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在脂肪标志物基因选择及其分析的脂肪生成的基因组表达谱中,作为基因筛选工具的反向分化。

Reverse differentiation as a gene filtering tool in genome expression profiling of adipogenesis for fat marker gene selection and their analysis.

机构信息

Tissue Engineering Laboratory & Berlin-Brandenburg Center for Regenerative Therapies, Department of Rheumatology and Clinical Immunology, Charité-University Medicine Berlin, Berlin, Germany.

出版信息

PLoS One. 2013 Jul 26;8(7):e69754. doi: 10.1371/journal.pone.0069754. Print 2013.

Abstract

BACKGROUND

During mesenchymal stem cell (MSC) conversion into adipocytes, the adipogenic cocktail consisting of insulin, dexamethasone, indomethacin and 3-isobutyl-1-methylxanthine not only induces adipogenic-specific but also genes for non-adipogenic processes. Therefore, not all significantly expressed genes represent adipogenic-specific marker genes. So, our aim was to filter only adipogenic-specific out of all expressed genes. We hypothesize that exclusively adipogenic-specific genes change their expression during adipogenesis, and reverse during dedifferentiation. Thus, MSC were adipogenic differentiated and dedifferentiated.

RESULTS

Adipogenesis and reverse adipogenesis was verified by Oil Red O staining and expression of PPARG and FABP4. Based on GeneChips, 991 genes were differentially expressed during adipogenesis and grouped in 4 clusters. According to bioinformatic analysis the relevance of genes with adipogenic-linked biological annotations, expression sites, molecular functions, signaling pathways and transcription factor binding sites was high in cluster 1, including all prominent adipogenic genes like ADIPOQ, C/EBPA, LPL, PPARG and FABP4, moderate in clusters 2-3, and negligible in cluster 4. During reversed adipogenesis, only 782 expressed genes (clusters 1-3) were reverted, including 597 genes not reported for adipogenesis before. We identified APCDD1, CHI3L1, RARRES1 and SEMA3G as potential adipogenic-specific genes.

CONCLUSION

The model system of adipogenesis linked to reverse adipogenesis allowed the filtration of 782 adipogenic-specific genes out of total 991 significantly expressed genes. Database analysis of adipogenic-specific biological annotations, transcription factors and signaling pathways further validated and valued our concept, because most of the filtered 782 genes showed affiliation to adipogenesis. Based on this approach, the selected and filtered genes would be potentially important for characterization of adipogenesis and monitoring of clinical translation for soft-tissue regeneration. Moreover, we report 4 new marker genes.

摘要

背景

在间充质干细胞(MSC)向脂肪细胞转化的过程中,由胰岛素、地塞米松、吲哚美辛和 3-异丁基-1-甲基黄嘌呤组成的成脂细胞鸡尾酒不仅诱导了脂肪形成特异性基因,也诱导了非脂肪形成过程的基因。因此,并非所有显著表达的基因都代表脂肪形成特异性标记基因。因此,我们的目的是从所有表达的基因中仅筛选出脂肪形成特异性基因。我们假设,只有脂肪形成特异性基因在脂肪形成过程中改变其表达,并在去分化过程中逆转。因此,MSC 被诱导进行脂肪生成和去分化。

结果

通过油红 O 染色和 PPARG 和 FABP4 的表达验证了脂肪生成和反向脂肪生成。基于基因芯片,在脂肪生成过程中有 991 个基因差异表达,并分为 4 个簇。根据生物信息学分析,与脂肪形成相关的生物学注释、表达部位、分子功能、信号通路和转录因子结合位点相关的基因在簇 1 中相关性很高,包括所有显著的脂肪形成基因,如 ADIPOQ、C/EBPA、LPL、PPARG 和 FABP4,在簇 2-3 中中等,在簇 4 中微不足道。在反向脂肪生成过程中,只有 782 个表达基因(簇 1-3)被逆转,其中包括之前未报道过的 597 个脂肪生成基因。我们鉴定出 APCDD1、CHI3L1、RARRES1 和 SEMA3G 作为潜在的脂肪形成特异性基因。

结论

与反向脂肪生成相关的脂肪生成模型系统允许从总共有显著表达的 991 个基因中筛选出 782 个脂肪形成特异性基因。对脂肪形成特异性生物学注释、转录因子和信号通路的数据库分析进一步验证和评估了我们的概念,因为筛选出的 782 个基因中的大多数都与脂肪生成有关。基于这种方法,所选和筛选的基因可能对脂肪生成的特征描述和软组织再生的临床转化监测具有重要意义。此外,我们报告了 4 个新的标记基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f58/3724870/55b8e7a6d4f2/pone.0069754.g001.jpg

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