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Circulating Monocytes Act as a Common Trigger for the Calcification Paradox of Osteoporosis and Carotid Atherosclerosis via TGFB1-SP1 and TNFSF10-NFKB1 Axis.
- Source :
-
Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2022 Jul 22; Vol. 13, pp. 944751. Date of Electronic Publication: 2022 Jul 22 (Print Publication: 2022). - Publication Year :
- 2022
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Abstract
- Background: Osteoporosis often occurs with carotid atherosclerosis and causes contradictory calcification across tissue in the same patient, which is called the "calcification paradox". Circulating monocytes may be responsible for this unbalanced ectopic calcification. Here, we aimed to show how CD14 <superscript>+</superscript> monocytes contribute to the pathophysiology of coexisting postmenopausal osteoporosis and carotid atherosclerosis.<br />Methods: We comprehensively analyzed osteoporosis data from the mRNA array dataset GSE56814 and the scRNA-seq dataset GSM4423510. Carotid atherosclerosis data were obtained from the GSE23746 mRNA dataset and GSM4705591 scRNA-seq dataset. First, osteoblast and vascular SMC lineages were annotated based on their functional expression using gene set enrichment analysis and AUCell scoring. Next, pseudotime analysis was applied to draw their differentiated trajectory and identify the key gene expression changes in crossroads. Then, ligand-receptor interactions between CD14 <superscript>+</superscript> monocytes and osteoblast and vascular smooth muscle cell (SMC) lineages were annotated with iTALK . Finally, we selected calcification paradox-related expression in circulating monocytes with LASSO analysis.<br />Results: First, we found a large proportion of delayed premature osteoblasts in osteoporosis and osteogenic SMCs in atherosclerosis. Second, CD14 <superscript>+</superscript> monocytes interacted with the intermediate cells of the premature osteoblast and osteogenic SMC lineage by delivering TGFB1 and TNFSF10. This interaction served as a trigger activating the transcription factors (TF) SP1 and NFKB1 to upregulate the inflammatory response and cell senescence and led to a retarded premature state in the osteoblast lineage and osteogenic transition in the SMC lineage. Then, 76.49% of common monocyte markers were upregulated in the circulating monocytes between the two diseases, which were related to chemotaxis and inflammatory responses. Finally, we identified 7 calcification paradox-related genes on circulating monocytes, which were upregulated in aging cells and downregulated in DNA repair cells, indicating that the aging monocytes contributed to the development of the two diseases.<br />Conclusions: Our work provides a perspective for understanding the triggering roles of CD14 <superscript>+</superscript> monocytes in the development of the calcification paradox in osteoporosis- and atherosclerosis-related cells based on combined scRNA and mRNA data. This study provided us with an elucidation of the mechanisms underlying the calcification paradox and could help in developing preventive and therapeutic strategies.<br />Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.<br /> (Copyright © 2022 Zeng, Guo, Wang, Yan, Lv, Zhao, Jiang, Zhang, Zhang, Yang, Li, Zhang, Wang, Huang, Li, Hu and Gao.)
- Subjects :
- Humans
Monocytes metabolism
NF-kappa B p50 Subunit metabolism
RNA, Messenger metabolism
Sp1 Transcription Factor metabolism
TNF-Related Apoptosis-Inducing Ligand metabolism
Transforming Growth Factor beta1 metabolism
Atherosclerosis metabolism
Calcinosis complications
Calcinosis genetics
Carotid Artery Diseases complications
Carotid Artery Diseases genetics
Carotid Artery Diseases metabolism
Osteoporosis metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1664-2392
- Volume :
- 13
- Database :
- MEDLINE
- Journal :
- Frontiers in endocrinology
- Publication Type :
- Academic Journal
- Accession number :
- 35937796
- Full Text :
- https://doi.org/10.3389/fendo.2022.944751