RT Journal Article
SR Electronic
T1 Transcriptomic characterization of signaling pathways associated with osteoblastic differentiation of MC-3T3E1 cells
JF bioRxiv
FD Cold Spring Harbor Laboratory
SP 410597
DO 10.1101/410597
A1 Louis M. Luttrell
A1 Moahad S. Dar
A1 Diane Gesty-Palmer
A1 Hesham M. El-Shewy
A1 Katherine M. Robinson
A1 Courtney J. Haycraft
A1 Jeremy L. Barth
YR 2018
UL http://biorxiv.org/content/early/2018/09/06/410597.abstract
AB Bone remodeling involves the coordinated actions of osteoclasts, which resorb the calcified bony matrix, and osteoblasts, which refill erosion pits created by osteoclasts to restore skeletal integrity and adapt to changes in mechanical load. Osteoblasts are derived from pluripotent mesenchymal stem cell precursors, which undergo differentiation under the influence of a host of local and environmental cues. To characterize the autocrine/paracrine signaling networks associated with osteoblast maturation and function, we performed gene network analysis using complementary “agnostic” DNA microarray and “targeted” NanoString™ nCounter datasets derived from murine MC3T3-E1 cells induced to undergo synchronized osteoblastic differentiation in vitro. Pairwise datasets representing changes in gene expression associated with growth arrest (day 2 to 5 in culture), differentiation (day 5 to 10 in culture), and osteoblast maturation (day 10 to 28 in culture) were analyzed using Ingenuity Systems™ Pathways Analysis to generate predictions about signaling pathway activity based on the temporal sequence of changes in target gene expression. Our data indicate that some pathways known to be involved in osteoblast differentiation, e.g. Wnt/β-catenin signaling, are most active early in the process, while others, e.g. TGFβ/BMP, cytokine/JAK-STAT and TNFα/RANKL signaling, increase in activity as differentiation progresses. Collectively, these pathways contribute to the sequential expression of genes involved in the synthesis and mineralization of extracellular matrix. These results provide insight into the temporal coordination and complex interplay between signaling networks controlling gene expression during osteoblast differentiation. A more complete understanding of these processes may aid the discovery of novel methods to promote osteoblast development for the trea™ent of conditions characterized by low bone mineral density.