Fermented Rapeseed and Soybean Alone and in Combination with Macro Algae Inhibit Human and Pig Pathogenic Bacteria In Vitro

Citation: Beck, F.; Pedersen, N.R.; Nielsen, D.S. Fermented Rapeseed and Soybean Alone and in Combination with Macro Algae Inhibit Human and Pig Pathogenic Bacteria In Vitro. Microorganisms 2024, 12, 891. https://doi.org/10.3390/ microorganisms12050891 Academic Editor: Adolfo J. Martinez-Rodriguez Received: 14 March 2024 Revised: 24 April 2024 Accepted: 26 April 2024 Published: 29 April 2024 Copyright: © 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). microorganisms Article Fermented Rapeseed and Soybean Alone and in Combination with Macro Algae Inhibit Human and Pig Pathogenic Bacteria In Vitro Frederik Beck 1,2 , Ninfa Rangel Pedersen 1and Dennis Sandris Nielsen 2,* 1Fermentationexperts, Vorbassevej 12, 6622 Baekke, Denmark; [email protected] (F.B.); [email protected] (N.R.P.) 2Department of Food Science, University of Copenhagen, Rolighedsvej 26, 1959 Frederiksberg C, Denmark *Correspondence: [email protected] Abstract: Higher plants produce secondary metabolites expressing antimicrobial effects as a defense mechanism against opportunistic microorganisms living in close proximity with the plant. Fermentation leads to bioconversion of plant substrates to these bioactive compounds and their subsequent release via breakdown of plant cell walls. Fermented feed products have recently started to become implemented in the pig industry to reduce overall disease pressure and have been found to reduce events such as post-weaning diarrhea. In this study, we investigate the antimicrobial potential of fermented soybeanand rapeseed-based pig feed supplements with and without added seaweed. The antimicrobial effect was tested in a plate well diffusion assay against a range of known human and livestock pathogenic bacteria. Further, we investigate the metabolite profiles based on liquidchromatography mass-spectrometry (LC-MS) analysis of the fermented products in comparison to their unfermented constituents. We observed a pronounced release of potential antimicrobial secondary metabolites such as benzoic acids when the plant material was fermented, and a significantly increased antimicrobial effect compared to the unfermented controls against several pathogenic bacteria, especially Salmonella enterica Typhimurium, Listeria monocytogenes,Yersinia enterocolitica, and a strain of atopic dermatitis causing Staphylococcus aureus CC1. In conclusion, fermentation significantly enhances the antimicrobial properties of rapeseed, soybean, and seaweed, offering a promising alternative to zinc oxide for controlling pathogens in piglet feed. This effect is attributed to the release of bioactive metabolites effective against pig production-relevant bacteria. Keywords: antimicrobials; fermentation; pathogens; feed ingredients; pig farming; gut health 1. Introduction Upon weaning, pigs often display increased susceptibility to the development of diarrhea. This condition is attributed to stress induced by changes in the environment, social regrouping, and the transition from maternal milk to solid feed [ 1 ]. Additionally, a reduction in nutrient absorption is observed as the pigs have to adapt to solid feed. Historically, post-weaning diarrhea was controlled by incorporating antibiotics as growth promoters in pig feed. However, due to escalating instances of antibiotic resistance, the European Commission prohibited such preventative measures in 2006 [ 2 ]. Subsequently, pharmacological zinc oxide (ZnO) was implemented as an alternative compound for reducing post-weaning diarrhea. However, due to increasing concerns of environmental risks [ 3 ], and studies linking ZnO with development of antibiotic resistance [ 4 ], feed supplementation of pharmacological ZnO above 150 ppm became prohibited in the European Union as of June 2022 [ 5 ]. This has necessitated the urgency for development of new strategies to preserve health in weaner piglets. A major challenge associated with post-weaning diarrhea is the significant reduction in nutrient acquisition that adversely impacts growth rates [ 6 ]. A strategy to circumvent Microorganisms 2024,12, 891. https://doi.org/10.3390/microorganisms12050891 https://www.mdpi.com/journal/microorganisms Microorganisms 2024,12, 891 2 of 13 the lowered nutrient uptake is to implement fermented ingredients into the feed. Typically, these fermentation processes are conducted using lactic acid bacteria [ 7 – 9 ]. This leads to the breakdown of structural components of the feed and release of essential nutrients from the plant material [ 10 ], increasing the bioavailability of these nutrients in the pig gut [ 11 , 12 ]. Additionally, fermentation leads to release of bioactive plant and microbial secondary metabolites with antimicrobial properties against pathogenic bacteria [ 13 ]. Notably, plant metabolites such as polyphenols and other organic compounds such as benzoic acids exhibit these antimicrobial effects [14–17]. Research indicates that fermented rapeseed and soybean meal significantly decreases diarrhea incidence in weaned piglets when added to the feed [ 7 ]. A study by Xie et al. (2017) demonstrated that 21 days of feeding fermented soybean meal (FSBM) led to a decrease from 13.7% (control group) to 8.8% (FSBM fed) in diarrhea incidence. Interestingly, the relative abundance of Prevotella, lactobacilli, and butyrate-producing bacteria in fecal samples also increased in the FSBM-fed pigs [ 18 ]. The short-chain fatty acid (SCFA) butyrate functions as an energy source for the gastrointestinal epithelial cells and promotes maintenance and renewal of the epithelium [ 19 , 20 ]. Xie et al. (2017) found that the intestinal epithelium benefitted from supplementation of fermented soybean meal (15%), evidenced by increased length of the epithelial villi and depth of the villi crypts compared to weaned piglets fed a regular non-fermented corn-soybean diet [ 18 ]. The improved health status observed in the weaned piglets fed the fermented soybean meal is likely caused by suppression of opportunistic pathogenic bacteria known for causing infections in the delicate gut tissue. This happens due to competitive exclusion by commensal bacteria, and their gut-health-promoting properties, and increased gut health due to increased production of SCFA such as butyrate, from breakdown of indigestible carbohydrates [ 21 – 23 ]. Furthermore, the elongation of villi increases the surface area available for nutrient absorption, thereby enhancing nutrient uptake efficiency, which is vital for optimal growth and health [ 24 , 25 ]. Additionally, the presence of shallower crypts suggests a diminished requirement for cellular turnover and regeneration, indicative of a more stable and healthy gut lining [26]. Macro algae contain various compounds with antimicrobial activity, including polypeptides, fatty acids, benzoic acids, carotenoids, and polyphenols [ 27 – 29 ]. Hui et al. (2021) demonstrated how supplementation of fermented feed based on rapeseed meal in combination with the brown algae Ascophyllum nodosum and Saccharina latissima, altered the microbiome composition of weaner piglets and improved gut health [ 9 ]. Similarly, studies by Satessa et al. (2020) and Hui et al. (2021) also revealed gut health-promoting properties of fermented rapeseed meal alone and in combination with the seaweed Ascophyllum nodosum, evidenced by increased gut villi length and villi crypts depths, which are markers of a healthy gastrointestinal epithelium [8,9]. Higher plants synthesize secondary metabolites as a defense mechanism against pathogens [ 30 ]. These metabolites can be harnessed as growth-inhibiting agents against specific pathogenic microorganisms in various applications, including animal feed [15,31,32] . Additionally, fermentation facilitates an increased release of bioavailable compounds of the plant material [ 13 , 33 , 34 ]. However, it remains to be investigated how fermentation may influence the antimicrobial properties of rapeseed and soybean meal. This study aims to elucidate the antimicrobial effects of fermented rapeseed meal and soybean meal both individually and in combination with macroalgae, against a range of different pathogenic bacteria. We hypothesize that fermented plant materials such as soybean and rapeseed meal alone and in combination with fermented seaweed exhibit an increased antibacterial effect against pathogenic bacteria, compared to their unfermented products. 2. Materials and Methods 2.1. Preparation of Extracts of Fermented Products for Investigation of Antimicrobial Activity The fermented products and the unfermented raw materials, investigated for antimicrobial activity, were supplied by European Protein (Baekke, Denmark). The fermentation Microorganisms 2024,12, 891 3 of 13 process detailed by Satessa et al. (2020) [ 7 ] involved a bacterial triad consisting of Pediococcus acidilactici (DSM 16243), Pediococcus pentosaceus (DSM 12834), and Lactiplantibacillus plantarum (DSM 12837). This was conducted in a solid-state anaerobic process and subsequently dried [ 7 ]. All products and unfermented raw materials (Table 1) were dissolved (1:5) in three distinct organic solvents of different polarity: dimethyl sulfoxide (DMSO) (polar), ethyl acetate (semi-polar), and n-hexane (non-polar) [ 35 ]. This dissolution was maintained for five days at room temperature, with the flasks being gently shaken 8–10 times daily. The supernatant was filtered into new sterile flasks through 4-layer 28-thread filter cloth (Valdemar Larsens Eftf. A/S). The extracts were stored at 5 ◦ C and tested within two days of extraction. Table 1. Overview of the different products being tested for their antimicrobial effects against known pathogenic bacteria. The products are separated into two categories based on the primary component (soybean or rapeseed meal). FSBM and FRSM are 100% fermented soybean and rapeseed meal, respectively. Both are also produced in variants with the addition of 12% seaweed in the fermentation (FSBMS/FRSMS). Raw Material Product Content Commercial Name Soybean FSBM Fermented soybean meal EP200 Soybean FSBM/S Fermented soybean meal + 12% seaweed (6% S. latissima + 6% A. nodosum) EP2299 Soybean SBM Unfermented soybean meal Rapeseed FRSM Fermented rapeseed meal EP100 Rapeseed FRSMS Fermented rapeseed meal + 12% seaweed (6% S. latissima + 6% A. nodosum) EP1199 Rapeseed RSM Unfermented rapeseed meal Algae AN Ascophyllum nodosum Algae SL Saccharina latissima 2.2. LC-MS Analysis The metabolites of the investigated products were qualitatively mapped using liquid chromatography mass spectrometry (LC-MS), conducted externally at MS-Omics Aps, Vedbæk, Denmark. The samples were weighed in cryotubes and shipped to MS-Omics, and all extractions and preparations of the samples for the LC-MS analysis were performed in the semi-polar solvent ethyl acetate. The products seen in Table 1were analyzed together with the controls consisting of unfermented rapeseed and soybean meal and the two brown algae Ascophyllum nodosum and Saccharina latissima, which were also co-fermented in some of the tested products. The results of the analysis are shown as calculated log-2-fold changes of each metabolite, across the different products tested. 2.3. Bacterial Strains and Propagation Conditions The antimicrobial potential of the fermented products was tested against representatives of five different bacterial pathogens of concern in the pig industry and human health aspects: Salmonella enterica Typhimurium, Listeria monocytogenes,Escherichia coli,Yersinia enterocolitica, and Staphylococcus aureus (Table 2). All bacterial strains were sourced from the in-house culture collection at the University of Copenhagen, Department of Food Science, which are stored in stock-cultures at − 80 ◦ C. For propagation, the bacteria were streaked on brain/heart infusion (BHI) agar (HiMedia Laboratories GmbH, M210-500G) plates and incubated at 37 ◦ C for 24 h. Subsequently, one bacterial colony was inoculated into 10 mL BHI broth and incubated for 24 h at 37 ◦C under shaking conditions (250 rpm). Microorganisms 2024,12, 891 4 of 13 Table 2. Bacterial pathogens used for assessing the antimicrobial activity of fermented feed products. Strain Number Origin Genus Species Subtype Note 1575 Human Salmonella enterica Typhimurium Feces isolate from diseased individual 1564 Pig Salmonella enterica Typhimurium Feces isolate from diseased individual 1709 Pig Salmonella enterica Typhimurium Feces isolate from diseased individual 69 Human Listeria monocytogenes Feces isolate from diseased individual 72 Pig Listeria monocytogenes Feces isolate from diseased individual 711 Sheep Listeria monocytogenes Feces isolate from diseased individual 645 Human Yersinia enterocolitica O:3 6A 28 Feces isolate from diseased individual 646 Human Yersinia enterocolitica O:5 27 8A 30 Feces isolate from diseased individual 647 Human Yersinia enterocolitica 7A 29 Feces isolate from diseased individual N1 Pig Escherichia coli F29 Feces isolate from diseased individual N2 Pig Escherichia coli F38 Feces isolate from diseased individual N3 Pig Escherichia coli F54 Feces isolate from diseased individual 144 Lab0strain Escherichia coli K12 Experimental laboratory strain N4 Human Staphylococcus aureus CC1 Skin isolate from person suffering from atopic dermatitis 1077 Human Staphylococcus aureus Skin isolate 2.4. Plate Well Diffusion Assay The prepared extracts were assessed for their antimicrobial potential using a plate well diffusion assay [ 36 ]. A volume of 450 µ L of each bacterial suspension propagated as described previously was inoculated into 500 mL of cooled liquid agar (48 ◦ C) and then poured into 90 mm Petri dishes and allowed to solidify for 30 min. Wells of 6 mm in diameter were punched out in the solidified agar. These wells were filled with 200 µ L of the extract, which was allowed to diffuse into the agar under incubation at room temperature for two hours. The solvents (ethyl acetate, n-hexane, and DMSO) functioned as negative controls. After incubation at 37 ◦ C for 24 h, the growth inhibition zones were measured (mm) using a transparent ruler. The measured clearing zones of the negative controls were subtracted from the clearing zones of the extracts. All tests were conducted with five biological replicates, and the data are presented as a calculated mean ± standard deviation. 2.5. Thermal Stability and Resistance to Proteolytic and Lipolytic Enzymes of Antimicrobial Compounds To assess the thermal stability of the potential antimicrobial compounds, four aliquots of each filtered solvent were heat -treated at 40, 60, 80, and 100 ◦ C for 30 min. Lipase and proteolytic enzyme sensitivity were tested by the addition of lipase (Sigma Aldrich, St. Louis, MO, USA, CAS no.:9001-62-1), proteinase K (Sigma Aldrich, CAS no.: 3945001-6), or trypsin (Sigma Aldrich, CAS no.: 9002-07-7) to the extracts, all in a concentration of 1 mg/mL and incubated for 30 min at 50 ◦ C (enzyme activation temperature). The treated extracts were then reassessed for their antimicrobial effect in an agar well diffusion assay similar to the setup described above against two strains of L. monocytogenes and S. Typhimurium, respectively, representing Gram-positive and Gram-negative pathogenic bacteria. 2.6. Statistics and Data Visualization Extensive data visualization and analysis were conducted utilizing tools provided by the R programming language. Plots and visual representations were generated using several R-packages, including ggplot2 [ 37 ], tidyverse [ 38 ], cowplot [ 39 ], and ggpubr [ 40 ]. Statistically significant differences between datasets were determined using the non-parametric Wilcoxon signed-rank test. This test, renowned for its robustness in handling non-normal data distributions, was executed using the built-in ‘Stat_compare_means’ function in R, a tool that provides an efficient and accurate means for statistical comparison of means Microorganisms 2024,12, 891 5 of 13 in various groups. For the visualization of complex datasets, heatmaps were generated using the ‘Autoplot’ function in R. This function excels at displaying multi-dimensional data, thereby enabling a clearer understanding of the underlying patterns and relationships within the dataset. 3. Results 3.1. Extracts of Fermented Plant Material Contain Higher Amounts of Secondary Metabolites, Relative to Unfermented Control Products Metabolomics analysis of the fermented plant materials assessed by liquid chromatographymass spectrometry (LC-MS), revealed a significant increase in the abundance of metabolites across all analyzed structural classes in the fermented variants (Figure 1A–E). The fermented products exhibited a higher relative abundance of metabolites in comparison to their non-fermented controls (Figure 1). Specifically, both fermented rapeseed meal (FRSM) and fermented soybean meal (FSBM) demonstrated an increased relative abundance of the majority of metabolites assessed relative to the unfermented controls, rapeseed meal (RSM) and soybean meal (SBM), respectively. Among the non-fermented products, RSM displayed a greater abundance of most metabolites compared to SBM. Additionally, the combination of fermented rapeseed meal with seaweed (FRSMS) and fermented soybean meal with seaweed (FSBMS) also exhibited a higher relative abundance of metabolites than the unfermented components comprising these mixtures. Overall, benzoic acids were observed in higher abundance in the fermented products compared to the unfermented controls (Figure 1A), with the two fermented seaweeds A. nodosum and S. latissima were found to have the highest relative amount of 2,3,4-trihydroxybenzoic acid compared to the rest of the analyzed samples. A similar trend was further observed in the analysis of the fatty acid profile (Figure 1B), again with S. latissima showing greater amounts of the fatty acids (13/9(S)-HODE (C18:2), traumatic acid (C18:1), and lauric acid (C12:0)) compared to the rest of the samples. In the analysis of carbohydrates (Figure 1C), we observed that in rapeseed meal (RSM), several hexose dimers and trimers, as well as deoxyhexose, were relatively more abundant when compared to the fermented products and SBM. The fermented seaweed A. nodosum and S. latissima exhibited greater relative abundance of deoxyhexose compared to all other samples. Regarding indolyl carboxylic acids (Figure 1D), we observed a greater relative abundance of imidazole acetic acid in the fermented products based on rapeseed meal (FRSM and FRSMS) relative to the other substrates and products. When comparing FSBM and FSBMS, we found that indole-3-glyoxylic acid was more abundant in FSBMS. The same compound was also found in relatively high amounts in the unfermented algae S. latissima, one of the components of FSBMS. The pattern of elevated metabolite abundance in S. latissima was observed in the amino acid profile analysis (Figure 1E). Notably, elevated abundance of proline, a non-essential amino acid with key roles in protein structure/function and maintenance of cellular redox homeostasis [ 41 ], and essential amino acids such as phenylalanine, alanine, leucine valine, and isoleucine were observed in unfermented S. latissima. Microorganisms 2024,12, 891 6 of 13 1 Figure 1. Variance of metabolite abundances across samples—Heat maps defining the relative abundance of major groups of metabolites analyzed in the LC-MS assay. In all groupings (benzoic acids (A), fatty acids (B), carbohydrates (C), indolyl carboxylic acids (D), and amino acids (E)), the different fermented products (FRSM = fermented rapeseed meal, FSBM = fermented soybean meal, +s = addition of seaweed) was compared with each other and the unfermented controls (RSM = unfermented rapeseed meal , SBM = unfermented soybean meal, A.N. = unfermented A. nodosum, S.L. = unfermented S. latissima. Microorganisms 2024,12, 891 7 of 13 3.2. Fermented Soybeanand Rapeseed-Based Supplements Exhibit Greater Inhibition of Microbial Pathogens Compared to Unfermented Controls Agar well diffusion assays were conducted to determine the antimicrobial effects of fermented products and the unfermented control products against S. aureus, L. monocytogenes, S. Typhimurium, E. coli, and Y. enterocolitica. Among the three extraction solvents used, extractions with ethyl acetate resulted in the highest pathogen inhibition with an average of 0.8 mm (negative controls subtracted). In comparison, extractions with dimethyl sulfoxide (DMSO) exhibited no inhibition. Similarly, products extracted with n-hexane, as well as treatment with n-hexane alone (control), did not inhibit any of the five species. Consequently, subsequent experiments were focused solely on extracts obtained using ethyl acetate. The fermented products exhibited significantly greater inhibition towards all three strains of S. Typhimurium (Figure 2D–F) compared to the unfermented control products with several-fold larger clearing zones when comparing FRSM and its unfermented counterpart against S. enterica 1575. A similar pattern was observed for L. monocytogenes (Figure 2A–C) as the fermented products were shown to have a significantly higher level of inhibition compared to the unfermented. The three strains of Yersinia enterocolitica exhibited a tendency for increased antimicrobial potential in the fermented products compared to the unfermented controls (Figure 2G–I). Varying results were obtained for Staphylococcus aureus, where the fermented products showed significantly greater inhibition against the indicator strain S. aureus CC1, compared with the unfermented controls (Figure 2K). However, no significant effects were observed, when testing against S. aureus 1077 (Figure 2J). For the four strains of E. coli, clearing zones smaller than 1 mm were observed, after the negative solvent control clearing were subtracted. Additionally, the reproducibility of results for E. coli was relatively low, and no consistent pattern of inhibition was evident between the fermented and unfermented products. Generally, Gram-positive bacteria were more susceptible to the antimicrobial effects of the fermented products than Gram-negative ones. The fermented rapeseed and soybean products demonstrated similar antimicrobial potentials against the tested pathogens. The inclusion of seaweed in the fermented products did not significantly enhance their antimicrobial properties. 3.3. Heat Treatment of Extracted Metabolites Lowers the Antimicrobial Potential To further investigate the physiochemical properties of the compounds that potentially inhibit growth of the tested pathogens, we subjected the extracts to proteolytic and lipolytic enzymes as well as elevated temperatures for heat inactivation of the putative microbial inhibitory compounds. Treatment with proteolytic or lipolytic enzymes generally did not decrease activity in any of the tested extracts, other than treatment with trypsin, which eradicated the growth inhibition seen in L. monocytogenes. However, these results are inconclusive as the untreated samples only led to inhibition zones of 0.5 mm, which is not considered indicative of significant inhibition in this assay ( Supplementary Figure S1 ). Furthermore, the heat inactivation assay conducted on the four products showed a clear decrease in the antimicrobial potential (Figure 3). When testing the heat-inactivated extracts on the L. monocytogenes strain, the products based on rapeseed did not show any clear patterns of decrease in inhibition, as the untreated control resembled all of the extracts across the temperature gradient. We did observe an increased inhibition of the extracts from the soybean-based products on L. monocytogenes that did not undergo heat treatment compared to extracts from the heat gradient that showed decreasing antimicrobial effects as the temperature increased in the analysis. Focusing on the heat stability of the antimicrobial compounds against S. Typhimurium, we did overall find a decrease in inhibition over the temperature gradient, and a noticeably higher inhibition was observed in the untreated samples compared to the heat-treated samples, especially 100 ◦ C for 30 min which led to loss of antimicrobial activity (Figure 3). Microorganisms 2024,12, 891 8 of 13 Microorganisms 2024, 12, x FOR PEER REVIEW 8 of 13 Figure 2. Side-by-side comparison dot plot of clearing zones observed in the agar well diffusion assays, in which extracts from fermented pig feed additives containing rapeseed and soybean meal, with and without seaweed and unfermented control products. The extracts are tested against the pathogenic bacteria Listeria monocytogenes (A–C), Salmonella enterica Typhimurium (D–F), Yersinia enterocolitica (G–I), and Staphylococcus aureus (J,K). Clearing zones were measured in mm from the edge of the well to the edge of the visible zone of complete bacterial growth inhibition. Error bars Figure 2. Side-by-side comparison dot plot of clearing zones observed in the agar well diffusion assays, in which extracts from fermented pig feed additives containing rapeseed and soybean meal, with and without seaweed and unfermented control products. The extracts are tested against the pathogenic bacteria Listeria monocytogenes (A–C), Salmonella enterica Typhimurium (D–F), Yersinia enterocolitica (G–I), and Staphylococcus aureus (J,K). Clearing zones were measured in mm from the edge of the well to the edge of the visible zone of complete bacterial growth inhibition. Error bars represent the standard deviation of the measured clearing zones in each product. Statistical differences were determined by non-parametric Wilcoxon signed rank tests. Microorganisms 2024,12, 891 9 of 13 Microorganisms 2024, 12, x FOR PEER REVIEW 9 of 13 represent the standard deviation of the measured clearing zones in each product. Statistical differences were determined by non-parametric Wilcoxon signed rank tests. 3.3. Heat Treatment of Extracted Metabolites Lowers the Antimicrobial Potential To further investigate the physiochemical properties of the compounds that potentially inhibit growth of the tested pathogens, we subjected the extracts to proteolytic and lipolytic enzymes as well as elevated temperatures for heat inactivation of the putative microbial inhibitory compounds. Treatment with proteolytic or lipolytic enzymes generally did not decrease activity in any of the tested extracts, other than treatment with trypsin, which eradicated the growth inhibition seen in L. monocytogenes. However, these results are inconclusive as the untreated samples only led to inhibition zones of 0.5 mm, which is not considered indicative of significant inhibition in this assay (Supplementary Figure S1). Furthermore, the heat inactivation assay conducted on the four products showed a clear decrease in the antimicrobial potential (Figure 3). When testing the heatinactivated extracts on the L. monocytogenes strain, the products based on rapeseed did not show any clear patterns of decrease in inhibition, as the untreated control resembled all of the extracts across the temperature gradient. We did observe an increased inhibition of the extracts from the soybean-based products on L. monocytogenes that did not undergo heat treatment compared to extracts from the heat gradient that showed decreasing antimicrobial effects as the temperature increased in the analysis. Focusing on the heat stability of the antimicrobial compounds against S. Typhimurium, we did overall find a decrease in inhibition over the temperature gradient, and a noticeably higher inhibition was observed in the untreated samples compared to the heat-treated samples, especially 100 °C for 30 min which led to loss of antimicrobial activity (Figure 3). Figure 3. Heat inactivation of potential antimicrobial compounds—extracts of fermented products containing rapeseed (FRSM) and soybean meal (FSBM), alone and in combination with seaweed (FSBMS/FRSMS). Each of the extracts was heated at 40, 60, 80, and 100 °C and tested for its antimicrobial effects in a plate well diffusion assay against Listeria monocytogenes and Salmonella Typhimurium. Results of the heat treatment were compared to an untreated control (UT) and the extraction solvent ethyl acetate (C). Error bars visualize the calculated standard deviation. Figure 3. Heat inactivation of potential antimicrobial compounds—extracts of fermented products containing rapeseed (FRSM) and soybean meal (FSBM), alone and in combination with seaweed (FSBMS/FRSMS). Each of the extracts was heated at 40, 60, 80, and 100 ◦ C and tested for its antimicrobial effects in a plate well diffusion assay against Listeria monocytogenes and Salmonella Typhimurium. Results of the heat treatment were compared to an untreated control (UT) and the extraction solvent ethyl acetate (C). Error bars visualize the calculated standard deviation. 4. Discussion This study was designed to investigate the antimicrobial potential of fermented pig feed supplements, based on soybean and rapeseed, with and without seaweed. By comparing the antimicrobial effect of fermented and unfermented products, we also sought to investigate the exact contribution of the fermentation process. The distinction between fermented and unfermented plant materials is evident from the metabolite profiles analyzed across various fermented products in comparison to their unfermented raw material counterparts. The relative concentration of various metabolites in different metabolite classes (amino acids, benzoic acids, carbohydrates, fatty acids, and indolyl carboxylic acids) were markedly higher in the fermented products relative to the unfermented controls. Several of the compounds, especially the benzoic acids, exerted antimicrobial activity. Of the benzoic acids, we know from literature that gallic acid exhibits antimicrobial effect against S. aureus [ 40 ]; that 3-phenyllactic acid inhibits growth of species such as Staphylococcus aureus,Klebsiella oxytoca, and S. Typhimurium [ 41 ]; and that anthranillic acid exhibits the same effect against S. aureus, E.coli, and S. enterica Typhimurium [ 42 ]. The same result for benzoic acid is what we have observed to increase in the fermented products relative to the controls. This suggests a correlation between the increased amount of antimicrobial secondary metabolites observed in the LC-MS assay and the antimicrobial effect that we observed in the agar well diffusion assay. The inclusion of macro algae A. nodosum and S. latissima in the feed supplement formulations increased levels of compounds like indole-3-glycoxylic acid. The same tendency was seen in the known antimicrobial compound 3,4-dihydroxybenzoic acid, in which the S. latissimi-