Large scale of identification of differentially expressed genes in the regenerating rat liver after SISPH

Extensive gene expression analysis was carried out after a 0, 4, 36, 72, 96 h short interval successive partial hepatectomy (SISPH) was performed. A total of 185 elements were identified as differing by more than two-fold in their expression levels at one or more time points. Of these 185 elements, 103 were up-regulated, 82 were down-regulated and 86 elements were unreported genes. Quite a few genes were previously unknown to be involved in liver regeneration (LR). Using cluster and general analysis, we found that the genes at five time points of the SISPH share eight different types of different expression profiles and eight distinct temporal induction or suppression patterns. A comparison of the gene expression in SISPH with that after PH found that 41 genes were specifically altered in SISPH, and 144 genes were simultaneously up-regulated or down-regulated in SISPH and after PH, but they were present in different amounts at the different time points. The conclusions are that (i) microarrays combined with suppressive subtractive hybridization (SSH) can effectively identify genes involved in LR on a large scale; (ii) more genes were up-regulated than down-regulated; (iii) there are fewer abundantly expressed genes than those with increased levels of 2–5 fold.     

细胞外基质相关基因在大鼠肝再生中表达模式分析

细胞外基质具有维持细胞极性、调节细胞粘附、增殖、组织器官形态、发生、分化等功能。为了进一步在基因转录水平了解细胞外基质在大鼠肝再生中变化和作用, 用搜集网站资料和查阅相关论文等方法获得细胞外基质基因, 用Rat Genome 230 2.0芯片检测它们在大鼠再生肝中表达情况, 用真、假手术比较方法确定肝再生相关基因。初步证实上述97个基因与肝再生相关。其中, 肝再生启动(部分肝切除(parital hepatectomy, PH)后0.5~4 h)、G0/G1过渡(PH后4~6 h)、细胞增殖(PH后6~66 h)、细胞分化和组织结构功能重建(PH后72~168 h)等4个阶段起始表达的基因数为49、19、73、5, 基因总表达的次数为84、51、369、144, 表明相关基因主要在肝再生启动阶段起始表达, 在不同阶段发挥作用。它们表达的相似性分为均上调、上调占优势、均下调、下调占优势、上调和下调相近等5类, 涉及38、21、21、10和7个基因, 共上调411次, 下调186次, 分为24种表达模式, 表明肝再生中细胞生理生化活动具有阶段性、多样性和复杂性。根据细胞外基质相关基因在肝再生中表达变化推测, 肝再生前期纤粘连蛋白形成相关基因表达增强, 肝再生中期胶原形成相关基因表达增强。     

Large scale of identification of differentially expressed genes in the regenerating rat liver after SISPH

After partial hepatectomy (PH), the remnant paren-chyma can completely recover lost liver mass and function in about one week[1,2]. Although adult hepa-tocytes are normally quiescent, they are readily primed to pass from G0 to G1 phase within 2―6 h after PH. The first peak of DNA synthesis appears 24 h after PH, while cell division peaks at 36 h. The liver cells then enter a second cell cycle, and redifferentiation and reconstruction of structure and function[3―6] take place. A great nu…     

大鼠再生肝8种细胞的丝氨酸族氨基酸代谢相关基因的转录谱

为了解大鼠肝再生中8种肝脏细胞的丝氨酸族氨基酸代谢相关基因转录谱, 文章用Percoll密度梯度离心结合免疫磁珠分选分离大鼠的8种再生肝细胞, 用Rat Genome 230 2.0芯片等检测它们中丝氨酸族氨基酸代谢相关基因的表达变化, 用Cluster和Treeview等软件分析上述基因在肝再生中表达模式, 用生物信息学和系统生物学等方法分析上述细胞中丝氨酸族氨基酸代谢活动。结果表明, 在27个发生有意义表达变化的基因中, 肝细胞、胆管上皮细胞、卵圆细胞、肝星形细胞、窦内皮细胞、库普弗细胞、陷窝细胞、树突状细胞的基因数分别为13、16、11、14、13、11、12、14, 相应细胞的上调、下调和上/下调的基因数分别为7、6和0, 2、10和4, 2、8和1, 8、3和3, 6、5和2, 4、6和1, 2、10和0, 6、6和2。总的来看, 肝再生中各细胞的表达下调基因占优势, 但在肝再生启动阶段, 肝星形细胞和窦内皮细胞的表达上调基因占优势。上述丝氨酸族氨基酸代谢相关基因转录谱预示丝氨酸族氨基酸的合成主要在肝再生启动阶段的肝细胞、肝星形细胞、窦内皮细胞和库普弗细胞中增强, 它们的降解主要在肝再生进展阶段的肝细胞、胆管上皮细胞、陷窝细胞和树突状细胞中进行。     

Expression profiles of the genes associated with metabolism and transport of amino acids and their derivatives in rat liver regeneration

Summary. Amino acids (AA) are components of protein and precursors of many important biological molecules. To address effects of the genes associated with metabolism and transport of AA and their derivatives during rat liver regeneration (LR), we firstly obtained the above genes by collecting databases data and retrieving related thesis, and then analyzed their expression profiles during LR using Rat Genome 230 2.0 array. The LR-associated genes were identified by comparing the gene expression difference between partial hepatectomy (PH) and sham-operation (SO) rat livers. It was approved that 134 genes associated with metabolism of AA and their derivatives and 26 genes involved in transport of them were LR-associated. The initially and totally expressing number of these genes occurring in initial phase of LR (0.5–4 h after PH), G0/G1 (4–6 h after PH), cell proliferation (6–66 h after PH), cell differentiation and structure-function reconstruction of liver tissue (72–168 h after PH) were respectively 76, 17, 79, 5 and 162, 89, 564, 195, illustrating that these LR-associated genes were initially expressed mainly in initial stage, and functioned in different phases. Frequencies of up-regulation and down-regulation of them being separately 564 and 357 demonstrated that genes up-regulated outnumbered those down-regulated. Categorization of their expression patterns into 22 types implied the diversity of cell physiological and biochemical activities. According to expression changes and patterns of the above-mentioned genes in LR, it was presumed that histidine biosynthesis in the metaphase and anaphase, valine metabolism in the anaphase, and metabolism of glutamate, glutamine, asparate, asparagine, methionine, alanine, leucine and aromatic amino acid almost were enhanced in the whole LR; as for amino acid derivatives, transport of neutral amino acids, urea, γ-aminobutyric acid, betaine and taurine, metabolism of dopamine, heme, S-adenosylmethionine, thyroxine, and biosynthesis of hydroxyproline, nitric oxide, orinithine, polyamine, carnitine, selenocysteine were augmented during the entire liver restoration. Above results showed that metabolism and transport of AA and their derivates were necessary in liver regeneration. Authors’ address: Prof. Dr. C. S. Xu, College of Life Science, No. 46, Jianshe RD, Henan, Xinxiang 453007, China     

蛋白质代谢、折叠、运输、定位、装配相关基因在大鼠肝再生中表达变化

为在基因转录水平了解蛋白质代谢、折叠、运输、定位、装配相关基因在大鼠肝再生中表达情况和作用,本文用搜集网站资料和查阅相关论文等方法获得上述基因,用Rat Genome 2302.0芯片检测它们在大鼠再生肝中表达情况,用真、假手术比较方法确定肝再生相关基因。初步证实上述基因中1147个基因与肝再生相关。其中,参与蛋白质代谢、折叠、运输、定位和装配的基因以上调表达为主;参与蛋白质代谢的基因主要在部分肝切除（partial hepatectomy,PH）后0.5-1h和16-30h起始表达;0.5-12h表达的促进蛋白降解基因数多于促进蛋白积累基因数,而16-48h表达的促进蛋白质积累基因数显著多于促进蛋白质降解基因数;蛋白质合成相关基因在肝再生的16、24、42和66h表达上调较多,在42h最多;几乎在整个肝再生中蛋白质降解相关基因表达上调,在早、前期较多,在后期较少;蛋白质折叠相关基因在2、16-24、42、66、72和168h表达上调较多,在66h最多;蛋白质运输和定位相关基因在整个肝再生中表达上调,在66h表达上调最多;蛋白质装配相关基因在96h前均表达上调,其中,12h表达上调基因最多。根据上述结果推测,在肝再生中期蛋白质合成旺盛,几乎整个肝再生中蛋白质降解、折叠、运输定位和装配活动活跃。     

Gene expression profiling reveals the mechanism and pathophysiology of mouse liver regeneration

Comprehensive analysis of the changes in gene expression during liver regeneration was carried out by using an in-house microarray composed of 2,304 distinct mouse liver cDNA clones. Mice were subjected to partial two-thirds hepatectomy, and changes in mRNA levels were monitored up to 48 h. Of the 2,304 genes analyzed, 496 genes showed expression levels measurable at all time points after the partial hepatectomy. 317 genes were up- or down-regulated 2-fold or more at least at one time point during liver regeneration and were classified into eight clusters based on their expression patterns. With a more stringent cut-off value of +/-2 S.D., 68 genes were listed and were classified into five clusters. In these two analyses with different clustering criteria, functionally categorized genes showed similar cluster distributions. Genes involved in protein synthesis and posttranslational processing were significantly enriched in the cluster characterized by rapid gene activation and subsequent persistence. This suggests the importance of modulating the efficiency of protein supply and/or altering the composition of protein population from the early phase of hepatocyte proliferation. Genes for two major liver functions, i.e. plasma protein secretion and intermediate metabolism were enriched in distinct clusters exhibiting the features of gradual gene activation and sustained repression, respectively. Therefore, these genes are differentially regulated during the regeneration, possibly leading to changes in the flow of amino acids and energy from enzyme proteins to plasma proteins in their synthesis. Thus, clustering analysis of expression patterns of functionally classified genes gave insights into mechanism and pathophysiology of liver regeneration.     

MAPK信号通路基因在小鼠肝再生中的表达谱变化

为了分析丝裂原活化蛋白激酶(Mitogen-Activated Protein Kinases,MAPK)信号通路基因在肝再生中的表达图谱,以及探讨MAPK信号通路在肝再生中的作用,文章利用四氯化碳(Carbon Tetrachloride,CCl4)诱导的小鼠肝损伤再生模型对MAPK信号通路基因的表达进行检测.首先,采用CCl4腹腔注射的方法建立小鼠肝损伤再生模型,通过肝脏切片HE染色和测定血清中谷丙转氨酶活性确认模型的质量,然后,在注射CCl4后的第0、0.5、1.5、4.5、7 d分别采集小鼠肝脏样本,应用Affymetrix公司的小鼠基因表达芯片,检测MAPK信号通路中93个基因的差异表达图谱,并用荧光实时定量PCR法验证芯片检测的结果.结果表明,在芯片检测到的93个MAPK信号通路基因中,有31个在肝再生中有不同程度差异表达,且经荧光实时定量RT-PCR检测的结果与基因芯片的结果相符合.基因表达谱芯片技术可以筛选出肝再生中差异表达的基因,在小鼠肝再生中的第0.5和1.5 d,MAPK信号通路中表达水平上调的基因增多,而在第4.5和7 d,则表达水平下调的基因明显增多.这一结果表明MAPK信号通路对肝再生不同阶段的双重调控作用.     

Rat Hepatocytes Weighted Gene Co-Expression Network Analysis Identifies Specific Modules and Hub Genes Related to Liver Regeneration after Partial Hepatectomy

The recovery of liver mass is mainly mediated by proliferation of hepatocytes after 2/3 partial hepatectomy (PH) in rats. Studying the gene expression profiles of hepatocytes after 2/3 PH will be helpful to investigate the molecular mechanisms of liver regeneration (LR). We report here the first application of weighted gene co-expression network analysis (WGCNA) to analyze the biological implications of gene expression changes associated with LR. WGCNA identifies 12 specific gene modules and some hub genes from hepatocytes genome-scale microarray data in rat LR. The results suggest that upregulated MCM5 may promote hepatocytes proliferation during LR; BCL3 may play an important role by activating or inhibiting NF-kB pathway; MAPK9 may play a permissible role in DNA replication by p38 MAPK inactivation in hepatocytes proliferation stage. Thus, WGCNA can provide novel insight into understanding the molecular mechanisms of LR.     

Serial Expression Analysis of Liver Regeneration-Related Genes in Rat Regenerating Liver

We investigated the gene expression changes in rat hepatic restoration with Rat Genome 230 2.0 chip containing 11,789 known genes and 13,231 unknown genes (taking up 90 percent of rat whole genome) following a 2/3 hepatectomy. The expression profiles and roles of these genes in rat liver regeneration (LR) were assayed using bioinformatics and systems biology method. Among the above genes, 1,004 known genes and 857 unknown genes were found to be associated with rat LR. The numbers of the known genes up-regulated, down-regulated, and up/down-regulated were 622, 443, and 15, respectively; that of the unknown genes were 367, 400, and 14, respectively. Out of the above two groups of genes, the ones up- and down-regulated 20 times or more were 62 and 38, 8, and 14, respectively. Notably, The highest expression level of dehydrogenase/reductase member 7 (DHRS7) was more than 968-fold compared to control, and alpha-1-B glycoprotein (A1BG), the product of gene with the lowest expression abundance, was 58 times lower than control. During rat liver regeneration, 467 up–regulated, 282 down–regulated, 10 up/down-regulated genes, and 1,031 undetected genes in our study interacted with each other and formed a network with a total of 4,014 connectivities. Among them, the genes for the regulation, synthesis, transport, signal transduction, protein modification, and physiological response formed 630, 290, 691, 373, 2010, and 20 connectivities, respectively; and the genes jun, fos, myc, ptgs2, ccna2, ccl2 had relatively higher degree of connectivity. The results indicated that cell apoptosis and inflammatory response were enhanced in the initial phase and the early part of progressive phase in LR.     

脂肪细胞分化相关基因在大鼠再生肝中表达变化

肝脏由多种细胞构成,肝再生与细胞分化密切相关,细胞分化受基因转录水平调控。为在基因转录水平了解脂肪细胞分化基因在大鼠肝再生中作用,本文用搜集网站资料和查阅相关论文等方法获得上述基因,用Rat Genome2302.0芯片检测它们在大鼠肝再生(liver regeneration,LR)中表达情况,将三次检验结果相同或相似、在肝再生中表达变化2倍以上、真手术组和假手术组相比差异显著的基因视为肝再生相关基因。初步证实上述基因中75个基因与肝再生相关。肝再生启动(PH后0.5-4h)、G0/G1过渡(PH后4-6h)、细胞增殖(PH后6-66h)、细胞分化和组织结构功能重建(PH后72-168h)等四个阶段起始表达的基因数为44、13、30和1;基因的总表达次数为88、58、302和90。表明相关基因主要在肝再生启动阶段起始表达,在不同阶段发挥作用。它们共表达上调313次、下调167次,分为43种表达方式。表明肝再生中脂肪细胞发生和分化相关基因活动多样和复杂。根据本文研究结果推测,上述基因不仅调节脂肪细胞分化,而且参与肝再生的生理生化活动。