Abstract
Wine yeast have been exposed to harsh conditions for millennia, which have led to adaptive evolutionary strategies. Thus, wine yeasts from Saccharomyces genus are considered an interesting and highly valuable model to study human-drive domestication processes. The rise of whole-genome sequencing technologies together with new long reads platforms has provided new understanding about the population structure and the evolution of wine yeasts. Population genomics studies have indicated domestication fingerprints in wine yeast, including nucleotide variations, chromosomal rearrangements, horizontal gene transfer or hybridization, among others. These genetic changes contribute to genetically and phenotypically distinct strains. This review will summarize and discuss recent research on evolutionary trajectories of wine yeasts, highlighting the domestication hallmarks identified in this group of yeast.
Keywords: wine yeast, chromosomal rearrangements, copy number variation, hybridization, horizontal gene transfer, domestication
1. Introduction
Since ancient times, humans have employed the ability of the yeast, mainly Saccharomyces cerevisiae to transform sugars into ethanol and several desirable compounds in order to produce foods and beverages of which wine and beer are the best-known products obtained from this process [1,2,3]. Somehow, the use of wine yeasts by humans in fermentative processes during millennia could be considered as an unaware directed evolution process. S. cerevisiae is the most extensively studied yeast belonging to Saccharomyces genus which is currently formed by eight species (Figure 1), some of them related to industrial environments while others are exclusively located in natural environments such as wild forest [4,5]. Saccharomyces cerevisiae is very prone to deal with the stresses encountered in the main industrial niches such as wine and beer, such as osmotic stress, high ethanol levels, temperature, low pH, anaerobiosis, among others [3,6,7,8,9,10,11]. S. cerevisiae dominance is mainly due to its huge ability to convert a plethora of sugars into ethanol and CO2, the latter acting as a potent antimicrobial compound to which S. cerevisiae is quite resistant [12]. In this sense, S. cerevisiae presents the ability to make and accumulate ethanol even in aerobic conditions, as a consequence of the so-called Crabtree effect [13]. This enhanced fermentative activity likely resulted from a major event in the genetic evolution of this yeast lineage, the whole genome duplication (WGD) event which enabled S. cerevisiae to have an increased glycolytic flux [14]. The so-called “make–accumulate–consume” strategy has been widely proposed by several authors as an ecological advantage of S. cerevisiae to outcompete other microorganisms [15,16] and once competitors are overcome, the ethanol can be used in aerobic respiration [17].
Nowadays, several commercial yeast strains are available for each industrial application [18]. These industrial strains are genetically and phenotypically divergent from their wild counterparts [5,19] and, with very few exceptions, industrial strains can be grouped into several lineages which correlate with their application in the industry [3,20,21,22,23,24,25,26,27,28]. Adaptation to harsh environments such as winemaking conditions can occur through smaller and/or larger genetic changes [27,29,30]. Small-scale changes including insertions, deletions and single nucleotide polymorphisms (SNPs) that may generate alteration in the gene expression and/or in the functionality of the encoded protein [12,20,31,32,33,34,35]. Larger changes such as chromosomal rearrangements (duplications, translocations, and inversions) which may alter the genomic expression through changes in the genetic environment and copy number variations (CNV) which modify the dosage of a given gene [19,36]. Furthermore, interspecific hybridization can generate new genetic combinations through introgression and horizontal gene transfer events that could not be achieved through small-scale changes such as SNPs. Indeed, SNPs are only a small proportion of the genetic changes involved in adaptation [37] likely due to the fact that adaptation to harsh niches needs to be fast in order to produce drastic changes in the phenotype, and these changes are difficult to acquire with a single nucleotide change.
In this review, we have summarized the most relevant genetic changes involved in adaptation, all of which have been reported in domesticated Saccharomyces genus strains.
2. Sugar Transporters (HXT3 and FSY1)
The ability to consume fructose in wine yeast is crucial at the end of fermentation in order to maintain good fermentation rates and therefore to reach dryness. The transport of hexoses in S. cerevisiae occurs by facilitated diffusion carriers encoded by different genes, some of them belonging to HXT family [39]. In S. cerevisiae, from the 17 HXT genes, only seven of them (HXT1–HXT7) are needed to grow on glucose or fructose [40].
A research work in a wine yeast (Fermichamp®) with high fructophilic activity found an allelic variant of HXT3 gene which is responsible for a better fructose fermentation performance [41]. HXT3 codes for a major glucose transporter in wine fermentation, which also improves fructose consumption [42]. In this sense, other work corroborated these results and showed that all the tested strains related to sparkling wine presented the Fermichamp-like HXT3 allele [43]. These strains are known to be very robust due to their ability to ferment both glucose and fructose even in high ethanol levels [44]. In addition, this allele is abundant in Flor yeast that are fructophilic [3,45].
Thus, the screening and selection of strains bearing this HXT3 allele could contribute to find new high-performance strains with useful properties for industrial applications.
In the last decade, the sequencing of the wine yeast EC1118 enabled the identification of three large chromosomal regions, A, B and C acquired through horizontal gene transfer (HGT) independently from different yeast species [46]. Recently, the distant species Torulaspora microellipsoides has been identified as the donor source of region C [47]. This region contains 19 genes, including FSY1, which codes a high-affinity fructose transporter that may present an advantage when fructose concentration is higher than glucose at the end of the fermentation [48]. Recent work has shown that this region is widespread in both wine and Flor yeast [3].
In wine yeast, fructose utilization is crucial in order to maintain a high fermentative rate at the end of the process and lead the wines to dryness [41], and the strict protocols of wine yeast selection have contributed to the fixation of beneficial alleles in this environment. Flor yeast, when are in the velum form, develop an oxidative metabolism in which the main fermentable carbon source available is the fructose, therefore the acquisition of this fructophilic phenotype may be also beneficial [48,49].
3. Cysteine-S-β-lyase IRC7
IRC7 encodes a cysteine-S-β-lyase enzyme involved in the production of thiols in wines [50,51]. This gene presents two different alleles, a complete allele (IRC7F) and a shorter version (IRC7S) that has a deletion of 38-bp and provokes the expression of a truncated gene [50]. This deletion produces a truncated protein of about 340 amino acids (aa) instead of the usual 400 aa, which generates an enzyme with lower β-lyase activity [50].
Curiously, the short version of the enzyme is widespread among commercial wine yeast [50,52,53,54]. In fact, an analysis of the prevalence of IRC7S in 223 S. cerevisiae strains showed that 88% of the studied strains bear the truncated IRC7 allele [52]. Furthermore, a recent work [53] has shown that IRC7S can be also detected in other domesticated clades such as beer, while is completely absent in wild isolates [20,55]. In this regard, QTL analysis identified a new IRC7 allele from a clinical strain as determinant for a higher production of 4-mercapto-4-methylpentan-2-one to the wine [50]. This new allele was the result of an introgression from S. paradoxus highlighting the huge phenotypic diversity available in nature populations of yeast that can be used in genetic improvement programs [5,38].
The reason why this truncated version of IRC7 has been selected in the wine clade remains unclear, even more so when taking into account that the IRC7F allele is strongly related with the production of desired aromas in wine; however, this is likely related to its biological role in yeast. It has been proposed a role of IRC7F on cysteine homeostasis [56], thus a complete IRC7 may affect the availability of the intracellular cysteine pool and consequently compromise glutathione production. Therefore, due to the paramount role of the sulphur assimilation pathway in oxidative stress protection in wine fermentation, IRC7s may have a role in this process [6,7]. This hypothesis was supported by other work in which authors observed less oxidative damage in strains harboring the short version in an oxidative-stress shock assay [53]. In addition, a recent study has identified that IRC7 expression is repressed under high copper concentrations, thus it could have a role in copper resistance, which is a very interesting role in winemaking conditions [54].
In any case, the paradoxical distribution of the truncated version in wine yeast seems to have some evolutionary advantage in this clade because in addition to the truncated version prevalence, in those strains carrying one or two active copies of the IRC7 gene, a high proportion (143 out of 179 wine strains) harbor inactivating SNPs [54].
4. Sulphite Resistance
Sulphite resistance is a paramount trait in wine yeasts due to the use of this compound in wineries as antioxidant and microbial inhibitor [8,57]. Saccharomyces species have evolved to adapt to the stress produced by sulphite by different mechanisms, which include an increase in acetaldehyde levels, which binds to SO32−, the regulation of the sulphite uptake pathway, and the detoxification of sulphite through the plasma membrane pump encoded by the SSU1 gene [8]. Wine strains are significantly more resistant to SO2 than other strains, mainly laboratory strains, and this is due to the evolution of a human-made environment for industrial production. Figure 2 shows the different large chromosomal changes that have been described and linked to higher expression levels of the SSU1 gene and, therefore to higher sulphite tolerance [58,59,60].
To date, three different chromosomal rearrangements (CR) (i.e., VIIItXVI, XVtXVI and invXVI) have been described in S. cerevisiae to generate a more efficient sulphite pumping efflux and, therefore, a more sulphite resistant strains. Interestingly, these three independent evolutionary events have arisen by parallel pathways driven by the strong selective pressure exerted by alcoholic beverage producers.
The reciprocal translocation of SSU1 gene between chromosomes VIII and XVI (native position) was identified in the wine yeast T73 in the early 2000s [58]. This rearrangement (VIIItXVI) has generated a SSU1 allele (SSU-R) with higher expression levels than native SSU1, which produces an increase in its sulphite tolerance. The molecular mechanism governing the up-regulation of the SSU1-R allele is a promoter exchange with the constitutive gene ECM34 (located in chromosome VIII) which puts the SSU1-R gene under the control of the ECM34 promoter. The expression levels of SSU1 in this reorganization was dependent of the number of acquired sequences of 76-bp repeats from the ECM34 promoter. Furthermore, even though the Fzf1p binding sites are still present, the allele SSU1-R is not regulated by this transcription factor [58,61].
A later study observed other translocation between chromosomes XVI and XV (XVtXVI) that placed the SSU1 coding region head to tail under the control of the promoter of the ADH1 gene, which is constitutively expressed [59]. This chromosomic rearrangement was also correlated with higher SSU1 expression levels and sulphite resistance. Both events were traditionally found only in wine yeasts: the XVtXVI translocation being the less frequent, suggesting a more recent event in the evolution [8,57].
Recently, a third different chromosomal rearrangement was identified in the commercial wine yeast ICV-GRE: an inversion of 38.5 Kb within the chromosome XVI, probably due to sequence microhomology between the regulatory regions of the genes SSU1 and GCR1 [60]. This inversion (invXVI) increased the sulphite tolerance of the strain to a similar level of that observed in the VIIItXVI and XVtXVI translocations [58,59]. Authors observed that the resistance to sulphite was also correlated with a higher expression of the SSU1 gene and this expression was independent from the FZF1 transcription factor, despite the conservation of the binding sites. The higher expression levels of SSU1 gene in this strain were due to a combination of a part of the GCR1 sequence upstream of SSU1 together with the removal of part of the native promoter sequence [60].
A recent research study evaluated the prevalence of each of the three CR by using labelled primers with different fluorochromes in 586 yeast strains from different environments [62]. The translocation VIIItXVI proved to be the most abundant in the studied population while XVtXVI was the more efficient allele in terms of sulphite resistance in natural must [62].
The expression of any of the three described CR was regulated by sulphite presence in the external milieu or into the cell [61]. There is only one example of an industrial yeast strain harboring a sulphite-inducible SSU1 allele with a putative new regulatory system [63]. In this strain, SSU1 expression was greatly up-regulated in the presence of sulphite.
These three CR events that occurred in an independent manner integrate a hallmark on how human selection drives parallel evolutionary routes in yeast.
More recently in 2021, a new work on sulphite resistance identified for the first time a phenotypic convergence caused by independent CR in S. cerevisiae and S. uvarum, which are two of the most divergent Saccharomyces species [64]. Authors have identified two new translocations VIIXVI and XIXVI that also generate an up-regulation of the SSU1 gene, conferring higher sulphite tolerance [64]. These new CR were found in different strains of S. uvarum, while VIIIXVI was found in several European and South American strains, translocation XIXVI was only observed in a European strain isolated from cider fermentation.
These results point out to the strong selective pressure cause by sulphite in human-made environments and SSU1 gene promoter region is a hotspot for evolutionary processes at different taxonomic levels. In fact, the continuous discovering of different CR linked to sulphite tolerance in S. cerevisiae and more recently in S. uvarum could indicate that probably in other species present in the initial stage of wine fermentation such as Hanseniospora uvarum, Metschnikowia pulcherrima, Brettanomyces sp. among others, may exist also some sulphite detoxification mechanism. Further research on CR involving these species could be valuable and interesting.
5. Copper Tolerance
The copper-based fungicides namely “Bordeaux mixture” have been used traditionally in vineyards [65]. However, copper is a toxic compound for several organisms including yeast. Yeasts have developed adaptive mechanisms in order to eliminate copper excesses, but when the intracellular concentrations are elevated can lead to cell death. To overcome this issue, metallothioneins, a class of low molecular weight molecules rich in cysteine residues are able to bind to copper ions to avoid their lethal effects [66]. In S. cerevisiae, the CUP1 gene is the most representative member of this group of metallothioneins [10,67]. Wine strains usually present CNV of this gene with an increase dosage because this higher number of CUP1 copies exert an effective protective mechanism against the copper-based fungicides. Some studies have proposed a positive correlation between higher CNV of CUP1 gene and copper resistance as an adaptation strategy [10,22,68,69]. In a study performed in 100 strains, authors found that the copy number of CUP1, ranging from one to 18 copies, was associated with the phenotype of copper tolerance and CNV was responsible for ~50% of copper resistance variation in the population [22]. Other work evidenced that yeast cells exposed to a high concentration of copper amplify the copy number of the CUP1 gene, which leads to the rapid emergence of adapted clones, and this phenomenon occurs in response to environmental copper levels due to CUP1 transcriptional activation [70,71]. A recent study [69] analyzed the correlation between CUP1 CNV and copper resistance in a collection of 273 S. cerevisiae strains from different geographical and ecological origins. A very wide range of CNV values was found ranging from zero to 79 copies. Statistical analyses highlighted the positive correlation between CNV and copper tolerance, but this association was dependent on a threshold value and this threshold was different between the geographical origins. For instance, among the vineyard strains, the Brazilian strains had a higher threshold value (copy number = 13) than the European populations (copy number = 9).
Furthermore, it has been identified a promoter variant in CUP1 gene in the wine yeast strain EC1118 which is beneficial when dealing stress and indicates that, together with the increase in CNV, modulation of the expression of CUP1 is another adaptation mechanism in yeast [72]. In an experimental laboratory evolution work under the presence of copper, 27 of the 34 copper-adapted lines obtained during the evolution process showed an increase in CNV of CUP1 gene through tandem duplication or aneuploidy of chromosome VIII [73].
The presence of this variation in the number of copies of CUP1 gene among S. cerevisiae strains but not in the rest of Saccharomyces species may point out a true event of human-driven selection or directed evolution for industrial production.
6. Oligopeptide Uptake: FOT Genes
Yeasts require nitrogen in order to construct some other essential molecules such as proteins and DNA and, thus, nitrogen is one of the key regulators in yeast. During fermentation, ammonium and free amino acids are the main nitrogen sources although some other secondary sources, namely oligopeptides and polypeptides, also contribute to the nitrogen levels [74]. Oligopeptide transport in yeast is carried out by several proton-coupled symporters depending on the peptide length. The proton-dependent Oligopeptide Transporter PTR2 is the best-described transporter of di- and tripeptides together with DAL5, which also transports dipeptides [75,76]. OPT1 and OPT2, Oligopeptide Transport family members, are involved in the uptake of tetra- and pentapetides (OPT1) [77,78]. The horizontally acquired Region C from T. microellipsoides, first identified in the wine yeast EC1118 [46], also contains the genes FOT1–2 encoding for oligopeptide transporters, which considerable broaden the range of oligopeptides transported by PTR2 and DAL5 [79]. Region C, and its rearrangements, are frequent among wine yeast and, even though gene losses and conversion within FOT genes are common, they are very well conserved among the genes of the region C, indicating a possible evolutionary advantage [47,80].
Marsit et al. 2015 [47,81] showed that the presence of FOT genes provided a competitive advantage in the wine environment due to their ability to transport a wide range of oligopeptides, especially those containing glutamate, which are the most prevalent. This change in the oligopeptide diversity uptake resulted in higher viability and fermentative activity during wine fermentation. Deletion studies of both FOT genes in a haploid strain derived from EC1118 showed that the wild type (WT) strain produced higher biomass and therefore consumed more nitrogen than the mutant strain [81]. As a consequence of this higher uptake of glutamate-rich peptides, an induction of genes involved in de novo synthesis of glutathione and amino acids is produced, which led to a protection against oxidative stress [81]. Additionally, the WT strain generated a wine with better organoleptic properties due to the production of lower levels of acetate and higher amounts of ester acetates and fusel alcohols [81]. This fact was later associated with the peptides source of the must [82]. Furthermore, different FOT allele variants have been identified, generated by gene conversion from T. microellipsoides that present different substrate preferences. These differences in the preference and recognition of the peptides were dependent on the presence of specific amino acids in certain positions within the oligopeptide chain [83].
Besides FOT genes, several genes from the newly acquired regions present putative nitrogen-related functions [46]. Furthermore, other introgressions from S. kudriavzeviii and, mainly, S. eubayanus were observed in S. uvarum wine strains [84]. All the introgressed regions located in chromosome II contained ASP1 gene encoding the cytosolic L-asparaginase that degrades asparagine to be used as a nitrogen source [85]. These genes may be an adaptive advantage taking into account that nitrogen can be limited in grape must. These results may indicate the concerted evolution of wine yeast genome associated with nitrogen utilization as recently suggested [86]. As proposed, in non-limiting conditions, efficiency enhancing mutations cannot be fixed in well-mixed populations because the individuals without these beneficial changes have equal availability of resources compared with those carrying the efficiency enhancing mutations [87]. However, in winemaking conditions where nitrogen can be limited, yeast carrying efficiency enhancing mutations have an advantage and thus, these changes can be selected in the population [86].
Little is still known about the physiological role of the FOT family in wine yeasts and more research is needed in order to unravel the oligopeptide consumption and their relationship with other metabolic pathways, which could shed light into new functionalities of these peptides in wine-related environments.
7. Biofilm Formation: FLO Genes
Flor strains, which are involved in sherry wine production, are able to form a biofilm on the wine surface when fermentation is finished and change their metabolism from fermentative to oxidative in the presence of ethanol and low amounts of fermentable sugar [24,88,89]. Although flor yeasts are closely related to the wine strains [90], their unique life style have rendered their genetic structure more complex. Recently, genomic analysis stated that flor yeasts are an independent clade that emerged from the wine group through a relatively recent bottleneck event [45]. The expression of FLO genes in laboratory strains is responsible for several cell wall-dependent phenotypes such as flocculation, invasion of substrate and biofilm formation [91,92].
The ability to form a biofilm is largely dependent on the acquisition of two changes in the FLO11 gene [93], which encodes for hydrophobic cell wall glycoprotein that regulates cell adhesion, pseudohyphae, chronological aging and biofilm formation [94,95,96]. The first change was a 111-nt deletion within the promoter region of FLO11, which led to an increased expression [93,97]. This deletion is characteristic of Spanish, French, Italian, and Hungarian sherry strains [90].
Furthermore, FLO11, like the majority of the genes encoding cell wall proteins, contain intragenic tandem repeats [98]. In this regard, rearrangement in the central tandem repeat section of the ORF was responsible for producing a more hydrophobic FLO11, increasing the capacity of the yeast cells to adhere to each other [93,99]. However, the expanded FLO11 allele present in wild flor yeasts is highly unstable under non-selective conditions [99]. Authors analyzed the ability to generate a buoyant biofilm in yeast harboring several short alleles. Curiously, biofilm formation was not correlated with the number of repeats due to certain short alleles, but not others, conferred floatability [99]. This result may indicate that not only the presence of expansions in the central domain of FLO11 but also modifications in the ratio and/or distribution of those repetitions may be crucial in order to acquire the floatability phenotype in flor yeast.
A recent work used 142 flor stains from various countries analyzed the presence of both the 111-nt deletion and the gene expansion [90]. Authors detected the presence of the 111-nt deletion in 36 flor strains isolated from the different countries tested. Regarding the length of core region, results showed that 22 strains presented a core region, which is longer than that of wine strains.
Due to their peculiarities, flor yeasts have emerged as a potent and promising tool in order to gain insights of yeast speciation and domestication, different life-styles and some biotechnological applications such as the use of biofilms [100].
8. Inactivation of Aquaporin Genes
Water homeostasis is needed for osmoregulation and many other aspects of yeast life and is often associated with the presence of functional aquaporins (AQY) [101]. The loss of function of the aquaporins AQY1 and AQY2 represents a case of adaptive mechanism by inactivation in wine strains, resulting in an advantage fitness in high-osmolarity environments [102,103]. Several deletions or mutations, which lead to premature stop codons, have been observed in AQY genes of wine strains. Aquaporins are crucial for the survival in freeze-thaw environments, such as those founded in natural niches, however, inactivation of both genes provides an increased fitness on high-sugar substrates such as wine fermentation, which could avoid or make more difficult the migration between environmental niches promoting ecological speciation [102,104]. A recent research work on domestication trajectories in beer and wine strains has shown that the adenine 881 deletion that inactivates AQY1 [102] was observed in the 13 wine strains tested [31]. In another study, authors observed that in a set of six cachaça strains clustered within the wine clade, all of them presented at least one inactive aquaporin gene and a high proportion of them (62%) had the two genes inactive [25]. On the contrary, Malaysian strains isolated from nectar of Bertram palm, which are not domesticated, present also non-functional alleles of aquaporin genes, highlighting that the loss of function is not strictly led by a domestication event and may have some advantages unrelated to human activity [31,32]. In fact, aquaporins have been proposed to be involved in adaptation to the surroundings, thus the selection pressure to maintain functional proteins in wild yeast, which are continuously facing different environmental stresses, may be stronger than in domesticated strains [105].
9. Interspecific Hybridization
Hybridization between different species is a phenomenon that occurred in all kingdoms of life, which frequently leads to infertile individuals [106]. This process has played a paramount role in the evolution of eukaryotes by generating new phenotypic diversity involved in the adaptation to new environments among divergent lineages [107,108,109].
Hybrids may have some advantages over parental strains in wine fermentation such as higher resistance to various stresses occurring during fermentation [106,110,111,112,113,114]. In this sense, S. kudriavzevii and S. uvarum are more cryotolerant compared with S. cerevisiae wine strains, while S. cerevisiae is more tolerant to high levels of ethanol [115,116,117,118,119]. Natural hybrids can exhibit interesting traits from both parentals, being able to grow under ethanol and low temperature stress [113,120] or produce other desirable aromas such as the fruity thiol 4-mercapto-4-methylpentan-2-one [121,122]. The analysis of natural hybrid of S. cerevisiae × S. uvarum isolated from wine [80] shows better performance in cold fermentations, higher glycerol production, lower acetic acid production and increased production of several interesting aroma compounds.
In the wine niche, hybrids between Saccharomyces genus species have been naturally found as an adaptation mechanism to human-made fermentative environments. Hybridization could be considered as an adaptation strategy due to their abundance. However, it is also plausible that the harsh environments trigger hybridization events [123]. Natural hybrids between S. cerevisiae and S. kudriavzevii are commonly found in cold-climate European countries where these hybrids even outcompete S. cerevisiae during fermentation due to low temperature fermentations [110,120,124,125]. S. cerevisiae × S. uvarum hybrids and the triple hybrid S. cerevisiae × S. uvarum × S. kudriavzevii have been naturally isolated from wine and cider environments [110,126,127]. Curiously, S. kudriavzevii has not been isolated from fermentative environments, thus, it remains unclear where these hybrids are generated [124,128,129].
The hybridization process is generally associated with gradual genome stabilization by which CR and changes in the genomic contribution of each parental are observed [106,124,130,131,132,133]. A recent study analyzed the genomic contribution of each parental in 23 natural S. cerevisiae × S. kudriavzevii hybrids when growing at low temperature [134]. Authors showed that hybrids with the better fitness in cold where those with a higher expression of the cryophilic S. kudriavzevii alleles of cold stress markers. Furthermore, it has also been observed that mitochondrial inheritance is also crucial because hybrids with an S. kudriavzevii mitochondrial genome are able to maintain a larger proportion of the S. kudriavzevii genome portion than hybrids with an S. cerevisiae mtDNA [135]. In fact, another study has shown that the genomes of S. cerevisiae × S. kudriavzevii hybrids were mainly characterized by the maintenance of the S. cerevisiae subgenome and a progressive reduction of the S. kudriavzevii proportion [131]. VIN7, a commercial strain which is an almost complete allotriploid hybrid S. cerevisiae (2n) × S. kudriavzevii (n), shows several recombination and genomic changes between the genomes of both parental species [136].
Besides the huge biotechnological impact of hybrids, recent advances in yeast genomics and the development of new methodologies have opened up our understanding about the hybridization potential as a source of genetic diversity [137,138,139,140,141,142]. The diversity offered by the hybrid population has the potential to be used in quantitative genetics analysis in order to unveil the structure of complex traits [143].
10. Conclusions
Under detrimental conditions such as those found during wine fermentation, yeast populations need to promote adaptive responses in order to survive in this harsh environment. Wine yeast has developed a plethora of genetic mechanisms to adapt to the wine niche, including variation of the copy number of certain genes, structural rearrangements, HGT or interspecific hybridization. From this set of genomic adaptations, structural variations leading to duplications of genes, chromosomic segments, full chromosomes or even the complete genome are the major cause of adaptation [133,144]. Besides its great impact by changing dosage, this structural variation can be the substrate for evolution and even the generation of new genes [145]. Indeed, several research works of several microorganisms experimentally evolved may confirm that this kind of structural variation is frequent and can lead, eventually, to adaptation [37,55,73,146,147,148,149]. This phenomenon may be a fast solution in order to adapt quickly to harsh environments before other SNPs and CR could alleviate the potential detrimental effect or trade-offs caused by the initial genomic change [150,151,152]. In wine yeast, the genomic events leading to an increase of CNV such as in copper tolerance as well as the gain of new genetic material through hybridization or HGT are the most abundant from those identified to date.
Great efforts have been made in the last few years to expand the whole-genome sequence dataset of yeast strains isolated from both wild and industrial environments [27,153]. This fact together with the successful application of several approaches such as QTL mapping, computational models, optical mapping or phenomics, among others, in order to identify variants involved in niche adaptation, have increased our knowledge of the genotype–phenotype associations [34,154,155,156,157,158,159,160,161,162,163,164,165,166]. Furthermore, increase the number and diversity of sequenced strains as well as the use of new long-reads sequencing platforms will provide a better picture of the population structure and evolutionary history of Saccharomyces and the extent of domestication in this process. Furthermore, the development of these new techniques will help us to identify CR and HGT related to human-driven selection.
A better understanding and identification of the variants underlying the domestication process will also increase the possibility of use this new knowledge to select better-adapted yeast to specific industrial environments.
Data Availability Statement
Not applicable.
Conflicts of Interest
The author declares no conflict of interest.
Funding Statement
This work was supported by the Spanish Government through “Ministerio de Ciencia e Innovación” (MICIN) and “Fondo Europeo de Desarrollo Regional” (FEDER) funds (grant number PCIN-2015-143, PID2019-108722RB-C31) awarded to JMG. This study has been carried out in the context of the European Project ERA-IB “YeastTempTation”.
Footnotes
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References
- 1.Steensels J.L., Meersman E., Snoek T., Saels V., Verstrepen K.J. Large-scale selection and breeding to generate industrial yeasts with superior aroma production. Appl. Environ. Microbiol. 2014;80:6965–6975. doi: 10.1128/AEM.02235-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Parapouli M., Vasileiadis A., Afendra A.S., Hatziloukas E. Saccharomyces cerevisiae and its industrial applications. AIMS Microbiol. 2020;6:1–31. doi: 10.3934/microbiol.2020001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Legras J., Galeote V., Bigey F., Camarasa C., Marsit S., Nidelet T., Sanchez I., Couloux A., Guy J., Franco-duarte R., et al. Adaptation of S. cerevisiae to fermented food environments reveals remarkable genome plasticity and the footprints of domestication. Mol. Biol. Evol. 2018;35:1712–1727. doi: 10.1093/molbev/msy066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Alsammar H., Delneri D. An update on the diversity, ecology and biogeography of the Saccharomyces genus. FEMS Yeast Res. 2020;20:foaa013. doi: 10.1093/femsyr/foaa013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Molinet J., Cubillos F.A. Wild yeast for the future: Exploring the use of wild strains for wine and beer fermentation. Front. Genet. 2020;11:589350. doi: 10.3389/fgene.2020.589350. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.García-Ríos E., López-Malo M., Guillamón J.M. Global phenotypic and genomic comparison of two Saccharomyces cerevisiae wine strains reveals a novel role of the sulfur assimilation pathway in adaptation at low temperature fermentations. BMC Genom. 2014;15:1059. doi: 10.1186/1471-2164-15-1059. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.García-Ríos E., Ramos-Alonso L., Guillamón J.M. Correlation between low temperature adaptation and oxidative stress in Saccharomyces cerevisiae. Front. Microbiol. 2016;7:1199. doi: 10.3389/fmicb.2016.01199. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.García-Ríos E., Guillamón J.M. Mechanisms of yeast adaptation to wine fermentations. Prog. Mol. Subcell. Biol. 2019;58:37–59. doi: 10.1007/978-3-030-13035-0_2. [DOI] [PubMed] [Google Scholar]
- 9.Brice C., Sanchez I., Bigey F., Legras J.-L., Blondin B. A genetic approach of wine yeast fermentation capacity in nitrogen-starvation reveals the key role of nitrogen signaling. BMC Genom. 2014;15:495. doi: 10.1186/1471-2164-15-495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Warringer J., Zörgö E., Cubillos F.A., Zia A., Gjuvsland A., Simpson J.T., Forsmark A., Durbin R., Omholt S.W., Louis E.J., et al. Trait variation in yeast is defined by population history. PLoS Genet. 2011;7:e1002111. doi: 10.1371/journal.pgen.1002111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Taymaz-Nikerel H., Cankorur-Cetinkaya A., Kirdar B. Genome-wide transcriptional response of Saccharomyces cerevisiae to stress-induced perturbations. Front. Bioeng. Biotechnol. 2016;4:17. doi: 10.3389/fbioe.2016.00017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Steensels J., Gallone B., Voordeckers K., Verstrepen K.J. Domestication of Industrial Microbes. Curr. Biol. 2019;29:R381–R393. doi: 10.1016/j.cub.2019.04.025. [DOI] [PubMed] [Google Scholar]
- 13.Pronk J.T., Steensma H.Y., Van Dijken J.P. Pyruvate metabolism in Saccharomyces cerevisiae. Yeast. 1996;12:1607–1633. doi: 10.1002/(SICI)1097-0061(199612)12:16<1607::AID-YEA70>3.0.CO;2-4. [DOI] [PubMed] [Google Scholar]
- 14.Belda I., Ruiz J., Santos A., Van Wyk N., Pretorius I.S. Saccharomyces cerevisiae. Trends Genet. 2019;35:956–957. doi: 10.1016/j.tig.2019.08.009. [DOI] [PubMed] [Google Scholar]
- 15.Piskur J., Rozpedowska E., Polakova S., Merico A., Compagno C. How did Saccharomyces evolve to become a good brewer? Trends Genet. 2006;22:183–186. doi: 10.1016/j.tig.2006.02.002. [DOI] [PubMed] [Google Scholar]
- 16.Hagman A., Säll T., Compagno C., Piskur J. Yeast “Make-Accumulate-Consume” life strategy evolved as a multi-step process that predates the whole genome duplication. PLoS ONE. 2013;8:e68734. doi: 10.1371/journal.pone.0068734. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Pfeiffer T., Schuster S., Bonhoeffer S. Cooperation and competition in the evolution of ATP-producing pathways. Science. 2001;292:504–507. doi: 10.1126/science.1058079. [DOI] [PubMed] [Google Scholar]
- 18.Albergaria H., Arneborg N. Dominance of Saccharomyces cerevisiae in alcoholic fermentation processes: Role of physiological fitness and microbial interactions. Appl. Microbiol. Biotechnol. 2016;100:2035–2046. doi: 10.1007/s00253-015-7255-0. [DOI] [PubMed] [Google Scholar]
- 19.Yue J.-X., Li J., Aigrain L., Hallin J., Persson K., Oliver K., Bergström A., Coupland P., Warringer J., Cosentino Lagomarsino M., et al. Contrasting genome dynamics between domesticated and wild yeasts. Nat. Genet. 2017;49:913–924. doi: 10.1038/ng.3847. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Gallone B., Steensels J., Prahl T., Soriaga L., Saels V., Herrera-Malaver B., Merlevede A., Roncoroni M., Voordeckers K., Miraglia L., et al. Domestication and divergence of Saccharomyces cerevisiae beer yeasts. Cell. 2016;166:1397–1410.e16. doi: 10.1016/j.cell.2016.08.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Liti G., Carter D.M., Moses A.M., Warringer J., Parts L., James S.A., Davey R.P., Roberts I.N., Burt A., Koufopanou V., et al. Population genomics of domestic and wild yeasts. Nature. 2009;458:337–341. doi: 10.1038/nature07743. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Strope P.K., Skelly D.A., Kozmin S.G., Mahadevan G., Stone E.A., Magwene P.M., Dietrich F.S., McCusker J.H. The 100-genomes strains, an S. cerevisiae resource that illuminates its natural phenotypic and genotypic variation and emergence as an opportunistic pathogen. Genome Res. 2015;125:762–774. doi: 10.1101/gr.185538.114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Fay J.C., Benavides J.A. Evidence for domesticated and wild populations of Saccharomyces cerevisiae. PLoS Genet. 2005;1:e5. doi: 10.1371/journal.pgen.0010005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Legras J.L., Merdinoglu D., Cornuet J.M., Karst F. Bread, beer and wine: Saccharomyces cerevisiae diversity reflects human history. Mol. Ecol. 2007;16:2091–2102. doi: 10.1111/j.1365-294X.2007.03266.x. [DOI] [PubMed] [Google Scholar]
- 25.Barbosa R., Pontes A., Santos R.O., Montandon G.G., De Ponzzes-Gomes C.M., Morais P.B., Gonçalves P., Rosa C.A., Sampaio J.D.S.P. Multiple rounds of artificial selection promote microbe secondary domestication- the case of cachaça yeasts. Genome Biol. Evol. 2018;10:1939–1955. doi: 10.1093/gbe/evy132. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Pontes A., Hutzler M., Brito P.H., Sampaio J.P. Revisiting the taxonomic synonyms and populations of Saccharomyces cerevisiae—phylogeny, phenotypes, ecology and domestication. Microorganisms. 2020;8:903. doi: 10.3390/microorganisms8060903. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Peter J., De Chiara M., Friedrich A., Yue J.-X., Pflieger D., Bergstrom A., Sigwalt A., Barré B., Freel K., Llored A., et al. Genome evolution across 1,011 Saccharomyces cerevisiae isolates. Nature. 2018;556:339–344. doi: 10.1038/s41586-018-0030-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Schacherer J., Shapiro J.A., Ruderfer D.M., Kruglyak L. Comprehensive polymorphism survey elucidates population structure of Saccharomyces cerevisiae. Nature. 2009;458:342–345. doi: 10.1038/nature07670. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Giannakou K., Cotterrell M., Delneri D. Genomic adaptation of Saccharomyces species to industrial environments. Front. Genet. 2020;11:916. doi: 10.3389/fgene.2020.00916. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Guillamón J.M., Barrio E. Genetic polymorphism in wine yeasts: Mechanisms and methods for its detection. Front. Microbiol. 2017;8:806. doi: 10.3389/fmicb.2017.00806. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Gonçalves M., Pontes A., Almeida P., Barbosa R., Serra M., Libkind D., Hutzler M., Gonçalves P., Sampaio J.P. Distinct domestication trajectories in top-fermenting beer yeasts and wine yeasts. Curr. Biol. 2016;26:2750–2761. doi: 10.1016/j.cub.2016.08.040. [DOI] [PubMed] [Google Scholar]
- 32.Marsit S., Dequin S. Diversity and adaptive evolution of Saccharomyces wine yeast: A review. FEMS Yeast Res. 2015;15:fov067. doi: 10.1093/femsyr/fov067. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Mendes I., Sanchez I., Franco-duarte R., Camarasa C., Schuller D., Dequin S., Sousa M.J. Integrating transcriptomics and metabolomics for the analysis of the aroma profiles of Saccharomyces cerevisiae strains from diverse origins. BMC Genom. 2017;18:455. doi: 10.1186/s12864-017-3816-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Franco-Duarte R., Mendes I., Umek L., Drumonde-Neves J., Zupan B., Schuller D. Computational models reveal genotype-phenotype associations in Saccharomyces cerevisiae. Yeast. 2014;31:265–277. doi: 10.1002/yea.3016. [DOI] [PubMed] [Google Scholar]
- 35.Franco-Duarte R., Bigey F., Carreto L., Mendes I., Dequin S., Santos M.A.S., Pais C., Schuller D. Intrastrain genomic and phenotypic variability of the commercial Saccharomyces cerevisiae strain Zymaflore VL1 reveals microevolutionary adaptation to vineyard environments. FEMS Yeast Res. 2015;15:fov063. doi: 10.1093/femsyr/fov063. [DOI] [PubMed] [Google Scholar]
- 36.Liti G., Louis E.J. Yeast Evolution and Comparative Genomics. Annu. Rev. Microbiol. 2005;59:135–153. doi: 10.1146/annurev.micro.59.030804.121400. [DOI] [PubMed] [Google Scholar]
- 37.Bergström A., Simpson J.T., Salinas F., Barré B., Parts L., Zia A., Nguyen Ba A.N., Moses A.M., Louis E.J., Mustonen V., et al. A high-definition view of functional genetic variation from natural yeast genomes. Mol. Biol. Evol. 2014;31:872–888. doi: 10.1093/molbev/msu037. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Boynton P.J., Greig D. The ecology and evolution of non-domesticated Saccharomyces species. Yeast. 2014;31:449–462. doi: 10.1002/yea.3040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Kruckeberg A.L. The hexose transporter family of Saccharomyces cerevisiae. Arch. Microbiol. 1996;166:283–292. doi: 10.1007/s002030050385. [DOI] [PubMed] [Google Scholar]
- 40.Luyten K., Riou C., Blondin B. The hexose transporters of Saccharomyces cerevisiae play different roles during enological fermentation. Yeast. 2002;19:713–726. doi: 10.1002/yea.869. [DOI] [PubMed] [Google Scholar]
- 41.Guillaume C., Delobel P., Sablayrolles J.M., Blondin B. Molecular basis of fructose utilization by the wine yeast Saccharomyces cerevisiae: A mutated HXT3 allele enhances fructose fermentation. Appl. Environ. Microbiol. 2007;73:2432–2439. doi: 10.1128/AEM.02269-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Díaz-Hellín P., Naranjo V., Úbeda J., Briones A. Saccharomyces cerevisiae and metabolic activators: HXT3 gene expression and fructose/glucose discrepancy in sluggish fermentation conditions. World J. Microbiol. Biotechnol. 2016;32:196. doi: 10.1007/s11274-016-2154-9. [DOI] [PubMed] [Google Scholar]
- 43.Zuchowska M., Jaenicke E., König H., Claus H. Allelic variants of hexose transporter Hxt3p and hexokinases Hxk1p/Hxk2p in strains of Saccharomyces cerevisiae and interspecies hybrids. Yeast. 2015;32:657–669. doi: 10.1002/yea.3087. [DOI] [PubMed] [Google Scholar]
- 44.Carrascosa A., Muñoz R., González R. In: Molecular Wine Microbiology. Carrascosa A., Muñoz R., González R., editors. Academic Press; Amsterdam, The Netherlands: 2011. [Google Scholar]
- 45.Coi A.L., Bigey F., Mallet S., Marsit S., Zara G., Gladieux P., Galeote V., Budroni M., Dequin S., Legras J.L. Genomic signatures of adaptation to wine biological ageing conditions in biofilm-forming flor yeasts. Mol. Ecol. 2017;26:2150–2166. doi: 10.1111/mec.14053. [DOI] [PubMed] [Google Scholar]
- 46.Novo M., Dé F., Bigey R., Beyne E., Galeote V., Gavory R., Mallet S., Cambon B., Legras J.-L.J.-L., Wincker P., et al. Eukaryote-to-eukaryote gene transfer events revealed by the genome sequence of the wine yeast Saccharomyces cerevisiae EC1118. Proc. Natl. Acad. Sci. USA. 2009;106:16333–16338. doi: 10.1073/pnas.0904673106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Marsit S., Mena A., Bigey F., Sauvage F.X., Couloux A., Guy J., Legras J.L., Barrio E., Dequin S., Galeote V. Evolutionary advantage conferred by an eukaryote-to-eukaryote gene transfer event in wine yeasts. Mol. Biol. Evol. 2015;32:1695–1707. doi: 10.1093/molbev/msv057. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Galeote V., Novo M., Salema-Oom M., Brion C., Valério E., Gonçalves P., Dequin S. FSY1, a horizontally transferred gene in the Saccharomyces cerevisiae EC1118 wine yeast strain, encodes a high-affinity fructose/H+ symporter. Microbiology. 2010;156:3754–3761. doi: 10.1099/mic.0.041673-0. [DOI] [PubMed] [Google Scholar]
- 49.Charpentier C., Colin A., Alais A., Legras J.L. French Jura flor yeasts: Genotype and technological diversity. Antonie Van Leeuwenhoek. 2009;95:263–273. doi: 10.1007/s10482-009-9309-8. [DOI] [PubMed] [Google Scholar]
- 50.Roncoroni M., Santiago M., Hooks D.O., Moroney S., Harsch M.J., Lee S.A., Richards K.D., Nicolau L., Gardner R.C. The yeast IRC7 gene encodes a β-lyase responsible for production of the varietal thiol 4-mercapto-4-methylpentan-2-one in wine. Food Microbiol. 2011;28:926–935. doi: 10.1016/j.fm.2011.01.002. [DOI] [PubMed] [Google Scholar]
- 51.Santiago M., Gardner R.C. Yeast genes required for conversion of grape precursors to varietal thiols in wine. FEMS Yeast Res. 2015;15:fov034. doi: 10.1093/femsyr/fov034. [DOI] [PubMed] [Google Scholar]
- 52.Belda I., Ruiz J., Navascués E., Marquina D., Santos A. Improvement of aromatic thiol release through the selection of yeasts with increased β-lyase activity. Int. J. Food Microbiol. 2016;225:1–8. doi: 10.1016/j.ijfoodmicro.2016.03.001. [DOI] [PubMed] [Google Scholar]
- 53.Ruiz J., de Celis M., Martín-Santamaría M., Benito-Vázquez I., Pontes A., Lanza V.F., Sampaio J.P., Santos A., Belda I. Global distribution of IRC7 alleles in Saccharomyces cerevisiae populations: A genomic and phenotypic survey within the wine clade. Environ. Microbiol. 2021;23:3182–3195. doi: 10.1111/1462-2920.15540. [DOI] [PubMed] [Google Scholar]
- 54.Cordente A.G., Borneman A.R., Bartel C., Capone D., Solomon M., Roach M., Curtin C.D. Inactivating mutations in Irc7p are common in wine yeasts, attenuating carbon-sulfur beta-lyase activity and volatile sulfur compound production. Appl. Environ. Microbiol. 2019;85:e02684-18. doi: 10.1128/AEM.02684-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Dunn B., Richter C., Kvitek D.J., Pugh T., Sherlock G. Analysis of the Saccharomyces cerevisiae pan-genome reveals a pool of copy number variants distributed in diverse yeast strains from differing industrial environments. Genome Res. 2012;22:908–924. doi: 10.1101/gr.130310.111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Santiago M., Gardner R.C. The IRC7 gene encodes cysteine desulphydrase activity and confers on yeast the ability to grow on cysteine as a nitrogen source. Yeast. 2015;32:519–532. doi: 10.1002/yea.3076. [DOI] [PubMed] [Google Scholar]
- 57.Zara G., Nardi T. Yeast metabolism and its exploitation in emerging winemaking trends: From sulfite tolerance to sulfite reduction. Fermentation. 2021;7:57. doi: 10.3390/fermentation7020057. [DOI] [Google Scholar]
- 58.Pérez-Ortín J.E., Querol A., Puig S., Barrio E. Molecular characterization of a chromosomal rearrangement involved in the adaptive evolution of yeast strains. Genome Res. 2002;12:1533–1539. doi: 10.1101/gr.436602. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Zimmer A., Durand C., Loira N., Durrens P., Sherman D.J., Marullo P. QTL dissection of lag phase in wine fermentation reveals a new translocation responsible for Saccharomyces cerevisiae adaptation to sulfite. PLoS ONE. 2014;9:e86298. doi: 10.1371/journal.pone.0086298. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.García-Ríos E., Nuévalos M., Barrio E., Puig S., Guillamón J.M. A new chromosomal rearrangement improves the adaptation of wine yeasts to sulfite. Environ. Microbiol. 2019;21:1771–1781. doi: 10.1111/1462-2920.14586. [DOI] [PubMed] [Google Scholar]
- 61.Yuasa N., Nakagawa Y., Hayakawa M., Iimura Y. Two alleles of the sulfite resistance genes are differentially regulated in Saccharomyces cerevisiae. Biosci. Biotechnol. Biochem. 2005;69:1584–1588. doi: 10.1271/bbb.69.1584. [DOI] [PubMed] [Google Scholar]
- 62.Marullo P., Claisse O., Raymond Eder M.L., Börlin M., Feghali N., Bernard M., Legras J.L., Albertin W., Rosa A.L., Masneuf-Pomarede I. SSU1 checkup, a rapid tool for detecting chromosomal rearrangements related to the SSU1 promoter in Saccharomyces cerevisiae: An ecological and technological study on wine yeast. Front. Microbiol. 2020;11:1331. doi: 10.3389/fmicb.2020.01331. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Nardi T., Corich V., Giacomini A., Blondin B. A sulphite-inducible form of the sulphite efflux gene SSU1 in a Saccharomyces cerevisiae wine yeast. Microbiology. 2010;156:1686–1696. doi: 10.1099/mic.0.036723-0. [DOI] [PubMed] [Google Scholar]
- 64.Macías L.G., Flores M.G., Adam A.C., Rodríguez M.E., Querol A., Barrio E., Lopes C.A., Pérez-Torrado R. Convergent adaptation of Saccharomyces uvarum to sulfite, an antimicrobial preservative widely used in human-driven fermentations. PLoS Genet. 2021;17:e1009872. doi: 10.1371/journal.pgen.1009872. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Martins V., Teixeira A., Bassil E., Hanana M., Blumwald E., Gerós H. Copper-based fungicide Bordeaux mixture regulates the expression of Vitis vinifera copper transporters. Aust. J. Grape Wine Res. 2014;20:451–458. doi: 10.1111/ajgw.12096. [DOI] [Google Scholar]
- 66.Carpenè E., Andreani G., Isani G. Metallothionein functions and structural characteristics. J. Trace Elem. Med. Biol. 2007;21:35–39. doi: 10.1016/j.jtemb.2007.09.011. [DOI] [PubMed] [Google Scholar]
- 67.Fogel S., Welch J.W. Tandem gene amplification mediates copper resistance in yeast. Proc. Natl. Acad. Sci. USA. 1982;79:5342–5346. doi: 10.1073/pnas.79.17.5342. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Adamo G.M., Brocca S., Passolungui S., Salvato B., Lotti M. Laboratory evolution of copper tolerant yeast strains. Microb. Cell Fact. 2012;11:1. doi: 10.1186/1475-2859-11-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Crosato G., Nadai C., Carlot M., Garavaglia J., Ziegler D.R., Rossi R.C., De Castilhos J., Campanaro S., Treu L., Giacomini A., et al. The impact of CUP1 gene copy-number and XVI-VIII/XV-XVI translocations on copper and sulfite tolerance in vineyard Saccharomyces cerevisiae strain populations. FEMS Yeast Res. 2020;20:foaa028. doi: 10.1093/femsyr/foaa028. [DOI] [PubMed] [Google Scholar]
- 70.Hull R.M., Cruz C., Jack C.V., Houseley J. Environmental change drives accelerated adaptation through stimulated copy number variation. PLoS Biol. 2017;15:e2001333. doi: 10.1371/journal.pbio.2001333. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Whale A.J., King M., Hull R.M., Krueger F., Houseley J. Stimulation of adaptive gene amplification by origin firing under replication fork constraint. Nucleic Acids Res. 2022;50:915–936. doi: 10.1093/nar/gkab1257. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Liu J., Martin-Yken H., Bigey F., Dequin S., François J.M., Capp J.P. Natural yeast promoter variants reveal epistasis in the generation of transcriptional-mediated noise and its potential benefit in stressful conditions. Genome Biol. Evol. 2015;7:969–984. doi: 10.1093/gbe/evv047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Gerstein A.C., Ono J., Lo D.S., Campbell M.L., Kuzmin A., Otto S.P. Too much of a good thing: The unique and repeated paths toward copper adaptation. Genetics. 2014;199:555–571. doi: 10.1534/genetics.114.171124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Henschke P.A., Jiranek V. Yeast: Metabolism of nitrogen compounds. In: Fleet G.H., editor. Wine Microbiology and Biotechnology. Harwood Academic Publishers; Cambridge, UK: 1993. pp. 77–164. [Google Scholar]
- 75.Perry J.R., Basrai M.A., Steiner H.Y., Naider F., Becker J.M. Isolation and characterization of a Saccharomyces cerevisiae peptide transport gene. Mol. Cell. Biol. 1994;14:104–115. doi: 10.1128/mcb.14.1.104-115.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Nelissen B., De Wachter R., Goffeau A. Classification of all putative permeases and other membrane plurispanners of the major facilitator superfamily encoded by the complete genome of Saccharomyces cerevisiae. FEMS Microbiol. Rev. 1997;21:113–134. doi: 10.1111/j.1574-6976.1997.tb00347.x. [DOI] [PubMed] [Google Scholar]
- 77.Hauser M., Donhardt A.M., Barnes D., Naider F., Becker J.M. Enkephalins are transported by a novel eukaryotic peptide uptake system. J. Biol. Chem. 2000;275:3037–3041. doi: 10.1074/jbc.275.5.3037. [DOI] [PubMed] [Google Scholar]
- 78.Wiles A.M., Cai H., Naider F., Becker J.M. Nutrient regulation of oligopeptide transport in Saccharomyces cerevisiae. Microbiology. 2006;152:3133–3145. doi: 10.1099/mic.0.29055-0. [DOI] [PubMed] [Google Scholar]
- 79.Damon C., Vallon L., Zimmermann S., Haider M.Z., Galeote V., Dequin S., Luis P., Fraissinet-Tachet L., Marmeisse R. A novel fungal family of oligopeptide transporters identified by functional metatranscriptomics of soil eukaryotes. ISME J. 2011;5:1871–1880. doi: 10.1038/ismej.2011.67. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Becerra-Rodríguez C., Marsit S., Galeote V. Diversity of oligopeptide transport in yeast and its impact on adaptation to winemaking conditions. Front. Genet. 2020;11:602. doi: 10.3389/fgene.2020.00602. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Marsit S., Sanchez I., Galeote V., Dequin S. Horizontally acquired oligopeptide transporters favour adaptation of Saccharomyces cerevisiae wine yeast to oenological environment. Environ. Microbiol. 2016;18:1148–1161. doi: 10.1111/1462-2920.13117. [DOI] [PubMed] [Google Scholar]
- 82.Duc C., Maçna F., Sanchez I., Galeote V., Delpech S., Silvano A., Mouret J.R. Large-scale screening of thiol and fermentative aroma production during wine alcoholic fermentation: Exploring the effects of assimilable nitrogen and peptides. Fermentation. 2020;6:98. doi: 10.3390/fermentation6040098. [DOI] [Google Scholar]
- 83.Becerra-Rodríguez C., Taghouti G., Portier P., Dequin S., Casal M., Paiva S., Galeote V. Yeast plasma membrane fungal oligopeptide transporters display distinct substrate preferences despite their high sequence identity. J. Fungi. 2021;7:963. doi: 10.3390/jof7110963. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Almeida P., Gonçalves C., Teixeira S., Libkind D., Bontrager M., Masneuf-Pomarède I., Albertin W., Durrens P., Sherman D.J., Marullo P., et al. A Gondwanan imprint on global diversity and domestication of wine and cider yeast Saccharomyces uvarum. Nat. Commun. 2014;5:4044. doi: 10.1038/ncomms5044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Marullo P., Aigle M., Bely M., Masneuf-Pomarède I., Durrens P., Dubourdieu D., Yvert G. Single QTL mapping and nucleotide-level resolution of a physiologic trait in wine Saccharomyces cerevisiae strains. FEMS Yeast Res. 2007;7:941–952. doi: 10.1111/j.1567-1364.2007.00252.x. [DOI] [PubMed] [Google Scholar]
- 86.Ibstedt S., Stenberg S., Bages S., Gjuvsland A.B., Salinas F., Kourtchenko O., Samy J.K.A., Blomberg A., Omholt S.W., Liti G., et al. Concerted evolution of life stage performances signals recent selection on yeast nitrogen use. Mol. Biol. Evol. 2015;32:153–161. doi: 10.1093/molbev/msu285. [DOI] [PubMed] [Google Scholar]
- 87.MacLean R.C. The tragedy of the commons in microbial populations: Insights from theoretical, comparative and experimental studies. Heredity. 2008;100:233–239. doi: 10.1038/sj.hdy.6801073. [DOI] [PubMed] [Google Scholar]
- 88.Alexandre H. Flor yeasts of Saccharomyces cerevisiae-Their ecology, genetics and metabolism. Int. J. Food Microbiol. 2013;167:269–275. doi: 10.1016/j.ijfoodmicro.2013.08.021. [DOI] [PubMed] [Google Scholar]
- 89.Avdanina D., Zghun A. Sherry wines: Worldwide production, chemical composition and screening conception for flor yeasts. Fermentation. 2022;8:381. doi: 10.3390/fermentation8080381. [DOI] [Google Scholar]
- 90.Legras J.-L., Erny C., Charpentier C. Population structure and comparative genome hybridization of European flor yeast reveal a unique group of Saccharomyces cerevisiae strains with few gene duplications in their genome. PLoS ONE. 2014;9:e108089. doi: 10.1371/journal.pone.0108089. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Govender P., Bester M., Bauer F.F. FLO gene-dependent phenotypes in industrial wine yeast strains. Appl. Microbiol. Biotechnol. 2010;86:931–945. doi: 10.1007/s00253-009-2381-1. [DOI] [PubMed] [Google Scholar]
- 92.Verstrepen K.J., Klis F.M. Flocculation, adhesion and biofilm formation in yeasts. Mol. Microbiol. 2006;60:5–15. doi: 10.1111/j.1365-2958.2006.05072.x. [DOI] [PubMed] [Google Scholar]
- 93.Fidalgo M., Barrales R.R., Ibeas J.I., Jimenez J. Adaptive evolution by mutations in the FLO11 gene. Proc. Natl. Acad. Sci. USA. 2006;103:11228–11233. doi: 10.1073/pnas.0601713103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Barré B.P., Hallin J., Yue J.X., Persson K., Mikhalev E., Irizar A., Holt S., Thompson D., Molin M., Warringer J., et al. Intragenic repeat expansion in the cell wall protein gene HPF1 controls yeast chronological aging. Genome Res. 2020;30:697–710. doi: 10.1101/gr.253351.119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Váchová L., Štoví V., Hlaváček O., Chernyavskiy O., Štěpánek L., Kubínová L., Palková Z. Flo11p, drug efflux pumps, and the extracellular matrix cooperate to form biofilm yeast colonies. J. Cell Biol. 2011;194:679–687. doi: 10.1083/jcb.201103129. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Douglas L.M., Li L., Yang Y., Dranginis A.M. Expression and characterization of the flocculin Flo11/Muc1, a Saccharomyces cerevisiae mannoprotein with homotypic properties of adhesion. Eukaryot. Cell. 2007;6:2214–2221. doi: 10.1128/EC.00284-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 97.Bumgarner S.L., Dowell R.D., Grisafi P., Gifford D.K., Fink G.R. Toggle involving cis-interfering noncoding RNAs controls variegated gene expression in yeast. Proc. Natl. Acad. Sci. USA. 2009;106:18321–18326. doi: 10.1073/pnas.0909641106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Verstrepen K.J., Jansen A., Lewitter F., Fink G.R. Intragenic tandem repeats generate functional variability. Nat. Genet. 2005;37:986–990. doi: 10.1038/ng1618. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Fidalgo M., Barrales R.R., Jimenez J. Coding repeat instability in the FLO11 gene of Saccharomyces cerevisiae. Yeast. 2008;25:879–889. doi: 10.1002/yea.1642. [DOI] [PubMed] [Google Scholar]
- 100.Legras J.L., Moreno-Garcia J., Zara S., Zara G., Garcia-Martinez T., Mauricio J.C., Mannazzu I., Coi A.L., Zeidan M.B., Dequin S., et al. Flor yeast: New perspectives beyond wine aging. Front. Microbiol. 2016;7:503. doi: 10.3389/fmicb.2016.00503. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Sabir F., Loureiro-Dias M.C., Prista C. Comparative analysis of sequences, polymorphisms and topology of yeasts aquaporins and aquaglyceroporins. FEMS Yeast Res. 2016;16:fow025. doi: 10.1093/femsyr/fow025. [DOI] [PubMed] [Google Scholar]
- 102.Will J.L., Kim H.S., Clarke J., Painter J.C., Fay J.C., Gasch A.P. Incipient balancing selection through adaptive loss of aquaporins in natural Saccharomyces cerevisiae populations. PLoS Genet. 2010;6:e1000893. doi: 10.1371/journal.pgen.1000893. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Pettersson N., Filipsson C., Becit E., Brive L., Hohmann S. Aquaporins in yeasts and filamentous fungi. Biol. Cell. 2005;97:487–500. doi: 10.1042/BC20040144. [DOI] [PubMed] [Google Scholar]
- 104.Schluter D. Evidence for ecological speciation and its alternative. Science. 2009;323:737–741. doi: 10.1126/science.1160006. [DOI] [PubMed] [Google Scholar]
- 105.Sabir F., Loureiro-Dias M.C., Soveral G., Prista C. Functional relevance of water and glycerol channels in Saccharomyces cerevisiae. FEMS Microbiol. Lett. 2017;364:fnx080. doi: 10.1093/femsle/fnx080. [DOI] [PubMed] [Google Scholar]
- 106.Morales L., Dujon B. Evolutionary role of interspecies hybridization and genetic exchanges in yeasts. Microbiol. Mol. Biol. Rev. 2012;76:721–739. doi: 10.1128/MMBR.00022-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Stelkens R., Bendixsen D.P. The evolutionary and ecological potential of yeast hybrids. Curr. Opin. Genet. Dev. 2022;76:101958. doi: 10.1016/j.gde.2022.101958. [DOI] [PubMed] [Google Scholar]
- 108.Bendixsen D.P., Frazão J.G., Stelkens R. Saccharomyces yeast hybrids on the rise. Yeast. 2022;39:40–54. doi: 10.1002/yea.3684. [DOI] [PubMed] [Google Scholar]
- 109.Langdon Q.K., Peris D., Baker E.P.C.P., Opulente D.A., Bond U., Gonçalves P., Sampaio J.P., Libkind D., Nguyen H.V., Bond U., et al. Fermentation innovation through complex hybridization of wild and domesticated yeasts. Nat. Ecol. Evol. 2019;3:1576–1586. doi: 10.1038/s41559-019-0998-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110.González S.S., Gallo L., Climent D., Barrio E., Querol A., Climent M.A.D., Barrio E., Querol A. Enological characterization of natural hybrids from Saccharomyces cerevisiae and S. kudriavzevii. Int. J. Food Microbiol. 2007;116:11–18. doi: 10.1016/j.ijfoodmicro.2006.10.047. [DOI] [PubMed] [Google Scholar]
- 111.Tronchoni J., Gamero A., Arroyo-López F.N., Barrio E., Querol A. Differences in the glucose and fructose consumption profiles in diverse Saccharomyces wine species and their hybrids during grape juice fermentation. Int. J. Food Microbiol. 2009;134:237–243. doi: 10.1016/j.ijfoodmicro.2009.07.004. [DOI] [PubMed] [Google Scholar]
- 112.Arroyo-López F.N., Orlic S., Querol A., Barrio E. Effects of temperature, pH and sugar concentration on the growth parameters of Saccharomyces cerevisiae, S. kudriavzevii and their interspecific hybrid. Int. J. Food Microbiol. 2009;131:120–127. doi: 10.1016/j.ijfoodmicro.2009.01.035. [DOI] [PubMed] [Google Scholar]
- 113.Belloch C., Orlic S., Barrio E., Querol A. Fermentative stress adaptation of hybrids within the Saccharomyces sensu stricto complex. Int. J. Food Microbiol. 2008;122:188–195. doi: 10.1016/j.ijfoodmicro.2007.11.083. [DOI] [PubMed] [Google Scholar]
- 114.Peris D., Pérez-Torrado R., Hittinger C.T., Barrio E., Querol A. On the origins and industrial applications of Saccharomyces cerevisiae × Saccharomyces kudriavzevii hybrids. Yeast. 2009;26:545–551. doi: 10.1002/yea.3283. [DOI] [PubMed] [Google Scholar]
- 115.Origone A.C., del Mónaco S.M., Ávila J.R., González Flores M., Rodríguez M.E., Lopes C.A. Tolerance to winemaking stress conditions of Patagonian strains of Saccharomyces eubayanus and Saccharomyces uvarum. J. Appl. Microbiol. 2017;123:450–463. doi: 10.1111/jam.13495. [DOI] [PubMed] [Google Scholar]
- 116.Querol A., Pérez-Torrado R., Alonso-del-Real J., Minebois R., Stribny J., Oliveira B.M., Barrio E. New Trends in the Uses of Yeasts in Oenology. 1st ed. Volume 85. Elsevier Inc.; Amsterdam, The Netherlands: 2018. [DOI] [PubMed] [Google Scholar]
- 117.García-Ríos E., Querol A., Guillamón J.M. iTRAQ-based proteome profiling of Saccharomyces cerevisiae and cryotolerant species S. uvarum and S. kudriavzevii during low-temperature wine fermentation. J. Proteom. 2016;146:70–79. doi: 10.1016/j.jprot.2016.06.023. [DOI] [PubMed] [Google Scholar]
- 118.Alonso-del-Real J., Pérez-Torrado R., Querol A., Barrio E. Dominance of wine Saccharomyces cerevisiae strains over S. kudriavzevii in industrial fermentation competitions is related to an acceleration of nutrient uptake and utilization. Environ. Microbiol. 2019;21:1627–1644. doi: 10.1111/1462-2920.14536. [DOI] [PubMed] [Google Scholar]
- 119.Minebois R., Pérez-Torrado R., Querol A. Metabolome segregation of four strains of Saccharomyces cerevisiae, Saccharomyces uvarum and Saccharomyces kudriavzevii conducted under low temperature oenological conditions. Environ. Microbiol. 2020;22:3700–3721. doi: 10.1111/1462-2920.15135. [DOI] [PubMed] [Google Scholar]
- 120.Navarro D.P. Ph.D. Thesis. Universitat de València; València, Spain: 2012. Genome characterization of natural Saccharomyces hybrids of biotechnological interest. [Google Scholar]
- 121.Gamero A., Tronchoni J., Querol A., Belloch C. Production of aroma compounds by cryotolerant Saccharomyces species and hybrids at low and moderate fermentation temperatures. J. Appl. Microbiol. 2013;114:1405–1414. doi: 10.1111/jam.12126. [DOI] [PubMed] [Google Scholar]
- 122.Stribny J., Gamero A., Pérez-Torrado R., Querol A. Saccharomyces kudriavzevii and Saccharomyces uvarum differ from Saccharomyces cerevisiae during the production of aroma-active higher alcohols and acetate esters using their amino acidic precursors. Int. J. Food Microbiol. 2015;205:41–46. doi: 10.1016/j.ijfoodmicro.2015.04.003. [DOI] [PubMed] [Google Scholar]
- 123.Replansky T., Koufopanou V., Greig D., Bell G. Saccharomyces sensu stricto as a model system for evolution and ecology. Trends Ecol. Evol. 2008;23:494–501. doi: 10.1016/j.tree.2008.05.005. [DOI] [PubMed] [Google Scholar]
- 124.Erny C., Raoult P., Alais A., Butterlin G., Delobel P., Matei-Radoi F., Casaregola S., Legras J.L. Ecological success of a group of Saccharomyces cerevisiae/Saccharomyces kudriavzevii hybrids in the northern European wine-making environment. Appl. Environ. Microbiol. 2012;78:3256–3265. doi: 10.1128/AEM.06752-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 125.Lopandic K., Gangl H., Wallner E., Tscheik G., Leitner G., Querol A., Borth N., Breitenbach M., Prillinger H., Tiefenbrunner W. Genetically different wine yeasts isolated from Austrian vine-growing regions influence wine aroma differently and contain putative hybrids between Saccharomyces cerevisiae and Saccharomyces kudriavzevii. FEMS Yeast Res. 2007;7:953–965. doi: 10.1111/j.1567-1364.2007.00240.x. [DOI] [PubMed] [Google Scholar]
- 126.Naumova E.S., Naumov G.I., Masneuf-Pomarède I., Aigle M., Dubourdieu D. Molecular genetic study of introgression between Saccharomyces bayanus and S. cerevisiae. Yeast. 2005;22:1099–1115. doi: 10.1002/yea.1298. [DOI] [PubMed] [Google Scholar]
- 127.Groth C., Hansen J., Piskur J. A natural chimeric yeast containing genetic material from three species. Int. J. Syst. Bacteriol. 1999;49:1933–1938. doi: 10.1099/00207713-49-4-1933. [DOI] [PubMed] [Google Scholar]
- 128.Naumov G.I., James S.A., Naumova E.S., Louis E.J., Roberts I.N. Three new species in the Saccharomyces sensu stricto complex: Saccharomyces cariocanus, Saccharomyces kudriavzevii and Saccharomyces mikatae. Int. J. Syst. Evol. Microbiol. 2000;50:1931–1942. doi: 10.1099/00207713-50-5-1931. [DOI] [PubMed] [Google Scholar]
- 129.Sampaio J.P., Gonçalves P. Natural populations of Saccharomyces kudriavzevii in Portugal are associated with oak bark and are sympatric with S. cerevisiae and S. paradoxus. Appl. Environ. Microbiol. 2008;74:2144–2152. doi: 10.1128/AEM.02396-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 130.Antunovics Z., Nguyen H.V., Gaillardin C., Sipiczki M. Gradual genome stabilisation by progressive reduction of the Saccharomyces uvarum genome in an interspecific hybrid with Saccharomyces cerevisiae. FEMS Yeast Res. 2005;5:1141–1150. doi: 10.1016/j.femsyr.2005.04.008. [DOI] [PubMed] [Google Scholar]
- 131.Morard M., Ibáñez C., Adam A.C., Querol A., Barrio E., Toft C. Genomic instability in an interspecific hybrid of the genus Saccharomyces: A matter of adaptability. Microb. Genom. 2020;6:mgen000448. doi: 10.1099/mgen.0.000448. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 132.Sipiczki M. Interspecies hybridization and recombination in Saccharomyces wine yeasts. FEMS Yeast Res. 2008;8:996–1007. doi: 10.1111/j.1567-1364.2008.00369.x. [DOI] [PubMed] [Google Scholar]
- 133.Gilchrist C., Stelkens R. Aneuploidy in yeast: Segregation error or adaptation mechanism? Yeast. 2019;36:525–539. doi: 10.1002/yea.3427. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 134.Ortiz-Tovar G., Pérez-Torrado R., Adam A.C., Barrio E., Querol A. A comparison of the performance of natural hybrids Saccharomyces cerevisiae × Saccharomyces kudriavzevii at low temperatures reveals the crucial role of their S. kudriavzevii genomic contribution. Int. J. Food Microbiol. 2018;274:12–19. doi: 10.1016/j.ijfoodmicro.2018.03.002. [DOI] [PubMed] [Google Scholar]
- 135.Peris D., Lopes C.A., Belloch C., Querol A., Barrio E. Comparative genomics among Saccharomyces cerevisiae × Saccharomyces kudriavzevii natural hybrid strains isolated from wine and beer reveals different origins. BMC Genom. 2012;13:407. doi: 10.1186/1471-2164-13-407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 136.Borneman A.R., Desany B.A., Riches D., Affourtit J.P., Forgan A.H., Pretorius I.S., Egholm M., Chambers P.J. The genome sequence of the wine yeast VIN7 reveals an allotriploid hybrid genome with Saccharomyces cerevisiae and Saccharomyces kudriavzevii origins. FEMS Yeast Res. 2012;12:88–96. doi: 10.1111/j.1567-1364.2011.00773.x. [DOI] [PubMed] [Google Scholar]
- 137.Peris D., Alexander W.G., Fisher K.J., Moriarty R.V., Basuino M.G., Ubbelohde E.J., Wrobel R.L., Hittinger C.T. Synthetic hybrids of six yeast species. Nat. Commun. 2020;11:2085. doi: 10.1038/s41467-020-15559-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 138.Gallone B., Steensels J., Mertens S., Dzialo M.C., Gordon J.L., Wauters R., Theßeling F.A., Bellinazzo F., Saels V., Herrera-malaver B., et al. Interspecific hybridization facilitates niche adaptation in beer yeast. Nat. Ecol. Evol. 2019;3:1562–1575. doi: 10.1038/s41559-019-0997-9. [DOI] [PubMed] [Google Scholar]
- 139.Steensels J., Snoek T., Meersman E., Nicolino M.P., Voordeckers K., Verstrepen K.J. Improving industrial yeast strains: Exploiting natural and artificial diversity. FEMS Microbiol. Rev. 2014;38:947–995. doi: 10.1111/1574-6976.12073. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 140.Langdon Q.K., Peris D., Kyle B., Hittinger C.T. Sppider: A species identification tool to investigate hybrid genomes with high-throughput sequencing. Mol. Biol. Evol. 2018;35:2835–2849. doi: 10.1093/molbev/msy166. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 141.Li J., Llorente B., Liti G., Yue J.-X. RecombineX: A generalized computational framework for automatic high-throughput gamete genotyping and tetrad-based recombination analysis. PLOS Genet. 2022;18:e1010047. doi: 10.1371/journal.pgen.1010047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 142.Tattini L., Tellini N., Mozzachiodi S., D’Angiolo M., Loeillet S., Nicolas A., Liti G., D’Angiolo M., Loeillet S., Nicolas A., et al. Accurate tracking of the mutational landscape of diploid hybrid genomes. Mol. Biol. Evol. 2019;36:2861–2877. doi: 10.1093/molbev/msz177. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 143.Smukowski Heil C.S., Large C.R.L., Patterson K., Hickey A.S.M., Yeh C.L.C., Dunham M.J. Temperature preference can bias parental genome retention during hybrid evolution. PLoS Genet. 2019;15:e1008383. doi: 10.1371/journal.pgen.1008383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Gorkosvskiy A., Verstrepen K.J. The role of structural variation in adaptation and evolution of yeast and other fungi. Genes. 2021;12:699. doi: 10.3390/genes12050699. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145.Ohno S., Wolf U., Atkin N.B. Evolution from fish to mammals. Hereditas. 1967;59:169–187. doi: 10.1111/j.1601-5223.1968.tb02169.x. [DOI] [PubMed] [Google Scholar]
- 146.García-Ríos E., Lairón-Peris M., Muñiz-Calvo S., Heras J.M., Ortiz-Julien A., Poirot P., Rozes N., Querol A., Guillamón J.M., García-Ríos E., et al. Thermo-adaptive evolution to generate improved Saccharomyces cerevisiae strains for cocoa pulp fermentations. Int. J. Food Microbiol. 2021;342:109177. doi: 10.1016/j.ijfoodmicro.2021.109077. [DOI] [PubMed] [Google Scholar]
- 147.Dunham M.J., Badrane H., Ferea T., Adams J., Brown P.O., Rosenzweig F., Botstein D. Characteristic genome rearrangements in experimental evolution of Saccharomyces cerevisiae. Proc. Natl. Acad. Sci. USA. 2002;99:16144–16149. doi: 10.1073/pnas.242624799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 148.Voordeckers K., Kominek J., Das A., Espinosa-Cantú A., De Maeyer D., Arslan A., Van Pee M., van der Zande E., Meert W., Yang Y., et al. Adaptation to high ethanol reveals complex evolutionary pathways. PLoS Genet. 2015;11:e1005635. doi: 10.1371/journal.pgen.1005635. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 149.Morard M., Macías L.G., Adam A.C., Lairón-Peris M., Pérez-Torrado R., Toft C., Barrio E. Aneuploidy and ethanol tolerance in Saccharomyces cerevisiae. Front. Genet. 2019;10:82. doi: 10.3389/fgene.2019.00082. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 150.Chen G., Rubinstein B., Li R. Whole chromosome aneuploidy: Big mutations drive adaptation by phenotypic leap. Bioessays. 2012;34:893–900. doi: 10.1002/bies.201200069. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 151.Selmecki A.M., Maruvka Y.E., Richmond P.A., Guillet M., Shoresh N., Sorenson A.L., De S., Kishony R., Michor F., Dowell R., et al. Polyploidy can drive rapid adaptation in yeast. Nature. 2015;519:349–352. doi: 10.1038/nature14187. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 152.Todd R.T., Forche A., Selmecki A. Ploidy variation in Fungi: Polyploidy, aneuploidy, and genome evolution. Microbiol. Spectr. 2017;5:FUNK-0051-2016. doi: 10.1128/microbiolspec.FUNK-0051-2016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 153.Liti G., Warringer J., Blomberg A. Budding yeast strains and genotype—phenotype mapping. Cold Spring Harb. Protoc. 2017;8:606–611. doi: 10.1101/pdb.top077735. [DOI] [PubMed] [Google Scholar]
- 154.García-Ríos E., Morard M., Parts L., Liti G., Guillamón J.M. The genetic architecture of low-temperature adaptation in the wine yeast Saccharomyces cerevisiae. BMC Genom. 2017;18:159. doi: 10.1186/s12864-017-3572-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 155.García-Ríos, Ying K., Lip F., Pinheiro T., Teixeira J., van Gulik W., Domingues L., Querol A., Guillamón J.M. Genome-wide effect of non-optimal temperatures under anaerobic conditions on gene expression in Saccharomyces cerevisiae. Genomics. 2022;114:110386. doi: 10.1016/j.ygeno.2022.110386. [DOI] [PubMed] [Google Scholar]
- 156.Marullo P., Durrens P., Peltier E., Bernard M., Mansour C., Dubourdieu D. Natural allelic variations of Saccharomyces cerevisiae impact stuck fermentation due to the combined effect of ethanol and temperature; a QTL-mapping study. BMC Genom. 2019;20:680. doi: 10.1186/s12864-019-5959-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 157.Peltier E., Friedrich A., Schacherer J., Marullo P. Quantitative trait nucleotides impacting the technological performances of industrial Saccharomyces cerevisiae strains. Front. Genet. 2019;10:683. doi: 10.3389/fgene.2019.00683. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 158.Li G., Ji B., Nielsen J. The pan-genome of Saccharomyces cerevisiae. FEMS Yeast Res. 2019;19:foz064. doi: 10.1093/femsyr/foz064. [DOI] [PubMed] [Google Scholar]
- 159.Peltier E., Sharma V., Martí Raga M., Roncoroni M., Bernard M., Jiranek V., Gibon Y., Marullo P. Dissection of the molecular bases of genotype x environment interactions: A study of phenotypic plasticity of Saccharomyces cerevisiae in grape juices. BMC Genom. 2018;19:772. doi: 10.1186/s12864-018-5145-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 160.Liti G., Louis E.J. Advances in Quantitative Trait Analysis in Yeast. PLoS Genet. 2012;8:e1002912. doi: 10.1371/journal.pgen.1002912. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 161.Kessi-Pérez E.I., Araos S., García V., Salinas F., Abarca V., Larrondo L.F., Martínez C., Cubillos F.A. RIM15 antagonistic pleiotropy is responsible for differences in fermentation and stress response kinetics in budding yeast. FEMS Yeast Res. 2016;16:fow021. doi: 10.1093/femsyr/fow021. [DOI] [PubMed] [Google Scholar]
- 162.Cubillos F.A., Brice C., Molinet J., Tisné S., Abarca V., Tapia S.M., Oporto C., García V., Liti G., Martínez C. Identification of nitrogen consumption genetic variants in yeast through QTL mapping and bulk segregant RNA-seq analyses. G3 Genes Genomes Genet. 2017;7:1693–1705. doi: 10.1534/g3.117.042127. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 163.Yeung C.H.L., Sahin N., Andrews B. Phenomics approaches to understand genetic networks and gene function in yeast. Biochem. Soc. Trans. 2022;50:713–721. doi: 10.1042/BST20210285. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 164.Vizeacoumar F.J., Chong Y., Boone C., Andrews B.J. A picture is worth a thousand words: Genomics to phenomics in the yeast Saccharomyces cerevisiae. FEBS Lett. 2009;583:1656–1661. doi: 10.1016/j.febslet.2009.03.068. [DOI] [PubMed] [Google Scholar]
- 165.Costanzo M., Kuzmin E., van Leeuwen J., Mair B., Moffat J., Boone C., Andrews B. Global genetic networks and the genotype-to-phenotype relationship. Cell. 2019;177:85–100. doi: 10.1016/j.cell.2019.01.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 166.Ohya Y., Kimori Y., Okada H., Ohnuki S. Single-cell phenomics in budding yeast. Mol. Biol. Cell. 2015;26:3920–3925. doi: 10.1091/mbc.E15-07-0466. [DOI] [PMC free article] [PubMed] [Google Scholar]
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