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Immune cells and their inflammatory mediators modify β cells and cause checkpoint inhibitor–induced diabetes
Ana Luisa Perdigoto, Songyan Deng, Katherine C. Du, Manik Kuchroo, Daniel B. Burkhardt, Alexander Tong, Gary Israel, Marie E. Robert, Stuart P. Weisberg, Nancy Kirkiles-Smith, Angeliki M. Stamatouli, Harriet M. Kluger, Zoe Quandt, Arabella Young, Mei-Ling Yang, Mark J. Mamula, Jordan S. Pober, Mark S. Anderson, Smita Krishnaswamy, Kevan C. Herold
Ana Luisa Perdigoto, Songyan Deng, Katherine C. Du, Manik Kuchroo, Daniel B. Burkhardt, Alexander Tong, Gary Israel, Marie E. Robert, Stuart P. Weisberg, Nancy Kirkiles-Smith, Angeliki M. Stamatouli, Harriet M. Kluger, Zoe Quandt, Arabella Young, Mei-Ling Yang, Mark J. Mamula, Jordan S. Pober, Mark S. Anderson, Smita Krishnaswamy, Kevan C. Herold
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Research Article

Immune cells and their inflammatory mediators modify β cells and cause checkpoint inhibitor–induced diabetes

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Abstract

Checkpoint inhibitors (CPIs) targeting programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) and cytotoxic T lymphocyte antigen 4 (CTLA-4) have revolutionized cancer treatment but can trigger autoimmune complications, including CPI-induced diabetes mellitus (CPI-DM), which occurs preferentially with PD-1 blockade. We found evidence of pancreatic inflammation in patients with CPI-DM with shrinkage of pancreases, increased pancreatic enzymes, and in a case from a patient who died with CPI-DM, peri-islet lymphocytic infiltration. In the NOD mouse model, anti–PD-L1 but not anti–CTLA-4 induced diabetes rapidly. RNA sequencing revealed that cytolytic IFN-γ+CD8+ T cells infiltrated islets with anti–PD-L1. Changes in β cells were predominantly driven by IFN-γ and TNF-α and included induction of a potentially novel β cell population with transcriptional changes suggesting dedifferentiation. IFN-γ increased checkpoint ligand expression and activated apoptosis pathways in human β cells in vitro. Treatment with anti–IFN-γ and anti–TNF-α prevented CPI-DM in anti–PD-L1–treated NOD mice. CPIs targeting the PD-1/PD-L1 pathway resulted in transcriptional changes in β cells and immune infiltrates that may lead to the development of diabetes. Inhibition of inflammatory cytokines can prevent CPI-DM, suggesting a strategy for clinical application to prevent this complication.

Authors

Ana Luisa Perdigoto, Songyan Deng, Katherine C. Du, Manik Kuchroo, Daniel B. Burkhardt, Alexander Tong, Gary Israel, Marie E. Robert, Stuart P. Weisberg, Nancy Kirkiles-Smith, Angeliki M. Stamatouli, Harriet M. Kluger, Zoe Quandt, Arabella Young, Mei-Ling Yang, Mark J. Mamula, Jordan S. Pober, Mark S. Anderson, Smita Krishnaswamy, Kevan C. Herold

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Figure 5

Changes in β cells are identified with anti–PD-L1 treatment.

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Changes in β cells are identified with anti–PD-L1 treatment.
(A) Visuali...
(A) Visualization of main islet cell populations by Multiscale PHATE: β cells (high Ins2), α cells (high Gcg), and δ cells (high Sst) are highlighted. There were 233 β cells from anti–CTLA-4 treatment and 150 β cells from anti–PD-L1 treatment in the main β cell cluster and 393 β cells from anti–PD-L1 treatment in the atypical β cell cluster. (B) Analysis of the high Ins2+ cells reveals an atypical β cell population identified with anti–PD-L1 treatment only that expresses lower Ins2 and higher Gcg and Sst than the main β cell population. (C) MELD analysis shows the association of the atypical β cell subpopulation with anti–PD-L1 treatment. (D) Differential expression of genes in pathways including IFN responses, antigen processing and presentation, regulation of lymphocyte function, and TNF-α responses, upregulated in β cells with anti–PD-L1 treatment compared with anti–CTLA-4 treatment, within the main β cell cluster. Pathway analysis of 134 genes based on P < 0.05, q < 0.05, log2fc ≤ –0.6 and ≥ 0.6. (E) Differential expression of genes in pathways including maturity-onset diabetes of the young (MODY), T1D, peptide/insulin processing, and ER function were different between β cells in the atypical β cell cluster compared with the main β cell cluster in anti–PD-L1–treated islets. (F) Comparison of differentially expressed genes between the atypical β cell cluster versus the main β cell cluster and streptozotocin (STZ) versus no STZ from Sachs et al. by log2fc (54). Highlighted genes include those involved in β cell identity/maturity (red), insulin secretion (green), and other islet cell markers (blue).

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