ArticleGenome biology2007
Developmental stage related patterns of codon usage and genomic GC content: searching for evolutionary fingerprints with models of stem cell differentiation.
Article in Genome biology, 2007. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed, 36 citations in OpenAlex.
- Uncovering codon usage patterns during murine embryogenesis and tissue-specific developmental diseases.Frontiers in genetics · 2025Article
- Mouse embryo CoCoPUTs: novel murine transcriptomic-weighted usage website featuring multiple strains, tissues, and stages.BMC bioinformatics · 2024Article
- Comprehensive Comparative Analysis Sheds Light on the Patterns of Microsatellite Distribution across Birds Based on the Chromosome-Level Genomes.Animals : an open access journal from MDPI · 2023Article
- Codon Usage Bias Correlates With Gene Length in Neurodegeneration Associated Genes.Frontiers in neuroscience · 2022Article
- Phylogenetic significance of the characteristics of simple sequence repeats at the genus level based on the complete chloroplast genome sequences of Cyatheaceae.Ecology and evolution · 2021Article
- Genome-wide mining and comparative analysis of microsatellites in three macaque species.Molecular genetics and genomics : MGG · 2017Article
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- Systematic CpT (ApG) depletion and CpG excess are unique genomic signatures of large DNA viruses infecting invertebrates.PloS one · 2014Article
- Intra-genomic GC heterogeneity in sauropsids: evolutionary insights from cDNA mapping and GC(3) profiling in snake.BMC genomics · 2012Article
- Transcriptome map of mouse isochores.BMC genomics · 2011Article
- Isochores and the regulation of gene expression in the human genome.Genome biology and evolution · 2011Article
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- Codon usage is associated with the evolutionary age of genes in metazoan genomes.BMC evolutionary biology · 2009Article
- Both selective and neutral processes drive GC content evolution in the human genome.BMC evolutionary biology · 2008Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe usage of synonymous codons shows considerable variation among mammalian genes. How and why this usage is non-random are fundamental biological questions and remain controversial. It is also important to explore whether mammalian genes that are selectively expressed at different developmental stages bear different molecular features.
resultsIn two models of mouse stem cell differentiation, we established correlations between codon usage and the patterns of gene expression. We found that the optimal codons exhibited variation (AT- or GC-ending codons) in different cell types within the developmental hierarchy. We also found that genes that were enriched (developmental-pivotal genes) or specifically expressed (developmental-specific genes) at different developmental stages had different patterns of codon usage and local genomic GC (GCg) content. Moreover, at the same developmental stage, developmental-specific genes generally used more GC-ending codons and had higher GCg content compared with developmental-pivotal genes. Further analyses suggest that the model of translational selection might be consistent with the developmental stage-related patterns of codon usage, especially for the AT-ending optimal codons. In addition, our data show that after human-mouse divergence, the influence of selective constraints is still detectable.
conclusionOur findings suggest that developmental stage-related patterns of gene expression are correlated with codon usage (GC3) and GCg content in stem cell hierarchies. Moreover, this paper provides evidence for the influence of natural selection at synonymous sites in the mouse genome and novel clues for linking the molecular features of genes to their patterns of expression during mammalian ontogenesis.
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