Related Experiment Video
Updated: May 6, 2026

Characterization of In Vitro Differentiation of Human Primary Keratinocytes by RNA-Seq Analysis
Published on: May 16, 2020
Analysis of intracellular communication reveals consistent gene changes associated with early-stage acne skin
Min Deng1, Woodvine O Odhiambo1, Min Qin1
1Division of Dermatology, David Geffen School of Medicine, University of California (UCLA), Los Angeles, CA, 90095, USA.
Abstract:
A comprehensive understanding of the intricate cellular and molecular changes governing the complex interactions between cells within acne lesions is currently lacking. Herein, we analyzed early papules from six subjects with active acne vulgaris, utilizing single-cell and high-resolution spatial RNA sequencing. We observed significant changes in signaling pathways across seven different cell types when comparing lesional skin samples (LSS) to healthy skin samples (HSS). Using CellChat, we constructed an atlas of signaling pathways for the HSS, identifying key signal distributions and cell-specific genes within individual clusters. Further, our comparative analysis revealed changes in 49 signaling pathways across all cell clusters in the LSS- 4 exhibited decreased activity, whereas 45 were upregulated, suggesting that acne significantly alters cellular dynamics. We identified ten molecules, including GRN, IL-13RA1 and SDC1 that were consistently altered in all donors. Subsequently, we focused on the function of GRN and IL-13RA1 in TREM2 macrophages and keratinocytes as these cells participate in inflammation and hyperkeratinization in the early stages of acne development. We evaluated their function in TREM2 macrophages and the HaCaT cell line. We found that GRN increased the expression of proinflammatory cytokines and chemokines, including IL-18, CCL5, and CXCL2 in TREM2 macrophages. Additionally, the activation of IL-13RA1 by IL-13 in HaCaT cells promoted the dysregulation of genes associated with hyperkeratinization, including KRT17, KRT16, and FLG. These findings suggest that modulating the GRN-SORT1 and IL-13-IL-13RA1 signaling pathways could be a promising approach for developing new acne treatments.
Insights
This study reveals significant alterations in cellular communication pathways within acne lesions, identifying key molecules like GRN and IL-13RA1. Modulating these pathways may offer new therapeutic strategies for acne vulgaris.
Area of Science:
- Dermatology
- Molecular Biology
- Immunology
Background:
- Acne vulgaris pathogenesis involves complex cellular interactions within skin lesions.
- A detailed understanding of these cellular and molecular dynamics is currently limited.
Purpose of the Study:
- To comprehensively analyze cellular and molecular changes in early acne lesions.
- To identify key signaling pathways and molecules involved in acne development.
Main Methods:
- Single-cell and spatial RNA sequencing of early acne papules and healthy skin samples.
- Bioinformatic analysis using CellChat to map signaling pathways.
- Functional evaluation of GRN and IL-13RA1 in macrophages and keratinocytes.
Main Results:
- Significant alterations in 49 signaling pathways were observed in lesional skin samples compared to healthy controls.
- Ten molecules, including GRN and IL-13RA1, showed consistent changes across all donors.
- GRN promoted pro-inflammatory responses in macrophages, while IL-13 activated IL-13RA1 in keratinocytes, dysregulating hyperkeratinization genes.
Conclusions:
- Acne significantly reshapes cellular communication networks within the skin.
- GRN and IL-13RA1 play critical roles in acne inflammation and hyperkeratinization.
- Targeting GRN-SORT1 and IL-13-IL-13RA1 signaling pathways presents a potential therapeutic avenue for acne vulgaris.
Related Concept Videos
Autocrine Signaling
Autocrine Signaling in Macrophages
Under normal physiological conditions, autocrine signaling is essential for maintaining homeostasis. This process is well characterized in...
Changes in Skin Color: Clinical Perspectives
Albinism
Albinism is a genetic disorder that affects (completely or partially) the coloring of skin, hair, and eyes. The defect is primarily...
Signal Transduction: Overview
Typically, signal transduction involves three...
The Skin Microbiota
Acne Infection

