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Article

Effects of pH and Cultivation Time on the Formation of Styrene and Volatile Compounds by Penicillium expansum

1
Department of Food Science and Engineering, Ewha Womans University, Seoul 120-750, Korea
2
School of Systems Biomedical Science, Soongsil University 369 Sangdo-ro, Dongjak-gu, Seoul 06978, Korea
*
Author to whom correspondence should be addressed.
Molecules 2019, 24(7), 1333; https://doi.org/10.3390/molecules24071333
Submission received: 18 March 2019 / Revised: 29 March 2019 / Accepted: 29 March 2019 / Published: 4 April 2019
(This article belongs to the Special Issue Investigation of Transformation Products of Organic Compounds)

Abstract

:
Styrene can be formed by the microbial metabolism of bacteria and fungi. In our previous study, styrene was determined as a spoilage marker of Fuji apples decayed by Penicillium expansum, which is responsible for postharvest diseases. In the present study, P. expansum was cultivated in potato dextrose broth added with phenylalanine—which is a precursor of styrene—using different initial pH values and cultivation times. Volatile compounds were extracted and analyzed using gas chromatography-mass spectrometry (GC-MS) combined with stir-bar sorptive extraction. The 76 detected volatile compounds included 3-methylbutan-1-ol, 3-methyl butanal, oct-1-en-3-ol, geosmin, nonanal, hexanal, and γ-decalactone. In particular, the formation of 10 volatile compounds derived from phenylalanine (including styrene and 2-phenylethanol) showed different patterns according to pH and the cultivation time. Partial least square-discriminant analysis (PLS-DA) plots indicated that the volatile compounds were affected more by pH than by the cultivation time. These results indicated that an acidic pH enhances the formation of styrene and that pH could be a critical factor in the production of styrene by P. expansum. This is the first study to analyze volatile compounds produced by P. expansum according to pH and cultivation time and to determine their effects on the formation of styrene.

1. Introduction

Styrene has been found in diverse foods such as beef meat, cereals, coffee beans, fruits, apple-based alcoholic beverages, and wheat beer [1,2,3]. The presence of styrene in foods can adversely affect their aroma due to its strong pungent and unpleasant odor [4]. Styrene can originate from food packaging materials [5] as well as the natural metabolism of raw agricultural materials [1]. It can also be formed by the microbial metabolism of bacteria [6] and fungi [7]. Several studies have investigated the production of styrene by fungi such as Pichia carsonii [8], Fusarium oxysporum [7], Penicillium citrinum [9], and Penicillium expansum [10]. Among them, P. expansum is a filamentous fungus that is widely found in certain types of spoiled fruits such as apples and plums [11] and is well known to produce styrene [12]. This fungus is responsible for the blue mold that is a major postharvest disease of apples [11,13]. This disease, related to styrene formation, can also result in off-flavors of processed apple products [14].
Several studies have demonstrated that volatile compounds are produced by P. expansum. Karlshøj et al. profiled the volatile compounds produced by apples decayed by P. expansum using an electronic-nose device [12]. Those authors detected 50 volatile compounds, among which volatile compounds such as styrene, 3-methyl-1-butanol, 3-methyl-1-butyl acetate, and 1-methoxy-3-methylbenzene were determined as being fungal biomarkers of P. expansum. Additionally, Kim et al. (2018) showed that the levels of ethanol, 3-methylbutan-1-ol, benzaldehyde, acetaldehyde, styrene, ethyl acetate, ethyl 2-methylbutanoic acid, and ethyl octanoate were significantly elevated in Fuji apples decayed by P. expansum [15].
The formation of volatile compounds by a fungus can be affected by various cultivation conditions, including the culture medium composition, temperature, and pH [16]. In particular, Miao et al. determined that the pH of the cultivation medium could significantly affect the formation of secondary volatile compounds [16]. Furthermore, Lee et al. determined that the production of volatile compounds by Saccharomycopsis fibuligera KJJ81 depends on the cultivation time [17]. However, there has been only one report on the effects of various culture media on the formation of volatile compounds by P. expansum [18]. That study found that cultivating P. expansum on various media such as pine leaves, pine stems, pine wood, mature dark bark, and potato dextrose broth (PDB) resulted in the production of different volatile compounds, including styrene.
While some previous studies have investigated the formation of styrene by P. expansum, the critical effects of culturing conditions have not been elucidated. Therefore, the objectives of this study were to (a) investigate the critical factors affecting the formation of styrene by cultivating P. expansum on PDB using different pH values and cultivation times and (b) profile the overall volatile compounds produced by P. expansum in cultivation media.

2. Results and Discussion

2.1. Analysis of Volatile Compounds of P. expansum According to pH and Cultivation Time

The volatile compounds produced by P. expansum are listed in Table 1. The 76 volatile compounds identified comprised 4 acids, 15 alcohols, 11 aldehydes, 11 benzenes, 9 esters, 7 furans, 6 hydrocarbons, 9 ketones, 3 nitrogen-containing compounds, and 1 sulfur-containing compound. Volatile fungal compounds can be produced via primary and secondary metabolism involving numerous precursors such as amino acids, fatty acids, and carbohydrates [19]. The present study detected diverse alcohols such as butan-1-ol, 3-methylbutan-1-ol, 2-ethylhexna-1-ol, and octan-1-ol. In particular, the well-known fungal volatile compound 3-methylbutan-1-ol [12,20] was detected at a higher level than other alcohols throughout the cultivation period. Other 3-methyl branched-chain volatiles such as 3-methyl butanal were also detected. Both 3-methylbutan-1-ol and 3-methyl butanal are commonly generated from leucine [19,20]. Reduction by alcohol dehydrogenase can convert 3-methyl butanal into 3-methylbutan-1-ol [21]. The levels of these volatile compounds derived from leucine were higher at pH 9 than at pH 5, which suggests that the leucine metabolism of P. expansum was more strongly activated at an alkaline pH.
C8 aliphatic compounds such as octanol, octenol, and octanone are characteristic fungal volatile compounds [25,26,27,28,29]. The present study found diverse C8 compounds such as oct-1-en-3-ol, octan-1-ol, octan-3-one, and octanal. Oct-1-en-3-ol, which is also called mushroom-flavor alcohol, was detected in all of the samples, and its level peaked after 24 hours of cultivation.
A musty off-flavor and odor note is given by (4S,4aS,8aR)-4,8a-dimethyl-1,2,3,4,5,6,7,8-octahydronaphthalen-4a-ol (geosmin) to fish [30], dry beans [31], and red table beets [32], and it can be synthesized by fungi [33], bacteria [34], and algae [35]. When Mattheis and Roberts (1992) cultivated P. expansum in Czapek agar, they identified geosmin as a major volatile compound [36]. Geosmin is known to be derived from isoprenoid. It has been demonstrated that isopentenyl diphosphate, which is a major intermediate in the synthesis of isoprenoid, can be produced via the mevalonate pathway or the methylerythritol phosphate pathway [37] and possibly also the pentose phosphate pathway [38]. The present study detected geosmin only when culturing at pH 5, indicating that the formation of geosmin by P. expansum was significantly affected by the cultivation pH.
Aldehydes can be produced from various precursors such as amino acids, carbohydrates, and fatty acids [39]. Some aldehydes such as decanal, nonanal, and hexanal were detected at higher levels than the other aldehydes. Korpi et al. found nonanal to be one of the main microbial volatile aldehydes in laboratory culture experiments, although it was not reported in field samples [40]. Hexanal, which is a straight long-chain aldehyde, can be formed from long-chain fatty acids such as palmitic acid and stearic acid via enzymatic oxidation [41]. In addition, hexan-1-ol can be converted reversibly into hexanal by alcohol dehydrogenase [42]. The level of hexanal was higher than that of hexan-1-ol in all of the present cultivation samples.
Most ketones are generated by lipid oxidation via β-oxidation of free fatty acids during microbial metabolism. Some ketones such as octan-3-one, 6-methylhept-5-en-2-one, and 5-hexyloxolan-2-one (γ-decalactone) were detected in this study, with octan-3-one only being identified at pH 5. This ketone has a musty and mushroom odor note and is reportedly a microbial volatile organic compound [43] that can be formed via the aerobic oxidation of linolenic acid and linoleic acid [41]. The precursors of γ-decalactone included oleic acid, linoleic acid, and other unsaturated fatty acids. In the first of three steps, ricinoleic acid is formed through the hydroxylation of oleic acid. Then, 4-hydroxy decanoic acid is formed via the reduction of ricinoleic acid from acetyl CoA (acetyl coenzyme A). The last step is lactonization, in which 4-hydroxy decanoic acid is converted into γ-decalactone [44,45].
A particularly interesting finding of this study was that the level of styrene was significantly elevated throughout the cultivation period at pH 5, whereas this tendency was not observed at pH 9. Other volatile compounds derived from phenylalanine also showed characteristic patterns of formation according to pH and cultivation time. Therefore, this study compared the contents of volatile compounds derived from phenylalanine in P. expansum according to pH and cultivation time.

2.2. Effects of pH and Cultivation Time on the Formation of Styrene and Volatile Compounds Derived from Phenylalanine

P. expansum was cultivated at different pH values and cultivation times. Figure 1 shows the volatile compounds derived from phenylalanine at different pH values and cultivation times and the possible pathways involved in their generation.
Phenylalanine can be converted into cinnamic acid as the primary product of phenylalanine degradation by phenylalanine ammonia-lyase (PAL). Fungi can then participate in the conversion of cinnamic acid into styrene by cinnamic acid decarboxylation [46]. The amount of styrene produced in the present study was significantly higher after 24 hours of cultivation at pH 5 than after 16 hours. Additionally, the level of cinnamic acid peaked after 16 hours of cultivation at pH 5 and thereafter tended to decrease. It seems that cinnamic acid—which is a highly efficient precursor of styrene—is rapidly converted into styrene as soon as cinnamic acid is synthesized. In particular, Penicillium strains are well known to have the ability to form styrene from cinnamic acid [8,47]. This means that PAL, which can convert phenylalanine into cinnamic acid, might be a critical enzyme for the formation of styrene. In addition, Pagot et al. reported that the synthesis of styrene by PAL was strongly activated during the exponential phase in Penicillium strains [48]. The peaking of cinnamic acid after 16 hours (in the exponential phase) at pH 5 could therefore be related to the synthesis of a considerable amount of PAL. Accordingly, the formation of styrene by P. expansum was elevated at pH 5. On the other hand, both styrene and cinnamic acid were detected at much lower levels at pH 9 than at pH 5, and their levels did not increase significantly with the cultivation time. This also could be related to the activity of PAL, which is a reversible enzyme. The activity of PAL can be markedly affected by pH. The ability of PAL to convert cinnamic acid into phenylalanine (reverse reaction) is high at an alkaline pH, and, accordingly, the production of phenylalanine peaks [49]. As a result, an alkaline pH could result in the decreased production of styrene.
Moreover, 2-phenylethanol, which has fruity, floral, and rose-like odor notes [50,51,52,53], was another major volatile compound derived from phenylalanine. First, 2-phenylacetaldehyde is produced via the decarboxylation and deamination of phenylalanine, and then 2-phenylethanol is biosynthesized from 2-phenylacetaldehyde by phenyl acetaldehyde reductase [47]. The amount of 2-phenylethanol formed was considerably greater at pH 9 than at pH 5 in the present study. Many bacteria and fungi respond to a high extracellular pH by synthesizing deaminase that hydrolyzes amino acids [53,54]. Furthermore, Ghosh et al. identified that an alkaline pH enhances the production of aromatic alcohols [54]. Those authors found that the formation of three aromatic alcohols (tryptophol, 2-phenylethanol, and tyrosol) by Candida albicans was threefold higher under an alkaline condition. Accordingly, the production of a large amount of 2-phenylethanol at pH 9 in P. expansum in the present study could have been induced by the alkaline pH. In addition, other volatile compounds derived from phenylalanine such as phenyl acetaldehyde, 2-phenylacetonitrile, benzaldehyde, acetophenone, benzoic acid, and cinnamaldehyde were also detected. Among them, benzaldehyde was detected at a higher level at pH 5 than at pH 9, and its level peaked after 16 hours of cultivation. On the other hand, 2-phenylacetonitrile derived from phenylacetaldehyde was only detected at pH 5, which might have been due to all phenylacetaldehydes being converted into 2-phenylethanol at pH 9. In summary, volatile compounds derived from phenylalanine produced by P. expansum could be considerably affected by the extracellular pH and cultivation time.
Partial least square-discriminant analysis (PLS-DA) was conducted to determine the differences in volatile compounds produced by P. expansum and the significant effects of pH and cultivation time on the formation of volatile compounds. Figure 2 shows the PLS-DA score plot for the comparison of volatile compounds produced by P. expansum. PLS (Partial least square) component 1 (PLS 1) and PLS component 2 (PLS 2) explained 30.79% and 21.42% of the variance, respectively, and hence together explained 52.21% of the total variance. The parameters of the cross-validation modeling were component 5, R2X = 0.73, R2Y = 0.65, and Q2Y = 0.40. A permutation test involving 100 iterations was also conducted to validate the model, which yielded R2 = 0.25 and Q2 = −0.58.
All of the samples at pH 5 and 9 were located on the positive and negative PLS 1 axes, respectively, while all of the samples cultivated for 16 and 32 hours were located on the positive and negative PLS 2 axes, respectively. As the cultivation time increased, the samples moved along PLS 2. Table 2 and Table 3 list the major volatile compounds (with a criterion of the variable importance plot (VIP) > 0.8) identified in P. expansum.
The negative PLS 1 axis was related to most of the aldehydes and alcohols, while the positive PLS 1 axis was related to some benzenes such as styrene, benzaldehyde, and 1,3,5-trimethylbenzene, while styrene was also associated with the negative PLS 2 axis. These results demonstrated that the formation of styrene could be considerably influenced by an acidic pH and a longer cultivation time in P. expansum. In addition, 2-phenylethanol was positioned on the negative PLS 1 axis, which indicates that it could be affected by an alkaline pH in P. expansum. In addition, Figure 2 shows that the formation of volatile compounds by P. expansum, including styrene, could be affected more by the pH than by the cultivation time.

3. Materials and Methods

3.1. Chemicals

Potato dextrose broth (PDB) was obtained from Becton Dickinson (Dickinson and Company, Sparks, MD, USA). Phenylalanine was purchased from Samchun Chemicals (Pyeongtaek-si, Gyeonggi-do, Korea). The 2,3,5-trimethyl pyrazine was purchased from Sigma-Aldrich (St. Louis, MO, USA). Methanol was obtained from J.T.Baker (Phillipsburg, NJ, USA). Authentic standard compounds for positive identification of volatile compounds were purchased as follows: N,N-dibutylformamide, 2-phenylpropan-1-ol, pentadecan-2-one, propan-2-yl hexadecanoate, 3,4-dimethylphenyl methanol, hexadecan-1-ol, and 3-phenylfuran-2,5-dione were purchased from Alfa Aesar (Haverhill, MA, USA); methyl 2-(3-oxo-2-pentylcyclopentyl)acetate, 3-methyl-2H-furan-5-one, and 6-methylheptan-2-one were obtained from SejinCI (Seoul, Korea), while all of the other authentic standards were purchased from Sigma-Aldrich (St. Louis, MO, USA).

3.2. Strain and Cultivation of Penicillium expansum

P. expansum HR5-4 was isolated from naturally decayed apples. P. expansum was identified as previously reported [55] and cultivated in 40 mL of PDB media contained 0.1% phenylalanine. One milliliter of spore suspension (107 spores/mL) of P. expansum was inoculated in a 250 mL Erlenmeyer flask with screw cap and placed in a shaking incubator (Vision Scientific Co., Ltd., Bucheon-si, Gyeonggi-do, Korea) at 25 °C and 180 rpm. P. expansum was cultivated at different cultivation times (16, 24, and 32 hours) and initial pH (pH 5 and pH 9). Each cultivation time was determined by growth phase of P. expansum (16 hours: Exponential phase, 24 and 32 hours: Stationary phase). Initial pH of media was adjusted by using 0.1 M HCl and NaOH.

3.3. Analysis of Volatile Compounds Using Gas Chromatography-Mass Spectrometry (GC-MS)

3.3.1. Extraction of Volatile Compounds

After vacuum filtration, aliquots (8 mL) of cultivation media were transferred into a 10 mL glass vial (Agilent Technologies, Santa Clara, CA, USA). Volatile compounds were extracted using a polydimethylsiloxane-coated stir bar (PDMS twister 10 mm length, 1.0 mm film thickness) (GERSTEL GmbH and Co. KG, Mülheim an der Ruhr, Germany). The PDMS twister was placed in samples and stirred at 1000 rpm and ambient temperature for 60 min. After extraction, PDMS twister was washed with distilled water and dehydrated with lint-free tissue paper. Then, PDMS twister was placed in desorption liner tube (GERSTEL GmbH and Co.) and inserted into a thermal desorption unit (TDU). Volatile compounds were desorbed by increasing the temperature of the TDU. The initial temperature of 40 °C was maintained for 0.5 min. After that, the temperature increased at a rate of 120 °C/min to 220 °C and held for 5 min. With cooled injection system (CIS), cryo-focusing temperature was maintained at −60 °C using liquid N2 supply and the temperature of the CIS-4 PTV (Programmed Temperature Vaporizer) was increased thermally to 250 °C at a rate of 10 °C/sec and held for 3 min. The temperatures of transfer line and ion source were 280 and 250 °C, respectively. The splitless mode was used as injection mode.

3.3.2. GC-MS Analysis

Volatile compounds were analyzed using an Agilent 7890B gas chromatograph (GC) connected to a 5977A mass detector (Agilent Technologies, Santa Clara, CA, USA). A Stabilwax column (30 m length × 0.25 mm internal diameter × 0.25 μm film thickness, Restek Corporation, Bellefonte, PA, USA) was used. The oven temperature was initiated at 40 °C (5 min), increased to 220 °C at a rate of 4 °C/min and then held at 220 °C (10 min). Helium was used as carrier gas at a constant flow rate of 0.8 mL/min. The mass spectrum was obtained in EI (electron ionization) mode at 70 eV, mass scan rate of 4.5 scans/sec, and mass scan range of 35–350 m/z. In addition, the analysis of some volatile compounds, which could be derived from phenylalanine, were conducted using selective ion monitoring (SIM) mode. The list of volatile compounds measured and the SIM qualifying ions are presented in Table 4.

3.3.3. Identification and Semiquantification of Volatile Compounds

Volatile compounds were positively identified by comparing their mass spectral data and retention index (RI) values with those of authentic standard compounds. Otherwise, the other volatile compounds, whose authentic standard compounds were not available, were tentatively identified by comparing with the mass spectral libraries (Wiley 9th edition and NIST, version 08) and retention index (RI) values in published literatures [52,53,54]. The retention index (RI) values were calculated using n-alkanes from C7 to C30 as external standards. The semiquantification of volatile compounds was calculated by their peak areas to that of internal standard compound. Five microliters of 2,3,5-trimethyl pyrazine (100 mg/L in methanol) were used as an internal standard.

3.4. Statistical Analysis

Partial least square-discriminant analysis (PLS-DA) was performed to determine the differences of volatile compounds of P. expansum according to pH and cultivation time and the significant effect on the formation of volatile compounds using SIMCA-P (version 11.0, Umetrics, Umea, Sweden). Analysis of variance (ANOVA) was also conducted with general linear model procedure in SPSS (version 12.0, Chicago, IL, USA) to evaluate significant differences of volatile compounds in samples. In order to evaluate significant differences (p < 0.05), Duncan’s multiple range test was conducted.

4. Conclusions

This study investigated volatile compounds produced by P. expansum according to pH and cultivation time. A total of 76 volatile compounds such as 3-methylbutan-1-ol, 3-methyl butanal, oct-1-en-3-ol, geosmin, nonanal, hexanal, and γ -decalactone were detected. In particular, the formation of volatile compounds derived from phenylalanine such as styrene showed characteristic patterns according to pH and cultivation time. In particular, the level of styrene was considerably higher at pH 5 than at pH 9. Moreover, as cultivation time increased, the production of styrene significantly increased at pH 5. On the other hand, styrene was detected at much lower level at pH 9 than at pH 5, and also its level was not significantly increased according to cultivation time. On PLS-DA plots, the formation of volatile compounds of P. expansum was more highly affected by pH condition than by cultivation time. As a result, the cultivation pH could be a critical factor in the production of styrene in P. expansum. This study is a first report on the analysis of volatile compounds according to pH and cultivation time and determines their effects on the formation of styrene in P. expansum.

Author Contributions

Conceptualization, H.W.K., S.M.L., J.-A.S., and Y.-S.K.; methodology, H.W.K., S.M.L., J.-A.S., and Y.-S.K.; formal analysis, H.W.K.; investigation, H.W.K.; data curation, H.W.K. and S.M.L.; writing—original draft preparation, H.W.K., S.M.L., and Y.-S.K.; writing—review and editing, H.W.K., S.M.L., J.-A.S., and Y.-S.K.; visualization, H.W.K.; supervision, Y.-S.K.

Funding

This work was supported by Korea Institute of Planning and Evaluation for Technology in Food, Agriculture, Forestry, and Fisheries (IPET) through Export Promotion Technology Development Program, funded by Ministry of Agriculture, Food, and Rural Affairs (MAFRA) (315043-3) and the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No.NRF-2017R1A2B4002233).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Steele, D.H.; Thornburg, M.J.; Stanley, J.S.; Miller, R.R.; Brooke, R.; Cushman, J.R.; Cruzan, G. Determination of styrene in selected foods. J. Agric. Food Chem. 1994, 42, 1661–1665. [Google Scholar] [CrossRef]
  2. Garruti, D.S.; Franco, M.R.B.; da Silva, M.A.A.P.; Janzantti, N.S.; Alves, G.L. Assessment of aroma impact compounds in a cashew apple-based alcoholic beverage by GC-MS and GC-Olfactometry. LWT-Food Sci. Technol. 2006, 39, 373–378. [Google Scholar] [CrossRef]
  3. Schwarz, K.J.; Stübner, R.; Methner, F. Formation of styrene dependent on fermentation management during wheat beer production. Food Chem. 2012, 134, 2121–2125. [Google Scholar] [CrossRef] [PubMed]
  4. Dalton, P.; Lees, P.S.; Gould, M.; Dilks, D.; Stefaniak, A.; Bader, M.; Ihrig, A.; Triebig, G. Evaluation of long-term occupational exposure to styrene vapor on olfactory function. Chem. Senses 2007, 32, 739–747. [Google Scholar] [CrossRef]
  5. Seog, E.; Lee, J.; Rakesh, K.S. Migration of styrene in relation to food-packaging materials. Prev Nutr Food Sci. 1999, 4, 152–158. [Google Scholar]
  6. McKenna, R.; Nielsen, D.R. Styrene biosynthesis from glucose by engineered E. Coli. Metab. Eng. 2011, 13, 544–554. [Google Scholar] [CrossRef]
  7. Beck, J.J.; Merrill, G.B.; Palumbo, J.D.; O’Keeffe, T.L. Strain of Fusarium oxysporum isolated from almond hulls produces styrene and 7-methyl-1, 3, 5-cyclooctatriene as the principal volatile components. J. Agric. Food Chem. 2008, 56, 11392–11398. [Google Scholar] [CrossRef] [PubMed]
  8. Shimada, K.; Kimura, E.; Yasui, Y.; Tanaka, H.; Matsushita, S.; Hagihara, H.; Nagakura, M.; Kawahisa, M. Styrene formation by the decomposition by Pichia carsonii of trans-cinnamic acid added to a ground fish product. Appl. Environ. Microbiol. 1992, 58, 1577–1582. [Google Scholar] [PubMed]
  9. Lafeuille, J.; Buniak, M.; Vioujas, M.; Lefevre, S. Natural formation of styrene by cinnamon mold flora. J. Food Sci. 2009, 74, M276–M283. [Google Scholar] [CrossRef]
  10. Fiedler, K.; Schütz, E.; Geh, S. Detection of microbial volatile organic compounds (MVOCs) produced by moulds on various materials. Int. J. Hyg. Environ. Health. 2001, 204, 111–121. [Google Scholar] [CrossRef]
  11. Spadaro, D.; Garibaldi, A.; Gullino, M.L. Control of Penicillium expansum and Botrytis cinerea on apple combining a biocontrol agent with hot water dipping and acibenzolar-S-methyl, baking soda, or ethanol. Application. Postharvest Biol. Technol. 2004, 33, 141–151. [Google Scholar] [CrossRef]
  12. Karlshøj, K.; Nielsen, P.V.; Larsen, T.O. Prediction of Penicillium expansum spoilage and patulin concentration in apples used for apple juice production by electronic nose analysis. J. Agric. Food Chem. 2007, 55, 4289–4298. [Google Scholar] [CrossRef]
  13. Baert, K.; Devlieghere, F.; Flyps, H.; Oosterlinck, M.; Ahmed, M.M.; Rajković, A.; Verlinden, B.; Nicolaï, B.; Debevere, J.; De Meulenaer, B. Influence of storage conditions of apples on growth and patulin production by Penicillium expansum. Int. J. Food Microbiol. 2007, 119, 170–181. [Google Scholar] [CrossRef]
  14. Errampalli, D.; Brubacher, N.R.; DeEll, J.R. Sensitivity of Penicillium expansum to diphenylamine and thiabendazole and postharvest control of blue mold with fludioxonil in ‘McIntosh’apples. Postharvest Biol. Technol. 2006, 39, 101–107. [Google Scholar] [CrossRef]
  15. Kim, S.M.; Lee, S.M.; Seo, J.; Kim, Y. Changes in volatile compounds emitted by fungal pathogen spoilage of apples during decay. Postharvest Biol. Technol. 2018, 146, 51–59. [Google Scholar] [CrossRef]
  16. Miao, L.; Kwong, T.F.; Qian, P. Effect of culture conditions on mycelial growth, antibacterial activity, and metabolite profiles of the marine-derived fungus Arthrinium cf saccharicola. Appl. Microbiol. Biotechnol. 2006, 72, 1063–1073. [Google Scholar] [CrossRef]
  17. Lee, S.; Jung, J.; Seo, J.; Kim, Y. Bioformation of volatile and nonvolatile metabolites by Saccharomycopsis Fibuligera KJJ81 cultivated under different conditions—carbon sources and cultivation times. Molecules 2018, 23, 2762. [Google Scholar] [CrossRef]
  18. Azeem, M.; Borg-Karlson, A.K.; Rajarao, G.K. Sustainable bio-production of styrene from forest waste. Bioresour. Technol. 2013, 144, 684–688. [Google Scholar] [CrossRef]
  19. Sanz, C.; Olias, J.M.; Perez, A. Aroma biochemistry of fruits and vegetables. In Proceedings-Phytochemical Society of Europe; Oxford University Press Inc.: Oxford, UK, 1996; pp. 125–156. [Google Scholar]
  20. Larsen, T.O.; Frisvad, J.C. Characterization of volatile metabolites from 47 Taxa. Mycol. Res. 1995, 99, 1153–1166. [Google Scholar] [CrossRef]
  21. Smit, B.A.; Engels, W.J.; Smit, G. Branched chain aldehydes: production and breakdown pathways and relevance for flavour in foods. Appl. Microbiol. Biotechnol. 2009, 81, 987–999. [Google Scholar] [CrossRef]
  22. Cantergiani, E.; Brevard, H.; Krebs, Y.; Feria-Morales, A.; Amado, R.; Yeretzian, C. Characterisation of the Aroma of Green Mexican Coffee and Identification of mouldy/earthy Defect. Eur. Food Res. Technol. 2001, 212, 648–657. [Google Scholar]
  23. Jiang, L.; Kubota, K. Differences in the Volatile Components and their Odor Characteristics of Green and Ripe Fruits and Dried Pericarp of Japanese Pepper (Xanthoxylum Piperitum DC.). J. Agric. Food Chem. 2004, 52, 4197–4203. [Google Scholar] [CrossRef] [PubMed]
  24. Wang, S.; Jiao, L.; Li, Y.; Fan, M. Degradation of β-Carotene to Volatile Compounds in an Aqueous Model System to Simulate the Production of Sea Buckthorn Wine. Int. J. Food Prop. 2012, 15, 1381–1393. [Google Scholar] [CrossRef]
  25. Fäldt, J.; Jonsell, M.; Nordlander, G.; Borg-Karlson, A. Volatiles of bracket fungi Fomitopsis pinicola and Fomes fomentarius and their functions as insect attractants. J. Chem. Ecol. 1999, 25, 567–590. [Google Scholar] [CrossRef]
  26. Thakeow, P.; Holighaus, G.; Schütz, S. Volatile organic compounds for wood assessment. In Wood Production, Wood Technology, and Biotechnological Impacts; Kües, U., Ed.; Universitätsverlag Göttingen: Göttingen, Germany, 2007; p. 197. [Google Scholar]
  27. Tressl, R.; Bahri, D.; Engel, K.H. Formation of eight-carbon and ten-carbon components in mushrooms (Agaricus Campestris). J. Agric. Food Chem. 1982, 30, 89–93. [Google Scholar] [CrossRef]
  28. Wurzenberger, M.; Grosch, W. The Enzymic Oxidative breakdown of linoleic acid in mushrooms (Psalliota bispora). Z. Lebensm. Unters. Forsch. 1982, 175, 186–190. [Google Scholar] [CrossRef]
  29. Gross, B.; Gallois, A.; Spinnler, H.; Langlois, D. Volatile compounds produced by the ligninolytic gungus Phlebia radiata Fr. (Basidiomycetes) and influence of the strain specificity on the odorous profile. J. Biotechnol. 1989, 10, 303–308. [Google Scholar] [CrossRef]
  30. Lovell, R.T.; Lelana, I.Y.; Boyd, C.E.; Armstrong, M.S. Geosmin and musty-muddy flavors in pond-raised channel catfish. Trans. Am. Fish. Soc. 1986, 115, 485–489. [Google Scholar] [CrossRef]
  31. Buttery, R.G.; Guadagni, D.G.; Ling, L.C. Geosmin, a musty off-flavor of dry beans. J. Agric. Food Chem. 1976, 24, 419–420. [Google Scholar] [CrossRef]
  32. Acree, T.; Lee, C.; Butts, R.M.; Barnard, J. Geosmin, the earthy component of table beet odor. J. Agric. Food Chem. 1976, 24, 430–431. [Google Scholar] [CrossRef]
  33. Kikuchi, T.; Kadta, S.; Suehara, H.; Nishi, A.; Tsubaki, K. Odorous metabolites of a fungus, Chaetomium globosum Kinze ex Fr. identification of geosmin, a musty-smelling compound. Chem. Pharm. Bull. 1981, 29, 1782–1784. [Google Scholar]
  34. Collins, R.; Knaak, L.; Soboslai, J. Production of Geosmin and 2-Exo-Hydroxy-2-Methylbornane by Streptomyces odorifer. LLOYDIA 1970, 33, 199–200. [Google Scholar]
  35. Safferman, R.; Rosen, A.A.; Mashni, C.I.; Morris, M.E. Earthy-smelling substance from a blue-green alga. Environ. Sci. Technol. 1967, 1, 429–430. [Google Scholar] [CrossRef]
  36. Mattheis, J.P.; Roberts, R.G. Identification of geosmin as a volatile metabolite of Penicillium expansum. Appl. Environ. Microbiol. 1992, 58, 3170–3172. [Google Scholar] [PubMed]
  37. Lange, B.M.; Rujan, T.; Martin, W.; Croteau, R. Isoprenoid biosynthesis: the evolution of two ancient and distinct pathways across genomes. Proc. Natl. Acad. Sci. USA 2000, 97, 13172–13177. [Google Scholar] [CrossRef] [PubMed]
  38. Ershov, Y.V.; Gantt, R.R.; Cunningham, F.X., Jr.; Gantt, E. Isoprenoid biosynthesis in Synechocystis Sp. strain PCC6803 is stimulated by compounds of the pentose phosphate cycle but not by pyruvate or deoxyxylulose-5-phosphate. J. Bacteriol. 2002, 184, 5045–5051. [Google Scholar] [CrossRef]
  39. Groot, N.M.N.; de Bont, J.A.M. Conversion of phenylalanine to benzaldehyde initiated by an aminotransferase in Lactobacillus plantarum. Appl. Environ. Microbiol. 1998, 64, 3009–3013. [Google Scholar]
  40. Korpi, A.; Järnberg, J.; Pasanen, A. Microbial volatile organic compounds. Crit. Rev. Toxicol. 2009, 39, 139–193. [Google Scholar] [CrossRef]
  41. Morales, M.; Rios, J.; Aparicio, R. Changes in the volatile composition of virgin olive oil during oxidation: flavors and off-flavors. J. Agric. Food Chem. 1997, 45, 2666–2673. [Google Scholar] [CrossRef]
  42. Dixon, J.; Hewett, E.W. Factors affecting apple aroma/flavour volatile concentration: a review. N. Z. J. Crop Hortic. Sci. 2000, 28, 155–173. [Google Scholar] [CrossRef]
  43. Morath, S.U.; Hung, R.; Bennett, J.W. Fungal Volatile Organic Compounds: A review with emphasis on their biotechnological potential. Fungal Biol. Rev. 2012, 26, 73–83. [Google Scholar] [CrossRef]
  44. Blin-Perrin, C.; Molle, D.; Dufosse, L.; Le-Quere, J.; Viel, C.; Mauvais, G.; Feron, G. Metabolism of ricinoleic acid into γ-decalactone: β-oxidation and long chain acyl intermediates of ricinoleic acid in the genus Sporidiobolus sp. FEMS Microbiol. Lett. 2000, 188, 67–74. [Google Scholar] [CrossRef]
  45. Romero-Guido, C.; Belo, I.; Ta, T.M.N.; Cao-Hoang, L.; Alchihab, M.; Gomes, N.; Thonart, P.; Teixeira, J.A.; Destain, J.; Waché, Y. Biochemistry of lactone formation in yeast and fungi and its utilisation for the production of flavour and fragrance compounds. Appl. Microbiol. Biotechnol. 2011, 89, 535–547. [Google Scholar] [CrossRef]
  46. Husson, F.; Thomas, M.; Kermasha, S.; Belin, J. Effect of linoleic acid induction on the production of 1-octen-3-ol by the lipoxygenase and hydroperoxide lyase activities of Penicillium camemberti. J. Mol. Catal. B 2002, 19, 363–369. [Google Scholar] [CrossRef]
  47. Middelhoven, W.J.; Gelpke, M.D.S. Partial conversion of cinnamic acid into styrene by growing cultures and cell-free extracts of the yeast Cryptococcus elinovii. Antonie Van Leeuwenhoek 1995, 67, 217–219. [Google Scholar] [CrossRef] [PubMed]
  48. Pagot, Y.; Belin, J.; Husson, F.; Spinnler, H. Metabolism of phenylalanine and biosynthesis of styrene in Penicillium camemberti. J. Dairy Res. 2007, 74, 180–185. [Google Scholar] [CrossRef] [PubMed]
  49. Takaç, S.; Akay, B.; Özdamar, T.H. Bioconversion of trans-cinnamic acid to L-phenylalanine by L-phenylalanine ammonia-lyase of Rhodotorula glutinis: parameters and kinetics. Enzyme Microb. Technol. 1995, 17, 445–452. [Google Scholar] [CrossRef]
  50. Tadmor, Y.; Fridman, E.; Gur, A.; Larkov, O.; Lastochkin, E.; Ravid, U.; Zamir, D.; Lewinsohn, E. Identification of malodorous, a wild species allele affecting tomato aroma that was selected against during domestication. J. Agric. Food Chem. 2002, 50, 2005–2009. [Google Scholar] [CrossRef] [PubMed]
  51. Tieman, D.M.; Loucas, H.M.; Kim, J.Y.; Clark, D.G.; Klee, H.J. Tomato phenylacetaldehyde reductases catalyze the last step in the synthesis of the aroma volatile 2-phenylethanol. Phytochemistry 2007, 68, 2660–2669. [Google Scholar] [CrossRef]
  52. Etschmann, M.; Bluemke, W.; Sell, D.; Schrader, J. Biotechnological production of 2-phenylethanol. Appl. Microbiol. Biotechnol. 2002, 59, 1–8. [Google Scholar] [PubMed]
  53. Gale, E.F.; Epps, H.M. The effect of the pH of the medium during growth on the enzymic activities of bacteria (Escherichia Coli and Micrococcus Lysodeikticus) and the biological significance of the changes produced. Biochem. J. 1942, 36, 600–618. [Google Scholar] [CrossRef] [PubMed]
  54. Ghosh, S.; Kebaara, B.W.; Atkin, A.L.; Nickerson, K.W. Regulation of aromatic alcohol production in Candida albicans. Appl. Environ. Microbiol. 2008, 74, 7211–7218. [Google Scholar] [CrossRef] [PubMed]
  55. White, T.J.; Bruns, T.; Lee, S.; Taylor, J. Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics. In PCR Protocols a Guide to Methods and Applications; Innis, M.A., Gelfand, D.H., Sninsky, J.J., White, T.J., Eds.; Academic Press: New York, NY, USA, 1990; pp. 315–322. [Google Scholar]
Sample Availability: Samples are available from the authors.
Figure 1. The contents of volatile compounds derived from phenylalanine at different pH and cultivation times and their possible pathways in P. expansum. Notes: All values are mean values of relative peak area to that of internal standard ± standard deviation from three replicates. PAL—phenylalanine ammonia lyase, CADC—cinnamic acid decarboxylase, PAR—phenyl acetaldehyde reductase, CCMT—cinnamic acid carboxyl methyl transferase, AAD—aryl-aldehyde dehydrogenase. Error bars represent standard deviation of three replicates.
Figure 1. The contents of volatile compounds derived from phenylalanine at different pH and cultivation times and their possible pathways in P. expansum. Notes: All values are mean values of relative peak area to that of internal standard ± standard deviation from three replicates. PAL—phenylalanine ammonia lyase, CADC—cinnamic acid decarboxylase, PAR—phenyl acetaldehyde reductase, CCMT—cinnamic acid carboxyl methyl transferase, AAD—aryl-aldehyde dehydrogenase. Error bars represent standard deviation of three replicates.
Molecules 24 01333 g001
Figure 2. Partial least square-discriminant analysis (PLS-DA) score plot of volatile compounds produced by P. expansum according to pH and cultivation time.
Figure 2. Partial least square-discriminant analysis (PLS-DA) score plot of volatile compounds produced by P. expansum according to pH and cultivation time.
Molecules 24 01333 g002
Table 1. The contents of volatile compounds of Penicillium expansum at different pH and cultivation times.
Table 1. The contents of volatile compounds of Penicillium expansum at different pH and cultivation times.
No. 1)RI 2)Volatile CompoundspHRelative Peak Area 3)ID 5)
Cultivation Times 4)
16 h24 h32 h
Acids
a11465Acetic acid50.06 ± 0.01ab 6)0.07 ± 0.01b0.04 ± 0.01aA
90.07 ± 0.05 a0.03 ± 0.01a0.04 ± 0.02a
a2>2200Benzoic acid50.07 ± 0.02a0.04 ± 0.02a0.04 ± 0.01aA
90.09 ± 0.01b0.06 ± 0.01a0.07 ± 0.01ab
a3>2200Hexadecanoic acid50.24 ± 0.04a0.30 ± 0.13a0.26 ± 0.02aA
90.27 ± 0.09ab0.25 ± 0.01a0.40 ± 0.02b
a4>2200(E)-3-Phenylprop-2-enoic acid (Cinnamic acid)50.24 ± 0.06b0.10 ± 0.03a0.05 ± 0.01aA
90.25 ± 0.04a0.23 ± 0.06a0.37 ± 0.05a
Alcohols
ac11152Butan-1-ol50.13 ± 0.01b0.10 ± 0.03ab0.09 ± 0.01aA
90.08 ± 0.02a0.10 ± 0.04a0.06 ± 0.01a
ac212103-Methylbutan-1-ol50.90 ± 0.09a0.96 ± 0.07a0.95 ± 0.07aA
91.38 ± 0.14a1.36 ± 0.07a1.42 ± 0.19a
ac31356Hexan-1-ol50.01 ± 0.00a0.02 ± 0.00a0.02 ± 0.01aA
90.02 ± 0.00a0.01 ± 0.00a0.02 ± 0.00b
ac41456Oct-1-en-3-ol50.2 ± 0.02a0.21 ± 0.05a0.20 ± 0.01aA
90.06 ± 0.04a0.20 ± 0.04b0.07 ± 0.02a
ac514932-Ethylhexan-1-ol50.80 ± 0.12a0.78 ± 0.17a0.79 ± 0.14aA
90.96 ± 0.09a1.16 ± 0.23a1.06 ± 0.10a
ac61562Octan-1-ol50.08 ± 0.01a0.14 ± 0.02b0.09 ± 0.02aA
90.09 ± 0.03a0.22 ± 0.07b0.10 ± 0.02a
ac716252-(2-Ethoxyethoxy)Ethanol50.08 ± 0.03a0.09 ± 0.01a0.09 ± 0.03aA
90.08 ± 0.01a0.15 ± 0.01b0.15 ± 0.02b
ac816445-Methyl-2-propan-2-ylcyclohexan-1-ol50.14 ± 0.03a0.12 ± 0.01a0.13 ± 0.01aA
90.15 ± 0.03a0.15 ± 0.01a0.17 ± 0.03a
ac91830(4S,4aS,8aR)-4,8a-Dimethyl-1,2,3,4,5,6,7,8-octahydronaphthalen-4a-ol (Geosmin)50.02 ± 0.01a0.22 ± 0.14b0.33 ± 0.04bB
9N.D. 7) aN.D. aN.D. a
ac101853(2E)-3,7-Dimethylocta-2,6-dien-1-ol (Geraniol)50.34 ± 0.04b0.27 ± 0.03b0.18 ± 0.02aA
90.12 ± 0.01a0.12 ± 0.01a0.10 ± 0.01a
ac1119202-Phenylethanol52.68 ± 0.29a3.19 ± 1.69a2.70 ± 0.38aA
911.07 ± 0.89b8.49 ± 0.75a9.46 ± 0.77ab
ac1219372-Phenylpropan-1-ol5N.D. aN.D. aN.D. aA
90.20 ± 0.01b0.12 ± 0.01a0.12 ± 0.06a
ac131971Dodecan-1-ol50.59 ± 0.08a0.81 ± 0.08a0.92 ± 0.20aA
90.72 ± 0.04a0.98 ± 0.05ab1.25 ± 0.20b
ac14>22003,4-Dimethylphenyl methanol50.08 ± 0.02a0.12 ± 0.01a0.10 ± 0.02aA
9N.D. aN.D. aN.D. a
ac15>2200Hexadecan-1-ol50.32 ± 0.10a1.02 ± 0.23b0.67 ± 0.20abA
90.40 ± 0.07a1.57 ± 0.28b1.31 ± 0.39b
Aldehydes
ah1<10003-Methylbutanal5N.D. aN.D. aN.D. aA
90.04 ± 0.00b0.02 ± 0.00a0.02 ± 0.00a
ah2<1000Pentanal50.05 ± 0.02a0.07 ± 0.01a0.09 ± 0.02aA
90.04 ± 0.01a0.10 ± 0.02b0.08 ± 0.02ab
ah31091Hexanal50.13 ± 0.03a0.21 ± 0.07a0.83 ± 0.63aA
90.09 ± 0.05a0.61 ± 0.42a0.52 ± 0.40a
ah41189Heptanal50.14 ± 0.03a0.15 ± 0.02a0.15 ± 0.04aA
90.12 ± 0.02a0.23 ± 0.04b0.20 ± 0.01b
ah51292Octanal50.18 ± 0.03a0.26 ± 0.03a0.29 ± 0.07aA
90.15 ± 0.06a0.64 ± 0.14b0.26 ± 0.06a
ah61397Nonanal50.73 ± 0.15a2.37 ± 0.75b1.16 ± 0.35aA
90.64 ± 0.25a4.21 ± 1.58b1.37 ± 0.20a
ah71503Decanal50.63 ± 0.06a1.04 ± 0.28a0.80 ± 0.20aA
90.53 ± 0.33a1.67 ± 0.43b0.81 ± 0.02a
ah81533Benzaldehyde53.40 ± 0.29b1.67 ± 0.11a1.95 ± 0.46aA
90.59 ± 0.09a0.53 ± 0.06a0.49 ± 0.07a
ah916522-Phenylacetaldehyde50.08 ± 0.02a0.05 ± 0.03a0.04 ± 0.01aA
90.81 ± 0.06c0.57 ± 0.06b0.25 ± 0.04a
ah101820(2E,4E)-Deca-2,4-dienal50.17 ± 0.03a0.21 ± 0.03a0.40 ± 0.26aA
9N.D. aN.D. aN.D. a
ah112054(E)-3-Phenylprop-2-enal (Cinnamaldehyde)50.04 ± 0.01a0.043 ± 0.02ab0.08 ± 0.02bA
90.07 ± 0.00a0.08 ± 0.01a0.27 ± 0.18a
Benzenes
b1<1000Benzene50.01 ± 0.01a0.05 ± 0.04a0.02 ± 0.00aA
90.03 ± 0.02a0.06 ± 0.01a0.08 ± 0.09a
b21043Toluene50.07 ± 0.01a0.07 ± 0.01a0.07 ± 0.01aA
90.06 ± 0.01a0.08 ± 0.01a0.07 ± 0.01a
b31130Ethylbenzene50.06 ± 0.03ab0.13 ± 0.04bN.D. aA
90.09 ± 0.02c0.03 ± 0.01bN.D. a
b411431,4-Xylene50.03 ± 0.00a0.05 ± 0.03a0.02 ± 0.00aA
9N.D. aN.D. aN.D. a
b51261Styrene50.34 ± 0.22a2.09 ± 0.60ab3.11 ± 1.40bA
90.24 ± 0.07a0.23 ± 0.04a0.39 ± 0.21a
b612831,3,5-Trimethylbenzene50.04 ± 0.03ab0.07 ± 0.01b0.01 ± 0.00aA
90.08 ± 0.01b0.03 ± 0.03aN.D.a
b71748Naphthalene50.082 ± 0.02a0.093 ± 0.017a0.113 ± 0.019aA
90.066±0.005a0.104 ± 0.005b0.148 ± 0.018c
b819382-Phenylacetonitrile50.14 ± 0.04b0.06 ± 0.02a0.04 ± 0.00aA
9N.D. aN.D. aN.D. a
b919641,3-Benzothiazole50.03 ± 0.00a0.03 ± 0.00a0.01±0.01aA
9N.D. aN.D. aN.D. a
b102017Phenol50.07 ± 0.04a0.03 ± 0.01a0.04 ± 0.00aA
90.18 ± 0.06a0.04 ± 0.01a0.10 ± 0.02a
b11>2200Diphenylmethanone (Benzophenone)50.07 ± 0.02b0.04 ± 0.02ab0.04 ± 0.01aA
90.15 ± 0.08a0.08 ± 0.00a0.11 ± 0.01a
Esters
e114886-Methylheptyl prop-2-enoate50.02 ± 0.00a0.02 ± 0.00a0.02 ± 0.01aA
90.01 ± 0.00a0.01 ± 0.00a0.02 ± 0.00b
e217552-Ethylhexyl 2-ethylhexanoate50.18 ± 0.07a0.294 ± 0.069a0.28 ± 0.13aB
90.16 ± 0.04a0.33 ± 0.01b0.43 ± 0.04c
e31873(3-Hydroxy-2,2,4-trimethylpentyl) 2-Methylpropanoate50.83 ± 0.12b0.58 ± 0.13ab0.45 ± 0.08aC
90.47 ± 0.03a0.53 ± 0.03a0.52 ± 0.17a
e42087Methyl (E)-3-phenylprop-2-enoate (Methyl cinnamate)50.26±0.02ab0.44 ± 0.14b0.16 ± 0.03aA
90.32 ± 0.02a0.36 ± 0.01a0.27 ± 0.13a
e5>2200Methyl hexadecanoate5N.D. aN.D. aN.D. aA
90.07±0.01a0.09 ± 0.01ab0.12 ± 0.03b
e6>2200Propan-2-yl hexadecanoate5N.D. aN.D. aN.D. aA
90.05 ± 0.01a0.29 ± 0.02c0.11 ± 0.01b
e7>2200Ethyl hexadecanoate50.02 ± 0.01a0.03 ± 0.01a0.03 ± 0.00aA
90.03 ± 0.01a0.04 ± 0.01b0.03 ± 0.00a
e8>2200Methyl 2-(3-oxo-2-pentylcyclopentyl)acetate50.08 ± 0.03a0.09 ± 0.01a0.15 ± 0.05aA
90.08 ± 0.02a0.12 ± 0.01ab0.17 ± 0.06b
e9>2200Dodecyl octanoate50.04 ± 0.01a0.13 ± 0.03b0.10 ± 0.02bC
90.04 ± 0.01a0.16 ± 0.02b0.15 ± 0.07b
Furans
f112332-Pentylfuran5N.D. a0.01 ± 0.00a0.04 ± 0.02bA
90.01 ± 0.00a0.02 ± 0.01ab0.05 ± 0.02b
f21475Furan-2-carbaldehyde50.11 ± 0.02b0.05 ± 0.01a0.076 ± 0.03abA
90.06 ± 0.07a0.04 ± 0.01a0.04 ± 0.00a
f31670Furan-2-ylmethanol50.12 ± 0.03a0.12 ± 0.09a0.76 ± 0.72aA
90.23 ± 0.04ab0.19 ±0.06a0.34 ± 0.05b
f417303-Methyl-2H-furan-5-one50.07 ± 0.04a0.03 ± 0.00a0.04 ± 0.00aA
90.06 ± 0.06a0.04 ± 0.01a0.06 ± 0.01a
f518633-Phenylfuran50.01 ± 0.01a0.01 ± 0.02aN.D.aA
912.76 ± 2.10a11.92 ± 1.38a15.18 ± 1.62a
f6>22003-Phenylfuran-2,5-dione5N.D. aN.D. aN.D. aC
90.12 ± 0.01a0.06 ± 0.02a0.07 ± 0.01a
f7>22005-(Hydroxymethyl) Furan-2-carbaldehyde (5-Hydroxymethyl-furfural)50.33 ± 0.07b0.09 ± 0.01a0.09 ± 0.01aA
90.16 ± 0.05a0.11 ± 0.01a0.24 ± 0.15a
Hydrocarbons
h11000Decane50.04 ± 0.03ab0.07 ± 0.01b0.01 ± 0.01aA
90.08 ± 0.01b0.02 ± 0.01a0.01 ± 0.00a
h210582-Methyldecane5N.D. aN.D. aN.D. aB
90.07± 0.02a0.05 ± 0.01a0.01 ± 0.01b
h31200Dodecane5N.D. aN.D. aN.D. aA
90.05 ± 0.01b0.03 ± 0.00a0.02 ± 0.00a
h41600Hexadecane50.19 ± 0.03a0.26 ± 0.02a0.32 ± 0.10aA
90.24 ± 0.04a0.25 ± 0.02a0.40 ± 0.00b
h51700Heptadecane50.18 ± 0.06a0.26 ± 0.03a0.25 ± 0.09aA
90.15 ± 0.02a0.27 ± 0.02b0.34 ± 0.03c
h61798Octadecane50.31 ± 0.09a0.27 ± 0.03a0.27 ± 0.05aA
90.26 ± 0.05a0.24 ± 0.02a0.30 ± 0.03a
Ketones
k11265Octan-3-one50.02 ± 0.00a0.09 ± 0.03b0.02 ± 0.01aA
9N.D. aN.D. aN.D. a
k212406-Methylheptan-2-one5N.D. aN.D. aN.D. aA
90.01 ± 0.00a0.02 ± 0.00b0.01 ± 0.00ab
k31287Octan-2-one5N.D. aN.D. aN.D. aA
90.02 ± 0.01a0.07 ± 0.00b0.06 ± 0.02b
k413071-Hydroxypropan-2-one50.30 ± 0.00a0.32 ± 0.08a0.48 ± 0.08bA
90.32 ± 0.13a0.35 ± 0.03a0.42 ± 0.06a
k513426-Methylhept-5-en-2-one50.05 ± 0.02a0.02 ± 0.00a0.11 ± 0.03bA
90.01 ± 0.01a0.03 ± 0.02a0.15 ± 0.04b
k616601-Phenylethanone (Acetophenone)50.23 ± 0.07a0.21 ± 0.02a0.24 ± 0.05aA
90.21 ± 0.04a0.21 ± 0.02a0.24 ± 0.02a
k71860(5E)-6,10-Dimethylundeca-5,9-dien-2-one50.1 ± 0.02a0.14 ± 0.01a0.25 ± 0.10aA
9N.D. aN.D. aN.D. a
k82023Pentadecan-2-one50.04 ± 0.01a0.03 ± 0.01a0.04 ± 0.00aA
9N.D. aN.D. aN.D. a
k921555-Hexyloxolan-2-one (γ–Decalactone)50.16 ± 0.11a0.07 ± 0.03a0.18 ± 0.02aA
90.08± 0.00a0.08 ± 0.00a0.20± 0.06a
N-containing compounds
n112521,3-Thiazole50.03 ± 0.01a0.02 ± 0.01a0.04 ± 0.02aA
90.02 ± 0.01a0.02 ± 0.01a0.03 ± 0.02a
n21777N,N-Dibutylformamide50.28 ± 0.04b0.35 ± 0.02b0.20 ± 0.03aA
90.16 ± 0.04a0.23 ± 0.02ab0.29 ± 0.07b
n31989Quinoline5N.D. aN.D. aN.D. aA
90.09 ± 0.00b0.08 ± 0.01b0.07 ± 0.01a
S-containing compounds
s11080(Methyldisulfanyl) Methane (Dimethyl disulfide)50.06 ± 0.02a0.02 ± 0.01a0.07 ± 0.09aA
90.03 ± 0.00bN.D. aN.D. a
Notes: 1) All volatile compounds are listed by the order of their RI values in chemical class. 2) Retention indices were determined using n-alkanes C7–C30 as external standards on a Stabilwax column. 3) Mean values of relative peak area to that of internal standard ± standard deviation from three replicates. 4) Cultivation times: 16 h: 16 hours, 24 h: 24 hours, 32 h: 32 hours. 5) Identification of the compounds was based on the following: A, mass spectrum and retention index agreed with those of authentic compounds under the same conditions (positive identification); B, mass spectrum and retention index were consistent with those from NIST (National Institute of Standards and Technology) database (tentative identification) and literatures [22,23,24]; C, mass spectrum was consistent with that of W9N08 (Wiley and NIST) and manual interpretation (tentative identification). 6) Significant differences (p < 0.05) between samples according to cultivation time using Duncan’s multiple comparison test. 7) N.D. = not detected.
Table 2. The major volatile compounds identified in P. expansum according to variable importance plot (VIP > 0.8) list for PLS (Partial least square) component 1 of PLS-DA.
Table 2. The major volatile compounds identified in P. expansum according to variable importance plot (VIP > 0.8) list for PLS (Partial least square) component 1 of PLS-DA.
Volatile CompoundsVIP Value
Positive direction
1,3,5-Trimethylbenzene1.09
Ethylbenzene1.08
Pentadecan-2-one1.02
Decane0.99
1,3-Benzothiazole0.98
Benzaldehyde0.98
Styrene0.83
Negative direction
3-Methylbutanal1.50
Pentanal1.42
2-Methyldecane1.40
Heptanal1.36
Dodecane1.29
3-Methylbutan-1-ol1.27
2-Pentylfuran1.18
6-Methylheptan-2-one1.17
Octan-2-one1.14
Octanal1.14
Hexan-1-ol1.12
Nonanal1.12
Decanal1.10
Octan-1-ol1.09
Hexadecane1.09
2-(2-Ethoxyethoxy) Ethanol1.08
2-Phenylacetaldehyde1.08
Heptadecane1.08
Naphthalene1.07
2-Ethylhexyl 2-ethylhexanoate1.05
3-Phenylfuran1.02
2-Phenylethanol1.01
2-Phenylpropan-1-ol1.01
Dodecan-1-ol1.00
Quinoline0.99
(E)-3-Phenylprop-2-enal (Cinnamaldehyde)0.98
Methyl (E)-3-phenylprop-2-enoate (Methyl cinnamate)0.98
Hexadecan-1-ol0.90
Dodecyl octanoate0.90
Benzoic acid0.88
Diphenylmethanone (Benzophenone)0.84
Cinnamic acid0.81
Table 3. The major volatile compounds identified in P. expansum according to variable importance plot (VIP > 0.8) list for PLS component 2 of PLS-DA.
Table 3. The major volatile compounds identified in P. expansum according to variable importance plot (VIP > 0.8) list for PLS component 2 of PLS-DA.
Volatile CompoundsVIP Value
Positive direction
2-Phenylpropan-1-ol1.17
Dodecane1.14
1,3,5-Trimethylbenzene1.09
Ethylbenzene1.08
Methyl (E)-3-phenylprop-2-enoate(Methyl cinnamate)1.02
(2E)-3,7-Dimethylocta-2,6-dien-1-ol (Geraniol)0.96
Negative direction
Octan-1-ol1.42
Decanal1.40
6-Methylheptan-2-one1.36
2-Pentylfuran1.09
Pentanal1.08
Octan-2-one1.06
Hexadecane1.05
Heptanal1.04
Pentadecan-2-one1.02
Octan-3-one1.00
Heptadecane0.99
Benzaldehyde0.98
2-Ethylhexyl 2-ethylhexanoate0.98
(E)-3-Phenylprop-2-enal (Cinnamaldehyde)0.97
Hexan-1-ol0.974
1,3-Thiazole0.88
(2E,4E)-Deca-2,4-dienal0.84
Styrene0.83
6-Methylheptyl prop-2-enoate0.81
Table 4. The list of phenylalanine degradation compounds measured and selected ions for qualification and quantification.
Table 4. The list of phenylalanine degradation compounds measured and selected ions for qualification and quantification.
Volatile CompoundsQualifier Ions (m/z)Quantifier Ions (m/z)ID 1)
Styrene78, 103, 104104A
Benzaldehyde77, 105, 106106A
Phenyl acetaldehyde91, 92, 12091A
Acetophenone77, 105, 120105A
2-Phenylethanol91, 92, 12291A
2-Phenylacetonirtile90, 116, 117117A
Cinnamaldehyde103, 131131A
Methyl cinnamate103, 131, 162131A
Benzoic acid122, 105105A
Cinnamic acid103, 147147A
1) Identification of the compounds was based on the following: A, mass spectrum and retention index agreed with those of authentic compounds under the same conditions (positive identification); B, mass spectrum and retention index were consistent with those from NIST (National Institute of Standards and Technology) database (tentative identification) and literatures [22,23,24]; C, mass spectrum was consistent with that of W9N08 (Wiley and NIST) and manual interpretation (tentative identification).

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Kim, H.W.; Lee, S.M.; Seo, J.-A.; Kim, Y.-S. Effects of pH and Cultivation Time on the Formation of Styrene and Volatile Compounds by Penicillium expansum. Molecules 2019, 24, 1333. https://doi.org/10.3390/molecules24071333

AMA Style

Kim HW, Lee SM, Seo J-A, Kim Y-S. Effects of pH and Cultivation Time on the Formation of Styrene and Volatile Compounds by Penicillium expansum. Molecules. 2019; 24(7):1333. https://doi.org/10.3390/molecules24071333

Chicago/Turabian Style

Kim, Hye Won, Sang Mi Lee, Jeong-Ah Seo, and Young-Suk Kim. 2019. "Effects of pH and Cultivation Time on the Formation of Styrene and Volatile Compounds by Penicillium expansum" Molecules 24, no. 7: 1333. https://doi.org/10.3390/molecules24071333

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