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Angiotensin receptor blockers modulate the lupus CD4+ T cell epigenome characterized by TNF family–linked signaling
Andrew P. Hart, Jonathan J. Kotzin, Steffan W. Schulz, Jonathan S. Dunham, Alison L. Keenan, Joshua F. Baker, Andrew D. Wells, Daniel P. Beiting, Terri M. Laufer
Andrew P. Hart, Jonathan J. Kotzin, Steffan W. Schulz, Jonathan S. Dunham, Alison L. Keenan, Joshua F. Baker, Andrew D. Wells, Daniel P. Beiting, Terri M. Laufer
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Research Article Immunology

Angiotensin receptor blockers modulate the lupus CD4+ T cell epigenome characterized by TNF family–linked signaling

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Abstract

In systemic lupus erythematosus (lupus), environmental effects acting within a permissive genetic background lead to autoimmune dysregulation. Dysfunction of CD4+ T cells contributes to pathology by providing help to autoreactive B and T cells, and CD4+ T cell dysfunction coincides with altered DNA methylation and histone modifications of select gene loci. However, chromatin accessibility states of distinct T cell subsets and mechanisms driving heterogeneous chromatin states across patients remain poorly understood. We defined the transcriptome and epigenome of multiple CD4+ T cell populations from patients with lupus and healthy individuals. Most patients with lupus, regardless of disease activity, had enhanced chromatin accessibility bearing hallmarks of inflammatory cytokine signals. Single-cell approaches revealed that chromatin changes extended to naive CD4+ T cells, uniformly affecting naive subpopulations. Transcriptional data and cellular and protein analyses suggested that the TNF family members, TNF-α, LIGHT, and TWEAK, were linked to observed molecular changes and the altered lupus chromatin state. However, we identified a patient subgroup prescribed angiotensin receptor blockers (ARBs), which lacked TNF-linked lupus chromatin accessibility features. These data raise questions about the role of lupus-associated chromatin changes in naive CD4+ T cell activation and differentiation and implicate ARBs in the regulation of disease-driven epigenetic states.

Authors

Andrew P. Hart, Jonathan J. Kotzin, Steffan W. Schulz, Jonathan S. Dunham, Alison L. Keenan, Joshua F. Baker, Andrew D. Wells, Daniel P. Beiting, Terri M. Laufer

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Figure 3

Transcriptional and chromatin accessibility data highlight cytokine-driven dysregulation in lupus.

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Transcriptional and chromatin accessibility data highlight cytokine-driv...
(A and B) PCA (PC1 × PC2 in A and PC2 × PC3 in B) of RNA-Seq data for Th subsets. Colors indicate lupus or healthy samples and shapes indicate Th subsets. (C) RNA-Seq–defined differentially expressed genes (DEGs) between lupus and healthy samples (naive, AcTfh, cTfh, Th1) defined as padj < 0.05 (black) (n = 1,132). Genes with higher expression in lupus samples (n = 381) (padj < 0.05 & FC > 1.5) in yellow. Genes with higher expression in healthy samples (n = 362) (padj < 0.05 & FC > 1.5) in blue. (D) Gene set enrichment analysis (GSEA) pathway results for lupus DEGs (n = 381) among Gene Ontology (GO) Biological Process and MSigDB Hallmark gene sets. (E and F) Gene set variation analysis (GSVA) enrichment of Hallmark IFN-γ response gene set (E) and Hallmark TNF-α signaling via NF-κB gene set (F) in Th populations of lupus participants and HCs. (G) Differentially active TFs in lupus and healthy Th subsets with a Taiji page rank score > 0.0002 in either lupus or healthy populations. The 30 TFs with the highest FC (indicated by circle size) between lupus and healthy conditions for each cell type are displayed; greater TF page rank activity score in healthy participants (blue) or lupus participants (yellow). (H) Taiji-defined RELB TF gene regulatory networks among lupus or healthy naive Th cells (edge weight cutoff = 100). Node color saturation is proportional to node expression. Error is reported as SD. RNA-Seq data represent 17 naive Th samples (7 lupus, 10 healthy), 9 Th1 samples (4 lupus, 5 healthy), 17 cTfh samples (6 lupus, 11 healthy), and 18 AcTfh samples (7 lupus, 11 healthy). *P < 0.05, **P < 0.01, paired 2-tailed t tests (A–H).

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