Transcription factor-target gene regulatory network analysis in human lung adenocarcinoma
Fang Huang1, Fangsu Xue2, Qing Wang3
1Department of Pathology, Affiliated Hospital of Nantong University, Nantong, China.
Background:
Transcription factors (TFs) play a crucial role in the occurrence and progression of lung adenocarcinoma (LUAD), and targeting TFs is an important direction for treating LUAD. However, targeting a single TF often fails to achieve satisfactory therapeutic outcomes. Furthermore, the regulatory TF-target gene networks involved in the development of LUAD is complex and not yet fully understood.
Methods:
In this study, we performed RNA sequencing (RNA-seq) to analyze the transcriptome profile of human LUAD tissues and matched adjacent nontumor tissues. We selected the differentially expressed TFs, performed enrichment analysis and survival curve analysis, and predicted the regulatory networks of the top differential TFs with their target genes. Finally, alternative splicing analyses were also performed.
Results:
We found that TFs GRHL3, SIX1, SIX2, SPDEF, and ETV4 were upregulated, while TAL1, EPAS1, SOX17, NR4A1, and EGR3 were significantly downregulated in LUAD tissues compared to normal tissues. We propose a potential GRHL3-CDH15-Wnt-β-catenin pro-oncogenic signaling axis and a potential TAL1-ADAMTS1-vascular antioncogenic signaling axis. In addition, we found that alternative splicing of intron retention (IR), approximate IR (XIR), multi-IR (MIR), approximate MIR (XMIR), and approximate alternative exon ends (XAE) showed abnormally increased frequencies in LUAD tissues.
Conclusions:
These findings revealed a novel TF-target gene regulatory axis related to tumorigenesis and provided potential therapeutic targets and mechanisms for LUAD.
Insights
This study identifies key transcription factors (TFs) and their regulatory networks involved in lung adenocarcinoma (LUAD). Findings reveal novel TF-target gene axes offering potential therapeutic strategies for LUAD treatment.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Transcription factors (TFs) are critical in lung adenocarcinoma (LUAD) development and progression.
- Targeting single TFs has limited therapeutic success due to complex regulatory networks.
- Understanding TF-target gene interactions is crucial for LUAD treatment strategies.
Purpose of the Study:
- To analyze the transcriptome profile of LUAD tissues and identify differentially expressed TFs.
- To elucidate TF-target gene regulatory networks in LUAD.
- To investigate alternative splicing events in LUAD.
Main Methods:
- RNA sequencing (RNA-seq) of LUAD and adjacent non-tumor tissues.
- Differential expression analysis of TFs.
- Enrichment analysis and survival curve analysis.
- Prediction of TF-target gene regulatory networks.
- Alternative splicing analysis.
Main Results:
- Upregulation of GRHL3, SIX1, SIX2, SPDEF, ETV4 and downregulation of TAL1, EPAS1, SOX17, NR4A1, EGR3 in LUAD tissues.
- Proposed GRHL3-CDH15-Wnt-β-catenin pro-oncogenic and TAL1-ADAMTS1-vascular antioncogenic signaling axes.
- Abnormally increased frequencies of intron retention and alternative splicing events in LUAD.
Conclusions:
- Identified novel TF-target gene regulatory axes implicated in LUAD tumorigenesis.
- Provided potential therapeutic targets and mechanisms for LUAD.
- Highlighted the role of alternative splicing in LUAD development.
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