Examples of recent works on chromatography-based methods for mycotoxin determination in grapes and grape products.
Abstract
This review explores the presence of mycotoxins in grapes and grape products, focusing on various types such as ochratoxin A (OTA), aflatoxins, fumonisins, patulin, and others. The discussion encompasses multifaceted factors influencing mycotoxin occurrence, including environmental aspects, agricultural practices, and post-harvest handling. Advanced techniques for mycotoxin detection, such as chromatography and immunoassays, are explored, along with the challenges associated with these methods. Mitigation strategies, such as the implementation of good agricultural practices and good manufacturing practices, are presented. Additionally, emerging technologies for mycotoxin control are discussed, highlighting innovative approaches in the field. This overview aims to contribute to the complex realm of mycotoxins in grapes and grape products, offering a holistic understanding from detection to mitigation. The concluding remarks emphasize the significance of proactive measures to ensure the safety and quality of grape products regarding mycotoxin challenges.
Keywords
- mycotoxins
- grapes
- grape products
- mycotoxin detection
- mitigation strategies
1. Introduction
Grape products encompass the grape berry and various products derived from grape berry processing, including wine, grape juice, distillates, vinegar, dried grapes, jams, and jellies. They can be susceptible to contamination with mycotoxins produced by specific fungi [1]. Literature data reveal the presence of various mycotoxin groups in grapes and nearly every type of commodity related to grapes [2, 3, 4, 5, 6, 7, 8, 9, 10]. Mycotoxins constitute a large and heterogeneous group of substances with diverse chemical structures and biological effects. They are low-molecular-weight secondary metabolites produced by filamentous fungi and can have toxic effects on humans, even at low concentrations. Mycotoxins are produced by a wide variety of fungal species, with the major fungal genera responsible for producing these substances being
When it comes to fresh table grapes meant for direct consumption, numerous articles address mycotoxigenic fungi and mycotoxin contamination [14, 15]. Several studies have also examined mycotoxins and the associated fungi in dried grapes [16, 17]. Juices rank as the third-largest source of exposure to OTA following cereals and wines. Given that juices are often consumed by children, there is an added need for awareness concerning mycotoxin presence [6, 16, 17, 18, 19]. Research studies are available for OTA [3, 20, 21, 22, 23, 24, 25], being the subject of the majority of mycotoxin research related to grapes and grape products, aflatoxins [7, 16, 17, 26, 27, 28], fumonisins [4, 8, 20, 21, 29, 30, 31] patulin [12, 32, 33], citrinin [2, 34, 35, 36], and
Many mycotoxins are highly stable metabolites that can withstand technological processes due to their resistance to heat, physical, and chemical treatments, thus remaining in the final products [37], except for patulin in wine, as it is degraded during the fermentation process [38]. Nevertheless, studies considering the effects of climate change on toxigenic fungi remain a challenge. Furthermore, the co-occurrence of OTA and other mycotoxins in grape products needs to be assessed to verify the risk of human exposure to these compounds.
2. Main types of mycotoxins found in grapes and grape products
Mycotoxins are considered among the most significant food contaminants due to their adverse impact on public health and food security. The molecular structures of mycotoxins vary widely, leading to a diverse range of effects on human health. The mycotoxins of greatest significance in grape and grape products include ochratoxin A, aflatoxins, fumonisin B2, and patulin [39].
2.1 Ochratoxin A
Ochratoxins constitute a group of toxic secondary metabolites produced by fungi. OTA stands out as the most toxic member of the ochratoxin group and has been extensively studied (Figure 1). It has been classified as a Group 2B carcinogen (i.e., a possible human carcinogen) by the International Agency for Research on Cancer (IARC) [40]. Nevertheless, OTA can be found in grape juice and wine due to grape contamination by toxigenic fungi [41]. The contamination of wine with OTA was initially reported in 1996 [42]. To address potential consumer risks linked to dietary exposure to OTA, the European Union has established maximum permitted levels for this mycotoxin in various grape products. These levels include 2 μg/kg in wine and grape juice, and 8 μg/kg in dried vine fruits (raisins, and sultanas) [43].
Dachery et al. [44] reviewed the occurrence of OTA in grape juice and wine and found that approximately 70% of samples may contain this toxin, with levels reaching up to ten times higher than the legal limits of 2 μg/L in the European Union [45]. Currently, wine is recognized as the second most significant source of human exposure to OTA, following cereals. Major producers of OTA in grapes and dried vine fruits are
Several authors have determined OTA levels in red, white, rose, Jerez, and sweet wines from different countries. In red wine, the values ranged from 0.58–2.36 μg/L and 0.05–0.35 μg/L in Italy [47, 48], 0.07–2.00 μg/L in Greece [49], 0.004–0.18 μg/L and 0.06–0.14 μg/L in Spain [50, 51], 0.01–0.24 μg/L in France [48], 0.41–0.45 μg/L and n.d.–0.17 μg/L in Portugal [52, 53], 0.39–7.96 μg/L, 0.04–1.92 μg/L, n.d.–0.82 μg/L, and 2.72–7.40 μg/L in Turkey [54, 55, 56, 57], respectively; 0.02–4.82 μg/L in Argentina [58], 0.80–0.84 and 0.03–0.62 μg/L in Brazil [16, 59], 0.03–0.07 μg/L in Australia [48], 0.03–5.95 and n.d.–0.20 μg/L in China [60, 61], and 0.09–0.94 in Tunisia [62]. For white wine, the values ranged from 0.06–1.36 μg/L in Italy [47], 0.25–1.80 μg/L, 0.02–0.34 μg/L, n.d.–0.62 μg/L, and n.d.–4.41 μg/L in Turkey [54, 55, 56, 57], respectively, n.d.–0.03 μg/L in Brazil [16, 17], 0.03–0.07 and n.d.–0.36 μg/L in China [60, 61], and from 0.11–1.50 μg/L in Tunisia [62]. In rose wines from Turkey, the values of OTA ranged from 0.03–2.23 μg/L and from n.d.–0.16 μg/L [54, 56]. In Jerez wine from Spain, the levels of OTA ranged from 0.04–0.64 μg/L [50]. In sweet wine from Italy, they ranged from 0.21–1.56 μg/L, in Greece from n.d.–2.82 μg/L, and in Spain from 0.01–4.63 μg/L [63, 64, 65], respectively. OTA contamination can occur at any stage of the winemaking process, from the early colonization of mycotoxigenic fungi in grapes to the final steps in the wine process. Nevertheless, the main source of contamination in the final product results from the transfer of mycotoxins from grapes [66]. Furthermore, the winemaking process significantly influences OTA content [67, 68, 69], with higher concentrations reported in red wines (<0.01–7.63 μg/L), compared to rose (<0.01–2.40 μg/L) and white wines (<0.01–1.72 μg/L) in general [64, 70, 71, 72]. In a survey regarding the presence of OTA influenced by the type of wine, it was found that 25% of white wines, 40% of rosé, and 54% of red wines were contaminated with OTA [73]. For red wines, the maceration process can lead to an increase in OTA content (approximately 20%) [9] due to the extended contact between grape skins and grape juice, facilitating the solubility and diffusion of this mycotoxin from contaminated skins [74]. Conversely, the absence of maceration in white and rose wines appears to be a critical factor contributing to low OTA levels in these wines [6].
2.2 Aflatoxins
There are approximately 20 types of aflatoxins; however, the four major aflatoxins found in foods are aflatoxin B1 (AFB1), aflatoxin B2 (AFB2), aflatoxin G1 (AFG1), and aflatoxin G2 (AFG2), identified based on their fluorescence under UV light (blue or green) and relative chromatographic mobility during thin-layer chromatography (Figure 2). Their chemical structure is very similar, classified as furanocoumarins due to the presence of a coumarin nucleus associated with a furan and lactone ring. AFB1 is the most potent natural carcinogen known and is typically the major aflatoxin produced by toxigenic strains, has been classified as a human carcinogen (Group 1) by the International Agency for Research on Cancer (IARC) [40]. Aflatoxins are produced through a polyketide pathway by numerous strains of
2.3 Fumonisins
Fumonisins were initially described and characterized in 1988 (Figure 3) [84, 85]. The fungus
2.4 Other mycotoxins
Patulin (Figure 4) is a water-soluble lactone produced via the polyketide metabolic pathway by many species, such as those within the
3. Factors influencing mycotoxin presence in grapes and grape products
It has been demonstrated that environmental stress conditions, such as drought, insect infestation, mechanical damage, cultivar susceptibility, nutritional deficiencies, and unusual temperature, rainfall, or humidity, promote the dissemination of fungal populations, including those present on grapes and grape products. Indeed, alterations in farming practices may lead to increased stress on plants, consequently promoting fungal invasion and mycotoxin contamination [96]. The primary source of fungi in vineyards is soil [97]. Fungi are commonly found in the soil and on grape berries throughout the entire crop production cycle, although they face difficulty in penetrating healthy berries during early grape growth stages. Berries may develop microfissures and soften with ripening, thereby increasing nutrient availability and enabling further contamination by fungi. Their entry into the fruit is also facilitated by skin damage caused by insects, birds, or other factors such as rainfall or fungal infections [98]. Among these factors, insect pests have been confirmed to significantly contribute to fungal invasion of berries and their contamination with OTA. However, despite the numerous insect species that infest grapes [99], only a limited number of them, such as the European grapevine moth
4. Detection and analysis of mycotoxins from grapes and grape products
Detection and analysis of mycotoxins from grapes and grape products are imperative for ensuring food safety. However, challenges in mycotoxin analysis exist, including the discovery of new mycotoxins without a fully understood toxicity profile, modifications that can hamper their identification, co-occurrence, and the complexity of matrices [107]. Analytical approaches, including sample preparation methods, have evolved to overcome some of these limitations, covering a wider range of mycotoxins. Two major trends in mycotoxin analysis can be identified. Firstly, methods based on chromatography, with high sensitivity and specificity, facilitate the separation and quantification of mycotoxins, especially when combined with mass spectrometry. The other trend is immunochemical-based methods, such as the Enzyme-Linked Immunosorbent Assay (ELISA), which offer rapid and cost-effective analyses [107, 108].
4.1 Sampling, sample preparation, and extraction
The sampling, preparation, and extraction of mycotoxins are crucial steps for ensuring precision and accuracy in analytical procedures, especially in solid samples where their occurrence is known to be highly heterogeneous. The sampling process is essential in the analysis of both whole and dried grapes. In this context, in addition to adequate sampling, homogenization of the sample is necessary, for example by grinding [109]. In the EU, there are regulations for the sampling method for the official control of OTA levels in dried grapes, grape juice, grape must, and wine [43]. However, in the case of wine, grape juice, and grape must, sampling is simpler due to the liquid nature of these products. An extraction and preconcentration step are often required before their analysis by chromatographic techniques. The selection of the extraction solvent depends on the physical and chemical characteristics of the analyte, solvent cost, and safety; organic solvents such as acetonitrile, methanol, acetone, ethyl acetate, and dichloromethane are generally used for mycotoxin extraction. In liquid matrices, it is common to use a liquid-liquid extraction (LLE) approach followed by a cleaning step using solid phase extraction (SPE) or immunoaffinity columns (IAC) [63]. In contrast, for solid samples such as dried grapes, the solid-liquid extraction (SLE) procedure is preferred before the cleaning step. It should be noted that highly sensitive and specific immunoassays, such as ELISA, may not necessitate a clean-up step. On the other hand, techniques with poor resolution, like thin-layer chromatography (TLC), will likely require thorough clean-up procedures. Newer techniques such as QuEChERS (which stands for Quick, Easy, Cheap, Effective, Rugged, and Safe) and dispersive liquid-liquid microextraction (DLLME) have also been successfully used for detecting important mycotoxins in wines [110, 111].
4.2 Chromatography-based methods
Mycotoxin separation is typically achieved through chromatographic methods, including thin-layer chromatography (TLC), gas chromatography (GC), or liquid chromatography (LC). Due to the non-volatile nature of many mycotoxins in grapes and grape products, such as OTA, samples are generally separated by TLC or LC and quantified using fluorescence or mass spectrometry (MS) [112]. TLC has become a largely neglected technique, although it is still used in some laboratories, especially in developing countries, and when combined with an ultraviolet (UV) or fluorescence scanner. It is an easy-to-use, fast, and highly versatile separation technique, particularly important in resource-limited settings. Unlike more complex techniques, TLC offers rapid results and requires minimal specialized equipment, making it accessible for various applications. Notably, TLC has proven important in detecting and quantifying aflatoxins at low levels. Nevertheless, it has been superseded by more advanced methods such as GC and high-performance liquid chromatography (HPLC). Regarding GC, which was previously widely used for multiple analyses of trichothecene, modern advancements in HPLC with UV and fluorescence detectors (FLD), and more recently, in MS, have effectively supplanted it. As a result, HPLC, namely reversed-phase HPLC (RP-HPLC), has become the main method for determining mycotoxins and remains so in most laboratories (Table 1) [108].
Sample | Sample preparation | Mycotoxin | Method | Reference/Year |
---|---|---|---|---|
Grape | QuEChERS | Aflatoxin (B1/B2/G1/G2), Cytochalasin (B, C, D), Diacetoxyscirpenol, Deoxynivalenol, 3-acetyl deoxynivalenol, 15-acetyl deoxynivalenol, Enniatin (A, A1, B, B1), Fusarenone X, HT-2/T-2 toxins, Neosolaniol, Ochratoxin (A, B, C) | UHPLC-HRMS | [110]/2024 |
Wine | LLE | Aflatoxin (B1, B2, G1, G2), Ochratoxin A, Zearalenone | UHPLC–MS/MS | [113]/2022 |
Wine | SPE | Ochratoxin (A, B) | HPLC-FLD | [114]/2020 |
Wine | Dilution and filtration | Aflatoxin (B1, B2, G1, G2), Deoxynivalenol, Diacetoxyscirpenol, Fumonisin (B1, B2), HT-2/T-2 toxins, Ochratoxin A, Zearalenone; pesticides (n = 185) | UHPLC–MS/MS | [115]/2019 |
Grape | QuEChERS | Alternariol, Alternariol monomethyl ether, Altenusin, Altenuene, Tentoxin, Tenuazonic acid | UHPLC–MS/MS | [11]/2019 |
Grape juice, wine | SPE | Ochratoxin A | LC-FLD | [116]/2018 |
Wine | IAC | Ochratoxin (A, B), Aflatoxin (B1, B2, G1, G2) | HPLC-FLD | [63]/2015 |
Chromatographic techniques coupled with fluorescence detection are mainly used for confirmatory analyses, especially in the quantification of OTA. However, an additional confirmation step may be necessary to guarantee the identity of OTA. This confirmation is normally performed through derivatization with BF3 in methanol or with methanol in concentrated hydrochloric acid, both producing the methyl ester derivative of OTA [109].
More recently, ultra-high-performance liquid chromatography (UHPLC) coupled with high resolution mass spectrometry (HRMS) is considered the most advanced technique for the qualitative and quantitative analysis of mycotoxins, particularly for multiclass determination of mycotoxins, even in the presence of several interfering substances in complex samples. In fact, this state-of-the-art technique responds to current demands for multi-target techniques that guarantee specificity and sensitivity characteristics, while simultaneously allowing the identification of non-target compounds [107, 110]. This is of significant interest within the context of climate change. Anticipated shifts in climate variables, including temperature, rainfall, and atmospheric carbon dioxide levels, are expected to exert an influence on fungal growth and toxin production. The adoption of comprehensive analyses, rather than a focused approach, holds the potential to provide critical insights as these climate-induced changes progress [108, 117].
4.3 Immunochemical-based methods
Immunochemical-based methods serve as rapid initial screening tools, often provided in purpose-tailored kits. Leveraging the binding affinity between mycotoxins and specific antibodies, these methods facilitate rapid,
A widely used immunochemical method is ELISA. Commercially available ELISA-based kits for all regulated mycotoxins ensure food safety throughout the supply chain. ELISA, with its high sensitivity and specificity, is suitable for the quantitative measurement of various mycotoxins. Predominantly, classical and competitive inhibition formats are used, which perform better considering the limited epitope site display of mycotoxins [107].
Beyond ELISA, ongoing developments in immunochemical-based tests aim to create rapid, portable, and easy-to-operate systems. Among these, lateral flow immunoassays (LFIA), also known as lateral flow tests or immunochromatographic assays, are often used in on-site mycotoxin screening for grapes. LFIA provides fast results, easy operation, and requires minimal equipment. It involves moving the sample along a strip containing immobilized antibodies, generating a visible signal indicating the presence or absence of the target mycotoxin. LFIA, recognized for its simplicity and speed, is valuable for qualitative assessments, especially in scenarios requiring immediate results. However, its quantitative precision is limited [112, 118].
In the field of research, and with more limited market availability and commercial applications, biosensors use the selectivity and affinity of antibodies coupled to different sensor devices to determine prevalent mycotoxins. Biosensors based on synthetic ligands, designed to mimic the binding capacity of natural antibodies, also contribute to this growing field of research [119]. In general, biosensors come in various types and can face challenges including complex construction, costly labeling markers, and susceptibility to factors like temperature, pH, and immobilization support, which can affect sensitivity. Issues like cross-reactivity with similar compounds in the sample matrix, such as wine, can further complicate biosensor measurements, impacting their reliability. While biosensors hold promise, their broad practical application is still in development [120].
5. Mitigation strategies for mycotoxins in grapes and grape products
5.1 Viticultural practices to minimize mycotoxins in grapes and grape products
There are many fungi on grapes in the vines, but the main problem from the viewpoint of mycotoxin contamination is the black
However, diverse practices and good management of cultivation, pruning, and adequate irrigation can reduce the levels of black
5.2 Strategies and treatments to mitigate the final content of mycotoxins in wine
An important mycotoxin frequently found in wines is OTA, which is limited to a maximum of 2.0 μg/L in the European Union. In winemaking, harvesting healthy grapes, followed by a rapid process and maintaining good clean conditions in the winery, is crucial to minimize OTA wine contamination. Many vinification operations, such as pressing grapes and clarification processes that remove solids in suspension, some grape proteins, and spent yeast, help eliminate a significant quantity of OTA [86, 121]. Therefore, prevention and avoiding its appearance in wines are essential; when present, more efficient treatments may be necessary to remove OTA and ensure safe levels for human consumption [14].
Thus, knowledge about OTA contamination and its appearance in wine and wine by-products is crucial to manage OTA risk in contaminated stock. In some winemaking experiences, only 4% of the OTA present in grapes continues into the wine; the majority is eliminated in the pressed grape pomace. However, OTA content remains constant in wine even after 1-year of aging and is also present in all liquid fractions collected during vinification (i.e., grape juice, free-run juice, and wine after first and second sedimentation) [121]. Various physical, chemical, and microbiological methods have been described for OTA elimination from food products [14, 66, 68, 126, 127, 128].
Biological methods utilize microorganisms such as yeast, bacteria, and fungi for the detoxification of mycotoxins [66, 129, 130]. Bacteria, such as
There are some doubts in the literature about
Some physical treatments have shown efficacy in OTA removal, such as wine filtration through a 0.45 μm membrane, which can reduce about 80% of OTA in the wine [138]. Solfrizzo et al. [139] found that OTA levels in wine can be significantly reduced by the repassage of grape pomaces through the wine. They also observed that if the grape pomaces are from the same grape variety as the treated wine, there will not be any significant impact on wine quality; however, it is not a practical treatment due to logistics difficulties in the winery. Other physical treatments like pulsed light (PL) can also efficiently remove OTA from clarified grape juice. The factors of OTA degradation by PL were explored, and the OTA removal presents a performance of 95.29% after optimization by response surface methodology [140]. Also, radiation methods including ultraviolet radiation, gamma radiation, electron beam radiation, and X-ray radiation can be safe and efficient in removing mycotoxins from food [141]. Inorganic mineral adsorbents present an efficient means of OTA removal due to their large specific surface area and ion adsorption capacity, primarily aluminum silicate, hydrated sodium calcium aluminosilicate, bentonite, zeolite, diatomaceous earth [142, 143]. Some studies have been conducted, especially with activated carbon. Activated carbon can effectively reduce OTA levels in wine; however, it may have a negative impact on wine quality [144]. Activated carbon is used as a fining agent in enology [145] at the maximum dosage of 1 g/L. The adsorption capacity of activated carbon is strictly dependent on its physicochemical characteristics, especially, pore structure and size, magnitude, pore volume, and distribution on the surface area, which are crucial for its adsorption capacity and performance [146].
Galvano et al. [147] verified that activated carbon demonstrates effective absorption of OTA in a model solution (1 milligram of activated carbon can remove 125 μg of OTA). However, the complexity of the wine matrix, particularly in red wines, could significantly reduce the OTA adsorption capacity of activated carbons due to the presence of many phenolic compounds. Seven commercially available deodorizing activated carbons were tested to optimize OTA removal from white and red wines at high levels of OTA (10.0 μg/L) [144]. The study showed that 1 g/L of activated carbon can remove 100% of OTA in white wines. It was also observed that activated carbon efficiency was less dependent on activated carbon physicochemical characteristics. However, in red wines, only one activated carbon tested could remove 100%, whereas the activated carbon with a higher abundance of mesopores exhibited better performance in OTA removal. The lower efficiency in red wines was associated with the competition of red wine anthocyanins for activated carbons mesopores [143].
AFB1 and AFB2 are two highly toxic mycotoxins that have been sometimes found in wines. For example, AFB1 was present in 23% of the analyzed wines, and 21, 40, and 37% of the wines also contained AFG1, AFB2, and AFG2, respectively. The concentration of these aflatoxins averaged 0.025, 0.043, 0.015, and 0.027 μg/L for AFB1, AFG1, AFB2, and AFG2, respectively [148]. Previous studies have shown that the processing applied to grape products may influence aflatoxin levels. For instance, Heshmati et al. [149] observed a significant effect on aflatoxins removal during pekmez preparation, resulting in a significant reduction of AFB1, AFB2, AFG1, and AFG2 by up to 60.4, 76.7, 76.3, and 86.7%, respectively [149]. Interesting results were also obtained [150] during vinegar production from grapes, where they found that the values of AFB1, AFB2, AFG1, and AFG2 were significantly reduced by 76.20, 71.06, 69.26, and 75.85%, respectively. Alcoholic fermentation had the most significant effect on aflatoxin reduction during vinegar production, decreasing AFB1, AFB2, AFG1, and AFG2 by 41.87, 45.34, 45.37, and 46.52%, respectively. Currently, no authorized treatmenta are available for removing aflatoxins from wines. Several authorized fining agents like potassium caseinate, chitosan, bentonite, and activated carbon were tested for aflatoxins removal (AFB1 and AFB2). Interestingly, the work showed that the fining agents’ performance in aflatoxins removal was dependent on the wine matrix, more so in white wine than in red wine. The most efficient fining agent was bentonite, which could remove 10 μg/L from white wine (100% of AFB1) and 82% of AFB2 from red wine. The impact of bentonite on white wine chromatic characteristics was low (color difference, ΔE* = 1.35). However, the treatment with bentonite could have a significant impact on red wine chromatic characteristics (ΔE* = 4.80) due to the considerable reduction of total anthocyanins, decreasing the respective wine color intensity by 1.5 points [151].
6. Conclusions
The presence of fungal contamination in vineyards can elevate health risks attributed to mycotoxins in grapes and their respective products. Among them, OTA is the most frequently reported mycotoxin in grapes and grape products, and this compound is regulated in several countries. OTA is initially removed from grape juice by its adsorption onto solid parts of grapes by yeasts and bacteria responsible for alcoholic or malolactic fermentation, which are usually removed from the wine during stabilization and bottling. When these mycotoxins persiste in the final wine, they can be efficiently removed by fining, for example, activated carbons. However, some studies have indicated the co-occurrence of other mycotoxins such as aflatoxins, fumonisin, and patulin, indicating that these metabolites cannot be disregarded. The presence of patulin is primarily a preharvest issue in table grapes and grape juice. More studies focusing on mycotoxin presence are needed, as well as research on the possible effects of processing grapes and grapes products on mycotoxin levels, which may become a future concern for the grape and grape products industries. It is also important to consider the scenario of climate change, as fungal development in grapes and grape products may deviate from the current situation in each region worldwide.
Acknowledgments
FCT-Portugal, CQ-VR (UIDB/00616/2020 and UIDP/00616/2020). (https://doi.org/10.54499/UIDP/00616/2020 and https://doi.org/10.54499/UIDB/00616/2020) and Project Vine&Wine Portugal—Driving Sustainable Growth Through Smart Innovation, Application n. ° C644866286 00000011, co-financed in the scope of the Mobilizing Agendas for Business Innovation, under Reg. (EU) 2021/241, in the Plano de Recuperação e Resiliência (PRR) to Portugal, na sua componente 5—Capitalização e Inovação Empresarial.
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