1 A new methodology to determine cell wall mannoprotein content and release in 2 wine yeasts 3 4 Manuel Quirós1*, Pilar Morales1, Laura Pérez-Través2, José M. Barcenilla3 and Ramon 5 Gonzalez1,3 6 7 1 8 2 9 Alimentos (CSIC), Burjassot, Valencia, Spain 10 3 Instituto de Ciencias de la Vid y del Vino (CSIC-UR-CAR), Logroño, La Rioja, Spain Departamento de Biotecnología. Instituto de Agroquímica y Tecnología de los Instituto de Fermentaciones Industriales (CSIC), Madrid, Spain. 11 12 * Author to whom correspondence should be addressed: 13 Instituto de Ciencias de la Vid y del Vino (CSIC-UR-CAR) 14 C/ Madre de Dios, 51 15 26006 Logroño, La Rioja 16 Spain 17 Phone: +34 941 299691 18 Fax: +34 941 299608 19 e-mail: mquiros@icvv.es 20 21 22 23 24 25 1 26 Abstract 27 Representing around 40% of the cell wall dry weight, mannoproteins are complex 28 macromolecules structurally composed of polymers of sugar, 98% being mannose, 29 covalently linked to peptides. Along the last two decades, these compounds have gained 30 ground as very relevant molecules in the field of winemaking, mainly due to their 31 positive contributions in the development of appreciated organoleptic features and to 32 their contribution in the chemical stabilization of wine. Several methodologies have 33 been recently proposed to achieve the quantification of these compounds. However, 34 these methodologies are laborious, time consuming and do not allow a global 35 quantification of these macromolecules. In this paper, an easy, reliable and fast forward 36 methodology for the quantification of mannoproteins in model must is proposed and 37 evaluated. Its application in the quantification of mannoproteins content in yeast cell 38 wall is also demonstrated. 39 40 41 42 43 44 45 46 47 Keywords: wine yeast, mannoproteins, cell wall, polysaccharide quantification 48 49 50 2 51 1. Introduction 52 Over the last two decades, yeast mannoproteins have become a hot topic in the field of 53 winemaking. Numerous studies have clearly proven the multiple positive contributions 54 of these molecules to the overall vinification process (Doco, Vuchot, Cheynier & 55 Moutounet, 2003; Dupin et al., 2000; Dufour & Bayonove, 1999; Guadalupe & 56 Ayestarán, 2008). Among their most outstanding enological features, mannoproteins 57 contribute to the chemical stabilization of wine by preventing crystallization of tartrate 58 salts (Feuillat, Charpentier & Nguyen van Long, 1998; Gerbaud et al., 1996) and 59 protecting against protein haze (Dupin et al., 2000; Gonzalez-Ramos, Cebollero & 60 Gonzalez, 2008; Gonzalez-Ramos & Gonzalez, 2006; Gonzalez-Ramos, Quirós & 61 Gonzalez, 2009; Waters, Pellerin & Brillouet, 1994). These highly glycosylated proteins 62 stimulate growth of lactic-acid bacteria in wine environments and thus the development 63 of malolactic fermentation (Guilloux-Benatier & Chassagne, 2003) and allow a 64 reduction in the concentration of some undesired compounds such as ochratoxin A 65 (Ringot, Lerzy, Bonhoure, Auclair, Oriol & Larondelle, 2005). Furthermore, 66 mannoproteins have a relevant impact on the sensorial properties of wine as they retain 67 aroma compounds (Lubbers, Voilley, Feuillat & Charpentier, 1994), reduce astringency, 68 improve the foaming properties of sparkling wines (Núñez, Carrascosa, Gonzalez, Polo 69 & Martínez-Rodríguez, 2006) and increase the body, sweetness, roundness and 70 mouthfeel of the final product (Guadalupe, Palacios & Ayestarán, 2007; Vidal et al., 71 2004). 72 Mannoproteins are mainly located in the outermost layer of the yeast cell wall, where 73 they act as structural components and are partially responsible for its permeability (Klis, 74 Mol, Hellingwerf & Brul, 2002). On average, 30% of their structure corresponds to the 75 protein fraction, while the remaining 70% corresponds to sugar residues, 98% of which 3 76 are mannose. The release of yeast mannoproteins during wine making mainly takes 77 place when alcoholic fermentation has come to an end. At that point, cell viability 78 drastically decreases and cell death leads to the release of its constituents in a 79 phenomenon known as autolysis. 80 Although little is known about the genetic determinants involved in the secretion of 81 mannoproteins during wine fermentations, several recent papers have cast light onto this 82 issue (Gonzalez-Ramos et al., 2006; 2008; 2009). The results presented in these works 83 have led to the development of a new methodology to obtain wine yeast strains 84 overproducing mannoproteins (Quirós, Gonzalez-Ramos, Tabera & Gonzalez, 2010). 85 While working on this topic, the need to establish a standardized and reliable 86 methodology to perform the quantification of these molecules became obvious. Some 87 currently available methodologies are either unspecific (Segarra, Lao, López-Tamames 88 & de la Torre-Boronat, 1995) or complicated and laborious and do not allow a clear 89 overall quantification of the release of mannoproteins (Palomero, Benito, Morata, 90 Tesfaye, González & Suárez-Lepe, 2009) 91 In the present paper, a simple and reliable methodology to quantify the release of 92 mannoproteins by yeast strains in a synthetic medium and in model must and to 93 determine their concentration in the cell wall is proposed and evaluated. Correlation 94 studies to predict the potential behaviour of yeast strains in mannoproteins release in 95 wine fermentations have also been investigated. 96 97 2. Materials and Methods 98 99 2.1. Strains and culture conditions 4 100 Eight different S. cerevisiae strains and one hybrid S. cerevisiae x S. kudriavzevii were 101 used in this work. Within the first set of strains, BM45, D254, EC1118, T73 and VRB 102 are wine yeast strains commercialised by Lallemand Inc. (Ontario, Canada). IFI87 and 103 IFI475 are non-commercial winemaking strains obtained from the Instituto de 104 Fermentaciones Industriales culture collection (CSIC)while BY4743 is a reference 105 laboratory strain obtained from the Euroscarf consortium. Finally, W27, the only natural 106 S. cerevisiae x S. kudriavzevii hybrid used (Gonzalez, Barrio, Gafner & Querol, 2006) 107 was originally isolated in Wädenswil, Switzerland, and is also commercialised by 108 Lallemand Inc. Strains were routinely maintained on YPD plates, containing 2% 109 glucose, 2% peptone, 1% yeast extract and 2% agar. 110 The release of mannoproteins and polysaccharides and the mannoprotein content in the 111 cell wall of the selected strains was studied in two different media. Firstly, 112 fermentations were performed in 50 mL of GCY, a synthetic medium containing 2% 113 glucose (Sigma-Aldrich, St. Loius, MO), 2% BactoTM Casamino Acids (BD, Sparks, 114 USA) and 0.67% DifcoTM Yeast Nitrogen Base (BD) during 24 hours at 30 ºC and 150 115 rpm shaking. In a second step, industrial strains were used in order to perform 116 fermentations in a synthetic must (pH 3.5) containing 10% glucose, 10% fructose, 0.6% 117 citric acid, 0.6% malic acid (all of them from Sigma-Aldrich), 0.17% YNB without 118 aminoacids and ammonium sulphate (Difco), 306 mg/L NH4Cl (Panreac, Barcelona, 119 Spain) and 2/3 of the amount of aminoacids used in the control synthetic grape must 120 (CNC) described by Beltran, Novo, Rozès, Mas and Guillamon (2004), corresponding 121 to 200 mg/L of yeast assimilable nitrogen. In this case, fermentations were performed in 122 100 mL borosilicate glass bottles (Schott AG, Mainz, Germany) containing 50 mL of 123 medium. Bottles were capped with Müller valves filled with vaseline oil and incubated 5 124 at 25 ºC without shaking. Fermentation time courses were monitored by determining the 125 production of CO2 expressed as weight loss until weight was constant. 126 Inocula were grown in YPD broth o/n, washed twice in sterile distilled water and 127 inoculated at a final concentration of 106 cells/mL (approximately 0.1 units O.D.600nm). 128 129 2.2. Quantification of total mannoproteins and polysaccharides released during 130 fermentation 131 When all fermentations were finished, i.e. sugar was depleted, cultures were centrifuged 132 at 10,000 rpm for 5 min and 3 mL of each supernatant gel filtered through 30 x 10 mm 133 Econo-Pac® 10 DG disposable chromatography columns (Bio-Rad Laboratories, 134 Hercules, CA) and eluted with 4 mL distilled water in order to isolate the non-retained 135 macromolecular fraction. For samples corresponding to fermentations in synthetic must, 136 3 mL of the eluted fraction were filtered again using the same type of columns and 137 eluted with 4 mL of distilled water. For samples corresponding to fermentations in GCY 138 medium, this second filtration step was not necessary. Once the macromolecular 139 fraction was obtained, it was concentrated and subjected to a double analysis. On one 140 side, 3 aliquots of 200 μL were subjected to the phenol-sulphuric acid method described 141 by Segarra et al. (1995) in quadruplicates. Absorbance at 490 nm was determined using 142 a UV-1800 Shimadzu spectrophotometer (Shimadzu Corp., Kyoto, Japan). In parallel, 143 two aliquots of 2 mL were concentrated in 2 mL screw-capped microtubes (Sarstedt, 144 Nümbrecht, Germany) using a miVac DNA centrifugal concentrator (Genevac Ltd, 145 Suffolk, UK) at 60 ºC until complete evaporation. Resulting pellets were carefully 146 resuspended in 100 µL of 1 M H2SO4. Tubes were tightly capped and placed in an oven 147 at 100 ºC for 4 hours to undergo acid hydrolysis. After this treatment, tubes were briefly 148 spun down, 10 fold diluted using 900 µL of miliQ water, filtered through 0.45 µm pore 6 149 size Nylon filters (Scharlab, Sentmenat, Spain) and subjected to HPLC analysis for 150 quantification of the glucose and mannose released during hydrolysis. For the 151 preparation of a standard curve, serial aqueous dilutions of commercial mannan from S. 152 cerevisiae (Sigma-Aldrich) containing 10 different concentrations, ranging from 250 to 153 25 mg/L, were prepared and subjected to the double hydrolysis described above. 154 155 2.3. Determination of the relative mannoprotein content of the yeast cell wall 156 In order to obtain an indicative value of the mannoprotein content in the yeast cell wall, 157 two samples of 3 mL of each of the fermentations performed in GCY and synthetic 158 must were centrifuged, supernatant discarded and cells washed twice with 5 mL sterile 159 distilled water. Pellets were then subjected to acid hydrolysis following the protocol 160 described above (subsection 2.2). The glucose and mannose content was determined by 161 HPLC and the mannose:glucose ratio of the cell wall calculated. 162 163 2.4. Stability of the hydrolysed samples 164 In order to check the stability of the hydrolysed samples, a cell wall hydrolysis 165 corresponding to strain EC1118 was prepared as mentioned above, aliquoted in 166 eppendorf tubes and stored at -20, 4 and 28 ºC for 5 and 15 days. After that time, 167 samples were analyzed by HPLC and the mannose:glucose ratio obtained compared to 168 the one observed for the same sample analyzed just after the hydrolysis had been 169 performed. 170 171 2.5. Method reproducibility and repeatability 172 In order to characterize the reproducibility and repeatability of the methodology 173 proposed and compare it to those obtained for the phenol-sulphuric method used as 7 174 reference, 15 mL of a macromolecular fraction from two independent cultures of the 175 strains EC1118 and T73 in synthetic must were obtained by column filtration as 176 described above. Three independent manipulators performed a double hydrolysis of the 177 concentrated macromolecular fraction followed by HPLC analysis and a triple 178 determination of the total polysaccharide content using the phenol-sulphuric method in 179 two different types of commercial 2 mL tubes in order to analyze the possible effect of 180 the shape and/or the plastic material in the determination. 181 182 2.6. HPLC analysis of hydrolysates, musts and wines 183 To determine the concentration of glucose and mannose resulting from the acid 184 hydrolysis of both the macromolecular fractions and yeast cell walls samples were 185 filtered through 0.22 pore size nylon filters (Symta, Madrid, Spain) and injected in 186 duplicate in a Surveyor Plus chromatograph (Thermo Fisher Scientific, Waltham, MA) 187 equipped with a refraction index detector (Surveyor RI Plus Detector). The column 188 employed was a HyperREZTM XP Carbohydrate H+ 8μm (Thermo Fisher Scientific) 189 assembled to its correspondent guard column. 1.5 mM H2SO4 was used as the mobile 190 phase with a flux of 0.6 mL/min and a column temperature of 50 ºC. Each sample was 191 run for 20 minutes. Standard solutions of mannose and glucose used for the construction 192 of the calibration curves were prepared using a 100 mM H2SO4 aqueous solution instead 193 of miliQ water to mimic the conditions found after hydrolysis. 194 To determine the initial and final concentration of the main metabolites present in the 195 fermentations performed in synthetic must, i.e. glucose, fructose, ethanol and glycerol, 196 the same system was used. Prior to injection, samples were centrifuged for cell removal, 197 filtered through 0.45 nylon filters and diluted 5 or 10-fold in miliQ water. In this case, 198 samples were run for 30 minutes. 8 199 200 2.7. Statistical analysis of data 201 Determination of all parameters was performed in duplicate, except for the 202 determination of the polysaccharides released following the phenol-sulphuric method, 203 performed, if not differently stated, in quadruplicate. Reproducibility was analysed by 204 one-way ANOVA and the Dunnett test for comparison of means. Bivariate correlation 205 between the variables analysed was determined by Pearson’s correlation coefficient. In 206 both cases the SPSS 15.0 software (SPSS Inc., Chicago, IL) was used. Regression 207 analysis of data was performed using Microsoft® Excel 2000 software. 208 209 3. Results and discussion 210 3.1. Method robustness 211 In order to test if the proposed methodology was suitable for the quantification of the 212 total mannoproteins content of an aqueous solution, a serial dilution of commercial 213 mannan from S. cerevisiae was subjected to a double analysis: acid hydrolysis with 214 H2SO4 followed by HPLC determination of mannose and glucose, and determination of 215 total polysaccharides performed by the phenol-sulphuric method. Sulphuric acid was 216 chosen to perform the hydrolysis because it has been proven as the most efficient and 217 reliable acid for this purpose (Garleb, Bourquin & Fahey, 1989). 218 The relationship found between the concentration of mannan in the solution and the 219 concentration of mannose released 220 quantification could be perfectly fitted to a regression line (y = 0.772x + 1.663) with a 221 R2 = 0.999. The limits of detection and quantification of this method were calculated as 222 3 and 10 times the signal/noise ratio, respectively. The limit of detection for glucose and after acid hydrolysis determined by HPLC 9 223 mannose was 0.40 and 0.39 mg/L while the limit of quantification was 1.34 and 1.30 224 mg/L, respectively. 225 Similar results were obtained using the phenol-sulphuric methodology used for 226 comparison. In this case, data from the concentration of mannan and absorbance at 490 227 nm could also be fitted to a regression line presenting a very reliable regression 228 coefficient (y = 0.010x + 0.047, R2 = 0.999). When the correlation between all the 229 variables analysed in this two sets of experiments, i.e. mannan concentration, mannose 230 concentration after hydrolysis and absorbance at 490 nm, was studied, a Pearson’s 231 correlation coefficient of 1.00 was obtained for all of them. However, our experience 232 using the phenol-sulphuric method during several years made us realize that it was quite 233 difficult to obtain an optimal repeatability using such technique and the reproducibility 234 obtained when different manipulators were involved in the analysis was deficient. This 235 fact will be tackled in depth in a subsequent section. 236 237 3.2. Mannoprotein content of GCY after yeast fermentation 238 Once proven that the concentration of mannose correlated significantly with the 239 concentration of a complex polymer such as mannan with the proposed methodology 240 (p<0.01), we decided to check if this method could also be applied to a macromolecular 241 fraction isolated from a synthetic media after yeast fermentation. As a result of the 242 release of mannoproteins and other polysaccharides during fermentation, this medium 243 would be rich in complex macromolecules presenting a similar chemical structure. 244 Fermentations with seven industrial S. cerevisiae strains and one hybrid S. cerevisiae x 245 S. kudriavzevii were performed in duplicate on the complex medium GCY. The 246 polysaccharide content of the macromolecular fractions isolated from the supernatants 247 of these cultures was analysed both by the phenol-sulphuric method and the proposed 10 248 methodology. Fig. 1 depicts the relationship found between the concentration of total 249 polysaccharides and the concentration of mannose (Fig. 1A) or glucose (Fig. 1B) 250 determined by HPLC after acid hydrolysis. Again, and as observed in the standard curve 251 performed with commercial mannan, the relationship between concentration of mannose 252 and the concentration of total polysaccharides can be fitted to a regression line that 253 presents a R2 of 0.994. 254 This relationship does not exist in the case of the concentration of glucose measured 255 after hydrolysis and the concentration of total polysaccharides in the supernatants (Fig. 256 2B). Indeed, when correlation studies were performed, mannose content and total 257 polysaccharides significantly correlated (p<0.01) in the two sets of fermentations while 258 glucose and total polysaccharides did not (even setting down the significance level, 259 p<0.05). 260 Another interesting fact is that the mannose content after acid hydrolysis also correlated 261 with the mannose:glucose ratio of the macromolecular fraction of the supernatants in 262 both sets of fermentations. This indicates that the differences in mannoproteins release 263 found within the strains studied does not necessarily imply an increased release in some 264 other cell wall polysaccharides as, for example, β-glucans (measured as glucose after 265 acid hydrolysis). The differences observed in the release of total polysaccharides 266 between the strains can be mainly explained by a difference in the secretion of 267 mannoproteins (measured as the total amount of mannose). 268 269 3.3. Mannoprotein content of synthetic must after yeast fermentation 270 Fig. 2A shows the relationship found between the mannose obtained after acid 271 hydrolysis of the macromolecular fraction of the supernatants (see a representative 272 chromatogram in Fig. 3A) and the total polysaccharides measured by the phenol- 11 273 sulphuric method. In this case, these two variables could be fitted to a regression line 274 with a R2=0.810. Correlation between these variables was highly significant (Pearson’s 275 correlation coefficient = 0.900, p<0.01). When the sum of the concentrations of 276 mannose and glucose obtained after hydrolysis was plotted against the concentration of 277 total polysaccharides measured using the phenol-sulphuric method (Fig. 2B) data could 278 be fitted to a significantly improved regression line (R2=0.977). Correlation analysis 279 between these variables rendered a Pearson’s coefficient of 0.988, p<0.01. 280 These data indicate that for one of the wine yeast strains used in this study, W27, the 281 difference in the release of total polysaccharides to the medium cannot only be 282 explained by an increase in mannoprotein release but also by an over secretion of 283 another polysaccharide that does not present mannose as the main sugar. Fig. 4 shows 284 the values of glucose and mannose after acid hydrolysis of the macromolecular fractions 285 of two fermentations in synthetic must (A and B). Excluding W27, values of glucose for 286 all the strains tested ranged between 1.98 and 4.33 mg/L in both sets of fermentations. 287 Glucose values obtained for W27 were clearly and significantly different from the rest 288 of the strains (8.45±0.27 for fermentation A and 10.26±0.003 for fermentation B). 289 This data support, once again, that acid hydrolysis of the macromolecular fractions 290 isolated after fermentation in a synthetic must is a suitable strategy for the quantification 291 of the mannoproteins released. In this case, it was necessary to filter the 292 macromolecular fractions through the 10 DG chromatography columns twice, as some 293 malic acid was eluted in the first filtration and interfered in the HPLC quantification of 294 glucose and mannose. 295 296 3.4. Mannoproteins content in the cell wall 12 297 As the methodology had proven its usefulness for determining the amount of 298 mannoproteins released during yeast fermentation, we decided to apply it in order to 299 determine the mannose:glucose ratio in the yeast cell wall since this feature could be 300 indicative for the potential of the release of mannoproteins in wine fermentations. 301 The application of the proposed methodology to the quantification of mannoproteins of 302 cell wall was inspired by the method published by François (2006). It should be 303 mentioned that our methodology does not aim to determine the polysaccharide 304 composition of the yeast cell wall quantitatively but to quantify the mannoproteins in it, 305 measured as the amount of mannose released after hydrolysis. 306 In first place, hydrolysis of cells harvested from 1, 3 and 5 mL of cultures were 307 performed for the EC1118 strains in order to analyze if significant differences in the 308 mannose:glucose ratio were found depending on the amount of biological material 309 analyzed. No statistically significant differences were found between the three amounts 310 used (data not shown). From that moment onwards, all cell wall hydrolysis were 311 performed on cells harvested from 3 mL of culture (Fig. 3B). It is important to point out 312 that cells were not dried prior to hydrolysis and, therefore, the concentration of 313 mannoproteins per g of dry weight was not calculated. This data can easily be obtained 314 if an equivalent volume of culture is used for such determination. 315 It should be remarked that the reduction of, among others, this step allows an important 316 reduction of time and reagents compared to the methodology described by François 317 (2006). While preparation of 1 to 30 samples prior to quantification by HPLC will not 318 take more than 6 hours, it would take around two and a half days in the protocol 319 proposed by François (2006). Furthermore, based on our experience, steps performed 320 for drying the biomass, wetting the dry cell wall mass before hydrolysis and 321 neutralizing after hydrolysis are not reproducible and, furthermore, contribute to sample 13 322 instability (data not shown). For these reasons these steps have been skipped in the 323 proposed methodology. This was possible because the HPLC column employed in the 324 quantification of the samples can perfectly tolerate high concentrations of H2SO4 and 325 the mobile phase used is an aqueous solution with 1.5 mM sulphuric acid. 326 327 3.5. Correlation between cell wall parameters and mannoproteins released 328 The correlation between the different variables measured in the two culture media used 329 in the present work was studied in order to analyze if any of the data that could be 330 obtained from a quick fermentation performed in GCY (24 h) could give us some 331 information on the amount of total polysaccharides and mannoproteins that would be 332 released when these strains would be used in industrial grape must fermentations. 333 In the two sets of fermentations performed in GCY medium, the mannose:glucose ratio 334 in the cell wall positively correlates with three different variables: the total amount of 335 polysaccharides released to the medium measured using the phenol-sulphuric method 336 (r=0.813), the concentration of mannose in the macromolecular fraction of the 337 supernatant (r=0.853) and the mannose:glucose ratio found in the macromolecular 338 fraction of the supernatant (r=0.847) (p<0.05). 339 However, in the case of synthetic must, no correlation was found between the 340 mannose:glucose ratio of the cell wall and any of the other variables analyzed and 341 measured in the macromolecular fraction of the supernatants. 342 No correlation was found either between the mannose:glucose ratio of the cell wall and 343 the mannose content in GCY and the same two variables measured in synthetic must. 344 This fact indicates that the mannoprotein content of the cell wall cannot be used to 345 predict the potential of the release of mannoproteins by wine yeast during fermentation. 346 14 347 3.6. Stability of the hydrolysed samples 348 Our main goal in this section was to prove if samples were stable after hydrolysis. This 349 fact would allow an accurate quantification of the concentration of mannose and glucose 350 even if the samples have to be stored for several days prior HPLC analysis. The 351 concentration of these two sugars after 5 days of storage of the samples at the three 352 temperatures tested, i.e. -20, 4 and 28 ºC, did not significantly differ from that obtained 353 when the samples were analyzed just after hydrolysis (data not shown). This proves that 354 sample neutralization is not needed in order to achieve its stabilization. Indeed, when 355 the resulting acid pH of the samples after hydrolysis was neutralized using Ba(OH)2, as 356 indicated by François (2006), this stability was not achieved. It is also noteworthy to 357 mention that the temperature at which the sample is stored prior to injection does not 358 seem to affect the stability either. 359 360 3.7. Method reproducibility and repeatability 361 During several years, our group has focused on the study of the genetic determinants of 362 mannoproteins release in wine yeast (Gonzalez-Ramos et al., 2006; 2008; 2009). In all 363 these studies, the phenol-sulphuric method has always been the chosen methodology to 364 evaluate the release of polysaccharides in must fermentation. When performing these 365 measurements, it became apparent that factors such as the type of eppendorf tube used 366 in the determinations, the time elapsed since the phenol solution had been prepared or 367 the speed of the pipette flush in the addition of the sulphuric acid had a relevant impact 368 on the results, which clearly hamper both the reproducibility and repeatability of the 369 experiments. This is the reason why, in all the experiments, only one manipulator 370 performed five replicates for the measurement of every sample following exactly the 371 same methodology and material. All the sources of variation mentioned above are based 15 372 on our experience but were also originally reported by Dubois, Gilles, Hamilton, Rebers 373 and Smith (1956). 374 In order to prove that the proposed methodology allows an improved repeatability and 375 reproducibility compared to the phenol-sulphuric method, two macromolecular fractions 376 isolated from two different fermentations in synthetic must were independently 377 analyzed in duplicate by three manipulators using both methodologies. Results obtained 378 after the analysis are depicted in Fig. 5. Panels A and B show the results for the 379 polysaccharide concentration of two must fermentations determined by the phenol- 380 sulphuric method in two different types of eppendorf tubes (Tube. 1 and 2). It is 381 noteworthy to mention the differences observed both between manipulators 382 (reproducibility) and between the measurements performed by the same manipulator in 383 the same and different tubes. 384 The values obtained individually by each manipulator in the three replicates performed 385 following the phenol-sulphuric method were first analyzed. The relative standard 386 deviation (RSD) obtained for the concentration of polysaccharides ranged from 3.2% 387 (T73, manipulator no. 3, tube no. 1, Fig. 5B) to 21.9% (EC1118, manipulator no. 1, tube 388 no. 1, Fig 6A). When the results obtained by the different manipulators for the same 389 macromolecular fraction were compared and statistically analyzed, the RSD ranged 390 from 5.8% (T73, tube no. 1, Fig. 5B) to 13.9% (T73, tube no. 2, Fig. 5B). Furthermore, 391 a clear effect of the type of eppendorf tube used during sample analysis was observed. 392 When the results obtained by the same manipulator for the same macromolecular 393 fraction in the different tubes were compared, the RSD ranged from 0.6% (EC1118, 394 manipulator no. 2, Fig. 5A) to 15,8% (EC1118, manipulator no. 3). The influence of the 395 tube used in the analysis was also pointed out by Dubois et al. (1956), stating that an 396 specific diameter would allow a good mixing without dissipating the heat generated in 16 397 the reaction too rapidly. This represents a key factor, as a high maximum temperature is 398 desired to increase the sensitivity of the reagent. All these data clearly prove the poor 399 repeatability and reproducibility of the phenol-sulphuric method. 400 Fig. 5C and 5D represent the values of glucose and mannose obtained after acid 401 hydrolysis and HPLC quantification of the same macromolecular fractions analyzed in 402 Figs. 5A and 5B. The RSD obtained individually by each independent manipulator for 403 the mannose concentration after the double hydrolysis of the macromolecular fraction 404 ranged from 0.23% (T73, manipulator no. 3, Fig. 5D) to 3.1% (EC1118, manipulator 405 no. 2, Fig. 5C). When the results obtained by the three manipulators for the same 406 macromolecular fraction were compared, the RSD for the mannose concentration was 407 2.3% and 0.9% for EC1118 and T73 respectively, while the RSD for the glucose 408 determination in both fermentations was 1.5 and 1.6%. All these statistical data prove 409 how the proposed methodology allows a significant reduction of the relative standard 410 deviation of all the determinations performed individually by each manipulator 411 (repeatability) and a significant improvement of the reproducibility when data from the 412 three independent manipulators were compared. 413 414 4. Conclusions 415 It can be concluded that the proposed method represents a suitable strategy for the 416 overall quantification of yeast mannoproteins in fermentations performed in synthetic 417 media. This methodology presents a high reproducibility and repeatability when 418 compared with other currently available methodologies usually applied in the field and 419 can be performed with inexpensive and stable reagents and a HPLC equipment. Another 420 relevant advantage is that it allows the quantification of mannoproteins out of the total 17 421 amount of polysaccharides released and it can also be applied to the quantification of 422 the mannoproteins content in the yeast cell wall. 423 424 Acknowledgements 425 This work was supported by the Spanish Ministerio de Ciencia e Innovación (project 426 AGL2006-02558). 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(1995). 501 Spectrophotometric methods for the analysis of the polysaccharide levels in 502 winemaking products. American Journal of Enology and Viticulture, 46(4), 564-570. 503 - Vidal, S., Francis, L., Williams, P., Kwiatkwoski, M., Gawel, R., Cheynier, V., 504 Waters, E., (2004). The mouth-feel properties of polysaccharides and anthocyaneins in a 505 wine like medium. Food Chemistry 85(4), 519-525. 506 - Waters, E.J., Pellerin, P., & Brillouet, J.M. (1994). A Saccharomyces mannoprotein 507 that protects wine from protein haze. Carbohydrate Polymers 23(3), 185-191. 508 509 510 511 512 513 514 515 516 517 518 21 519 Figure captions 520 521 Fig. 1. Relationship between the concentration of mannose (A) or glucose (B) released 522 after acid hydrolysis of the concentrated macromolecular fraction of supernatants 523 obtained after yeast fermentation in GCY medium, determined by HPLC, and the 524 concentration of total polysaccharides determined using the phenol-sulphuric method. 525 526 Fig. 2. Relationship between the concentration of mannose (A) or the sum of glucose 527 and mannose (B) released after acid hydrolysis of the concentrated macromolecular 528 fraction of supernatants obtained after fermentation of a synthetic must with 8 different 529 industrial yeast strains, determined by HPLC, and the concentration of total 530 polysaccharides determined using the phenol-sulphuric method. 531 532 Fig. 3. HPLC chromatograms depicting the peaks of glucose and mannose obtained 533 after acid hydrolysis of a concentrated macromolecular fraction isolated from a 534 synthetic must fermented by the yeast strain EC1118 (A) and after applying the same 535 methodology to EC1118 yeast cells (B). 536 537 Fig. 4. Concentration of glucose and mannose determined by HPLC after acid 538 hydrolysis of the concentrated macromolecular fraction derived from two sets of 539 fermentations in synthetic must with the eight industrial yeast strains included in this 540 study. 541 542 Fig. 5. Comparison of the repeatability and reproducibility of the proposed 543 methodology with the phenol-sulphuric method. 22 544 Panels A) and B): concentration of total polysaccharides measured by three different 545 manipulators in a macromolecular fraction isolated from the fermentation of a synthetic 546 must with two different yeast strains (EC1118, panel A; T73, panel B) using two 547 different types of eppendorf tubes (Tube 1, white columns; Tube 2, black columns). 548 Panels C) and D): concentration of mannose and glucose determined by HPLC after 549 acid hydrolysis of a macromolecular fraction isolated from the fermentation of a 550 synthetic must with two different yeast strains (EC1118, panel A; T73, panel B) 551 performed by three different manipulators (Man. 1, white columns; Man. 2, black 552 columns; Man. 3, grey columns). 553 23 A Total polysaccharides (mg/L) 555 Figure 1 60 y = 1,755x - 0,385 R² = 0,993 50 40 30 20 10 0 0 10 20 30 40 Mannose (mg/L) B Total polysaccharides (mg/L) 554 60 y = -2,600x + 37,69 R² = 0,005 50 40 30 20 10 0 0,0 0,5 1,0 1,5 2,0 2,5 Glucose (mg/L) 24 556 Figure 2 557 B y = 1,743x - 6,683 R² = 0,837 Total polysaccharides (mg/L) Total polysaccharides (mg/L) A 80 60 40 20 80 y = 1,263x + 3,864 R² = 0,982 60 40 20 0 0 0 20 40 Mannose (mg/L) 60 0 20 40 60 Glucose + Mannose (mg/L) 25 558 Figure 3 559 A B 26 560 Figure 4 561 60 Glucose A Mannose A Glucose B Mannose B 50 (mg/L) 40 30 20 10 0 27 Figure 5 Phenol-sulphuric method A B EC1118 Tube 1 Tube 2 60 Total polysaccharides (mg/L) Total polysaccharides (mg/L) 60 40 20 0 T73 Tube 1 Tube 2 40 20 0 Man. 1 Man. 2 Man. 3 Man. 1 Man. 2 Man. 3 Acid hydrolysis + HPLC C D EC1118 60 60 Man. 1 Man. 2 Man. 3 (mg/L) 40 (mg/L) 562 20 T73 Man. 1 Man. 2 Man. 3 40 20 0 0 Glucose Mannose Glucose Mannose 28