Stuart R O, Bush K T, Nigam S K
Department of Medicine, Division of Nephrology-Hypertension, Cancer Center, University of California at San Diego, La Jolla, CA 92093, USA.
Proc Natl Acad Sci U S A. 2001 May 8;98(10):5649-54. doi: 10.1073/pnas.091110798. Epub 2001 May 1.
We set out to define patterns of gene expression during kidney organogenesis by using high-density DNA array technology. Expression analysis of 8,740 rat genes revealed five discrete patterns or groups of gene expression during nephrogenesis. Group 1 consisted of genes with very high expression in the early embryonic kidney, many with roles in protein translation and DNA replication. Group 2 consisted of genes that peaked in midembryogenesis and contained many transcripts specifying proteins of the extracellular matrix. Many additional transcripts allied with groups 1 and 2 had known or proposed roles in kidney development and included LIM1, POD1, GFRA1, WT1, BCL2, Homeobox protein A11, timeless, pleiotrophin, HGF, HNF3, BMP4, TGF-alpha, TGF-beta2, IGF-II, met, FGF7, BMP4, and ganglioside-GD3. Group 3 consisted of transcripts that peaked in the neonatal period and contained a number of retrotransposon RNAs. Group 4 contained genes that steadily increased in relative expression levels throughout development, including many genes involved in energy metabolism and transport. Group 5 consisted of genes with relatively low levels of expression throughout embryogenesis but with markedly higher levels in the adult kidney; this group included a heterogeneous mix of transporters, detoxification enzymes, and oxidative stress genes. The data suggest that the embryonic kidney is committed to cellular proliferation and morphogenesis early on, followed sequentially by extracellular matrix deposition and acquisition of markers of terminal differentiation. The neonatal burst of retrotransposon mRNA was unexpected and may play a role in a stress response associated with birth. Custom analytical tools were developed including "The Equalizer" and "eBlot," which contain improved methods for data normalization, significance testing, and data mining.
我们着手利用高密度DNA阵列技术来确定肾脏器官发生过程中的基因表达模式。对8740个大鼠基因的表达分析揭示了肾发生过程中五种不同的基因表达模式或组群。第1组由在胚胎早期肾脏中高表达的基因组成,其中许多基因在蛋白质翻译和DNA复制中起作用。第2组由在胚胎中期表达达到峰值的基因组成,包含许多指定细胞外基质蛋白的转录本。与第1组和第2组相关的许多其他转录本在肾脏发育中具有已知或推测的作用,包括LIM1、POD1、GFRA1、WT1、BCL2、同源框蛋白A11、timeless、多效生长因子、HGF、HNF3、BMP4、TGF-α、TGF-β2、IGF-II、met、FGF7、BMP4和神经节苷脂-GD3。第3组由在新生儿期表达达到峰值的转录本组成,包含一些逆转座子RNA。第4组包含在整个发育过程中相对表达水平稳步增加的基因,包括许多参与能量代谢和转运的基因。第5组由在整个胚胎发生过程中表达水平相对较低但在成年肾脏中明显较高的基因组成;该组包括转运蛋白、解毒酶和氧化应激基因的异质混合物。数据表明,胚胎肾脏早期致力于细胞增殖和形态发生,随后依次是细胞外基质沉积和获得终末分化标志物。逆转座子mRNA在新生儿期的爆发出乎意料,可能在与出生相关的应激反应中起作用。开发了定制分析工具,包括“The Equalizer”和“eBlot”,它们包含用于数据标准化、显著性检验和数据挖掘的改进方法。