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Open AccessJournal ArticleDOI

Development of a Flow Cytometry Assay to Predict Immune Checkpoint Blockade-Related Complications

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TLDR
In this article, a 10-color flow cytometry panel was developed and validated for reliably quantifying CD4+ TEM cells and other biomarkers of irAE risk in peripheral blood samples.
Abstract
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 (TEM) 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+ TEM cells and other biomarkers of irAE risk in peripheral blood samples. Compared to previous methods, our new panel performs equally well in measuring CD4+ TEM cells (agreement = 98 %) and is superior in resolving CD4+ CD197+ CD45RA- central memory T cells (TCM) from CD4+ CD197+ CD45RA+ naive T cells (Tnaive). 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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Journal ArticleDOI

External validation of biomarkers for immune-related adverse events after immune checkpoint inhibition

TL;DR: Externally validate the performance of 59 previously reported markers of irAE risk in a new cohort of 110 patients receiving Nivolumab and Ipilimumab therapy, finding that alone or combined, the discriminatory value of these routine clinical parameters and flow cytometry biomarkers was poor.
Journal ArticleDOI

Advanced Immune Cell Profiling by Multiparameter Flow Cytometry in Humanized Patient-Derived Tumor Mice

TL;DR: Multicolor flow cytometry was applied to characterize immune cell subsets in the spleen of humanized mice transplanted with patient-derived breast cancer tissues to contribute to a better understanding of immune-oncologic processes.
Journal ArticleDOI

Prediction of immune checkpoint blockade‐related hepatitis in metastatic melanoma patients

TL;DR: A subset of patients with metastatic melanoma that are predisposed to hepatitis after combined PD‐1 and CTLA‐4 blockade is identified, characterized by pre‐treatment expansion of effector memory CD4+ T cells (TEM cells) in blood, which is a reliable biomarker of hepatitis risk.
Journal ArticleDOI

Vorhersage von Immuncheckpoint‐Inhibitor‐bedingter Hepatitis bei Patienten mit metastasiertem Melanom

TL;DR: In this article , a Gruppe von Tumorerkrankungen is gelungen, Patienten mit metastasiertem Melanom zu identifizieren, die eine erhöhtes Risiko haben, eine immunvermittelte Hepatitis zu entwickeln.
Posted ContentDOI

Restricting datasets to classifiable samples augments discovery of immune disease markers

TL;DR: In this article , the authors introduce dataset restriction, a procedure that splits datasets into classifiable and unclassifiable samples, and apply it to synthetic flow cytometry data to find new markers of immune-related adverse event risk after immunotherapy.
References
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Journal ArticleDOI

Combined Nivolumab and Ipilimumab or Monotherapy in Untreated Melanoma.

TL;DR: Among previously untreated patients with metastatic melanoma, nivolumab alone or combined with ipilimumab resulted in significantly longer progression-free survival than ipILimumab alone, and in patients with PD-L1-negative tumors, the combination of PD-1 and CTLA-4 blockade was more effective than either agent alone.
Journal ArticleDOI

Immune-Related Adverse Events Associated with Immune Checkpoint Blockade

TL;DR: The wide range of immune-related adverse effects associated with immune checkpoint blockade can complicate this effective therapy and limit its use in patients with cancer.
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