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To fill this gap, we developed a strategy that simultaneously integrates blood leukocyte responses to innate stimuli at the transcriptional, cellular, and secreted protein levels. When applied to systemic juvenile idiopathic arthritis (sJIA), an autoinflammatory disease of unknown etiology, this approach identified gene sets associated with specific cytokine environments and activated leukocyte subsets. During disease remission and off treatment, sJIA patients displayed dysregulated responses to TLR4, TLR8, and TLR7 stimulation. Isolated sJIA monocytes underexpressed the IL-1 inhibitor aryl hydrocarbon receptor (AHR) at baseline and accumulated higher levels of intracellular IL-1\u03b2 after stimulation. Supporting the demonstration that AHR down-regulation skews monocytes toward macrophage differentiation, sJIA monocytes differentiated in vitro toward macrophages, away from the dendritic cell phenotype. This might contribute to the increased incidence of macrophage activation syndrome in these patients. Integrated analysis of high-dimensional data can thus unravel immune alterations predisposing to complex inflammatory diseases.<\/jats:p>","DOI":"10.1084\/jem.20170412","type":"journal-article","created":{"date-parts":[[2017,9,21]],"date-time":"2017-09-21T14:10:13Z","timestamp":1506003013000},"page":"3449-3466","update-policy":"https:\/\/doi.org\/10.1084\/jem.crossmarkpolicy","source":"Crossref","is-referenced-by-count":61,"title":["A multidimensional blood stimulation assay reveals immune alterations underlying systemic juvenile idiopathic arthritis"],"prefix":"10.1084","volume":"214","author":[{"given":"Alma-Martina","family":"Cepika","sequence":"first","affiliation":[{"name":"Baylor Institute for Immunology Research, Dallas, TX 1"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6916-6445","authenticated-orcid":true,"given":"Romain","family":"Banchereau","sequence":"additional","affiliation":[{"name":"Baylor Institute for Immunology 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