Pitfalls and missing links in current understanding of 4D genomes

Abstract The spatial and temporal organization of the genome—collectively termed the 4D genome—is pivotal for regulating gene expression, maintaining genome stability, and guiding development. The convergence of chromosome conformation capture technologies, super‐resolution microscopy, and single‐cell epigenomics has transformed our understanding of chromatin structure and function. Despite these advances, critical gaps remain, particularly, in integrating multi‐scale data, interpreting dynamic cellular states, and bridging evolutionary and developmental processes. This critical review synthesizes recent findings and identifies three key conceptual pitfalls: scale transformation, temporal causality, and plasticity in evolutionary‐developmental dynamics. I also outline emerging methodologies and theoretical frameworks aimed at overcoming these challenges and propose directions for future research to achieve a unified and predictive model of a functional genome.

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Publication Details

Journal
Quantitative Biology
Published
2026-03-02
DOI
https://doi.org/10.1002/qub2.70034
Citations
1
Primary Topic
Genomics and Chromatin Dynamics
Type
article
Field-Weighted Citation Impact
22.24
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article

Pitfalls and missing links in current understanding of 4D genomes

Michael Q. Zhang
1 citations
Quantitative Biology
Genomics and Chromatin Dynamics
22.24
article

Pitfalls and missing links in current understanding of 4D genomes

Michael Q. Zhang
article en
1 citations

Abstract

Abstract The spatial and temporal organization of the genome—collectively termed the 4D genome—is pivotal for regulating gene expression, maintaining genome stability, and guiding development. The convergence of chromosome conformation capture technologies, super‐resolution microscopy, and single‐cell epigenomics has transformed our understanding of chromatin structure and function. Despite these advances, critical gaps remain, particularly, in integrating multi‐scale data, interpreting dynamic cellular states, and bridging evolutionary and developmental processes. This critical review synthesizes recent findings and identifies three key conceptual pitfalls: scale transformation, temporal causality, and plasticity in evolutionary‐developmental dynamics. I also outline emerging methodologies and theoretical frameworks aimed at overcoming these challenges and propose directions for future research to achieve a unified and predictive model of a functional genome.

Quantitative BiologyVol. 14(2)
The University of Texas at Dallas (US)
Openalex Percentile: Top 1%
Genomics and Chromatin Dynamics
22.24
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