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IBDTransDB:一个用于炎症性肠病的手动整理转录组学数据库。

IBDTransDB: a manually curated transcriptomic database for inflammatory bowel disease.

机构信息

Genomics Research Center, AbbVie Inc, 200 Sidney Street, Cambridge, MA 02139, USA.

出版信息

Database (Oxford). 2024 Mar 28;2024. doi: 10.1093/database/baae026.

DOI:10.1093/database/baae026
PMID:38564306
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10986744/
Abstract

Inflammatory Bowel Disease (IBD) therapies are ineffective in at least 40% patients, and transcriptomic datasets have been widely used to reveal the pathogenesis and to identify the novel drug targets for these patients. Although public IBD transcriptomic datasets are available from many web-based tools/databases, due to the unstructured metadata and data description of these public datasets, most of these tools/databases do not allow querying datasets based on multiple keywords (e.g. colon and infliximab). Furthermore, few tools/databases can compare and integrate the datasets from the query results. To fill these gaps, we have developed IBDTransDB (https://abbviegrc.shinyapps.io/ibdtransdb/), a manually curated transcriptomic database for IBD. IBDTransDB includes a manually curated database with 34 transcriptomic datasets (2932 samples, 122 differential comparisons) and a query system supporting 35 keywords from 5 attributes (e.g. tissue and treatment). IBDTransDB also provides three modules for data analyses and integration. IBDExplore allows interactive visualization of differential gene list, pathway enrichment, gene signature and cell deconvolution analyses from a single dataset. IBDCompare supports comparisons of selected genes or pathways from multiple datasets across different conditions. IBDIntegrate performs meta-analysis to prioritize a list of genes/pathways based on user-selected datasets and conditions. Using two case studies related to infliximab treatment, we demonstrated that IBDTransDB provides a unique platform for biologists and clinicians to reveal IBD pathogenesis and identify the novel targets by integrating with other omics data. Database URL: https://abbviegrc.shinyapps.io/ibdtransdb/.

摘要

炎症性肠病 (IBD) 的治疗方法对至少 40%的患者无效,转录组数据集已被广泛用于揭示发病机制,并为这些患者确定新的药物靶点。尽管许多基于网络的工具/数据库都提供了公共的 IBD 转录组数据集,但由于这些公共数据集的元数据和数据描述不规范,大多数工具/数据库不允许根据多个关键字(例如结肠和英夫利昔单抗)查询数据集。此外,很少有工具/数据库可以比较和整合查询结果中的数据集。为了填补这些空白,我们开发了 IBDTransDB(https://abbviegrc.shinyapps.io/ibdtransdb/),这是一个用于 IBD 的手动整理转录组数据库。IBDTransDB 包含一个手动整理的数据库,其中包含 34 个转录组数据集(2932 个样本,122 个差异比较)和一个查询系统,该系统支持 5 个属性(例如组织和治疗)中的 35 个关键字。IBDTransDB 还提供了三个数据分析和整合模块。IBDExplore 允许从单个数据集交互式可视化差异基因列表、通路富集、基因特征和细胞去卷积分析。IBDCompare 支持在不同条件下从多个数据集比较选定基因或途径。IBDIntegrate 执行元分析,根据用户选择的数据集和条件对基因/途径列表进行优先级排序。通过两个与英夫利昔单抗治疗相关的案例研究,我们证明了 IBDTransDB 通过与其他组学数据整合,为生物学家和临床医生提供了一个独特的平台,用于揭示 IBD 的发病机制并确定新的靶点。数据库网址:https://abbviegrc.shinyapps.io/ibdtransdb/。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f44/10986744/afda67516336/baae026f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f44/10986744/b7fb87eec8b6/baae026f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f44/10986744/c83de2bb20be/baae026f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f44/10986744/afda67516336/baae026f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f44/10986744/b7fb87eec8b6/baae026f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f44/10986744/c83de2bb20be/baae026f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f44/10986744/afda67516336/baae026f3.jpg

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本文引用的文献

1
Prediction and Verification of Potential Therapeutic Targets for Non-Responders to Infliximab in Ulcerative Colitis.溃疡性结肠炎中对英夫利昔单抗无反应者潜在治疗靶点的预测与验证
J Inflamm Res. 2023 May 15;16:2063-2078. doi: 10.2147/JIR.S409290. eCollection 2023.
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The Efficacy of Currently Licensed Biologics for Treatment of Ulcerative Colitis: A Literature Review.当前获批用于治疗溃疡性结肠炎的生物制剂的疗效:一项文献综述。
Cureus. 2023 Apr 15;15(4):e37609. doi: 10.7759/cureus.37609. eCollection 2023 Apr.
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Global, regional and national burden of inflammatory bowel disease in 204 countries and territories from 1990 to 2019: a systematic analysis based on the Global Burden of Disease Study 2019.
204 个国家和地区 1990 年至 2019 年炎症性肠病的全球、区域和国家负担:基于 2019 年全球疾病负担研究的系统分析。
BMJ Open. 2023 Mar 28;13(3):e065186. doi: 10.1136/bmjopen-2022-065186.
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Network expansion of genetic associations defines a pleiotropy map of human cell biology.遗传关联的网络扩展定义了人类细胞生物学的多效性图谱。
Nat Genet. 2023 Mar;55(3):389-398. doi: 10.1038/s41588-023-01327-9. Epub 2023 Feb 23.
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The Clinical Response of Upadacitinib and Risankizumab Is Associated With Reduced Inflammatory Bowel Disease Anti-TNF-α Inadequate Response Mechanisms.乌帕替尼和司库奇尤单抗的临床反应与炎症性肠病抗TNF-α反应不足机制的减少有关。
Inflamm Bowel Dis. 2023 May 2;29(5):771-782. doi: 10.1093/ibd/izac246.
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A transcriptome atlas and interactive analysis platform for autoimmune disease.自身免疫性疾病的转录组图谱和交互式分析平台。
Database (Oxford). 2022 Jun 27;2022. doi: 10.1093/database/baac050.
7
GEOexplorer: a webserver for gene expression analysis and visualisation.GEOexplorer:一个用于基因表达分析和可视化的网络服务器。
Nucleic Acids Res. 2022 Jul 5;50(W1):W367-W374. doi: 10.1093/nar/gkac364.
8
Treatment of Inflammatory Bowel Disease: A Comprehensive Review.炎症性肠病的治疗:全面综述
Front Med (Lausanne). 2021 Dec 20;8:765474. doi: 10.3389/fmed.2021.765474. eCollection 2021.
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A comprehensive database for integrated analysis of omics data in autoimmune diseases.一个用于自身免疫性疾病组学数据综合分析的综合数据库。
BMC Bioinformatics. 2021 Jun 24;22(1):343. doi: 10.1186/s12859-021-04268-4.
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