Reference: Asmus JJ, et al. (2025) Investigating the transcriptional fingerprints of cocultured Saccharomyces cerevisiae and Lachancea thermotolerans in a model wine environment. Front Microbiol 16:1720597

Reference Help

Abstract


Introduction: Wine fermentation is an evolutionarily relevant and relatively well described microbial ecosystem that was proposed as a model system to study mechanisms of interactions between wine yeast species. In this context, several studies have investigated phenotypic and molecular characteristics of yeast species when in two-species coculture, consisting of one strain of S. cerevisiae and a strain of another prevalent wine yeast species, including L. thermotolerans and T. delbrueckii.. Transcriptomic data generated in such studies have highlighted S. cerevisiae genes whose expression appeared to respond to the presence of other yeasts. However, these datasets diverge due to different growth conditions, differing inoculation strategies, the strains that were used and sampling time points.

Methods: In this work, a pooled analysis was conducted to combine and integrate datasets generated from previous studies involving interaction between S. cerevisiae and L. thermotolerans. Thirty-nine samples from three studies generated on Illumina or Ion Torrent sequencing platforms were individually re-assessed using iDEP for normalization and differential expression analysis (|log2FC| > 0, FDR ≤ 0.05). Recurring trends in the form of a core set of differentially expressed genes were identified. Deletion mutants of these genes were evaluated in a semi-high throughput assay to identify genes whose activity would specifically impact growth and fermentation performance in cocultures, and one S. cerevisiae gene, FIT2, whose deletion mutants consistently showed diverging phenotypes when in coculture, was further analyzed.

Results and discussion: The results highlight pathways and genes consistently enriched in all studies, including copper ion import, transition metal and iron ion transport, cell wall mannoproteins and biogenesis as well as methionine and sulfur biosynthesis. Interestingly, FIT2 deletion in the original wine yeast wildtype strain (VIN13Δfit2) showed opposite, but still interaction specific, phenotypes when compared with the laboratory strains of the Euroscarf deletion library. Considering the evolutionary context of these strains and likely differences in cell wall mannoprotein composition, these data emphasize the challenges of gene annotation in an ecosystem relevant context. The findings reinforce observations from previous research, suggesting that FIT2 has a significant role in modulating interactions between species and highlighting specific DEGs from pathways that require further investigation in future coculture studies.

Reference Type
Journal Article
Authors
Asmus JJ, Naidoo-Blassoples RK, Pérez-Torrado R, Bauer FF
Primary Lit For
Additional Lit For
Review For

Gene Ontology Annotations


Increase the total number of rows showing on this page using the pull-down located below the table, or use the page scroll at the table's top right to browse through the table's pages; use the arrows to the right of a column header to sort by that column; filter the table using the "Filter" box at the top of the table.

Gene/Complex Qualifier Gene Ontology Term Aspect Annotation Extension Evidence Method Source Assigned On Reference

Phenotype Annotations


Increase the total number of rows showing on this page using the pull-down located below the table, or use the page scroll at the table's top right to browse through the table's pages; use the arrows to the right of a column header to sort by that column; filter the table using the "Filter" box at the top of the table; click on the small "i" buttons located within a cell for an annotation to view further details.

Gene Phenotype Experiment Type Mutant Information Strain Background Chemical Details Reference

Disease Annotations


Increase the total number of rows showing on this page using the pull-down located below the table, or use the page scroll at the table's top right to browse through the table's pages; use the arrows to the right of a column header to sort by that column; filter the table using the "Filter" box at the top of the table.

Gene Disease Ontology Term Qualifier Evidence Method Source Assigned On Reference

Regulation Annotations


Increase the total number of rows displayed on this page using the pull-down located below the table, or use the page scroll at the table's top right to browse through the table's pages; use the arrows to the right of a column header to sort by that column; to filter the table by a specific experiment type, type a keyword into the Filter box (for example, “microarray”); download this table as a .txt file using the Download button or click Analyze to further view and analyze the list of target genes using GO Term Finder, GO Slim Mapper, or SPELL.

Regulator Target Direction Regulation Of Happens During Method Evidence

Post-translational Modifications


Increase the total number of rows showing on this page by using the pull-down located below the table, or use the page scroll at the table's top right to browse through its pages; use the arrows to the right of a column header to sort by that column; filter the table using the "Filter" box at the top of the table.

Site Modification Modifier Reference

Interaction Annotations


Genetic Interactions

Increase the total number of rows showing on this page by using the pull-down located below the table, or use the page scroll at the table's top right to browse through the table's pages; use the arrows to the right of a column header to sort by that column; filter the table using the "Filter" box at the top of the table; click on the small "i" buttons located within a cell for an annotation to view further details about experiment type and any other genes involved in the interaction.

Interactor Interactor Allele Assay Annotation Action Phenotype SGA score P-value Source Reference

Physical Interactions

Increase the total number of rows showing on this page by using the pull-down located below the table, or use the page scroll at the table's top right to browse through the table's pages; use the arrows to the right of a column header to sort by that column; filter the table using the "Filter" box at the top of the table; click on the small "i" buttons located within a cell for an annotation to view further details about experiment type and any other genes involved in the interaction.

Interactor Interactor Assay Annotation Action Modification Source Reference

Functional Complementation Annotations


Increase the total number of rows showing on this page by using the pull-down located below the table, or use the page scroll at the table's top right to browse through its pages; use the arrows to the right of a column header to sort by that column; filter the table using the "Filter" box at the top of the table.

Gene Species Gene ID Strain background Direction Details Source Reference