Department of Orthopedics, Jinan Military General Hospital, Jinan, Shandong 250031, P.R. China.
Mol Med Rep. 2017 Oct;16(4):4529-4536. doi: 10.3892/mmr.2017.7198. Epub 2017 Aug 9.
Bone fracture healing is a complex process, which is associated with several factors, including age and osteoporosis. Certain genes and biological processes that may contribute to fracture healing, have been identified following developments in systems biology and molecular biology technologies, which may benefit the treatment of bone fractures. The present study identified key genes, which may be important in fracture healing through bioinformatics analysis of gene microarray datasets from the Gene Expression Omnibus. Gene clusters, which were consistently up/downregulated through time following a fracture in young (6‑week‑old) mice and old (8‑month‑old retired breeders) mice were obtained via soft clustering of differentially expressed genes (DEGs) between samples at 1 and 3 days, 1 and 5 days, and 3 and 5 days post‑fracture in the two age groups, based on the Mfuzz package of R. Functional enrichment analysis of gene clusters using the Database for Annotation, Visualization and Integrated Discovery indicated that biological processes and pathways, including those associated with bone development, skeletal system development, amino sugar and nucleotide sugar metabolism, were significantly enriched in these up/downregulated genes. Of note, a total of 207 overlapped consistently upregulated genes were obtained between the two age groups, whereas no overlap was identified between the two lists of consistently downregulated genes. The overlapped genes were found to be associated with the biological processes of blood vessel development, vasculature development and skeletal system development, compared with all genes in the clusters. In addition, certain genes, including epidermal growth factor‑like domain multiple 6 (EGFL6), kazal‑type serine peptidase inhibitor domain 1 (KAZALD1), olfactomedin 2B (OLFM2B), collagen type III α1 (COL3A1), collagen type II α1 (COL2A1), von Willebrand factor A domain‑containing 1 (VWA1), elastin microfibril interfacer 1 (EMILIN1) and aggrecan (ACAN), of the extracellular matrix organization, a process performed at the cellular level and resulting in the assembly and arrangement of constituent parts, were confirmed to be associated with fracture healing via reverse transcription‑quantitative polymerase chain reaction analysis. The present study identified certain genes and biological processes/pathways, which may be associated with fracture healing and may assist in fundamental investigations and treatment in the future.
骨骼愈合是一个复杂的过程,与年龄和骨质疏松等多种因素有关。随着系统生物学和分子生物学技术的发展,已经确定了某些可能与骨折愈合有关的基因和生物过程,这可能有助于骨折的治疗。本研究通过对基因表达综合数据库中的基因微阵列数据集进行生物信息学分析,鉴定出与骨折愈合相关的关键基因。通过对年轻(6 周龄)和老年(8 月龄退休种鼠)小鼠骨折后 1 天和 3 天、1 天和 5 天以及 3 天和 5 天样本的差异表达基因(DEG)进行软聚类,获得了一致上调/下调的基因簇。基于 R 软件的 Mfuzz 包,对两个年龄组的样本进行聚类分析。利用基因簇的数据库进行注释、可视化和综合发现的功能富集分析表明,在这些上调/下调基因中,生物过程和途径显著富集,包括与骨骼发育、骨骼系统发育、氨基糖和核苷酸糖代谢相关的过程和途径。值得注意的是,在两个年龄组之间共获得了 207 个一致上调的重叠基因,而在两个一致下调基因列表之间没有重叠。与聚类中的所有基因相比,重叠基因与血管发育、血管发育和骨骼系统发育等生物学过程有关。此外,某些基因,包括表皮生长因子样结构域 6(EGFL6)、Kazal 型丝氨酸蛋白酶抑制剂结构域 1(KAZALD1)、嗅觉调节素 2B(OLFM2B)、III 型胶原α1 链(COL3A1)、II 型胶原α1 链(COL2A1)、血管性血友病因子 A 结构域包含蛋白 1(VWA1)、弹性微纤维界面蛋白 1(EMILIN1)和聚集蛋白聚糖(ACAN),这些基因与细胞外基质组织有关,是在细胞水平上进行的过程,导致组成部分的组装和排列,通过逆转录-定量聚合酶链反应分析证实与骨折愈合有关。本研究鉴定了某些基因和生物过程/途径,这些可能与骨折愈合有关,并可能有助于未来的基础研究和治疗。