A pathway-centric view of spatial proximity in the 3D nucleome across cell lines
Hiren Karathia, Carl Kingsford, Michelle Girvan, Sridhar Hannenhalli
Abstract
Spatial organization of the genome is critical for condition-specific gene expression. Previous studies have shown that functionally related genes tend to be spatially proximal. However, these studies have not been extended to multiple human cell types, and the extent to which context-specific spatial proximity of a pathway is related to its context-specific activity is not known. We report the first pathway-centric analyses of spatial proximity in six human cell lines. We find that spatial proximity of genes in a pathway tends to be context-specific, in a manner consistent with the pathways context-specific expression and function; housekeeping genes are ubiquitously proximal to each other, and cancer-related pathways such as p53 signaling are uniquely proximal in hESC. Intriguingly, we find a correlation between the spatial proximity of genes and interactions of their protein products, even after accounting for the propensity of co-pathway proteins to interact. Related pathways are also often spatially proximal to one another, and housekeeping genes tend to be proximal to several other pathways suggesting their coordinating role. Further, the spatially proximal genes in a pathway tend to be the drivers of the pathway activity and are enriched for transcription, splicing and transport functions. Overall, our analyses reveal a pathway-centric organization of the 3D nucleome whereby functionally related and interacting genes, particularly the initial drivers of pathway activity, but also genes across multiple related pathways, are in spatial proximity in a context-specific way. Our results provide further insights into the role of differential spatial organization in cell type-specific pathway activity.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Functional associations of evolutionarily recent human genes exhibit sensitivity to the 3D genome landscape and disease
Katherine Fleck, Victor Luria, … Jelena Erceg·bioRxiv·Mar 17, 2024
- geneSCOPE: gene Spatial Co-Occurrence of Pairwise Expression
Shicheng Zhang, Koichi Saeki, Hiroshi Haeno·Briefings in BioinformaticsPeer-reviewed·May 1, 2026
- Nuclear position modulates long-range chromatin interactions
E. H. Finn, T. Misteli·bioRxiv·May 31, 2022
- TSA-Seq reveals a largely hardwired genome organization relative to nuclear speckles with small position changes tightly correlated with gene expression changes
Liguo Zhang, Yang Zhang, … Andrew S. Belmont·Genome ResearchPeer-reviewed·Feb 1, 2021
- NicheCorr: Identifying Niche-Specific Differential Gene Co-Expression in Spatial Transcriptomics
Shuyi Yang, Yen‐Yi Ho, Daping Fan·bioRxiv·Oct 28, 2026
- The spatial landscape of Cancer Hallmarks reveals patterns of tumor ecology
M. Sibai, S. Cervilla, … E. Porta-Pardo·bioRxiv·Jun 18, 2022