Suppr超能文献

基于基因表达谱鉴定特发性肺纤维化的分子亚型。

Identification of the Molecular Subgroups in Idiopathic Pulmonary Fibrosis by Gene Expression Profiles.

机构信息

Department of Respiratory Medicine, Beijing Hospital of Traditional Chinese Medicine, Affiliated to Capital Medical University, Beijing, China.

出版信息

Comput Math Methods Med. 2021 Oct 4;2021:7922594. doi: 10.1155/2021/7922594. eCollection 2021.

Abstract

BACKGROUND

Idiopathic Pulmonary Fibrosis (IPF) is one of the most common idiopathic interstitial pneumonia, which can occur all over the world. The median survival time of patients is about 3-5 years, and the mortality is relatively high.

OBJECTIVE

To reveal the potential molecular characteristics of IPF and deepen the understanding of the molecular mechanism of IPF. In order to provide some guidance for the clinical treatment, new drug development, and prognosis judgment of IPF. Although the preliminary conclusion of this study has certain guiding significance for the treatment of IPF and so on, it needs more accurate analytical approaches and large sample clinical trials to verify.

METHODS

220 patients with IPF were divided into different subgroups according to the gene expression profiles, which were obtained from the Gene Expression Omnibus (GEO) database. In addition, these subgroups present different expression forms and clinical features. Therefore, weighted gene coexpression analysis (WGCNA) was used to seek the differences between subtypes. And six subgroup-specific WGCNA modules were identified.

RESULTS

Combined with the characteristics of WGCNA and KEGG enrichment modules, the autophagic pathway was only upregulated in subgroup I and enriched significantly. The differentiation pathways of Th1 and Th2 cells were only upregulated and enriched in subgroup II. At the same time, combined with clinical information, IPF patients in subgroup II were older and more serious, which may be closely related to the differentiation of Th1 and Th2 cells. In contrast, the neuroactive ligand-receptor interaction pathway and Ca signaling pathway were significantly upregulated and enriched in subgroup III. Although there was no significant difference in prognosis between subgroup I and subgroup III, their intrinsic biological characteristics were very different. These results suggest that the subtypes may represent risk factors of age and intrinsic biological characteristics and may also partly reflect the severity of the disease.

CONCLUSION

In conclusion, current studies have improved our understanding of IPF-related molecular mechanisms. At the same time, because the results show that patients from different subgroups may have their own unique gene expression patterns, it reminds us that patients in each subgroup should receive more personalized treatment.

摘要

背景

特发性肺纤维化(IPF)是最常见的特发性间质性肺炎之一,可发生于世界各地。患者的中位生存时间约为 3-5 年,死亡率相对较高。

目的

揭示 IPF 的潜在分子特征,加深对 IPF 分子机制的认识。为 IPF 的临床治疗、新药开发和预后判断提供一定的指导。虽然本研究的初步结论对 IPF 的治疗等有一定的指导意义,但还需要更准确的分析方法和大样本临床试验来验证。

方法

根据基因表达谱将 220 例 IPF 患者分为不同亚组,这些亚组分别来自基因表达综合数据库(GEO)。此外,这些亚组呈现不同的表达形式和临床特征。因此,采用加权基因共表达网络分析(WGCNA)寻找亚组间的差异。并鉴定了 6 个亚组特异性 WGCNA 模块。

结果

结合 WGCNA 和 KEGG 富集模块的特点,仅在亚组 I 中上调且显著富集自噬途径。Th1 和 Th2 细胞的分化途径仅在亚组 II 中上调和富集。同时,结合临床信息,亚组 II 中的 IPF 患者年龄较大且病情较重,这可能与 Th1 和 Th2 细胞的分化密切相关。相比之下,神经活性配体-受体相互作用途径和 Ca 信号通路在亚组 III 中显著上调和富集。虽然亚组 I 和亚组 III 之间的预后无显著差异,但它们的内在生物学特征却有很大的不同。这些结果表明,这些亚组可能代表年龄和内在生物学特征的危险因素,也可能部分反映疾病的严重程度。

结论

综上所述,目前的研究提高了我们对 IPF 相关分子机制的认识。同时,由于结果表明不同亚组的患者可能具有独特的基因表达模式,这提醒我们,每个亚组的患者都应该接受更个性化的治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6048/8505108/950533d93c9d/CMMM2021-7922594.001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验