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1.
Cell Genom ; 3(6): 100306, 2023 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-37388915

RESUMO

Ankylosing spondylitis (AS) is a common, highly heritable inflammatory arthritis characterized by enthesitis of the spine and sacroiliac joints. Genome-wide association studies (GWASs) have revealed more than 100 genetic associations whose functional effects remain largely unresolved. Here, we present a comprehensive transcriptomic and epigenomic map of disease-relevant blood immune cell subsets from AS patients and healthy controls. We find that, while CD14+ monocytes and CD4+ and CD8+ T cells show disease-specific differences at the RNA level, epigenomic differences are only apparent upon multi-omics integration. The latter reveals enrichment at disease-associated loci in monocytes. We link putative functional SNPs to genes using high-resolution Capture-C at 10 loci, including PTGER4 and ETS1, and show how disease-specific functional genomic data can be integrated with GWASs to enhance therapeutic target discovery. This study combines epigenetic and transcriptional analysis with GWASs to identify disease-relevant cell types and gene regulation of likely pathogenic relevance and prioritize drug targets.

2.
Ann Rheum Dis ; 80(12): 1559-1567, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34226188

RESUMO

OBJECTIVES: A number of immune populations have been implicated in psoriatic arthritis (PsA) pathogenesis. This study used mass cytometry (CyTOF) combined with transcriptomic analysis to generate a high-dimensional dataset of matched PsA synovial fluid (SF) and blood leucocytes, with the aim of identifying cytokine production ex vivo in unstimulated lymphoid and myeloid cells. METHODS: Fresh SF and paired blood were either fixed or incubated with protein transport inhibitors for 6 hours. Samples were stained with two CyTOF panels: a phenotyping panel and an intracellular panel, including antibodies to both T cell and myeloid cell secreted proteins. Transcriptomic analysis by gene array of key expanded cell populations, single-cell RNA-seq, ELISA and LEGENDplex analysis of PsA SF were also performed. RESULTS: We observed marked changes in the myeloid compartment of PsA SF relative to blood, with expansion of intermediate monocytes, macrophages and dendritic cell populations. Classical monocytes, intermediate monocytes and macrophages spontaneously produced significant levels of the proinflammatory mediators osteopontin and CCL2 in the absence of any in vitro stimulation. By contrast minimal spontaneous cytokine production by T cells was detected. Gene expression analysis showed the genes for osteopontin and CCL2 to be among those most highly upregulated by PsA monocytes/macrophages in SF; and both proteins were elevated in PsA SF. CONCLUSIONS: Using multiomic analyses, we have generated a comprehensive cellular map of PsA SF and blood to reveal key expanded myeloid proinflammatory modules in PsA of potential pathogenic and therapeutic importance.


Assuntos
Artrite Psoriásica/imunologia , Células Dendríticas/citologia , Macrófagos/citologia , Monócitos/citologia , Líquido Sinovial/citologia , Linfócitos T/citologia , Adulto , Artrite Psoriásica/genética , Artrite Psoriásica/metabolismo , Quimiocina CCL2/genética , Quimiocina CCL2/imunologia , Quimiocina CCL2/metabolismo , Células Dendríticas/imunologia , Células Dendríticas/metabolismo , Ensaio de Imunoadsorção Enzimática , Feminino , Citometria de Fluxo , Perfilação da Expressão Gênica , Humanos , Macrófagos/imunologia , Macrófagos/metabolismo , Masculino , Pessoa de Meia-Idade , Monócitos/imunologia , Monócitos/metabolismo , Células Mieloides/citologia , Células Mieloides/imunologia , Células Mieloides/metabolismo , Osteopontina/genética , Osteopontina/imunologia , Osteopontina/metabolismo , RNA-Seq , Análise de Célula Única , Líquido Sinovial/imunologia , Líquido Sinovial/metabolismo , Linfócitos T/imunologia , Linfócitos T/metabolismo
3.
Nat Genet ; 51(7): 1082-1091, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31253980

RESUMO

Most candidate drugs currently fail later-stage clinical trials, largely due to poor prediction of efficacy on early target selection1. Drug targets with genetic support are more likely to be therapeutically valid2,3, but the translational use of genome-scale data such as from genome-wide association studies for drug target discovery in complex diseases remains challenging4-6. Here, we show that integration of functional genomic and immune-related annotations, together with knowledge of network connectivity, maximizes the informativeness of genetics for target validation, defining the target prioritization landscape for 30 immune traits at the gene and pathway level. We demonstrate how our genetics-led drug target prioritization approach (the priority index) successfully identifies current therapeutics, predicts activity in high-throughput cellular screens (including L1000, CRISPR, mutagenesis and patient-derived cell assays), enables prioritization of under-explored targets and allows for determination of target-level trait relationships. The priority index is an open-access, scalable system accelerating early-stage drug target selection for immune-mediated disease.


Assuntos
Artrite Reumatoide/genética , Descoberta de Drogas , Redes Reguladoras de Genes , Genoma Humano , Imunidade Inata/genética , Locos de Características Quantitativas , Seleção Genética , Artrite Reumatoide/tratamento farmacológico , Artrite Reumatoide/imunologia , Regulação da Expressão Gênica , Estudo de Associação Genômica Ampla , Humanos , Polimorfismo de Nucleotídeo Único
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