High-Parameter Mass Cytometry Evaluation of Relapsed/Refractory Multiple Myeloma Patients Treated with Daratumumab Demonstrates Immune Modulation as a Novel Mechanism of Action.
Homer C AdamsFrederik StevenaertJakub KrejcikKoen Van der BorghtTina SmetsJaime BaldYann AbrahamHugo CeulemansChristopher ChiuGreet VanhoofSaad Z UsmaniTorben PlesnerSagar LonialInger NijhofHenk M LokhorstTuna MutisNiels W C J van de DonkAmy Kate SasserTineke CasneufPublished in: Cytometry. Part A : the journal of the International Society for Analytical Cytology (2018)
Daratumumab is a CD38-targeted human monoclonal antibody with direct anti-myeloma cell mechanisms of action. Flow cytometry in relapsed and/or refractory multiple myeloma (RRMM) patients treated with daratumumab revealed cytotoxic T-cell expansion and reduction of immune-suppressive populations, suggesting immune modulation as an additional mechanism of action. Here, we performed an in-depth analysis of the effects of daratumumab on immune-cell subpopulations using high-dimensional mass cytometry. Whole-blood and bone-marrow baseline and on-treatment samples from RRMM patients who participated in daratumumab monotherapy studies (SIRIUS and GEN501) were evaluated with high-throughput immunophenotyping. In daratumumab-treated patients, the intensity of CD38 marker expression decreased on many immune cells in SIRIUS whole-blood samples. Natural killer (NK) cells were depleted with daratumumab, with remaining NK cells showing increased CD69 and CD127, decreased CD45RA, and trends for increased CD25, CD27, and CD137 and decreased granzyme B. Immune-suppressive population depletion paralleled previous findings, and a newly observed reduction in CD38+ basophils was seen in patients who received monotherapy. After 2 months of daratumumab, the T-cell population in whole-blood samples from responders shifted to a CD8 prevalence with higher granzyme B positivity (P = 0.017), suggesting increased killing capacity and supporting monotherapy-induced CD8+ T-cell activation. High-throughput cytometry immune profiling confirms and builds upon previous flow cytometry data, including comparable CD38 marker intensity on plasma cells, NK cells, monocytes, and B/T cells. Interestingly, a shift toward cytolytic granzyme B+ T cells was also observed and supports adaptive responses in patients that may contribute to depth of response. © 2018 The Authors. Cytometry Part A published by Wiley Periodicals, Inc. on behalf of International Society for Advancement of Cytometry.
Keyphrases
- multiple myeloma
- nk cells
- single cell
- flow cytometry
- high throughput
- bone marrow
- end stage renal disease
- newly diagnosed
- chronic kidney disease
- prognostic factors
- endothelial cells
- clinical trial
- rheumatoid arthritis
- ejection fraction
- cell proliferation
- monoclonal antibody
- mesenchymal stem cells
- open label
- acute lymphoblastic leukemia
- optical coherence tomography
- randomized controlled trial
- drug delivery
- oxidative stress
- data analysis
- machine learning
- induced apoptosis
- cancer therapy
- signaling pathway
- hodgkin lymphoma
- long non coding rna