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Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice

INTRODUCTION: Type 1 diabetes (T1D) is a multifactorial autoimmune disease. Broad knowledge about the genetics, epidemiology and clinical management of T1D has been achieved, but understandings about the cell varieties in the bone marrow during T1D remain limited. OBJECTIVES: We aimed to present a p...

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Autores principales: Zhong, Jinjie, Mao, Xingjia, Li, Heyangzi, Shen, Gerong, Cao, Xi, He, Ning, Wang, Jingyu, Xu, Lintao, Chen, Jun, Song, Xinghui, Liu, Shuangshuang, Zhang, Xiaoming, Shen, Yueliang, Wang, Lin-lin, Xiang, Chuan, Chen, Ying-ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9637485/
https://www.ncbi.nlm.nih.gov/pubmed/36328744
http://dx.doi.org/10.1016/j.jare.2022.01.006
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author Zhong, Jinjie
Mao, Xingjia
Li, Heyangzi
Shen, Gerong
Cao, Xi
He, Ning
Wang, Jingyu
Xu, Lintao
Chen, Jun
Song, Xinghui
Liu, Shuangshuang
Zhang, Xiaoming
Shen, Yueliang
Wang, Lin-lin
Xiang, Chuan
Chen, Ying-ying
author_facet Zhong, Jinjie
Mao, Xingjia
Li, Heyangzi
Shen, Gerong
Cao, Xi
He, Ning
Wang, Jingyu
Xu, Lintao
Chen, Jun
Song, Xinghui
Liu, Shuangshuang
Zhang, Xiaoming
Shen, Yueliang
Wang, Lin-lin
Xiang, Chuan
Chen, Ying-ying
author_sort Zhong, Jinjie
collection PubMed
description INTRODUCTION: Type 1 diabetes (T1D) is a multifactorial autoimmune disease. Broad knowledge about the genetics, epidemiology and clinical management of T1D has been achieved, but understandings about the cell varieties in the bone marrow during T1D remain limited. OBJECTIVES: We aimed to present a profile of the bone marrow cells and reveal the relationship of bone marrow and osteopenia in streptozotocin (STZ)-induced T1D mice. METHODS: The whole bone marrow cells from the femurs and tibias of healthy (group C) and STZ-induced T1D mice (group D) were collected for single-cell RNA sequencing analysis. Single-cell flow cytometry and immunohistochemistry were performed to confirm the proportional changes among bone marrow neutrophils (BM-neutrophils) (Cxcr2(+), Ly6g(+)) and B lymphocytes (Cd19(+)). X-ray and micro-CT were performed to detect bone mineral density. The correlation between the ratio of BM-neutrophils/B lymphocytes and osteopenia in STZ-induced T1D mice was analyzed by nonparametric Spearman correlation analysis. RESULTS: The bone marrow cells in groups C and D were divided into 12 clusters, and 249 differentially expressed genes were found. The diversity of CD45(+) immune cells between groups C and D were greatly affected: the proportion of BM-neutrophils showed a significant increase while the proportion of B lymphocytes in group D showed a significant decrease. X-ray and micro-CT analyses confirmed that osteopenia occurred in group D mice. In addition, the results of single-cell flow cytometry and correlation analysis showed that the ratio of BM-neutrophils/B lymphocytes negatively correlated with osteopenia in STZ-induced T1D mice. CONCLUSION: A single-cell RNA sequencing analysis revealed the profile and heterogeneity of bone marrow immune cells in STZ-induced T1D mice for the first time. The ratio of BM-neutrophils/B lymphocytes negatively correlated with osteopenia in STZ-induced T1D mice, which may enhance understanding for treating T1D and preventing T1D-induced osteopenia.
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spelling pubmed-96374852022-11-07 Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice Zhong, Jinjie Mao, Xingjia Li, Heyangzi Shen, Gerong Cao, Xi He, Ning Wang, Jingyu Xu, Lintao Chen, Jun Song, Xinghui Liu, Shuangshuang Zhang, Xiaoming Shen, Yueliang Wang, Lin-lin Xiang, Chuan Chen, Ying-ying J Adv Res Original Article INTRODUCTION: Type 1 diabetes (T1D) is a multifactorial autoimmune disease. Broad knowledge about the genetics, epidemiology and clinical management of T1D has been achieved, but understandings about the cell varieties in the bone marrow during T1D remain limited. OBJECTIVES: We aimed to present a profile of the bone marrow cells and reveal the relationship of bone marrow and osteopenia in streptozotocin (STZ)-induced T1D mice. METHODS: The whole bone marrow cells from the femurs and tibias of healthy (group C) and STZ-induced T1D mice (group D) were collected for single-cell RNA sequencing analysis. Single-cell flow cytometry and immunohistochemistry were performed to confirm the proportional changes among bone marrow neutrophils (BM-neutrophils) (Cxcr2(+), Ly6g(+)) and B lymphocytes (Cd19(+)). X-ray and micro-CT were performed to detect bone mineral density. The correlation between the ratio of BM-neutrophils/B lymphocytes and osteopenia in STZ-induced T1D mice was analyzed by nonparametric Spearman correlation analysis. RESULTS: The bone marrow cells in groups C and D were divided into 12 clusters, and 249 differentially expressed genes were found. The diversity of CD45(+) immune cells between groups C and D were greatly affected: the proportion of BM-neutrophils showed a significant increase while the proportion of B lymphocytes in group D showed a significant decrease. X-ray and micro-CT analyses confirmed that osteopenia occurred in group D mice. In addition, the results of single-cell flow cytometry and correlation analysis showed that the ratio of BM-neutrophils/B lymphocytes negatively correlated with osteopenia in STZ-induced T1D mice. CONCLUSION: A single-cell RNA sequencing analysis revealed the profile and heterogeneity of bone marrow immune cells in STZ-induced T1D mice for the first time. The ratio of BM-neutrophils/B lymphocytes negatively correlated with osteopenia in STZ-induced T1D mice, which may enhance understanding for treating T1D and preventing T1D-induced osteopenia. Elsevier 2022-01-21 /pmc/articles/PMC9637485/ /pubmed/36328744 http://dx.doi.org/10.1016/j.jare.2022.01.006 Text en © 2022 The Authors. Published by Elsevier B.V. on behalf of Cairo University. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Zhong, Jinjie
Mao, Xingjia
Li, Heyangzi
Shen, Gerong
Cao, Xi
He, Ning
Wang, Jingyu
Xu, Lintao
Chen, Jun
Song, Xinghui
Liu, Shuangshuang
Zhang, Xiaoming
Shen, Yueliang
Wang, Lin-lin
Xiang, Chuan
Chen, Ying-ying
Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice
title Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice
title_full Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice
title_fullStr Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice
title_full_unstemmed Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice
title_short Single-cell RNA sequencing analysis reveals the relationship of bone marrow and osteopenia in STZ-induced type 1 diabetic mice
title_sort single-cell rna sequencing analysis reveals the relationship of bone marrow and osteopenia in stz-induced type 1 diabetic mice
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9637485/
https://www.ncbi.nlm.nih.gov/pubmed/36328744
http://dx.doi.org/10.1016/j.jare.2022.01.006
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