TY - JOUR
T1 - Single-cell profiling reveals distinct subsets of CD14+ monocytes drive blood immune signatures of active tuberculosis
AU - Hillman, Hannah
AU - Khan, Nabeela
AU - Singhania, Akul
AU - Dubelko, Paige
AU - Soldevila, Ferran
AU - Tippalagama, Rashmi
AU - DeSilva, Aruna D.
AU - Gunasena, Bandu
AU - Perera, Judy
AU - Scriba, Thomas J.
AU - Ontong, Cynthia
AU - Fisher, Michelle
AU - Luabeya, Angelique
AU - Taplitz, Randy
AU - Seumois, Gregory
AU - Vijayanand, Pandurangan
AU - Hedrick, Catherine C.
AU - Peters, Bjoern
AU - Burel, Julie G.
N1 - Funding Information:
Research reported in this manuscript was supported by the National Institute of Allergy and Infectious Diseases of the National Institutes of Health under award numbers (U19-AI118626, S10OD025052 and S10OD016262). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Acknowledgments
Publisher Copyright:
Copyright © 2023 Hillman, Khan, Singhania, Dubelko, Soldevila, Tippalagama, DeSilva, Gunasena, Perera, Scriba, Ontong, Fisher, Luabeya, Taplitz, Seumois, Vijayanand, Hedrick, Peters and Burel.
PY - 2023/1/11
Y1 - 2023/1/11
N2 - Introduction: Previous studies suggest that monocytes are an important contributor to tuberculosis (TB)-specific immune signatures in blood. Methods: Here, we carried out comprehensive single-cell profiling of monocytes in paired blood samples of active TB (ATB) patients at diagnosis and mid-treatment, and healthy controls. Results: At diagnosis, ATB patients displayed increased monocyte-to-lymphocyte ratio, increased frequency of CD14+CD16- and intermediate CD14+CD16+ monocytes, and upregulation of interferon signaling genes that significantly overlapped with previously reported blood TB signatures in both CD14+ subsets. In this cohort, we identified additional transcriptomic and functional changes in intermediate CD14+CD16+ monocytes, such as the upregulation of inflammatory and MHC-II genes, and increased capacity to activate T cells, reflecting overall increased activation in this population. Single-cell transcriptomics revealed that distinct subsets of intermediate CD14+CD16+ monocytes were responsible for each gene signature, indicating significant functional heterogeneity within this population. Finally, we observed that changes in CD14+ monocytes were transient, as they were no longer observed in the same ATB patients mid-treatment, suggesting they are associated with disease resolution. Discussion: Together, our study demonstrates for the first time that both intermediate and classical monocytes individually contribute to blood immune signatures of ATB and identifies novel subsets and associated gene signatures that may hold disease relevance.
AB - Introduction: Previous studies suggest that monocytes are an important contributor to tuberculosis (TB)-specific immune signatures in blood. Methods: Here, we carried out comprehensive single-cell profiling of monocytes in paired blood samples of active TB (ATB) patients at diagnosis and mid-treatment, and healthy controls. Results: At diagnosis, ATB patients displayed increased monocyte-to-lymphocyte ratio, increased frequency of CD14+CD16- and intermediate CD14+CD16+ monocytes, and upregulation of interferon signaling genes that significantly overlapped with previously reported blood TB signatures in both CD14+ subsets. In this cohort, we identified additional transcriptomic and functional changes in intermediate CD14+CD16+ monocytes, such as the upregulation of inflammatory and MHC-II genes, and increased capacity to activate T cells, reflecting overall increased activation in this population. Single-cell transcriptomics revealed that distinct subsets of intermediate CD14+CD16+ monocytes were responsible for each gene signature, indicating significant functional heterogeneity within this population. Finally, we observed that changes in CD14+ monocytes were transient, as they were no longer observed in the same ATB patients mid-treatment, suggesting they are associated with disease resolution. Discussion: Together, our study demonstrates for the first time that both intermediate and classical monocytes individually contribute to blood immune signatures of ATB and identifies novel subsets and associated gene signatures that may hold disease relevance.
KW - flow cytometry
KW - immune signatures
KW - monocytes
KW - transcriptomics (RNA-Seq)
KW - tuberculosis
UR - http://www.scopus.com/inward/record.url?scp=85147033119&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85147033119&partnerID=8YFLogxK
U2 - 10.3389/fimmu.2022.1087010
DO - 10.3389/fimmu.2022.1087010
M3 - Article
C2 - 36713384
AN - SCOPUS:85147033119
SN - 1664-3224
VL - 13
JO - Frontiers in Immunology
JF - Frontiers in Immunology
M1 - 1087010
ER -