Elucidating mechanistic insights into drug action for atopic dermatitis: a systems biology approach
نویسندگان
چکیده
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.
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Author’s response to reviews Title: Elucidating mechanistic insights into drug action for atopic dermatitis: a systems biology approach Authors:
Title: Elucidating mechanistic insights into drug action for atopic dermatitis: a systems biology approach Authors: Indhupriya Subramanian ([email protected]) Vivek Singh ([email protected]) Abhay Jere ([email protected]) Version: 2 Date: 17 Oct 2017 Author’s response to reviews: Dear Dr. Tu, We thank you and the reviewers for taking time to evaluate our manuscript...
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