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基于微阵列的生物信息学分析 SiNPs 和 PbAc 联合作用对斑马鱼心血管系统的影响。

Microarray-based bioinformatics analysis of the combined effects of SiNPs and PbAc on cardiovascular system in zebrafish.

机构信息

Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China; Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, PR China.

Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China; Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, PR China.

出版信息

Chemosphere. 2017 Oct;184:1298-1309. doi: 10.1016/j.chemosphere.2017.06.112. Epub 2017 Jun 28.

Abstract

With rapid development of nanotechnology and growing environmental pollution, the combined toxic effects of SiNPs and pollutants of heavy metals like lead have received global attentions. The aim of this study was to explore the cardiovascular effects of the co-exposure of SiNPs and lead acetate (PbAc) in zebrafish using microarray and bioinformatics analysis. Although there was no other obvious cardiovascular malformation except bleeding phenotype, bradycardia, angiogenesis inhibition and declined cardiac output in zebrafish co-exposed of SiNPs and PbAc at NOAEL level, significant changes were observed in mRNA and microRNA (miRNA) expression patterns. STC-GO analysis indicated that the co-exposure might have more toxic effects on cardiovascular system than that exposure alone. Key differentially expressed genes were discerned out based on the Dynamic-gene-network, including stxbp1a, ndfip2, celf4 and gsk3b. Furthermore, several miRNAs obtained from the miRNA-Gene-Network might play crucial roles in cardiovascular disease, such as dre-miR-93, dre-miR-34a, dre-miR-181c, dre-miR-7145, dre-miR-730, dre-miR-129-5p, dre-miR-19d, dre-miR-218b, dre-miR-221. Besides, the analysis of miRNA-pathway-network indicated that the zebrafish were stimulated by the co-exposure of SiNPs and PbAc, which might cause the disturbance of calcium homeostasis and endoplasmic reticulum stress. As a result, cardiac muscle contraction might be deteriorated. In general, our data provide abundant fundamental research clues to the combined toxicity of environmental pollutants and further in-depth verifications are needed.

摘要

随着纳米技术的快速发展和环境污染的日益严重,SiNPs 与重金属污染物(如铅)的联合毒性作用受到了全球关注。本研究旨在通过微阵列和生物信息学分析,探讨 SiNPs 和醋酸铅(PbAc)共同暴露对斑马鱼心血管系统的影响。虽然在 NOAEL 水平下,除了出血表型、心动过缓、血管生成抑制和心输出量下降外,斑马鱼没有其他明显的心血管畸形,但在 SiNPs 和 PbAc 共同暴露后,mRNA 和 microRNA(miRNA)表达模式发生了显著变化。STC-GO 分析表明,共同暴露对心血管系统的毒性作用可能比单独暴露更为严重。基于动态基因网络,识别出关键差异表达基因,包括 stxbp1a、ndfip2、celf4 和 gsk3b。此外,从 miRNA-Gene-Network 中获得的几种 miRNA 可能在心血管疾病中发挥关键作用,如 dre-miR-93、dre-miR-34a、dre-miR-181c、dre-miR-7145、dre-miR-730、dre-miR-129-5p、dre-miR-19d、dre-miR-218b、dre-miR-221。此外,miRNA 通路网络分析表明,SiNPs 和 PbAc 的共同暴露刺激了斑马鱼,可能导致钙稳态和内质网应激的紊乱,从而导致心肌收缩恶化。总之,我们的数据为环境污染物的联合毒性提供了丰富的基础研究线索,需要进一步深入验证。

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