Scientific article

Leader genes in osteogenesis: a theoretical study

Published inArchives of Oral Biology, vol. 58, no. 1, p. 42-49
Publication date2013

Little is still known about the molecular mechanisms involved in the process of osteogenesis. In this paper, the leader genes approach, a new bioinformatics method which has already been experimentally validated, is adopted in order to identify the genes involved in human osteogenesis. Interactions among genes are then calculated and genes are ranked according to their relative importance in this process. In total, 167 genes were identified as being involved in osteogenesis. Genes were divided into 4 groups, according to their main function in the osteogenic processes: skeletal development; cell adhesion and proliferation; ossification; and calcium ion binding. Seven genes were consistently identified as leader genes (i.e. the genes with the greatest importance in osteogenesis), while 14 were found to have slightly less importance (class B genes). It was interesting to notice that the larger part of leader and class B genes belonged to the cell adhesion and proliferation or to the ossification sub-groups. This finding suggested that these two particular sub-processes could play a more important role in osteogenesis. Moreover, among the 7 leader genes, it is interesting to notice that RUNX2, BMP2, SPARC, PTH play a direct role in bone formation, while the 3 other leader genes (VEGF, IL6, FGF2) seem to be more connected with an angiogenetic process. Twenty-nine genes have no known interactions (orphan genes). From these results, it may be possible to plan an ad hoc experimentation, for instance by microarray analyses, focused on leader, class B and orphan genes, with the aim to shed new light on the molecular mechanisms underlying osteogenesis.

  • Bone Development/genetics
  • Bone Morphogenetic Protein 2/genetics
  • Calcium/metabolism
  • Cell Adhesion/genetics
  • Cell Proliferation
  • Chromosome Mapping
  • Computational Biology
  • Core Binding Factor Alpha 1 Subunit/genetics
  • Databases, Genetic
  • Fibroblast Growth Factor 2/genetics
  • Humans
  • Interleukin-6/genetics
  • Models, Genetic
  • Multigene Family/genetics
  • Neovascularization, Physiologic/genetics
  • Osteogenesis/genetics
  • Osteonectin
  • Parathyroid Hormone/genetics
  • Phenotype
  • Tumor Suppressor Proteins/genetics
  • Vascular Endothelial Growth Factor A/genetics
Affiliation Not a UNIGE publication
Citation (ISO format)
ORLANDO, Bruno et al. Leader genes in osteogenesis: a theoretical study. In: Archives of Oral Biology, 2013, vol. 58, n° 1, p. 42–49. doi: 10.1016/j.archoralbio.2012.07.010
Main files (1)
Article (Published version)
ISSN of the journal0003-9969

Technical informations

Creation08/08/2018 12:23:00 PM
First validation08/08/2018 12:23:00 PM
Update time03/15/2023 8:41:13 AM
Status update03/15/2023 8:41:13 AM
Last indexation01/17/2024 3:36:11 AM
All rights reserved by Archive ouverte UNIGE and the University of GenevaunigeBlack