ArticlePLoS computational biology2009
Hypergraphs and cellular networks.
Article in PLoS computational biology, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 78 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
78 citing papers in PubMed.
- Graph and Hypergraph Theories Applied to Dynamic Protein-Protein Interaction Network Analysis, and Deep-Learning Frameworks for Protein Complex Network Prediction.International journal of molecular sciences · 2026Review
- Control of genes by self-organizing multicellular interaction networks.NPJ systems biology and applications · 2026Review
- Hypergraph learning with multi-dimensional metabolite feature extractions and static-dynamic attention mechanisms to fill missing reactions in metabolic networks.Briefings in bioinformatics · 2026Article
- Comparing the ability of embedding methods on metabolic hypergraphs for capturing taxonomy-based features.Algorithms for molecular biology : AMB · 2026Article
- A Novel Topology-Based Candidate Reaction Prediction Approach for Gap-Fillings of Genome-Scale Metabolic Models.Metabolites · 2026Article
- Computational approaches to enzymatic reaction assignment: a review of methods, validations, and future directions.Briefings in bioinformatics · 2025Review
- A constraint-based framework for exploring the impact of multireaction dependencies on metabolic functions.NPJ systems biology and applications · 2025Article
- Complexity reduction by symmetry: Uncovering the minimal regulatory network for logical computation in bacteria.PLoS computational biology · 2025Article
- Minimal cut sets in metabolic networks: from conceptual foundations to applications in metabolic engineering and biomedicine.Briefings in bioinformatics · 2025Review
- Challenges and opportunities for digital twins in precision medicine from a complex systems perspective.NPJ digital medicine · 2025Review
- A Survey on Hyperlink Prediction.IEEE transactions on neural networks and learning systems · 2024Article
- Spaces of mathematical chemistry.Theory in biosciences = Theorie in den Biowissenschaften · 2024Article
- Structure and inference in hypergraphs with node attributes.Nature communications · 2024Article
- Higher-order correlations reveal complex memory in temporal hypergraphs.Nature communications · 2024Article
- An application of node and edge nonlinear hypergraph centrality to a protein complex hypernetwork.PloS one · 2024Article
- Current and future directions in network biology.Bioinformatics advances · 2024Article
- Percolation Theories for Quantum Networks.Entropy (Basel, Switzerland) · 2023Review
- Robustness and Complexity of Directed and Weighted Metabolic Hypergraphs.Entropy (Basel, Switzerland) · 2023Article
- Kernel-based joint independence tests for multivariate stationary and non-stationary time series.Royal Society open science · 2023Article
- Community detection in large hypergraphs.Science advances · 2023Article
18 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.