Single‐Cell RNA Sequencing of Calvarial and Long‐Bone Endocortical Cells

ABSTRACT Single‐cell RNA sequencing (scRNA‐Seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA‐Seq could be used to detect the effect of environmental and pharmacologic perturbations on osteoblasts. We began with a commonly used in vit...

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Published inJournal of bone and mineral research Vol. 35; no. 10; pp. 1981 - 1991
Main Authors Ayturk, Ugur M, Scollan, Joseph P, Goz Ayturk, Didem, Suh, Eun Sung, Vesprey, Alexander, Jacobsen, Christina M, Divieti Pajevic, Paola, Warman, Matthew L
Format Journal Article
LanguageEnglish
Published Hoboken, USA John Wiley & Sons, Inc 01.10.2020
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Abstract ABSTRACT Single‐cell RNA sequencing (scRNA‐Seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA‐Seq could be used to detect the effect of environmental and pharmacologic perturbations on osteoblasts. We began with a commonly used in vitro system in which freshly isolated neonatal mouse calvarial cells are expanded and induced to produce a mineralized matrix. We used scRNA‐Seq to compare the relative cell type abundances and the transcriptomes of freshly isolated cells to those that had been cultured for 12 days in vitro. We observed that the percentage of macrophage‐like cells increased from 6% in freshly isolated calvarial cells to 34% in cultured cells. We also found that Bglap transcripts were abundant in freshly isolated osteoblasts but nearly undetectable in the cultured calvarial cells. Thus, scRNA‐Seq revealed significant differences between heterogeneity of cells in vivo and in vitro. We next performed scRNA‐Seq on freshly recovered long bone endocortical cells from mice that received either vehicle or sclerostin‐neutralizing antibody for 1 week. We were unable to detect significant changes in bone anabolism–associated transcripts in immature and mature osteoblasts recovered from mice treated with sclerostin‐neutralizing antibody; this might be a consequence of being underpowered to detect modest changes in gene expression, because only 7% of the sequenced endocortical cells were osteoblasts and a limited portion of their transcriptomes were sampled. We conclude that scRNA‐Seq can detect changes in cell abundance, identity, and gene expression in skeletally derived cells. In order to detect modest changes in osteoblast gene expression at the single‐cell level in the appendicular skeleton, larger numbers of osteoblasts from endocortical bone are required. © 2020 American Society for Bone and Mineral Research.
AbstractList Single cell RNA-seq (scRNA-seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA-seq could be used to detect the effect of environmental and pharmacologic perturbations on osteoblasts. We began with a commonly used in vitro system in which freshly isolated neonatal mouse calvarial cells are expanded and induced to produce a mineralized matrix. We used scRNA-seq to compare the relative cell type abundances and the transcriptomes of freshly isolated cells to those that had been cultured for 12 days in vitro . We observed that the percentage of macrophage-like cells increased from 6% in freshly isolated calvarial cells to 34% in cultured cells. We also found that Bglap transcripts were abundant in freshly isolated osteoblasts but nearly undetectable in the cultured calvarial cells. Thus, scRNA-seq revealed significant differences between heterogeneity of cells in vivo and in vitro . We next performed scRNA-seq on freshly recovered long bone endocortical cells from mice that received either vehicle or Sclerostin-neutralizing antibody for 1 week. We were unable to detect significant changes in bone anabolism-associated transcripts in immature and mature osteoblasts recovered from Sclerostin-neutralizing antibody treated mice; this might be a consequence of being underpowered to detect modest changes in gene expression, since only 7% of the sequenced endocortical cells were osteoblasts and a limited portion of their transcriptomes were sampled. We conclude that scRNA-seq can detect changes in cell abundance, identity, and gene expression in skeletally derived cells. In order to detect modest changes in osteoblast gene expression at the single cell level in the appendicular skeleton, larger numbers of osteoblasts from endocortical bone are required.
Single-cell RNA sequencing (scRNA-Seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA-Seq could be used to detect the effect of environmental and pharmacologic perturbations on osteoblasts. We began with a commonly used in vitro system in which freshly isolated neonatal mouse calvarial cells are expanded and induced to produce a mineralized matrix. We used scRNA-Seq to compare the relative cell type abundances and the transcriptomes of freshly isolated cells to those that had been cultured for 12 days in vitro. We observed that the percentage of macrophage-like cells increased from 6% in freshly isolated calvarial cells to 34% in cultured cells. We also found that Bglap transcripts were abundant in freshly isolated osteoblasts but nearly undetectable in the cultured calvarial cells. Thus, scRNA-Seq revealed significant differences between heterogeneity of cells in vivo and in vitro. We next performed scRNA-Seq on freshly recovered long bone endocortical cells from mice that received either vehicle or sclerostin-neutralizing antibody for 1 week. We were unable to detect significant changes in bone anabolism–associated transcripts in immature and mature osteoblasts recovered from mice treated with sclerostin-neutralizing antibody; this might be a consequence of being underpowered to detect modest changes in gene expression, because only 7% of the sequenced endocortical cells were osteoblasts and a limited portion of their transcriptomes were sampled. We conclude that scRNA-Seq can detect changes in cell abundance, identity, and gene expression in skeletally derived cells. In order to detect modest changes in osteoblast gene expression at the single-cell level in the appendicular skeleton, larger numbers of osteoblasts from endocortical bone are required. © 2020 American Society for Bone and Mineral Research.
ABSTRACT Single‐cell RNA sequencing (scRNA‐Seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA‐Seq could be used to detect the effect of environmental and pharmacologic perturbations on osteoblasts. We began with a commonly used in vitro system in which freshly isolated neonatal mouse calvarial cells are expanded and induced to produce a mineralized matrix. We used scRNA‐Seq to compare the relative cell type abundances and the transcriptomes of freshly isolated cells to those that had been cultured for 12 days in vitro. We observed that the percentage of macrophage‐like cells increased from 6% in freshly isolated calvarial cells to 34% in cultured cells. We also found that Bglap transcripts were abundant in freshly isolated osteoblasts but nearly undetectable in the cultured calvarial cells. Thus, scRNA‐Seq revealed significant differences between heterogeneity of cells in vivo and in vitro. We next performed scRNA‐Seq on freshly recovered long bone endocortical cells from mice that received either vehicle or sclerostin‐neutralizing antibody for 1 week. We were unable to detect significant changes in bone anabolism–associated transcripts in immature and mature osteoblasts recovered from mice treated with sclerostin‐neutralizing antibody; this might be a consequence of being underpowered to detect modest changes in gene expression, because only 7% of the sequenced endocortical cells were osteoblasts and a limited portion of their transcriptomes were sampled. We conclude that scRNA‐Seq can detect changes in cell abundance, identity, and gene expression in skeletally derived cells. In order to detect modest changes in osteoblast gene expression at the single‐cell level in the appendicular skeleton, larger numbers of osteoblasts from endocortical bone are required. © 2020 American Society for Bone and Mineral Research.
Author Vesprey, Alexander
Goz Ayturk, Didem
Ayturk, Ugur M
Jacobsen, Christina M
Scollan, Joseph P
Suh, Eun Sung
Divieti Pajevic, Paola
Warman, Matthew L
AuthorAffiliation 1. Musculoskeletal Integrity Program, Hospital for Special Surgery, New York, NY
8. Department of Genetics, Harvard Medical School, Boston, MA
2. Department of Orthopaedic Surgery, Weill Cornell Medical College, New York, NY
3. Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, MA
4. Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH
5. Divisions of Endocrinology and Genetics and Genomics, Boston Children’s Hospital, Boston, MA
6. Department of Pediatrics, Harvard Medical School, Boston MA
7. Department of Translational Dental Medicine, Boston University Goldman School of Dental Medicine, Boston, MA
AuthorAffiliation_xml – name: 2. Department of Orthopaedic Surgery, Weill Cornell Medical College, New York, NY
– name: 7. Department of Translational Dental Medicine, Boston University Goldman School of Dental Medicine, Boston, MA
– name: 5. Divisions of Endocrinology and Genetics and Genomics, Boston Children’s Hospital, Boston, MA
– name: 6. Department of Pediatrics, Harvard Medical School, Boston MA
– name: 8. Department of Genetics, Harvard Medical School, Boston, MA
– name: 3. Department of Orthopaedic Surgery, Boston Children’s Hospital, Boston, MA
– name: 4. Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH
– name: 1. Musculoskeletal Integrity Program, Hospital for Special Surgery, New York, NY
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  surname: Warman
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Keywords CELLS OF BONE
STROMAL/STEM CELLS
ANIMAL MODELS
STATISTICAL METHODS
OSTEOBLASTS
Language English
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Snippet ABSTRACT Single‐cell RNA sequencing (scRNA‐Seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether...
Single-cell RNA sequencing (scRNA-Seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA-Seq...
Single‐cell RNA sequencing (scRNA‐Seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA‐Seq...
Single cell RNA-seq (scRNA-seq) is emerging as a powerful technology to examine transcriptomes of individual cells. We determined whether scRNA-seq could be...
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SubjectTerms ANIMAL MODELS
Animals
CELLS OF BONE
Gene expression
Gene Expression Profiling
Kinases
Long bone
Macrophages
Mice
Neonates
OSTEOBLASTS
Osteocytes
Ribonucleic acid
RNA
Sequence Analysis, RNA
Single-Cell Analysis
Skeleton
SOST protein
STATISTICAL METHODS
STROMAL/STEM CELLS
Transcriptome
Title Single‐Cell RNA Sequencing of Calvarial and Long‐Bone Endocortical Cells
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fjbmr.4052
https://www.ncbi.nlm.nih.gov/pubmed/32427356
https://www.proquest.com/docview/2451149252
https://search.proquest.com/docview/2404640539
https://pubmed.ncbi.nlm.nih.gov/PMC8265023
Volume 35
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