Decoding the role of macrophages in periodontitis and type 2 diabetes using single-cell RNA-sequencing

被引:26
|
作者
Agrafioti, Panagiota [1 ,2 ]
Morin-Baxter, Joshua [2 ,3 ]
Tanagala, Kranthi K. K. [1 ,2 ]
Dubey, Sunil [1 ,2 ]
Sims, Peter [4 ,5 ]
Lalla, Evanthia [1 ]
Momen-Heravi, Fatemeh [1 ,2 ,6 ]
机构
[1] Columbia Univ, Coll Dent Med, Div Periodont, Sect Oral Diagnost & Rehabil Sci, 630 W 168th St,PH7-200, New York, NY 10032 USA
[2] Columbia Univ, Canc Biol & Immunol Lab, Irving Med Ctr, New York, NY 10032 USA
[3] Columbia Univ, Fu Fdn Sch Engn & Appl Sci, New York, NY 10032 USA
[4] Columbia Univ, Dept Syst Biol, Irving Med Ctr, New York, NY 10032 USA
[5] Columbia Univ, Dept Biochem & Mol Biophys, Irving Med Ctr, New York, NY 10032 USA
[6] Columbia Univ, Herbert Irving Comprehens Canc Ctr, Irving Med Ctr, New York, NY 10032 USA
来源
FASEB JOURNAL | 2022年 / 36卷 / 02期
关键词
macrophages; periodontitis; single-cell RNA-sequencing; type; 2; diabetes; FACTOR-KAPPA-B; TRANSCRIPTION FACTOR; COMPLICATIONS; EXPRESSION; GENE; MECHANISMS; GENOTYPES; RECEPTOR; DISEASE; TARGET;
D O I
10.1096/fj.202101198R
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Macrophages are resident myeloid cells in the gingival tissue which control homeostasis and play a pivotal role in orchestrating the immune response in periodontitis. Cell heterogeneity and functional phenotypes of macrophage subpopulations in periodontitis remain elusive. Here, we isolated gingival tissue from periodontitis-affected and healthy sites of patients with and without type 2 diabetes mellitus (T2DM). We then used single-cell RNA-sequencing (scRNA-seq) to define the heterogeneity of tissue-resident macrophages in gingival tissue in health vs. periodontitis. scRNA-seq demonstrated an unforeseen gene expression heterogeneity among macrophages in periodontitis and showed transcriptional and signaling heterogeneity of identified subsets in an independent cohort of patients with periodontitis and T2DM. Our bioinformatic inferences indicated divergent expression profiles in macrophages driven by transcriptional regulators CIITA, RELA, RFX5, and RUNX2. Macrophages in periodontitis expressed both pro-inflammatory and anti-inflammatory markers and their polarization was not mutually exclusive. The majority of macrophages in periodontitis expressed the monocyte lineage marker CD14, indicating their bone marrow lineage. We also found high expression and activation of RELA, a subunit of the NF-kappa B transcription factor complex, in gingival macrophages of periodontitis patients with T2DM. Our data suggested that heterogeneity and hyperinflammatory activation of macrophages may be relevant to the pathogenesis and outcomes of periodontitis, and may be further augmented in patients with T2DM.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Single-Cell RNA-Sequencing in Glioma
    Eli Johnson
    Katherine L. Dickerson
    Ian D. Connolly
    Melanie Hayden Gephart
    Current Oncology Reports, 2018, 20
  • [2] Transcriptomics and single-cell RNA-sequencing
    Chambers, Daniel C.
    Carew, Alan M.
    Lukowski, Samuel W.
    Powell, Joseph E.
    RESPIROLOGY, 2019, 24 (01) : 29 - 36
  • [3] Single-Cell RNA-Sequencing in Glioma
    Johnson, Eli
    Dickerson, Katherine L.
    Connolly, Ian D.
    Gephart, Melanie Hayden
    CURRENT ONCOLOGY REPORTS, 2018, 20 (05)
  • [4] Single-cell RNA-sequencing of the brain
    Duran, Raquel Cuevas-Diaz
    Wei, Haichao
    Wu, Jia Qian
    CLINICAL AND TRANSLATIONAL MEDICINE, 2017, 6
  • [5] Single-cell RNA-sequencing in asthma research
    Tang, Weifeng
    Li, Mihui
    Teng, Fangzhou
    Cui, Jie
    Dong, Jingcheng
    Wang, Wenqian
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [6] Single-cell isolation by a modular single-cell pipette for RNA-sequencing
    Zhang, Kai
    Gao, Min
    Chong, Zechen
    Li, Ying
    Han, Xin
    Chen, Rui
    Qin, Lidong
    LAB ON A CHIP, 2016, 16 (24) : 4742 - 4748
  • [7] Cell type matching in single-cell RNA-sequencing data using FR-Match
    Zhang, Yun
    Aevermann, Brian
    Gala, Rohan
    Scheuermann, Richard H.
    SCIENTIFIC REPORTS, 2022, 12 (01):
  • [8] Cell type matching in single-cell RNA-sequencing data using FR-Match
    Yun Zhang
    Brian Aevermann
    Rohan Gala
    Richard H. Scheuermann
    Scientific Reports, 12 (1)
  • [9] Type 2 diabetes-induced beta cell gene regulatory networks identified using single-cell RNA-sequencing of human islets
    Wierup, N.
    Martinez-Lopez, J. A.
    Lindqvist, A.
    Fred, R. G.
    Munoz-Manchado, A. B.
    Chriett, S.
    Shcherbina, L.
    Hjerling-Leffler, J.
    DIABETOLOGIA, 2018, 61 : S117 - S118
  • [10] A Single-Cell RNA-Sequencing Analysis of Distinct Subsets of Synovial Macrophages in Rheumatoid Arthritis
    Li, Xiaoyu
    Sun, Hao
    Li, Hao
    Li, Deng
    Cai, Zhiqing
    Xu, Jie
    Ma, Ruofan
    DNA AND CELL BIOLOGY, 2023, 42 (04) : 212 - 222