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基于转录组数据构建克罗恩病的基因亚群。

Construction of gene subgroups of Crohn disease based on transcriptome data.

机构信息

School of Clinical Medicine, Dali University, Dali, China.

Department of Obstetrics, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China.

出版信息

Medicine (Baltimore). 2023 Aug 4;102(31):e34482. doi: 10.1097/MD.0000000000034482.

Abstract

BACKGROUND

The global prevalence of Crohn disease (CD), a chronic inflammatory disease of the intestine, has been increasing; however, the etiology and pathogenesis of this disease have not been fully elucidated. Therefore, in the present study, we aimed to better understand the molecular mechanisms underlying CD to aid the development of novel therapeutic strategies for this condition.

METHODS

Based on the transcriptome data from patients with CD, this study used an unsupervised learning method to construct gene co-expression molecular subgroups and the R and SPSS software to identify the biological, clinical, and genetic characteristics and signatures of each subgroup.

RESULTS

Two subgroups were analyzed. Compared to subgroup II, subgroup I consisted of older patients with a more limited range of disease presentation and had a higher number of smokers. The specific genes associated with this subgroup, including CDKN2B, solute carrier family 22 member 5, and phytanoyl-CoA 2-hydroxylase, can be targeted for managing intestinal dysbacteriosis. The number of patients showing infiltrating lesions was higher, the number of smokers was lower, and CD severity was worse in patients in subgroup II than those in subgroup I. The specific genes relevant to subgroup II included cluster of differentiation 44, tryptophanyl-tRNA synthetase, and interleukin 10 receptor, alpha subunit, which may be related to viral infection.

CONCLUSION

The present study segregated patients with CD into 2 subgroups; the findings reported herein provide a new theoretical basis for the diagnosis and treatment of CD and could aid a thorough identification of potential therapeutic targets for this disease.

摘要

背景

克罗恩病(CD)是一种慢性肠道炎症性疾病,其全球患病率一直在上升;然而,这种疾病的病因和发病机制尚未完全阐明。因此,本研究旨在更好地了解 CD 的分子机制,以帮助开发这种疾病的新治疗策略。

方法

基于 CD 患者的转录组数据,本研究使用无监督学习方法构建基因共表达分子亚群,并用 R 和 SPSS 软件识别每个亚群的生物学、临床和遗传特征和特征。

结果

分析了两个亚组。与亚组 II 相比,亚组 I 由年龄较大的患者组成,疾病表现范围较窄,吸烟者较多。与该亚组相关的特定基因,包括 CDKN2B、溶质载体家族 22 成员 5 和植烷酰辅酶 A 2-羟化酶,可作为管理肠道菌群失调的靶点。与亚组 I 相比,亚组 II 中表现为浸润性病变的患者数量更高,吸烟者数量更少,CD 严重程度更差。与亚组 II 相关的特定基因包括 CD44、色氨酰 tRNA 合成酶和白细胞介素 10 受体 alpha 亚基,这可能与病毒感染有关。

结论

本研究将 CD 患者分为 2 个亚组;本文报道的研究结果为 CD 的诊断和治疗提供了新的理论基础,并有助于全面确定这种疾病的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d32/10403018/9dea1a57e339/medi-102-e34482-g001.jpg

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