Systems-epigenomics inference of transcription factor activity implicates aryl-hydrocarbon-receptor inactivation as a

Yuting Chen1, Martin Widschwendter2, Andrew E Teschendorff3,4,5

  • 1CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, 320 Yue Yang Road, Shanghai, 200031, China.

Genome Biology
|December 22, 2017
PubMed
Abstract

Insights

Lung cancer development involves the inactivation of key transcription factors (TFs), such as the aryl hydrocarbon receptor (AHR). This study introduces SEPIRA, a novel algorithm for analyzing regulatory activity in lung carcinogenesis, offering new insights into early cancer stages.

Area of Science:

  • Epigenetics and molecular biology
  • Cancer research
  • Systems biology

Background:

  • Smoking-induced molecular changes in lung cells are linked to cancer, but their precise roles are unclear.
  • Aryl hydrocarbon-receptor repressor (AHRR) hypomethylation in smokers is observed but absent in lung cancer.
  • Understanding regulatory factor activity is crucial for lung cancer etiology.

Purpose of the Study:

  • To infer the activity landscape of lung-specific transcription factors (TFs) during lung carcinogenesis.
  • To identify TFs inactivated in early-stage lung cancer and precursor lesions.
  • To validate a novel systems-epigenomics algorithm for regulatory activity inference.

Main Methods:

  • Development and application of the SEPIRA (systems-epigenomics) algorithm.
  • Leveraging RNA-sequencing expression data and DNA methylation (DNAm) profiles.
  • Inferring transcription factor binding activity from expression and methylation data.

Main Results:

  • Lung-specific TFs are preferentially inactivated in lung cancer and precursor lesions.
  • TF inactivation patterns can be accurately derived using DNA methylation data alone.
  • Identified aryl hydrocarbon receptor (AHR) and FOXJ1 as key TFs inactivated in early lung carcinogenesis.

Conclusions:

  • AHR inactivation occurs in the earliest stages of lung cancer and persists, unlike AHRR hypomethylation.
  • The SEPIRA algorithm provides a powerful tool for inferring regulatory activity in epigenome-wide association studies.
  • Findings offer new targets for understanding and potentially treating lung cancer.

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