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Review

Polyphenols and CRISPR as Quorum Quenching Agents in Antibiotic-Resistant Foodborne Human Pathogens (Salmonella Typhimurium, Campylobacter jejuni and Escherichia coli 0157:H7)

by
Inocencio Higuera-Ciapara
1,*,
Marieva Benitez-Vindiola
2,
Luis J. Figueroa-Yañez
3 and
Evelin Martínez-Benavidez
3
1
Dirección de Investigación y Desarrollo, Universidad Anáhuac Mayab, Mérida 97310, Yucatán, Mexico
2
Facultad de Ciencias, Universidad Nacional Autónoma de México (UNAM), México City 04510, Mexico
3
Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco, A.C., Guadalajara 44270, Jalisco, Mexico
*
Author to whom correspondence should be addressed.
Foods 2024, 13(4), 584; https://doi.org/10.3390/foods13040584
Submission received: 4 October 2023 / Revised: 14 November 2023 / Accepted: 22 November 2023 / Published: 15 February 2024

Abstract

:
Antibiotic resistance in foodborne pathogens is an increasing threat to global human health. Among the most prevalent antibiotic-resistant bacteria are Salmonella enterica serovar Typhimurium, Campylobacter jejuni and E. coli 0157:H7. Control of these and other pathogens requires innovative approaches, i.e., discovering new molecules that will inactivate them, or render them less virulent without inducing resistance. Recently, several polyphenol molecules have been shown to possess such characteristics. Also, the use of CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats) approaches has recently been proposed for such purpose. This review summarizes the main findings regarding the application of both approaches to control the above-mentioned foodborne pathogens by relying on Quorum Sensing interference (Quorum Quenching) mechanisms and highlights the avenues needed for further research.

1. Introduction

The sanitary burden from foodborne diseases globally is a mounting public health issue. Indeed, such an effect is not only limited to decreased productivity and short-term effects but can also lead to a series of chronic diseases as well as mid- and long-term physiological disorders such as Reactive Arthritis, Guillain–Barré Syndrome, Chronic Gastrointestinal Disorders, Kidney Failure, and many others that have an enormous impact on the cost of public health services as well as on lost hours of productive work [1]. Among the pathogenic bacteria that cause most outbreaks globally are Salmonella enterica serovar Typhimurium, (Salmonella Typhimurium) Campylobacter jejuni and E. coli 0157:H7. These etiological agents vary in prevalence and impact in different regions of the world, but the statistics available today point to such pathogens as the most impactful ones. In the European Union, for instance, out of 857 notifications registered during 2022 in the Rapid Alert System for Food and Feed (RASFF), 70% were caused by Salmonella, 16% by Listeria monocytogenes and 5% by E. coli [2]; whereas in the US, Campylobacter and Salmonella are the leading causes of foodborne followed by E. coli, Yersinia, Vibrio and Cyclospora [3].
Antibiotic resistance (AR) is a major global public health issue due to a concurrence of causes, among which the following stand out: (1) treatment of animals for disease control, (2) sub-therapeutic use as prophylactic and growth-promoting factors in farmed animals, (3) presence of antibiotic residues in food and pollution of water, marine and terrestrial environments and (4) widespread distribution of genes or plasmids that can be transmitted horizontally and encode for antibiotic resistance. It is well-documented that, as the use of antibiotics intensified and expanded to different ecological niches, microorganisms began to develop resistance mechanisms as part of their survival and evolutionary strategies [4]. Nowadays, this increase in resistance is considered by the World Health Organization (WHO) as a very serious imminent threat to public health globally, estimating that, by the year 2050, there could be up to 10 million deaths attributed to so-called “superbugs” or multidrug-resistant bacteria [5]. It is also worth mentioning that this situation is aggravated by Global Climate Change [6].
Indeed, the emergence of strains resistant to antibiotics is a great cause of public concern as these bacteria can disperse to natural environments such as water and soil, polluting them and causing infections in other animals that can then be transmitted to humans through their products, water, wind, and fecal matter. Antibiotic encapsulation, the modification of the drug’s target gene, dense biofilm formation, and the removal of the antibiotic through an intracellular expulsion pump, are some of the mechanisms for antibiotic resistance; among these, biofilm formation is the most frequent and hardest to overcome as the external polysaccharide matrix significantly limits the antibiotic’s penetration intracellularly [7]. Thus, biofilm formation as a consequence of Quorum Sensing (QS) plays a central role in the development of AR [8,9]. In the food processing industry, biofilm formation and resistance to antimicrobial agents constitute a pressing issue [10,11,12] and requires the development of new strategies and innovative products for sanitization and treatment of surfaces in contact with food during processing.
QS is the mechanism that bacteria use to regulate gene expression in relation to population density through signaling molecules [13,14]. It allows communication among bacteria to coordinate group behavior and is used by pathogens in virulence processes associated with infections and diseases. Group communication and behavioral synchronization allow bacterial populations to develop rapidly, facilitate access to nutrients and ensure higher levels of virulence and improved survival opportunities and fitness. QS involves the activation of specific genes in a coordinated manner in order to synthesize compounds and phenotypic responses to facilitate survival through several metabolic processes, such as biofilm formation, bioluminescence, and increased motility, among others [15].
The standard QS pathway consists of an increase in the bacterial population density, followed by an increase in the concentration of autoinducers (AI) or signaling molecules that are secreted into the environment, including N-Acyl-Homoserine lactones (AHLs) and autoinducers 2 (AI-2) in Protobacteria, as well as short chain peptides in the case of Firmicutes. After reaching a certain concentration threshold and accumulating in a confined environment, the signaling molecules become detectable by bacterial populations, which in turn cause the activation of genes that express proteins involved in several physiological processes such as virulence factors synthesis and horizontal gene transfer. This last mechanism is closely related to the development of resistance to some of the most widely used antibiotics. Furthermore, the communication capabilities offered by QS are very useful because they allow bacteria to acquire traits found in plants, animals, and other higher-level organisms. In short, QS consists of three steps: (1) synthesis and secretion of the signaling molecule and detection of the population density threshold; (2) detection of the signaling molecule by the specific receptor in the bacterial cytoplasm and formation of the receptor-signaling molecule complex; and (3) activation of the specific gene regulating the QS system and triggering the synchronized activity of the bacterial populations [16]. The following elements are involved in this system: (a) autoinducers; (b) signal synthetase; (c) signal receptor; (d) signal response regulator; and (e) genes that regulate the process (QS-Regulon). QS systems used by bacteria can be classified into three groups: (a) Lux/I systems, used primarily by Gram (−) bacteria for AHL synthesis; (b) peptide signaling systems used by Gram (+) bacteria; (c) and the LuxS/AI-2 systems used for communication between different bacterial species [17]. Godinez-Oviedo et al. (2019) analyzed Salmonella enterica’s epidemiology, prevalence, and resistance to antimicrobial agents during the 2000–2017 period in México. They report that according to the National Epidemiological Surveillance System (SINAVE), the estimated number of infection cases for Salmonella typhi and Salmonella paratyphi was 45,280 and 12,458 respectively. The vast majority of Nontyphoidal Salmonella (NTS) isolates found could be attributed to the Typhimurium multi-resistant serotype, meaning this pathogen’s impact on Mexican public health is of great relevance, especially when considering that the estimated number of cases adjusted to the sub-reporting increases to over 4.5 million [18,19].
A recently published comprehensive review describes the metabolic pathways specific to each of the microorganisms of importance that are transmitted by zoonosis, recognizing that food is the most frequent transmission route for Salmonella Typhimurium and Enterotoxigenic E. coli (ETEC) 0157:H7. In this review, the authors detail the QS system, the role it plays on the level of virulence, the underlying genetic mechanism, the role those factors play in the development of antibiotic resistance, and the mechanisms by which this process occurs (biofilm formation, cell expulsion pump, formation of small variants) [20]. Both E. coli and Salmonella Typhimurium express a receptor responsible for the detection of AHLs, SdiA, that is analog to LuxR; however, while they lack the expression of AHL synthases, both microbes can detect AHLs produced by other pathogenic bacteria like Yersinia enterocolitica. It is also known that SdiA regulates an operon located in a virulence gene and the production of biofilms in the presence of AHLs [21,22].
In recent years, the “Quorum Quenching” (QQ) strategy has opened up new possibilities to combat AR [23]. QQ occurs when the QS system is interrupted and the signals switch between microorganisms are inhibited. Competitive inhibition of enzymes and other compounds relevant to QS and interference of signaling molecules throughout the pathway from synthesis, diffusion, grouping to signal detection, are among the most common QQ mechanisms. QQs’ three metabolic pathways are: (1) Production of a signal inhibitory molecule; (2) Degradation of the signaling molecule; (3) Transmission of inhibition by a signaling molecule or (4) Receptor blockage. These mechanisms target microorganisms for destruction or inhibition of the AR development process [24].
Based on the mechanisms described in this review and earlier work, it is possible to achieve QQ using polyphenolic compounds that arrest any of the stages involved at the signaling molecules level, their receptors, and/or the induction of downstream biochemical signals. Also, the use of CRISPR offers an alternative approach that deserves further discussion.

2. Polyphenols as Quorum Quenching Agents

Plants are one of the main natural sources of Quorum Quenching Agents (QQA). Alkaloids, phenolic acids, flavonoids, quinones and tannins, terpenes, glucosinolates and lectins are known for their defense properties against herbivores and microorganisms [25]. These compounds have all been shown to decrease or inhibit the virulence of pathogens through various mechanisms that differ from those of antibiotics [26]. Both extracts and molecules of various types of fruits, vegetables, and herbs from different species, have proven to inhibit QS [13,17,27,28]. Several studies have demonstrated that (poly)phenolic compounds act as QS inhibitors [13,29,30]. A review by Nazzaro et al. (2013) presents a list of phytochemicals with proven activity for QS inhibition [17]; later, Nazzaro et al. described their effect on intercellular communication and described the specific (poly)phenols that exert the greatest potential for QS inhibition [31,32]. Molecular studies (PCR, Polymerase Chain Reaction) showed that the diminishing effect on virulence could be attributed to the downregulation of genes involved in QS activation and the development in several bacterial strains. Moreover, the plants’ bioactive compounds can block the synthesis of signaling molecules by AHL-synthase (LuxI), degrading the signaling molecules and/or interacting with the receptor of the LuxR signal (Figure 1). Commonly identified mechanisms can be correlated by their similarity in chemical structure of the QS (AHL) signals well as by their capacity to degrade the signal receptors (LuxR/LasR) [17,33].
Molecules such as catechins have a negative impact in the transcription of various genes related to QS (lasl, lasR, rhll, lasB y rhlA). Indeed, the use of biosensors for RhlR and LasR showed that catechins have an interfering effect on RhlR’s perception of the N-butanoyl-L-homoserine lactone signal, which leads to a reduction in QS factor production. As such, catechins along with other flavonoids produced by higher plants, could constitute a first line of defense against attacks by pathogens through their effects on QS mechanisms and, therefore, on the production of virulence factors [34]. On the other hand, it has also been shown that compounds commonly produced by several plant species that present a gallic acid residue (such as epigallocatechin gallate, ellagic acid, and tannic acid) block AHL-mediated bacterial communication.
An in-depth and updated review on QS interference and elucidated mechanisms and targets of QS inhibitors in AHL-mediated systems is provided in the work by E.M.F. Lima et al. (2023) particularly for Pseudomonas aeurginosa, B. glumae, C. volaceum, B. cenoepecia and Erwinia cartovora, including the specific QS inhibitors. Also, an overview of recent studies regarding probable modes of action of phenolic compounds on AHL-mediated QS in bacteria is provided [35].

3. Salmonella enterica Serovar Typhimurium Quorum Sensing Interference with Polyphenols

Salmonella Typhimurium is one of the most relevant foodborne etiological agents worldwide. The review carried out by Fan et al. (2022) provides a detailed description of all the mechanisms by which QS is developed in this pathogen, i.e., (1) AHL-mediated QS; (2) Autoinducer-2 (AI-2)-mediated QS; (3) Autoinducer-3 (AI-3)-mediated QS; (4) Indole-mediated QS and 5) Diffusing Signaling Factors (DSF)-mediated QS [20]. As mentioned before, Salmonella Typhimurium possesses three types of autoinducers. However, since the Luxl gene is lacking, it is through a homolog of LuxR (SdiA) that the detection of signaling molecules occurs [36,37]. The rck operon is regulated by the SdiA protein in the presence of AHL, and thus this operon plays an important role in cell entry [38]. AI-2 regulates the expression of genes related to antioxidative bacterial stress (soda, sodCl and sodCII), flagella (fliC and fliD) and the molecule Type 3 Secretion System-1 (T3SS1) located in Salmonella Pathogenicity Island-1 (SPI-1), which is involved in bacterial invasion and survival. A1-3 regulates the expression of T3SS1 and T3SS2, whose activity influences bacterial invasion capabilities and intracellular survival, respectively. AI-3 can also regulate biofilm formation through regulation of flagellar development. AHLs regulate the expression of srgE and rck loci, which in turn affect fimbria, bacterial invasion and complement resistance mechanisms. Indole mediation represses SPI-1 expression and DSF thus inhibiting SPI-1 expression. Such characteristics also relate to virulence capability. On the other hand, regarding antimicrobial agents’ resistance, AHL and AI-3 indirectly regulate biofilm formation through their effects on flagella and the rck operon in the pRDT98 plasmid, respectively. AHLs also mediate AR by affecting membrane protein expression. Indole can affect the expression of the AcrB efflux pump and mediate AR through the induction of oxidative stress pathways and phage shock response. Additionally, DSF- and indole-mediated QS have also been reported in S. enterica serovar Typhimurium and are known to play a fundamental role in virulence regulation and AR [10,14,38,39,40,41,42].
Salmonella Typhimurium is frequently transmitted through food or water and is also considered relevant to resistance transmission [43]. The studies carried out by Zaidi et al. (2007) have documented the severity of multi-resistance in this pathogen and its rapid advance since 2007, as well as contamination of some highly consumed foods [44,45]. Also, Cloeckaert and Schwarz (2001) detailed the multi-resistance patterns of Salmonella Typhimurium DT (Definitive type) 104 underscoring the importance of genes the role of genes encoded in the chromosome and conferring resistance to ampicillin, chloramphenicol, streptomycin, sulfonamides and tetracyclines [46].
Several polyphenols have been identified as growth inhibitors of Salmonella Typhimurium, including coumarin [47], carvacrol, trans-cinnamaldehyde, β-resorcylic acid, and eugenol [48]. In 2013, using docking scores, Gnanendra et al. (2013) identified three compounds with outstanding potential to interfere with QS in Salmonella Typhimurium [49]. Also, Alvarado-Martínez et al. (2020) have shown that phenolic acids such as gallic acid, protocatechuic acid and vanillic acid inhibit Salmonella Typhimurium growth through alteration of virulence genes and increased membrane permeabilization [50]. Intracellular survival of Salmonella Typhimurium was found to be significantly affected by pyrogallol, alone or in combination with marbofloxacin. In their study, the authors showed downregulation of several virulence genes and inhibition of the expression of the SdiA and rck genes [51]. The role of thymol, the most abundant polyphenol in oregano, was shown to possess inhibitory characteristics against Salmonella Typhimurium by reducing biofilm formation ability, disrupting the cell membrane, and downregulating virulence genes [52], while Zhang et al. (2022) showed that virulence factors for Lon protease degradation were also targeted by thymol [53]. Thymol, together with piperine have been shown to possess synergistic activity with kanamycin and streptomycin against Salmonella Typhimurium [54]. A recent review of phytochemicals, including some polyphenols, has been published by Almuzaini (2023) and includes synergism among compounds, plant origin, solvent of extraction (methanolic, ethanolic, hydroethanolic and hexanic), type of biological activity exerted as well as the Minimum Inhibitory Concentrations [55].
A very in-depth and recent review by Sakarikou et al. (2020) has summarized all the previous works regarding the specific antibiofilm properties of a wide array of plant extracts, essential oils and chemical compounds including polyphenols, essential oils, plan extracts, and many other phytochemicals targeted against Salmonella. Table 1 provides a summary detailing the specific phytochemical, target microorganism, antibiofilm effect as well as mode of the action mechanism. From this summary, the following compounds offer the best polyphenol alternatives for biofilm inhibition by Salmonella Typhimurium: carvacrol, dihydroxibergamottin, bergamottin, thymol, eugenol, and gallic acid. Also, an extensive variety of essential oils and plant extracts are provided [56].

4. CRISPR and Quorum Quenching in S. Typhimurium

The knowledge of QS in S. typhimurium allows for the generation of strategies for regulating or controlling QQ in order to develop future technologies for diagnosis, experimentation, and therapy. In the case of S. typhimurium, it is not only possible to use the knowledge of the mechanisms involved in the cell signaling process, but also of the genes that actively participate in their response systems and that are part of the molecular recognition and response. Through CRISPR Cas systems, it is possible to edit and regulate mechanisms related to QS, as well as key genes involved in molecular signaling. Some published articles report key factors of QS signaling where tools such as CRISPR Cas-9, dCas9, 12a, 13, 13a, and 14 a1 can be used to regulate the virulent effects of bacteria. Kiga et al. 2020, demonstrated the potential and effectiveness of the use of CRISPR-type techniques to promote useful strategies for the regulation of signaling in pathogenic microorganisms such as E. coli and S. aureus and achieve effective QQ [57,58], while the studies of Sharma et al. (2022) carried out on S. Typhimurium knockout lines inactivated through a single step and using PCR products, according to the method of Datsenko and Wanner (2000), who demonstrated by Reverse-Transcription Polymerase Chain Reaction (RT-PCR) the repression of the genes that code for flagellum (fliC, flgK) and fiber (csgA) due to the activation of the endogenous CRISPR-Cas system that regulates the differential formation of films and biofilms that adhere to the surface [59,60]. So far, this work seems to be the only one using this approach for the specific application to control Salmonella Typhimurium.
Ma et al. 2023 developed an innovative fluorescent radiometric biosensing platform, called SCENT-Cas (Silver nanoCluster Empowered Nucleic acids Test using CRISPR/Cas12a) specially designed for S. typhi capable of sensitively and specifically detecting pathogenic bacteria in complex samples. SCENT-Cas took advantage of the qualities of the CRISPR/Cas12a system; at the same time, it converted target nucleic acid signals into two-color fluorescence using label-free DNA-templated AgNCs. The time between sampling and response was approximately 2.0 h, which allowed for the rapid decision making and response to treatment of the pathogenic bacterial infection. In general, the method consisted of isothermal amplification of the InvA gene using LAMP, which is specific to the S. typhi species, which subsequently triggered CRISPR/Cas12a trans cleavage. Knowing in depth the function of the genes, operons or other important elements involved in QS provides the necessary tools to develop diagnostic devices for the detection of important groups of pathogenic bacteria. This process mentioned above can lead the way towards the discovery of new therapeutic targets combined with the effectiveness of CRISPR systems [61]. Wang et al. 2023 published a very complete review, which mentions next-generation diagnostic tools for the detection of diseases in humans, caused by different factors, including the bacteria mentioned here. The editing tools used so far, as well as the detection of proteins and other molecules, are mentioned in detail [62].

5. Polyphenols as QQ Agents in E. coli

Escherichia coli is a Gram-negative bacterium that is facultative anaerobic in nature and is known to form biofilm on various surfaces. Biofilms formed by toxigenic E. coli O157:H7 are typically surface-attached arrangements of cells that are embedded within the self-produced matrix of extracellular polymeric substance (EPS) [63]. The biofilm formation by E. coli contributes to the occurrence of various infections and makes their eradication difficult [64].
Several investigations report the inhibition of E. coli O157:H7 biofilms by various extracts of plants and single plant compounds. Single phenolic compounds known to inhibit biofilm formation in E. coli in vitro include 4-hydroxybenzoic, syringic, gallic, vanillic, cinnamic, and p-coumaric acids, (+)-catechin, (−)-epicatechin, quercetin, polydatin, and resveratrol [65]. Other phytochemicals, such as the flavonoid phloretin, a major compound in apple and strawberry extracts [66], and two furocoumarins (bergamottin and dihydroxybergamottin) isolated from grapefruit juice [67] as well as trans-resveratrol from red grapes and grapefruit seed extracts, have also been shown to inhibit the formation of E. coli O157:H7 biofilms [68,69].
Biofilm formation in E. coli is a highly regulated process controlled by several factors, including autoinducer-mediated cell–cell signaling. Differential responses for different flavonoids were observed for different cell–cell signaling systems. Among the tested flavonoids, naringenin, kaempferol, quercetin and apigenin were effective QS antagonists and biofilm suppressors in the E. coli O157:H7 strain [27]. For non-O157 Shiga toxin producing E. coli strains, Sheng et al. (2016) found that the grape seed extract inhibited the QS system well [70].
During the early phase of biofilm development, the adhesive organelles, such as type I fimbriae (pili) and curli fimbriae, play a major role in the irreversible attachment of E. coli to the surface [71]. Curli are adhesive amyloid fibers present on the cell surface of E. coli that help to maintain cell–cell and cell–surface interactions and lead to biofilm formation [64,72,73,74]. Pili are extracellular adhesive fibers, which mediate biofilm formation, binding, and invasion into host cells. Some studies have evaluated the ability of phytochemicals to inhibit curli and pili to prevent the formation of E. coli biofilm [62]. Ginkgolic acid, vitisin B, coumarin, umbelliferon, and eugenol have shown significant inhibition of E. coli biofilm formation by the downregulation of curli genes or genes that contribute to formation of biofilm [75,76,77,78]. E. coli has flagellae that contribute to motility depending on the environment and may be an essential part of inducing microbial adhesion on the host surface, allowing biofilm formation [79,80]. The blueberry extract was outstanding in the inhibition of the QS inhibition related to swarming motility in P. aeruginosa and E. coli O157:H7 pathogens [81].
Some compounds like condensed tannins (procyanidins and prodelphinidins) showed antimicrobial activities against E. coli serotype 078 by affecting the growth biofilm formation and motility [80] and phenolic acids (gallic acid and ferulic acid) inhibited bacterial motility of E. coli CECT 434. Both gallic acid and ferulic acid caused total inhibition of swarming in E. coli and thus reduced the biofilm mass considerably [82]. Other studies show that the β-sitosterol glucoside isolated from citrus fruit inhibits the biofilm formation and motility through rssAB- and hns-mediated repression of flagellar master operon flhDC in E. coli O157:H7 [83]. ε-viniferin, a derivative of resveratrol, showed the downregulation of important genes such as flhD, fimA, fimH, and motB, which are involved in motility regulation and adherence of cells to surfaces [68,84]. The antimicrobial strategies based on the inhibition of QS represent a key tool for the control of antibiotic resistance and to inhibit virulence factor expression. Bai et al. (2022) evaluated the ability of echinatin and gingketin to inhibit QS, formation of biofilms, motility, and synthesis of virulence factors. Also, they assessed the synergistic effect with the colistin B and colistin E and gentamycin antibiotics, proving a significantly greater antimicrobial activity against E. coli O157:H7 and five other clinical isolates (E. coli C 83654, E. coli XJ 24, E. coli O101, E. coli O149, E. coli KD-13-1) [85,86]. Also, Ivanov et al. (2022) evaluated the effect of 11 polyphenols on different bacterial strains, including E. coli IBRS E003 and E. coli IMD989. Their results showed that polyphenols significantly reduced planktonic-cell and biofilm growth in antibiotic resistant strains [87]. The general information concerning inhibitory action of polyphenols against E. coli is provided in Table 2.

6. CRISPR and QQ in E. coli 0157:H7

As mentioned above, knowing the functional elements of the QS is of great importance, such as the sdiA gene, which controls the virulence factors EspD and intimin in E. coli O157:H7 [88]. With the emerging technology of CRISPR Cas, the possibility of improving systems and devices for detecting microorganisms of interest in the food, medical and environmental industries becomes evident. Zhu L. et al., 2023, published the development of an ultrasensitive method for the detection of E. coli O157:H7 based on what they call RAA-CRISPR/12a (Recombinase-Aided Amplification, RAA), resulting in a highly efficient test that only requires 55 min to detect E. coli O157:H7 [89]. Recently, Jiang et al., 2023, developed a rapid, specific, and visual nucleic acid detection method called CRISPR/Cas12a-PMNT in Escherichia coli O157:H7, based on a combination of Cas12a techniques with RPA (Recombinase Polymerase Amplification) and cationic poly water-soluble [3-(3′-N,N,N-triethylamino-1-propyloxy)-4-methyl-2,5-thiophene hydrochloride] (PMNT). They finally reported that the Cas12aVIP method produced high specificity and did not interfere with other non-target bacteria. This method ensures that the detection was performed within 40 min and that the signal can be observed with the naked eye under natural light, which presents great potential for multiple applications of rapid detection of nucleic acids without the need for technical expertise or auxiliary equipment [90].
Zhang R., et al. (2021) described the advantages and disadvantages that the CRISPR interference system has for the silencing or regulation of multiple or specific genes in E. coli; in this study, the authors emphasize the importance of developing these type of tools for the understanding of pathogenesis and its future treatment [91].
In a letter to the editor, Suvvari et al., 2023 mention that there are some research groups that use the CRISPR-Cas13a system to attack antimicrobial resistance and thus generate hope for the future. Other work carried out on the topic of gene regulation and silencing is also mentioned, using specific target RNA sequences in E. coli and Leptotrichia Shahii. It is concluded that this system has enormous potential and still needs to be perfected for use in research, diagnosis, and therapy [92].

7. Polyphenols as QQ Agents in Campylobacter jejuni

Campylobacter is recognized as a major bacterial agent causing gastroenteritis and medium-term effects like reactive arthritis, meningitis, pancreatitis, and Guillain–Barre’s syndrome, on human health worldwide and more particularly, in developed countries [93,94]. Campylobacter spp. can be found in water reservoirs, as commensals in the intestinal tract of animals, particularly birds, and as virulent pathogens in humans. Contaminated animal food products, particularly poultry, are a major source of bacteria that cause human campylobacteriosis [95]. Several studies have shown the bacterium’s ability to adhere to inert surfaces of different materials used in different industries [96]. Campylobacter jejuni, and Campylobacter coli, can form mono- and multi-species biofilms [97]. Plant materials represent an important source of phytochemicals that prevent adhesion and biofilm formation for which bacterial adhesion is the first step. Wagle et al., 2021 reported the effects of turmeric, curcumin, allyl sulfide, garlic oil, and ginger oil on C. jejuni. The selected phytochemicals (except curcumin) reduced its adhesion to chicken embryo cells, and all the phytochemicals reduced QS [98]. Other compounds with anti-adhesion and anti-biofilm activities against C. jejuni reported in the literature are carvacrol, trans-cinnamaldehyde, epigallocatechin gallate, amentoflavone, β-resorcylic acid, eugenol, linalool, and resveratrol [99,100,101,102,103,104,105,106,107].
Extracts such as blackberry and blueberry pomace significantly reduced the growth of C. jejuni and altered the physicochemical properties such as cell surface hydrophobicity and auto-aggregation of this bacterial pathogen. Alpinia katsumadai extracts, grape extract, thyme extract, and herbal extracts also possess anti-adhesive and anti-biofilm activities [107,108,109,110]. On the other hand, the ability of essential oils (lavender, juniper, rosemary, juniper, clove, thyme, coriander) to inhibit the adhesion and formation has also been reported [105,111].
In C. jejuni, cell density phenotypes such as is motility, host colonization, virulence, and biofilm formation are associated with the AI-2-mediated quorum sensing system [112]. Citrus extracts reduce motility, biofilm formation, invasion, and adhesion of epithelial cells and virulence of C. jejuni by modulation of QS. Castillo et al. reported that the extract of Citrus limon, Citrus medica and Citrus aurantium peels decreased AI-2 activity and reduced expression of flaA-B and genes involved in adherence and invasion processes (cadF and ciaB) [113,114]. A Euodia ruticarpa extract has also shown anti-QS activity, although a link between the reduction of biofilm formation and QS activity was not shown [115]. In their review, Elgamundi and Korolik (2021) also report biofilm inhibition with secoiridoid and hydroxycinnamic and gallic acid as well as with taxifolin, epigallocatechin gallate, and resveratrol [116]. The inhibitory action of polyphenols against C. jejuni is provided in Table 3.

8. CRISPR and QQ in Campylobacter jejuni

Campylobacter, like many other bacteria, contain their own CRISPR Cas systems, which means that their endogenous CRISPR Cas9 systems are not necessarily affected by the delivery of gRNAs towards their endogenous QS elements to be regulated [117]. Abavisami et al., 2023 reported a pair of studies where the enzymes AacCas12b and Cas12a are used to develop devices for the detection of C. jejuni through different techniques. Not all the QS signaling molecules involved in C. jejuni have been determined; however, it is possible to design dCas9-or dCas13-type tools to attack and regulate the target genes responsible for its virulence such as cadF, ciaB, cdtB and flaA, (Table 4) [118]. Like S. typhi, C. jejuni expresses genes from the LuxS family [119,120]; therefore, it is also considered a good target to develop CRISPR-type regulation tools.
Costigan et al. (2022) were able to validate the repression of the astA gen which encodes for arilsulfatase using the CRISPR interference (CRISPRi) in Campylobacter jejuni [122]. The same tool was applied to a deleted M1Cam strain showing that the Cas9 endogenous system did not affect the CRISPRi system. Also, a reduction in motility was achieved by affecting the hipO gen and inhibiting the flagellar genes flgR, flaA, flaB. These flagellar variants were confirmed by phenotyping and Electron Transmission Microscopy (ETM). All these techniques are focused toward the diminishment of horizontal and vertical transfer of antibiotic resistance.
In the review carried out by Rodrigues et al. 2023, in the section corresponding to “Campylobacter”, it is mentioned through the compilation of information from various authors, that if the endogenous Cas9 of C. jejuni is eliminated, it reduces adhesion, invasion and in vitro bacterial translocation across monolayers in human colorectal adenocarcinoma cells. Cas9 from C. jejuni is toxic to human cells, so the C. jejuni Cas9 gene, transcript and protein are a perfect target to control or regulate the infectious processes caused by this bacterium. For Campylobacter, as well as for other bacteria, once confirmed that it carries a CRISPR-Cas9 type system, it is recommended that, in addition to using other combined CRISPR systems of the type Cas3, dCas9, Cas13a, dCas13 or others, all this is used for the system to be effective (Figure 2) [123].

9. Conclusions

Polyphenols are an excellent alternative to combat three of the most dangerous foodborne pathogens analyzed in this review. Many extracts and pure compounds have been characterized and their inhibitory activity against drug resistance has been identified. Most inhibitory mechanisms have to do with the downregulation of virulent genes, inactivation of the SidA protein, interference with mechanisms leading to biofilm formation, and interference with QS signaling molecules. While knowledge about the specific mechanisms leading to such action has been detailed in some reports, much work remains to be done in this respect so that Quorum Quenching becomes a practical tool against antibiotic resistance pathogens. All reviewed results suggest that polyphenols should be considered an important source of alternative antimicrobial control strategies to those relying on antibiotics. On the other hand, the three pathogens contain their own endogenous CRISPR Cas-type systems; therefore, the strategies for their study through non-endogenous CRISPR systems are very variable and complex, since it is necessary to skip the typical endogenous responses that render exogenous CRISPR modification or regulation tools ineffective. It is important to emphasize that the idea of using CRISPR systems in these microorganisms is to be able to understand the various functions of their genetic elements, in terms of application for further research. Another branch of great importance and urgency is the field of diagnosis. In this field, it is necessary to use CRISPR Cas systems different from the commonly known endogenous systems such as dCas9, dCas12, dCas13, and Cas14. Knowing and then attacking the signaling systems of Gram-positive and Gram-negative microorganisms is of vital importance, since the tools that must be directed at these targets must be extremely precise. In 2017, Zuberi et al. accomplished biofilm inhibition using a QS mechanism in E. coli using the CRISPRi system [124]. This was achieved by targeting the LuxS gene which translates the synthase involved in the AI-2 inducer. The utilization of CRISPRi systems is efficient because it does not compromise the activation of the endogenous CRISPR systems. Recently, Alshammari et al. (2023) showed that by knocking out the genes involved in QS such as luxS, firmH and boIA, an effective reduction in the synthesis of EPS can be achieved [122,125]. Thus, they confirm that the CRISPR Cas9-HDR (Direct Homologous Repair) tool can be utilized to substitute the genes involved in the QS process through the utilization of the direct homologous repair (HDR).

Author Contributions

All authors contributed equally in reviewing the selected references as well as summarizing relevant findings. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Data Availability Statement

The data used to support the findings of this study can be made available by the corresponding author upon request.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the result.

Abbreviations

ARAntibiotic resistance
AIAutoinducers
AI-1Autoinducers 1
AI-2Autoinducers 2
AI-3Autoinducers 3
AHLAcyl-L-homoserine-Lactone
AHLsN-Acyl-Homoserine Lactones
CRISPRClustered Regularly Interspaced Short Palindromic Repeats
CRISPS-dCas9“dead” Cas9, CRISPR interference
CRISPR Cas9-HDRCRISPR Cas9-Direct Homologous Repair
CRISPRiCRISPR interference
DTDefinitive Type
DSFDiffusing Signaling Factors
EPSExtracellular Polymeric Substance
ETECEnterotoxigenic E. coli
ETMElectron Transmission Microscopy
NTSNontyphoidal Salmonella
PCRPolymerase Chain Reaction
QQQuorum Quenching
QQAQuorum Quenching Agents
QSQuorum Sensing
QS-RegulonGenes that regulate the process
RAARecombinase-Aided Amplification
RASFFRapid Alert System for Food and Feed
RT-PCRReverse Transcription Polymerase Chain Reaction
SINAVENational Epidemiological Surveillance System
SPI-1Salmonella pathogenicity island 1
T3SS1Type III secretion system 1
WHOWorld Health Organization

References

  1. Batz, M.B.; Batz, E.; Henke, B.; Kowalcyk, B. Long-Term Consequences of Foodborne Infections. Infect. Dis. Clin. N. Am. 2013, 27, 599–616. [Google Scholar] [CrossRef] [PubMed]
  2. European Commission. Annual Report Alert and Cooperation Network. 2022. Available online: https://food.ec.europa.eu/system/files/2023-08/acn_annual-report_2022.pdf (accessed on 22 August 2023).
  3. Delahoy, M.J.; Shah, H.J.; Weller, D.L.; Ray, L.C.; Smith, K.; McGuire, S.; Trevejo, R.T.; Walter, E.S.; Wymore, K.; Rissman, T.; et al. Preliminary Incidence and Trends of Infections Caused by Pathogens Transmitted Commonly Through Food—Foodborne Diseases Active Surveillance Network, 10 U.S. Sites, 2022. MMWR Morb. Mortal. Wkly. Rep. 2023, 72, 701–706. [Google Scholar] [CrossRef] [PubMed]
  4. Menkem, Z.E.; Ngangom, B.L.; Tamunjoh, S.S.A.; Boyom, F.F. Antibiotic Residues in Food Animals: Public health concern. Acta Ecol. Sin. 2019, 39, 411–415. [Google Scholar] [CrossRef]
  5. O’Neill, J. Tackling Drug-Resistance Infections Globally: Final Report and Recommendations. In The Review on Antimicrobial Resistance; Government of the United Kingdom: London, UK, 2016; Volume 81, p. 61. [Google Scholar]
  6. Mora, C.; McKenzie, T.; Graw, I.S.; Dean, J.M.; von Hammerstein, H.; Knudson, T.A. Over Half of Known Human Pathogenic Diseases Can Be Aggravated by Climate Change. Nat. Clim. Chang. 2022, 12, 869–875. [Google Scholar] [CrossRef] [PubMed]
  7. Costerton, J.W.; Lewandowski, Z.; Caldwell, D.E.; Korber, D.R.; Lappin-Scott, H.M. Microbial Biofilms. Annu. Rev. Microbiol. 1995, 49, 711–745. [Google Scholar] [CrossRef]
  8. Miller, M.B.; Bassler, B.L. Quorum Sensing in Bacteria. Annu. Rev. Microbiol. 2001, 55, 165–199. [Google Scholar] [CrossRef] [PubMed]
  9. Kim, S.H.; Wei, C.I. Biofilm Formation by Multidrug-resistant Salmonella enterica serotype Typhimurium Phage Type DT104 and Other Pathogens. J. Food Prot. 2007, 70, 22–29. [Google Scholar] [CrossRef] [PubMed]
  10. Wang, R. Biofilms and Meat Safety: A Mini-Review. J. Food Prot. 2019, 82, 120–127. [Google Scholar] [CrossRef]
  11. Wang, C.; Ye, F.; Kumar, V.; Gao, Y.-G.; Zhang, L.-H. BswR Controls Bacterial Motility and Biofilm Formation in Pseudomonas aeruginosa Through Modulation of The Small RNA rsmZ. Nucleic Acids Res. 2014, 42, 4563–4576. [Google Scholar] [CrossRef]
  12. Wang, R.; Bono, J.L.; Kalchayanand, N.; Shackelford, S.; Harhay, D.M. Biofilm Formation by Shiga Toxin-producing Escherichia coli O157:H7 and Non-O157 Strains in Their Tolerance to Sanitizers Commonly Used in the Food Processing Environment. J. Food Prot. 2012, 75, 1418–1428. [Google Scholar] [CrossRef]
  13. Santos, C.A.; França, L.E.M.; Gombossy de Melo, M.B.D.; Pinto, U.M. Exploring Phenolic Compounds as Quorum Sensing Inhibitors in Foodborne Bacteria. Front. Microbiol. 2021, 12, 735931. [Google Scholar] [CrossRef] [PubMed]
  14. Raju, D.V.; Nagarajan, A.; Pandit, S.; Nag, M.; Lahiri, D.; Upadhye, V. Effect of Bacterial Quorum Sensing and Mechanism of Antimicrobial Resistance. Biocatal. Agric. Biotechnol. 2022, 43, 102409. [Google Scholar] [CrossRef]
  15. Otero-Casal, A.M.; Muñoz-Crego, A.; Bernárdez-Hermida, M.I.; Fábregas-Casal, J. Quorum Sensing: El lenguaje de las Bacterias; Editorial Acribia, S.A.: Zaragoza, Spain, 2005; ISBN 84-200-1046-4. [Google Scholar]
  16. Li, J.; Zhao, X. Effects of Quorum Sensing on The Biofilm Formation and Viable but Non-culturable State. Food Res. Int. 2020, 137, 109742. [Google Scholar] [CrossRef] [PubMed]
  17. Nazzaro, F.; Fratianni, F.; Coppola, R. Quorum Sensing and Phytochemicals. Int. J. Mol. Sci. 2013, 14, 12607–12619. [Google Scholar] [CrossRef]
  18. Godínez-Oviedo, A.; Tamplin, M.L.; Bowman, J.P.; Hernández, M. Salmonella Enterica in México 2000–2017: Epidemiology, Antimicrobial Resistance and Prevalence in Food. Foodborne Pathog. Dis. 2020, 17, 98–118. [Google Scholar] [CrossRef] [PubMed]
  19. SINAVE. Distribución de Casos Nuevos de Enfermedades Por Fuente de Notificación. 2020. Available online: https://epidemiologia.salud.gob.mx/anuario/2020/morbilidad/nacional/distribucion_casos_nuevos_enfermedad_fuente_notificacion.pdf (accessed on 22 August 2023).
  20. Fan, Q.; Zuo, J.; Wang, H.; Greiner, D.; Yi, L.; Wang, Y. Contribution of Quorum Sensing to Virulence and Antibiotic Resistance in Zoonotic Bacteria. Biotechnol. Adv. 2022, 59, 107965. [Google Scholar] [CrossRef]
  21. Michael, B.; Smith, J.N.; Swift, S.; Heffron, F.; Ahmer, B.M.M. SdiA of Salmonella Enterica is a LuxR Homolog That Detects Mixed Microbial Communities. J. Bacteriol. 2001, 183, 5733–5742. [Google Scholar] [CrossRef]
  22. Sabag-Daigle, A.; Soares, J.A.; Smith, J.N.; Elmasry, M.E.; Ahmer, B.M. The Acyl Homoserine Lactone Receptor, SdiA, of Escherichia coli and Salmonella enterica Serovar Typhimurium Does Not Respond to Indole. Appl. Environ. Microbiol. 2012, 78, 5424–5431. [Google Scholar] [CrossRef]
  23. Grandclément, C.; Tannières, M.; Moréra, S.; Dessaux, Y.; Faure, D. Quorum Quenching: Role in Nature and Applied Developments. FEMS Microbiol. Rev. 2016, 40, 86–116. [Google Scholar] [CrossRef]
  24. Stotani, S.; Gatta, V.; Medarametla, P.; Padmanaban, M.; Karawajczyk, A.; Giordanetto, F.; Tammela, P.; Laitinen, T.; Poso, A.; Tzalis, D.; et al. DPD-Inspired Discovery of Novel LsrK Kinase Inhibitors: An Opportunity to Fight Antimicrobial Resistance. J. Med. Chem. 2019, 62, 2720–2737. [Google Scholar] [CrossRef]
  25. Nazir, A.; Malik, K.; Qamar, H.; Hamza, M.B.; Liaqat, A.; Shahid, M.; Islam, K.M.; Fatima, A.; Irshad, A.; Sadia, H. A Review: Use of Plant Extracts and Their Phytochemical Constituents to Control Antibiotic Resistance in S. aureus. Pure Appl. Biol. 2020, 9, 720–727. [Google Scholar] [CrossRef]
  26. Takó, M.; Kerekes, E.B.; Zambrano, C.; Kotogán, A.; Papp, T.; Krisch, J.; Vágvölgyi, C. Plant Phenolics and Phenolic-Enriched Extracts as Antimicrobial Agents against Food-Contaminating Microorganisms. Antioxidants 2020, 9, 165. [Google Scholar] [CrossRef] [PubMed]
  27. Vikram, A.; Jayaprakasha, G.K.; Jesudhasan, P.R.; Pillai, S.D.; Patil, B.S. Suppression of Bacterial Cell-cell Signalling, Biofilm Formation and Type III Secretion System by Citrus Flavonoids. J. Appl. Microbiol. 2010, 109, 515–527. [Google Scholar] [CrossRef] [PubMed]
  28. Taganna, J.C.; Quanico, J.P.; Perono, R.M.G.; Amor, E.C.; Rivera, W.L. Tanning-rich Fraction From Terminalia catappa Inhibits Quorum Sensing (QS) in Chromobacterium violaceum and the QS-controlled Biofilm Maturation and LasA Staphylolytic Activity in Pseudomonas aeruginosa. J. Ethnopharmacol. 2011, 134, 865–871. [Google Scholar] [CrossRef] [PubMed]
  29. Nazareth, M.S.; Shreelakshmi, S.V.; Shetty, N.P. Identification and Characterization of Polyphenols from Carissa spinarum Fruit and Evaluation of Their Antioxidant and Anti-quorum Sensing Activity. Curr. Microbiol. 2021, 78, 1277–1285. [Google Scholar] [CrossRef]
  30. Huber, B.; Eberl, L.; Feucht, W.; Polster, J. Influence of Polyphenols on Bacterial Biofilm Formation and Quorum-sensing. Z. Naturoforsch. C J. Biosci. 2003, 58, 879–884. [Google Scholar] [CrossRef] [PubMed]
  31. Nazzaro, F.; Fratianni, F.; Coppola, R.; De Feo, V. Essential oils and Antifungal Activity. Pharmaceuticals 2017, 10, 86. [Google Scholar] [CrossRef]
  32. Nazzaro, F.; Fratianni, F.; d’Acierno, A.; De Feo, V.; Ayala-Zavala, F.J.; Gomes-Cruz, A.; Granato, D.; Coppola, R. Chapter 8: Effect of Polyphenols on Microbial Cell-Cell Communications; Tommonaro, G., Ed.; Quorum Sensing; Academic Press: Cambridge, MA, USA, 2019; pp. 195–223. [Google Scholar]
  33. Al-Hussaini, R.; Mahasneh, A.M. Microbial Growth and Quorum Sensing Antagonist Activities of Herbal Plants Extracts. Molecules 2009, 14, 3425–3435. [Google Scholar] [CrossRef]
  34. Vandeputte, O.M.; Kiendrebeogo, M.; Rajaonson, S.; Diallo, B.; Mol, A.; El Jaziri, M.; Baucher, M. Identification of Catechin as One of the Flavonoids from Combretum albiflorum Bark Extract That Reduces The Production of Quorum-sensing-controlled Virulence Factors in Pseudomonas aeruginosa PAO1. Appl. Environ. Microbiol. 2010, 76, 243–253. [Google Scholar] [CrossRef]
  35. Lima, E.M.F.; Winans, S.C.; Manoel-Pinto, U. Quorum Sensing Interference by Phenolic Compounds—A Matter of Bacterial Misunderstanding. Heliyon 2023, 9, e17657. [Google Scholar] [CrossRef]
  36. Ahmer, B.M.; van Reeuwijk, J.; Timmers, C.D.; Valentine, P.J.; Heffron, F. Salmonella typhimurium Encodes an SDIA Homolog, a Putative Quorum Sensor of the LuxR Family, That Regulates Genes on the Virulence Plasmid. J. Bacteriol. 1998, 180, 1185–1193. [Google Scholar] [CrossRef] [PubMed]
  37. Almeida, F.A.; Vargas, E.L.; Carneiro, D.G.; Pinto, U.M.; Vanetti, M.C. Virtual Screening of Plant Compounds and Nonsteroidal Anti-inflammatory Drugs for Inhibition of Quorum Sensing and Biofilm Formation in Salmonella. Microb. Pathog. 2018, 121, 369–388. [Google Scholar] [CrossRef] [PubMed]
  38. Abed, N.; Grepinet, O.; Canepa, S.; Hurtado-Escobar, G.A.; Guichard, N.; Wiedemann, A.; Velge, P.; Virlogeux-Payant, I. Direct Regulation of the pefI-srgC Operon Encoding the Rck Invasin by the Quorum-sensing Regulator SdiA in Salmonella typhimurium. Mol. Microbiol. 2014, 94, 254–271. [Google Scholar] [CrossRef] [PubMed]
  39. Moreira, G.C.; Weinshenker, D.; Sperandio, V. QseC Mediates Salmonella enterica Serovar Typhimurium Virulence In Vitro and In Vivo. Infect. Immun. 2010, 78, 914–926. [Google Scholar] [CrossRef] [PubMed]
  40. Dyszel, J.L.; Smith, J.N.; Lucas, D.E.; Soares, J.A.; Swearingen, M.C.; Vross, M.A.; Young, G.M.; Ahmer, B.M. Salmonella enterica Serovar Typhimurium Can Detect Acyl Homoserine Lactone Production by Yersinia enterocolitica in Mice. J. Bacteriol. 2010, 192, 29–37. [Google Scholar] [CrossRef]
  41. de Freitas, L.L.; Dos Santos, C.I.A.; Carneiro, D.G.; Vanetti, M.C.D. Nisin and Acid Resistance in Salmonella is Enhanced by N-dodecanoylhomoserine Lactone. Microb. Pathog. 2020, 147, 104320. [Google Scholar] [CrossRef]
  42. Gao, R.; Huang, H.; Hamel, J.; Levesque, R.C.; Goodridge, L.D.; Ogunremi, D. Application of a High-Throughput Targeted Sequence AmpliSeq Procedure to Assess the Presence and Variants of Virulence Genes in Salmonella. Microorganisms 2022, 10, 369. [Google Scholar] [CrossRef]
  43. Puig-Peña, Y.; Espino-Hernández, M.; Leyva-Castillo, V. Resistencia Antimicrobiana en Salmonella y E. coli Aisladas de Alimentos: Revisión de la literatura. Panor. Cuba Salud 2011, 6, 30–38. [Google Scholar]
  44. Zaidi, M.B.; León, V.; Canché, C.; Pérez, C.; Zhao, S.; Hubert, S.K.; Abbott, J.; Blickenstaff, K.; McDermott, P.F. Rapid and Widespread Dissemination of Multi-Drug Resistance blaCMY-2 Salmonella typhimurium in Mexico. J. Antimicrob. Chemother. 2007, 60, 398–401. [Google Scholar] [CrossRef]
  45. Guzman-Hernandez, R.; Contreras-Rodriguez, A.; Hernandez-Velez, R.; Perez-Martinez, I.; Lopez-Merino, A.; Zaidi, M.B.; Estrada-Garcia, T. Mexican Unpasteurized Fresh Cheeses Are Contaminated with Salmonella spp., non-O157 Shiga Toxin Producing Escherichia coli and Potential Uropathogenic E. coli strains: A public Health Risk. Int. J. Food Microbiol. 2016, 237, 10–16. [Google Scholar] [CrossRef]
  46. Cloeckaert, A.; Schwarz, S. Molecular Characterization, Spread and Evolution of Multidrug Resistance in Salmonella Enterica Typhimurium DT104. Vet. Res. 2001, 32, 301–310. [Google Scholar] [CrossRef] [PubMed]
  47. Nitiema, L.W.; Savadogo, A.; Simpore, J.; Dianou, D.; Traore, A.S. In Vitro Antimicrobial Activity of Some Phenolic Compounds (Coumarin and Quercetin) Against Gastroenteritis Bacterial Strains. Int. J. Microbiol. Res. 2012, 3, 183–187. [Google Scholar]
  48. Johny, A.K.; Hoagland, T.; Venkitanarayanan, K. Effect of Subinhibitory Concentrations of Plant-derived Molecules in Increasing the Sensitivity of Multidrug-resistant Salmonella enterica Serovar Typhimurium DT104 to Antibiotics. Foodborne Pathog. Dis. 2010, 7, 1165–1170. [Google Scholar] [CrossRef] [PubMed]
  49. Gnanendra, S.; Mohamed, S.; Natarjan, J. Identification of Potent Inhibitors for Salmonella typhimurium Quorum Sensing Via Virtual Screening and Pharmacophore Modeling. Comb. Chem. High Throughput Screen. 2013, 16, 826–839. [Google Scholar] [CrossRef] [PubMed]
  50. Alvarado-Martinez, Z.; Bravo, P.; Kennedy, N.F.; Krishna, M.; Hussain, S.; Young, A.C.; Biswas, D. Antimicrobial and Antivirulence Impacts of Phenolics on Salmonella Enterica Serovar Typhimurium. Antibiotics 2020, 9, 668. [Google Scholar] [CrossRef]
  51. Birhanu, B.T.; Lee, E.B.; Lee, S.J.; Park, S.C. Targeting Salmonella typhimurium Invasion and Intracellular Survival Using Pyrogallol. Front. Microbiol. 2021, 12, 631426. [Google Scholar] [CrossRef]
  52. Giovagnoni, G.; Rossi, B.; Tugnoli, B.; Ghiselli, F.; Bonetti, A.; Piva, A.; Grilli, E. Thymol and Carvacrol Downregulate the Expresion of Salmonella typhimurium Virulence Genes During and In Vitro Infection on Caco-2 Cells. Microorganisms 2020, 8, 862. [Google Scholar] [CrossRef]
  53. Zhang, Y.; Liu, Y.; Luo, J.; Jie, J.; Deng, X.; Song, L. The Herbal Compound Thymol Targets Multiple Salmonella typhimurium Virulence Factors for Lon Protease Degradation. Front. Pharmacol. 2021, 12, 674955. [Google Scholar] [CrossRef]
  54. Tokam-Kuaté, C.R.; Bisso-Ndezo, B.; Dzoyem, J.P. Synergistic Antibiofilm Effect of Thymol and Piperine in Combination with Aminoglycosides Antibiotics Against Four Salmonella Enterica Serovars. Evid.-Based Complement. Altern. Med. 2021, 2021, 1567017. [Google Scholar] [CrossRef]
  55. Almuzaini, A.M. Phytochemicals: Potential Alternative Strategy to Fight Salmonella Enterica Serovar Typhimurium. Front. Vet. Sci. 2023, 10, 1188752. [Google Scholar] [CrossRef]
  56. Sakarikou, C.; Kostoglou, D.; Simoes, M.; Giaouris, E. Exploitation of Plant Extracts and Phytochemicals Against Resistant Salmonella spp. in Biofilms. Food Res. Int. 2020, 128, 108806. [Google Scholar] [CrossRef]
  57. Kiga, K.; Tan, X.E.; Ibarra-Chávez, R.; Watanabe, S.; Aiba, Y.; Sato, Y.; Li, F.Y.; Sasahara, T.; Cui, B.; Kawauchi, M.; et al. Development of CRISPR-Cas13a-based Antimicrobials Capable of Sequence-specific Killing of Target Bacteria. Nat. Commun. 2020, 11, 2934. [Google Scholar] [CrossRef]
  58. Abavisani, M.; Khayami, R.; Hoseinzadeh, M.; Kodori, M.; Kesharwani, P.; Sahebkar, A. CRISPR-Cas System as a Promising Player Against Bacterial Infection and Antibiotic Resistance. Drug Resist. Updates 2023, 68, 100948. [Google Scholar] [CrossRef]
  59. Sharma, N.; Das, A.; Raja, P.; Marathe, S.A. The CRISPR-Cas System Differentially Regulates Surface-attached and Pellicle Biofilm in Salmonella enterica Serovar Typhimurium. Microbiol. Spectr. 2022, 10, e00202-22. [Google Scholar] [CrossRef]
  60. Datsenko, K.A.; Wanner, B.L. One-step Inactivation of Chromosomal Genes in Escherichia coli K-12 Using PCR Products. Proc. Natl. Acad. Sci. USA 2000, 97, 6640–6645. [Google Scholar] [CrossRef]
  61. Ma, L.; Wang, J.; Li, Y.; Liao, D.; Zhang, W.; Han, X.; Man, S. A ratiometric fluorescent biosensing platform for ultrasensitive detection of Salmonella typhimurium via CRISPR/Cas12a and silver nanoclusters. J. Hazard. Mater. 2023, 443, 130234. [Google Scholar] [CrossRef]
  62. Wang, T.; Wang, Z.; Bai, L.; Zhang, X.; Feng, J.; Qian, C.; Wang, Y.; Wang, R. Next-generation CRISPR-based diagnostic tools for human diseases. TrAC Trends Anal. Chem. 2023, 168, 117328. [Google Scholar] [CrossRef]
  63. Rohatgi, A.; Gupta, P. Natural and Synthetic Plant Compounds as Anti-biofilm Agents Against Escherichia coli O157:H7 biofilm. Infect. Genet. Evol. 2021, 95, 105055. [Google Scholar] [CrossRef]
  64. Sharma, G.; Sharma, S.; Sharma, P.; Chandola, D.; Dang, S.; Gupta, S.; Gabrani, R. Escherichia coli Biofilm: Development and Therapeutic Strategies. J. Appl. Microbiol. 2016, 121, 9–319. [Google Scholar] [CrossRef]
  65. Zambrano, C.; Kerekes, E.B.; Kotogán, A.; Papp, T.; Vágvölgyi, C.; Krisch, J.; Takó, M. Antimicrobial Activity of Grape, Apple and Pitahaya Residue Extracts After Carbohydrase Treatment Against Food-related Bacteria. LWT Food Sci. Technol. 2019, 100, 416–425. [Google Scholar] [CrossRef]
  66. Lee, J.H.; Regmi, S.C.; Kim, J.A.; Cho, M.H.; Yun, H.; Lee, C.S.; Lee, J. Apple Flavonoid Phloretin Inhibits Escherichia coli O157: H7 Biofilm Formation and Ameliorates Colon Inflammation in Rats. Infect. Immun. 2011, 79, 4819–4827. [Google Scholar] [CrossRef]
  67. Girennavar, B.; Cepeda, M.L.; Soni, K.A.; Vikram, A.; Jesudhasan, P.; Jayaprakasha, G.K.; Pillai, S.D.; Patil, B.S. Grapefruit Juice and Its Furocoumarins Inhibits Autoinducer Signaling and Biofilm Formation in Bacteria. Int. J. Food Microbiol. 2008, 125, 204–208. [Google Scholar] [CrossRef]
  68. Lee, J.H.; Cho, H.S.; Joo, S.W.; Regmi, S.C.; Kim, J.A.; Ryu, C.M.; Ryu, S.Y.; Cho, M.H.; Lee, J. Diverse Plant Extracts and Trans-Resveratrol Inhibit Biofilm Formation and Swarming of Escherichia coli O157:H7. Biofouling 2013, 29, 1189–1203. [Google Scholar] [CrossRef]
  69. Song, Y.J.; Yu, H.H.; Kim, Y.J.; Lee, N.K.; Paik, H.D. Anti-Biofilm Activity of Grapefruit Seed Extract against Staphylococcus aureus and Escherichia coli. J. Microbiol. Biotechnol. 2019, 29, 1177–1183. [Google Scholar] [CrossRef]
  70. Sheng, L.; Olsen, S.A.; Hu, J.; Yue, W.; Means, W.J.; Zhu, M.J. Inhibitory Effects of Grape Seed Extract on Growth, Quorum Sensing, and Virulence Factors of CDC “Top-six” Non-O157 Shiga Toxin Producing E. coli. Int. J. Food Microbiol. 2016, 16, 24–32. [Google Scholar] [CrossRef]
  71. Wood, T.K. Insights on Escherichia coli Biofilm Formation and Inhibition from Whole-transcriptome Profiling. Environ. Microbiol. 2009, 11, 1–15. [Google Scholar] [CrossRef]
  72. Cegelski, L.; Pinkner, J.S.; Hammer, N.D.; Cusumano, C.K.; Hung, C.S.; Chorell, E.; Aberg, V.; Walker, J.N.; Seed, P.C.; Almqvist, F.; et al. Small-molecule Inhibitors Target Escherichia coli Amyloid Biogenesis and Biofilm Formation. Nat. Chem. Biol. 2009, 5, 913–919. [Google Scholar] [CrossRef]
  73. Lo, A.W.; Van de Water, K.; Gane, P.J.; Chan, A.W.E.; Steadman, D.; Stevens, K.; Selwood, D.L.; Waksman, G.; Remaut, H. SupPression of Type 1 Pilus Assembly in Uropathogenic Escherichia coli by Chemical Inhibition of Subunit Polymerization. J. Antimicrob. Chemother. 2014, 69, 1017–1026. [Google Scholar] [CrossRef]
  74. Andersson, E.K.; Bengtsson, C.; Evans, M.L.; Chorell, E.; Sellstedt, M.; Lindgren, A.E.; Hufnagel, D.A.; Bhattacharya, M.; Tessier, P.M.; Whittung-Stafshede, P.; et al. Modulation of Curli Assembly and Pellicle Biofilm Formation by Chemical and Protein Chaperones. Chem. Biol. 2013, 20, 1245–1254. [Google Scholar] [CrossRef]
  75. Lee, J.H.; Kim, Y.G.; Ryu, S.Y.; Cho, M.H.; Lee, J. Ginkgolic Acids and Ginkgo Biloba Extract Inhibit Escherichia coli O157: H7 and Staphylococcus aureus Biofilm Formation. Int. J. Food Microbiol. 2014, 174, 47–55. [Google Scholar] [CrossRef]
  76. Lee, J.H.; Kim, Y.G.; Ryu, S.Y.; Cho, M.H.; Lee, J. Resveratrol Oligomers Inhibit Biofilm Formation of Escherichia coli O157:H7 and Pseudomonas aeruginosa. J. Nat. Prod. 2014, 77, 168–172. [Google Scholar] [CrossRef]
  77. Lee, J.H.; Kim, Y.G.; Cho, H.S.; Ryu, S.Y.; Cho, M.H.; Lee, J. Coumarins Reduce Biofilm Formation, and the Virulence of Escherichia coli O157:H7. Phytomedicine 2014, 21, 1037–1042. [Google Scholar] [CrossRef]
  78. Kim, Y.G.; Lee, J.H.; Gwon, G.; Kim, S.I.; Park, J.G.; Lee, J. Essential Oils and Eugenols Inhibit Biofilm Formation and the Virulence of Escherichia coli O157:H7. Sci. Rep. 2016, 6, 36377. [Google Scholar] [CrossRef]
  79. Verstraeten, N.; Braeken, K.; Debkumari, B.; Fauvart, M.; Fransaer, J.; Vermant, J.; Michiels, J. Living on a Surface: Swarming and Biofilm Formation. Trends Microbiol. 2008, 16, 496–506. [Google Scholar] [CrossRef]
  80. Dakheel, M.M.; Alkandari, F.A.H.; Mueller-Harvey, I.; Woodward, M.J.; Rymer, C. Antimicrobial In Vitro Activities of Condensed Tannin Extracts on Avian Pathogenic Escherichia coli. Lett. Appl. Microbiol. 2020, 70, 165–172. [Google Scholar] [CrossRef]
  81. Priha, O.; Virkajärvi, V.; Juvonen, R.; Puupponen-Pimiä, R.; Nohynek, L.; Alakurtti, S.; Pirttimaa, M.; Storgårds, E. Quorum Sensing Signalling and Biofilm Formation of Brewery-derived Bacteria, and Inhibition of Signalling by Natural Compounds. Curr. Microbiol. 2014, 69, 617–627. [Google Scholar] [CrossRef]
  82. Borges, A.; Saavedra, M.J.; Simoes, M. The Activity of Ferulic and Gallic Acids in Biofilm Prevention and Control of Pathogenic bacteria. Biofouling 2012, 28, 755–767. [Google Scholar] [CrossRef]
  83. Vikram, A.; Jayaprakasha, G.K.; Uckoo, R.M.; Patil, B.S. Inhibition of Escherichia coli O157:H7 Motility and Biofilm by β-Sitosterol Glucoside. Biochim. Biophys. Acta 2013, 1830, 5219–5228. [Google Scholar] [CrossRef]
  84. Cho, H.S.; Lee, J.H.; Ryu, S.Y.; Joo, S.W.; Cho, M.H.; Lee, J. Inhibition of Pseudomonas aeruginosa and Escherichia coli O157:H7 Biofilm Formation by Plant Metabolite ε-viniferin. J. Agric. Food Chem. 2013, 61, 7120–7126. [Google Scholar] [CrossRef]
  85. Bai, Y.B.; Shi, M.Y.; Wang, W.W.; Wu, L.Y.; Bai, Y.T.; Li, B.; Zhou, X.Z.; Zhang, J.Y. Novel Quorum Sensing Inhibitor Echinatin as an Antibacterial Synergist Against Escherichia coli. Front. Microbiol. 2022, 13, 1003692. [Google Scholar] [CrossRef]
  86. Bai, Y.; Wang, W.; Shi, M.; Wei, X.; Zhou, X.; Li, B.; Zhang, J. Novel Antibiofilm Inhibitor Ginkgetin as an Antibacterial Synergist against Escherichia coli. Int. J. Mol. Sci. 2022, 23, 8809. [Google Scholar] [CrossRef]
  87. Ivanov, M.; Novović, K.; Malešević, M.; Dinić, M.; Stojković, D.; Jovčić, B.; Soković, M. Polyphenols as Inhibitors of Antibiotic Resistant Bacteria-Mechanisms Underlying Rutin Interference with Bacterial Virulence. Pharmaceuticals 2022, 15, 385. [Google Scholar] [CrossRef]
  88. Kanamaru, K.; Kanamaru, K.; Tatsuno, I.; Tobe, T.; Sasakawa, C. SdiA, an Escherichia coli Homologue of Quorum-sensing Regulators, Controls the Expression of Virulence Factors in Enterohaemorrhagic Escherichia coli O157:H7. Mol. Microbiol. 2000, 38, 805–816. [Google Scholar] [CrossRef]
  89. Zhu, L.; Liang, Z.; Xu, Y.; Chen, Z.; Wang, J.; Zhou, L. Ultrasensitive and Rapid Visual Detection of Escherichia coli O157:H7 Based on RAA-CRISPR/Cas12a System. Biosensors 2023, 13, 659. [Google Scholar] [CrossRef]
  90. Jiang, W.; He, C.; Bai, L.; Chen, Y.; Jia, J.; Pan, A.; Lv, B.; Tang, X.; Wu, X. A Rapid and Visual Method for Nucleic Acid Detection of Escherichia coli O157:H7 Based on CRISPR/Cas12a-PMNT. Foods 2023, 12, 236. [Google Scholar] [CrossRef]
  91. Zhang, R.; Xu, W.; Shao, S.; Wang, Q. Gene Silencing through CRIPSR Interference in Bacteria: Current Advances and Future Prospects. Front. Microbiol. 2021, 12, 635227. [Google Scholar]
  92. Suvvari, T.K.; Kandula, V.D.K.; Kandi, V.; Thomas, V. Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-Cas13a: Future Hope to Tackle Anti-Microbial Resistance. Microbiol. Insights 2023, 16, 11786361231178623. [Google Scholar] [CrossRef]
  93. Hannu, T.; Mattila, L.; Rautelin, H.; Pelkonen, P.; Lahdenne, P.; Siitonen, A.; Leirisalo-Repo, M. Campylobacter-triggered Reactive Arthritis: A pPopulation-based Study. Rheumatology 2002, 41, 312–318. [Google Scholar] [CrossRef]
  94. Kaakoush, N.O.; Castaño-Rodríguez, N.; Mitchell, H.M.; Man, S.M. Global Epidemiology of Campylobacter Infection. Clin. Microbiol. Rev. 2015, 28, 687–720. [Google Scholar] [CrossRef]
  95. Backert, S.; Tegtmeyer, N.; Cróinín, T.Ó.; Boehm, M.; Heimesaat, M.M. Chapter 1—Human Campylobacteriosis. In Campylobacter; Elsevier: Amsterdam, The Netherlands, 2017; pp. 1–25. [Google Scholar]
  96. Klančnik, A.; Šimunović, K.; Sterniša, M.; Ramič, D.; Možina, S.S.; Bucar, F. Anti-adhesion Activity of Phytochemicals to Prevent Campylobacter jejuni Biofilm Formation on Abiotic Surfaces. Phytochem. Rev. 2021, 20, 55–84. [Google Scholar] [CrossRef]
  97. Ica, T.; Caner, V.; Istanbullu, O.; Nguyen, H.D.; Ahmed, B.; Call, D.R.; Beyenal, H. Characterization of Mono- and Mixed-culture Campylobacter jejuni Biofilms. Appl. Environ. Microbiol. 2012, 78, 1033–1038. [Google Scholar] [CrossRef]
  98. Wagle, B.R.; Donoghue, A.M.; Jesudhasan, P.R. Select Phytochemicals Reduce Campylobacter jejuni in Postharvest Poultry and Modulate the Virulence Attributes of C. jejuni. Front. Microbiol. 2021, 12, 725087. [Google Scholar] [CrossRef]
  99. Wagle, B.R.; Upadhyay, A.; Upadhyaya, I.; Shrestha, S.; Arsi, K.; Liyanage, R.; Venkitanarayanan, K.; Donoghue, D.J.; Donoghue, A.M. Trans-cinnamaldehyde, Eugenol and Carvacrol Reduce Campylobacter jejuni Biofilms and Modulate Expression of Selected Genes and Proteins. Front. Microbiol. 2019, 10, 1837. [Google Scholar] [CrossRef]
  100. Wagle, B.R.; Donoghue, A.M.; Shrestha, S.; Upadhyaya, I.; Arsi, K.; Gupta, A.; Liyanage, R.; Rath, N.C.; Donoghue, D.J.; Upadhyay, A. Carvacrol Attenuates Campylobacter jejuni Colonization Factors and Proteome Critical for Persistence in the Chicken Gut. Poult. Sci. 2020, 99, 4566–4577. [Google Scholar] [CrossRef]
  101. Castillo, S.; Heredia, N.; García, S. 2(5H)-Furanone, Epigallocatechin Gallate, and a Citric-based Disinfectant Disturb Quorum-sensing Activity and Reduce Motility and Biofilm Formation of Campylobacter jejuni. Folia Microbiol. 2015, 60, 89–95. [Google Scholar] [CrossRef]
  102. Klančnik, A.; Gobin, I.; Vučković, D.; Možina, S.S.; Abram, M.; Jeršek, B. Reduced Contamination and Infection Via Inhibition of Adhesion of Foodborne Bacteria to Abiotic Polystyrene and Biotic Amoeba Surfaces. Int. J. Food Sci. Technol. 2018, 53, 1013–1020. [Google Scholar] [CrossRef]
  103. Klančnik, A.; Zorko, Š.; Toplak, N.; Kovač, M.; Bucar, F.; Jeršek, B.; Možina, S.S. Antiadhesion Activity of Juniper (Juniperus communis L.) Preparations Against Campylobacter jejuni Evaluated with PCR-based Methods. Phytother. Res. 2018, 32, 542–550. [Google Scholar] [CrossRef]
  104. Wagle, B.R.; Arsi, K.; Upadhyay, A.; Shrestha, S.; Venkitanarayanan, K.; Donoghue, A.M.; Donoghue, D.J. β-Resorcylic Acid, a Phytophenolic Compound, Reduces Campylobacter jejuni in Postharvest Poultry. J. Food Prot. 2017, 80, 1243–1251. [Google Scholar] [CrossRef]
  105. Duarte, A.; Luís, A.; Oleastro, M.; Domingues, F.C. Antioxidant Properties of Coriander Essential Oil and Linalool and Their Potential to Control Camplyobacter spp. Food Control 2016, 61, 115–122. [Google Scholar] [CrossRef]
  106. Duarte, A.; Alves, A.C.; Ferreira, S.; Silva, F.; Domingues, F.C. Resveratrol Inclusion Complexes: Antibacterial and Anti-Biofilm Activity Against Campylobacter spp. and Arcobacter butzleri. Food Res. Int. 2015, 77, 244–250. [Google Scholar] [CrossRef]
  107. Klančnik, A.; Šikić, P.M.; Trošt, K.; Yušek, Z.M.; Vodopivec, M.B.; Smole, M.S. Anti-Campylobacter Activity of Resveratrol and an Extract from Waste. Pinot Noir Grape Skins and Seeds, and Resistance of Campylobacter jejuni Planktonic and Biofilm Cells, Mediated Via the CmeABC Efflux Pump. J. Appl. Microbiol. 2017, 122, 65–77. [Google Scholar] [CrossRef] [PubMed]
  108. Pogačar, M.Š.; Klančnik, A.; Bucar, F.; Langerholc, T.; Možina, S.S. Alpinia katsumadai Extracts Inhibit Adhesion and Invasion of Campylobacter jejuni in Animal and Human Foetal Small Intestine Cell Lines. Phytother. Res. 2015, 29, 1585–1589. [Google Scholar] [CrossRef] [PubMed]
  109. Šikiæ, P.M.; Klanènik, A.; Bucar, F.; Langerholc, T.; Možina, S.S. Anti-adhesion activity of thyme (Thymus vulgaris L.) extract, thyme post-distillation waste, and olive (Olea europea L.) leaf extract against Campylobacter jejuni on polystyrene and intestine epithelial cells. J. Sci. Food Agric. 2016, 96, 2723–2730. [Google Scholar]
  110. Bensch, K.; Tiralongo, J.; Schmidt, K.; Matthias, A.; Bone, K.M.; Lehmann, R.; Tiralongo, E. Investigations Into the Antiadhesive Activity of Herbal Extracts Against Campylobacter jejuni. Phytother. Res. 2011, 25, 1125–1132. [Google Scholar] [CrossRef] [PubMed]
  111. Šimunović, K.; Ramić, D.; Xu, C.; Možina, S.S. Modulation of Campylobacter jejuni Motility, Adhesion to Polystyrene Surfaces, and Invasion of INT407 Cells by Quorum-Sensing Inhibition. Microorganisms 2020, 8, 104. [Google Scholar] [CrossRef]
  112. Plummer, P.J. LuxS and Quorum-sensing in Campylobacter. Front. Cell. Infect. Microbiol. 2012, 2, 22. [Google Scholar] [CrossRef] [PubMed]
  113. Castillo, S.; Heredia, N.; Arechiga-Carvajal, E.; García, S. Citrus Extracts as Inhibitors of Quorum Sensing, Biofilm Formation and Motility of Campylobacter jejuni. Food Biotechnol. 2014, 28, 106–122. [Google Scholar] [CrossRef]
  114. Castillo, S.; Dávila-Aviña, J.; Heredia, N.; Garcia, S. Antioxidant Activity and Influence of Citrus by-product Extracts on Adherence and Invasion of Campylobacter jejuni and on the Relative Expression of cadF and ciaB. Food Sci. Biotechnol. 2017, 26, 453–459. [Google Scholar] [CrossRef]
  115. Bezek, K.; Kurinčič, M.; Knauder, E.; Klančnik, A.; Raspor, P.; Bucar, F.; Možina, S.S. Attenuation of Adhesion, Biofilm Formation and Quorum Sensing of Campylobacter jejuni by Euodia ruticarpa. Phytother. Res. 2016, 30, 1527–1532. [Google Scholar] [CrossRef]
  116. Elgamoudi, B.A.; Korolik, V. Campylobacter Biofilms: Potential of Natural Compounds to Disrupt Campylobacter jejuni Transmission. Int. J. Mol. Sci. 2021, 22, 12159. [Google Scholar] [CrossRef]
  117. Mohanraju, P.; Saha, C.; van Baarlen, P.; Louwens, R.; Staals, R.H.J.; van der Oost, J. Alternative functions of CRISPR—Cas systems in the evolutionary arms race. Nat. Rev. Microbiol. 2022, 20, 351–364. [Google Scholar] [CrossRef] [PubMed]
  118. Püning, C.; Su, Y.; Lu, X.; Gölz, G. Molecular Mechanisms of Campylobacter Biofilm Formation and Quorum Sensing. Curr. Top. Microbiol. Immunol. 2021, 431, 293–319. [Google Scholar] [PubMed]
  119. Schauder, S.; Shokat, K.; Surette, M.G.; Bassler, B.L. The LuxS Family of Bacterial Autoinducers: Biosynthesis of a Novel Quorum-sensing Signal Molecule. Mol. Microbiol. 2001, 41, 463–476. [Google Scholar] [CrossRef] [PubMed]
  120. Li, S.; Chan, K.K.; Hua, M.Z.; Golz, G.; Lu, X. Inhibition of AI-2 Quorum Sensing and Biofilm Formation in Campylobacter jejuni by Decanoic and Lauric Acids. Front. Microbiol. 2022, 12, 811506. [Google Scholar] [CrossRef] [PubMed]
  121. Song, Z.; Yu, Y.; Bai, X.; Jia, Y.; Tian, J.; Gu, K.; Zhao, M.; Zhou, C.; Zhang, X.; Wang, H.; et al. Pathogen-Specific Bactericidal Method Mediated by Conjugative Delivery of CRISPR-Cas13a Targeting Bacterial Endogenous Transcripts. Microbiol. Spectr. 2022, 10, e0130022. [Google Scholar] [CrossRef]
  122. Costigan, R.; Stoakes, E.; Floto, R.A.; Parkhill, J.; Grant, A.J. Development and Validation of a CRISPR Interference System for Gene Regulation in Campylobacter jejuni. BMC Microbiol. 2022, 22, 238. [Google Scholar] [CrossRef]
  123. Rodrigues, R.C.; Tagliaferri, T.L.; Mendes, T.A. Potential of the endogenous and artificially inserted CRISPR-Cas system for controlling virulence and antimicrobial resistance of food pathogens. Food Chem. Adv. 2023, 2, 100229. [Google Scholar] [CrossRef]
  124. Zuberi, A.; Misba, L.; Khan, A.U. CRISPR Interference (CRISPRi) Inhibition of the luxS gene Expression in E. coli: An approach to inhibit biofilm. Front. Cell. Infect. Microbiol. 2017, 7, 214. [Google Scholar] [CrossRef]
  125. Alshammari, M.; Ahmad, A.; Alkhulaifi, M.; Farraj, D.A.; Alsudir, S.; Alawari, M.; Takashi, G.; Alyamani, E. Reduction of Biofilm Formation of Escherichia coli by Targeting Quorum Sensing and Adhesion Genes Using the CRIPR/Cas9-HDR Approach and its Clinical Application on Urinary Catheter. J. Infect. Public Health. 2023, 16, 1174–1183. [Google Scholar] [CrossRef]
Figure 1. Polyphenol inhibition mechanisms as Quorum Quenching agents. Figure created by BioRender.
Figure 1. Polyphenol inhibition mechanisms as Quorum Quenching agents. Figure created by BioRender.
Foods 13 00584 g001
Figure 2. General CRISPR interference mechanism for QS inhibition. Proposed sites to intervene in the QS signaling process with CRISPR-Cas13a and phenolic compounds. Figure created by BioRender.
Figure 2. General CRISPR interference mechanism for QS inhibition. Proposed sites to intervene in the QS signaling process with CRISPR-Cas13a and phenolic compounds. Figure created by BioRender.
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Table 1. Inhibitory action of polyphenols against S. Typhimurium.
Table 1. Inhibitory action of polyphenols against S. Typhimurium.
Compound or ExtractInhibitory ActionReference
CoumarinNot specified
(Moderate)
[47]
Carvacrol
Trans-cinnamaldehyde
B-resorcylic acid
Eugenol
Increased susceptibility to antibiotics[48]
CD01374
RJF 004047
KM101117
Inhibition of SDiA activity[49]
Gallic acid
Protocatechuic acid
Vanillic Acid
Alteration of virulence genes and increased membrane permeability[50]
PyrogallolDownregulation of virulence genes[51]
ThymolBiofilm inhibition, disruption of cell membrane and downregulation of virulence genes[52]
ThymolLon protein degradation[53]
Thymol and PipperineSynergistic effect with kanamycin and streptomycin[54]
Table 2. Inhibitory action of polyphenols against E. coli.
Table 2. Inhibitory action of polyphenols against E. coli.
Compound or ExtractInhibitory ActionReference
4-hydroxybenzoic, syringic, gallic, vanillic, cinnamic and p-coumaric acids, (+)-catechin, (−)-epicatechin, quercetin, polydatin and resveratrol.
Bergamottin and dihydroxybergamottin
Grapefruit seed extract
Inhibited the biofilm formation[65,67,69]
PhloretinInhibited the biofilm formation by impaired autoinducer II expression and fimbriae expression.[66]
Trans-resveratrol
Naringenin, kaempferol, quercetin and apigenin.
Inhibited the biofilm formation by interfere of AI-2 signaling.[27,68]
Grape seed extractSuppresses QS with concomitant decrease in motility, flagella protein expression and Shiga toxin production.[70]
Ginkgolic acidRepressed curli genes and prophage genes and influenced swarming and swimming motilities.[75]
Vitisin BBiofilm inhibition by fimbriae reduction. [76]
Coumarin and umbelliferonRepressed curli genes and motility genes.[77]
EugenolDown-regulation of curly (csgABDFG) and type I fimbriae genes (fimCDH) and ler-controlled toxin genes (espD, escJ, escR, and tir), which are required for biofilm formation and the attachment and effacement phenotype.[78]
Procyanidins and prodelphinidinsShowed antimicrobial activities against E. coli by affecting the growth biofilm formation and motility.[80]
Gallic acid and ferulic acidInhibition of swarming in E. coli CECT 434 and thus reduced the biofilm mass considerably.[82]
β-sitosterol glucosideInhibit the biofilm and motility through rssAB- and hns-mediated repression of flagellar master operon flhDC in E. coli O157:H7.[83]
ε-viniferinDownregulation of genes such as flhD, fimA, fimH and motB which are involved in motility regulation and adherence.[68,82]
Hesperetin, hesperidin, naringenin, naringin, taxifolin, morin, chlorogenic acid, ferulic acid, p-coumaric acid, and gallic acidInhibit bacterial growth and biofilm formation of E. coli IBRS E003 and E. coli IMD989[87]
Table 3. Inhibitory action of polyphenols against C. jejuni.
Table 3. Inhibitory action of polyphenols against C. jejuni.
Compound or ExtractInhibitory ActionReference
Turmeric, curcumin, allyl sulfide, garlic oil, and gingerReduced the adhesion (except curcumin) and all the phytochemicals reduced quorum sensing.[98]
CarvacrolInhibited the biofilm formation and adhesion of bacteria and decreasing motility, quorum sensing, and tolerance to stress in vitro. Downregulated bacterial cell mobility genes flaA, flaB, and flaG[99]
Trans-cinnamaldehydeInhibited the biofilm formation and adhesion of bacteria. Downregulated bacterial cell mobility genes flaA, flaB, and flaG.[99]
Epigallocatechin gallate Disturbed quorum-sensing activity and reduced motility, adhesion, and biofilm formation.[101,102]
Amentoflavone Inhibited of adhesion.[103]
β-resorcylic acidDown-regulated expression of genes for motility (motA, motB) and attachment (cadF, ciaB) [104]
EugenolDownregulated of genes (flaA, flaaG, flgA, waaF, cosR, and ahpC) critical for biofilm formation.[99]
LinaloolInhibited of adhesion and QS.[105]
ResveratrolInhibited the biofilm formation and adhesion.[106,107]
Alpinia katsumadai extracts
Grape extract
Thyme extract
Herbal extracts
Lavender, juniper, rosemary, cloves, thyme (essential oil)
Inhibited adhesion.[107,108,109,110,111]
CorianderInhibited of adhesion and QS.[105]
Citrus extractsReduce motility, biofilm formation, invasion, and adhesion of epithelial cells and virulence of C. jejuni by modulation of QS.[113,114]
Euodia ruticarpaInhibited of QS.[115]
Table 4. Effectiveness of CRISPR tools derived from QS and QQ in selected foodborne bacteria (Salmonella Typhimurium, E. coli 0157:H7 and Campylobacter jejuni).
Table 4. Effectiveness of CRISPR tools derived from QS and QQ in selected foodborne bacteria (Salmonella Typhimurium, E. coli 0157:H7 and Campylobacter jejuni).
Cas systemOrganismApplicationReference
CRISPR-Cas13Salmonella TyphimuriumReduction of S. Typhimurium colonization in the intestinal tract.[121]
RAA-CRISPR/12aEscherichia coli O157:H7Highly efficient diagnostic test development.[122]
CRISPR-dCas9Campylobacter jejuniVerified the variation in the reduction of mobility that exists in flagellum phenotypes[123]
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Higuera-Ciapara, I.; Benitez-Vindiola, M.; Figueroa-Yañez, L.J.; Martínez-Benavidez, E. Polyphenols and CRISPR as Quorum Quenching Agents in Antibiotic-Resistant Foodborne Human Pathogens (Salmonella Typhimurium, Campylobacter jejuni and Escherichia coli 0157:H7). Foods 2024, 13, 584. https://doi.org/10.3390/foods13040584

AMA Style

Higuera-Ciapara I, Benitez-Vindiola M, Figueroa-Yañez LJ, Martínez-Benavidez E. Polyphenols and CRISPR as Quorum Quenching Agents in Antibiotic-Resistant Foodborne Human Pathogens (Salmonella Typhimurium, Campylobacter jejuni and Escherichia coli 0157:H7). Foods. 2024; 13(4):584. https://doi.org/10.3390/foods13040584

Chicago/Turabian Style

Higuera-Ciapara, Inocencio, Marieva Benitez-Vindiola, Luis J. Figueroa-Yañez, and Evelin Martínez-Benavidez. 2024. "Polyphenols and CRISPR as Quorum Quenching Agents in Antibiotic-Resistant Foodborne Human Pathogens (Salmonella Typhimurium, Campylobacter jejuni and Escherichia coli 0157:H7)" Foods 13, no. 4: 584. https://doi.org/10.3390/foods13040584

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