Abstract
Decay due to fungal infection is a major cause of postharvest losses in fruits. Acidic fungi may enhance their virulence by locally reducing the pH of the host. Several devastating postharvest fungi, such as Penicillium spp., Botrytis cinerea, and Sclerotinia sclerotiorum, can secrete gluconic acid, oxalic acid, or citric acid. Emerging evidence suggests that organic acids secreted by acidic fungi are important virulence factors. In this review, we summarized the research progress on the biosynthesis of organic acids, the role of the pH signalling transcription factor PacC in regulating organic acid, and the action mechanism of the main organic acid secreted via postharvest pathogenic fungi during infection of host tissues. This paper systematically demonstrates the relationships between tissue acidification and postharvest fungal pathogenicity, which will motivate the study of host–pathogen interactions and provide a better understanding of virulence mechanisms of the pathogens so as to design new technical strategies to prevent postharvest diseases.
Keywords: acidic fungi, ambient pH, organic acids, regulatory mechanism, virulence factor
Organic acids secreted by acidic fungi in the growth medium or in the decayed fruit tissue modulate environmental pH and pathogenicity.

1. INTRODUCTION
Decay caused by fungal infection is the most extensive loss in postharvest fruits, and unsuitable postharvest ambient conditions may accelerate the onset of infection during storage and transport of fruits. Pectate lyase has been implicated as an essential virulence factor, and pectin compounds in the pectinolytic intermediate layer can cause impregnation and softening of host tissues. However, not all cell wall‐degrading enzymes produced by pathogenic pathogens are necessarily virulence factors (Miyara et al., 2008). Fungal pathogens can enhance their infecting ability by secreting organic acids or ammonia to acidify or alkalize the host's environment. Based on these mechanisms, fungal pathogens are classified into two categories, acidic and alkaline fungi (Prusky & Lichter, 2008). Penicillium digitatum, Penicillium italicum, Penicillium expansum, Botrytis cinerea, Sclerotinia sclerotiorum, and other postharvest fungi have been identified as acidic fungi, causing green mould in citrus (Ramón‐Carbonell & Sánchez‐Torres, 2017; Smilanick et al., 2005), blue mould in apple and peach, and grey mould in tomato, strawberry, and grape (Jiao et al., 2018; Levine et al., 1994; Ugolini et al., 2014). Secretion of organic acids is important during invasion and pathogenesis of such fungi, as the environmental pH effectively regulates fungal growth and development as well as increasing fungal pathogenicity (Prusky et al., 2001). Bateman and Beer (1965) reported a close association between fungal pathogenicity and pH value. They proposed that pathogens acidify the host tissues during infection and produce pH conditions more suitable for the activity of plant cell wall‐degrading enzymes. Prusky et al. (2001) reported that some pathogenic fungi can increase their virulence by altering the ambient pH of their hosts. The ambient pH is a regulatory cue for processes associated with fungal infection, virulence, and pathogenicity (Rollins & Dickman, 2001). Organic acid molecules secreted by acidic fungi are multifunctional, including activating virulence factors and enhancing the pathogenicity of certain fungi.
Nevertheless, the underlying mechanisms by which acidification can increase fungal pathogenicity remain to be elucidated. Concentrations of different organic acids produced by acidic fungi after infecting their hosts have been examined previously, and it has been reported that acidification processes depend on the host's carbon content and expression of genes for acidifying products (Prusky & Yakoby, 2003; Vilanova et al., 2014). Therefore, systematic understanding of the relationships between acidification and pathogenicity is crucial for further exploring the mechanisms of fungal pathogens, effectively controlling postharvest diseases and reducing postharvest losses. In this paper, we briefly review several postharvest acidic fungi and their main organic acids. Moreover, we focus on transcriptional regulation and the role of organic acids in infection of plant tissues to provide a better understanding of organic acids produced by pathogenic fungi as well as the virulence mechanisms of the pathogens.
2. ACIDIC FUNGI AND THE PREDOMINANT ORGANIC ACIDS
The change in pH in plant tissues depends on the initial ambient pH and the host's buffering capacity (Davidzon et al., 2010). When infecting plant tissues, some fungal pathogens may secrete pH‐regulating compounds to lower or increase the environmental pH to enhance infection, and such pH‐regulating compounds are typically organic acids or ammonia (Davidzon et al., 2010; Rollins & Dickman, 2001). Fungi that can lower or increase the pH are termed “acidic fungi” or “alkaline fungi”, respectively (Alkan et al., 2013). A large number of postharvest fungi infect their host by secreting organic acids to achieve tissue acidification. These include P. expansum, P. digitatum, and P. italicum (Prusky & Yakoby, 2003; Vilanova et al., 2014), Phomopsis mangiferae (Davidzon et al., 2010), B. cinerea (Manteru et al., 2003), as well as S. sclerotiorum (Rollins & Dickman, 2001) and other postharvest pathogens.
According to Vylkova (2017), Aspergillus niger, a fungal strain commonly used for fermentation and food processing, is also considered an acidic fungus. As shown in Table 1, S. sclerotiorum and B. cinerea lower the pH in their host's environment by secreting large amounts of oxalic acid (Manteru et al., 2003; Rollins & Dickman, 2001). Penicillium spp. mainly secrete gluconic and citric acid (Davidzon et al., 2010; Vilanova et al., 2014), whereas P. expansum and P. mangiferae mainly secrete gluconic acid when infecting fruits such as apples and mangoes (Davidzon et al., 2010; Prusky et al., 2004).
TABLE 1.
Main acidic fungi and secreted organic acids
| Pathogen | Organic acid | Host | References |
|---|---|---|---|
| Penicillium digitatum | Gluconic acid, citric acid, fumaric acid | Citrus | Vilanova et al. (2014); Zhang et al. (2021) |
| Penicillium expansum | Gluconic acid, citric acid, fumaric acid | Apples, pears, cherries | Barad et al. (2014, 2016); Vilanova et al. (2014) |
| Penicillium italicum | Gluconic acid, citric acid, fumaric acid | Citrus | Penalva et al. (2008); Prusky and Yakoby (2003); Prusky et al. (2004) |
| Aspergillus niger | Gluconic acid, citric acid | Grapes, apples | Prusky and Lichter (2008); Vylkova (2017) |
| Aspergillus carbonarius | Gluconic acid, citric acid | Grapes, peaches, pears, citrus, and nectarines | Barda et al. (2020); Maor et al. (2017) |
| Fusarium oxysporum | Fumaric acid | Watermelons, tomatoes, and other hosts | Kwon et al. (2007); Weert et al. (2004) |
| Fusarium proliferatum | Fumaric acid | Onion, leek, chives, and garlic | Palmero et al. (2010) |
| Phomopsis mangiferae | Gluconic acid | Mangos | Davidzon et al. (2010) |
| Sclerotinia sclerotiorum | Oxalic acid | Wide range of hosts including oilseed rape | Cessna et al. (2000); Liang et al. (2015); McCaghey et al. (2019); Rollins and Dickman (2001) |
| Botrytis cinerea | Oxalic acid | Tomatoes, apples, pumpkins, and peppers | Manteru et al. (2003); Ugolini et al. (2014) |
According to the previous report, the contents of organic acids decrease with reducing virulence or fungal pathogenicity (Barad et al., 2012; Kunz et al., 2006; Liang et al., 2015). Knockout of genes related to organic acid synthesis or encoding transcription factor genes will reduce organic acid accumulation, and ultimately lead to weakened fungal pathogenicity. For example, a transcription factor (pacC) mutant of Aspergillus carbonarius is unable to efficiently acidify growth medium or infect its host as a direct result of diminished gluconic and citric acid production (Barda et al., 2020). Moreover, a study reporting the effect of organic acids (as pH modulators) on the response of citrus fruit to compatible and noncompatible pathogens indicated that P. digitatum pathogenicity was enhanced only when host‐tissue acidification was accompanied by the suppression of H2O2 (Macarisin et al., 2007). This research emphasizes the important contribution of organic acids, including citric acid, oxalic acid, and gluconic acid, in fungal colonization of fruit tissue, but also that pathogenic development did not only rely on organic acid content.
3. BIOSYNTHESIS OF ORGANIC ACIDS IN ACIDIC FUNGI
Numerous studies have reported that organic acids secreted by acidic fungi are crucial in pathogen virulence (Barad et al., 2014; Penalva et al., 2008; Rollins & Dickman, 2001). The acidic environment produced by organic acids during pathogen attack may alter the apoplastic pH, which improves the activity of other fungal pathogenic factors such as cell wall‐degrading enzymes, especially polygalacturonases (PGs), during infection (Barad et al., 2014; McCaghey et al., 2019; Prusky & Yakoby, 2003). Organic acids such as oxalic, citric, and gluconic acids are important for fungal pathogenicity. The ability of acidic fungi to produce organic acids to a certain extent determines the ability of these fungi to infect (Prusky et al., 2016).
Oxalic and citric acids are synthesized in the later stages of the tricarboxylic acid (TCA) and glyoxylate cycles (Munir et al., 2001; Papagianni, 2007). Breakdown of isocitrate by isocitrate lyase is the first stage in the glyoxylate shunt, a pathway that regenerates the TCA cycle precursors during growth. Moreover, two enzymes, glyoxylate oxidase and oxaloacetase acetylhydrolase, are involved in oxalic acid metabolism in fungi: oxaloacetate acetylhydrolase catalyses the hydrolysis of oxaloacetate to produce oxalic acid and acetic acid (Chen et al., 2010; Han et al., 2007); and glyoxylate oxidase catalyses the oxidation reaction of glyoxylic acid to produce oxalic acid (Prusky et al., 2016). Some fungi only accumulate oxalic acid through oxaloacetate, so knocking out the corresponding gene cannot produce oxalic acid. The fact that oxalic acid plays a pivotal role in pathogenic virulence is supported by a large number of experiments at the gene level. Liang et al. (2015) produced a mutant with a knocked‐out oxaloacetate acetylhydrolase OAH gene, which was unable to synthesize oxalic acid. Inoculation tests showed a significant reduction in the mutant's virulence. Kunz et al. (2006) found that the mutant A336 of B. cinerea, which lacks oxalic acid, can grow in normal conditions in vitro but is nonpathogenic. A similar phenomenon was observed in S. sclerotiorum (Tian et al., 2016). In addition, oxalic acid can act synergistically with PG to promote infection and colonization by S. sclerotiorum. Observation of disease onset in sugar beet leaves after inoculation with S. sclerotiorum showed that tissue maceration occurred before the host was covered with mycelial growth, indicating that oxalic acid had entered the host tissue before mycelial invasion, confirming that S. sclerotiorum secretes oxalic acid earlier in the infection process than it secretes cell wall‐degrading enzymes (Tu, 1985). This is consistent with the conclusion that oxalic acid accumulation can produce an acidic environment suitable for other pathogenicity factors and enzymatic activity (Kunz et al., 2006). However, oxalic acid production and accumulation are influenced by multiple factors such as oxalic acid dehydrogenase genes, environmental pH, and the transcription factor pac1 (considered to be a structural homolog of PacC).
Gluconic acid is produced through oxidation of β‐d‐glucose to d‐gluconolactone and H2O2 by glucose oxidase (GOX) (Davidzon et al., 2010). Therefore, the activity and expression of GOX are essential for gluconic acid production. Hadas et al. (2008) identified two putative genes (GOX1 and GOX2) in P. expansum and analysed transcript expression of the GOX family in infected tissues, which showed that GOX2 expression was higher than that of GOX1, suggesting that GOX2 may be more important for pathogenicity. However, a new GOX3 gene was recently identified by RNA sequencing, and its transcription was induced before that of GOX2 (Tian et al., 2016). Further studies are needed to examine the effect of GOX3 expression on the pathogenicity of acidic fungi. Davidzon et al. (2010) analysed the acidification process in mango infected with P. mangiferae and found that the expression level of pmgox1, encoding GOX, was 8–12‐fold higher at pH 7 and 8 than that at pH 4. Moreover, high transcription levels of pmgox1, and gluconic acid and H2O2 content were found in infected fruit tissues, which confirmed that GOX contributed to acidification of plant tissues by P. mangiferae. These observations highlight the importance of acidification for pathogenicity of P. mangiferae. Acidification of tissues by gluconic acid is important for the induction of biosynthesis and accumulation of patulin and the fungus' pathogenicity in P. expansum (Barad et al., 2014). When P. expansum infects plant tissues, gluconic acid, as the sole carbon source, induces accumulation of patulin. Therefore, accumulation of gluconic acid as a precursor may directly regulate patulin synthesis, thereby regulating the activation of transcription factor PacC as well as that of other pathogenicity factors. These factors also contribute to the colonization of P. expansum in plant tissues (Barad et al., 2014). It has been suggested that gluconic acid may be metabolized via glycolytic pathways to pyruvate, which in turn is metabolized to patulin (Sumitra et al., 2006).
The alteration of the host tissue pH through exogenous elicitors also confirms that organic acids are important for pathogenic fungi. Accumulation of exogenous oxalic acid may effectively inhibit the development of blue mould disease in kiwi fruit and reduce patulin accumulation, thereby improving fruit storage quality (Zhu et al., 2016). Ammonia activates PacC and patulin in acidified environments when apples are infected by P. expansum (Barad et al., 2014). Artificial acidification of host tissues can increase the virulence of certain pathogens. Artificial addition of 100 mM sodium bicarbonate (NaHCO3) to fruit can increase the pH and decelerate the spread of fruit disease spots during infection by Colletotrichum musae (Costa & Gunawardhana, 2012). Zhou et al. (2018) found that essential oil extracts can reduce organic acid secretion by P. expansum in vitro, thereby reducing its infectious ability. Accumulation of exogenous organic acids can be used as a regulator of acidic pH response processes, which in turn affects the environmental pH signal pathway and gene transcript expression, which may be a viable strategy to prevent detrimental effects of such postharvest pathogens (Keel et al., 2009). Regarding organic acids, the regulation of organic acid synthesis or identifying elicitors for postharvest control of fruit acidity will be promising approaches to prevent postharvest fruit diseases.
4. REGULATION OF ORGANIC ACID PRODUCTION
The ambient pH regulates differential selective expression of pathogenic factors in pathogens via pH signalling pathways, which allows pathogens to infect their hosts more effectively (Alkan et al., 2013; Gomes et al., 2020). Considering different host environments, many fungi adapt and develop environment‐sensing mechanisms to adjust the ambient pH to best suit their pathogenicity. Fungal response is achieved by regulating the amount of incoming and outgoing ions (Mingot et al., 2001). The production of organic acids by commercial filamentous fungi using biotechnology is increasingly important (Sauer et al., 2008), but many aspects of organic acid excretion by postharvest pathogenic fungi are still poorly understood (Pamela et al., 2012). This is partly due to the multitude of influencing factors such as host medium composition and conditions such as sugar content and pH. In many organisms, acidification is induced under carbon excess, such as 175 mM sucrose (the most abundant sugar in fruits) (Bi et al., 2016). Ambient pH strongly influences growth and organic acid excretion in postharvest fungi. From a biotechnological perspective, the maximal citric acid production by A. niger occurs when the pH is lower than 2, gluconic acid production at pH 4.5–6.5, and oxalic acid excretion above pH 5 (Pamela et al., 2012; Papagianni, 2007).
Ambient pH levels refer to the pH of the environment wherein microorganisms survive and proliferate. Several microorganisms grow over a wide pH range and their gene expression is tailored to the pH of their growth environment, so that permeases, secreted enzymes and metabolites are synthesized only at pH values in which they can function (Penalva et al., 2008). Ambient pH levels are important in determining the pathogenicity of the pathogen to successfully invade and colonize (Prusky et al., 2016). Under alkaline conditions, the synthesis of organic acids is triggered in postharvest pathogenic fungi. It has been reported that there are seven dedicated genes involved in pH regulation in Aspergillus nidulans, including pacC, palA, palB, palC, palF, palH, and palI (Penalva et al., 2008). PacC is a transcription factor responding to pH, and contains three Cys2His2 zinc finger motifs, recognizing the core region of 5′‐GCCARG (Ment et al., 2015). Under acidic conditions, PacC (72‐kDa PacC72) is not active, but under alkaline conditions, the PacC72 undergoes two successive proteolytic cleavages. In the first step, PacC72 is hydrolysed into PacC53. The second step of the catalysis reaction is mainly regulated by PalB, independently of pH. Under the action of a protease, PacC53 is cleaved to PacC27, which has the function of inhibiting or activating genes (Arst & Penalva, 2003). Therefore, changes in environmental pH have a significant effect on the expression of PacC, eventually resulting in a sophisticated system of preferred acids and alkalis as a function of ambient pH (Andersen et al., 2009).
The ambient pH signalling pathway mediated by the transcription factor PacC has been intensively studied, and is known as the pal pathway in filamentous fungi (Penalva et al., 2008). PacC has been reported to be a virulence factor of numerous fungi. However, under acidic conditions, PacC acts as a negative regulatory factor, which is important for the invasion of Fusarium oxysporum and Fusarium graminearum (Chen et al., 2018; Merhej et al., 2011). PacC, as a transcription factor, regulates adaptations to the environment, secondary metabolism processes, and virulence in many fungal pathogens. Recent research reported the regulation of organic acids by PacC in the pathogenesis of postharvest fungi such as P. expansum (Barad et al., 2016; Chen et al., 2018) and P. digitatum (Zhang et al., 2013). These studies demonstrated that PacC plays an important role in the production of organic acids by postharvest fungi via regulation of the expression of genes for enzymes involved in the biosynthesis and degradation of organic acids such as GOX and oxaloacetate hydrolase. In S. sclerotiorum, pac1 acts as a pH‐sensing transcription factor that accumulates in response to elevated environmental pH and activates pac1‐mediated downstream signalling, which in turn facilitates oxalic acid biosynthesis (Rollins & Dickman, 2001). This study demonstrated the production of oxalic acid mediated by pH using a Δpac1 mutant, suggesting that the production of pathogenic factors is a consequence of ambient pH regulation and that its accumulation may help regulate the acidification process. Barad et al. (2014) constructed two PacC gene mutants by down‐regulating PacC expression using RNA interference (RNAi) technology. They found production of gluconic acid in the mutants decreased by 63% and 27%, and accumulation of patulin also reduced. Chen et al. (2018) found that virulence of the ΔPePacC mutant was obviously reduced when infecting pear and apple fruits. PePacC can activate different target proteins such as calreticulin, glucose oxidase, and sulphate adenylate transferase, which confirms that the PacC transcription factor is associated with P. expansum virulence. Similarly, deletion of PacC homologs in pathogenic fungi such as P. digitatum (Zhang et al., 2013), Colletotrichum acutatum (You et al., 2007), and Colletotrichum gloeosporioides (Miyara et al., 2008) can reduce the virulence of plant pathogens. However, there are also some reports claiming that PacC has no significant effect on the pathogenesis of certain fungi. The endoPG family, including PacC homologs, in B. cinerea exhibit differential expressions at various pH conditions, but there is no evidence suggesting that PacC can act as a transcription factor affecting the pathogenicity of B. cinerea (Christine et al., 2018; Gomes et al., 2020). Additionally, PacC negatively affected the pathogenicity of F. oxysporum and F. graminearum, suggesting that PacC is a crucial element of a complex regulatory network that controls the virulence of different fungal pathogens (Caracuel et al., 2003).
Cyclic adenosine mono‐phosphate (cAMP) and the mitogen‐activated protein kinase (MAPK) signal transduction pathway can regulate the formation of fungal appressoria (Franck et al., 2013; Zhao et al., 2005). Recognition of the external pH environment and further infection of the host by fungi are inseparable from intracellular signal regulatory systems, such as the cAMP and MAPK pathways. Increased levels of endogenous or exogenous cAMP can lead to oxalic acid accumulation in S. sclerotiorum (Rollins & Dickman, 2001). cAMP‐mediated signalling interacts with environmental pH signalling, thereby regulating oxalic acid production and sclerotium development (Alkan et al., 2013). MAPK signalling cascades act in synergy with pathways such as cAMP/PKA or environmental pH signalling in Candida albicans in response to external pH (Leberer et al., 2001).
5. MECHANISMS OF ACTION OF ORGANIC ACIDS INVOLVED IN FUNGAL PATHOGENICITY
5.1. Oxalic acid
Oxalic acid is one of the key factors in the pathogenesis of S. sclerotiorum and B. cinerea (Cessna et al., 2000; Prusky & Lichter, 2008). Oxalic acid plays a similar role in the pathogenesis of B. cinerea as in that of S. sclerotiorum (Cessna et al., 2000; Manteru et al., 2003). However, the interactions between S. sclerotiorum and its hosts have been studied in more detail. The effect of oxalic acid on S. sclerotiorum pathogenesis can be summarized as follows: (a) Oxalic acid promotes the accumulation of initial acid and reduction of extracellular pH at the site of infection. The high concentration of oxalic acid reduces the extracellular pH to 4–5 at the site of infection, which enhances the activity of cell wall‐degrading enzymes such as PG, cellulase, hemicellulose, and pectinase (Cessna et al., 2000; Rollins & Dickman, 2001). In addition, the acidified environment inhibits the activity of enzymes associated with plant resistance to disease such as phenylalanine ammonia‐lyase and polyphenol oxidase. The decrease in pH also influences the transcription of other pathogenicity factor genes, such as pg1 (Prusky & Lichter, 2008). (b) Chelation of metal ions from plant tissues by oxalic acid is toxic to host tissues. Oxalic acid chelates Ca2+ to produce insoluble calcium oxalate crystals, which disrupt cell walls and block plant ducts, causing wilting in plant hosts (Cessna et al., 2000; Prusky & Lichter, 2008). Calcium oxalate also causes destabilization of host pectin polymers, thus reducing access and sensitivity to pectinolytic enzymes produced by S. sclerotiorum (Rollins & Dickman, 2001). Chelation of Mg2+ by oxalic acid leads to failure of normal chlorophyll synthesis and disruption of ribosomal functions (Kabbage et al., 2013). (c) Oxalic acid alters redox reactions in plant tissues and inhibits defence responses. Moreover, oxalic acid inhibits the oxidative burst, callose deposition, and other early defence reactions in the host by generating a reducing environment, thus reducing the oxidative damage to S. sclerotiorum by plant tissues during invasion. Oxalic acid can impede signal transduction in the oxidative burst pathway of the host and inhibit the synthesis or activation of oxidase accumulation during the oxidative burst (Cessna et al., 2000; Williams et al., 2011). The acidic environment produced by oxalic acid accumulation hampers the production of H2O2 and inhibits the oxidative burst in the host (Kim et al., 2008). (d) Oxalic acid can induce the production of reactive oxygen species (ROS) in plant tissues and can cause programmed cell death (PCD) in plants (Williams et al., 2011). When S. sclerotiorum invades the host, oxalic acid can stimulate early anion and K+ loss from plant cells, thereby inducing cell dehydration and contraction, and causing a PCD response. When the host's early defence response is down‐regulated, a saprophytic nutrient environment may develop within the host, which elicits the production of ROS‐inducing factors that promote PCD and disease development in infected tissues (Li et al., 2016; Veluchamy et al., 2011; Williams et al., 2011). (e) Oxalic acid promotes successful infection by S. sclerotiorum through inhibiting plant cell autophagy and inducing apoptosis over large areas. The mechanisms of action of organic acids involved in fungal pathogenicity are described in Figure 1.
FIGURE 1.

Action mechanism of the main organic acids secreted by postharvest pathogenic fungi (Botrytis cinerea, Penicillium digitatum, Penicillium expansum) during infection of host tissues. CA, citric acid; CWDE, cell wall‐degrading enzyme; GA, gluconic acid; GOX, glucose oxidase; OA, oxalic acid; ROS, reactive oxygen species; TCA, tricarboxylic acid
5.2. Gluconic acid
Penicillium spp. and P. mangiferae can enhance their virulence by secreting gluconic acid, which affects the host's environmental pH. Gluconic acid enhances fungal virulence in the following ways: (a) Gluconic acid reduces the host pH. P. mangiferae decreases the pH in mango and grapefruit tissue from 5.1 and 4.1 to 3.8 and 2.5, respectively. Gluconic acid is the predominant organic acid at the infection site. Inoculation with P. digitatum and P. expansum can decrease the pH in the pericarp of oranges and apples by 2 and 0.5 units, respectively (Vilanova et al., 2014). A similar phenomenon has been observed in navel oranges and grapefruits by Prusky et al. (2004), who also found that gluconic acid and fumaric acid might be responsible for the low pH of decaying apple tissue. (b) Gluconic acid produces the acidic environment required for cell wall‐degrading enzyme activity. Local acidification of plant tissue increases the virulence of P. expansum and facilitates functioning of cell wall degradation balance, which may affect the stability of cell membranes and cell wall pectin polymers (Prusky et al., 2016). (c) Gluconic acid contributes to toxin accumulation. Gluconic acid may be converted into pyruvic acid through the sugar degradation pathway and is further metabolized into patulin (Hadas et al., 2008).
5.3. Citric acid
Citric acid secreted by Penicillium spp., A. niger, and Geotrichum candidum during infection of fruits improves the virulence of the fungal pathogens. Citric acid increases fungal pathogenicity in the following ways: (a) Citric acid lowers the pH of the host tissue. Citric acid secreted by P. digitatum and P. expansum can reduce the pH in the pericarp of oranges and apples by 2 and 0.5 units, respectively (Vilanova et al., 2014). (b) Citric acid produces the acidic environment required for cell wall‐degrading enzyme activity. Local acidification of plant tissues increases the pathogenicity of fungi such as P. expansum and facilitates the functioning of cell wall‐degrading enzymes at optimal pH conditions, thereby creating an optimal environment for the activity of PG produced by the fungus (Prusky et al., 2001; Prusky & Yakoby, 2003). (c) Citric acid inhibits the production of H2O2 in host tissues (Macarisin et al., 2007). (d) Chelation of Ca2+ by citric acid weakens the cell wall functions of the host and leads to cell death. Accumulation of citric acid reduces Ca2+ activity between plant cells, altering the mineral balance, and affecting the stability of cell membranes and cell wall pectin polymers (Liu et al., 2020). The functions of citric acid involved in fungal pathogenicity are also illustrated in Figure 1.
5.4. Other organic acids
F. oxysporum can decrease extracellular pH and secrete fumaric acid in watermelon, tomato, and other hosts, which can be directly involved in pathogenesis and promote the expression of pathogenicity‐related acidification genes (Caracuel et al., 2003). Vilanova et al. (2014) reported that P. digitatum and P. expansum secrete ascorbic acid, fumaric acid, and succinic acid in addition to citric acid and gluconic acid in the process of infecting hosts. However, it is noteworthy that according to the organic acid content in fruit tissue at the site of infection, not all secreted organic acids necessarily contribute to fungal virulence and pathogenicity.
6. CONCLUSIONS
Numerous studies have reported that acidic fungi can increase their pathogenicity by secreting organic acids and lowering environmental pH. Pathogenic mechanisms involving acidification are considerably complex, and they cannot be separated from fungal adaptation, fungal–host interactions, and the host's ability to resist invasion. Moreover, acidification processes are influenced and regulated by several factors and signals, requiring further research. For example, (a) numerous species of postharvest pathogenic fungi occur in fruits and vegetables, but only a few pathogenic fungi exerting acidification effects have been identified, and novel acidic fungi must be identified and studied to improve respective databases; (b) the precise mechanisms mediating the secretion of organic acids from fungal cells remain to be elucidated, and the links between pH sensing and known pathogenic signalling modules must be investigated further; (c) comprehensive information on pathogenic mechanisms and regulatory networks of organic acid molecules during acidification need to be demonstrated; and (d) the transport and metabolic pathways of important organic acids during pathogenesis have not been comprehensively examined. In‐depth understanding of fungal–host interactions with regard to organic acids may be of interest for future research, including aspects such as fungal species that exert acidification, types of secreted organic acids, and pH signalling pathways. These results would help in understanding the mechanisms of pH changes on pathogenicity, and may provide theoretical and technical guidance for developing new disease control strategies and reducing postharvest losses by disrupting acidification processes.
CONFLICT OF INTEREST
The authors declare no competing financial interest.
ACKNOWLEDGEMENTS
This study was supported by the National Natural Science Foundation of China (project no. 31871854), the Outstanding Youth Science Foundation in Shandong Province (project no. ZR2019YQ16), the Youth Science and Technology Innovation Team of Shandong Province (project no. 2019KJF010) in China, and the Shandong Provincial Natural Science Foundation (youth project no. ZR2020QC247).
Jiao, W. , Liu, X. , Li, Y. , Li, B. , Du, Y. , Zhang, Z. et al. (2022) Organic acid, a virulence factor for pathogenic fungi, causing postharvest decay in fruits. Molecular Plant Pathology, 23, 304–312. 10.1111/mpp.13159
Wenxiao Jiao, Xin Liu, and Youyuan Li contributed equally.
DATA AVAILABILITY STATEMENT
Data sharing is not applicable to this article as no new data were created or analysed.
REFERENCES
- Alkan, N. , Espeso, E.A. & Prusky, D. (2013) Virulence regulation of phytopathogenic fungi by pH. Antioxidants and Redox Signaling, 19, 1012–1025. [DOI] [PubMed] [Google Scholar]
- Andersen, M.R. , Lehmann, L. & Nielsen, J. (2009) Systemic analysis of the response of Aspergillus niger to ambient pH. Genome Biology, 10, 47. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Arst, H.N. Jr & Penalva, M.A. (2003) pH regulation in Aspergillus and parallels with higher eukaryotic regulatory systems. Trends in Genetics, 19, 224–231. [DOI] [PubMed] [Google Scholar]
- Barad, S. , Espeso, E.A. , Sherman, A. & Prusky, D. (2016) Ammonia activates PacC and patulin accumulation in an acidic environment during apple colonization by Penicillium expansum . Molecular Plant Pathology, 17, 727–740. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barad, S. , Horowitz, S.B. , Kobiler, I. , Sherman, A. & Prusky, D. (2014) Accumulation of the mycotoxin patulin in the presence of gluconic acid contributes to pathogenicity of Penicillium expansum . Molecular Plant‐Microbe Interactions, 27, 66–77. [DOI] [PubMed] [Google Scholar]
- Barad, S. , Horowitz, S.B. , Moscovitz, O. , Lichter, A. , Sherman, A. & Prusky, D. (2012) A Penicillium expansum glucose oxidase‐encoding gene, GOX2, is essential for gluconic acid production and acidification during colonization of deciduous fruit. Molecular Plant‐Microbe Interactions, 25, 779–788. [DOI] [PubMed] [Google Scholar]
- Barda, O. , Maor, U. , Sadhasivam, S. , Bi, Y. , Zakin, V. , Prusky, D. et al. (2020) The pH‐responsive transcription factor PacC governs pathogenicity and ochratoxin A biosynthesis in Aspergillus carbonarius . Frontiers in Microbiology, 11, 210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bateman, D.F. & Beer, S.V. (1965) Simultaneous production and synergistic action of oxalic acid and polygalacturonase during pathogenesis by Sclerotium rolfsii . Phytopathology, 55, 204–211. [PubMed] [Google Scholar]
- Bi, F. , Barad, S. , Ment, D. , Luria, N. , Dubey, A. , Casado, V. et al. (2016) Carbon regulation of environmental pH by secreted small molecules that modulate pathogenicity in phytopathogenic fungi. Molecular Plant Pathology, 17, 1178–1195. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Caracuel, Z. , Roncero, M.I.G. , Espeso, E.A. , Gonzales‐Verdejo, C.I. , Garcia‐Maceira, F.I. & Di Pietro, A. (2003) The pH signaling transcription factor PacC controls virulence in the plant pathogen Fusarium oxysporum . Molecular Microbiology, 48, 765–779. [DOI] [PubMed] [Google Scholar]
- Cessna, S.G. , Sears, V.E. , Dickman, M.B. & Low, P.S. (2000) Oxalic acid, a pathogenicity factor for Sclerotinia sclerotiorum, suppresses the oxidative burst of the host plan. The Plant Cell, 12, 2191–2200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen, C. , Sen, Q.H. , Narayanan, B. , Nuss, D.L. & Herzberg, O. (2010) Structure of oxalacetate acetylhydrolase, a virulence factor of the chestnut blight fungus. Journal of Biological Chemistry, 285, 26685–26696. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen, Y.C. , Li, B.Q. , Xu, X.D. , Zhang, Z.Q. & Tian, S.P. (2018) The pH‐responsive PacC transcription factor plays pivotal roles in virulence and patulin biosynthesis in Penicillium expansum . Environmental Microbiology, 20, 4063–4078. [DOI] [PubMed] [Google Scholar]
- Christine, R. , Cindy, D. , Jean, W.D. , Laetitia, M. , Eytham, S. , Michel, D. et al. (2018) The pH regulator PacC: a host‐dependent virulence factor in Botrytis cinerea . Environmental Microbiology Reports, 10, 555–568. [DOI] [PubMed] [Google Scholar]
- Costa, D.M.D. & Gunawardhana, H. (2012) Effects of sodium bicarbonate on pathogenicity of Colletotrichum musae and potential for controlling postharvest diseases of banana. Postharvest Biology and Technology, 68, 54–63. [Google Scholar]
- Davidzon, M. , Alkan, N. , Kobiler, I. & Prusky, D. (2010) Acidification by gluconic acid of mango fruit tissue during colonization via stem end infection by Phomopsis mangiferae . Postharvest Biology and Technology, 55, 71–77. [Google Scholar]
- Franck, W.L. , Gokce, E. , Oh, Y. , Muddiman, D.C. & Dean, R.A. (2013) Temporal analysis of the Magnaporthe oryzae proteome during conidial germination and cyclic AMP (cAMP)‐mediated appressorium formation. Molecular and Cellular Proteomics, 12, 2249–2265. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gomes, L. , Silva, D. , Pompeu, M. & Sanches, R.P. (2020) Saline stress affects the pH‐dependent regulation of the transcription factor PacC in the dermatophyte Trichophyton interdigitale . Brazilian Journal of Microbiology, 51, 1585–1591. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hadas, Y. , Goldberg, I. , Pines, O. & Prusky, D. (2008) Involvement of gluconic acid and glucose oxidase in the pathogenicity of Penicillium expansum in apples. Phytopathology, 97, 384–390. [DOI] [PubMed] [Google Scholar]
- Han, Y. , Joosten, H.J. , Niu, W. , Zhao, Z. , Mariano, P.S. , Mccalman, M. et al. (2007) Oxaloacetate hydrolase, the C‐C bond lyase of oxalate secreting fungi. Journal of Biological Chemistry, 282, 9581–9590. [DOI] [PubMed] [Google Scholar]
- Jiao, W. , Li, X. , Wang, X. , Cao, J. & Jiang, W. (2018) Chlorogenic acid induces resistance against Penicillium expansum in peach fruit by activating the salicylic acid signaling pathway. Food Chemistry, 260, 274–282. [DOI] [PubMed] [Google Scholar]
- Kabbage, M. , Williams, B. & Dickman, M.B. (2013) Cell death control: the interplay of apoptosis and autophagy in the pathogenicity of Sclerotinia sclerotiorum . PLoS Pathogens, 9, e1003287. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Keel, C. , Pechy‐tarr, M. , De Werra, P. & Maurhofer, M. (2009) Role of gluconic acid production in the regulation of biocontrol traits of Pseudomonas fluorescens CHA0. Applied and Environmental Microbiology, 75, 4162–4174. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim, K.S. , Min, J.Y. & Dickman, M.B. (2008) Oxalic acid is an elicitor of plant programmed cell death during Sclerotinia sclerotiorum disease development. Molecular Plant‐Microbe Interactions, 21, 605–612. [DOI] [PubMed] [Google Scholar]
- Kunz, C. , Vandelle, E. , Rolland, S. , Poinssot, B. , Bruel, C. , Cimerman, A. et al. (2006) Characterization of a new, nonpathogenic mutant of Botrytis cinerea with impaired plant colonization capacity. New Phytologist, 170, 537–550. [DOI] [PubMed] [Google Scholar]
- Kwon, H.R. , Son, S.W. , Han, H.R. , Choi, G.J. , Jang, K.S. , Choi, Y.H. et al. (2007) Nematicidal activity of bikaverin and fusaric acid isolated from Fusarium oxysporum against pine wood nematode, Bursaphelenchus xylophilus . Plant Pathology Journal, 23, 318–321. [Google Scholar]
- Leberer, E. , Harcus, D. , Dignard, D. , Johnson, L. , Ushinsky, S. , Thomas, D. et al. (2001) Ras links cellular morphogenesis to virulence by regulation of the MAP kinase and cAMP signalling pathways in the pathogenic fungus Candida albicans . Molecular Microbiology, 42, 673–687. [DOI] [PubMed] [Google Scholar]
- Levine, A. , Tenhaken, B. , Dixon, R. & Lamb, C. (1994) H2O2 from the oxidative burst orchestrates the plant hypersensitive disease resistance response. Cell, 79, 583–593. [DOI] [PubMed] [Google Scholar]
- Li, H. , Zhang, Z.Q. , He, C. , Qin, G.Z. & Tian, S.P. (2016) Comparative proteomics reveals the potential targets of BcNoxR, a putative regulatory subunit of NADPH oxidase of Botrytis cinerea . Molecular Plant‐Microbe Interactions, 29, 990–1003. [DOI] [PubMed] [Google Scholar]
- Liang, X.F. , Liberti, D. , Li, M. , Kim, Y.T. , Hutchens, A. , Wilson, R. et al. (2015) Oxaloacetate acetylhydrolase gene mutants of Sclerotinia sclerotiorum do not accumulate oxalic acid but do produce limited lesions on host plants. Molecular Plant Pathology, 16, 559–571. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu, X. , Jiao, W.X. , Du, Y.M. , Chen, Q.M. , Su, Z.B. & Fu, M.R. (2020) Chlorine dioxide controls green mold caused by Penicillium digitatum in citrus fruits and the mechanism involved. Journal of Agricultural and Food Chemistry, 68, 13897–13905. [DOI] [PubMed] [Google Scholar]
- Macarisin, D. , Cohen, L. , Eick, A. , Rafael, G. , Belausov, E. , Wisniewski, M. et al. (2007) Penicillium digitatum suppresses production of hydrogen peroxide in host tissue during infection of citrus fruit. Phytopathology, 97, 1491–1500. [DOI] [PubMed] [Google Scholar]
- Manteru, S. , Abouna, S. , Lambert, B. & Legendre, L. (2003) Differential regulation by ambient pH of putative virulence factors secretion by the phytopathogenic fungus Botrytis cinerea . FEMS Microbiology Ecology, 43, 359–366. [DOI] [PubMed] [Google Scholar]
- Maor, U. , Sadhasivam, S. , Zakin, V. , Prusky, D. & Sionov, E. (2017) The effect of ambient pH modulation on ochratoxin A accumulation by Aspergillus carbonarius . World Mycotoxin Journal, 10, 339–348. [Google Scholar]
- McCaghey, M. , Willbur, J. , Smith, D.L. & Kabbage, M. (2019) The complexity of the Sclerotinia sclerotiorum pathosystem in soybean: virulence factors, resistance mechanisms, and their exploitation to control Sclerotinia stem rot. Tropical Plant Pathology, 44, 12–22. [Google Scholar]
- Ment, D. , Alkan, N. , Luria, N. , Bi, F. , Reuveni, E. , Fluhr, R. et al. (2015) A role of AREB in the regulation of PACC‐dependent acid‐expressed‐genes and pathogenicity of Colletotrichum gloeosporioides . Molecular Plant‐Microbe Interactions, 28, 154–166. [DOI] [PubMed] [Google Scholar]
- Merhej, J. , Richard‐Forget, F. & Barreau, C. (2011) The pH regulatory factor Pac1 regulates Tri gene expression and trichothecene production in Fusarium graminearum . Fungal Genetics and Biology, 48, 275–284. [DOI] [PubMed] [Google Scholar]
- Mingot, J.M. , Espeso, E.A. , Dez, E. & Pealva, M.A. (2001) Ambient pH signaling regulates nuclear localization of the Aspergillus nidulans PacC transcription factor. Molecular and Cellular Biology, 21, 1688–1699. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyara, I. , Shafran, H. , Haimovich, H.K. , Rollins, J. , Sherman, A. & Prusky, D. (2008) Multi‐factor regulation of pectate lyase secretion by Colletotrichum gloeosporioides pathogenic on avocado fruits. Molecular Plant Pathology, 9, 281–291. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Munir, E. , Yoon, J.J. , Tokimatsu, T. , Hattori, T. & Shimada, M. (2001) A physiological role for oxalic acid biosynthesis in the wood‐rotting basidiomycete Fomitopsis palustris . Proceedings of the National Academy of Sciences of the United States of America, 98, 11126–11130. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Palmero, D. , Cara, M.D. , Nosir, W. , Iglesias, C. & Tello, J.C. (2010) Pathogenicity and fusaric acid production by Fusarium proliferatum isolated from garlic in Spain. Phytopathology, 100, 95. [Google Scholar]
- Pamela, V. , Viktoria, F. , Barbara, P. , Schinagl, C.W. & Wolfgang, B. (2012) Organic acid excretion in Penicillium ochrochloron increases with ambient pH. Frontiers in Microbiology, 3, 121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Papagianni, M. (2007) Advances in citric acid fermentation by Aspergillus niger: biochemical aspects, membrane transport and modeling. Biotechnology Advances, 25, 244–263. [DOI] [PubMed] [Google Scholar]
- Penalva, M.A. , Tilburu, B. , Bignelli, E. & Arst, H.N. (2008) Ambient pH gene regulation in fungi: making connections. Trends in Microbiology, 16, 291–300. [DOI] [PubMed] [Google Scholar]
- Prusky, D. , Barad, S. , Ment, D. & Bi, F. (2016) The pH modulation by fungal secreted molecules: a mechanism affecting pathogenicity by postharvest pathogens. Israel Journal of Plant Sciences, 63, 22–30. [Google Scholar]
- Prusky, D. & Lichter, A. (2008) Mechanisms modulating fungal attack in post‐harvest pathogen interactions and their control. European Journal of Plant Pathology, 121, 281–289. [Google Scholar]
- Prusky, D. , Mcevoy, J.L. , Leverentz, B. & Conway, W.S. (2001) Local modulation of host pH by Colletotrichum species as a mechanism to increase virulence. Molecular Plant‐Microbe Interactions, 14, 1105–1113. [DOI] [PubMed] [Google Scholar]
- Prusky, D. , Mcevoy, J.L. , Saftner, R. , Conway, W.S. & Richard, J. (2004) Relationship between host acidification and virulence of Penicillium spp. on apple and citrus fruits. Phytopathology, 94, 44–51. [DOI] [PubMed] [Google Scholar]
- Prusky, D. & Yakoby, N. (2003) Pathogenic fungi: leading or led by ambient pH? Molecular Plant Pathology, 4, 509–516. [DOI] [PubMed] [Google Scholar]
- Ramón‐Carbonell, M.D. & Sánchez‐Torres, P. (2017) Involvement of Penicillium digitatum PdSUT1 in fungicide sensitivity and virulence during citrus fruit infection. Microbiological Research, 203, 57–67. [DOI] [PubMed] [Google Scholar]
- Rollins, J.A. & Dickman, M.B. (2001) pH signaling in Sclerotinia sclerotiorum: identification of a pacC/RIM1 homolog. Applied and Environmental Microbiology, 67, 75–81. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sauer, M. , Porro, D. , Mattanovich, D. & Branduardi, P. (2008) Microbial production of organic acids: expanding the markets. Trends in Biotechnology, 26, 100–108. [DOI] [PubMed] [Google Scholar]
- Smilanick, J.L. , Mansour, M.F. , Margosan, D.A. , Mlikota Gabler, F. & Goodwine, W.R. (2005) Influence of pH and NaHCO3 on effectiveness of imazalil to inhibit germination of Penicillium digitatum and to control postharvest green mold on citrus fruit. Plant Disease, 89, 640–648. [DOI] [PubMed] [Google Scholar]
- Sumitra, R. , Pierre, F. , Ashok, P. & Larroche, C. (2006) Gluconic acid: properties, applications and microbial production. Food Technology and Biotechnology, 44, 185–195. [Google Scholar]
- Tian, S. , Torres, R. , Ballester, A.R. , Li, B. , Vilanova, L. & Gonzalez‐Candelas, L. (2016) Molecular aspects in pathogen–fruit interactions: virulence and resistance. Postharvest Biology and Technology, 122, 11–21. [Google Scholar]
- Tu, J.C. (1985) Tolerance of white bean (Phaseolus vulgaris) to white mold (Sclerotinia sclerotiorum) associated with tolerance to oxalic acid. Physiological Plant Pathology. 26, 111–117. [Google Scholar]
- Ugolini, L. , Martini, C. , Lazzeri, L. , Lazzeri, L. , Avino, L. & Mari, M. (2014) Control of postharvest grey mold (Botrytis cinerea Per.: Fr.) on strawberries by glucosinolate‐derived allyl‐isothiocyanate treatments. Postharvest Biology and Technology, 90, 34–39. [Google Scholar]
- Veluchamy, S. , Williams, B. , Kim, K. & Dickman, M.B. (2011) The CuZn superoxide dismutase from Sclerotinia sclerotiorum is involved with oxidative stress tolerance, virulence, and oxalate production. Physiological and Molecular Plant Pathology, 78, 14–23. [Google Scholar]
- Vilanova, L. , Vinas, I. , Torres, R. , Usall, J. , Buron‐Moles, G. & Teixid, N. (2014) Acidification of apple and orange hosts by Penicillium digitatum and Penicillium expansum . International Journal of Food Microbiology, 178, 39–49. [DOI] [PubMed] [Google Scholar]
- Vylkova, S. (2017) Environmental pH modulation by pathogenic fungi as a strategy to conquer the host. PLoS Pathogens, 13, e1006149. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weert, S.D. , Kuiper, I. , Lagendijk, E.L. , Lamers, G. & Lugtenberg, B. (2004) Role of chemotaxis toward fusaric acid in colonization of hyphae of Fusarium oxysporum f.sp. radicis‐lycopersici by Pseudomonas fluorescens WCS365. Molecular Plant‐Microbe Interactions, 17, 1185–1191. [DOI] [PubMed] [Google Scholar]
- Williams, B. , Kabbage, M. , Kim, H.J. , Britt, R. & Dickman, M.B. (2011) Tipping the balance: Sclerotinia sclerotiorum secreted oxalic acid suppresses host defenses by manipulating the host redox environment. PLoS Pathogens, 7, e1002107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- You, B.J. , Choquer, M. & Chung, K.R. (2007) The Colletotrichum acutatum gene encoding a putative pH responsive transcription regulator is a key virulence determinant during fungal pathogenesis on citrus. Molecular Plant‐Microbe Interactions, 20, 1149–1160. [DOI] [PubMed] [Google Scholar]
- Zhang, T.Y. , Sun, X.P. , Xu, Q. , Candelas, L.G. & Li, H.Y. (2013) The pH signaling transcription factor PacC is required for full virulence in Penicillium digitatum . Applied Microbiology and Biotechnology, 97, 9087–9098. [DOI] [PubMed] [Google Scholar]
- Zhang, Z. , Li, S. , Sun, D. , Yang, Y. & Lu, L. (2021) Cultivation of Rhodosporidium paludigenum in gluconic acid enhances effectiveness against Penicillium digitatum in citrus fruit. Postharvest Biology and Technology, 172, 111374. [Google Scholar]
- Zhao, X.H. , Kim, Y. , Park, G. & Xu, J. (2005) A mitogen‐activated protein kinase cascade regulating infection‐related morphogenesis in Magnaporthe grisea . The Plant Cell, 17, 1317–1329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou, T. , Wang, X.H. , Ye, B.X. , Shi, L. , Bai, X.L. & Lai, T.F. (2018) Effects of essential oil decanal on growth and transcriptome of the postharvest fungal pathogen Penicillium expansum . Postharvest Biology and Technology, 145, 203–212. [Google Scholar]
- Zhu, Y. , Yu, J. , Brecht, J.K. , Jiang, T. & Zheng, X. (2016) Pre‐harvest application of oxalic acid increases quality and resistance to Penicillium expansum in kiwifruit during postharvest storage. Food Chemistry, 190, 537–543. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
Data sharing is not applicable to this article as no new data were created or analysed.
