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New integrative computational approaches unveil the Saccharomyces cerevisiae ph...

Duarte, Ricardo Franco; Umek, Lan; Mendes, Inês; Castro, C. C.; Fonseca, Nuno; Martins, Rosa; Ferreira, António C. Silva; Sampaio, Paula; Pais, Célia

During must fermentation by Saccharomyces cerevisiae strains thousands of volatile aroma compounds are formed. The objective of the present work was to adapt computational approaches to analyze pheno-metabolomic diversity of a S. cerevisiae strain collection with different origins. Phenotypic and genetic characterization together with individual must fermentations were performed, and metabolites relevant to aro...


Pheno-metabolomics: integrative bioinformatics for yeast molecular biotechnology

Duarte, Ricardo Franco

Pheno-metabolomics is a bioinformatic field of study related with the establishment of links between metabolic data, genotype and phenotype, generated using high-throughput methods. The knowledge obtained in this field has been a major contribution towards the understanding of the vast genetic diversity of Saccharomyces cerevisiae strains that adapted to different ecological niches and are used for most distinc...


Pheno-metabolomics characterization of a Saccharomyces cerevisiae strain collec...

Duarte, Ricardo Franco; Umek, Lan; Mendes, Inês; Castro, C. C.; Silva, João; Martins, R.; Ferreira, A. C. S.; Zupan, Blaz; Schuller, Dorit Elisabeth


Intra-strain phenotypic and genomic variability of the commercial Saccharomyces...

Duarte, Ricardo Franco; Carreto, Laura; Mendes, Inês; Cambon, Brigitte; Dequin, Sylvie; Santos, Manuel A. S.; Casal, Margarida

The use of commercial Saccharomyces cerevisiae wine strains as fermentation starters has been extensively generalised over the past two decades. These strains are used by wineries every harvest in large quantities. We showed that such strains are disseminated from the winery and their permanence in nature induced genetic changes, not found among a control group of isolates that derived from clonal expansion of ...


The phenotypic landscape of a Saccharomyces cerevisiae strain collection

Mendes, Inês; Duarte, Ricardo Franco; Umek, Lan; Fonseca, Elza; Neves, J. Drumonde; Dequin, Sylvie; Zupan, Blaz; Schuller, Dorit Elisabeth

Within our previous work [1] we developed computational models to predict strains with specific phenotypes (e.g. low ethanol resistance, growth at 30ºC and growth in media containing galactose, raffinose or urea) from microsatellite allelic patterns. The objective of the present work was to gain deeper understanding of the phenotypic diversity of a heterogeneous Saccharomyces cerevisiae strain collection, using...


Study of genetic and phenotypic relationships in a Saccharomyces cerevisiae str...

Duarte, Ricardo Franco; Mendes, Inês; Umek, Lan; Neves, J. Drumonde; Zupan, Blaz; Schuller, Dorit Elisabeth

Genome sequencing is essential to understand individual variation and to study the relationship between genotype and phenotype. Recently, large-scale sequencing projects of Saccharomyces cerevisiae revealed the existence of a few well defined lineages and some mosaics of that lineages, and suggested the occurrence of two domestication events during the history of association to human activities, one for sake st...


Microevolutionary changes of commercial Saccharomyces cerevisiae strains recove...

Duarte, Ricardo Franco; Carrelo, Laura; Dequin, Sylvie; Santos, Manuel A. S.; Casal, Margarida; Schuller, Dorit Elisabeth; Cambon, Brigitte

The use of commercial Saccharomyces cerevisiae wine yeast strains as fermentation starters has been extensively generalised over the past two decades. These strains are used by wineries every harvest time in large quantities. Within our previous work we showed that such strains are disseminated from the winery [1] and their permanence in nature induced genetic changes that were not found among a control group o...


The genotypic and pheno-metabolomic landscape of a Saccharomyces cerevisiae str...

Duarte, Ricardo Franco; Mendes, Inês; Castro, C. C.; Silva, J. S.; Xavier, A. L.; Neves, J. Drumonde; Martins, Rui C.; Oliveira, J. M.


Genotypic and pheno-metabolomic characterization of a Saccharomyces cerevisiae ...

Duarte, Ricardo Franco; Mendes, Inês; Castro, C. C.; Silva, J. S.; Xavier, A. L.; Neves, J. Drumonde; Oliveira, C.; Martins, Rui C.; Oliveira, J. M.

The objective of the present work was to gain a deeper understanding of the phenotypic diversity of natural isolates of Saccharomyces cerevisiae, using high-throughput methods in combination with bioanalytical data. A S. cerevisiae strain collection was constituted comprising 187 strains from different geographical origins and technological uses. Some microsatellite alleles and phenotypes were identified as res...


Genotyping of Saccharomyces cerevisiae strains by interdelta sequence typing us...

Duarte, Ricardo Franco; Gomes, Ana Catarina; Santos, Manuel A. S.; Sousa, Bruno; Schuller, Dorit Elisabeth; Mendes, Inês

Amplification of genomic sequences flanked by delta elements of retrotransposons TY1 and TY2 is a reliable method for characterization of Saccharomyces cerevisiae strains. The aim of this study is to evaluate the usefulness of microfluidic electrophoresis (Caliper LabChip®) to assess the factors that affect interlaboratory reproducibility of interdelta sequence typing for S. cerevisiae strain delimitation. We c...


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