Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysis

Abstract Chondrocytes are the key target cells of the cartilage degeneration that occurs in Kashin–Beck disease (KBD) and osteoarthritis (OA). However, the heterogeneity of articular cartilage cell types present in KBD and OA patients and healthy controls is still unknown, which has prevented the st...

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Main Authors: Xi Wang, Yujie Ning, Pan Zhang, Blandine Poulet, Ruitian Huang, Yi Gong, Minhan Hu, Cheng Li, Rong Zhou, Mikko J. Lammi, Xiong Guo
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Cell Death and Disease
Online Access:https://doi.org/10.1038/s41419-021-03832-3
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spelling doaj-2db8de405c91438dbe3bbc30dc84db0f2021-05-30T11:05:35ZengNature Publishing GroupCell Death and Disease2041-48892021-05-0112611510.1038/s41419-021-03832-3Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysisXi Wang0Yujie Ning1Pan Zhang2Blandine Poulet3Ruitian Huang4Yi Gong5Minhan Hu6Cheng Li7Rong Zhou8Mikko J. Lammi9Xiong Guo10School of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionSchool of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionSchool of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionInstitute of Lifecourse and Medical Sciences, Department of Musculoskeletal and Ageing Science, University of LiverpoolSchool of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionSchool of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionSchool of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionShaanxi Provincial Institute for Endemic Disease ControlShaanxi Provincial Institute for Endemic Disease ControlSchool of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionSchool of Public Health, Xi’an Jiaotong University Health Science Center, Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning CommissionAbstract Chondrocytes are the key target cells of the cartilage degeneration that occurs in Kashin–Beck disease (KBD) and osteoarthritis (OA). However, the heterogeneity of articular cartilage cell types present in KBD and OA patients and healthy controls is still unknown, which has prevented the study of the pathophysiology of the mechanisms underlying the roles of different populations of chondrocytes in the processes leading to KBD and OA. Here, we aimed to identify the transcriptional programmes and all major cell populations in patients with KBD, patients with OA and healthy controls to identify the markers that discriminate among chondrocytes in these three groups. Single-cell RNA sequencing was performed to identify chondrocyte populations and their gene signatures in KBD, OA and healthy cells to investigate their differences as related to the pathogenetic mechanisms of these two osteochondral diseases. We performed immunohistochemistry and quantitative reverse-transcription PCR (qRT-PCR) assays to validate the markers for chondrocyte population. Ten clusters were labelled by cell type according to the expression of previously described markers, and one novel population was identified according to the expression of a new set of markers. The homeostatic and mitochondrial chondrocyte populations, which were identified by the expression of the unknown markers MT1X and MT2A and MT-ND1 and MT-ATP6, were markedly expanded in KBD. The regulatory chondrocyte population, identified by the expression of CHI3L1, was markedly expanded in OA. Our study allows us to better understand the heterogeneity of chondrocytes in KBD and OA and provides new evidence of differences in the pathogenetic mechanisms between these two diseases.https://doi.org/10.1038/s41419-021-03832-3
collection DOAJ
language English
format Article
sources DOAJ
author Xi Wang
Yujie Ning
Pan Zhang
Blandine Poulet
Ruitian Huang
Yi Gong
Minhan Hu
Cheng Li
Rong Zhou
Mikko J. Lammi
Xiong Guo
spellingShingle Xi Wang
Yujie Ning
Pan Zhang
Blandine Poulet
Ruitian Huang
Yi Gong
Minhan Hu
Cheng Li
Rong Zhou
Mikko J. Lammi
Xiong Guo
Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysis
Cell Death and Disease
author_facet Xi Wang
Yujie Ning
Pan Zhang
Blandine Poulet
Ruitian Huang
Yi Gong
Minhan Hu
Cheng Li
Rong Zhou
Mikko J. Lammi
Xiong Guo
author_sort Xi Wang
title Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysis
title_short Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysis
title_full Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysis
title_fullStr Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysis
title_full_unstemmed Comparison of the major cell populations among osteoarthritis, Kashin–Beck disease and healthy chondrocytes by single-cell RNA-seq analysis
title_sort comparison of the major cell populations among osteoarthritis, kashin–beck disease and healthy chondrocytes by single-cell rna-seq analysis
publisher Nature Publishing Group
series Cell Death and Disease
issn 2041-4889
publishDate 2021-05-01
description Abstract Chondrocytes are the key target cells of the cartilage degeneration that occurs in Kashin–Beck disease (KBD) and osteoarthritis (OA). However, the heterogeneity of articular cartilage cell types present in KBD and OA patients and healthy controls is still unknown, which has prevented the study of the pathophysiology of the mechanisms underlying the roles of different populations of chondrocytes in the processes leading to KBD and OA. Here, we aimed to identify the transcriptional programmes and all major cell populations in patients with KBD, patients with OA and healthy controls to identify the markers that discriminate among chondrocytes in these three groups. Single-cell RNA sequencing was performed to identify chondrocyte populations and their gene signatures in KBD, OA and healthy cells to investigate their differences as related to the pathogenetic mechanisms of these two osteochondral diseases. We performed immunohistochemistry and quantitative reverse-transcription PCR (qRT-PCR) assays to validate the markers for chondrocyte population. Ten clusters were labelled by cell type according to the expression of previously described markers, and one novel population was identified according to the expression of a new set of markers. The homeostatic and mitochondrial chondrocyte populations, which were identified by the expression of the unknown markers MT1X and MT2A and MT-ND1 and MT-ATP6, were markedly expanded in KBD. The regulatory chondrocyte population, identified by the expression of CHI3L1, was markedly expanded in OA. Our study allows us to better understand the heterogeneity of chondrocytes in KBD and OA and provides new evidence of differences in the pathogenetic mechanisms between these two diseases.
url https://doi.org/10.1038/s41419-021-03832-3
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