discovered.
- Published
- 2023
- Full Text
- View/download PDF
4. DNA methylation profile in chronic myelomonocytic leukemia associates with distinct clinical, biological and genetic features
- Author
-
Laura Palomo, Roberto Malinverni, Marta Cabezón, Blanca Xicoy, Montserrat Arnan, Rosa Coll, Helena Pomares, Olga García, Francisco Fuster-Tormo, Javier Grau, Evarist Feliu, Francesc Solé, Marcus Buschbeck, and Lurdes Zamora
- Subjects
chronic myelomonocytic leukemia ,dna methylation ,hypermethylation ,prognosis ,tet2 ,Genetics ,QH426-470 - Abstract
Chromosomal abnormalities are detected in 20–30% of patients with chronic myelomonocytic leukemia (CMML) and correlate with prognosis. On the mutation level, disruptive alterations are particularly frequent in chromatin regulatory genes. However, little is known about the consequential alterations in the epigenetic marking of the genome. Here, we report the analysis of genomic DNA methylation patterns of 64 CMML patients and 10 healthy controls, using a DNA methylation microarray focused on promoter regions. Differential methylation analysis between patients and controls allowed us to identify abnormalities in DNA methylation, including hypermethylation of specific genes and large genome regions with aberrant DNA methylation. Unsupervised hierarchical cluster analysis identified two main clusters that associated with the clinical, biological, and genetic features of patients. Group 1 was enriched in patients with adverse clinical and biological characteristics and poorer overall and progression-free survival. In addition, significant differences in DNA methylation were observed between patients with low risk and intermediate/high risk karyotypes and between TET2 mutant and wild type patients. Taken together, our results demonstrate that altered DNA methylation patterns reflect the CMML disease state and allow to identify patient groups with distinct clinical features.
- Published
- 2018
- Full Text
- View/download PDF
5. The Histone Variant MacroH2A1 Regulates Key Genes for Myogenic Cell Fusion in a Splice-Isoform Dependent Manner
- Author
-
Sarah Hurtado-Bagès, Melanija Posavec Marjanovic, Vanesa Valero, Roberto Malinverni, David Corujo, Philippe Bouvet, Anne-Claire Lavigne, Kerstin Bystricky, and Marcus Buschbeck
- Subjects
histone variants ,myogenic differentiation ,myotubes ,cell fusion ,macroH2A ,PARP1 ,Cytology ,QH573-671 - Abstract
MacroH2A histone variants have functions in differentiation, somatic cell reprogramming and cancer. However, at present, it is not clear how macroH2As affect gene regulation to exert these functions. We have parted from the initial observation that loss of total macroH2A1 led to a change in the morphology of murine myotubes differentiated ex vivo. The fusion of myoblasts to myotubes is a key process in embryonic myogenesis and highly relevant for muscle regeneration after acute or chronic injury. We have focused on this physiological process, to investigate the functions of the two splice isoforms of macroH2A1. Individual perturbation of the two isoforms in myotubes forming in vitro from myogenic C2C12 cells showed an opposing phenotype, with macroH2A1.1 enhancing, and macroH2A1.2 reducing, fusion. Differential regulation of a subset of fusion-related genes encoding components of the extracellular matrix and cell surface receptors for adhesion correlated with these phenotypes. We describe, for the first time, splice isoform-specific phenotypes for the histone variant macroH2A1 in a physiologic process and provide evidence for a novel underlying molecular mechanism of gene regulation.
- Published
- 2020
- Full Text
- View/download PDF
6. A Cbx8-containing polycomb complex facilitates the transition to gene activation during ES cell differentiation.
- Author
-
Catherine Creppe, Anna Palau, Roberto Malinverni, Vanesa Valero, and Marcus Buschbeck
- Subjects
Genetics ,QH426-470 - Abstract
Polycomb proteins play an essential role in maintaining the repression of developmental genes in self-renewing embryonic stem cells. The exact mechanism allowing the derepression of polycomb target genes during cell differentiation remains unclear. Our project aimed to identify Cbx8 binding sites in differentiating mouse embryonic stem cells. Therefore, we used a genome-wide chromatin immunoprecipitation of endogenous Cbx8 coupled to direct massive parallel sequencing (ChIP-Seq). Our analysis identified 171 high confidence peaks. By crossing our data with previously published microarray analysis, we show that several differentiation genes transiently recruit Cbx8 during their early activation. Depletion of Cbx8 partially impairs the transcriptional activation of these genes. Both interaction analysis, as well as chromatin immunoprecipitation experiments support the idea that activating Cbx8 acts in the context of an intact PRC1 complex. Prolonged gene activation results in eviction of PRC1 despite persisting H3K27me3 and H2A ubiquitination. The composition of PRC1 is highly modular and changes when embryonic stem cells commit to differentiation. We further demonstrate that the exchange of Cbx7 for Cbx8 is required for the effective activation of differentiation genes. Taken together, our results establish a function for a Cbx8-containing complex in facilitating the transition from a Polycomb-repressed chromatin state to an active state. As this affects several key regulatory differentiation genes this mechanism is likely to contribute to the robust execution of differentiation programs.
- Published
- 2014
- Full Text
- View/download PDF
7. Evolution of a histone variant involved in compartmental regulation of NAD metabolism
- Author
-
Iva Guberovic, Sarah Hurtado-Bagès, Ciro Rivera-Casas, Gunnar Knobloch, Roberto Malinverni, Vanesa Valero, Michelle M. Leger, Jesús García, Jerome Basquin, Marta Gómez de Cedrón, Marta Frigolé-Vivas, Manjinder S. Cheema, Ainhoa Pérez, Juan Ausió, Ana Ramírez de Molina, Xavier Salvatella, Iñaki Ruiz-Trillo, Jose M. Eirin-Lopez, Andreas G. Ladurner, Marcus Buschbeck, Max Planck Society, Universidad de Barcelona, Ministerio de Economía y Competitividad (España), Comunidad de Madrid, La Caixa, and Generalitat de Catalunya
- Subjects
Cell Nucleus ,Histone variants ,DNA Repair ,Poly (ADP-Ribose) Polymerase-1 ,Eukaryota ,NAD ,Metabolisme ,Chromatin ,Cromatina ,Histones ,Metabolism ,Structural Biology ,Humans ,Energy Metabolism ,Molecular Biology ,X-ray crystallography - Abstract
NAD metabolism is essential for all forms of life. Compartmental regulation of NAD consumption, especially between the nucleus and the mitochondria, is required for energy homeostasis. However, how compartmental regulation evolved remains unclear. In the present study, we investigated the evolution of the macrodomain-containing histone variant macroH2A1.1, an integral chromatin component that limits nuclear NAD consumption by inhibiting poly(ADP-ribose) polymerase 1 in vertebrate cells. We found that macroH2A originated in premetazoan protists. The crystal structure of the macroH2A macrodomain from the protist Capsaspora owczarzaki allowed us to identify highly conserved principles of ligand binding and pinpoint key residue substitutions, selected for during the evolution of the vertebrate stem lineage. Metabolic characterization of the Capsaspora lifecycle suggested that the metabolic function of macroH2A was associated with nonproliferative stages. Taken together, we provide insight into the evolution of a chromatin element involved in compartmental NAD regulation, relevant for understanding its metabolism and potential therapeutic applications., For technical support, we thank the research service facilities of IJC and IGTP, the Crystallization Facility of the Max Planck Institute of Biochemistry, the ICTS NMR facility from the Scientific and Technological Centres of the University of Barcelona and Biophysics Core Facility of BMC-LMU. I.G. was a fellow of the Marie Skłodowska Curie Training network ‘ChroMe’ (H2020-MSCA-ITN-2015-675610, awarded to M.B. and A.G.L.). The project was further supported by national grants (nos. RTI2018-094005-B-I00 and BFU2015-66559-P from FEDER/Ministerio de Ciencia e Innovación—Agencia Estatal de Investigación to M.B.). Research in the participating labs was further supported by the following grants: the Marie Skłodowska Curie Training network ‘INTERCEPT-MDS’ no. H2020-MSCA-ITN-2020-953407 (to M.B.), MINECO-ISCIII no. PIE16/00011 (to M.B.); the Deutsche José Carreras Leukämie Stiftung DJCLS (no. 14R/2018 to M.B.), AGAUR (no. 2017-SGR-305 to M.B.), Fundació La Marató de TV3 (no. 257/C/2019 to M.B.), German Research Foundation Project (ID 213249687—SFB 1064 and Project ID 325871075—SFB 1309 to A.G.L.), the Spanish Ministry of Science (PID2019-110183RB-C21 to A.R.M.), Community of Madrid (P2018/BAA-4343-ALIBIRD2020-CM to A.R.M), Ramón Areces Foundation (to A.R.M.), National Science Foundation (EF-1921402 to J.M.E.L.), 2015 International Doctoral Fellowship La Caixa-Severo Ochoa (to M.F.V.), Marie Skłodowska-Curie Individual Fellowship (no. 747789 to M.M.L.), Juan de la Cierva-Incorporación (IJC2018-036657-I to M.M.L., ERC-2012-CoG-616960 to I.R.T.), MINECO (BFU2017-90114-P to I.R.T.), AGAUR (2017-SGR-324 to X.S.) and MINECO (BIO2015-70092-R and ERC-2014-CoG-648201 to X.S.). Research at the IJC is supported by the ‘La Caixa’ Foundation, Fundació Internacional Josep Carreras, Celgene Spain and the CERCA Programme/Generalitat de Catalunya.
- Published
- 2021
8. 3D chromatin remodelling in the germ line modulates genome evolutionary plasticity
- Author
-
Lucía Álvarez-González, Frances Burden, Dadakhalandar Doddamani, Roberto Malinverni, Emma Leach, Cristina Marín-García, Laia Marín-Gual, Albert Gubern, Covadonga Vara, Andreu Paytuví-Gallart, Marcus Buschbeck, Peter J. I. Ellis, Marta Farré, and Aurora Ruiz-Herrera
- Subjects
Male ,Multidisciplinary ,Genome ,General Physics and Astronomy ,General Chemistry ,Chromatin Assembly and Disassembly ,General Biochemistry, Genetics and Molecular Biology ,Chromatin ,QH301 ,Meiosis ,Mice ,Germ Cells ,QH324.2 ,Animals ,DNA Breaks, Double-Stranded ,Spermatogenesis ,QH426 - Abstract
The role of genome folding in the heritability and evolvability of structural variations is not well understood. Here the authors investigate the impact of the three-dimensional genome topology of germ cells in the formation and transmission of gross structural genomic changes detected from comparing whole-genome sequences of 14 rodent species. Chromosome folding has profound impacts on gene regulation, whose evolutionary consequences are far from being understood. Here we explore the relationship between 3D chromatin remodelling in mouse germ cells and evolutionary changes in genome structure. Using a comprehensive integrative computational analysis, we (i) reconstruct seven ancestral rodent genomes analysing whole-genome sequences of 14 species representatives of the major phylogroups, (ii) detect lineage-specific chromosome rearrangements and (iii) identify the dynamics of the structural and epigenetic properties of evolutionary breakpoint regions (EBRs) throughout mouse spermatogenesis. Our results show that EBRs are devoid of programmed meiotic DNA double-strand breaks (DSBs) and meiotic cohesins in primary spermatocytes, but are associated in post-meiotic cells with sites of DNA damage and functional long-range interaction regions that recapitulate ancestral chromosomal configurations. Overall, we propose a model that integrates evolutionary genome reshuffling with DNA damage response mechanisms and the dynamic spatial genome organisation of germ cells.
- Published
- 2021
9. DNA methylation profile in chronic myelomonocytic leukemia associates with distinct clinical, biological and genetic features
- Author
-
Montserrat Arnan, Roberto Malinverni, Marta Cabezón, Francesc Solé, Helena Pomares, Evarist Feliu, Rosa Coll, Blanca Xicoy, Marcus Buschbeck, Francisco Fuster-Tormo, Lurdes Zamora, Javier Grau, Laura Palomo, and Olga García
- Subjects
Male ,0301 basic medicine ,Cancer Research ,Chronic myelomonocytic leukemia ,Kaplan-Meier Estimate ,Biology ,medicine.disease_cause ,Disease-Free Survival ,Dioxygenases ,Epigenesis, Genetic ,03 medical and health sciences ,0302 clinical medicine ,Proto-Oncogene Proteins ,medicine ,Humans ,Epigenetics ,Molecular Biology ,Gene ,Aged ,Oligonucleotide Array Sequence Analysis ,Genetics ,TET2 ,Mutation ,DNA methylation ,Gene Expression Regulation, Leukemic ,Leukemia, Myelomonocytic, Chronic ,Methylation ,DNA Methylation ,Prognosis ,medicine.disease ,Research Papers ,Chromatin ,hypermethylation ,DNA-Binding Proteins ,genomic DNA ,030104 developmental biology ,Case-Control Studies ,030220 oncology & carcinogenesis ,Female ,prognosis - Abstract
Chromosomal abnormalities are detected in 20–30% of patients with chronic myelomonocytic leukemia (CMML) and correlate with prognosis. On the mutation level, disruptive alterations are particularly frequent in chromatin regulatory genes. However, little is known about the consequential alterations in the epigenetic marking of the genome. Here, we report the analysis of genomic DNA methylation patterns of 64 CMML patients and 10 healthy controls, using a DNA methylation microarray focused on promoter regions. Differential methylation analysis between patients and controls allowed us to identify abnormalities in DNA methylation, including hypermethylation of specific genes and large genome regions with aberrant DNA methylation. Unsupervised hierarchical cluster analysis identified two main clusters that associated with the clinical, biological, and genetic features of patients. Group 1 was enriched in patients with adverse clinical and biological characteristics and poorer overall and progression-free survival. In addition, significant differences in DNA methylation were observed between patients with low risk and intermediate/high risk karyotypes and between TET2 mutant and wild type patients. Taken together, our results demonstrate that altered DNA methylation patterns reflect the CMML disease state and allow to identify patient groups with distinct clinical features.
- Published
- 2018
10. Polycomb protein RING1A limits hematopoietic differentiation in myelodysplastic syndromes
- Author
-
Marcus Buschbeck, Anne Kathrin Garz, Tomàs Navarro, Jeannine Diesch, Katrina M. Lappin, Andreas Lennartsson, Roberto Malinverni, Raquel Casquero, Johannes Zuber, Ken I. Mills, Anabel Zwick, Anna Palau, Vanesa Valero, and Katharina Götze
- Subjects
0301 basic medicine ,Cellular differentiation ,CD34 ,macromolecular substances ,Biology ,epigenetic regulation ,03 medical and health sciences ,0302 clinical medicine ,hemic and lymphatic diseases ,medicine ,Molecular pathology ,Myelodysplastic syndromes ,EZH2 ,Cancer ,polycomb repressive complexes ,medicine.disease ,myelodysplastic syndromes ,3. Good health ,ddc ,hematopoietic stem cells ,cellular differentiation ,Haematopoiesis ,030104 developmental biology ,Oncology ,030220 oncology & carcinogenesis ,Cancer research ,Stem cell ,Research Paper - Abstract
// Anna Palau 1, 2, 6 , Anne-Kathrin Garz 3, 4 , Jeannine Diesch 1 , Anabel Zwick 3 , Roberto Malinverni 1 , Vanesa Valero 1 , Katrina Lappin 5 , Raquel Casquero 1, 2 , Andreas Lennartsson 6 , Johannes Zuber 7 , Tomas Navarro 1, 8 , Ken I. Mills 5 , Katharina S. Gotze 3, 4 and Marcus Buschbeck 1, 2 1 Josep Carreras Leukaemia Research Institute, Campus ICO-Germans Trias i Pujol, Universitat Autonoma de Barcelona, Badalona, Spain 2 Program for Predictive and Personalized Medicine of Cancer, Germans Trias i Pujol Research Institute (PMPPC-IGTP), Badalona, Spain 3 Department of Medicine III, Klinikum rechts der Isar, Technische Universitat Munchen, Munich, Germany 4 German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany 5 Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, United Kingdom 6 Current address: Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden 7 Research Institute of Molecular Pathology (IMP), Vienna Biocenter (VBC), Vienna, Austria 8 Clinical Hematology Department, ICO-Hospital GermansTrias i Pujol, Universitat Autonoma de Barcelona, Badalona, Spain Correspondence to: Marcus Buschbeck, email: mbuschbeck@carrerasresearch.org Katharina S. Gotze, email: katharina.goetze@tum.de Keywords: myelodysplastic syndromes; polycomb repressive complexes; epigenetic regulation; hematopoietic stem cells; cellular differentiation Received: April 04, 2017 Accepted: November 11, 2017 Published: December 01, 2017 ABSTRACT Genetic lesions affecting epigenetic regulators are frequent in myelodysplastic syndromes (MDS). Polycomb proteins are key epigenetic regulators of differentiation and stemness that act as two multimeric complexes termed polycomb repressive complexes 1 and 2, PRC1 and PRC2, respectively. While components and regulators of PRC2 such as ASXL1 and EZH2 are frequently mutated in MDS and AML, little is known about the role of PRC1. To analyze the role of PRC1, we have taken a functional approach testing PRC1 components in loss- and gain-of-function experiments that we found overexpressed in advanced MDS patients or dynamically expressed during normal hematopoiesis. This approach allowed us to identify the enzymatically active component RING1A as the key PRC1 component in hematopoietic stem cells and MDS. Specifically, we found that RING1A is expressed in CD34 + bone marrow progenitor cells and further overexpressed in high-risk MDS patients. Knockdown of RING1A in an MDS-derived AML cell line facilitated spontaneous and retinoic acid-induced differentiation. Similarly, inactivation of RING1A in primary CD34 + cells augmented erythroid differentiation. Treatment with a small compound RING1 inhibitor reduced the colony forming capacity of CD34 + cells from MDS patients and healthy controls. In MDS patients higher RING1A expression associated with an increased number of dysplastic lineages and blasts. Our data suggests that RING1A is deregulated in MDS and plays a role in the erythroid development defect.
- Published
- 2017
11. Copy number profiling of adult relapsed B-cell precursor acute lymphoblastic leukemia reveals potential leukemia progression mechanisms
- Author
-
Jordi Esteve, Jordi Ribera, Joaquin Martinez-Lopez, Carmen Martinez-Losada, Evarist Feliu, Lourdes Escoda, Montserrat Batlle, Mireia Morgades, Eulàlia Genescà, Mar Tormo, Ramon Guardia, Mar Mallo, Neus Solanes, Roberto Malinverni, Jordi Juncà, Francesc Solé, Marta Pratcorona, Santiago Mercadal, Isabel Granada, Lurdes Zamora, Josep-Maria Ribera, and Susana Vives
- Subjects
Adult ,Male ,0301 basic medicine ,Cancer Research ,DNA Copy Number Variations ,Cell Cycle Proteins ,Ataxia Telangiectasia Mutated Proteins ,Biology ,Bioinformatics ,Somatic evolution in cancer ,Ikaros Transcription Factor ,03 medical and health sciences ,Recurrence ,CDKN2A ,Gene Duplication ,Gene duplication ,Leukemia, B-Cell ,Genetics ,medicine ,Cyclin-Dependent Kinase Inhibitor p18 ,Humans ,Multiplex ligation-dependent probe amplification ,Cyclin-Dependent Kinase Inhibitor p16 ,B cell ,Cyclin-Dependent Kinase Inhibitor p15 ,Histone Demethylases ,Proto-Oncogene Proteins c-ets ,PAX5 Transcription Factor ,Nuclear Proteins ,Antigens, Nuclear ,Middle Aged ,medicine.disease ,Repressor Proteins ,Leukemia ,ETV6 ,030104 developmental biology ,medicine.anatomical_structure ,Cancer research ,Female ,PAX5 ,Tumor Suppressor Protein p53 - Abstract
The outcome of relapsed adult acute lymphoblastic leukemia (ALL) remains dismal despite new therapeutic approaches. Previous studies analyzing relapse samples have shown a high degree of heterogeneity regarding gene alterations without an evident relapse signature. Bone marrow or peripheral blood samples from 31 adult B-cell precursor ALL patients at first relapse, and 21 paired diagnostic samples were analyzed by multiplex ligation probe-dependent amplification (MLPA). Nineteen paired diagnostic and relapse samples of these 21 patients were also analyzed by SNP arrays. A trend to acquire homozygous CDKN2A/B deletions and a significant increase in the number of copy number alterations (CNA) was observed from diagnosis to first relapse. Evolution from an ancestral clone was the main pattern of clonal evolution. Relapse samples were extremely heterogeneous regarding CNA frequencies. However, CDKN2A/B, PAX5, ETV6, ATM, IKZF1, VPREB1, and TP53 deletions and duplications of 1q, 8q, 17q, 21, X/Y PAR1, and Xp were frequently detected at relapse. Duplications of genes involved in cell proliferation, drug resistance and stem cell homeostasis regulation, as well as deletions of KDM6A and STAG2 genes emerged as specific alterations at relapse. Genomics of relapsed adult B-cell precursor ALL is highly heterogeneous, although some recurrent lesions involved in essential pathways deregulation were frequently observed. Selective and simultaneous targeting of these deregulated pathways may improve the results of current salvage therapies.
- Published
- 2017
12. A cellular model reflecting the phenotypic heterogeneity of mutantHRASdriven squamous cell carcinoma
- Author
-
Stephen J. Goldie, Neus Cantariño, Eva Musulen, M. Teresa Fernández-Figueras, Sonia Vanina Forcales, Vanesa Valero, Juan Martín-Caballero, Isabel Granada, Roberto Malinverni, Marcus Buschbeck, and Julien Douet
- Subjects
0301 basic medicine ,Cancer Research ,Oncogene ,Tumour heterogeneity ,Genetic heterogeneity ,Cell ,Biology ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,medicine.anatomical_structure ,Oncology ,Cell culture ,030220 oncology & carcinogenesis ,Cancer research ,medicine ,Telomerase reverse transcriptase ,HRAS ,Cellular model - Abstract
Squamous cell carcinomas have a range of histopathological manifestations. The parameters that determine this clinically observed heterogeneity are not fully understood. Here, we report the generation of a cell culture model that reflects part of this heterogeneity. We have used the catalytic subunit of human telomerase hTERT and large T to immortalize primary UV-unexposed keratinocytes. Then, mutant HRAS G12V has been introduced to transform these immortal keratinocytes. When injected into immunosuppressed mice, transformed cells grew as xenografts with distinct histopathological characteristics. We observed three major tissue architectures: solid, sarcomatoid and cystic growth types, which were primarily composed of pleomorphic and basaloid cells but in some cases displayed focal apocrine differentiation. We demonstrate that the cells generated represent different stages of skin cancerogenesis and as such can be used to identify novel tumor-promoting alterations such as the overexpression of the PADI2 oncogene in solid-type SCC. Importantly, the cultured cells maintain the characteristics from the xenograft they were derived from while being amenable to manipulation and analysis. The availability of cell lines representing different clinical manifestations opens a new tool to study the stochastic and deterministic factors that cause case-to-case heterogeneity despite departing from the same set of oncogenes and the same genetic background.
- Published
- 2016
13. Barcelona conference on epigenetics and cancer 2015: Coding and non-coding functions of the genome
- Author
-
David Corujo, Roberto Malinverni, Luciano Di Croce, Marcus Buschbeck, and Gloria Mas
- Subjects
0301 basic medicine ,Genetics ,Cancer Research ,RNA, Untranslated ,Nuclear organization ,Polycomb-Group Proteins ,Library science ,Meeting Report ,Congresses as Topic ,Biology ,Genome ,Epigenesis, Genetic ,Histones ,03 medical and health sciences ,030104 developmental biology ,Spain ,Neoplasms ,Animals ,Humans ,Epigenetics ,Molecular Biology ,Histone variants - Abstract
The Barcelona Conference on Epigenetics and Cancer (BCEC) entitled "Coding and Non-Coding functions of the Genome" took place October 29-30, 2015 in Barcelona. The 2015 BCEC was the third edition of a series of annual conferences jointly organized by 5 leading research centers in Barcelona together with B-Debate, an initiative of BioCat. Luciano Di Croce from the Center for Genomic Regulation and Marcus Buschbeck from the Josep Carreras Leukemia Research Institute put together the scientific program with a particular focus on the role of non-coding RNAs in enhancer regulation, epigenetic control by Polycomb complexes, histone variants, and nuclear organization. In one and a half days, 22 talks and 56 posters were presented to an audience of 215 participants.
- Published
- 2016
14. ALL-257: Unraveling IKZF1 Deletion Therapeutic Vulnerabilities in Adult B-Cell Precursor Acute Lymphoblastic Leukemia
- Author
-
Roberto Malinverni, Joaquin Martinez-Lopez, Santiago Mercadal, Lourdes Escoda, Isabel Granada, Jordi Esteve, Inés Gómez-Seguí, Eduardo Cerello Chapchap, Susana Barrena, Lurdes Zamora, Eulàlia Genescà, Francesc Solé, Mireia Morgades, Alberto Orfao, Marcus Buschbeck, Evarist Feliu, Pere Barba, Marta Pratcorona, Jordi Ribera, Josep F. Nomdedeu, Juana Ciudad, Jesús María Hernández-Rivas, Olga García, Josep-Maria Ribera, Neus Ruiz-Xivillé, Nuri de Haro, Mar Tormo, Celia González-Gil, Mar Mallo, Susana Vives, Montserrat Batlle, Pau Montesinos, Anna Torrent, José González-Campos, and Rosa Coll
- Subjects
Cancer Research ,business.industry ,Retinoic acid ,Wnt signaling pathway ,Context (language use) ,Hematology ,chemistry.chemical_compound ,Cyclin D1 ,medicine.anatomical_structure ,Oncology ,chemistry ,Gene expression ,Cancer research ,Medicine ,Stem cell ,business ,Gene ,B cell - Abstract
Context IKZF1 (Ikaros) deletion has been proposed as a poor prognostic factor in B-cell precursor acute lymphoblastic leukemia (BCP ALL) in children and adults. Objective To analyze the frequency and prognostic impact of IKZF1 deletions in adult BCP ALL patients. To identify the IKZF1 gene expression signature to find patients with different deletion isoforms and therapeutic opportunities. Patients and methods MLPA or SNP array samples of 151 (109 Ph-negative and 42 Ph+) adult BCP ALL patients treated with MRD-oriented protocols from the PETHEMA Group. RNAseq was performed in 48 of them (27 Ph-negative and 21 Ph+). Results Median age was 40 [15–72] years. Ph+ patients showed older age (52 [20;72] vs. 36 [15;68] years, p 1.5 in RNAseq data analysis, we identified a robust IKZF1 deletion gene expression profile. This resulted in 119 significantly upregulated genes after multi-comparison adjustment (i.e. CCND1, LAMA3, SLC2A9, SNAI1, LDHC, CD34, ID3, CDH2, MAF) and 39 downregulated genes (i.e. ROBO1, HES6, KREMEN1, DHCR24, ABHD15). Downregulated genes were involved in Slit/Robo/EMT, Notch, Wnt/beta-catenin, and glucose and fatty acid metabolism pathways, while upregulated genes were involved in focal adhesion, ROS homeostasis, histone modification, anaerobic metabolism, stem cell quiescence, and IL-6/STAT pathways. A significant number of dysregulated gene targets of chemotherapeutic agents (retinoic acid, doxorubicin, cisplatin, gemcitabine) and targeted therapies, such as FAKi, ERKi, BCL2i, mTORi, JAKi, BRKi, EGFRi and CDKi, were identified. Conclusions Adult BCP ALL patients with IKZF1 partial gene deletions showed poor prognosis. Gene expression analysis enables the identification of potentially targetable lesions. Funding Supported in part by a grant from the Instituto de Salud Carlos III, Ministerio de Economia y Competividad, Spain (PI14/01971); 2017 SGR288 (GRC) Generalitat de Catalunya; and support from CERCA Programme/Generalitat de Catalunya, Fundacio Internacional Josep Carreras. The research leading to this invention has received funding from “la Caixa” Foundation.
- Published
- 2020
15. Direct modulation of the bone marrow mesenchymal stromal cell compartment by azacitidine enhances healthy hematopoiesis
- Author
-
Charlotta Pagel, Roberto Malinverni, Sonja Grath, Catharina Wenk, Denis Witham, Christopher B. Mulholland, Michèle Kyncl, Marcus Buschbeck, Klaus H. Metzeler, Marie Weickert, Julia Niggemeyer, Katharina Götze, Judith S. Hecker, Anne-Kathrin Garz, Robert A.J. Oostendorp, Christina Huberle, Catharina Müller-Thomas, Heinrich Leonhardt, and Florian Bassermann
- Subjects
0301 basic medicine ,Adult ,Male ,Stromal cell ,Cell Survival ,Azacitidine ,Bone Marrow Cells ,Biology ,Immunophenotyping ,Transforming Growth Factor beta1 ,03 medical and health sciences ,Young Adult ,Osteogenesis ,hemic and lymphatic diseases ,medicine ,Humans ,heterocyclic compounds ,Gene Regulatory Networks ,Progenitor cell ,neoplasms ,Aged ,Aged, 80 and over ,Myeloid Neoplasia ,Adipogenesis ,Mesenchymal stem cell ,Cell Differentiation ,Mesenchymal Stem Cells ,Hematology ,Middle Aged ,Hematopoiesis ,Haematopoiesis ,stomatognathic diseases ,030104 developmental biology ,medicine.anatomical_structure ,Hypomethylating agent ,Myelodysplastic Syndromes ,Cancer research ,Female ,Bone marrow ,Epigenetic therapy ,medicine.drug - Abstract
Mesenchymal stromal cells (MSCs) are crucial components of the bone marrow (BM) microenvironment essential for regulating self-renewal, survival, and differentiation of hematopoietic stem/progenitor cells (HSPCs) in the stem cell niche. MSCs are functionally altered in myelodysplastic syndromes (MDS) and exhibit an altered methylome compared with MSCs from healthy controls, thus contributing to disease progression. To determine whether MSCs are amenable to epigenetic therapy and if this affects their function, we examined growth, differentiation, and HSPC-supporting capacity of ex vivo–expanded MSCs from MDS patients in comparison with age-matched healthy controls after direct treatment in vitro with the hypomethylating agent azacitidine (AZA). Strikingly, we find that AZA exerts a direct effect on healthy as well as MDS-derived MSCs such that they favor support of healthy over malignant clonal HSPC expansion in coculture experiments. RNA-sequencing analyses of MSCs identified stromal networks regulated by AZA. Notably, these comprise distinct molecular pathways crucial for HSPC support, foremost extracellular matrix molecules (including collagens) and interferon pathway components. Our study demonstrates that the hypomethylating agent AZA exerts its antileukemic activity in part through a direct effect on the HSPC-supporting BM niche and provides proof of concept for the therapeutic potential of epigenetic treatment of diseased MSCs. In addition, our comprehensive data set of AZA-sensitive gene networks represents a valuable framework to guide future development of targeted epigenetic niche therapy in myeloid malignancies such as MDS and acute myeloid leukemia.
- Published
- 2018
- Full Text
- View/download PDF
16. MacroH2A1.1 regulates mitochondrial respiration by limiting nuclear NAD+ consumption
- Author
-
Andreas G. Ladurner, Pablo M. Garcia-Roves, Melanija Posavec Marjanović, Iva Guberovic, Roberto Malinverni, Mònica Suelves, J. Andrew Pospisilik, Oscar Yanes, Pau Gama-Perez, Vanesa Valero, David Corujo, Hélène Delage, Ivan Ahel, Maximilian Lassi, Raffaele Teperino, Miriam Navarro, Sarah Hurtado-Bagès, Julien Douet, Philippe Bouvet, Marcus Buschbeck, Laboratoire Joliot Curie, École normale supérieure - Lyon (ENS Lyon)-Centre National de la Recherche Scientifique (CNRS), Universitat Autònoma de Barcelona (UAB), Génétique, Reproduction et Développement (GReD), Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne [2017-2020] (UCA [2017-2020])-Institut National de la Santé et de la Recherche Médicale (INSERM), Department of Physiological Chemistry, Butenandt Institute and Biomedical Center-Ludwig Maximilians University of Munich, Institute of Molecular Biotechnology, Austrian Academy of Sciences (OeAW), École normale supérieure de Lyon (ENS de Lyon)-Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Clermont Auvergne [2017-2020] (UCA [2017-2020])-Centre National de la Recherche Scientifique (CNRS), Butenandt Institute and Biomedical Center-Ludwig-Maximilians University [Munich] (LMU), and Universitat de Barcelona
- Subjects
0301 basic medicine ,Cellular respiration ,Cellular differentiation ,[SDV]Life Sciences [q-bio] ,Cell Respiration ,Biology ,Muscle Development ,Cell nuclei ,Article ,Mitocondris ,Histones ,Mice ,03 medical and health sciences ,Structural Biology ,histone variant macroH2A ,subcellular compartmentation ,epigenetic regulator ,stem-cells ,metabolism ,activation ,isoforms ,poly(adp-ribose) ,transcription ,chromatin ,Animals ,Nucleosome ,Epigenetics ,Histone variants ,[SDV.BBM]Life Sciences [q-bio]/Biochemistry, Molecular Biology ,[SDV.BBM.BC]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Biochemistry [q-bio.BM] ,Molecular Biology ,Cell Nucleus ,Regulation of gene expression ,Gene Expression Regulation, Developmental ,NAD ,Expressió gènica ,Metabolisme ,Chromatin ,Cell biology ,Mitochondria ,[SDV.BBM.BC]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Biomolecules [q-bio.BM] ,030104 developmental biology ,Histone ,Glycerol-3-phosphate dehydrogenase ,Metabolism ,Biochemistry ,biology.protein ,Nuclis cel·lulars ,NAD+ kinase ,Gene expression - Abstract
Nature Structural & Molecular Biology Article Print Share/bookmark MacroH2A1.1 regulates mitochondrial respiration by limiting nuclear NAD+ consumption Melanija Posavec Marjanović, Sarah Hurtado-Bagès, Maximilian Lassi, Vanesa Valero, Roberto Malinverni, Hélène Delage, Miriam Navarro, David Corujo, Iva Guberovic, Julien Douet, Pau Gama-Perez, Pablo M Garcia-Roves, Ivan Ahel, Andreas G Ladurner, Oscar Yanes, Philippe Bouvet, Mònica Suelves, Raffaele Teperino, J Andrew Pospisilik & Marcus Buschbeck Affiliations Contributions Corresponding authors Nature Structural & Molecular Biology (2017) doi:10.1038/nsmb.3481 Received 07 March 2017 Accepted 13 September 2017 Published online 09 October 2017 Article tools PDF Citation Rights & permissions Article metrics Abstract Abstract• Introduction• Results• Discussion• Methods• Additional information• Accession codes• References• Acknowledgments• Author information• Supplementary information Histone variants are structural components of eukaryotic chromatin that can replace replication-coupled histones in the nucleosome. The histone variant macroH2A1.1 contains a macrodomain capable of binding NAD+-derived metabolites. Here we report that macroH2A1.1 is rapidly induced during myogenic differentiation through a switch in alternative splicing, and that myotubes that lack macroH2A1.1 have a defect in mitochondrial respiratory capacity. We found that the metabolite-binding macrodomain was essential for sustained optimal mitochondrial function but dispensable for gene regulation. Through direct binding, macroH2A1.1 inhibits basal poly-ADP ribose polymerase 1 (PARP-1) activity and thus reduces nuclear NAD+ consumption. The resultant accumulation of the NAD+ precursor NMN allows for maintenance of mitochondrial NAD+ pools that are critical for respiration. Our data indicate that macroH2A1.1-containing chromatin regulates mitochondrial respiration by limiting nuclear NAD+ consumption and establishing a buffer of NAD+ precursors in differentiated cells.
- Published
- 2017
- Full Text
- View/download PDF
17. regioneR: an R/Bioconductor package for the association analysis of genomic regions based on permutation tests
- Author
-
Roberto Malinverni, Miguel A. Peinado, Marcus Buschbeck, Bernat Gel, Eduard Serra, and Anna Díez-Villanueva
- Subjects
Statistics and Probability ,Theoretical computer science ,Relation (database) ,Computer science ,Genomics ,computer.software_genre ,Biochemistry ,Genome ,Set (abstract data type) ,Bioconductor ,Permutation ,Genetic variation ,Humans ,Molecular Biology ,Epigenomics ,Genetic association ,Genome, Human ,Genetic Variation ,Molecular Sequence Annotation ,Sequence Analysis, DNA ,Genome Analysis ,Applications Notes ,Computer Science Applications ,Computational Mathematics ,Computational Theory and Mathematics ,Programming Languages ,Human genome ,Data mining ,computer ,Software - Abstract
Motivation: Statistically assessing the relation between a set of genomic regions and other genomic features is a common challenging task in genomic and epigenomic analyses. Randomization based approaches implicitly take into account the complexity of the genome without the need of assuming an underlying statistical model. Summary: regioneR is an R package that implements a permutation test framework specifically designed to work with genomic regions. In addition to the predefined randomization and evaluation strategies, regioneR is fully customizable allowing the use of custom strategies to adapt it to specific questions. Finally, it also implements a novel function to evaluate the local specificity of the detected association. Availability and implementation: regioneR is an R package released under Artistic-2.0 License. The source code and documents are freely available through Bioconductor (http://www.bioconductor.org/packages/regioneR). Contact: rmalinverni@carrerasresearch.org
- Published
- 2015
18. Mammalian comparative genomics reveals genetic and epigenetic features associated with genome reshuffling in Rodentia
- Author
-
Rosa Ana Sánchez-Guillén, Denis M. Larkin, Laia Capilla, Jacint Ventura, Aurora Ruiz-Herrera, Roberto Malinverni, Marta Farré, and Andreu Paytuví-Gallart
- Subjects
0301 basic medicine ,evolutionary breakpoints ,Lineage (evolution) ,KRAB genes ,epigenome ,Genomics ,Rodentia ,Biology ,Genome ,Rodents ,Epigenesis, Genetic ,Evolution, Molecular ,Evolutionary breakpoints ,03 medical and health sciences ,Chromosome Breakpoints ,Epigenome ,Phylogenetics ,lamina associated domains ,Genetics ,Animals ,Gene ,Ecology, Evolution, Behavior and Systematics ,Comparative genomics ,Recombination, Genetic ,Breakpoint ,Chromatin Assembly and Disassembly ,recombination ,Recombination ,Chromatin ,030104 developmental biology ,Evolutionary biology ,rodents ,Lamina associated domains ,Research Article - Abstract
Understanding how mammalian genomes have been reshuffled through structural changes is fundamental to the dynamics of its composition, evolutionary relationships between species and, in the long run, speciation. In this work, we reveal the evolutionary genomic landscape in Rodentia, the most diverse and speciose mammalian order, by whole-genome comparisons of six rodent species and six representative outgroup mammalian species. The reconstruction of the evolutionary breakpoint regions across rodent phylogeny shows an increased rate of genome reshuffling that is approximately two orders of magnitude greater than in other mammalian species here considered. We identified novel lineage and clade-specific breakpoint regions within Rodentia and analyzed their gene content, recombination rates and their relationship with constitutive lamina genomic associated domains, DNase I hypersensitivity sites and chromatin modifications. We detected an accumulation of protein-coding genes in evolutionary breakpoint regions, especially genes implicated in reproduction and pheromone detection and mating. Moreover, we found an association of the evolutionary breakpoint regions with active chromatin state landscapes, most probably related to gene enrichment. Our results have two important implications for understanding the mechanisms that govern and constrain mammalian genome evolution. The first is that the presence of genes related to species-specific phenotypes in evolutionary breakpoint regions reinforces the adaptive value of genome reshuffling. Second, that chromatin conformation, an aspect that has been often overlooked in comparative genomic studies, might play a role in modeling the genomic distribution of evolutionary breakpoints.
- Published
- 2016
19. Expression profiling of genes involved in the formation of aroma in two peach genotypes
- Author
-
Roberto Malinverni, Marco Severgnini, G. Chietera, Carlo Pozzi, Clarissa Consolandi, Raul Pirona, Barbara Lazzari, Alberto Vecchietti, Andrea Caprera, G. De Bellis, and Laura Rossini
- Subjects
Expressed sequence tag ,biology ,food and beverages ,Ripening ,Plant Science ,General Medicine ,biology.organism_classification ,Norisoprenoids ,Gene expression profiling ,Transcriptome ,Biochemistry ,Secondary metabolism ,Gene ,Ecology, Evolution, Behavior and Systematics ,Aroma - Abstract
The expression profile of flavour-related genes during ripening was investigated in two peach genotypes, Bolero and OroA, which have been selected for their contrasting aroma/ripening behaviour. A new peach microarray containing 4776 oligonucleotide probes corresponding to a set of ESTs specifically enriched in secondary metabolism (μPEACH2.0) was designed to investigate transcriptome changes during three fruit ripening stages, revealing 1807 transcripts differentially expressed within and between the two genotypes. Differences in the expression of genes involved in the biosynthesis of aroma compounds were detected during the ripening process within and between the two genotypes. In particular, a subset of 12 transcripts involved in metabolism of esters, norisoprenoids, phenylpropanoids and lactones, varied in expression during ripening and between Bolero and OroA.
- Published
- 2012
20. Comparative analysis of expressed sequence tags from tissues in ripening stages of peach (Prunus persica L. Batsch)
- Author
-
Alberto Vecchietti, Carlo Pozzi, F. Bianchi, Ilaria Mignani, C. Ortugno, Roberto Malinverni, Andrea Caprera, and Barbara Lazzari
- Subjects
Comparative genomics ,Genetics ,Expressed sequence tag ,Microarray analysis techniques ,food and beverages ,Forestry ,Genomics ,Genome project ,Horticulture ,Biology ,Genome ,Transcriptome ,Molecular Biology ,Gene - Abstract
Expressed sequence tag (EST) represents a resource for gene discovery, genome annotation and comparative genomics in plants. ESTs were derived by sequencing clones from five libraries created from two different fruit tissues (skin and mesocarp), at four ripening stages (from post-allegation to post-climacteric) in three different genotypes of peach (OroA, Bolero and Suncrest). A total of 10,847 EST sequences were produced (dataset A); in addition, 21,857 peach ESTs (dataset B) were obtained from public databases. Clustering and assembly of both datasets gave 17,858 unigenes. Analysis of the sequences allowed the assignment of a putative function to 70.8% of the ESTs. In order to define the relationship among fruit tissues transcriptome, a gene ontology analysis was performed. Differences among organs and among different maturation stages of the same organs were identified in organelle, signal transducer and antioxidant activity. A distance matrix of pairwise correlation coefficients analysis was applied between the libraries. Shoot appeared to outgroup and our analysis proved to be an efficient tool to parallel and complement gene expression studies (for example, based on microarray analysis). We conducted an analysis of the frequency of genes putatively involved in the metabolism of some volatiles, which pointed to a predominant presence of those transcripts in the skin. The metabolic pathways of esters and lactones were selected for further isolation and cloning of key genes. The EST database is available at the web site www.itb.cnr.it/estree.
- Published
- 2008
21. Gene Expression Profiling of Porcine Alveolar Macrophages After Antibody-Mediated Cross-Linking of Sialoadhesin (Sn, Siglec-1)
- Author
-
Alessandra Stella, Roberto Malinverni, Hans Nauwynck, Peter Delputte, Sara Botti, Sem Genini, Elisabetta Giuffra, and Silvia Fiorentini
- Subjects
Sus scrofa ,Biology ,Biochemistry ,Antibodies ,Lectins ,Macrophages, Alveolar ,Sialoadhesin ,Animals ,Humans ,RNA, Messenger ,Molecular Biology ,Oligonucleotide Array Sequence Analysis ,Sialic Acid Binding Immunoglobulin-like Lectins ,Reverse Transcriptase Polymerase Chain Reaction ,Microarray analysis techniques ,Gene Expression Profiling ,Wnt signaling pathway ,Reproducibility of Results ,SIGLEC ,Cell Biology ,Actin cytoskeleton ,Molecular biology ,Transmembrane protein ,Gene expression profiling ,Cross-Linking Reagents ,Gene Expression Regulation ,Signal transduction - Abstract
Sialoadhesin (Sn) is the prototypic member of the Siglecs, a family of receptors mainly involved in cell-cell interactions. For several Siglecs, but not for Sn, intracellular signaling functions have been described. Because antibody-mediated cross-linking of surface transmembrane proteins is a powerful technique to investigate cell-molecular events, Sn expressed on porcine alveolar macrophages (PAM) was cross-linked with the antibody 41D3, and the expression profiles were compared with mock-treated macrophages by microarray analysis. Gene ontology analysis of 479 differentially expressed transcripts identified gene categories related to membrane localization, signal transduction, receptor and communication activities. Analyses of the human KEGG pathway database identified MAP kinase signaling, regulation of actin cytoskeleton, adipocytokine signaling, and wnt signaling as significantly altered pathways, supporting a role for Sn as intracellular signaling molecule. Real-time PCR of a subset of modulated genes confirmed these results and highlighted the reliability of a short-term cross-linking treatment for transcriptomic analysis of receptor functions.
- Published
- 2008
22. The EADGENE Microarray Data Analysis Workshop (Open Access publication)
- Author
-
Peter Dovč, M.H. Pool, Florence Jaffrézic, Daphne Mouzaki, Kim-Anh Lê Cao, R. Closset, Guillemette Marot, Alessandra Stella, D. Waddington, Ronald M. Brunner, Céline Delmas, Li Jiang, C E Channing, Johanne Detilleux, Magali San Cristobal, Luc Janss, Haisheng Nie, Michael Denis Baron, Ina Hulsegge, Michael Watson, Peter Sørensen, Mogens Sandø Lund, Ángeles Jiménez-Marín, Roberto Malinverni, Jakob Hedegaard, Kirsty Jensen, Dirk-Jan de Koning, Henrik Hornshøj, Mónica Pérez-Alegre, Miha Lavric, Eva Pérez-Reinado, Hans-Martin Seyfert, Bart Buitenhuis, and Revues Inra, Import
- Subjects
lcsh:QH426-470 ,Microarray ,Context (language use) ,Genomics ,[SDV.GEN.GA] Life Sciences [q-bio]/Genetics/Animal genetics ,Biology ,03 medical and health sciences ,statistical analysis ,Genetics ,Network of excellence ,Genetics(clinical) ,Ecology, Evolution, Behavior and Systematics ,ComputingMilieux_MISCELLANEOUS ,lcsh:SF1-1100 ,030304 developmental biology ,two colour microarray ,0303 health sciences ,business.industry ,Microarray analysis techniques ,Research ,0402 animal and dairy science ,EADGENE ,04 agricultural and veterinary sciences ,General Medicine ,040201 dairy & animal science ,Data science ,Biotechnology ,Gene expression profiling ,lcsh:Genetics ,[SDV.GEN.GA]Life Sciences [q-bio]/Genetics/Animal genetics ,gene expression ,Animal Science and Zoology ,lcsh:Animal culture ,DNA microarray ,business - Abstract
Microarray analyses have become an important tool in animal genomics. While their use is becoming widespread, there is still a lot of ongoing research regarding the analysis of microarray data. In the context of a European Network of Excellence, 31 researchers representing 14 research groups from 10 countries performed and discussed the statistical analyses of real and simulated 2-colour microarray data that were distributed among participants. The real data consisted of 48 microarrays from a disease challenge experiment in dairy cattle, while the simulated data consisted of 10 microarrays from a direct comparison of two treatments (dye-balanced). While there was broader agreement with regards to methods of microarray normalisation and significance testing, there were major differences with regards to quality control. The quality control approaches varied from none, through using statistical weights, to omitting a large number of spots or omitting entire slides. Surprisingly, these very different approaches gave quite similar results when applied to the simulated data, although not all participating groups analysed both real and simulated data. The workshop was very successful in facilitating interaction between scientists with a diverse background but a common interest in microarray analyses.
- Published
- 2007
23. A cellular model reflecting the phenotypic heterogeneity of mutant HRAS driven squamous cell carcinoma
- Author
-
Neus, Cantariño, M Teresa, Fernández-Figueras, Vanesa, Valero, Eva, Musulén, Roberto, Malinverni, Isabel, Granada, Stephen J, Goldie, Juan, Martín-Caballero, Julien, Douet, Sonia-Vanina, Forcales, and Marcus, Buschbeck
- Subjects
Keratinocytes ,Male ,Gene Expression ,Proto-Oncogene Proteins p21(ras) ,Disease Models, Animal ,Mice ,Cell Transformation, Neoplastic ,Phenotype ,Cell Line, Tumor ,Mutation ,Carcinoma, Squamous Cell ,Animals ,Heterografts ,Humans ,Genetic Association Studies ,Cell Line, Transformed - Abstract
Squamous cell carcinomas have a range of histopathological manifestations. The parameters that determine this clinically observed heterogeneity are not fully understood. Here, we report the generation of a cell culture model that reflects part of this heterogeneity. We have used the catalytic subunit of human telomerase hTERT and large T to immortalize primary UV-unexposed keratinocytes. Then, mutant HRAS G12V has been introduced to transform these immortal keratinocytes. When injected into immunosuppressed mice, transformed cells grew as xenografts with distinct histopathological characteristics. We observed three major tissue architectures: solid, sarcomatoid and cystic growth types, which were primarily composed of pleomorphic and basaloid cells but in some cases displayed focal apocrine differentiation. We demonstrate that the cells generated represent different stages of skin cancerogenesis and as such can be used to identify novel tumor-promoting alterations such as the overexpression of the PADI2 oncogene in solid-type SCC. Importantly, the cultured cells maintain the characteristics from the xenograft they were derived from while being amenable to manipulation and analysis. The availability of cell lines representing different clinical manifestations opens a new tool to study the stochastic and deterministic factors that cause case-to-case heterogeneity despite departing from the same set of oncogenes and the same genetic background.
- Published
- 2015
24. The genome sequence of taurine cattle: A window to ruminant biology and evolution
- Author
-
Heather M Deobald, Gerald R. Fowler, Clay Davis, Judith Herdandez, Donna Maglott, Lin Chen, Gonzalo Rincon, Darren E. Hagen, James T. Warren, Evgenia V. Kriventseva, Ingrid Olsaker, Debora L. Hamernik, Charles Moen, Oliver C. Jann, Yuri Kapustin, Erdogan Memili, Timothy Connelley, Ling Ling Pu, Terhi Iso-Touru, Gemma Marie Payne, Ye Cheng, Amy Egan, Alexandre Reymond, Aniko Sabo, J. Bruce German, Jason R. Grant, Joseph Chacko, Ronnie D. Green, Isabel Kinney Ferreira de Miranda Santos, Raffaele Mazza, A.J. Molenaar, Richard A. Moore, Christian J. Buhay, Henry Song, Cham G. Kumar, Marion L. Greaser, Hasan Khatib, Harris A. Lewin, Olga Ermolaeva, Jonathan V. Sweedler, Steven J.M. Jones, Rosemeire Conceição Parra Pastor, Paul Stothard, Adam J. Colley, Antti Livanainen, Francesca Panzitta, Dan Graur, Aaron Ingham, David L. Adelson, Timothy P. L. Smith, Shirley A. Ellis, Andy Cree, Jingkun Zhang, Carolyn T.A. Herzig, Jason Goodell, Colette A. Abbey, Feng-Qi Zhao, Mimi M. Chandrabose, Ross L. Tellam, Alex Astashyn, Yanru Ren, Laura Elnitski, Bella Mayurkumar Patel, Sem Genini, Lassudara G. Almeida, Jacqueline E. Schein, Theresa Casey, Hanni Salih, José Fernando Garcia, Zhiquan Wang, Carolyn Fitzsimmons, Evan E. Eichler, Ngoc Nguyen, Kaitlin E. Donohue, Ariel Fernando Amadio, Clayton R. Boldt, John C. McEwan, Juan Manuel Anzola, Francisco Câmara, Shoba Ranganathan, Eran Elhaik, Stefan Hiendleder, George M. Weinstock, Lora Lewis, Jeremy F. Taylor, Dimos Kapetis, Andrew J. Roberts, Lee Alexander, Nelida Rodriguez-Osorio, Alexandre Souvorov, Justin C. Lee, Bruce R. Southey, Boris Kiryutin, Michael Holder, Xiang Qin, Warren M. Snelling, Abhirami Ratnakumar, Marcelo Fábio Gouveia Nogueira, Angela K. Walker, Hatam A. Hakimov, Fernando H. Biase, Roderic Guigó, Shannon Dugan-Rocha, Sean McWilliam, Rex Lee Williams, Jacqueline Chrast, Huyen Dinh, Robert C. Edgar, Huaiyang Jiang, Justin T. Reese, John W. Keele, George E. Liu, Yufeng Shen, Jireh Santibanez, Kim C. Worley, Sandra L. Lee, Sari S. Khalil, Marta Hernández, Stephen N. White, Suria M. Bahadue, Changxi Li, Kim D. Pruitt, Kirsty Jensen, C. Michael Dickens, Jung-Woo Choi, Jennifer Harrow, Tatiana A. DeCampos, Richard A. Gibbs, Ryan J. Lozado, Yoshikazu Sugimoto, Sigbjam Lien, Anna K. Bennett, Curtis P. Van Tassell, Eve Devinoy, Gustavo Garcia, R. Baxter, Satyanarayana Rachagani, Kevin K. Lahmers, Stylianos E. Antonarakis, D. Kolbehdari, Cynthia L. Baldwin, Lillian Sando, Darryl L. Hadsell, Elen Anatriello, Ze Cheng, Richard C. Waterman, Paul Havlak, Peter Dove, Laura Sherman, Wes Barris, Imke Tammen, Geoffrey Okwuonu, Jennifer Hume, Denis M. Larkin, Robert D. Schnabel, Zhi-Liang Hu, Evgeny M. Zdobnov, Danielle G. Lemay, Stephanie Bell, Roberto Malinverni, Jiuzhou Song, David Steffen, James M. Reecy, Lynne V. Nazareth, Carlo José Freire de Oliveira, E. Marques, Cody J. Gladney, Donna M. Muzny, Candice L. Brinkmeyer-Larigford, Lakshmi K. Matukumalli, Jan Aerts, Stephen S. Moore, Margaret Morgan, Kim L. McLean, Juan F. Medrano, Felix Kokocinski, Marco A. Marra, Gregory P. Harhay, Frank W. Nicholas, Loren C. Skow, Fiona S. L. Brinkman, Tovah Kerr, Krista L. Fritz, Stacey M. Curry, Charlotte N. Henrichsen, Catherine Ucla, David J. Lynn, Victor V. Solovyev, Natasha E. Romero, Sandra Hines, Joy M. Raison, Alessandra Mara Franzin, Selina Vattathil, Jeffery A. Carroll, Brian P. Dalrymple, Katarzyna Wilczek-Boney, Seongwon Seo, Richard J. Leach, Mireya Plass, Paul Kitts, Kris R. Wunderlich, Bhanu Prakash V.L. Telugu, Gary L. Bennett, Ramatu Ayiesha Gabisi, Ravikiran Donthu, Shalini N. Jhangiani, Rita A. Wright, Mary Qu Yang, Nauman J. Maqbool, W. A. Carvalho, Monique Rijnkels, Yuri Tani Utsunomiya, Charles E. Chappie, John L. Williams, Rob Halgren, Stephen M. J. Searle, A.R.R. Abatepaulo, Thomas Junier, Stephanie D. McKay, Anne G. Rosenwald, David A. Wheeler, Rosemarie Weikard, N. Hastings, Roger T. Stone, Eduardo Eyras, Cerissa Hamilton, Wendy C. Brown, Yan Ding, Ylva Strandberg Lutzow, Matthew Hobbs, Annett Eberlein, Carine Wyss, Jennifer M. Urbanski, Matthew Peter Kent, Lilian P.L. Lau, Dinesh Kumar, Penny K. Riggs, Lawrence B. Schook, Matthew Hitchens, Vandita Joshi, Melissa J. Landrum, Tyler Alioto, Nathan Poslusny, Thomas T. Wheeler, Victor Sapojnikov, Natália F. Martins, San Juana Ruiz, Michael D. MacNeil, Alexandre Rodrigues Caetano, Mario Andres Poli, Catherine Jamis, Masaaki Taniguchi, James E. Womack, William F. Martin, Andrej Razpet, James G. R. Gilbert, Daniel G. Bradley, Readman Chiu, Thomas H. Welsh, Clare A. Gill, Erica Sodergren, Carol G. Chitko-McKown, Hari Prasad Nandakumar, Virpi Ahola, Steve M. Kappes, Jennifer E. Chapin, Sandra Regina Maruyama, John Lopez, Krystin M. Logan, Jonathan A. Green, Laurens G. Wilming, Yue Liu, Antti Iivanainen, Robert A. Holt, Barbara T. Moreno, Marcos De Donato, Christie Kovar, Angela Jolivet Johnson, Carl T. Muntean, Robert Ward, K. James Durbin, Matthew D. Whiteside, Christopher P. Childers, Tad S. Sonstegard, Yin Shin Liu, Bin Zhu, Sameer D. Pant, Ashley J. Waardenberg, André Eggen, D.M. Spurlock, Hsiu Chuan Chen, Le Luo Guan, Sandra L. Rodriguez-Zas, Akiko Takasuga, Daniela D. Moré, Jianqi Yang, Wratko Hlavina, Sheila M. Schmutz, Michael J. Brownstein, Christine G. Elsik, Marvin Diep Dao, Daniel Gerlach, E. Hart, Elsa Chacko, Elizabeth Glass, Libing Shen, Chris P. Verschoor, Eliane P. Cervelatti, Department of Biology, Georgetown University, Department of Animal Science, Texas A&M University [College Station], Livestock Industries, Baylor College of Medicine (BCM), Reymond, Alexandre, Zdobnov, Evgeny, Antonarakis, Stylianos, Ucla, Catherine, Gerlach, Daniel, and Junier, Thomas
- Subjects
Male ,genome sequence ,[SDV]Life Sciences [q-bio] ,ved/biology.organism_classification_rank.species ,Genome ,Genética y Herencia ,Segmental duplication ,2. Zero hunger ,Genetics ,ddc:616 ,0303 health sciences ,Multidisciplinary ,04 agricultural and veterinary sciences ,Bovine genome ,Animals, Domestic ,Proteins/genetics ,Female ,CIENCIAS NATURALES Y EXACTAS ,Sequence analysis ,Evolution ,Biotecnología Agropecuaria ,Molecular Sequence Data ,Tecnología GM, clonación de ganado, selección asistida, diagnósticos, tecnología de producción de biomasa, etc ,Biology ,Synteny ,Article ,Ciencias Biológicas ,Evolution, Molecular ,03 medical and health sciences ,Species Specificity ,Animals ,Humans ,General ,Gene ,030304 developmental biology ,Whole genome sequencing ,ved/biology ,Taurine cattle ,0402 animal and dairy science ,Genetic Variation ,Sequence Analysis, DNA ,040201 dairy & animal science ,Bos taurus ,Alternative Splicing ,MicroRNAs/genetics ,CIENCIAS AGRÍCOLAS ,cattle ,Cattle ,genetic - Abstract
To understand the biology and evolution of ruminants, the cattle genome was sequenced to about sevenfold coverage. The cattle genome contains a minimum of 22,000 genes, with a core set of 14,345 orthologs shared among seven mammalian species of which 1217 are absent or undetected in noneutherian (marsupial or monotreme) genomes. Cattle-specific evolutionary breakpoint regions in chromosomes have a higher density of segmental duplications, enrichment of repetitive elements, and species-specific variations in genes associated with lactation and immune responsiveness. Genes involved in metabolism are generally highly conserved, although five metabolic genes are deleted or extensively diverged from their human orthologs. The cattle genome sequence thus provides a resource for understanding mammalian evolution and accelerating livestock genetic improvement for milk and meat production. Fil: Bovine Genome Sequencing and Analysis Consortium. Bovine Genome Sequencing And Analysis Consortium; Estados Unidos Fil: Amadio, Ariel Fernando. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Santa Fe. Estación Experimental Agropecuaria Rafaela; Argentina Fil: Poli, Mario Andres. Instituto Nacional de Tecnología Agropecuaria. Centro de Investigación en Ciencias Veterinarias y Agronómicas. Instituto de Genética; Argentina
- Published
- 2009
25. Genome-wide transcriptional response of primary alveolar macrophages following infection with porcine reproductive and respiratory syndrome virus
- Author
-
Alessandra Stella, Roberto Malinverni, Sem Genini, Peter Delputte, Hans Nauwynck, María C. Cecere, and Elisabetta Giuffra
- Subjects
Time Factors ,Transcription, Genetic ,Swine ,Porcine Reproductive and Respiratory Syndrome ,Genome, Viral ,Virus Replication ,Polymerase Chain Reaction ,Virus ,Interferon ,Virology ,Macrophages, Alveolar ,medicine ,Medicine and Health Sciences ,Animals ,Porcine respiratory and reproductive syndrome virus ,Gene ,Oligonucleotide Array Sequence Analysis ,Regulation of gene expression ,Innate immune system ,biology ,Animal ,Gene Expression Profiling ,Proteins ,Porcine reproductive and respiratory syndrome virus ,biology.organism_classification ,Gene expression profiling ,Viral replication ,Gene Expression Regulation ,medicine.drug - Abstract
Porcine reproductive and respiratory syndrome is a major cause of economic loss for the swine industry worldwide. Porcine reproductive and respiratory syndrome virus (PRRSV) triggers weak and atypical innate immune responses, but key genes and mechanisms by which the virus interferes with the host innate immunity have not yet been elucidated. In this study, genes that control the response of the main target of PRRSV, porcine alveolar macrophages (PAMs), were profiledin vitrowith a time-course experiment spanning the first round of virus replication. PAMs were obtained from six piglets and challenged with the Lelystad PRRSV strain, and gene expression was investigated using Affymetrix microarrays and real-time PCR. Of the 1409 differentially expressed transcripts identified by analysis of variance, two, five, 25, 16 and 100 differed from controls by a minimum of 1.5-fold at 1, 3, 6, 9 and 12 h post-infection (p.i.), respectively. A PRRSV infection effect was detectable between 3 and 6 h p.i., and was characterized by a consistent downregulation of gene expression, followed by the start of the host innate immune response at 9 h p.i. The expression of beta interferon 1 (IFN-β), but not ofIFN-α, was strongly upregulated, whilst few genes commonly expressed in response to viral infections and/or induced by interferons were found to be differentially expressed. A predominance of anti-apoptotic transcripts (e.g. interleukin-10), a shift towards a T-helper cell type 2 response and a weak upregulation of tumour necrosis factor-αexpression were observed within 12 h p.i., reinforcing the hypotheses that PRRSV has developed sophisticated mechanisms to escape the host defence.
- Published
- 2008
26. A comparative gene index for the white sturgeon Acipenser transmontanus
- Author
-
Valentina Mariani, Roberto Malinverni, Andrea Caprera, Elisabetta Giuffra, and Barbara Lazzari
- Subjects
Expressed sequence tag ,biology ,Takifugu rubripes ,Aquatic Science ,biology.organism_classification ,Genome ,Fishery ,Sturgeon ,Tandem repeat ,Evolutionary biology ,Genetic marker ,Acipenser transmontanus ,Genetics ,Salmo - Abstract
Sturgeons are archaic fishes phylogenetically distinct from Teleosts. They represent an important niche for aquaculture, particularly for the production of caviar and high quality fillets, while many natural populations in various world areas are today threatened by extinction. Knowledge of the sturgeon genome is limited, as it is the case of many other species of interest for fishery, aquaculture and conservation. Sequences from non-normalized libraries of skin and spleen of the American sturgeon (A. transmontanus) produced in our laboratories were analysed via a bioinformatic procedure, and compared to similar resources available for three Teleost species. Data collected during the analyses were stored in a database - the Sturgeon database (db) - that can be queried via a web interface. The Sturgeon db contains a total of 16,404 sequences from Acipenser transmontanus, Ictalurus punctatus, Salmo salar and Takifugu rubripes, each specie being represented by expressed sequence tags (ESTs) from skin and spleen. Data contained in the database are the results of a number of analyses that mostly focus on sequence annotation and intra- and inter-species comparison. Putative SNP sites, tandem repeats, and sequences matching known protein patterns and motifs were also identified. The Sturgeon db is by now the only online resource dedicated to the analysis of A. transmontanus EST sequences, and represents a starting point for the investigation of the genome of sturgeons from a physiological perspective; it will be used to identify polymorphic markers to study, for example, fish pathologies or to survey fish disease resistance, and to produce gene expression arrays. Introduction of sequences from other species in the analysis pipeline allowed inter-species comparisons of transcripts distribution in Gene Ontology categories, as well as orthologs identification, despite the high sturgeon phylogenetic distance from other fish species. As a result of the EST analysis procedure, 1058 sturgeon novel unigenes were identified.
- Published
- 2007
27. Analysis of the real EADGENE data set: Comparison of methods and guidelines for data normalisation and selection of differentially expressed genes (Open Access publication)
- Author
-
M.H. Pool, Evert M. van Schothorst, Dirk-Jan de Koning, Sébastien Déjean, D. Waddington, Wolfram Petzl, Peter Dovč, Peter Sørensen, Guillemette Marot, Gwenola Tosser-Klopp, Roberto Malinverni, Haisheng Nie, Kim-Anh Lê Cao, Agnès Bonnet, Johanne Detilleux, Michael Watson, Jean-Louis Foulley, Magali San Cristobal, Luc Janss, Wei Yang, Kirsty Jensen, Florence Jaffrézic, Christèle Robert-Granié, Ina Hulsegge, Holm Zerbe, Hans-Martin Seyfert, Paul J Boettcher, Henrik Hornshøj, Bart Buitenhuis, Mogens Sandø Lund, Mylène Duval, R. Closset, Céline Delmas, Li Jiang, Alessandra Stella, Hans-Joachim Schuberth, Jakob Hedegaard, Miha Lavric, and Revues Inra, Import
- Subjects
differentially expressed genes ,lcsh:QH426-470 ,Microarray ,Genomics ,[SDV.GEN.GA] Life Sciences [q-bio]/Genetics/Animal genetics ,Biology ,Staphylococcal infections ,normalisation ,03 medical and health sciences ,Genetics ,medicine ,Genetics(clinical) ,quality control ,Ecology, Evolution, Behavior and Systematics ,ComputingMilieux_MISCELLANEOUS ,lcsh:SF1-1100 ,030304 developmental biology ,0303 health sciences ,Microarray analysis techniques ,Research ,0402 animal and dairy science ,EADGENE ,04 agricultural and veterinary sciences ,General Medicine ,microarray data ,16. Peace & justice ,medicine.disease ,040201 dairy & animal science ,Data set ,Gene expression profiling ,lcsh:Genetics ,[SDV.GEN.GA]Life Sciences [q-bio]/Genetics/Animal genetics ,Data quality ,mastitis resistance ,Animal Science and Zoology ,lcsh:Animal culture - Abstract
A large variety of methods has been proposed in the literature for microarray data analysis. The aim of this paper was to present techniques used by the EADGENE (European Animal Disease Genomics Network of Excellence) WP1.4 participants for data quality control, normalisation and statistical methods for the detection of differentially expressed genes in order to provide some more general data analysis guidelines. All the workshop participants were given a real data set obtained in an EADGENE funded microarray study looking at the gene expression changes following artificial infection with two different mastitis causing bacteria: Escherichia coli and Staphylococcus aureus. It was reassuring to see that most of the teams found the same main biological results. In fact, most of the differentially expressed genes were found for infection by E. coli between uninfected and 24 h challenged udder quarters. Very little transcriptional variation was observed for the bacteria S. aureus. Lists of differentially expressed genes found by the different research teams were, however, quite dependent on the method used, especially concerning the data quality control step. These analyses also emphasised a biological problem of cross-talk between infected and uninfected quarters which will have to be dealt with for further microarray studies.
- Published
- 2007
28. A Cbx8-Containing Polycomb Complex Facilitates the Transition to Gene Activation during ES Cell Differentiation
- Author
-
Roberto Malinverni, Anna M. Palau, Marcus Buschbeck, Vanesa Valero, and Catherine Creppe
- Subjects
Proteomics ,Transcriptional Activation ,Chromatin Immunoprecipitation ,Cancer Research ,Cellular differentiation ,Polycomb-Group Proteins ,macromolecular substances ,QH426-470 ,Mitochondrial Membrane Transport Proteins ,Histones ,Mice ,Molecular Cell Biology ,Genetics ,Polycomb-group proteins ,Animals ,Ubiquitins ,Molecular Biology ,Cells, Cultured ,Embryonic Stem Cells ,Genetics (clinical) ,Ecology, Evolution, Behavior and Systematics ,ChIA-PET ,Polycomb Repressive Complex 1 ,Regulation of gene expression ,biology ,Chromosome Biology ,Biology and Life Sciences ,Cell Differentiation ,Histone Modification ,Cell Biology ,Embryonic stem cell ,Chromatin ,Up-Regulation ,Cell biology ,Histone ,biology.protein ,Epigenetics ,Chromatin immunoprecipitation ,Gene Deletion ,Protein Binding ,Research Article - Abstract
Polycomb proteins play an essential role in maintaining the repression of developmental genes in self-renewing embryonic stem cells. The exact mechanism allowing the derepression of polycomb target genes during cell differentiation remains unclear. Our project aimed to identify Cbx8 binding sites in differentiating mouse embryonic stem cells. Therefore, we used a genome-wide chromatin immunoprecipitation of endogenous Cbx8 coupled to direct massive parallel sequencing (ChIP-Seq). Our analysis identified 171 high confidence peaks. By crossing our data with previously published microarray analysis, we show that several differentiation genes transiently recruit Cbx8 during their early activation. Depletion of Cbx8 partially impairs the transcriptional activation of these genes. Both interaction analysis, as well as chromatin immunoprecipitation experiments support the idea that activating Cbx8 acts in the context of an intact PRC1 complex. Prolonged gene activation results in eviction of PRC1 despite persisting H3K27me3 and H2A ubiquitination. The composition of PRC1 is highly modular and changes when embryonic stem cells commit to differentiation. We further demonstrate that the exchange of Cbx7 for Cbx8 is required for the effective activation of differentiation genes. Taken together, our results establish a function for a Cbx8-containing complex in facilitating the transition from a Polycomb-repressed chromatin state to an active state. As this affects several key regulatory differentiation genes this mechanism is likely to contribute to the robust execution of differentiation programs., Author Summary Cell fate transitions have long been known to be accompanied by alterations in chromatin structure. But only during the last few years has it become clear that chromatin modifications form the molecular basis of an epigenetic memory that defines cell identity. The Polycomb Group Proteins (PcGs) form two major protein complexes known as polycomb repressive complexes 1 and 2 (PRC1 and PRC2). Their function is essential for the maintenance of transcriptional repression during embryogenesis through the methylation of the lysine 27 on histone H3 and the subsequent ubiquitination of histone H2A. The chromobox homolog 8, Cbx8, which is part of the PRC1 complex, is therefore generally defined as a repressor of gene transcription. The genome wide profiling of Cbx8 during the early steps of mouse embryonic stem (mES) cells differentiation provided us with surprising results involving Cbx8 in gene activation. Our results point out that Cbx8 is part of a PRC1 complex involved in the transition from a Polycomb repressed state to an active state.
- Published
- 2014
29. The EADGENE Microarray Data Analysis Workshop (Open Access publication).
- Author
-
Dirk-Jan de Koning, Florence Jaffrézic, Mogens Lund, Michael Watson, Caroline Channing, Ina Hulsegge, Marco Pool, Bart Buitenhuis, Jakob Hedegaard, Henrik Hornshøj, Li Jiang, Peter Sørensen, Guillemette Marot, Céline Delmas, Kim-Anh Cao, Magali San Cristobal, Michael Baron, Roberto Malinverni, Alessandra Stella, and Ronald Brunner
- Subjects
QUALITY control ,PROBLEM solving ,CLEAN rooms ,QUALITY function deployment - Abstract
Microarray analyses have become an important tool in animal genomics. While their use is becoming widespread, there is still a lot of ongoing research regarding the analysis of microarray data. In the context of a European Network of Excellence, 31 researchers representing 14 research groups from 10 countries performed and discussed the statistical analyses of real and simulated 2-colour microarray data that were distributed among participants. The real data consisted of 48 microarrays from a disease challenge experiment in dairy cattle, while the simulated data consisted of 10 microarrays from a direct comparison of two treatments (dye-balanced). While there was broader agreement with regards to methods of microarray normalisation and significance testing, there were major differences with regards to quality control. The quality control approaches varied from none, through using statistical weights, to omitting a large number of spots or omitting entire slides. Surprisingly, these very different approaches gave quite similar results when applied to the simulated data, although not all participating groups analysed both real and simulated data. The workshop was very successful in facilitating interaction between scientists with a diverse background but a common interest in microarray analyses. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.