Cargando…

Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA

Degenerative disc disease (DDD), a major contributor to discogenic pain, which is mainly resulted from the dysfunction of nucleus pulposus (NP), annulus fibrosis (AF) and cartilage endplate (CEP) cells. Genetic and cellular components alterations in CEP may influence disc homeostasis, while few sing...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Weihang, Zhang, Shilei, Zhao, Yingjing, Wang, Dong, Shi, Quan, Ding, Ziyi, Wang, Yongchun, Gao, Bo, Yan, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271696/
https://www.ncbi.nlm.nih.gov/pubmed/35833124
http://dx.doi.org/10.3389/fimmu.2022.933721
_version_ 1784744725196046336
author Li, Weihang
Zhang, Shilei
Zhao, Yingjing
Wang, Dong
Shi, Quan
Ding, Ziyi
Wang, Yongchun
Gao, Bo
Yan, Ming
author_facet Li, Weihang
Zhang, Shilei
Zhao, Yingjing
Wang, Dong
Shi, Quan
Ding, Ziyi
Wang, Yongchun
Gao, Bo
Yan, Ming
author_sort Li, Weihang
collection PubMed
description Degenerative disc disease (DDD), a major contributor to discogenic pain, which is mainly resulted from the dysfunction of nucleus pulposus (NP), annulus fibrosis (AF) and cartilage endplate (CEP) cells. Genetic and cellular components alterations in CEP may influence disc homeostasis, while few single-cell RNA sequencing (scRNA-seq) report in CEP makes it a challenge to evaluate cellular heterogeneity in CEP. Here, this study conducted a first conjoint analysis of weighted gene co-expression network analysis (WGCNA) and scRNA-seq in CEP, systematically analyzed the interested module, immune infiltration situation, and cell niches in CEP. WGCNA and protein-protein interaction (PPI) network determined a group of gene signatures responsible for degenerative CEP, including BRD4, RAF1, ANGPT1, CHD7 and NOP56; differentially immune analysis elucidated that CD4(+) T cells, NK cells and dendritic cells were highly activated in degenerative CEP; then single-cell resolution transcriptomic landscape further identified several mesenchymal stem cells and other cellular components focused on human CEP, which illuminated niche atlas of different cell subpopulations: 8 populations were identified by distinct molecular signatures. Among which, NP progenitor/mesenchymal stem cells (NPMSC), also served as multipotent stem cells in CEP, exhibited regenerative and therapeutic potentials in promoting bone repair and maintaining bone homeostasis through SPP1, NRP1-related cascade reactions; regulatory and effector mesenchymal chondrocytes could be further classified into 2 different subtypes, and each subtype behaved potential opposite effects in maintaining cartilage homeostasis; next, the potential functional differences of each mesenchymal stem cell populations and the possible interactions with different cell types analysis revealed that JAG1, SPP1, MIF and PDGF etc. generated by different cells could regulate the CEP homeostasis by bone formation or angiogenesis, which could be served as novel therapeutic targets for degenerative CEP. In brief, this study mainly revealed the mesenchymal stem cells populations complexity and phenotypic characteristics in CEP. In brief, this study filled the gap in the knowledge of CEP components, further enhanced researchers’ understanding of CEP and their cell niches constitution.
format Online
Article
Text
id pubmed-9271696
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-92716962022-07-12 Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA Li, Weihang Zhang, Shilei Zhao, Yingjing Wang, Dong Shi, Quan Ding, Ziyi Wang, Yongchun Gao, Bo Yan, Ming Front Immunol Immunology Degenerative disc disease (DDD), a major contributor to discogenic pain, which is mainly resulted from the dysfunction of nucleus pulposus (NP), annulus fibrosis (AF) and cartilage endplate (CEP) cells. Genetic and cellular components alterations in CEP may influence disc homeostasis, while few single-cell RNA sequencing (scRNA-seq) report in CEP makes it a challenge to evaluate cellular heterogeneity in CEP. Here, this study conducted a first conjoint analysis of weighted gene co-expression network analysis (WGCNA) and scRNA-seq in CEP, systematically analyzed the interested module, immune infiltration situation, and cell niches in CEP. WGCNA and protein-protein interaction (PPI) network determined a group of gene signatures responsible for degenerative CEP, including BRD4, RAF1, ANGPT1, CHD7 and NOP56; differentially immune analysis elucidated that CD4(+) T cells, NK cells and dendritic cells were highly activated in degenerative CEP; then single-cell resolution transcriptomic landscape further identified several mesenchymal stem cells and other cellular components focused on human CEP, which illuminated niche atlas of different cell subpopulations: 8 populations were identified by distinct molecular signatures. Among which, NP progenitor/mesenchymal stem cells (NPMSC), also served as multipotent stem cells in CEP, exhibited regenerative and therapeutic potentials in promoting bone repair and maintaining bone homeostasis through SPP1, NRP1-related cascade reactions; regulatory and effector mesenchymal chondrocytes could be further classified into 2 different subtypes, and each subtype behaved potential opposite effects in maintaining cartilage homeostasis; next, the potential functional differences of each mesenchymal stem cell populations and the possible interactions with different cell types analysis revealed that JAG1, SPP1, MIF and PDGF etc. generated by different cells could regulate the CEP homeostasis by bone formation or angiogenesis, which could be served as novel therapeutic targets for degenerative CEP. In brief, this study mainly revealed the mesenchymal stem cells populations complexity and phenotypic characteristics in CEP. In brief, this study filled the gap in the knowledge of CEP components, further enhanced researchers’ understanding of CEP and their cell niches constitution. Frontiers Media S.A. 2022-06-27 /pmc/articles/PMC9271696/ /pubmed/35833124 http://dx.doi.org/10.3389/fimmu.2022.933721 Text en Copyright © 2022 Li, Zhang, Zhao, Wang, Shi, Ding, Wang, 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
Zhang, Shilei
Zhao, Yingjing
Wang, Dong
Shi, Quan
Ding, Ziyi
Wang, Yongchun
Gao, Bo
Yan, Ming
Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA
title Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA
title_full Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA
title_fullStr Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA
title_full_unstemmed Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA
title_short Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA
title_sort revealing the key mscs niches and pathogenic genes in influencing cep homeostasis: a conjoint analysis of single-cell and wgcna
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271696/
https://www.ncbi.nlm.nih.gov/pubmed/35833124
http://dx.doi.org/10.3389/fimmu.2022.933721
work_keys_str_mv AT liweihang revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT zhangshilei revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT zhaoyingjing revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT wangdong revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT shiquan revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT dingziyi revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT wangyongchun revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT gaobo revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna
AT yanming revealingthekeymscsnichesandpathogenicgenesininfluencingcephomeostasisaconjointanalysisofsinglecellandwgcna