ArticleProceedings. Biological sciences2017
Topological features of a gene co-expression network predict patterns of natural diversity in environmental response.
Article in Proceedings. Biological sciences, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 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
15 citing papers in PubMed, 38 citations in OpenAlex.
- Functional genomic map of local adaptation in sorghum to guide allele mining.bioRxiv : the preprint server for biology · 2026Article
- Gene expression evolution is predicted by stronger indirect selection at more pleiotropic genes.Evolution letters · 2025Article
- Flexibility in Gene Coexpression at Developmental and Evolutionary Timescales.Molecular biology and evolution · 2025Article
- Genotype by Environment Interactions in Gene Regulation Underlie the Response to Soil Drying in the Model Grass Brachypodium distachyon.Molecular biology and evolution · 2025Article
- Landscape transcriptomics as a tool for addressing global change effects across diverse species.Molecular ecology resources · 2025Review
- Impacts of limits to adaptation on population and community persistence in a changing environment.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025Review
- The ensemble of gene regulatory networks at mutation-selection balance.Journal of the Royal Society, Interface · 2023Article
- Patterns of pan-genome occupancy and gene coexpression under water-deficit in Brachypodium distachyon.Molecular ecology · 2022Article
- Topological clustering of regulatory genes confers pathogenic tolerance to cassava brown streak virus (CBSV) in cassava.Scientific reports · 2021Article
- Co-expression Networks in Predicting Transcriptional Gene Regulation.Methods in molecular biology (Clifton, N.J.) · 2021Article
- Pleiotropy facilitates local adaptation to distant optima in common ragweed (Ambrosia artemisiifolia).PLoS genetics · 2020Article
- Co-expression Networks From Gene Expression Variability Between Genetically Identical Seedlings Can Reveal Novel Regulatory Relationships.Frontiers in plant science · 2020Article
- Exposure to environmental radionuclides is associated with altered metabolic and immunity pathways in a wild rodent.Molecular ecology · 2019Article
- Combining population genomics and fitness QTLs to identify the genetics of local adaptation inProceedings of the National Academy of Sciences of the United States of America · 2018Article
- The Relationship between Selection, Network Connectivity, and Regulatory Variation within a Population of Capsella grandiflora.Genome biology and evolution · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Molecular interactions affect the evolution of complex traits. For instance, adaptation may be constrained by pleiotropic or epistatic effects, both of which can be reflected in the structure of molecular interaction networks. To date, empirical studies investigating the role of molecular interactions in phenotypic evolution have been idiosyncratic, offering no clear patterns. Here, we investigated the network topology of genes putatively involved in local adaptation to two abiotic stressors-drought and cold-in
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.