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ATAC-Seq Optimization for Cancer Epigenetics Research
Published on: June 30, 2022
Integrated ATAC-Seq and RNA-Seq Identify ATF3 as a Tumor Suppressor in UVB-Induced Keratinocyte Carcinogenesis
Zhi Guo1, Xuyi Deng1, Sheng Lu1
1Department of Radiation Medicine, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, China.
Abstract:
Current approaches for preventing and suppressing the initiation and development of keratinocyte carcinoma remain limited, highlighting the urgent need to identify novel targets for tumor intervention. As major environmental pathogenic factor, chronic ultraviolet B (UVB) exposure promotes keratinocyte malignant transformation through epigenetic reprogramming, reshaping chromatin accessibility and gene expression program, which has not been fully elucidated. Here, we established a chronic UVB irradiation model to induce malignant transformation of keratinocytes and performed integrative analyses using ATAC-seq and RNA-seq. We identified 4903 differentially accessible regions (DARs), with increased accessibility at loci of tumor-promoting genes such as TP63, KRT13, KLF8, and EGFR, and enrichment of AP-1 family motifs. RNA-seq revealed 1136 differentially expressed genes (DEGs), predominantly enriched in inflammatory pathways. Integrative analysis highlighted concordant enrichment of inflammation-related genes within open chromatin regions. ATF3 was selected and its downregulated identified after UVB exposure. Functional assays confirmed that ATF3 represses chronic UVB-induced malignant transformation of keratinocytes. Notably, ChIP-qPCR validation verified GDA (Guanine deaminase) as the direct downstream target gene of ATF3. Reduced ATF3 binding elevates GDA promoter chromatin accessibility and upregulates GDA expression to drive malignant progression. In conclusion, our findings demonstrate that chronic UVB exposure remodels chromatin and transcriptomic landscapes and identify ATF3 and its direct target GDA as a critical tumor-suppressive regulatory module for UVB-induced keratinocyte carcinoma.
Insights
Chronic ultraviolet B (UVB) exposure drives skin cancer by altering gene regulation. We identified ATF3 as a tumor suppressor that, when downregulated, promotes keratinocyte carcinoma via its target gene Guanine deaminase (GDA).
Area of Science:
- Oncology
- Dermatology
- Epigenetics
- Molecular Biology
Background:
- Current methods for preventing and treating keratinocyte carcinoma are insufficient.
- Chronic ultraviolet B (UVB) exposure is a major risk factor, inducing malignant transformation via epigenetic reprogramming.
- The precise mechanisms of UVB-induced epigenetic changes and their role in skin cancer development require further elucidation.
Purpose of the Study:
- To investigate the epigenetic and transcriptomic alterations induced by chronic UVB exposure in keratinocytes.
- To identify novel molecular targets for the intervention of UVB-induced keratinocyte carcinoma.
- To elucidate the role of the transcription factor ATF3 and its downstream targets in skin cancer progression.
Main Methods:
- Establishment of a chronic UVB irradiation model in keratinocytes.
- Integrative analysis using Assay for Transposase-Accessible Chromatin sequencing (ATAC-seq) and RNA sequencing (RNA-seq).
- Functional assays and Chromatin Immunoprecipitation quantitative PCR (ChIP-qPCR) to validate gene targets and regulatory interactions.
Main Results:
- Chronic UVB exposure led to significant changes in chromatin accessibility (4903 differentially accessible regions) and gene expression (1136 differentially expressed genes), with enrichment in inflammatory pathways.
- Increased accessibility was observed at tumor-promoting gene loci, including TP63, KRT13, KLF8, and EGFR.
- UVB exposure downregulated the transcription factor ATF3, which was found to repress keratinocyte malignant transformation. Guanine deaminase (GDA) was identified as a direct downstream target of ATF3, with its promoter accessibility and expression upregulated upon ATF3 downregulation, driving malignant progression.
Conclusions:
- Chronic UVB exposure profoundly remodels the chromatin and transcriptomic landscapes of keratinocytes.
- The study identifies ATF3 as a critical tumor suppressor in the context of UVB-induced skin cancer.
- ATF3 and its direct target GDA form a regulatory module that plays a crucial role in suppressing UVB-induced keratinocyte carcinoma.
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