Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
Funct Integr Genomics. 2011 Mar;11(1):139-50. doi: 10.1007/s10142-010-0189-9. Epub 2010 Sep 16.
Microarray gene expression experiments often consider specific developmental stages, tissue sources, or reproductive technologies. This focus hinders the understanding of the cattle embryo transcriptome. To address this, four microarray experiments encompassing three developmental stages (7, 25, 280 days), two tissue sources (embryonic or extra-embryonic), and two reproductive technologies (artificial insemination or AI and somatic cell nuclear transfer or NT) were combined using two sets of meta-analyses. The first set of meta-analyses uncovered 434 genes differentially expressed between AI and NT (regardless of stage or source) that were not detected by the individual-experiment analyses. The molecular function of transferase activity was enriched among these genes that included ECE2, SLC22A1, and a gene similar to CAMK2D. Gene POLG2 was over-expressed in AI versus NT 7-day embryos and was under-expressed in AI versus NT 25-day embryos. Gene HAND2 was over-expressed in AI versus NT extra-embryonic samples at 280 days yet under-expressed in AI versus NT embryonic samples at 7 days. The second set of meta-analyses uncovered enrichment of system, organ, and anatomical structure development among the genes differentially expressed between 7- and 25-day embryos from either reproductive technology. Genes PRDX1and SLC16A1 were over-expressed in 7- versus 25-day AI embryos and under-expressed in 7- versus 25-day NT embryos. Changes in stage were associated with high number of differentially expressed genes, followed by technology and source. Genes with transferase activity may hold a clue to the differences in efficiency between reproductive technologies.
微阵列基因表达实验通常考虑特定的发育阶段、组织来源或生殖技术。这种关注阻碍了对牛胚胎转录组的理解。为了解决这个问题,我们结合了四个微阵列实验,涵盖了三个发育阶段(7、25 和 280 天)、两个组织来源(胚胎或胚胎外)和两种生殖技术(人工授精或 AI 和体细胞核转移或 NT),并使用两组荟萃分析。第一组荟萃分析揭示了在 AI 和 NT 之间(无论阶段或来源)差异表达的 434 个基因,这些基因在单个实验分析中未被检测到。这些基因的分子功能富集了转移酶活性,其中包括 ECE2、SLC22A1 和一个类似于 CAMK2D 的基因。与 NT 相比,基因 POLG2 在 AI 中 7 天胚胎中过度表达,在 AI 中 25 天胚胎中表达不足。基因 HAND2 在 AI 中 280 天胚胎的胚胎外样本中过度表达,而在 AI 中 7 天胚胎的胚胎样本中表达不足。第二组荟萃分析揭示了在来自任一生殖技术的 7-和 25-天胚胎之间差异表达的基因中,系统、器官和解剖结构发育的富集。基因 PRDX1 和 SLC16A1 在 AI 中 7-天胚胎中过度表达,而在 AI 中 25-天胚胎中表达不足。胚胎发育阶段的变化与差异表达基因数量的增加有关,其次是技术和来源。具有转移酶活性的基因可能是生殖技术效率差异的关键。