PLoS GeneticsGenomicsPeer-reviewed journal article
Functional and transcriptional profiling of non-coding RNAs in yeast reveal context-dependent phenotypes and widespread in trans effects on the protein regulatory network
Laura Natalia Balarezo-CisnerosiD, Steven Parker, Marcin G. FraczekiD, Soukaina TimoumaiD, Ping WangiD, Raymond T. O’KeefeiD, Catherine B. MillariD, Daniela DelneriiD
Abstract
Non-coding RNAs (ncRNAs), including the more recently identified Stable Unannotated Transcripts (SUTs) and Cryptic Unstable Transcripts (CUTs), are increasingly being shown to play pivotal roles in the transcriptional and post-transcriptional regulation of genes in eukaryotes. Here, we carried out a large-scale screening of ncRNAs in Saccharomyces cerevisiae, and provide evidence for SUT and CUT function. Phenotypic data on 372 ncRNA deletion strains in 23 different growth conditions were collected, identifying ncRNAs responsible for significant cellular fitness changes. Transcriptome profiles were assembled for 18 haploid ncRNA deletion mutants and 2 essential ncRNA heterozygous deletants. Guided by the resulting RNA-seq data we analysed the genome-wide dysregulation of protein coding genes and non-coding transcripts. Novel functional ncRNAs, SUT125, SUT126, SUT035 and SUT532 that act in trans by modulating transcription factors were identified. Furthermore, we described the impact of SUTs and CUTs in modulating coding gene expression in response of different environmental conditions, regulating important biological process such as respiration (SUT125, SUT126, SUT035, SUT432), steroid biosynthesis (CUT494, SUT530, SUT468) or rRNA processing (SUT075 and snR30). Overall, this data captures and integrates the regulatory and phenotypic network of ncRNAs and protein coding genes, providing genome-wide evidence of the impact of ncRNAs on cellular homeostasis. Author SummaryThe yeast genome contains 25% of non-coding RNA molecules (ncRNAs), which do not translate into proteins but are involved in regulation of gene expression. ncRNAs can affect nearby genes by physically interfering with their transcription (cis mode of action), or they interact with DNA, proteins or others RNAs to regulate the expression of distant genes (trans mode of action). Examples of cis-acting ncRNAs have been broadly described, however genome-wide studies to identify functional trans-acting ncRNAs involved in global gene regulation are still lacking. Here, we used the ncRNA yeast deletion collection to score their impact on cellular function in different environmental conditions. A group of 20 ncRNAs mutants with broad fitness diversity were selected to investigate their effect on the protein and ncRNA expression network. We showed a high correlation between altered phenotypes and global transcriptional changes, in an environmental dependent manner. We confirmed the widespread trans acting expressional regulation of ncRNAs in the genome and their role in affecting transcription factors. These findings support the notion of the involvement on ncRNAs in fine tuning the cellular expression via regulations of TFs, as an advantageous RNA-mediated mechanism that can be fast and cost-effective for the cells.
- organism: yeast
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 30
- FWCI
- 1.57
- Field percentile
- top 17%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Transcriptome-wide analysis of roles for tRNA modifications in translational regulation
Hsin-Jung Chou, Elisa R. Donnard, … Oliver J. Rando·Molecular CellPeer-reviewed·Nov 30, 2017
- Functional profiling of long intergenic non-coding RNAs in fission yeast
Maria Rodríguez‐López, Shajahan Anver, … Jürg Bähler·eLifePeer-reviewed·Dec 17, 2021
- Degradation of non-coding RNAs promotes recycling of termination factors at sites of transcription
Tommaso Villa, Mara Barucco, … Domenico Libri·Cell ReportsPeer-reviewed·Jul 1, 2020
- Long non-coding RNAs bind to proteins relevant to the ethanol tolerance in yeast: a systems biology view
L. F. Marques, I. R. Wolf, … G. T. Valente·bioRxiv·Feb 7, 2021
- A co-transcriptional mechanism for tightly controlling RNA homeostasis in yeast
Sofia Esteban Serna, Tove Widén, … Sander Granneman·bioRxiv·Oct 29, 2024
- Mapping of in vivo cleavage sites uncovers a major role for yeast RNase III in regulating protein-coding genes
Lee-Ann Notice-Sarpaning, Mathieu Catala, … Ambro van Hoof·eLifePeer-reviewed·May 18, 2026