ArticlePLoS biology2008
Network hubs buffer environmental variation in Saccharomyces cerevisiae.
Article in PLoS biology, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 162 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
162 citing papers in PubMed, 296 citations in OpenAlex.
- Stereotyped Subclones Revealed by High-Density Single-Cell Lineage Tracing Support Robust Development.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Systematic genetic perturbation reveals principles underpinning robustness of the epigenetic regulatory network.Nucleic acids research · 2025Article
- DRMY1 promotes robust morphogenesis in Arabidopsis by sustaining the translation of cytokinin-signaling inhibitor proteins.Developmental cell · 2024Article
- The Hsp90 Molecular Chaperone as a Global Modifier of the Genotype-Phenotype-Fitness Map: An Evolutionary Perspective.Journal of molecular biology · 2024Review
- Systematic data analysis pipeline for quantitative morphological cell phenotyping.Computational and structural biotechnology journal · 2024Review
- Morphogens in the evolution of size, shape and patterning.Development (Cambridge, England) · 2024Review
- Selection for robust metabolism in domesticated yeasts is driven by adaptation to Hsp90 stress.Science (New York, N.Y.) · 2024Article
- Mutational robustness and the role of buffer genes in evolvability.The EMBO journal · 2024Review
- The fitness trade-off between growth and stress resistance determines the phenotypic landscape.BMC biology · 2024Article
- Application of unimodal probability distribution models for morphological phenotyping of budding yeast.FEMS yeast research · 2024Article
- The effect of mutational robustness on the evolvability of multicellular organisms and eukaryotic cells.Journal of evolutionary biology · 2023Article
- Differential Hsp90-dependent gene expression is strain-specific and common among yeast strains.iScience · 2023Article
- Robust morphogenesis by chaotic dynamics.Scientific reports · 2023Article
- PANTOTHENATE KINASE4, LOSS OF GDU2, and TRANSPOSON PROTEIN1 affect the canalization of tomato fruit metabolism.Plant physiology · 2023Article
- Weak gene-gene interaction facilitates the evolution of gene expression plasticity.BMC biology · 2023Article
- Imaginal disk growth factors are Drosophila chitinase-like proteins with roles in morphogenesis and CO2 response.Genetics · 2023Article
- Canalization of Phenotypes-When the Transcriptome is Constantly but Weakly Perturbed.Molecular biology and evolution · 2023Article
- Adaptation of the yeast gene knockout collection is near-perfectly predicted by fitness and diminishing return epistasis.G3 (Bethesda, Md.) · 2022Article
- Resilience integrates concepts in aging research.iScience · 2022Review
- Co-expression network analysis of environmental canalization in the ascidian Ciona.BMC ecology and evolution · 2022Article
102 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
2 authors at 1 institution in 1 country.
Funding
Abstract
Regulatory and developmental systems produce phenotypes that are robust to environmental and genetic variation. A gene product that normally contributes to this robustness is termed a phenotypic capacitor. When a phenotypic capacitor fails, for example when challenged by a harsh environment or mutation, the system becomes less robust and thus produces greater phenotypic variation. A functional phenotypic capacitor provides a mechanism by which hidden polymorphism can accumulate, whereas its failure provides a mechanism by which evolutionary change might be promoted. The primary example to date of a phenotypic capacitor is Hsp90, a molecular chaperone that targets a large set of signal transduction proteins. In both Drosophila and Arabidopsis, compromised Hsp90 function results in pleiotropic phenotypic effects dependent on the underlying genotype. For some traits, Hsp90 also appears to buffer stochastic variation, yet the relationship between environmental and genetic buffering remains an important unresolved question. We previously used simulations of knockout mutations in transcriptional networks to predict that many gene products would act as phenotypic capacitors. To test this prediction, we use high-throughput morphological phenotyping of individual yeast cells from single-gene deletion strains to identify gene products that buffer environmental variation in Saccharomyces cerevisiae. We find more than 300 gene products that, when absent, increase morphological variation. Overrepresented among these capacitors are gene products that control chromosome organization and DNA integrity, RNA elongation, protein modification, cell cycle, and response to stimuli such as stress. Capacitors have a high number of synthetic-lethal interactions but knockouts of these genes do not tend to cause severe decreases in growth rate. Each capacitor can be classified based on whether or not it is encoded by a gene with a paralog in the genome. Capacitors with a duplicate are highly connected in the protein-protein interaction network and show considerable divergence in expression from their paralogs. In contrast, capacitors encoded by singleton genes are part of highly interconnected protein clusters whose other members also tend to affect phenotypic variability or fitness. These results suggest that buffering and release of variation is a widespread phenomenon that is caused by incomplete functional redundancy at multiple levels in the genetic architecture.
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.