Multi-omics computational analysis unveils the involvement of AP-1 and CTCF in hysteresis of chromatin states during macrophage polarization

Front Immunol. 2023 Dec 20:14:1304778. doi: 10.3389/fimmu.2023.1304778. eCollection 2023.

Abstract

Macrophages display extreme plasticity, and the mechanisms and applications of polarization and de-/repolarization of macrophages have been extensively investigated. However, the regulation of macrophage hysteresis after de-/repolarization remains unclear. In this study, by using a large-scale computational analysis of macrophage multi-omics data, we report a list of hysteresis genes that maintain their expression patterns after polarization and de-/repolarization. While the polarization in M1 macrophages leads to a higher level of hysteresis in genes associated with cell cycle progression, cell migration, and enhancement of the immune response, we found weak levels of hysteresis after M2 polarization. During the polarization process from M0 to M1 and back to M0, the factors IRFs/STAT, AP-1, and CTCF regulate hysteresis by altering their binding sites to the chromatin. Overall, our results show that a history of polarization can lead to hysteresis in gene expression and chromatin accessibility over a given period. This study contributes to the understanding of de-/repolarization memory in macrophages.

Keywords: M1 macrophage; M2 macrophage; graph embedding; macrophage hysteresis; macrophages; multi omics analysis; polarization memory; repolarization.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Chromatin* / genetics
  • Chromatin* / metabolism
  • Macrophages
  • Multiomics
  • Transcription Factor AP-1* / genetics
  • Transcription Factor AP-1* / metabolism

Substances

  • Transcription Factor AP-1
  • Chromatin

Grants and funding

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. The expenses for publication were covered by the annual running budget of the KN laboratory.