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Alsinet C, Primo MN, Lorenzi V, Bello E, Kelava I, Jones CP, Vilarrasa-Blasi R, Sancho-Serra C, Knights AJ, Park JE, Wyspianska BS, Trynka G, Tough DF, Bassett A, Gaffney DJ, Alvarez-Errico D, Vento-Tormo R. Robust temporal map of human in vitro myelopoiesis using single-cell genomics. Nat Commun 2022; 13:2885. [PMID: 35610203 PMCID: PMC9130280 DOI: 10.1038/s41467-022-30557-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 05/06/2022] [Indexed: 11/09/2022] Open
Abstract
Myeloid cells are central to homeostasis and immunity. Characterising in vitro myelopoiesis protocols is imperative for their use in research, immunotherapies, and understanding human myelopoiesis. Here, we generate a >470K cells molecular map of human induced pluripotent stem cells (iPSC) differentiation into macrophages. Integration with in vivo single-cell atlases shows in vitro differentiation recapitulates features of yolk sac hematopoiesis, before definitive hematopoietic stem cells (HSC) emerge. The diversity of myeloid cells generated, including mast cells and monocytes, suggests that HSC-independent hematopoiesis can produce multiple myeloid lineages. We uncover poorly described myeloid progenitors and conservation between in vivo and in vitro regulatory programs. Additionally, we develop a protocol to produce iPSC-derived dendritic cells (DC) resembling cDC2. Using CRISPR/Cas9 knock-outs, we validate the effects of key transcription factors in macrophage and DC ontogeny. This roadmap of myeloid differentiation is an important resource for investigating human fetal hematopoiesis and new therapeutic opportunities.
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Affiliation(s)
- Clara Alsinet
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK. .,Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
| | - Maria Nascimento Primo
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.,Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Valentina Lorenzi
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Erica Bello
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.,Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Iva Kelava
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Carla P Jones
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | | | - Carmen Sancho-Serra
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Andrew J Knights
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Jong-Eun Park
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Korea
| | - Beata S Wyspianska
- Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.,Immunology Research Unit, Medicines Research Centre, GlaxoSmithKline, Stevenage, SG1 2NY, UK
| | - Gosia Trynka
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.,Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - David F Tough
- Immunology Research Unit, Medicines Research Centre, GlaxoSmithKline, Stevenage, SG1 2NY, UK
| | - Andrew Bassett
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.,Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Daniel J Gaffney
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
| | - Damiana Alvarez-Errico
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, 08916, Barcelona, Catalonia, Spain.
| | - Roser Vento-Tormo
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
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2
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Barturen G, Babaei S, Català-Moll F, Martínez-Bueno M, Makowska Z, Martorell-Marugán J, Carmona-Sáez P, Toro-Domínguez D, Carnero-Montoro E, Teruel M, Kerick M, Acosta-Herrera M, Le Lann L, Jamin C, Rodríguez-Ubreva J, García-Gómez A, Kageyama J, Buttgereit A, Hayat S, Mueller J, Lesche R, Hernandez-Fuentes M, Juarez M, Rowley T, White I, Marañón C, Gomes Anjos T, Varela N, Aguilar-Quesada R, Garrancho FJ, López-Berrio A, Rodriguez Maresca M, Navarro-Linares H, Almeida I, Azevedo N, Brandão M, Campar A, Faria R, Farinha F, Marinho A, Neves E, Tavares A, Vasconcelos C, Trombetta E, Montanelli G, Vigone B, Alvarez-Errico D, Li T, Thiagaran D, Blanco Alonso R, Corrales Martínez A, Genre F, López Mejías R, Gonzalez-Gay MA, Remuzgo S, Ubilla Garcia B, Cervera R, Espinosa G, Rodríguez-Pintó I, De Langhe E, Cremer J, Lories R, Belz D, Hunzelmann N, Baerlecken N, Kniesch K, Witte T, Lehner M, Stummvoll G, Zauner M, Aguirre-Zamorano MA, Barbarroja N, Castro-Villegas MC, Collantes-Estevez E, de Ramon E, Díaz Quintero I, Escudero-Contreras A, Fernández Roldán MC, Jiménez Gómez Y, Jiménez Moleón I, Lopez-Pedrera R, Ortega-Castro R, Ortego N, Raya E, Artusi C, Gerosa M, Meroni PL, Schioppo T, De Groof A, Ducreux J, Lauwerys B, Maudoux AL, Cornec D, Devauchelle-Pensec V, Jousse-Joulin S, Jouve PE, Rouvière B, Saraux A, Simon Q, Alvarez M, Chizzolini C, Dufour A, Wynar D, Balog A, Bocskai M, Deák M, Dulic S, Kádár G, Kovács L, Cheng Q, Gerl V, Hiepe F, Khodadadi L, Thiel S, de Rinaldis E, Rao S, Benschop RJ, Chamberlain C, Dow ER, Ioannou Y, Laigle L, Marovac J, Wojcik J, Renaudineau Y, Borghi MO, Frostegård J, Martín J, Beretta L, Ballestar E, McDonald F, Pers JO, Alarcón-Riquelme ME. Integrative Analysis Reveals a Molecular Stratification of Systemic Autoimmune Diseases. Arthritis Rheumatol 2021; 73:1073-1085. [PMID: 33497037 DOI: 10.1002/art.41610] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 12/01/2020] [Indexed: 01/08/2023]
Abstract
OBJECTIVE Clinical heterogeneity, a hallmark of systemic autoimmune diseases, impedes early diagnosis and effective treatment, issues that may be addressed if patients could be classified into groups defined by molecular pattern. This study was undertaken to identify molecular clusters for reclassifying systemic autoimmune diseases independently of clinical diagnosis. METHODS Unsupervised clustering of integrated whole blood transcriptome and methylome cross-sectional data on 955 patients with 7 systemic autoimmune diseases and 267 healthy controls was undertaken. In addition, an inception cohort was prospectively followed up for 6 or 14 months to validate the results and analyze whether or not cluster assignment changed over time. RESULTS Four clusters were identified and validated. Three were pathologic, representing "inflammatory," "lymphoid," and "interferon" patterns. Each included all diagnoses and was defined by genetic, clinical, serologic, and cellular features. A fourth cluster with no specific molecular pattern was associated with low disease activity and included healthy controls. A longitudinal and independent inception cohort showed a relapse-remission pattern, where patients remained in their pathologic cluster, moving only to the healthy one, thus showing that the molecular clusters remained stable over time and that single pathogenic molecular signatures characterized each individual patient. CONCLUSION Patients with systemic autoimmune diseases can be jointly stratified into 3 stable disease clusters with specific molecular patterns differentiating different molecular disease mechanisms. These results have important implications for future clinical trials and the study of nonresponse to therapy, marking a paradigm shift in our view of systemic autoimmune diseases.
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Affiliation(s)
- Guillermo Barturen
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | | | | | - Manuel Martínez-Bueno
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | | | - Jordi Martorell-Marugán
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | - Pedro Carmona-Sáez
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | - Daniel Toro-Domínguez
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | - Elena Carnero-Montoro
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | - María Teruel
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | - Martin Kerick
- Institute of Parasitology and Biomedicine "López Neyra", Spanish National Research Council, Granada, Spain
| | - Marialbert Acosta-Herrera
- Institute of Parasitology and Biomedicine "López Neyra", Spanish National Research Council, Granada, Spain
| | - Lucas Le Lann
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | - Christophe Jamin
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | | | | | | | | | | | | | | | | | | | | | | | - Concepción Marañón
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | - Tania Gomes Anjos
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | - Nieves Varela
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain
| | | | | | | | | | | | | | | | | | - Ana Campar
- Centro Hospitalar do Porto, Porto, Portugal
| | | | | | | | | | | | | | - Elena Trombetta
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Gaia Montanelli
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Barbara Vigone
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Tianlu Li
- Bellvitge Biomedical Research Institute, Barcelona, Spain
| | | | - Ricardo Blanco Alonso
- Hospital Universitario Marqués de Valdecilla, IDIVAL, Universidad de Cantabria, Santander, Spain
| | | | - Fernanda Genre
- Hospital Universitario Marqués de Valdecilla, IDIVAL, Universidad de Cantabria, Santander, Spain
| | - Raquel López Mejías
- Hospital Universitario Marqués de Valdecilla, IDIVAL, Universidad de Cantabria, Santander, Spain
| | - Miguel A Gonzalez-Gay
- Hospital Universitario Marqués de Valdecilla, IDIVAL, Universidad de Cantabria, Santander, Spain
| | - Sara Remuzgo
- Hospital Universitario Marqués de Valdecilla, IDIVAL, Universidad de Cantabria, Santander, Spain
| | - Begoña Ubilla Garcia
- Hospital Universitario Marqués de Valdecilla, IDIVAL, Universidad de Cantabria, Santander, Spain
| | - Ricard Cervera
- Hospital Clínic and Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - Gerard Espinosa
- Hospital Clínic and Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - Ignasi Rodríguez-Pintó
- Hospital Clínic and Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - Ellen De Langhe
- Katholieke Universiteit Leuven and Universitair Ziekenhuis Leuven, Leuven, Belgium
| | - Jonathan Cremer
- Katholieke Universiteit Leuven and Universitair Ziekenhuis Leuven, Leuven, Belgium
| | - Rik Lories
- Katholieke Universiteit Leuven and Universitair Ziekenhuis Leuven, Leuven, Belgium
| | - Doreen Belz
- Klinikum der Universitaet zu Koeln, Cologne, Germany
| | | | | | | | | | | | | | | | | | - Nuria Barbarroja
- Reina Sofia University Hospital and University of Cordoba, Cordoba, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Aurélie De Groof
- Université Catholique de Louvain and Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Julie Ducreux
- Université Catholique de Louvain and Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Bernard Lauwerys
- Université Catholique de Louvain and Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Anne-Lise Maudoux
- Université Catholique de Louvain and Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Divi Cornec
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | | | - Sandrine Jousse-Joulin
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | | | - Bénédicte Rouvière
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | - Alain Saraux
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | - Quentin Simon
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | | | | | | | | | | | | | | | | | | | | | - Qingyu Cheng
- Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Velia Gerl
- Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Falk Hiepe
- Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | - Silvia Thiel
- Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | | | | | | | | | | | - Laurence Laigle
- Institut de Recherches Internationales Servier, Suresnes, France
| | | | | | - Yves Renaudineau
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | | | | | - Javier Martín
- Institute of Parasitology and Biomedicine "López Neyra", Spanish National Research Council, Granada, Spain
| | - Lorenzo Beretta
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | | | - Jacques-Olivier Pers
- Université de Brest, Centre Hospitalier Universitaire de Brest, INSERM, and Labex IGO, Brest, France
| | - Marta E Alarcón-Riquelme
- Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research, Granada, Spain, and Karolinska Institutet, Stockholm, Sweden
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3
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Castro de Moura M, Davalos V, Planas-Serra L, Alvarez-Errico D, Arribas C, Ruiz M, Aguilera-Albesa S, Troya J, Valencia-Ramos J, Vélez-Santamaria V, Rodríguez-Palmero A, Villar-Garcia J, Horcajada JP, Albu S, Casasnovas C, Rull A, Reverte L, Dietl B, Dalmau D, Arranz MJ, Llucià-Carol L, Planas AM, Pérez-Tur J, Fernandez-Cadenas I, Villares P, Tenorio J, Colobran R, Martin-Nalda A, Soler-Palacin P, Vidal F, Pujol A, Esteller M. Epigenome-wide association study of COVID-19 severity with respiratory failure. EBioMedicine 2021; 66:103339. [PMID: 33867313 PMCID: PMC8047083 DOI: 10.1016/j.ebiom.2021.103339] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 03/16/2021] [Accepted: 03/26/2021] [Indexed: 12/20/2022] Open
Abstract
Background Patients infected with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), responsible for the coronavirus disease 2019 (COVID-19), exhibit a wide spectrum of disease behaviour. Since DNA methylation has been implicated in the regulation of viral infections and the immune system, we performed an epigenome-wide association study (EWAS) to identify candidate loci regulated by this epigenetic mark that could be involved in the onset of COVID-19 in patients without comorbidities. Methods Peripheral blood samples were obtained from 407 confirmed COVID-19 patients ≤ 61 years of age and without comorbidities, 194 (47.7%) of whom had mild symptomatology that did not involve hospitalization and 213 (52.3%) had a severe clinical course that required respiratory support. The set of cases was divided into discovery (n = 207) and validation (n = 200) cohorts, balanced for age and sex of individuals. We analysed the DNA methylation status of 850,000 CpG sites in these patients. Findings The DNA methylation status of 44 CpG sites was associated with the clinical severity of COVID-19. Of these loci, 23 (52.3%) were located in 20 annotated coding genes. These genes, such as the inflammasome component Absent in Melanoma 2 (AIM2) and the Major Histocompatibility Complex, class I C (HLA-C) candidates, were mainly involved in the response of interferon to viral infection. We used the EWAS-identified sites to establish a DNA methylation signature (EPICOVID) that is associated with the severity of the disease. Interpretation We identified DNA methylation sites as epigenetic susceptibility loci for respiratory failure in COVID-19 patients. These candidate biomarkers, combined with other clinical, cellular and genetic factors, could be useful in the clinical stratification and management of patients infected with the SARS-CoV-2. Funding The Unstoppable campaign of the Josep Carreras Leukaemia Foundation, the Cellex Foundation and the CERCA Programme/Generalitat de Catalunya.
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Affiliation(s)
- Manuel Castro de Moura
- Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain
| | - Veronica Davalos
- Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain
| | - Laura Planas-Serra
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Damiana Alvarez-Errico
- Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain
| | - Carles Arribas
- Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain
| | - Montserrat Ruiz
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | | | - Jesús Troya
- Infanta Leonor University Hospital, Madrid, Spain
| | | | - Valentina Vélez-Santamaria
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Agustí Rodríguez-Palmero
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; University Hospital Germans Trias i Pujol, Badalona, Barcelona, Catalonia, Spain
| | - Judit Villar-Garcia
- Hospital del Mar - IMIM Biomedical Research Institute, Barcelona, Catalonia, Spain
| | - Juan P Horcajada
- Hospital del Mar - IMIM Biomedical Research Institute, Barcelona, Catalonia, Spain
| | - Sergiu Albu
- Institut Guttmann Foundation, Badalona, Barcelona, Catalonia, Spain
| | - Carlos Casasnovas
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Anna Rull
- Hospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain
| | - Laia Reverte
- Hospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain
| | - Beatriz Dietl
- Servei de malalties infeccioses Hospital Universitari MutuaTerrassa, Universitat de Barcelona, Barcelona, Catalonia, Spain
| | - David Dalmau
- MutuaTerrassa Research and Innovation Foundation, HIV/AIDS Unit Hospital Universitari MutuaTerrassa, University of Barcelona, Barcelona, Catalonia, Spain
| | - Maria J Arranz
- Fundaciò Docència i Recerca Mutua Terrassa i Hospital Universitari Mutua Terrassa, Barcelona, Catalonia, Spain
| | - Laia Llucià-Carol
- Stroke Pharmacogenomics and Genetics Group, Sant Pau Institute of Research, Sant Pau Hospital, Barcelona, Catalonia, Spain
| | - Anna M Planas
- Department of Brain Ischemia and Neurodegeneration, Institut d'Investigacions Biomèdiques de Barcelona (IIBB), Consejo Superior de Investigaciones Científicas (CSIC), Area of Neurosciences, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
| | - Jordi Pérez-Tur
- Institut de Biomedicina de València-CSIC, CIBERNED, Unitat Mixta de Neurologia i Genètica, IIS La Fe, Vallencia, Spain
| | - Israel Fernandez-Cadenas
- Stroke Pharmacogenomics and Genetics Group, Sant Pau Institute of Research, Sant Pau Hospital, Barcelona, Catalonia, Spain
| | - Paula Villares
- Internal Medicine Department, Hospital HM Sanchinarro, HM Hospitales, Madrid, Spain
| | - Jair Tenorio
- INGEMM-Instituto de Genética Médica y Molecular, Hospital Universitario La Paz, Madrid, Spain; Center for Biomedical Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain
| | - Roger Colobran
- Immunology Division, Genetics Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Research Institute, Vall d'Hebron Barcelona Hospital Campus, UAB, Barcelona, Catalonia, Spain
| | - Andrea Martin-Nalda
- Pediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain
| | - Pere Soler-Palacin
- Pediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain
| | - Francesc Vidal
- Hospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain
| | - Aurora Pujol
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; Center for Biomedical Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain; Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain.
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain; Centro de Investigación Biomédica en Red de Cancer (CIBERONC), Spain; Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain; Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Catalonia, Spain.
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4
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Joshi R, Castro De Moura M, Piñeyro D, Alvarez-Errico D, Arribas C, Esteller M. The DNA methylation landscape of human cancer organoids available at the American type culture collection. Epigenetics 2020; 15:1167-1177. [PMID: 32396494 PMCID: PMC7595613 DOI: 10.1080/15592294.2020.1762398] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
One caveat in cancer research is the dependence of certain experimental systems that might not really reflect the properties of the primary tumours. The recent irruption of 3D cultured cells termed organoids could render a better representation of the original tumour sample. However, every laboratory has its own protocol and tissue-provider to establish these cancer models, preventing further dissemination and validation of the obtained data. To address this problem, the Human Cancer Models Initiative (HCMI) has selected the American Type Culture Collection (ATCC) to make available organoid models to the scientific community. In this regard, no epigenetic information is available for these samples and, overall, the DNA methylation profiles of human cancer organoids are largely unknown. Herein, we provide the DNA methylation landscape of 25 human cancer organoids available at the ATCC using a microarray that interrogates more than 850,000 CpG sites. We observed that the studied organoids retain the epigenetic setting of their original primary cancer type; that exhibit a DNA methylation landscape characteristic of transformed tissues excluding an overgrowth of normal-matched cells; and that are closer to the DNA methylation profiles of the corresponding primary tumours than to established 2D cell lines. Most importantly, the obtained DNA methylation results are freely available to everyone for further data mining. Thus, our findings support from the epigenetic standpoint that the ATCC human cancer organoids recapitulate many of the features of the disorder in the patient and are excellent tools to be shared among investigators for further tumour biology research.
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Affiliation(s)
- Ricky Joshi
- Josep Carreras Leukaemia Research Institute (IJC), Badalona , Barcelona, Spain
| | | | - David Piñeyro
- Josep Carreras Leukaemia Research Institute (IJC), Badalona , Barcelona, Spain
| | | | - Carles Arribas
- Josep Carreras Leukaemia Research Institute (IJC), Badalona , Barcelona, Spain
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), Badalona , Barcelona, Spain.,Institucio Catalana de Recerca i Estudis Avançats (ICREA) , Barcelona, Spain.,Centro de Investigacion Biomedica en Red Cancer (CIBERONC) , Madrid, Spain.,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB) , Barcelona, Spain
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5
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Jamin C, Le Lann L, Alvarez-Errico D, Barbarroja N, Cantaert T, Ducreux J, Dufour AM, Gerl V, Kniesch K, Neves E, Trombetta E, Alarcón-Riquelme M, Marañon C, Pers JO. Multi-center harmonization of flow cytometers in the context of the European “PRECISESADS” project. Autoimmun Rev 2016; 15:1038-1045. [DOI: 10.1016/j.autrev.2016.07.034] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2016] [Accepted: 07/12/2016] [Indexed: 01/10/2023]
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6
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Ainsua-Enrich E, Alvarez-Errico D, Gilfillan AM, Picado C, Sayós J, Rivera J, Martín M. The adaptor 3BP2 is required for early and late events in FcεRI signaling in human mast cells. J Immunol 2012; 189:2727-34. [PMID: 22896635 DOI: 10.4049/jimmunol.1200380] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Adaptor molecules are essential in organizing signaling molecules and in coordinating and compartmentalizing their activity. SH3-binding protein 2 (3BP2) is a cytoplasmic adaptor protein mainly expressed by hematopoietic cells that has been shown to act as a positive regulator in T, B, and NK cell signal transduction. 3BP2 is an important regulator of cytotoxic granule release in NK cells. Mast cells (MCs) similarly degranulate following Ag-dependent aggregation of the FcεRI on the cell surface. Activation of these cells induces the release of preformed inflammatory mediators and the de novo synthesis and secretion of cytokines and chemokines. Thus, MCs participate in both innate and acquired responses. We observed that 3BP2 is expressed in human MCs (huMCs) from diverse origins. Moreover, 3BP2 coimmunoprecipitates with essential MC signaling mediators such as Lyn, Syk, and phospholipase C γ; thus, a role for this adaptor in MC function was postulated. In the present work, we used the short hairpin RNA lentiviral targeting approach to silence 3BP2 expression in huMCs. Our findings point to a requirement for 3BP2 in optimal immediate and late MCs responses such as degranulation and IL-8 or GM-CSF secretion. 3BP2 was determined to be necessary for optimal phosphorylation of Syk, linker for activation of T cells, and phospholipase C γ(1), critical signals for calcium release from intracellular stores. Taken together, our results show that by participating in FcεRI- mediated signal transduction 3BP2 is an important regulator of huMC activation. Thus, 3BP2 could be a potential therapeutic target for IgE-dependent MC-mediated inflammatory disease.
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Affiliation(s)
- Erola Ainsua-Enrich
- Biochemistry Unit, Faculty of Medicine, University of Barcelona, 08036 Barcelona, Spain
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Hershko AY, Charles N, Olivera A, Alvarez-Errico D, Rivera J. Cutting edge: persistence of increased mast cell numbers in tissues links dermatitis to enhanced airway disease in a mouse model of atopy. J Immunol 2011; 188:531-5. [PMID: 22180615 DOI: 10.4049/jimmunol.1102703] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The development of chronic allergic dermatitis in early life has been associated with increased onset and severity of allergic asthma later in life. However, the mechanisms linking these two diseases are poorly understood. In this study, we report that the development of oxazolone-induced chronic allergic dermatitis, in a mouse model, caused enhanced OVA-induced allergic asthma after the resolution of the former disease. Our findings show that oxazolone-induced dermatitis caused a marked increase in tissue mast cells, which persisted long after the resolution of this disease. Subsequent OVA sensitization and airway challenge of mice that had recovered from dermatitis resulted in increased allergic airway hyperreactivity. The findings demonstrate that the accumulation of mast cells during dermatitis has the detrimental effect of increasing allergic airway hypersensitivity. Importantly, our findings also show that exposure to a given allergen can modify the immune response to an unrelated allergen.
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Affiliation(s)
- Alon Y Hershko
- Molecular Immunology Section, Laboratory of Molecular Immunogenetics, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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Peluffo H, Alí-Ruiz D, Ejarque-Ortíz A, Heras-Alvarez V, Comas-Casellas E, Martínez-Barriocanal A, Kamaid A, Alvarez-Errico D, Negro ML, Lago N, Schwartz S, Villaverde A, Sayós J. Overexpression of the immunoreceptor CD300f has a neuroprotective role in a model of acute brain injury. Brain Pathol 2011; 22:318-28. [PMID: 21951326 DOI: 10.1111/j.1750-3639.2011.00537.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
It is well known that cell surface immune receptors play a critical role in regulating immune and inflammatory processes in the central nervous system (CNS). We have analyzed the function of cluster of differentiation (CD)300f immunoreceptor in a model of excitotoxic rat brain damage. First, to explore the presence of endogenous ligand(s) for this receptor we used a human CD300f-Ig soluble protein and confocal microscopy, showing specific staining mainly in CNS white matter and on the surface of oligodendrocytes and certain astrocytes. Next, we demonstrated in a model of in vivo rat brain excitotoxic damage that the overexpression of human CD300f induced a significant reduction in the lesion volume. To validate these results, we cloned the rat ortholog of CD300f protein (rCD300f). The overexpression of rCD300f receptor had a comparable neuroprotective effect after the acute brain injury and a similar CNS staining pattern when stained with the rCD300f-Ig soluble protein. Interestingly, when we analyzed the expression pattern of rCD300f in brain cells by quantitative polymerase chain reaction and immunohistochemistry, we detected the expression of CD300f as expected in microglial cells, but also in oligodendrocytes and neurons. These data suggest that the neuroprotective role of CD300f would be the result of a complex network of cell interactions.
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Affiliation(s)
- Hugo Peluffo
- Department of Histology and Embryology, Faculty of Medicine, UDELAR, Montevideo, Uruguay.
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Abstract
Mast cells are pivotal in innate immunity and play an important role in amplifying adaptive immunity. Nonetheless, they have long been known to be central to the initiation of allergic disorders. This results from the dysregulation of the immune response whereby normally innocuous substances are recognized as non-self, resulting in the production of IgE antibodies to these 'allergens'. Preformed and newly synthesized inflammatory (allergic) mediators are released from the mast cell following allergen-mediated aggregation of allergen-specific IgE bound to the high-affinity receptors for IgE (FcepsilonRI). Thus, the process by which the mast cell is able to interpret the engagement of FcepsilonRI into the molecular events necessary for release of their allergic mediators is of considerable therapeutic interest. Unraveling these molecular events has led to the discovery of a functional class of proteins that are essential in organizing activated signaling molecules and in coordinating and compartmentalizing their activity. These so-called 'adapters' bind multiple signaling proteins and localize them to specific cellular compartments, such as the plasma membrane. This organization is essential for normal mast cell responses. Here, we summarize the role of adapter proteins in mast cells focusing on the most recent advances toward understanding how these molecules work upon FcepsilonRI engagement.
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Affiliation(s)
- Damiana Alvarez-Errico
- Laboratory of Molecular Immunogenetics, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD, USA
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Alvarez-Errico D, Yamashita Y, Suzuki R, Odom S, Furumoto Y, Yamashita T, Rivera J. Functional analysis of Lyn kinase A and B isoforms reveals redundant and distinct roles in Fc epsilon RI-dependent mast cell activation. J Immunol 2010; 184:5000-8. [PMID: 20308635 DOI: 10.4049/jimmunol.0904064] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Engagement of FcepsilonRI causes its phosphorylation by Lyn kinase. Two alternatively spliced variants, Lyn A and B, are expressed in mast cells, and both isoforms interact with FcepsilonRI. Unlike Lyn A, Lyn B lacks a 21-aa region in the N-terminal unique domain. In this study, we investigated the role of Lyn A and B isoforms in mast cell signaling and responses. Lyn B was found to be a poor inducer of mast cell degranulation and was less potent in both inositol 1,4,5-triphosphate production and calcium responses. Expression of Lyn B alone showed reduced phosphorylation of both phospholipase Cgamma-1 and -2 and decreased interaction of phospholipase Cgamma-1 with the phosphorylated linker for activation of T cells. Lyn B also showed increased binding of tyrosine-phosphorylated proteins, which included the negative regulatory lipid phosphatase SHIP-1. In contrast, both Lyn A and B caused similar total cellular tyrosine phosphorylation and FcepsilonRI phosphorylation and neither Lyn A nor Lyn B alone could completely restore mast cell degranulation or dampen the excessive cytokine production seen in the absence of Lyn. However, expression of both isoforms showed complementation and normalized responses. These findings demonstrate that Lyn B differs from Lyn A in its association with SHIP-1 and in the regulation of calcium responses. However, complementation of both isoforms is required in mast cell activation.
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Affiliation(s)
- Damiana Alvarez-Errico
- Laboratory of Molecular Immunogenetics, Department of Health and Human Services, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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Alvarez-Errico D, Sayós J, López-Botet M. The IREM-1 (CD300f) inhibitory receptor associates with the p85alpha subunit of phosphoinositide 3-kinase. J Immunol 2007; 178:808-16. [PMID: 17202342 DOI: 10.4049/jimmunol.178.2.808] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The immune receptor expressed by myeloid cell 1 (IREM-1) (CD300f) inhibitory receptor displays five cytoplasmic tyrosine residues, two of them (Y205 and Y249) fit with ITIMs, whereas Y236 and Y263 constitute putative binding sites for PI3K. In the present study, immunoprecipitation analysis revealed that both the p85alpha subunit of PI3K and Src homology region 2 domain-containing phosphatase-1 could be recruited by IREM-1 in transfected cells as well as in the U937 monocytic leukemia cells, which constitutively express the receptor. By assaying the ability of different IREM-1 mutants to regulate the secretion of beta-hexosaminidase induced via FcRepsilonI in rat basophilic leukemia cells, both Y205 and Y249 appeared crucial for IREM-1-mediated inhibition. Remarkably, engagement of an IREM-1 mutant (Y(205,249,284)F), which did not recruit Src homology region 2 domain-containing phosphatase-1 and lost its inhibitory function, induced rat basophilic leukemia cell degranulation. This effect was dependent on the recruitment of PI3K, requiring the integrity of Y236 and Y263, and was blocked by PI3K inhibitors (i.e., wortmannin and LY-294002). Altogether, these data reveal a putative functional duality of the IREM-1 myeloid cell receptor.
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Affiliation(s)
- Damiana Alvarez-Errico
- Molecular Immunopathology Unit, Department de Ciéncies Experimentals i de la Salut, Universitat Pompeu Fabra, Doctor Aiguader 80, 08003 Barcelona, Spain
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Aguilar H, Alvarez-Errico D, García-Montero AC, Orfao A, Sayós J, López-Botet M. Molecular Characterization of a Novel Immune Receptor Restricted to the Monocytic Lineage. J Immunol 2004; 173:6703-11. [PMID: 15557162 DOI: 10.4049/jimmunol.173.11.6703] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Homology basic local alignment search tool search was conducted using a sequence encoding for a novel inhibitory receptor (IREM-1) cloned in our laboratory and a previously described homologous sequence termed CMRF-35. On the basis of this information, we cloned a full length cDNA corresponding to a novel member of this family, termed immune receptor expressed by myeloid cells 2 (IREM-2). The gene, located in chromosome 17q25.1, encodes for a protein of 205 aa that contains an extracellular region comprising an Ig-like domain and a transmembrane region with a positively charged amino acid residue (lysine), that predicted its putative association with an adapter molecule. Indeed, the interaction between IREM-2 and DAP-12 was confirmed in transfected COS-7 cells. By generating specific Abs and using bone marrow and PBMCs, we observed that IREM-2 expression appeared to be restricted to mature hemopoietic cells of the monocytic and myeloid dendritic cell lineages. In vitro differentiation to macrophages or immature dendritic cells down-regulated IREM-2 expression. Upon engagement with the specific mAbs, IREM-2 expressed in rat basophilic leukemia cells together with DAP-12, induced NFAT transcriptional activity; moreover, IREM-2 engagement on monocytes induced TNF-alpha production. Taken together, our results indicate that IREM-2 is a novel activating receptor of the Ig-superfamily in the monocytic lineage.
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MESH Headings
- Adaptor Proteins, Signal Transducing
- Adult
- Amino Acid Sequence
- Animals
- Antigens, Surface/chemistry
- Antigens, Surface/genetics
- Base Sequence
- COS Cells
- Cell Differentiation/immunology
- Cell Line, Tumor
- Cell Lineage/genetics
- Cell Lineage/immunology
- Chlorocebus aethiops
- Cloning, Molecular/methods
- DNA-Binding Proteins/biosynthesis
- DNA-Binding Proteins/genetics
- Dendritic Cells/immunology
- Dendritic Cells/metabolism
- Down-Regulation/immunology
- Female
- HL-60 Cells
- Humans
- Jurkat Cells
- K562 Cells
- Leukocytes, Mononuclear/immunology
- Leukocytes, Mononuclear/metabolism
- Membrane Glycoproteins/chemistry
- Membrane Glycoproteins/genetics
- Membrane Proteins
- Mice
- Mice, Inbred BALB C
- Molecular Sequence Data
- Monocytes/cytology
- Monocytes/immunology
- Monocytes/metabolism
- NFATC Transcription Factors
- Nuclear Proteins/biosynthesis
- Nuclear Proteins/genetics
- Rats
- Receptors, Immunologic/antagonists & inhibitors
- Receptors, Immunologic/biosynthesis
- Receptors, Immunologic/chemistry
- Receptors, Immunologic/genetics
- Receptors, Immunologic/metabolism
- Transcription Factors/biosynthesis
- Transcription Factors/genetics
- Transfection
- U937 Cells
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Affiliation(s)
- Helena Aguilar
- Molecular Immunopathology Unit, Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain
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Abstract
Using a three-hybrid strategy, we have identified a novel cell surface molecule which interacts with the Src homology 2 (SH2) domains of SH2 domain-containing protein tyrosine phosphatase 1 (SHP-1), termed "immune receptor expressed on myeloid cells 1" (IREM-1). The full-length cDNA coding for a polypeptide of 290 amino acids presents an extracellular single V-type Ig domain, a transmembrane region and a cytoplasmic tail with five tyrosine residues, two of which are in the context of an immunoreceptor tyrosine-based inhibitory motif. Moreover, cDNA encoding for three other splicing forms of IREM-1, named IREM-1 splice variant (Sv)1, Sv2 and Sv3 were cloned by reverse transcription (RT)-PCR. The gene encoding for IREM-1 contains nine exons, is located on human chromosome 17 (17q25.1) and is homologous to previously identified molecules termed CMRF-35 and IRp60. RT-PCR, northern blot and FACS analysis with specific monoclonal antibodies indicated that IREM-1 is expressed on monocytes, granulocytes, and myeloid leukemia cell lines. Western blot analysis confirmed the recruitment of SHP-1 to IREM-1 and demonstrated that phosphotyrosine residue 205 is the main docking site for this interaction. Finally, cross-linking of IREM-1 results in the inhibition of FcRepsilon-induced activation. Our results indicate that IREM-1 is a novel inhibitory receptor of the Ig superfamily in myeloid cells.
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