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转录组学荟萃分析鉴定了不同非进展性 HIV 感染患者样本中的基因表达特征。

Transcriptomic meta-analysis identifies gene expression characteristics in various samples of HIV-infected patients with nonprogressive disease.

机构信息

Key Laboratory of AIDS Immunology of National Health and Family Planning Commission, Department of Laboratory Medicine, The First Affiliated Hospital, China Medical University, No 155, Nanjingbei Street, Heping District, Shenyang, 110001, Liaoning Province, China.

Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China.

出版信息

J Transl Med. 2017 Sep 12;15(1):191. doi: 10.1186/s12967-017-1294-5.

Abstract

BACKGROUND

A small proportion of HIV-infected patients remain clinically and/or immunologically stable for years, including elite controllers (ECs) who have undetectable viremia (<50 copies/ml) and long-term nonprogressors (LTNPs) who maintain normal CD4 T cell counts for prolonged periods (>10 years). However, the mechanism of nonprogression needs to be further resolved. In this study, a transcriptome meta-analysis was performed on nonprogressor and progressor microarray data to identify differential transcriptome pathways and potential biomarkers.

METHODS

Using the INMEX (integrative meta-analysis of expression data) program, we performed the meta-analysis to identify consistently differentially expressed genes (DEGs) in nonprogressors and further performed functional interpretation (gene ontology analysis and pathway analysis) of the DEGs identified in the meta-analysis. Five microarray datasets (81 cases and 98 controls in total), including whole blood, CD4 and CD8 T cells, were collected for meta-analysis.

RESULTS

We determined that nonprogressors have reduced expression of important interferon-stimulated genes (ISGs), CD38, lymphocyte activation gene 3 (LAG-3) in whole blood, CD4 and CD8 T cells. Gene ontology (GO) analysis showed a significant enrichment in DEGs that function in the type I interferon signaling pathway. Upregulated pathways, including the PI3K-Akt signaling pathway in whole blood, cytokine-cytokine receptor interaction in CD4 T cells and the MAPK signaling pathway in CD8 T cells, were identified in nonprogressors compared with progressors. In each metabolic functional category, the number of downregulated DEGs was more than the upregulated DEGs, and almost all genes were downregulated DEGs in the oxidative phosphorylation (OXPHOS) and tricarboxylic acid (TCA) cycle in the three types of samples.

CONCLUSIONS

Our transcriptomic meta-analysis provides a comprehensive evaluation of the gene expression profiles in major blood types of nonprogressors, providing new insights in the understanding of HIV pathogenesis and developing strategies to delay HIV disease progression.

摘要

背景

一小部分 HIV 感染者多年来在临床上和/或免疫上保持稳定,包括无法检测到病毒载量(<50 拷贝/ml)的精英控制器 (EC) 和长期非进展者 (LTNP),他们的 CD4 T 细胞计数维持正常较长时间(>10 年)。然而,进展的机制仍需要进一步解决。在这项研究中,对非进展者和进展者的微阵列数据进行了转录组元分析,以确定差异转录组途径和潜在的生物标志物。

方法

使用 INMEX(表达数据综合元分析)程序,我们进行了元分析以确定非进展者中一致差异表达的基因 (DEG),并进一步对元分析中鉴定的 DEG 进行了功能解释(基因本体分析和途径分析)。共收集了五个微阵列数据集(总共 81 例病例和 98 例对照),包括全血、CD4 和 CD8 T 细胞,用于元分析。

结果

我们确定非进展者的全血、CD4 和 CD8 T 细胞中的重要干扰素刺激基因 (ISG)、CD38 和淋巴细胞激活基因 3 (LAG-3) 的表达降低。基因本体 (GO) 分析显示,在 I 型干扰素信号通路中,DEG 的功能显著富集。与进展者相比,非进展者中上调的途径包括全血中的 PI3K-Akt 信号通路、CD4 T 细胞中的细胞因子-细胞因子受体相互作用和 CD8 T 细胞中的 MAPK 信号通路。在每个代谢功能类别中,下调的 DEG 数量多于上调的 DEG,并且在三种类型的样本中,几乎所有基因都是氧化磷酸化(OXPHOS)和三羧酸(TCA)循环中的下调 DEG。

结论

我们的转录组元分析提供了对非进展者主要血液类型的基因表达谱的全面评估,为了解 HIV 发病机制和开发延迟 HIV 疾病进展的策略提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6777/5596944/d8058195daf4/12967_2017_1294_Fig1_HTML.jpg

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