Development of a Flow Cytometry Assay to Predict Immune Checkpoint Blockade-Related Complications
Treatment of advanced melanoma with combined immune checkpoint inhibitor (ICI) therapy is complicated in up to 50% of cases by immune-related adverse events (irAE) that commonly include hepatitis, colitis and skin reactions. We previously reported that pre-therapy expansion of cytomegalovirus (CMV)-...
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Veröffentlicht in: | Frontiers in immunology 2021-11, Vol.12, p.765644-765644 |
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Sprache: | eng |
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Zusammenfassung: | Treatment of advanced melanoma with combined immune checkpoint inhibitor (ICI) therapy is complicated in up to 50% of cases by immune-related adverse events (irAE) that commonly include hepatitis, colitis and skin reactions. We previously reported that pre-therapy expansion of cytomegalovirus (CMV)-reactive CD4
effector memory T cells (T
) predicts ICI-related hepatitis in a subset of patients with Stage IV melanoma given αPD-1 and αCTLA-4. Here, we develop and validate a 10-color flow cytometry panel for reliably quantifying CD4
T
cells and other biomarkers of irAE risk in peripheral blood samples. Compared to previous methods, our new panel performs equally well in measuring CD4
T
cells (agreement = 98%) and is superior in resolving CD4
CD197
CD45RA
central memory T cells (T
) from CD4
CD197
CD45RA
naive T cells (T
). It also enables us to precisely quantify CD14
monocytes (CV = 6.6%). Our new "monocyte and T cell" (MoT) assay predicts immune-related hepatitis with a positive predictive value (PPV) of 83% and negative predictive value (NPV) of 80%. Our essential improvements open the possibility of sharing our predictive methods with other clinical centers. Furthermore, condensing measurements of monocyte and memory T cell subsets into a single assay simplifies our workflows and facilitates computational analyses. |
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ISSN: | 1664-3224 1664-3224 |
DOI: | 10.3389/fimmu.2021.765644 |