ArticlePLoS biology2018
Single-cell copy number variant detection reveals the dynamics and diversity of adaptation.
Article in PLoS biology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers.
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Who cites it
64 citing papers in PubMed.
- Collective posterior inference from highly variable empirical replicates.PLoS computational biology · 2026Article
- Segmental copy number amplifications are more stable than aneuploidies in the absence of selection.Molecular biology and evolution · 2026Article
- Replication stress increases de novo CNVs across the malaria parasite genome.Nucleic acids research · 2026Article
- Genome-Wide Detection of Copy Number Variation and Association Studies With Physiological and Anatomical Indicators of Heat Stress Response in Lactating Sows.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2026Article
- Pan-cancer landscape of protein kinase D3: An integrative TCGA multi-omics analysis of clinical, molecular, and immunological roles.PloS one · 2026Article
- Replication stress increases de novo CNVs across the malaria parasite genome.bioRxiv : the preprint server for biology · 2025Article
- Iterative SCRaMbLE for engineering synthetic genome modules and chromosomes.Nature communications · 2025Article
- Ngn2-Induced Differentiation of the NG108-15 Cell Line Enhances Motor Neuronal Differentiation and Neuromuscular Junction Formation.Biomolecules · 2025Article
- DICE: fast and accurate distance-based reconstruction of single-cell copy number phylogenies.Life science alliance · 2025Article
- Template switching during DNA replication is a prevalent source of adaptive gene amplification.eLife · 2025Article
- Multilevel Gene Expression Changes in Lineages Containing Adaptive Copy Number Variants.Molecular biology and evolution · 2025Article
- HapCNV: A Comprehensive Framework for CNV Detection in Low-input DNA Sequencing Data.bioRxiv : the preprint server for biology · 2025Article
- The role of gene copy number variation in antimicrobial resistance in human fungal pathogens.npj antimicrobials and resistance · 2025Review
- Single-cell detection of copy number changes reveals dynamic mechanisms of adaptation to antifungals in Candida albicans.Nature microbiology · 2024Article
- Comprehensive pan-cancer analysis reveals ENC1 as a promising prognostic biomarker for tumor microenvironment and therapeutic responses.Scientific reports · 2024Article
- Template switching during DNA replication is a prevalent source of adaptive gene amplification.bioRxiv : the preprint server for biology · 2024Article
- Comparative modeling reveals the molecular determinants of aneuploidy fitness cost in a wild yeast model.Cell genomics · 2024Article
- Multilevel gene expression changes in lineages containing adaptive copy number variants.bioRxiv : the preprint server for biology · 2024Article
- Spontaneous single-nucleotide substitutions and microsatellite mutations have distinct distributions of fitness effects.PLoS biology · 2024Article
- Comparative modeling reveals the molecular determinants of aneuploidy fitness cost in a wild yeast model.bioRxiv : the preprint server for biology · 2024Article
4 more citing papers are in PubMed but not listed here.
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7 authors.
Funding
Abstract
Copy number variants (CNVs) are a pervasive source of genetic variation and evolutionary potential, but the dynamics and diversity of CNVs within evolving populations remain unclear. Long-term evolution experiments in chemostats provide an ideal system for studying the molecular processes underlying CNV formation and the temporal dynamics with which they are generated, selected, and maintained. Here, we developed a fluorescent CNV reporter to detect de novo gene amplifications and deletions in individual cells. We used the CNV reporter in Saccharomyces cerevisiae to study CNV formation at the GAP1 locus, which encodes the general amino acid permease, in different nutrient-limited chemostat conditions. We find that under strong selection, GAP1 CNVs are repeatedly generated and selected during the early stages of adaptive evolution, resulting in predictable dynamics. Molecular characterization of CNV-containing lineages shows that the CNV reporter detects different classes of CNVs, including aneuploidies, nonreciprocal translocations, tandem duplications, and complex CNVs. Despite GAP1's proximity to repeat sequences that facilitate intrachromosomal recombination, breakpoint analysis revealed that short inverted repeat sequences mediate formation of at least 50% of GAP1 CNVs. Inverted repeat sequences are also found at breakpoints at the DUR3 locus, where CNVs are selected in urea-limited chemostats. Analysis of 28 CNV breakpoints indicates that inverted repeats are typically 8 nucleotides in length and separated by 40 bases. The features of these CNVs are consistent with origin-dependent inverted-repeat amplification (ODIRA), suggesting that replication-based mechanisms of CNV formation may be a common source of gene amplification. We combined the CNV reporter with barcode lineage tracking and found that 102-104 independent CNV-containing lineages initially compete within populations, resulting in extreme clonal interference. However, only a small number (18-21) of CNV lineages ever constitute more than 1% of the CNV subpopulation, and as selection progresses, the diversity of CNV lineages declines. Our study introduces a novel means of studying CNVs in heterogeneous cell populations and provides insight into their dynamics, diversity, and formation mechanisms in the context of adaptive evolution.
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