Elucidating mechanistic insights into drug action for atopic dermatitis: a systems biology approach.

Q2 Medicine
Indhupriya Subramanian, Vivek K Singh, Abhay Jere
{"title":"Elucidating mechanistic insights into drug action for atopic dermatitis: a systems biology approach.","authors":"Indhupriya Subramanian,&nbsp;Vivek K Singh,&nbsp;Abhay Jere","doi":"10.1186/s12895-018-0070-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Topical Betamethasone (BM) and Pimecrolimus (PC) are widely used drugs in the treatment of atopic dermatitis (AD). Though the biomolecules and biological pathways affected by the drugs are known, the causal inter-relationships among these pathways in the context of skin is not available. We aim to derive this insight by using transcriptomic data of AD skin samples treated with BM and PC using systems biology approach.</p><p><strong>Methods: </strong>Transcriptomic datasets of 10 AD patients treated with Betamethasone and Pimecrolimus were obtained from GEO datasets. We used a novel computational platform, eSkIN ( www.persistent.com/eskin ), to perform pathway enrichment analysis for the given datasets. eSkIN consists of 35 skin specific pathways, thus allowing skin-centric analysis of transcriptomic data. Fisher's exact test was used to compute the significance of the pathway enrichment. The enriched pathways were further analyzed to gain mechanistic insights into the action of these drugs.</p><p><strong>Results: </strong>Our analysis highlighted the molecular details of the mechanism of action of the drugs and corroborated the known facts about these drugs i.e. BM is more effective in triggering anti-inflammatory response but also causes more adverse effect on skin barrier than PC. In particular, eSkIN helped enunciate the biological pathways activated by these drugs to trigger anti-inflammatory response and its effect on skin barrier. BM suppresses pathways like TNF and TLRs, thus inhibiting NF-κB while PC targets inflammatory genes like IL13 and IL6 via known calcineurin-NFAT pathway. Furthermore, we show that the reduced skin barrier function by BM is due to the suppression of activators like AP1 transcription factors, CEBPs.</p><p><strong>Conclusion: </strong>We thus demonstrate the detailed mechanistic insight into drug action of AD using a novel computational approach.</p>","PeriodicalId":9014,"journal":{"name":"BMC Dermatology","volume":"18 1","pages":"3"},"PeriodicalIF":0.0000,"publicationDate":"2018-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12895-018-0070-4","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Dermatology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s12895-018-0070-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 6

Abstract

Background: Topical Betamethasone (BM) and Pimecrolimus (PC) are widely used drugs in the treatment of atopic dermatitis (AD). Though the biomolecules and biological pathways affected by the drugs are known, the causal inter-relationships among these pathways in the context of skin is not available. We aim to derive this insight by using transcriptomic data of AD skin samples treated with BM and PC using systems biology approach.

Methods: Transcriptomic datasets of 10 AD patients treated with Betamethasone and Pimecrolimus were obtained from GEO datasets. We used a novel computational platform, eSkIN ( www.persistent.com/eskin ), to perform pathway enrichment analysis for the given datasets. eSkIN consists of 35 skin specific pathways, thus allowing skin-centric analysis of transcriptomic data. Fisher's exact test was used to compute the significance of the pathway enrichment. The enriched pathways were further analyzed to gain mechanistic insights into the action of these drugs.

Results: Our analysis highlighted the molecular details of the mechanism of action of the drugs and corroborated the known facts about these drugs i.e. BM is more effective in triggering anti-inflammatory response but also causes more adverse effect on skin barrier than PC. In particular, eSkIN helped enunciate the biological pathways activated by these drugs to trigger anti-inflammatory response and its effect on skin barrier. BM suppresses pathways like TNF and TLRs, thus inhibiting NF-κB while PC targets inflammatory genes like IL13 and IL6 via known calcineurin-NFAT pathway. Furthermore, we show that the reduced skin barrier function by BM is due to the suppression of activators like AP1 transcription factors, CEBPs.

Conclusion: We thus demonstrate the detailed mechanistic insight into drug action of AD using a novel computational approach.

Abstract Image

Abstract Image

Abstract Image

阐明机制洞察药物作用的特应性皮炎:一个系统生物学方法。
背景:外用倍他米松(BM)和吡美莫司(PC)是治疗特应性皮炎(AD)的常用药物。虽然受药物影响的生物分子和生物途径是已知的,但这些途径之间的因果关系在皮肤的情况下是不可用的。我们的目标是通过使用系统生物学方法使用BM和PC处理的AD皮肤样本的转录组学数据来获得这一见解。方法:从GEO数据集中获取10例接受倍他米松和吡美莫司治疗的AD患者的转录组学数据。我们使用了一个新的计算平台eSkIN (www.persistent.com/eskin),对给定的数据集进行通路富集分析。eSkIN由35个皮肤特异性通路组成,因此允许以皮肤为中心的转录组数据分析。使用Fisher精确检验来计算途径富集的重要性。进一步分析富集的途径,以获得这些药物作用的机制见解。结果:我们的分析突出了药物作用机制的分子细节,证实了这些药物的已知事实,即BM比PC更有效地引发抗炎反应,但对皮肤屏障的不良影响更大。特别是,eSkIN帮助阐明了这些药物激活的生物途径,以触发抗炎反应及其对皮肤屏障的影响。BM抑制TNF和TLRs等通路,从而抑制NF-κB,而PC通过已知的钙调磷酸酶- nfat通路靶向炎性基因,如IL13和IL6。此外,我们发现BM降低皮肤屏障功能是由于AP1转录因子cebp等激活因子的抑制。结论:我们因此证明了详细的机制洞察药物作用的AD使用一种新的计算方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
BMC Dermatology
BMC Dermatology Medicine-Dermatology
自引率
0.00%
发文量
0
期刊介绍: BMC Dermatology is an open access journal publishing original peer-reviewed research articles in all aspects of the prevention, diagnosis and management of skin disorders, as well as related molecular genetics, pathophysiology, and epidemiology. BMC Dermatology (ISSN 1471-5945) is indexed/tracked/covered by PubMed, MEDLINE, CAS, EMBASE, Scopus and Google Scholar.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信