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Islet-autoreactive CD4+ T cells are linked with response to alefacept in type 1 diabetes
Elisa Balmas, Janice Chen, Alex K. Hu, Hannah A. DeBerg, Mario G. Rosasco, Vivian H. Gersuk, Elisavet Serti, Cate Speake, Carla J. Greenbaum, Gerald T. Nepom, Peter S. Linsley, Karen Cerosaletti
Elisa Balmas, Janice Chen, Alex K. Hu, Hannah A. DeBerg, Mario G. Rosasco, Vivian H. Gersuk, Elisavet Serti, Cate Speake, Carla J. Greenbaum, Gerald T. Nepom, Peter S. Linsley, Karen Cerosaletti
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Research Article

Islet-autoreactive CD4+ T cells are linked with response to alefacept in type 1 diabetes

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Abstract

Variation in the preservation of β cell function in clinical trials in type 1 diabetes (T1D) has emphasized the need to define biomarkers to predict treatment response. The T1DAL trial targeted T cells with alefacept (LFA-3–Ig) and demonstrated C-peptide preservation in approximately 30% of new-onset T1D individuals. We analyzed islet antigen–reactive (IAR) CD4+ T cells in PBMC samples collected prior to treatment from alefacept- and placebo-treated individuals using flow cytometry and single-cell RNA sequencing. IAR CD4+ T cells at baseline had heterogeneous phenotypes. Transcript profiles formed phenotypic clusters of cells along a trajectory based on increasing maturation and activation, and T cell receptor (TCR) chains showed clonal expansion. Notably, the frequency of IAR CD4+ T cells with a memory phenotype and a unique transcript profile (cluster 3) were inversely correlated with C-peptide preservation in alefacept-treated, but not placebo-treated, individuals. Cluster 3 cells had a proinflammatory phenotype characterized by expression of the transcription factor BHLHE40 and the cytokines GM-CSF and TNF-α, and shared TCR chains with effector memory–like clusters. Our results suggest IAR CD4+ T cells as a potential baseline biomarker of response to therapies targeting the CD2 pathway and warrant investigation for other T cell–related therapies.

Authors

Elisa Balmas, Janice Chen, Alex K. Hu, Hannah A. DeBerg, Mario G. Rosasco, Vivian H. Gersuk, Elisavet Serti, Cate Speake, Carla J. Greenbaum, Gerald T. Nepom, Peter S. Linsley, Karen Cerosaletti

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Figure 5

Cluster 3 IAR CD4+ T cells have a proinflammatory phenotype.

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Cluster 3 IAR CD4+ T cells have a proinflammatory phenotype.
(A) Volcano...
(A) Volcano plot showing –log10-adjusted FDR vs. log(fold change) [log(FC)] for genes differentially expressed between cluster 3 cells and all other clusters, as determined by the fit_models linear regression function in Monocle 3. The dashed line denotes an adjusted P value of 0.05. Red dots, selected genes with higher expression in cluster 3; blue dots, genes with lower expression in cluster 3. (B) Pseudotime plots of selected cytokine genes in IAR CD4+ T cells by cluster. (C) Representative histogram plot of BHLHE40 expression in CD4+ T cells detected by flow cytometry. Cells in the top quartile of MFI were gated as BHLHE40hi and cells in the bottom quartile were gated as BHLHE40lo. Mid refers to the middle 50th percentile of BHLHE40 expression. These gates were copied to CD4+ memory and CD4+ T cells with a cluster 3–like surface phenotype. (D) The average percentage of cells with the indicated BHLHE40 expression in cluster 3–like cells, CD4+ memory, and total CD4+ T cells expressed as a fraction of the total population (n = 5 individuals). (E) Representative histogram plots showing expression of GM-CSF, TNF-α, IL-2, IFN-γ, and IL-17A in BHLHE40lo (red) and BHLHE40hi (gray) memory CD4+ T cells and in BHLHE40hi cluster 3–like CD4+ T cells (black line). (F) The percentage of cytokine+ CD4+ memory T cells and cluster 3–like CD4+ T cells with high and low BHLHE40 expression for GM-CSF, TNF-α, IL-2, IFN-γ, and IL-17A in the same individuals from D. Significance across groups in D and F was assessed using Friedman’s test with Benjamini-Hochberg adjustment for multiple testing. A Mann-Whitney U test was used for 2-group comparisons in F. *P < 0.05; **P < 0.01; ***P < 0.001.

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