Single‐cell RNA Seq reveals cellular landscape‐specific characteristics and potential etiologies for adolescent idiopathic scoliosis
Backgrounds Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development‐related cells play important roles in its pathogenesis. However, a comprehensive single‐cell‐level differentiation ro...
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Published in | JOR-spine Vol. 4; no. 4; pp. e1184 - n/a |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
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Hoboken, USA
John Wiley & Sons, Inc
01.12.2021
Wiley |
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Abstract | Backgrounds
Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development‐related cells play important roles in its pathogenesis. However, a comprehensive single‐cell‐level differentiation roadmap in AIS has not been achieved.
Methods
The present study compared the single‐cell level cellular landscapes of spinal cancellous bone tissues between AIS patients and healthy subjects using high throughput single‐cell RNA sequencing (scRNA‐seq), which covers multiple cellular lineages including osteoblast, chondrocyte, osteoclast and related immunocytes. We constructed the differentiation trajectories of bone development‐related cell lineages through pseudotime analysis, and the intercellular‐communication networks between bone development‐related cells and immunocytes were further developed.
Results
A total of 11 distinct cell clusters were identified according to the genome‐wide transcriptome profiles. t‐Distributed stochastic neighbor embedding (t‐SNE) analysis showed that mesenchymal stem cells (MSC) were classified into three subtypes: MSC‐LOXL2, MSC‐IGFBP5, and MSC‐GJA1. Gene ontology (GO) analysis showed that MSC‐GJA1 might possess greater osteoblast differentiation potential than the others. MSC‐IGFBP5 was the specific MSC subtype observed only in AIS. There were two distinct gene expression clusters: OB‐DPT and OB‐OLFML2B, and the counts of osteoblasts derived from AIS was significantly less than that of non‐AIS subjects. In AIS patients, MSC‐IGFBP5 failed to differentiate into osteoblasts and exhibited negative regulation of cell proliferation and enhanced cell death. CPC‐PCNA was found to be the specific chondrocyte progenitor cell (CPC) subtype observed only in AIS patients. The cell counts of OC‐BIRC3 in AIS were less than those in controls. Pseudotime analysis suggested two possible distinct osteoclast differentiation patterns in AIS and control subjects. Monocytes in AIS mainly differentiated into OC‐CRISP3.
Conclusions
Our single‐cell analysis first revealed differences existed in the cellular states between AIS patients and healthy subjects and found the differentiation disruption of specific MSC and CPC clusters in AIS. Cell communication analysis provided the possible pathogenesis of osteoblast and chondrocyte differentiation dysfunction in AIS.
Single‐cell RNA Seq reveals cellular landscape‐specific characteristics and potential etiologies for adolescent idiopathic scoliosis. |
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AbstractList | BackgroundsAbnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development‐related cells play important roles in its pathogenesis. However, a comprehensive single‐cell‐level differentiation roadmap in AIS has not been achieved.MethodsThe present study compared the single‐cell level cellular landscapes of spinal cancellous bone tissues between AIS patients and healthy subjects using high throughput single‐cell RNA sequencing (scRNA‐seq), which covers multiple cellular lineages including osteoblast, chondrocyte, osteoclast and related immunocytes. We constructed the differentiation trajectories of bone development‐related cell lineages through pseudotime analysis, and the intercellular‐communication networks between bone development‐related cells and immunocytes were further developed.ResultsA total of 11 distinct cell clusters were identified according to the genome‐wide transcriptome profiles. t‐Distributed stochastic neighbor embedding (t‐SNE) analysis showed that mesenchymal stem cells (MSC) were classified into three subtypes: MSC‐LOXL2, MSC‐IGFBP5, and MSC‐GJA1. Gene ontology (GO) analysis showed that MSC‐GJA1 might possess greater osteoblast differentiation potential than the others. MSC‐IGFBP5 was the specific MSC subtype observed only in AIS. There were two distinct gene expression clusters: OB‐DPT and OB‐OLFML2B, and the counts of osteoblasts derived from AIS was significantly less than that of non‐AIS subjects. In AIS patients, MSC‐IGFBP5 failed to differentiate into osteoblasts and exhibited negative regulation of cell proliferation and enhanced cell death. CPC‐PCNA was found to be the specific chondrocyte progenitor cell (CPC) subtype observed only in AIS patients. The cell counts of OC‐BIRC3 in AIS were less than those in controls. Pseudotime analysis suggested two possible distinct osteoclast differentiation patterns in AIS and control subjects. Monocytes in AIS mainly differentiated into OC‐CRISP3.ConclusionsOur single‐cell analysis first revealed differences existed in the cellular states between AIS patients and healthy subjects and found the differentiation disruption of specific MSC and CPC clusters in AIS. Cell communication analysis provided the possible pathogenesis of osteoblast and chondrocyte differentiation dysfunction in AIS. Abstract Backgrounds Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development‐related cells play important roles in its pathogenesis. However, a comprehensive single‐cell‐level differentiation roadmap in AIS has not been achieved. Methods The present study compared the single‐cell level cellular landscapes of spinal cancellous bone tissues between AIS patients and healthy subjects using high throughput single‐cell RNA sequencing (scRNA‐seq), which covers multiple cellular lineages including osteoblast, chondrocyte, osteoclast and related immunocytes. We constructed the differentiation trajectories of bone development‐related cell lineages through pseudotime analysis, and the intercellular‐communication networks between bone development‐related cells and immunocytes were further developed. Results A total of 11 distinct cell clusters were identified according to the genome‐wide transcriptome profiles. t‐Distributed stochastic neighbor embedding (t‐SNE) analysis showed that mesenchymal stem cells (MSC) were classified into three subtypes: MSC‐LOXL2, MSC‐IGFBP5, and MSC‐GJA1. Gene ontology (GO) analysis showed that MSC‐GJA1 might possess greater osteoblast differentiation potential than the others. MSC‐IGFBP5 was the specific MSC subtype observed only in AIS. There were two distinct gene expression clusters: OB‐DPT and OB‐OLFML2B, and the counts of osteoblasts derived from AIS was significantly less than that of non‐AIS subjects. In AIS patients, MSC‐IGFBP5 failed to differentiate into osteoblasts and exhibited negative regulation of cell proliferation and enhanced cell death. CPC‐PCNA was found to be the specific chondrocyte progenitor cell (CPC) subtype observed only in AIS patients. The cell counts of OC‐BIRC3 in AIS were less than those in controls. Pseudotime analysis suggested two possible distinct osteoclast differentiation patterns in AIS and control subjects. Monocytes in AIS mainly differentiated into OC‐CRISP3. Conclusions Our single‐cell analysis first revealed differences existed in the cellular states between AIS patients and healthy subjects and found the differentiation disruption of specific MSC and CPC clusters in AIS. Cell communication analysis provided the possible pathogenesis of osteoblast and chondrocyte differentiation dysfunction in AIS. Single‐cell RNA Seq reveals cellular landscape‐specific characteristics and potential etiologies for adolescent idiopathic scoliosis. Backgrounds Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development‐related cells play important roles in its pathogenesis. However, a comprehensive single‐cell‐level differentiation roadmap in AIS has not been achieved. Methods The present study compared the single‐cell level cellular landscapes of spinal cancellous bone tissues between AIS patients and healthy subjects using high throughput single‐cell RNA sequencing (scRNA‐seq), which covers multiple cellular lineages including osteoblast, chondrocyte, osteoclast and related immunocytes. We constructed the differentiation trajectories of bone development‐related cell lineages through pseudotime analysis, and the intercellular‐communication networks between bone development‐related cells and immunocytes were further developed. Results A total of 11 distinct cell clusters were identified according to the genome‐wide transcriptome profiles. t‐Distributed stochastic neighbor embedding (t‐SNE) analysis showed that mesenchymal stem cells (MSC) were classified into three subtypes: MSC‐LOXL2, MSC‐IGFBP5, and MSC‐GJA1. Gene ontology (GO) analysis showed that MSC‐GJA1 might possess greater osteoblast differentiation potential than the others. MSC‐IGFBP5 was the specific MSC subtype observed only in AIS. There were two distinct gene expression clusters: OB‐DPT and OB‐OLFML2B, and the counts of osteoblasts derived from AIS was significantly less than that of non‐AIS subjects. In AIS patients, MSC‐IGFBP5 failed to differentiate into osteoblasts and exhibited negative regulation of cell proliferation and enhanced cell death. CPC‐PCNA was found to be the specific chondrocyte progenitor cell (CPC) subtype observed only in AIS patients. The cell counts of OC‐BIRC3 in AIS were less than those in controls. Pseudotime analysis suggested two possible distinct osteoclast differentiation patterns in AIS and control subjects. Monocytes in AIS mainly differentiated into OC‐CRISP3. Conclusions Our single‐cell analysis first revealed differences existed in the cellular states between AIS patients and healthy subjects and found the differentiation disruption of specific MSC and CPC clusters in AIS. Cell communication analysis provided the possible pathogenesis of osteoblast and chondrocyte differentiation dysfunction in AIS. Single‐cell RNA Seq reveals cellular landscape‐specific characteristics and potential etiologies for adolescent idiopathic scoliosis. Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development-related cells play important roles in its pathogenesis. However, a comprehensive single-cell-level differentiation roadmap in AIS has not been achieved.BACKGROUNDSAbnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development-related cells play important roles in its pathogenesis. However, a comprehensive single-cell-level differentiation roadmap in AIS has not been achieved.The present study compared the single-cell level cellular landscapes of spinal cancellous bone tissues between AIS patients and healthy subjects using high throughput single-cell RNA sequencing (scRNA-seq), which covers multiple cellular lineages including osteoblast, chondrocyte, osteoclast and related immunocytes. We constructed the differentiation trajectories of bone development-related cell lineages through pseudotime analysis, and the intercellular-communication networks between bone development-related cells and immunocytes were further developed.METHODSThe present study compared the single-cell level cellular landscapes of spinal cancellous bone tissues between AIS patients and healthy subjects using high throughput single-cell RNA sequencing (scRNA-seq), which covers multiple cellular lineages including osteoblast, chondrocyte, osteoclast and related immunocytes. We constructed the differentiation trajectories of bone development-related cell lineages through pseudotime analysis, and the intercellular-communication networks between bone development-related cells and immunocytes were further developed.A total of 11 distinct cell clusters were identified according to the genome-wide transcriptome profiles. t-Distributed stochastic neighbor embedding (t-SNE) analysis showed that mesenchymal stem cells (MSC) were classified into three subtypes: MSC-LOXL2, MSC-IGFBP5, and MSC-GJA1. Gene ontology (GO) analysis showed that MSC-GJA1 might possess greater osteoblast differentiation potential than the others. MSC-IGFBP5 was the specific MSC subtype observed only in AIS. There were two distinct gene expression clusters: OB-DPT and OB-OLFML2B, and the counts of osteoblasts derived from AIS was significantly less than that of non-AIS subjects. In AIS patients, MSC-IGFBP5 failed to differentiate into osteoblasts and exhibited negative regulation of cell proliferation and enhanced cell death. CPC-PCNA was found to be the specific chondrocyte progenitor cell (CPC) subtype observed only in AIS patients. The cell counts of OC-BIRC3 in AIS were less than those in controls. Pseudotime analysis suggested two possible distinct osteoclast differentiation patterns in AIS and control subjects. Monocytes in AIS mainly differentiated into OC-CRISP3.RESULTSA total of 11 distinct cell clusters were identified according to the genome-wide transcriptome profiles. t-Distributed stochastic neighbor embedding (t-SNE) analysis showed that mesenchymal stem cells (MSC) were classified into three subtypes: MSC-LOXL2, MSC-IGFBP5, and MSC-GJA1. Gene ontology (GO) analysis showed that MSC-GJA1 might possess greater osteoblast differentiation potential than the others. MSC-IGFBP5 was the specific MSC subtype observed only in AIS. There were two distinct gene expression clusters: OB-DPT and OB-OLFML2B, and the counts of osteoblasts derived from AIS was significantly less than that of non-AIS subjects. In AIS patients, MSC-IGFBP5 failed to differentiate into osteoblasts and exhibited negative regulation of cell proliferation and enhanced cell death. CPC-PCNA was found to be the specific chondrocyte progenitor cell (CPC) subtype observed only in AIS patients. The cell counts of OC-BIRC3 in AIS were less than those in controls. Pseudotime analysis suggested two possible distinct osteoclast differentiation patterns in AIS and control subjects. Monocytes in AIS mainly differentiated into OC-CRISP3.Our single-cell analysis first revealed differences existed in the cellular states between AIS patients and healthy subjects and found the differentiation disruption of specific MSC and CPC clusters in AIS. Cell communication analysis provided the possible pathogenesis of osteoblast and chondrocyte differentiation dysfunction in AIS.CONCLUSIONSOur single-cell analysis first revealed differences existed in the cellular states between AIS patients and healthy subjects and found the differentiation disruption of specific MSC and CPC clusters in AIS. Cell communication analysis provided the possible pathogenesis of osteoblast and chondrocyte differentiation dysfunction in AIS. Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone development-related cells play important roles in its pathogenesis. However, a comprehensive single-cell-level differentiation roadmap in AIS has not been achieved. The present study compared the single-cell level cellular landscapes of spinal cancellous bone tissues between AIS patients and healthy subjects using high throughput single-cell RNA sequencing (scRNA-seq), which covers multiple cellular lineages including osteoblast, chondrocyte, osteoclast and related immunocytes. We constructed the differentiation trajectories of bone development-related cell lineages through pseudotime analysis, and the intercellular-communication networks between bone development-related cells and immunocytes were further developed. A total of 11 distinct cell clusters were identified according to the genome-wide transcriptome profiles. -Distributed stochastic neighbor embedding (t-SNE) analysis showed that mesenchymal stem cells (MSC) were classified into three subtypes: MSC-LOXL2, MSC-IGFBP5, and MSC-GJA1. Gene ontology (GO) analysis showed that MSC-GJA1 might possess greater osteoblast differentiation potential than the others. MSC-IGFBP5 was the specific MSC subtype observed only in AIS. There were two distinct gene expression clusters: OB-DPT and OB-OLFML2B, and the counts of osteoblasts derived from AIS was significantly less than that of non-AIS subjects. In AIS patients, MSC-IGFBP5 failed to differentiate into osteoblasts and exhibited negative regulation of cell proliferation and enhanced cell death. CPC-PCNA was found to be the specific chondrocyte progenitor cell (CPC) subtype observed only in AIS patients. The cell counts of OC-BIRC3 in AIS were less than those in controls. Pseudotime analysis suggested two possible distinct osteoclast differentiation patterns in AIS and control subjects. Monocytes in AIS mainly differentiated into OC-CRISP3. Our single-cell analysis first revealed differences existed in the cellular states between AIS patients and healthy subjects and found the differentiation disruption of specific MSC and CPC clusters in AIS. Cell communication analysis provided the possible pathogenesis of osteoblast and chondrocyte differentiation dysfunction in AIS. |
Author | Shi, Dongliang Zhao, Jian Bai, Yushu Yang, Yilin Chen, Kai Yang, Mingyuan Ni, Haijian He, Shisheng Shen, Pinquan |
AuthorAffiliation | 3 Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center) Tongji University School of Medicine Shanghai China 2 Department of Orthopaedics Changhai Hospital, Navy Medical University Shanghai China 4 Department of Orthopaedics, Shanghai 10th People's Hospital Tongji University Shanghai China 5 Department of Pediatric Orthopaedics, Xinhua Hospital Shanghai Jiaotong University Shanghai China 1 Department of Orthopaedic Surgery The First Affiliated Hospital of Soochow University Suzhou China |
AuthorAffiliation_xml | – name: 5 Department of Pediatric Orthopaedics, Xinhua Hospital Shanghai Jiaotong University Shanghai China – name: 1 Department of Orthopaedic Surgery The First Affiliated Hospital of Soochow University Suzhou China – name: 3 Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center) Tongji University School of Medicine Shanghai China – name: 2 Department of Orthopaedics Changhai Hospital, Navy Medical University Shanghai China – name: 4 Department of Orthopaedics, Shanghai 10th People's Hospital Tongji University Shanghai China |
Author_xml | – sequence: 1 givenname: Yilin surname: Yang fullname: Yang, Yilin organization: The First Affiliated Hospital of Soochow University – sequence: 2 givenname: Mingyuan orcidid: 0000-0002-5899-1009 surname: Yang fullname: Yang, Mingyuan organization: Changhai Hospital, Navy Medical University – sequence: 3 givenname: Dongliang surname: Shi fullname: Shi, Dongliang organization: Tongji University School of Medicine – sequence: 4 givenname: Kai surname: Chen fullname: Chen, Kai organization: Changhai Hospital, Navy Medical University – sequence: 5 givenname: Jian surname: Zhao fullname: Zhao, Jian organization: Changhai Hospital, Navy Medical University – sequence: 6 givenname: Shisheng surname: He fullname: He, Shisheng organization: Tongji University – sequence: 7 givenname: Yushu surname: Bai fullname: Bai, Yushu organization: Changhai Hospital, Navy Medical University – sequence: 8 givenname: Pinquan surname: Shen fullname: Shen, Pinquan email: shenpinquan@xinhuamed.com.cn organization: Shanghai Jiaotong University – sequence: 9 givenname: Haijian surname: Ni fullname: Ni, Haijian email: nihaijianch@163.com organization: Tongji University |
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Copyright | 2021 The Authors. published by Wiley Periodicals LLC on behalf of Orthopaedic Research Society. 2021 The Authors. JOR Spine published by Wiley Periodicals LLC on behalf of Orthopaedic Research Society. 2021. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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Keywords | differentiation single‐cell RNA sequencing adolescent idiopathic scoliosis etiology |
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Notes | Funding information Cross Research Fund of Biomedical Engineering of Shanghai Jiaotong University, Grant/Award Number: YG2016MS70; National Natural Science Foundation of China, Grant/Award Numbers: 81501845, 81772432, 81972035; Shanghai Sailing Program, Grant/Award Number: 19YF1447100 Yilin Yang, Mingyuan Yang, Dongliang Shi, and Kai Chen contributed equally to this study. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Funding information Cross Research Fund of Biomedical Engineering of Shanghai Jiaotong University, Grant/Award Number: YG2016MS70; National Natural Science Foundation of China, Grant/Award Numbers: 81501845, 81772432, 81972035; Shanghai Sailing Program, Grant/Award Number: 19YF1447100 |
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Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and... Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and differentiation of bone... BackgroundsAbnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and... Single‐cell RNA Seq reveals cellular landscape‐specific characteristics and potential etiologies for adolescent idiopathic scoliosis. Abstract Backgrounds Abnormal vertebral growth and development have been found in adolescent idiopathic scoliosis (AIS) patients, and the proliferation and... |
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SubjectTerms | adolescent idiopathic scoliosis Bar codes Blood Bones differentiation Etiology Gene expression Ontology Pathogenesis Scoliosis single‐cell RNA sequencing Special Issue Stem cells Vertebrae |
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Title | Single‐cell RNA Seq reveals cellular landscape‐specific characteristics and potential etiologies for adolescent idiopathic scoliosis |
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