English

A DNA-Centric Mechanism for Protein Targeting in 6mA Methylation

Quantitative Methods 2025-09-16 v2

Abstract

How DNA-binding proteins locate specific genomic targets remains a central challenge in molecular biology. Traditional protein-centric approaches, which rely on wet-lab experiments and visualization techniques, often lack genome-wide resolution and fail to capture physiological dynamics in living cells. Here, we introduce a DNA-centric strategy that leverages in vivo N6-methyladenine (6mA) data to decode the logic of protein-DNA recognition. By integrating linguistically inspired modeling with machine learning, we reveal two distinct search modes: a protein-driven diffusion mechanism and a DNA sequence-driven mechanism, wherein specific motifs function as protein traps. We further reconstruct high-resolution interaction landscapes at the level of individual sequences and trace the evolutionary trajectories of recognition motifs across species. This framework addresses fundamental limitations of protein-centered approaches and positions DNA itself as an intrinsic reporter of protein-binding behavior.

Keywords

Cite

@article{arxiv.2504.00764,
  title  = {A DNA-Centric Mechanism for Protein Targeting in 6mA Methylation},
  author = {Li Yang and Dongbo Wang},
  journal= {arXiv preprint arXiv:2504.00764},
  year   = {2025}
}

Comments

Withdrawn by authors: this work has been merged into and superseded by arXiv:2503.23494. Please cite the merged version