Related Experiment Video
Updated: Jun 12, 2025

A Semi-Quantitative Drug Affinity Responsive Target Stability DARTS assay for studying Rapamycin/mTOR interaction
Published on: August 27, 2019
Transcriptomic Analyses Predict Enhanced Metabolic Activity and Therapeutic Potential of mTOR Inhibitors in
Mackenzie L Sennett1, George W Agak2, Diane M Thiboutot1
1Department of Dermatology, Penn State College of Medicine, Hershey, Pennsylvania, USA.
Abstract:
Current acne therapies center on preventing new lesions in patients with acne. These therapies were historically found to be beneficial yet were chosen without knowledge of the specific changes in the skin that favor lesion development. A major challenge in developing new treatments is the incomplete understanding of nonlesional (NL), acne-prone skin's molecular characteristics. To address this, we compared RNA-sequencing data from NL skin of 49 patients with acne (denoted as NL acne [NLA]) with those from 19 healthy controls with no acne history. We found 77 differentially expressed genes in NLA (log fold change > 1; P < .05), including genes associated with innate immunity and epidermal barrier function. Notably, K RT 6C, K RT 16, S100A8, S100A9, and lactotransferrin were upregulated, and LCE4A, LCE6A, and CTSE were downregulated. Gene set enrichment analysis revealed that metabolic pathways were enriched in NLA skin, whereas keratinization was negatively enriched. To identify compounds that could shift the gene expression signature of NLA skin toward healthy control skin, we performed connectivity mapping with the Library of Integrated Network-Based Signatures. We identified 187 compounds, particularly mTOR inhibitors, that could potentially normalize the gene expression profile of acne-prone skin to that of healthy skin. Our findings indicate that NLA skin has distinct differences in epidermal differentiation, cellular metabolism, and innate immunity that may promote lesion formation and suggest that mTOR inhibitors could restore NLA skin toward a healthier state, potentially reversing the predisposition to lesion development.
Insights
Acne-prone skin exhibits distinct molecular differences in immunity and metabolism. mTOR inhibitors show potential for normalizing gene expression in nonlesional acne skin, suggesting a new therapeutic avenue.
Area of Science:
- Dermatology
- Molecular Biology
- Genomics
Background:
- Current acne treatments focus on preventing lesions but lack understanding of the underlying molecular changes in acne-prone skin.
- Nonlesional (NL) skin in acne patients (NLA) has poorly understood molecular characteristics that may predispose to lesion development.
Purpose of the Study:
- To compare gene expression profiles of NL skin from acne patients with healthy controls.
- To identify molecular pathways and potential therapeutic compounds that can normalize NLA skin gene expression.
Main Methods:
- RNA sequencing was performed on NL skin samples from 49 acne patients and 19 healthy controls.
- Differential gene expression analysis, gene set enrichment analysis, and connectivity mapping were utilized.
- The Library of Integrated Network-Based Signatures was used to identify potential therapeutic compounds.
Main Results:
- 77 differentially expressed genes were identified in NLA skin, including those related to innate immunity and epidermal barrier function.
- Metabolic pathways were enriched, while keratinization was negatively enriched in NLA skin.
- 187 compounds, notably mTOR inhibitors, were identified as potentially normalizing the gene expression profile of NLA skin.
Conclusions:
- NLA skin displays unique differences in epidermal differentiation, metabolism, and innate immunity, contributing to lesion formation.
- mTOR inhibitors may restore NLA skin towards a healthier state, potentially reversing acne predisposition.
- This research offers insights into the molecular basis of acne-prone skin and suggests novel therapeutic strategies.
More Related Videos
Related Concept Videos
mTOR Signaling and Cancer Progression
The mTOR pathway or the...
PI3K/mTOR/AKT Signaling Pathway

