A genome-to-proteome atlas charts natural variants controlling proteome diversity and forecasts their fitness effects
Jakobson, C. M.; Hartl, J.; Trebulle, P.; Muelleder, M.; Jarosz, D. F.; Ralser, M.
Show abstract
Despite abundant genomic and phenotypic data across individuals and environments, the functional impact of most mutations on phenotype remains unclear. Here, we bridge this gap by linking genome to proteome in 800 meiotic progeny from an intercross between two closely related Saccharomyces cerevisiae isolates adapted to distinct niches. Modest genetic distance between the parents generated remarkable proteomic diversity that was amplified in the progeny and captured by 6,476 genotype-protein associations, over 1,600 of which we resolved to single variants. Proteomic adaptation emerged through the combined action of numerous cis- and trans-regulatory mutations, a regulatory architecture that was conserved across the species. Notably, trans-regulatory variants often arose in proteins not traditionally associated with gene regulation, such as enzymes. Moreover, the proteomic consequences of mutations predicted fitness under various stresses. Our study demonstrates that the collective action of natural genetic variants drives dramatic proteome diversification, with molecular consequences that forecast phenotypic outcomes. Highlights- Proteome diversity arises from natural genetic variants, with divergent proteomes in closely related parents and progeny. - Cis-regulatory elements had strong individual impacts, but coherent trans effects combined to dominate protein expression. - Directional selection and frequent transgression suggest much of the proteome is under selective pressure. - Many trans-regulators are enzymes or transporters, with fewer than 4% of pQTLs linking known interactors. - Genome-to-proteome connections predicted the fitness impact of mutations under various stresses, including a strong but hidden causal variant in IRA2/NF1.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Hierarchical glycolytic pathways control the carbohydrate utilization regulator in human gut Bacteroides 96%
- Eukaryotic cell biology is temporally coordinated to support the energetic demands of protein homeostasis 96%
- Polyploidy, regular patterning of genome copies, and unusual control of DNA partitioning in the Lyme disease spirochete 96%
Similar papers in this journal
- Nuclear release of eIF1 globally increases stringency of start-codon selection to preserve mitotic arrest physiology 96%
- A genome-wide mutational constraint map quantified from variation in 76,156 human genomes 96%
- A familial, telomere-to-telomere reference for human de novo mutation and recombination from a four-generation pedigree 96%
Similar papers in this journal
- High-Throughput Discovery and Characterization of Viral Transcriptional Effectors in Human Cells 94%
- Widespread transcriptional memory shapes heritable states and functional heterogeneity in cancer and stem cells 94%
- Multiome Perturb-seq unlocks scalable discovery of integrated perturbation effects on the transcriptome and epigenome 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.