Network hypermotifs in biological systems: structure, dynamics, and functional implications

Biological networks exhibit complex structural organization, from motifs, which are recurring patterns of gene, protein, and molecular interactions, to higher order assemblies such as hypermotifs. Hypermotifs are statistically significant higher order assemblies formed through interactions and combinations of motifs, giving rise to collective structural and functional properties. This review discusses hypermotifs in biological networks, focusing on their structure, dynamics, functions, and patterns such as motif clustering and motif generalizations.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2026-04-15
DOI
https://doi.org/10.1038/s41540-026-00701-7
Primary Topic
Bioinformatics and Genomic Networks
Type
article
Field-Weighted Citation Impact
0.00
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article

Network hypermotifs in biological systems: structure, dynamics, and functional implications

Priyan Bhattacharya, Karthik Raman, Moirangthem Sailash Singh
npj Systems Biology and Applications
Bioinformatics and Genomic Networks
article

Network hypermotifs in biological systems: structure, dynamics, and functional implications

Priyan Bhattacharya, Karthik Raman, Moirangthem Sailash Singh
article en

Abstract

Biological networks exhibit complex structural organization, from motifs, which are recurring patterns of gene, protein, and molecular interactions, to higher order assemblies such as hypermotifs. Hypermotifs are statistically significant higher order assemblies formed through interactions and combinations of motifs, giving rise to collective structural and functional properties. This review discusses hypermotifs in biological networks, focusing on their structure, dynamics, functions, and patterns such as motif clustering and motif generalizations.

npj Systems Biology and Applications
Indian Institute of Technology Madras (IN), Madras Diabetes Research Foundation (IN), AstraZeneca (India) (IN), Data Management (Italy) (IT)
Openalex Percentile: Top 8%
Bioinformatics and Genomic Networks
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Network hypermotifs in biological systems: structure, dynamics, and functional implications — Priyan Bhattacharya, Karthik Raman, et al. · npj Systems Biology and Applications (2026) | TGRS Research Map | TGRS