Cargando…

Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome

Intervertebral disk degeneration (IDD) is a chronic inflammatory disease with intricate connections between immune infiltration and oxidative stress (OS). Complex cell niches exist in degenerative intervertebral disk (IVD) and interact with each other and regulate the disk homeostasis together. Howe...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Weihang, Zhao, Yingjing, Wang, Yongchun, He, Zhijian, Zhang, Linyuan, Yuan, Bin, Li, Chengfei, Luo, Zhuojing, Gao, Bo, Yan, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929188/
https://www.ncbi.nlm.nih.gov/pubmed/36817437
http://dx.doi.org/10.3389/fimmu.2023.1090637
_version_ 1784888795140718592
author Li, Weihang
Zhao, Yingjing
Wang, Yongchun
He, Zhijian
Zhang, Linyuan
Yuan, Bin
Li, Chengfei
Luo, Zhuojing
Gao, Bo
Yan, Ming
author_facet Li, Weihang
Zhao, Yingjing
Wang, Yongchun
He, Zhijian
Zhang, Linyuan
Yuan, Bin
Li, Chengfei
Luo, Zhuojing
Gao, Bo
Yan, Ming
author_sort Li, Weihang
collection PubMed
description Intervertebral disk degeneration (IDD) is a chronic inflammatory disease with intricate connections between immune infiltration and oxidative stress (OS). Complex cell niches exist in degenerative intervertebral disk (IVD) and interact with each other and regulate the disk homeostasis together. However, few studies have used longitudinal approach to describe the immune response of IDD progression. Here, we conducted conjoint analysis of bulk-RNA sequencing and single-cell sequencing, together with a series of techniques like weighted gene co-expression network analysis (WGCNA), immune infiltration analysis, and differential analysis, to systematically decipher the difference in OS-related functions of different cell populations within degenerative IVD tissues, and further depicted the longitudinal alterations of immune cells, especially monocytes/macrophages in the progression of IDD. The OS-related genes CYP1A1, MMP1, CCND1, and NQO1 are highly expressed and might be diagnostic biomarkers for the progression of IDD. Further landscape of IVD microenvironment showed distinct changes in cell proportions and characteristics at late degeneration compared to early degeneration of IDD. Monocytes/macrophages were classified into five distinct subpopulations with different roles. The trajectory lineage analysis revealed transcriptome alterations from effector monocytes/macrophages and regulatory macrophages to other subtypes during the evolution process and identified monocytes/macrophage subpopulations that had rapidly experienced the activation of inflammatory or anti-inflammatory responses. This study further proposed that personalized therapeutic strategies are needed to be formulated based on specific monocyte/macrophage subtypes and degenerative stages of IDD.
format Online
Article
Text
id pubmed-9929188
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-99291882023-02-16 Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome Li, Weihang Zhao, Yingjing Wang, Yongchun He, Zhijian Zhang, Linyuan Yuan, Bin Li, Chengfei Luo, Zhuojing Gao, Bo Yan, Ming Front Immunol Immunology Intervertebral disk degeneration (IDD) is a chronic inflammatory disease with intricate connections between immune infiltration and oxidative stress (OS). Complex cell niches exist in degenerative intervertebral disk (IVD) and interact with each other and regulate the disk homeostasis together. However, few studies have used longitudinal approach to describe the immune response of IDD progression. Here, we conducted conjoint analysis of bulk-RNA sequencing and single-cell sequencing, together with a series of techniques like weighted gene co-expression network analysis (WGCNA), immune infiltration analysis, and differential analysis, to systematically decipher the difference in OS-related functions of different cell populations within degenerative IVD tissues, and further depicted the longitudinal alterations of immune cells, especially monocytes/macrophages in the progression of IDD. The OS-related genes CYP1A1, MMP1, CCND1, and NQO1 are highly expressed and might be diagnostic biomarkers for the progression of IDD. Further landscape of IVD microenvironment showed distinct changes in cell proportions and characteristics at late degeneration compared to early degeneration of IDD. Monocytes/macrophages were classified into five distinct subpopulations with different roles. The trajectory lineage analysis revealed transcriptome alterations from effector monocytes/macrophages and regulatory macrophages to other subtypes during the evolution process and identified monocytes/macrophage subpopulations that had rapidly experienced the activation of inflammatory or anti-inflammatory responses. This study further proposed that personalized therapeutic strategies are needed to be formulated based on specific monocyte/macrophage subtypes and degenerative stages of IDD. Frontiers Media S.A. 2023-02-01 /pmc/articles/PMC9929188/ /pubmed/36817437 http://dx.doi.org/10.3389/fimmu.2023.1090637 Text en Copyright © 2023 Li, Zhao, Wang, He, Zhang, Yuan, Li, Luo, Gao and Yan https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Li, Weihang
Zhao, Yingjing
Wang, Yongchun
He, Zhijian
Zhang, Linyuan
Yuan, Bin
Li, Chengfei
Luo, Zhuojing
Gao, Bo
Yan, Ming
Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome
title Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome
title_full Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome
title_fullStr Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome
title_full_unstemmed Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome
title_short Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome
title_sort deciphering the sequential changes of monocytes/macrophages in the progression of idd with longitudinal approach using single-cell transcriptome
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929188/
https://www.ncbi.nlm.nih.gov/pubmed/36817437
http://dx.doi.org/10.3389/fimmu.2023.1090637
work_keys_str_mv AT liweihang decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT zhaoyingjing decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT wangyongchun decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT hezhijian decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT zhanglinyuan decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT yuanbin decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT lichengfei decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT luozhuojing decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT gaobo decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome
AT yanming decipheringthesequentialchangesofmonocytesmacrophagesintheprogressionofiddwithlongitudinalapproachusingsinglecelltranscriptome