Search bioRxiv⌕ Search

bioRxiv · 10.1101/2025.10.01.679718

Opposing Copy Number Variation Dynamics Shape Adaptation to Glucose and Galactose in Diploid Yeast

Abstract

Adaptation to new environments arises from multiple forms of genetic variation, including single-nucleotide polymorphisms (SNPs) and structural variants such as copy number variations (CNVs). Although both mutation classes have been implicated in evolutionary change, their relative contributions during adaptation remain incompletely understood and may depend strongly on environmental context. Here we investigated genome evolution during experimental adaptation of diploid Saccharomyces cerevisiae populations propagated for 1200 generations in two alternative carbon sources, glucose or galactose. Whole-genome sequencing of replicate populations at multiple evolutionary time points revealed relatively few SNPs but widespread copy number variation across the genome. Strikingly, CNV dynamics differed markedly between environments. Populations evolved in glucose exhibited extensive early deletions followed by later genomic remodeling that reduced the overall deletion burden. In contrast, populations evolved in galactose accumulated persistent subtelomeric duplications throughout the experiment. Many loci displayed opposing copy number changes in the two environments, with genes deleted during evolution in glucose frequently duplicated during evolution in galactose. These contrasting trajectories indicate that structural genomic changes repeatedly arise during adaptation and that their direction and persistence depend strongly on environmental conditions. Together, our results illustrate how distinct genomic routes can emerge during adaptation of genetically identical populations and highlight the importance of considering multiple classes of mutations when studying evolutionary responses to environmental change. Impact statementThis study demonstrates that copy number variations (CNVs), rather than single-nucleotide polymorphisms, dominate genome evolution during adaptation of diploid Saccharomyces cerevisiae to alternative carbon sources. By evolving genetically identical populations in glucose and galactose, the work reveals that environmental context drives strikingly opposing CNV trajectories, widespread deletions in glucose and persistent duplications in galactose, often targeting the same genomic loci in opposite directions. These findings provide direct evidence that structurally mediated gene dosage changes are a primary and environment-dependent mechanism of adaptation, reshaping metabolic networks and specialization strategies. More broadly, the study challenges the prevailing SNP-centric view of adaptive evolution and highlights CNVs as a predictable and major axis of genome remodeling in microbial systems.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Nagendra, P., Choudhary, S., Saini, S.. 2025-10-01. Opposing Copy Number Variation Dynamics Shape Adaptation to Glucose and Galactose in Diploid Yeast. https://doi.org/10.1101/2025.10.01.679718

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

RELAX does not reproduce its own estimates at default settings, and its output does not show it

Selection-intensity estimates from RELAX are reported as a point value of K with a likelihood-ratio P. We report that, at default settings and on data of ordinary size, the program does not reproduce its own fits. Of 27 enzyme entries refitted under two optimiser configurations, none reproduced its log-likelihood to within 0.01 units; the median change was 103 units, the largest over 3,400, and four verdicts reversed. Eighty null orthologues reproduced none. A byte-identical command returned a distinct likelihood on every repetition, single-threaded, across three releases, and on alignments simulated under the fitted model, where 3.3 per cent of replicates reproduced. The documented random-number seed never reaches the generator when assigned on the command line, yet reads back as the value supplied. PAML localises the cause: its two-ratio model, without site classes, reproduced its log-likelihood for all 288 genes; its site-class models agreed for 27 to 67 per cent. The instability follows the mixture over sites, not the program. The output does not show it: 46 of 410 fits ended with a negative likelihood-ratio statistic, impossible under convergence, and 123 of 410 report a K re-estimated under a domain restriction rather than the unconstrained maximum. Of 234 published studies using RELAX, none reported a seed. Seeding while holding the thread count at one reproduced sixty of sixty runs on twenty genes under two releases; the seed alone reproduced none of five, and no documentation states the second condition. We recommend that fits be repeated and their dispersion published.

evolutionary biology↗

Sequential accumulation of adaptive alleles forms an inversion supergene in deer mice

Supergenes are clusters of co-inherited loci that affect multiple or complex phenotypes. Despite the growing number of chromosomal inversions identified as supergenes in natural populations, their molecular basis and evolutionary history often remain obscure. Here, we identified two candidate genes, Slc45a2 and Npr3, within a 41-Mb inversion supergene in the deer mouse (Peromyscus maniculatus) that respectively drive darker coats and longer tails - two traits associated with forest adaptation. Mice homozygous for the inversion (inv/inv) exhibit elevated Slc45a2 expression in melanocytes relative to the congenic standard genotype (std/std), disrupting pheomelanin production. In parallel, downregulation of Npr3 in inv/inv mouse growth plates prolongs postnatal growth of caudal vertebrae, resulting in tail elongation. Population-level analyses further implicate that this supergene arose through the subsequent accumulation of the Npr3 allele within the inversion, rather than by capturing all beneficial mutations at its origin.

evolutionary biology↗

Toxin structure shapes palatability in a chemically defended butterfly

The toxicity of chemical defences is well studied, but the potential contribution of compound structure to predator deterrence remains largely unexplored. Whether predation acts more strongly on toxicity or unpalatability remains largely untested, partly because few systems allow toxin structure to vary independently of quantity. Heliconius sara larvae provide such a system: those reared on Passiflora auriculata sequester cyclopentenyl cyanogenic glucosides (CGs), while those reared on P. biflora biosynthesise comparable quantities of aliphatic CGs. Using two invertebrate predators, Camponotus floridanus ants and Hierodula membranacea mantids, we tested whether this structural difference affects palatability independent of toxicity. Mantids rejected larvae with cyclopentenyl CGs more often than larvae with aliphatic CGs, despite no detectable difference in total CG content. This pattern was mirrored in extract-based assays with ants, independently of cyanide release: extracts with cyclopentenyl CGs remained deterrent, while extracts with aliphatic CGs did not differ in deterrence from water. Live larvae, by contrast, elicited similar responses from ants regardless of CG structure. These results show that variation in toxin structure can strongly affect palatability, with some compounds conferring greater protection than others. This demonstrates the importance of chemical structural diversity in the evolution of chemical defences.

evolutionary biology↗