Meyer, Melissa A ORCID: 0000-0003-3050-4819, Dinh, Huy Q, Alimadadi, Ahmad, Araujo, Daniel J, Chatterjee, Nandini, Gutierrez, Norma A, Zhu, Yanfang Peipei, Hunter, Emma L, Liang, Shu, Seumois, Gregory et al (show 5 more authors)
(2023)
Human CD79b<sup>+</sup> neutrophils in the blood are associated with early-stage melanoma.
Frontiers in immunology, 14.
1224045-.
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Human CD79bsup+sup neutrophils in the blood are associated with early-stage melanoma.pdf - Open Access published version Download (5MB) | Preview |
Abstract
<h4>Purpose</h4>Due to their abundance in the blood, low RNA content, and short lifespan, neutrophils have been classically considered to be one homogenous pool. However, recent work has found that mature neutrophils and neutrophil progenitors are composed of unique subsets exhibiting context-dependent functions. In this study, we ask if neutrophil heterogeneity is associated with melanoma incidence and/or disease stage.<h4>Experimental design</h4>Using mass cytometry, we profiled melanoma patient blood for unique cell surface markers among neutrophils. Markers were tested for their predictiveness using flow cytometry data and random forest machine learning.<h4>Results</h4>We identified CD79b<sup>+</sup> neutrophils (CD3<sup>-</sup>CD56<sup>-</sup>CD19<sup>-</sup>Siglec8<sup>-</sup>CD203c<sup>-</sup>CD86<sup>Lo</sup>CD66b<sup>+</sup>CD79b<sup>+</sup>) that are normally restricted to the bone marrow in healthy humans but appear in the blood of subjects with early-stage melanoma. Further, we found CD79b<sup>+</sup> neutrophils present in tumors of subjects with head and neck cancer. AI-mediated machine learning analysis of neutrophils from subjects with melanoma confirmed that CD79b expression among peripheral blood neutrophils is highly important in identifying melanoma incidence. We noted that CD79b<sup>+</sup> neutrophils possessed a neutrophilic appearance but have transcriptional and surface-marker phenotypes reminiscent of B cells. Compared to remaining blood neutrophils, CD79b<sup>+</sup> neutrophils are primed for NETosis, express higher levels of antigen presentation-related proteins, and have an increased capacity for phagocytosis.<h4>Conclusion</h4>Our work suggests that CD79b<sup>+</sup> neutrophils are associated with early-stage melanoma.
Item Type: | Article |
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Uncontrolled Keywords: | B-Lymphocytes, Neutrophils, Humans, Melanoma, Antigens, CD19, Leukemia, Lymphocytic, Chronic, B-Cell |
Divisions: | Faculty of Health and Life Sciences Faculty of Health and Life Sciences > Institute of Systems, Molecular and Integrative Biology |
Depositing User: | Symplectic Admin |
Date Deposited: | 13 Dec 2023 11:33 |
Last Modified: | 02 Apr 2024 09:30 |
DOI: | 10.3389/fimmu.2023.1224045 |
Related URLs: | |
URI: | https://livrepository.liverpool.ac.uk/id/eprint/3177340 |