Comparative Proteomic and Metabolomic Analysis of Human Osteoblasts, Differentiated from Dental Pulp Stem Cells, Hinted Crucial Signaling Pathways Promoting Osteogenesis.
Slavomíra NovákováMaksym DanchenkoTerézia OkajčekováEva BaranovičováAndrej KováčMarián GrendárGábor BekeJanka PálešováJán StrnádelMária JaníčkováErika HalašováHenrieta ŠkovierováPublished in: International journal of molecular sciences (2021)
Population aging has been a global trend for the last decades, which increases the pressure to develop new cell-based or drug-based therapies, including those that may cure bone diseases. To understand molecular processes that underlie bone development and turnover, we followed osteogenic differentiation of human dental pulp stem cells (DPSCs) using a specific induction medium. The differentiation process imitating in vivo osteogenesis is triggered by various signaling pathways and is associated with massive proteome and metabolome changes. Proteome was profiled by ultrahigh-performance liquid chromatography and comprehensively quantified by ion mobility-enhanced mass spectrometry. From 2667 reproducibly quantified and identified proteins, 432 were differentially abundant by strict statistic criteria. Metabolome profiling was carried out by nuclear magnetic resonance. From 27 detected metabolites, 8 were differentially accumulated. KEGG and MetaboAnalyst hinted metabolic pathways that may be involved in the osteogenic process. Enrichment analysis of differentially abundant proteins highlighted PPAR, FoxO, JAK-STAT, IL-17 signaling pathways, biosynthesis of thyroid hormones and steroids, mineral absorption, and fatty acid metabolism as processes with prominent impact on osteoinduction. In parallel, metabolomic data showed that aminoacyl-tRNA biosynthesis, as well as specific amino acids, likely promote osteodifferentiation. Targeted immunoassays validated and complemented omic results. Our data underlined the complexity of the osteogenic mechanism. Finally, we proposed promising targets for future validation in patient samples, a step toward the treatment of bone defects.
Keyphrases
- stem cells
- signaling pathway
- bone mineral density
- mass spectrometry
- liquid chromatography
- magnetic resonance
- bone regeneration
- endothelial cells
- pi k akt
- mesenchymal stem cells
- fatty acid
- cell therapy
- bone marrow
- induced pluripotent stem cells
- electronic health record
- single cell
- postmenopausal women
- soft tissue
- big data
- amino acid
- induced apoptosis
- body composition
- high resolution mass spectrometry
- pluripotent stem cells
- epithelial mesenchymal transition
- bone loss
- ms ms
- transcription factor
- emergency department
- case report
- machine learning
- magnetic resonance imaging
- type diabetes
- current status
- computed tomography
- simultaneous determination
- combination therapy
- insulin resistance
- capillary electrophoresis