Wine Industry’s Attitude towards Oenological Yeasts: Italy as a Case Study

: Yeast inoculation is a widespread practice in winemaking in order to control the must fermentation. However, the use of indigenous wine yeasts can enrich wine quality and di ﬀ erentiate wine styles. Yeast cream preparation (CRY), recently accepted by the International Organization of Vine and Wine, could allow an easier usage of autochthonous yeasts. This work aimed at investigating the actual Italian wine industry’s attitude towards the available formulations of commercial wine yeasts with attention to CRY. Moreover, this study evaluated the perception of wineries toward indigenous yeasts in both winemaking and marketing viewpoints. Data show di ﬀ erent levels of knowledge and use about the available yeast formulations. In general, there is not a predominantly positive or negative participants’ opinion regarding the use of indigenous yeasts. Wineries using CRY (4% of the sample) mainly adopt them as a part of the production in order to compare the wines with the ones traditionally obtained with commercial yeasts. CRY is perceived by some interviewees as a potential tool to increase communication and product di ﬀ erentiation. This survey could have anticipated future trends in the use of yeast formulations, determined by the market demands for diversiﬁed, unique, and environmentally sustainable products, that can allow an accessible application of precision enology.


Introduction
In winemaking, yeasts are essential for the transformation of grape sugars into ethanol and carbon dioxide through the alcoholic fermentation (AF) [1]. The principal yeast species involved in grape must fermentation is Saccharomyces cerevisiae and it comprises a very large number of strains which are selected and commercialized according to their different technological and sensory meaning in winemaking [2]. The inoculation of selected wine yeasts (Saccharomyces and non-Saccharomyces yeasts/local or imported) is a common practice in winemaking in order to improve the fermentation kinetics and leading to a predictable and desired quality in wine production, avoiding stuck or sluggish fermentations [3]. Furthermore, selected yeast strains constitute, in practice, an effective strategy for avoiding wine spoilage. Thus, winemakers are used to inoculate activated yeast starters which are managed to initiate and ensure completion of AF thanks to their high capability to cope with several environmental stresses [2][3][4][5]. the latter forming a large part of the natural yeast flora on the grapes. Non-conventional yeasts have usually a lower fermentative power than Saccharomyces and are out competed by it, mainly due to their lower ethanol tolerance, but some species (excluding spoilage yeasts) can positively affect aroma compounds enriching the wine complexity [21]. At winemaking level, among the formulations approved by the OIV, CRY would allow an easier usage of autochthonous yeasts to conduct must fermentation. Indeed, after a massive biomass production, yeasts can be maintained as cream formulation and used for direct inoculation of grape must avoiding lyophilization, freeze-or spray-drying treatments that can negatively affect cell viability and the fermentative performance of the cells [22]. At market level, the use of indigenous yeasts could satisfy those consumers who are looking for "natural products" with a territorial link and respectful of the environmental biodiversity.

Recruitment of Participants
Data were collected from March 2019 until August 2019, using an online survey written in Italian created through Google Forms and hosted on the Google platform. The area covered by the questionnaire included Lombardy and Piedmont regions (North of Italy). In order to reach as many participants as possible, the wineries were contacted by a single e-mail. Approximately 400 wineries were sent a one-page invitation letter that stated the aim of the study and invited to complete an online questionnaire. The inclusion criteria required that participants needed to (1) be working in the winery as an oenotechnician/oenologist, winemaker, grape-grower, or winery owner and (2) be of 18 years or older to participate. To access the survey, a secure URL address was included in the letter. Identical questionnaires with different URL addresses were created for each production area in order to facilitate the final processing of the data. The estimated time to complete the questionnaire was about 5 min and the obligation to respond was inserted in some fields, which required a multiple-choice answer or an open answer.

Variables Measured
The survey consisted of three sections; the complete text is presented in Appendix A. In the first section of the questionnaire, information about the winery (name and wine volumes), the interviewee (job role, age, and qualification), and the knowledge and use of yeast formulations in accordance with OIV-OENO 576A-2017 and OIV-OENO 576B-2017 resolutions were requested. Each question in the first section required a mandatory answer. It was not necessary to enter the field of the production area as e-mails with different links were used depending on the consortia and the areas of the respondents. The field for "winery name" included an open answer, the "job role" and "qualification" included a multiple-choice answer, with the possibility to answer openly in "other", and the "age" field required only one multiple choice answer. The interviewees could choose among four different "job roles" and "positions": winery owner, employee, external consultant, and other. The "qualification" field included the choice between oenotechnician/oenologists and other. It was chosen to use both titles, because the title of oenologist was recognized through the Italian law n. 129 of 10 April 1991; previously at that date the winemaker in Italy had the title of oenotechnician. The field for the "average wine quantities" over the last 3 years had the following volume ranges: 500, 500-1000, 1000-2000, 2000-5000, 5000-10,000, 10,000-20,000, and over 20,000 hL. The choice to use hectoliters was made in accordance to both the target of the questionnaire and the measurement unit officially used by the OIV for the estimation of wine production. In the last field of the first section, concerning the knowledge and use of yeast formulations, respondents were required to give a mandatory answer for each of the five formulations considered (active dried yeast (ADY), active frozen yeast (AFY), compressed yeast (COY), cream yeast (CRY), encapsulated yeast (ENY)).
In the second section of the questionnaire, the opinion of the interviewees was requested based on six statements regarding the use of autochthonous yeasts. The definitions of indigenous Beverages 2020, 6, 33 4 of 16 (or autochthonous) yeast and selected yeast were reported at the beginning of this section, in order to clarify the meaning of these terms. The stated definitions were: • Indigenous yeast: a yeast belonging to the natural microbiota of grapes able to initiate, lead, and complete the spontaneous fermentations of grape must; • Selected yeast: a yeast guaranteeing a rapid start of fermentation and a quick inhibition of indigenous yeasts, as well as responding to specific technological and quality characteristics.
Six sentences were proposed including both winemaking (Get higher quality wines, Simplify the work in the cellar, Produce more natural wines, Use a yeast that permanently resides in a certain vineyard or in a certain cellar (terroir)) and marketing (Get more communication and product differentiation, Respond to market demands) aspects. The respondents assigned mandatory a score on a Likert scale from 1 (the interviewee did not agree at all with the sentence) to 5 (the interviewee agreed at all with the sentence). The main proposition was to understand the purpose why the wine producers choose native yeasts. At the end of the table there was the specific question: "Do you know the cream yeasts?" with a double-choice answer "Yes/No". In case of negative response, the questionnaire ended; in case of positive response, the third section was proposed to the respondents.
The third section of the questionnaire included questions allowing to better understand the diffusion of the CRY use for the winemaking. In particular, the origin of the knowledge and the reason for the use/not use/previous use of the CRY were requested. In both fields the obligation to reply was introduced. In addition, two closed-ended questions were related to the duration (for over 3 years, from 2-3 years, from 1 year, and from this year) of CRY use and the volumes of wine produced (total or partial production) with CRY inoculum. The CRY has recently been commercialized and it has been recognized by the OIV since 2017; for these reasons, time bands up to 3 years were reported. Finally, the specific type of winemaking was asked. In the latter three fields, the possibility of an answer was optional, since participants who were only familiar with CRY formulation could not respond to these last questions.

Data Treatment and Analysis
The results of the questionnaire were collected and processed through the Microsoft Excel program. From the Excel table containing the database questionnaire answers, Pivot tables were created in order to understand the interactions between fields of interest. Each column in the Excel table corresponds to a questionnaire field. The interpretation of the data was carried out through counting of values and for them the sum, the mean value, and the coefficient of variation were considered. In addition, Pivot tables allowed the filtering of specific area to display only fields of interest. A summary of the source was obtained in which data are structured and aggregated according to the relationships that are of greater interest. Once the data were grouped and statistically processed, graphs were created to highlight the interactions between the fields of the questionnaire. Further statistical analysis was done by SPSS software (SPSS Inc., Chicago, IL, USA). The correlation coefficients between the different yeast formulations and the reason for the use/not use/previous use of the CRY were computed through the Pearson correlation. Principal component analysis (PCA) was performed considering only the use of CRY considering the volume of wine produced, the age, the qualification, and the job position. Significant differences were assessed for p < 0.05 by means of pair t-test. Partial least square (PLS) analysis was also carried out regarding use and knowledge of the yeast formulations considering the age and the position of participants. The variable importance in projection (VIP) scores were estimated in order to compare the importance of yeast formulations, age, and position of interviews.

Description of Participants
The questionnaire on the usage of yeasts in the winery was filled in 191 cellars of which 29% (n = 55) are located in Piedmont and the remaining 71% in Lombardy (n = 136). The total sample Beverages 2020, 6, 33 5 of 16 involved in the research included winery owners, employees, and external consultants representing 54%, 40%, and 6%, respectively. Considering the age, the majority of the participants resulted among: under 30 years (26%), 31-40 years (26%), and 41-50 years (23%) for a total of 75% of the interviewees; the remaining part included participants of 51-60 years (15%), 61-70 years (7%), and the over 70 years (3%). In addition, data showed that the choice of yeast formulations was mainly managed by young people, who tend to be more up to date on new products on the market. Indeed, as the age group increases the number of participants decreases proportionally. A total of 68% of respondents were graduated; in particular, 62% of the participants had the title of oenotechnician/oenologists, 4% had a degree in Agricultural Sciences, 2% received a degree not directly related to the agri-food field (e.g., Economics and Business), and 7% had a high school diploma. A quarter of participants (25%) did not specify the school qualification, but in the category "other" they defined themselves as winemaker, factotum, administrative employees, and wine lovers. The wineries participating in the research were mainly small-medium enterprises. In fact, most of the interviewees (38%) produced less than 500 hL of wine volumes over a period of 3 years. Only 11% worked with volumes of higher than 20,000 hL. The other half of the participants (51%) declared the production ranged from 500 to 10,000 hL divided as follows: 19% of the interviewed produced 500-1000 hL of wine, 10% 1000-2000 hL, 12% 2000-5000 hL, 6% 5000-10,000 hL, and 4% 10,000-20,000 hL.
The interactions between the general data (age, education, qualification) were evaluated. The results showed that participants under 30 years of age (26% of the entire sample) were 90% oenotechnician/oenologists, 2% had a degree in Agricultural Sciences, 4% had a high school diploma, and 4% belonged to the "other" category. Among the respondents in the age group 31-40 years of age (26% of the entire sample), 82% were oenotechnician/oenologists, 4% had a high school diploma, and 14% belonged to the "other" category. Participants between 41 and 50 years of age (23% of the entire sample) were composed of 45% oenotechnician/oenologists, 7% had a degree in Agricultural Sciences, 7% had a degree in another subject, and 30% belonged to the "other" category. Finally, of respondents over 51 (25% of the entire sample), 27% were oenotechnician/oenologists, 8% graduates in Agricultural Sciences, 2% graduates in another subject, 11% holders of a high school diploma, and 52% belonged to the "other" category. As the age ranges decrease, the level of education increases. This relationship is probably due to a normal tendency for young students to continue their studies until the achievement of bachelor and/or master's degrees.

The Use of Yeast Formulations
The OIV has recognized different yeast formulations suitable for the wine production including ADY, AFY, COY, CRY, and ENY. The knowledge of the participants regarding the yeast formulations available and admitted is reported in Figure 1. A total of 191 cellars answered regarding the knowledge and use of ADY, 183 wineries for both AFY and COY, 186 cellars for CRY and ENY. As expected, the most well-known yeast formulation used by the interviewed wineries resulted ADY. Indeed, this kind of product is commercialized with success since 1879 when Christian Hansen's factory began producing a dried product for the dairy sector [23]. Only 2% of wineries did not know this formulation and 79% claimed that they know and use it. AFY was unknown to 45% of participants and only 4% stated they use it. The least well-known formulation was the ENY, with 64% of participants not knowing it and only 1.5% declaring to use it. A total of 45% of participants were not familiar with CRY, although 8% said they had used it in the past and then abandoned it later; 4% of respondents continued to adopt it. Thirty-nine % of the interviewees did not know the ENY formulation and only 2% used it to trigger the fermentation process ( Figure 1).
Except for the ADY, the data collected for the other yeast formulations showed significant differences in terms of knowledge and use for the oenotechnicians/oenologists category. In this regard, for AFY, COY, ENY, and CRY, the category of oenotechnicians/oenologists was compared with the category including all other qualifications (i.e., Agricultural Sciences degree, other subject degree, high school diploma, other). Among oenotechnicians/oenologists, 20% of them did not know AFY, while 18% of them knew it. Only 4% of oenotechnicians/oenologists currently use it, while it is not used by any of the other category participants. COY was the yeast formulation less known by the participants of the questionnaire (64%). Surprisingly, this formulation was less known to oenotechnicians/oenologists (36%) compared to those who do not have an enological qualification (28%). Only 2% of oenotechnicians/oenologists stated that they are currently using this formulation. ENY was unknown to 16% of oenologists and to 23% of participants with another qualification. Only 2% of oenologists used it for fermentation processes, while almost none of the participants of "other qualification" currently use it. CRY was mainly known and used by the oenotechnicians/oenologists: 16% knew it, 18% admitted knowing it without ever having used it, 7% had abandoned it, and 4% currently use it. On the contrary, in the category of "other qualifications", this formulation was unknown to 28% of the participants and nobody currently uses it. This is probably due to the major contact of the oenotechnicians/oenologists with the yeast-producing companies and therefore they are immediately updated on the new products on the market. Except for the ADY, the data collected for the other yeast formulations showed significant differences in terms of knowledge and use for the oenotechnicians/oenologists category. In this regard, for AFY, COY, ENY, and CRY, the category of oenotechnicians/oenologists was compared with the category including all other qualifications (i.e., Agricultural Sciences degree, other subject degree, high school diploma, other). Among oenotechnicians/oenologists, 20% of them did not know AFY, while 18% of them knew it. Only 4% of oenotechnicians/oenologists currently use it, while it is not used by any of the other category participants. COY was the yeast formulation less known by the participants of the questionnaire (64%). Surprisingly, this formulation was less known to oenotechnicians/oenologists (36%) compared to those who do not have an enological qualification (28%). Only 2% of oenotechnicians/oenologists stated that they are currently using this formulation. ENY was unknown to 16% of oenologists and to 23% of participants with another qualification. Only 2% of oenologists used it for fermentation processes, while almost none of the participants of "other qualification" currently use it. CRY was mainly known and used by the oenotechnicians/oenologists: 16% knew it, 18% admitted knowing it without ever having used it, 7% had abandoned it, and 4% currently use it. On the contrary, in the category of "other qualifications", this formulation was unknown to 28% of the participants and nobody currently uses it. This is probably due to the major contact of the oenotechnicians/oenologists with the yeast-producing companies and therefore they are immediately updated on the new products on the market.
A further confirmation of the diffusion of the different yeast formulations was revealed by the correlation indexes. In fact, ADY was negatively correlated with all the other yeast formulations, while AFY, COY, ENY, and CRY resulted positively correlated to each other (Table 1). These data indicate the high use of ADY that is the predominant yeast formulation diffused in the wine industry A further confirmation of the diffusion of the different yeast formulations was revealed by the correlation indexes. In fact, ADY was negatively correlated with all the other yeast formulations, while AFY, COY, ENY, and CRY resulted positively correlated to each other (Table 1). These data indicate the high use of ADY that is the predominant yeast formulation diffused in the wine industry in comparison to the other yeast formulations admitted; AFY, COY, ENY, and CRY are only barely employed in a comparable way even because high and positive correlation indexes were found among them (>0.8). Partial least square analysis (PLS) was performed with the purpose of understanding the influence of age, position, and use of the different yeast formulations considering variable importance of projection (VIP) scores. Four components were found explaining 41% of the variance; in particular, P1, P2, and P3 resulted significant explaining 15% of variance for seven interactions, 14% of variance for six interactions, and 15% of variance for eight interactions, respectively, for P1, P2, and P3. P4 was not significant and it explained 14% of variance. It is interesting to note the variable most important was ADY when considering both yeast formulations/age and yeast formulations/age/position ( Table 2). Age (≤30 years) showed a higher influence among the age ranges considered and major importance scores were found for consultant, owner, and employee when the position was also considered. This suggests a link exists between the choices concerning the winemaking process, specifically the use of certain yeast formulation, and younger individuals dealing with the wine production with greater decisions depending on consultants and owners.

Indigenous Yeast or Selected Yeast: This is the Question
The oenological practice to perform the inoculum starter yeast strain(s) ensuring the alcoholic fermentation to be concluded is usually carried out by several wineries. However, spontaneous fermentations, conducted by different Saccharomyces and non-Saccharomyces yeasts, are getting increasing interest, at biotechnological level as well, in order to preserve the terroir characteristics and differentiate the wine style in terms of aroma complexity [24].
Data regarding the use of indigenous yeasts in wine industry (including both winemaking and marketing aspects) showed that there were few significant differences regarding the participants' opinion to the sentences in the questionnaire. In particular, the highest mean values (>3) were found for "Get more communication and product differentiation" (mean value: 3.42), "Use a yeast that permanently resides in a certain vineyard or in a certain cellar (terroir)" (mean value: 3.15), and "Get higher quality wines" and "Respond to market demands" (mean value: 3.07) ( Table 3). These sentences belonged to both winemaking and marketing parts indicating the great importance of both aspects for the wine industry. The mean values that had the lowest mean value was "Produce more natural wines" (2.63). The two extremes represented marketing and winemaking parts for the highest and lowest mean values, respectively. Therefore, the interactions between the answers of these two sentences and different fields of the questionnaire were therefore evaluated.
The sentence relating to the possibility of using autochthonous yeasts to produce more natural wines did not find the agreement of oenologists (mean value: 2.44). Furthermore, the coefficient of variation is very low, and it means that oenotechnicians/oenologists mostly have the same opinion on the sentence. Participants with a different qualification expressed a moderate disagreement regarding this statement (mean value: 2.93). Regarding the possibility of obtaining greater productive communication with the use of autochthonous yeasts, oenotechnicians/oenologists were very much in agreement with this sentence (average value: 3.47). However, participants with other qualifications were in agreement with the content of the sentence (average value: 3.34). This result shows that the necessities linked to marketing are perceived even by people with multiple qualifications, unlike the needs of winemaking (Table 3).
Both the over and the under 40 years did not agree on the use of autochthonous yeasts to obtain more natural wines. In particular, the under-40s showed greater disagreement (mean value: 2.46) with respect to the older class (2.80). Instead, with the phrase concerning the use of indigenous yeasts to obtain a greater differentiation of the product, both age groups were in agreement on the same opinion, that is the autochthonous yeast could be an optimal instrument of productive communication. (Table 4). Table 4. Mean values and coefficients of variation related to the interactions between use of indigenous yeast for the two statements having the lowest (Produce more natural wines) and highest (Get more communication and product differentiation) mean values, and qualification (oenotechnicians/oenologists; other) and age (>40 years old; ≤40 years old). The correlation indexes among the statements describing the reasons why certain yeast formulation is used for the winemaking was calculated ( Table 5). The results showed that the two aspects having Beverages 2020, 6, 33 9 of 16 major impact for the choice of indigenous yeast are related to the winemaking: "Use a yeast permanently residing in a certain terroir" and "Get higher quality wines" (r = 0.960). The latter was also highly correlated to "Respond to market demands" (r = 0.955) indicating the strong attention on production of quality wine as a consumers' request. The fundamental role of consumer-related choices was found for the respect of the terroir (r = 0.927) that affects the expectation of specific wine characteristics. The lowest correlation values were determined among "Get more communication and product" and "Produce more natural wines" (r = 0.090) and "Simplify the work in the cellar" (r = 0.099). These findings indicate the negligible influence of the communication strategies in terms of production of natural wine. However, the production of more natural wine seems to make easier the winemaking management as high positive correlation was found with "Simplify the work in the cellar" (Table 5). The perception of the wineries on the use of autochthonous yeasts regards the production of quality wine in which the terroir characteristics are preserved and as a procedure to effectively respond to the consumers' demands and expectations.

Statement Subsample Characteristic Mean Value Coefficient of Variation
Particular attention was given to the use of CRY since it represents an emerging yeast formulation recently allowed by OIV that can make a bridge among the winemaking and marketing aspects mentioned above.

The Cream Yeast: Formulation for the Future?
More information about the knowledge of CRY was asked of the participants. Regarding the channel of knowledge ("How did you learn about CRY?"), 35% of respondents knew CRY thanks to selling companies, 14% through the university, 14% belonged to the "other" category, 13% thanks to work experience, 9% from sector articles, 8% thanks to colleagues, and 7% through conventions (Figure 2a). possible to observe that the adoption of CRY is an extremely current choice.
However, only 4% of respondents have already adopted CRY for the vinification of all production volumes. Instead most of the interviewees (96%) have used it only on part of the production, probably to carry out experimental tests and evaluate the advantages and disadvantages of this emerging yeast formulation. According to the data, CRY has been inoculated to obtain the following types of wines: sparkling wine (30%), red wine (30%), white wine (22%), passito wine (7%), both red and white wine (7%), and both white and rosé wine (4%) (Figure 2d). The interactions between the general data (age, education, qualification), the use of CRY, the volume of wine produced was evaluated by means of the principal component analysis (PCA). Four components were found explaining 38% of the variance; in particular, P1 was significant and it explained 14% of the variance. The significance of both P2 and P3 was unknown and they explained 10% and 7% of variance, respectively, for P2 and P3. P4 was not significant and it explained 7% of the variance. The results showed the oenotechnicians/oenologists were more involved with the use of CRY for those being less than 40 years old in case of employees in particular. CRY did not result in use for wine production lower than 500 hL, while it was used even in the wineries where more than 20,000 hL of wine is produced (Figure 3). This could be due to the major contacts of bigger wineries  Then interviewees were asked the reason for using/not using CRY. Participants who did not use CRY underlined the following problems: difficult availability (20%), irreplaceable ADY (15%), high price (7%), disappointed expectations (7%), poor shelf-life (7%), poor practicality (7%), poor product conviction (3%), and non-performing formulation (2%) (Figure 2b). As 32% of participants did not express their own opinion, maybe this choice is due to a company policy or to the lack of the product knowledge. Participants who used CRY explained that they ran a test (72%), used it for a production differentiation (17%), and were curious about the new product on the market (11%) (Figure 2c). Most of the participants used the CRY for a test, probably because they do not fully trust a product that has recently appeared on the market and they would understand the influence of CRY on the overall wine characteristics.
A total of 46% of the participants in the questionnaire adopted CRY in 2018. In particular, 25% of them have used it for a year, 14% for 2-3 years, and 20% for more than 3 years. From the data it is possible to observe that the adoption of CRY is an extremely current choice.
However, only 4% of respondents have already adopted CRY for the vinification of all production volumes. Instead most of the interviewees (96%) have used it only on part of the production, probably to carry out experimental tests and evaluate the advantages and disadvantages of this emerging yeast formulation. According to the data, CRY has been inoculated to obtain the following types of wines: sparkling wine (30%), red wine (30%), white wine (22%), passito wine (7%), both red and white wine (7%), and both white and rosé wine (4%) (Figure 2d).
The interactions between the general data (age, education, qualification), the use of CRY, the volume of wine produced was evaluated by means of the principal component analysis (PCA). Four components were found explaining 38% of the variance; in particular, P1 was significant and it explained 14% of the variance. The significance of both P2 and P3 was unknown and they explained 10% and 7% of variance, respectively, for P2 and P3. P4 was not significant and it explained 7% of the variance. The results showed the oenotechnicians/oenologists were more involved with the use of CRY for those being less than 40 years old in case of employees in particular. CRY did not result in use for wine production lower than 500 hL, while it was used even in the wineries where more than 20,000 hL of wine is produced (Figure 3). This could be due to the major contacts of bigger wineries to yeast selling companies as well as to the possibility for them of performing tests or modifying existing winemaking procedures but still maintaining the traditional ones. The above-mentioned findings were highlighted by comparing P1 (significant) with both P2 (Figure 3a) and P3 (Figure 3b) (unknown significance). In both cases, the major characteristics related to the use of CRY are oenotechnicians/oenologists as qualification, less than 40 years old, employees as position, and high volume of wine produced (more than 2000 hL). On the contrary, the main outcomes of PCA showed small production volumes (lower than 500 hL), "other" qualification, and age range 40-60 years old regarded the use of yeast formulations other than CRY.
Beverages 2020, 6, x FOR PEER REVIEW 11 of 16 to yeast selling companies as well as to the possibility for them of performing tests or modifying existing winemaking procedures but still maintaining the traditional ones. The above-mentioned findings were highlighted by comparing P1 (significant) with both P2 (Figure 3a) and P3 (Figure 3b) (unknown significance). In both cases, the major characteristics related to the use of CRY are oenotechnicians/oenologists as qualification, less than 40 years old, employees as position, and high volume of wine produced (more than 2000 hL). On the contrary, the main outcomes of PCA showed small production volumes (lower than 500 hL), "other" qualification, and age range 40-60 years old regarded the use of yeast formulations other than CRY.  A further confirmation of the major role played by employees with qualification of oenotechnician/oenologists was demonstrated by the higher power shown in the PCA matrix. The winery owner also influenced the choice of using CRY, but with lower strength in comparison to the employee (Table 6).

Conclusions
In conclusion, the collected data show different levels of knowledge and use about the yeast formulations recognized by OIV. As expected, ADY formulation was the most consolidated product among the wineries of the sample. It is widely known not only by experts of wine sector (oenologists), but also by those persons who have a different qualification. The other yeast formulations are in general little known by the sample. Oenotechnicians and oenologists seem to be more prepared on the knowledge and use of formulations approved by OIV, even though some are still spread little in the wine world (e.g., COY). Data from the second section shows that there is not a predominantly positive or negative participants' opinion regarding the sentences about "autochthonous yeasts". However, the interviewees show disagreement about the possibility of using autochthonous yeasts in order to obtain more "natural wines". While they agree on the possibility of using indigenous yeasts to obtain greater communication and productive differentiation.
Regarding CRY, the oenotechnicians/oenologists category is the one most informed about this formulation, but only a minority had the opportunity to use it. Furthermore, although yeast selling companies are promoting the use of this new formulation, CRY is still little known by many cellars. Wineries that use CRY (4% of the sample) mainly adopt it on a part of the production to make a comparison between the wine obtained with this formulation and one produced with other yeast formulations. Moreover, some interviewees are not interested by a new formulation, indicating a partial closure toward innovative approaches, but recognize in cream yeast a potential tool to increase communication and product differentiation.
This survey certainly allowed us to evaluate the most used and known formulations and could have anticipated future trends in the use of yeast formulations, determined by the market demands for diversified, unique, and environmentally sustainable products. CRY formulation would result in the application of precision enology to support and confirm the link between the territory and the wine. Based on the following definitions of indigenous (or autochthonous) yeast and selected yeast: • Indigenous (or autochthonous) yeast: yeast belonging to the natural microflora of grapes able to initiate, to lead and to complete the spontaneous fermentations of grape musts • Selected yeast: yeast that can guarantee a rapid start of fermentation and a quick inhibition of indigenous yeasts, as well as responding to specific technological and quality characteristics.
How much do you agree with the following statements? Indicate a score between 1 (strongly disagree) to 5 (strongly agree) *.
The use of autochthonous yeasts can be helpful for the producers to: How did you know the cream yeast? * b.
Why do you use it/do not you use it/you use it no? * c.
If you use the cream yeast, for how long? more than 3 years from 2-3 years from 1 year from this year d.
On which part of the wine production did/do you use the cream yeast?
On the entire production On a part of the production (please specify in the next paragraph the wine(s) produced with cream yeast): e. Indicate the wine production(s) carried out with yeast cream.