基于数据库中肺纤维化miRNA及肺癌mRNA芯片资料分析筛查肺癌的潜在治疗靶点

肺癌严重危害人类健康,患者预后较差。肺纤维化是肺癌的危险因素之一,与肺癌的发病机制存在一定关系。肺纤维化中失调的微小RNA(microRNA, miRNA)在肺癌发生发展过程中发挥着重要作用。本研究使用基因表达综合数据库(Gene Expression Omnibus, GEO)中肺纤维化miRNA及肺癌mRNA的芯片数据,利用GEO2R筛选肺纤维化差异miRNA与肺癌差异基因、miRWalk预测miRNA靶基因、STRING分析互作关系、WebGestalt进行GO与KEGG分析、GEPIA分析基因对患者生存的影响,最终获得SNRPE、PIK3R1、ARHGEF6等潜在的肺癌治疗靶点。通过对这些潜在靶点的认识进一步了解肺癌的发生发展机制,为肺癌的临床治疗贡献新的思路。     

Hyperactive hypothalamus,motivated and non‐distractible chronic overeating in ADAR2 transgenic mice

ADAR2 transgenic mice misexpressing the RNA editing enzyme ADAR2 (Adenosine Deaminase that act on RNA) show characteristics of overeating and experience adult onset obesity. Behavioral patterns and brain changes related to a possible addictive overeating in these transgenic mice were explored as transgenic mice display chronic hyperphagia. ADAR2 transgenic mice were assessed in their food preference and motivation to overeat in a competing reward environment with ad lib access to a running wheel and food. Metabolic activity of brain and peripheral tissue were assessed with [¹⁸F] fluorodeoxyglucose positron emission tomography (FDG‐PET) and RNA expression of feeding related genes, ADAR2, dopamine and opiate receptors from the hypothalamus and striatum were examined. The results indicate that ADAR2 transgenic mice exhibit, (1) a food preference for diets with higher fat content, (2) significantly increased food intake that is non‐distractible in a competing reward environment, (3) significantly increased messenger RNA (mRNA) expressions of ADAR2, serotonin 2C receptor (5HT_2CR), D1, D2 and mu opioid receptors and no change in corticotropin‐releasing hormone mRNAs and significantly reduced ADAR2 protein expression in the hypothalamus, (4) significantly increased D1 receptor and altered bioamines with no change in ADAR2, mu opioid and D2 receptor mRNA expression in the striatum and (5) significantly greater glucose metabolism in the hypothalamus, brain stem, right hippocampus, left and right mid brain regions and suprascapular peripheral tissue than controls. These results suggest that highly motivated and goal‐oriented overeating behaviors of ADAR2 transgenic mice are associated with altered feeding, reward‐related mRNAs and hyperactive brain mesolimbic region .     

c‐Myc‐mediated SNRPB upregulation functions as an oncogene in hepatocellular carcinoma

Dysregulation of genes involved in alternative splicing contributes to hepatocarcinogenesis. SNRPB, a component of spliceosome, is implicated in human cancers, yet its clinical significance and biological function in hepatocellular carcinoma (HCC) remains unknown. Here, we show that SNRPB expression is increased in HCC tissues, compared with the nontumorous tissues, at both messenger RNA and protein levels in two independent cohorts. High expression of SNRPB is significantly associated with higher pathological grade, vascular invasion, serum alpha‐fetoprotein level, tumor metastasis, and poor disease‐free and overall survivals. Luciferase reporter and chromatin immunoprecipitation assays demonstrate that SNRPB upregulation in HCC is mediated by c‐Myc. Positive correlation is found between SNRPB and c‐Myc expression in clinical samples. In vitro studies show that ectopic expression of SNRPB promotes HCC cell proliferation and migration, whereas knockdown of SNRPB results in the opposite phenotypes. Collectively, our data suggest SNRPB function as an oncogene and serve as a potential prognostic factor in HCC.     

核不均一核糖核蛋白R基因沉默抑制非小细胞肺癌细胞恶性转化

核不均一核糖核蛋白R(hnRNPR)是一种与mRNA生物学功能密切相关的RNA结合蛋白质,与多种肿瘤细胞的恶性转化相关。然而,在非小细胞肺癌(NSCLC)中的作用机制尚不清楚。本研究通过检索公共数据库发现,hnRNPR蛋白主要在肺癌细胞核中表达,hnRNPR mRNA在非小细胞肺癌组织中高表达,并且与肺腺癌患者的生存率呈负相关;hnRNPR的表达与非小细胞肺癌患者的性别、T分期显著相关(P<0.05)。构建hnRNPR基因沉默的非小细胞肺癌稳定细胞株,检测细胞功能变化,结果显示,hnRNPR基因沉默抑制了细胞增殖、迁移和侵袭能力以及上皮-间质转化(EMT),并将细胞周期阻滞在G₁期(P<0.01)。生物信息学分析显示,非小细胞肺癌中hnRNPR基因与9 310个基因的表达正相关(皮尔逊相关系数>0,P<0.05),与10 680个基因的表达负相关(皮尔逊相关系数<0,P<0.05)。综上所述,hnRNPR在非小细胞肺癌中高表达,可能作为剪接体的组分,通过调节相关基因的表达,促进了NSCLC细胞的恶性转化。     

Characterization of reproduction-specific genes in a marine bivalve mollusc: influence of maturation stage and sex on mRNA expression

Numerous studies have investigated the reproduction mechanisms in mollusc species at a biochemical and physiological level; few have described these mechanisms at a molecular level, despite great commercial interest in several mollusc species. We investigated genes involved in gonad maturation of the marine scallop Argopecten purpuratus. A cDNA library was made from gonad tissue. After sequence analysis, 418 unique genes were characterized, of these, about 80% were of unknown function. Among the identified sequences, we analyzed the mRNA expression by real-time PCR of 7 genes involved in reproduction mechanisms, either directly: testis-specific serine/threonine-protein kinase (TSSK), vitellogenin (Vg), and spermatogenesis and centriole associated 1 (SCA) or indirectly: calcineurin A (CNA), centrin, RNA-specific adenosine deaminase (ADAR), and cytidine deaminase (CDA). The real-time PCR analyses were conducted on different tissues of mature and immature scallops (testis, ovary, immature gonad, gill, digestive gland and mantle). The genes studied, presented (1) a strong tissue-dependent expression pattern (higher expression in gonad tissues than in all other tissues) and (2) a sex- and maturation-specific expression pattern (except centrin). This is the first time that the expression of specific genes involved in reproduction mechanisms in a marine mollusc has been described at the molecular level.     

Stress-induced apoptosis associated with null mutation of ADAR1 RNA editing deaminase gene

One type of RNA editing involves the conversion of adenosine residues into inosine in double-stranded RNA through the action of adenosine deaminases acting on RNA (ADAR). A-to-I RNA editing of the coding sequence could result in synthesis of proteins not directly encoded in the genome. ADAR edits also non-coding sequences of target RNAs, such as introns and 3'-untranslated regions, which may affect splicing, translation, and mRNA stability. Three mammalian ADAR gene family members (ADAR1-3) have been identified. Here we investigated phenotypes of mice homozygous for ADAR1 null mutation. Although live ADAR1-/- embryos with normal gross appearance could be recovered up to E11.5, widespread apoptosis was detected in many tissues. Fibroblasts derived from ADAR1-/- embryos were also prone to apoptosis induced by serum deprivation. Our results demonstrate an essential requirement for ADAR1 in embryogenesis and suggest that it functions to promote survival of numerous tissues by editing one or more double-stranded RNAs required for protection against stress-induced apoptosis.     

Loss of DSTYK activates Wnt/β-catenin signaling and glycolysis in lung adenocarcinoma

Aberrant activation of Wnt/β-catenin signaling and dysregulation of metabolism have been frequently observed in lung cancer. However, the molecular mechanism by which Wnt/β-catenin signaling is regulated and the link between Wnt/β-catenin signaling and cancer metabolism are not fully understood. In this study, we showed that the loss of dual serine/threonine tyrosine protein kinase (DSTYK) led to the activation of Wnt/β-catenin signaling and upregulation of its target gene, lactate dehydrogenase (LDHA), and thus the elevation of lactate. DSTYK phosphorylated the N-terminal domain of β-catenin and inhibited Wnt/β-catenin signaling, which led to the inhibition of cell growth, colony formation and tumorigenesis in a lung adenocarcinoma mouse model. DSTYK was downregulated in lung cancer tissues, and its expression was positively correlated with the survival of patients with lung adenocarcinoma. Taken together, these results demonstrate that the loss of DSTYK activates Wnt/β-catenin/LDHA signaling to promote the tumorigenesis of lung cancer and that DSTYK may be a therapeutic target.Subject terms: Cancer metabolism, Non-small-cell lung cancer, Non-small-cell lung cancer     

Systems biology analysis reveals new insights into invasive lung cancer

Background

Adenocarcinoma in situ (AIS) is a pre-invasive lesion in the lung and a subtype of lung adenocarcinoma. The patients with AIS can be cured by resecting the lesion completely. In contrast, the patients with invasive lung adenocarcinoma have very poor 5-year survival rate. AIS can develop into invasive lung adenocarcinoma. The investigation and comparison of AIS and invasive lung adenocarcinoma at the genomic level can deepen our understanding of the mechanisms underlying lung cancer development.

Results

In this study, we identified 61 lung adenocarcinoma (LUAD) invasive-specific differentially expressed genes, including nine long non-coding RNAs (lncRNAs) based on RNA sequencing techniques (RNA-seq) data from normal, AIS, and invasive tissue samples. These genes displayed concordant differential expression (DE) patterns in the independent stage III LUAD tissues obtained from The Cancer Genome Atlas (TCGA) RNA-seq dataset. For individual invasive-specific genes, we constructed subnetworks using the Genetic Algorithm (GA) based on protein-protein interactions, protein-DNA interactions and lncRNA regulations. A total of 19 core subnetworks that consisted of invasive-specific genes and at least one putative lung cancer driver gene were identified by our study. Functional analysis of the core subnetworks revealed their enrichment in known pathways and biological progresses responsible for tumor growth and invasion, including the VEGF signaling pathway and the negative regulation of cell growth.

Conclusions

Our comparison analysis of invasive cases, normal and AIS uncovered critical genes that involved in the LUAD invasion progression. Furthermore, the GA-based network method revealed gene clusters that may function in the pathways contributing to tumor invasion. The interactions between differentially expressed genes and putative driver genes identified through the network analysis can offer new targets for preventing the cancer invasion and potentially increase the survival rate for cancer patients.

     

Variations of expression of lipid raft protein flotillin-2 in human lung adenocarcinomas and its influence on the characteristics of the lung cancer cell line A549

Transduction of many cellular signals is mediated by special plasma membrane microdomains that are called lipid rafts. Lipid rafts are dynamic and transient structures; however, they can be stabilized by lipid raft proteins, including the family of flotillins which is represented by flotillin-1 and flotillin-2. Flotillins are expressed in different tissues and may regulate many signalling pathways. However, their role in carcinogenesis remains unclear. The aim of this work was to investigate variations of flotillin-2 expression on mRNA and protein level in lung adenocarcinoma specimens. We also studied the influence of flotillin-2 expression on the characteristics of A549 lung cancer cell line. The level of flotillin-2 mRNA was reduced in the vast majority of investigated adenocarcinoma specimens in comparison to corresponding normal tissues. However, the amount of protein varied widely and was preferentially increased (40%) than decreased (15%). Flotillin-2 overexpression in A549 cell line did not change proliferation but stimulated migration of cultivated cells. Conversely, knockdown of flotillin-2 using small hairpin RNA (shRNA) downregulated proliferation as well as migration of tumor cells. These results indicate that the expression of flotillin-2 changes in human lung adenocarcinoma and that this protein may influence the key characteristics of tumor cells.     

Modulation of microRNA processing and expression through RNA editing by ADAR deaminases

Adenosine deaminases acting on RNA (ADARs) are involved in editing of adenosine residues to inosine in double-stranded RNA (dsRNA). Although this editing recodes and alters functions of several mammalian genes, its most common targets are noncoding repeat sequences, indicating the involvement of this editing system in currently unknown functions other than recoding of protein sequences. Here we show that specific adenosine residues of certain microRNA (miRNA) precursors are edited by ADAR1 and ADAR2. Editing of pri-miR-142, the precursor of miRNA-142, expressed in hematopoietic tissues, resulted in suppression of its processing by Drosha. The edited pri-miR-142 was degraded by Tudor-SN, a component of RISC and also a ribonuclease specific to inosine-containing dsRNAs. Consequently, mature miRNA-142 expression levels increased substantially in ADAR1 null or ADAR2 null mice. Our results demonstrate a new function of RNA editing in the control of miRNA biogenesis.     

肺腺癌诊断标志物筛选及免疫细胞浸润分析

用生物信息学方法筛选肺腺癌(Lung adenocarcinoma,LUAD)的诊断生物标志物,并分析肺腺癌中免疫细胞浸润情况。从GEO和TCGA数据库下载肺腺癌的表达数据集,利用R软件筛选肺腺癌与正常肺组织间的差异表达基因(DEGs),使用DAVID网站对DEGs进行GO及KEGG富集分析,使用STRING及Cytoscape等工具对DEGs构建蛋白相互作用网络并筛选hub基因;利用Kaplan-Meier法对DEGs进行生存分析,并对hub基因进行ROC分析筛选诊断生物标志物,利用GSEA预测有预后价值的基因参与的信号通路;并用Cibersort软件反卷积算法分析肺腺癌中免疫细胞浸润情况。共得到肺腺癌的234个DEGs,这些基因主要参与信号转导、物质代谢、免疫反应等相关信号通路;构建PPI网络筛选出的20个hub基因中8个存在预后价值(CCNA2、DLGAP5、HMMR、MMP1、MMP9、MMP13、SPP1、TOP2A),ROC分析中DLGAP5、SPP1值分别是0.703、0.706;DLGAP5、SPP1基因表达水平与肺腺癌组织浆细胞、未活化的CD4⁺记忆细胞、调节T细胞、巨噬细胞M0、M1、M2及中性粒细胞浸润密切相关(P＜0.05)。肺腺癌中DLGAP5、SPP1具有较高诊断价值且参与肺腺癌组织免疫细胞浸润;DLGAP5、SPP1基因可作为肺腺癌诊断的生物标志物,可为肺腺癌的靶向治疗研究提供新思路。     

High expression levels of pyrimidine metabolic rate–limiting enzymes are adverse prognostic factors in lung adenocarcinoma: a study based on The Cancer Genome Atlas and Gene Expression Omnibus datasets

Reprogramming of metabolism is described in many types of cancer and is associated with the clinical outcomes. However, the prognostic significance of pyrimidine metabolism signaling pathway in lung adenocarcinoma (LUAD) is unclear. Using the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) datasets, we found that the pyrimidine metabolism signaling pathway was significantly enriched in LUAD. Compared with normal lung tissues, the pyrimidine metabolic rate–limiting enzymes were highly expressed in lung tumor tissues. The high expression levels of pyrimidine metabolic–rate limiting enzymes were associated with unfavorable prognosis. However, purinergic receptors P2RX1, P2RX7, P2RY12, P2RY13, and P2RY14 were relatively downregulated in lung cancer tissues and were associated with favorable prognosis. Moreover, we found that hypo-DNA methylation, DNA amplification, and TP53 mutation were contributing to the high expression levels of pyrimidine metabolic rate–limiting enzymes in lung cancer cells. Furthermore, combined pyrimidine metabolic rate–limiting enzymes had significant prognostic effects in LUAD. Comprehensively, the pyrimidine metabolic rate–limiting enzymes were highly expressed in bladder cancer, breast cancer, colon cancer, liver cancer, and stomach cancer. And the high expression levels of pyrimidine metabolic rate–limiting enzymes were associated with unfavorable prognosis in liver cancer. Overall, our results suggested the mRNA levels of pyrimidine metabolic rate–limiting enzymes CAD, DTYMK, RRM1, RRM2, TK1, TYMS, UCK2, NR5C2, and TK2 were predictive of lung cancer as well as other cancers.

     

Vasoactive intestinal peptide re-balances TREM-1/TREM-2 ratio in acute lung injury

Vasoactive intestinal peptide (VIP) is one of the most plentiful neuropeptides in the lung and it has anti-inflammatory effects in the respiratory system. Triggering receptors expressed on myeloid cells-1 (TREM-1) and triggering receptors expressed on myeloid cells-2 (TREM-2) regulate immune responses to lipopolysaccharide (LPS). In the present study, we tested the expressions of TREM-1 and TREM-2 in various pulmonary cell lines and/or tissue using an animal model of LPS-induced acute lung injury (ALI), and determined the effects of VIP on expression of the TREM-1 and TREM-2 in lung tissues and cells from ALI mice. We found 1) expression of the TREM-1 mRNA from lung tissues of ALI was significantly increased, whereas the expression of TREM-2 mRNA was decreased in these tissues; 2) TREM-1 mRNA was only expressed in macrophages, while TREM-2 mRNA was detected in HBECs, lung fibroblasts, lung adenocarcinoma cells and macrophages; 3) the ratio of TREM-1 mRNA to TREM-2 mRNA was increased in LPS-induced lung tissues and macrophages; 4) VIP inhibited expression of the TREM-1 mRNA in a time- and dose-dependent manner in lung cells from LPS-induced ALI mice; however, it increased expression of the TREM-2 mRNA. As a result of these effects, VIP normalized the ratio of TREM-1 to TREM-2 mRNA in these cells. Our results suggest that VIP might exert its anti-inflammatory effect through a mechanism involved in regulation of expression of the TREM-1 and TREM-2 in LPS-induced ALI.     

Prediction of potential drivers connecting different dysfunctional levels in lung adenocarcinoma via a protein–protein interaction network

Lung cancer is a serious disease that threatens an affected individual's life. Its pathogenesis has not yet to be fully described, thereby impeding the development of effective treatments and preventive measures. “Cancer driver” theory considers that tumor initiation can be associated with a number of specific mutations in genes called cancer driver genes. Four omics levels, namely, (1) methylation, (2) microRNA, (3) mutation, and (4) mRNA levels, are utilized to cluster cancer driver genes. In this study, the known dysfunctional genes of these four levels were used to identify novel driver genes of lung adenocarcinoma, a subtype of lung cancer. These genes could contribute to the initiation and progression of lung adenocarcinoma in at least two levels. First, random walk with restart algorithm was performed on a protein–protein interaction (PPI) network constructed with PPI information in STRING by using known dysfunctional genes as seed nodes for each level, thereby yielding four groups of possible genes. Second, these genes were further evaluated in a test strategy to exclude false positives and select the most important ones. Finally, after conducting an intersection operation in any two groups of genes, we obtained several inferred driver genes that contributed to the initiation of lung adenocarcinoma in at least two omics levels. Several genes from these groups could be confirmed according to recently published studies. The inferred genes reported in this study were also different from those described in a previous study, suggesting that they can be used as essential supplementary data for investigations on the initiation of lung adenocarcinoma. This article is part of a Special Issue entitled: Accelerating Precision Medicine through Genetic and Genomic Big Data Analysis edited by Yudong Cai & Tao Huang.