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Review

Probiotics, Prebiotics and Synbiotics for Combating Antimicrobial Resistance in the Food Chain

by
Slavica Vesković Moračanin
1,*,
Bojana Danilović
2,
Milan Milijašević
1,
Jelena Babić Milijašević
1,
Zoran Tambur
3 and
Milica Moračanin
3
1
Institute of Meat Hygiene and Technology, Kaćanskog 13, 11000 Belgrade, Serbia
2
Faculty of Technology, University of Niš, Bulevar Oslobodjenja 124, 16000 Leskovac, Serbia
3
Faculty of Stomatology, University Business Academy in Novi Sad, Žarka Zrenjanina 179, 26000 Pančevo, Serbia
*
Author to whom correspondence should be addressed.
Processes 2025, 13(11), 3483; https://doi.org/10.3390/pr13113483 (registering DOI)
Submission received: 10 September 2025 / Revised: 24 October 2025 / Accepted: 27 October 2025 / Published: 30 October 2025

Abstract

The increasing prevalence of antimicrobial resistance (AMR) among foodborne pathogens has emerged as a critical global health concern, undermining the efficacy of conventional antimicrobial agents and threatening the safety and integrity of the food supply chain. In response, probiotics, prebiotics, and their combinations as synbiotics are increasingly recognised as sustainable, health-oriented strategies to mitigate AMR across the food chain. Probiotics—live microorganisms that, when administered in adequate amounts, confer health benefits to the host—contribute to AMR mitigation through multiple mechanisms, including competitive exclusion of resistant pathogens, production of antimicrobial metabolites (e.g., bacteriocins and organic acids), modulation of host immunity, and restoration of gut microbial balance. Prebiotics, defined as non-digestible food ingredients, selectively stimulate the growth and/or metabolic activity of beneficial bacteria such as Lactobacillus and Bifidobacterium spp., thereby reinforcing colonisation resistance. When combined as synbiotics, these agents may exert synergistic effects, enhancing microbial resilience, promoting gut health, and reducing the colonisation and persistence of AMR-related pathogens. The integration of these bio-based approaches into food systems—particularly in the development of fermented and functional foods—supports broader One Health objectives by reducing the need for antibiotics and contributing to global AMR containment efforts. This review summarises current scientific insights, explores practical applications, and outlines future perspectives on the role of probiotics, prebiotics, and synbiotics in combating AMR throughout the food chain.

1. Introduction

The escalating crisis of antimicrobial resistance (AMR) has become one of the most pressing global health challenges of the 21st century. Over the past several decades, the excessive and often inappropriate use of antimicrobials in medicine, veterinary care, and food production has accelerated the spread of resistant pathogens. AMR arises when microorganisms evolve and acquire the ability to withstand treatments that were previously effective, rendering infections significantly harder—or even impossible—to treat [1,2].
According to the latest global estimates, 4.95 million deaths in 2019 were associated with infections caused by resistant bacteria, of which 1.27 million were directly attributable to AMR [2]. In the European Union (EU), AMR accounts for more than 35,000 deaths annually, with economic losses exceeding EUR 11.7 billion [3]. If current trends continue, AMR could cause over 10 million deaths per year by 2050—overtaking cancer—and lead to global economic losses of nearly USD 100 trillion [4,5].
Among the most critical AMR-associated pathogens are Campylobacter spp., Salmonella spp., Staphylococcus aureus, Escherichia coli, Listeria monocytogenes, and Clostridioides difficile—microorganisms that frequently cause zoonoses and foodborne infections and often exhibit multidrug-resistant phenotypes [2]. In livestock production, bacteria such as Mannheimia haemolytica, Pasteurella multocida, Moraxella bovis, and Histophilus somni cause severe respiratory and systemic infections, reducing productivity and driving increased reliance on antimicrobial treatments [6,7]. These pathogens are major agents of gastrointestinal, respiratory, and systemic diseases that are often difficult to treat with standard therapies, especially in the context of zoonotic transmission through the food chain via contaminated meat, milk, or water.
The food chain plays a pivotal role in the dissemination of AMR. Although the EU banned antibiotic growth promoters in 2006 [8] and restricted prophy-lactic antimicrobial use under Regulation (EU) 2019/6 (enforced in 2022), these practices remain common in many parts of the world [9,10]. Resistant bacteria and resistance genes can be transmitted along the food chain through contaminated animal products, water, and environmental reservoirs. This alarming trend underscores the urgent need for integrated, cross-sectoral strategies based on the One Health approach, which recognises the interconnectedness of human, animal, and environmental health [11].
In this context, increasing scientific and regulatory attention is being directed toward sustainable, biological alternatives to conventional antimicrobials. Among the most promising are probiotics—live microorganisms that confer health benefits to the host—and prebiotics, non-digestible food compounds that selectively stimulate the growth and activity of beneficial gut microbes [12,13]. These agents combat pathogens through several mechanisms: competing with harmful microbes, producing antimicrobial compounds such as bacteriocins and organic acids, and modulating the host immune system [14]. Prebiotics serve as selectively fermentable substrates that restore and enhance beneficial bacterial populations—particularly Lactobacillus and Bifidobacterium spp.—which may be disrupted by prior antibiotic use. Fermentation by these microorganisms produces short-chain fatty acids (SCFAs) such as acetate, propionate, butyrate, and lactate, which have been experimentally shown to lower colonic pH, suppress pathogenic and resistant bacteria, and reinforce epithelial barrier function [15,16]. Recent experimental findings further demonstrate that butyrate and propionate inhibit the growth of resistant Enterobacteriaceae and Clostridium perfringens, downregulate the expression of resistance-related genes, and enhance tight junction integrity and mucosal immune defence in vitro and in animal models [17]. Unlike conventional antimicrobials, probiotics and prebiotics offer multifaceted, eco-friendly, and safe approaches to microbial control, making them attractive tools in combating AMR [18,19]. Combined, probiotics and prebiotics create synbiotics—formulations that enhance the survival and activity of beneficial microbes. By stimulating targeted microbiota and introducing probiotic strains, synbiotics provide stronger protection against pathogens and better regulation of gut [20,21].
The aim of this review is to critically examine and synthesise current scientific evidence on the role of probiotics, prebiotics, and synbiotics in mitigating antimicrobial resistance (AMR) across the food chain, highlighting their mechanisms of action, practical applications in food systems, and potential contributions to global One Health strategies.

2. Materials and Methods

A comprehensive narrative literature review was conducted to evaluate the current state of knowledge on the use of probiotics, prebiotics, and synbiotics as sustainable alternatives to antimicrobial agents in the food chain. The review emphasised their mechanisms of action, practical applications, and potential contributions to AMR mitigation within the broader framework of food safety and One Health. Although this paper represents a narrative rather than a systematic review, the selection process followed predefined inclusion and exclusion criteria to ensure methodological transparency and reproducibility.
Peer-reviewed publications, review articles, technical reports, and international guidelines were retrieved from multiple databases, including Web of Science, Scopus, PubMed, Academic Search Complete, CAB Abstracts, and EBSCO. In addition, the official websites of international organisations such as the WHO, FAO, and EFSA were consulted to obtain up-to-date data and expert opinions.
A structured search strategy was applied using predefined keywords and Boolean operators (AND, OR, NOT) to maximise relevance and coverage. Search terms included combinations such as “probiotics AND food safety”, “prebiotics AND antimicrobial resistance”, “synbiotics AND foodborne pathogens”, “alternatives to antibiotics in food”, “biological control AND fermented foods”, “probiotics AND Listeria”, “antimicrobial resistance AND natural antimicrobials”, “probiotics AND One Health”, and “gut microbiota AND pathogen exclusion”.
The literature search covered papers published in English or Serbian language in the period from 2015 to 2025 and identified more than 150 relevant publications that were included in the manuscript after relevance assessment. A limited number of high-impact articles published before 2015 were also included when they provided foundational or widely cited insights into the historical context of antibiotic use and AMR development. Both review and original research papers were included in the search. Relevance was assessed through title, abstract, and full-text screening, while a snowballing approach was employed to identify additional sources cited within selected studies. The inclusion criteria were as follows: (i) relevance to the use of probiotics, prebiotics, and/or synbiotics in the control of foodborne pathogens; (ii) a clear focus on microbiological safety, health promotion, or AMR mitigation; and (iii) applicability to food systems and/or the One Health context. The evidence synthesised through this process provides the foundation for subsequent discussion on the feasibility, challenges, and benefits of these bio-based interventions.

3. Antimicrobial Resistance and the Food Chain

3.1. Historical Context of Antibiotic Discovery and AMR Emergence

The application of antibiotics in medicine and veterinary practice stands among the greatest achievements of modern science, having enabled the safe execution of complex medical procedures—including surgery, organ transplantation, and immunosuppressive therapies—and drastically reducing mortality from infectious diseases [22,23]. The discovery of penicillin from Penicillium rubens by Alexander Fleming in 1928 ushered in the so-called “Golden Age” of antibiotic discovery, spanning the 1940s to 1960s [24]. Most antibiotics in clinical use today originate from that period. Since then, however, antibiotic discovery has sharply declined, while the emergence of drug-resistant pathogens has accelerated [22]. The global rise of AMR, combined with stagnation in the development of new antimicrobial classes, has raised widespread concern about a potential return to a pre-antibiotic era. Consequently, antibiotics are now increasingly referred to as an “endangered therapeutic resource” [5,25]. Treatment failures caused by multidrug-resistant (MDR), extensively drug-resistant (XDR), and even pan-drug-resistant (PDR) bacteria are no longer isolated clinical events but are becoming increasingly common [22]. Infections once easily treatable now often require the use of last-resort antibiotics such as colistin or carbapenems, which are more toxic, less accessible, and not always effective [26,27].

3.2. Drivers of AMR in Medicine and Animal Agriculture

While the misuse and overuse of antibiotics in human medicine remain the primary drivers of AMR, the role of antimicrobial use in animal agriculture is increasingly recognised as a major contributor to the emergence and dissemination of resistance [28,29]. In livestock and aquaculture systems, antibiotics are administered for therapeutic purposes and metaphylaxis, and prophylaxis. In some countries, antibiotics are used as growth promoters to improve production efficiency [30,31]. These practices exert selective pressure that facilitates the emergence of resistant bacterial populations along the food production continuum.
Antibiotic-resistant bacteria (ARB) and antimicrobial resistance genes (ARGs) have been isolated from a variety of food-producing animals and animal-derived products. Examples include methicillin-resistant S. aureus (MRSA) [32,33], fluoroquinolone-resistant Campylobacter spp. [34,35], and extended-spectrum β-lactamase (ESBL)-producing Salmonella spp., E. coli, and Klebsiella spp. [36,37]. Transmission of ARB and ARGs from animals to humans can occur through multiple routes: (a) indirect transmission via contaminated animal-derived products such as meat, milk, and eggs [38]; (b) direct contact with colonised animals or biological materials (e.g., faeces, blood, milk) [39]; (c) environmental pathways, including exposure to contaminated water, soil, or air in areas where animal waste is used or released [40]; (d) occupational exposure affecting farmers, veterinarians, slaughterhouse workers, and food handlers, potentially facilitating the spread of AMR into the general population [41].
In both human and veterinary medicine, the widespread and often parallel use of antimicrobial agents has contributed to the emergence and spread of resistant pathogens across sectors. While public health professionals emphasise inappropriate antibiotic prescribing and poor patient compliance as key drivers of AMR, representatives of the animal production sector highlight responsible veterinary use and point to the overuse of antibiotics in human medicine. These differing perspectives have slowed the adoption of joint regulatory solutions to combat AMR [28,42]. Nevertheless, there is growing consensus that the use of medically important antimicrobials in livestock production—particularly for prophylactic purposes and growth promotion—poses a significant challenge [42,43], especially given that over 73% of antimicrobials sold globally are used in food-producing animals [42]

3.3. Global Trends and One Health Challenges

Recent data from the World Organisation for Animal Health (WOAH) [44] show a mixed picture. Globally, antimicrobial use in animals decreased by 5% between 2020 and 2022, from 102 mg/kg to 97 mg/kg of animal biomass. However, regional disparities are substantial: while Europe and Africa recorded reductions, the Middle East reported a 43% increase during the same period. This report is particularly significant as it covered 71% of global animal biomass and included data from 157 countries, 111 of which submitted detailed quantitative reports.
The EU stands out as one of the few regions to achieve sustained progress. According to the thirteenth ESVAC (European Surveillance of Veterinary Antimicrobial Consumption) report on the sales of veterinary antimicrobials in 31 European countries [43], total sales of veterinary antimicrobials decreased by 53% between 2011 and 2022, reaching the lowest level since systematic monitoring began. This success is attributed to consistent implementation of policies, including the 2006 ban on antibiotic growth promoters and, from 2022, additional restrictions on prophylactic use [10,43]. Similar measures are being introduced or considered in other high-income countries, such as the United States (US). According to FDA data from 2023, the sale and distribution of medically important antimicrobials for animals in the US decreased by 2% compared with the previous year, representing a total reduction of 37% since 2015 [45,46].
Modulation of the gut–brain axis, mediated through neural, hormonal, and bio-chemical pathways through probiotics, prebiotics, and synbiotics has emerged as a promising natural approach for managing mental disorders with minimal side effects. Evidence supports their beneficial effects in anxiety, depression, stress, sleep disturbances, and Alzheimer’s disease [47]. Probiotic and combined treatments are also effective in improving social interaction, and repetitive behaviors, as well as in increasing anti-inflammatory IL-10 levels [48]. Further clinical studies are needed to confirm their efficacy in schizophrenia, autism and other neurological disorders.
In contrast, many low- and middle-income countries continue to face challenges. Van Boeckel et al. [49] reported that China remains the largest consumer of veterinary antimicrobials, both in absolute quantities and per unit of animal biomass. In 2013, consumption in China reached 318 mg per population correction unit (PCU), significantly exceeding averages in most other countries. Global consumption that year was estimated at 131,000 tons, with projections suggesting it could reach 200,000 tons by 2030 [49]. Nonetheless, China had already introduced restrictions on the use of last-resort antimicrobials for human infections—setting a precedent by banning substances still in use in European animal farming at the time.
Despite encouraging steps in certain regions, the global picture remains uneven. In many parts of the world—particularly where regulatory oversight is limited—antibiotics continue to be used in animal farming without meaningful restrictions. These disparities highlight the urgent need for a coordinated One Health approach that recognises the interconnectedness of human, animal, and environmental health. Reducing unnecessary antibiotic use, improving biosecurity measures, and promoting biological alternatives—such as probiotics, prebiotics, and synbiotics—are essential to safeguard antimicrobial efficacy. Recent evidence further demonstrates that reductions in antimicrobial use in livestock production are accompanied by measurable decreases in the abundance and diversity of ARGs in both animal and environmental microbiomes [2,31]. This causal relationship between responsible antibiotic stewardship and lower resistance burdens provides strong empirical support for the One Health concept, emphasising that coordinated interventions across sectors are essential for sustainable AMR control.

4. Functional Role of Probiotics, Prebiotics, and Synbiotics in Combating Antimicrobial Resistance

4.1. Probiotics for Combating AMR in the Food Chain

4.1.1. Definition, Diversity, and Health Effects

Probiotics are defined as “live microorganisms that, when administered in adequate amounts, confer a health benefit on the host” [50]. This definition, endorsed by both the Food and Agriculture Organization (FAO) and the World Health Organization (WHO), represents the most widely accepted standard in scientific literature and regulatory frameworks [51]. The concept of probiotics is ancient, with fermented foods such as sour milk and fermented cereals likely consumed since the Neolithic era and nations across early civilizations relying on microbial fermentation for preservation and nutrition. A modern, human-health–focused understanding emerged in 1891, when German gynecologist Albert Döderlein described lactic acid–producing Lactobacilli in the vaginal microbiota and their protective role against pathogens [52].
The probiotic genera most commonly used in food and supplements include Lactobacillus (including its reclassified subgroups such as Lacticaseibacillus and Lactiplantibacillus), Bifidobacterium, Heyndrickxia (formerly Bacillus), and the yeast Saccharomyces [51]. Other microorganisms, such as E. coli (e.g., strain Nissle 1917), Enterococcus, and Weissella spp., are also being explored for their probiotic potential. While not all strains currently have formal safety approval, selected ones—such as Lacticaseibacillus rhamnosus GG and Lactiplantibacillus plantarum—have demonstrated promising effects and are being evaluated for targeted clinical or food-related applications [53]. Probiotic strains exhibit substantial diversity in phenotypic traits, genomic architecture, and functional properties, influencing their effectiveness in specific contexts [54].
They are widely incorporated into fermented foods (e.g., yoghurt, kefir, sauerkraut, kimchi, and other dairy and plant-based products), dietary supplements, and therapeutic formulations [55]. Such applications position probiotics as a cornerstone of functional foods, combining microbial safety and extended shelf life with health-promoting benefits. By reducing the reliance on chemical preservatives in food systems and lowering the risk of foodborne infections, probiotic-based functional foods may also contribute indirectly to AMR mitigation [56]. Reported health effects include modulation of gut microbiota, enhancement of immune function, improvement of nutrient bioavailability, and potential roles in reducing cholesterol, oxidative stress, and inflammation, as well as in alleviating lactose intolerance and supporting gastrointestinal health [50,57]. In addition, probiotics have emerged as a safer and more effective alternative to antibiotics in controlling pathogenic microorganisms. However, unlike antibiotics, they promote health by enhancing the composition and function of the gut microbiota, reducing the risk of infections, and supporting overall well-being [50,58].
From a regulatory perspective, the safety of probiotic strains is assessed differently across regions. In the US, the Food and Drug Administration (FDA) applies the Generally Recognized as Safe (GRAS) concept, which refers to taxonomically well-defined microorganisms with a documented history of safe use in food. In Europe, the European Food Safety Authority (EFSA) employs the Qualified Presumption of Safety (QPS) approach, which similarly grants a generic safety status but at the level of defined microbial groups. Both frameworks aim to ensure that only strains without pathogenic potential and with proven safety records are used in foods and supplements. For instance, within the genus Lactobacillus—today comprising over 260 recognized species—EFSA has granted QPS status to 37 species following the reclassification of this genus [56,59,60]. The following lactic acid bacteria are currently included in the EFSA list of QPS-recommended biological agents [61]: Carnobacterium divergens, Companilactobacillus alimentarius, C. farciminis, Fructilactobacillus sanfranciscensis, Lacticaseibacillus casei, L. paracasei, L. rhamnosus, Lactiplantibacillus plantarum, L. pentosus, Lactobacillus acidophilus, L. amylovorus, L. delbrueckii, L. gasseri, L. helveticus, L. johnsonii, Lacticaseibacillus kefiranofaciens, Latilactobacillus curvatus, L. sakei, Lentilactobacillus buchneri, L. hilgardii, L. kefiri, Limosilactobacillus fermentum, L. mucosae, L. reuteri, L. pontis, L. panis, Leuconostoc mesenteroides, L. citreum, L. lactis, Oenococcus oeni, Pediococcus acidilactici, P. pentosaceus, P. parvulus, Streptococcus thermophilus, and Secundilactobacillus collinoides.
While regulatory frameworks ensure the safety of probiotic strains, understanding their mechanisms of action is essential for optimising their application in food systems. Probiotics exert their beneficial effects through multiple mechanisms, including: (i) competitive exclusion of pathogenic microorganisms, (ii) secretion of antimicrobial compounds such as bacteriocins, hydrogen peroxide, and organic acids, (iii) reinforcement of the epithelial barrier, (iv) immunomodulation, and (v) inhibition of pathogen adhesion and invasion [55,62,63]. These mechanisms can broadly be classified as bactericidal actions, involving direct pathogen killing, or bacteriostatic actions, which suppress pathogen growth by competing for nutrients, adhesion sites, or altering environmental conditions such as pH [64].
Furthermore, probiotics enhance the physiological activity of gut microbiota by improving the bioavailability of short-chain fatty acids, peptides, and vitamins, and stimulating anti-inflammatory and immune responses [65]. Moreover, certain probiotic strains and their fermentates can interfere with quorum sensing systems, inhibit biofilm formation, and attenuate virulence factor expression in pathogenic bacteria—thereby strengthening their role in foodborne pathogen control [66,67,68,69]. Collectively, these mechanisms contribute to improved feed conversion rates, mitigation of food intolerances, and enhanced resilience of livestock against environmental and pathogenic stressors, aligning probiotic use with sustainable farming practices and reduced reliance on antibiotics [70]. These mechanisms contribute to mitigating antimicrobial resistance, primarily through the reduction of pathogen carriage and suppression of horizontal gene transfer and resistance gene expression within the gut microbiota. Table 1 provides representative examples of probiotic strains and their fermentates, highlighting their antimicrobial activity against major foodborne pathogens and the corresponding mechanisms of action.

4.1.2. Definition, Types, and Health Effects

The concept of prebiotics has undergone significant evolution since its introduction. Initially defined by Gibson and Roberfroid in 1995 as “a nondigestible food ingredient that beneficially affects the host by selectively stimulating the growth and/or activity of one or a limited number of bacteria in the colon, and thus improves host health,” the definition emphasized selective stimulation of beneficial gut bacteria, particularly bifidobacteria [81]. In 2017, the International Scientific Association for Probiotics and Prebiotics (ISAPP) revised this to: “substrates that are selectively utilized by host microorganisms conferring a health benefit” [13]. This broadened perspective now includes not only traditional carbohydrate-based prebiotics (e.g., inulin, fructooligosaccharides—FOS, galactooligosaccharides—GOS), but also emerging non-carbohydrate substrates such as phenolic compounds, human milk oligosaccharides, conjugated linoleic acid, and polyunsaturated fatty acids, expanding potential applications beyond the gut ecosystem [13,82].
More recently, the Global Prebiotic Association (GPA) proposed further refinement, removing the strict criterion of “selectivity” and defining a prebiotic as “a compound or ingredient that is utilized by the microbiota producing a health or performance benefit”, while introducing the complementary term “prebiotic effect” to describe the specific outcomes arising from microbiota-mediated utilization [83]. Table 2 summarizes both well-established and emerging prebiotic candidates, highlighting their natural sources and representative evidence supporting their health-promoting effects.
Alongside these scientific developments, regulatory definitions remain fragmented across jurisdictions, reflecting the absence of a globally unified framework. The FAO’s 2008 definition emphasized three pillars—component, health benefit, and microbiota modulation—while removing gastrointestinal selectivity and allowing for broader applications beyond the gut [94]. However, national and regional approaches continue to diverge: the US FDA does not provide an official definition, but regulates prebiotics within the general framework for food ingredients and dietary supplements [83]. Canada limits pre-cleared health claims to inulin [95], Australia and New Zealand permit self-substantiated general claims [96], Brazil requires pre-clearance and clinical evidence for nutrition or health claims linked to prebiotic ingredients, as established in Resolution in 2012 [97], and EFSA evaluates claims case by case without adopting a harmonized definition [83,91]. Such regulatory inconsistencies complicate the classification, marketing, and substantiation of prebiotic products, underscoring the need for internationally harmonized standards.
Beyond regulatory considerations, the recognized health effects of prebiotics have significantly expanded—from modulating gut microbiota to improving cardiometabolic and bone health, enhancing mineral absorption, supporting cognitive and mental well-being, and delivering antioxidant and neurovegetative benefits [82]. The expanded definition acknowledges prebiotics as diverse substrates that support host–microbiome interactions and systemic health, providing a basis for considering their role in sustainable strategies for AMR mitigation. Taken together, these scientific, regulatory, and clinical perspectives highlight the growing importance of prebiotics as versatile bioactive substrates. Their mechanisms of action will be further discussed in the following section on their role in AMR mitigation.

4.1.3. Sustainable Strategies for Combating AMR

Within the framework of sustainable food production, probiotics are most commonly applied as natural and effective alternatives to antibiotics in livestock (particularly cattle and swine), poultry, and aquaculture. Their targeted use has been linked to improved animal health, enhanced growth performance, and a reduced incidence of gastrointestinal infections, thereby lowering the need for prophylactic or therapeutic antimicrobial treatments [45,98]. In addition, by reducing pathogen carriage and shedding in animals, probiotics lower the risk of contamination during slaughter and processing, thereby directly contributing to food safety and public health.
Beyond their recognised health benefits, certain probiotic strains may contribute to AMR mitigation indirectly, through the production of bioactive metabolites—such as organic acids, short-chain fatty acids, hydrogen peroxide, bacteriocins, and antioxidants—that inhibit or eliminate pathogenic microorganisms [56,99,100,101,102]. These metabolites, particularly bacteriocins, help maintain mucosal barrier integrity and promote “colonisation resistance” by preventing pathogen establishment in the gut [103]. Additional effects include stimulating mucus production, inducing antimicrobial peptide secretion, and modulating host immune responses, all of which strengthen the host’s resistance to infection [104,105].
Probiotics combat pathogens primarily through competitive exclusion, antimicrobial metabolite production, and modulation of host immunity [21]. For example, Lactobacillus spp. exert competitive exclusion by occupying adhesion sites on the intestinal mucosa, thereby limiting colonisation by pathogens such as E. coli and Salmonella spp. They also produce lactic acid, bacteriocins, and hydrogen peroxide, which inhibit pathogen growth and reduce the need for a strong host immune response to infection. By lowering the incidence and severity of infections, probiotics not only improve growth and performance but also contribute to reducing reliance on antibiotics, thereby supporting AMR mitigation [53,70]. Postbiotics—non-viable microbial products such as bacteriocins, biosurfactants, cell wall fragments, and organic acids—are also gaining attention in food preservation, providing antimicrobial protection without the drawbacks of chemical preservatives or antibiotics [63,106,107,108,109]. Their incorporation into food systems extends shelf life, improves microbial safety, and aligns with One Health objectives by reducing selective pressure for resistance development.
Beyond pathogen suppression, probiotics enhance nutrient utilisation, improve gut integrity, reduce oxidative stress, and modulate inflammatory responses [53,110]. They also influence growth-related hormonal pathways, such as insulin-like growth factor 1 (IGF-1) signalling, thereby promoting resilience and growth performance [111,112]. This multifunctionality—combining pathogen control, immune modulation, and enhanced productivity—distinguishes probiotics from antibiotics, which mainly act through direct pathogen elimination. Moreover, consumer demand for “natural” and “antibiotic-free” products underlines the socio-economic relevance of probiotic applications in food systems.
Field studies highlight sector-specific benefits of probiotics. In poultry, targeted supplementation with L. plantarum and B. subtilis has been shown to lower Salmonella colonisation rates and improve feed conversion efficiency. In swine, E. faecium NCIMB 11181 improved gut microbiota composition and reduced faecal pathogenic bacterial loads, while in cattle, daily feeding of L. acidophilus NP51 at 109 colony-forming units (CFU) per head for 126 days reduced E. coli O157:H7 shedding by 37% [113,114,115]. These results highlight the importance of selecting probiotic strains based on host compatibility, environmental factors, and defined functional objectives.
In aquaculture, probiotics derived from bacterial, yeast, and algal sources have been successfully applied since the mid-1980s, delivering benefits such as modulation of gut microbiota, production of antimicrobial compounds (e.g., bacteriocins and organic acids), enhancement of immune responses, stress reduction, and improvement of water quality [116,117,118]. These effects directly contribute to AMR mitigation by reducing pathogen loads in aquatic environments, decreasing the need for antibiotic treatments, and limiting the dissemination of ARGs through water systems. Specific examples include B. subtilis improving growth performance and lowering ammonia levels in tilapia and shrimp [119], P. acidilactici reducing ammonia levels in shrimp ponds [120], and E. faecium excluding pathogenic bacteria in shrimp [121]. Yeast-based probiotics such as S. cerevisiae have stimulated immunity in tilapia [122], while more recent studies demonstrated that Staphylococcus edaphicus enhances immune parameters and survival in Kelabau fish following pathogen exposure [123], and recent reviews highlight the emerging probiotic potential of non-traditional genera, including Staphylococcus spp., in tilapia aquaculture [124]. However, although the reported findings from poultry, cattle, and aquaculture systems confirm the positive outcomes following probiotic supplementation, experimental results often vary depending on strain specificity, dosage, host species, and management conditions, underscoring the need for harmonised evaluation protocols and reproducible experimental design.
From an environmental perspective, lowering antibiotic use minimises the release of antimicrobial residues and resistant bacteria into soil and aquatic ecosystems, supporting healthier microbial communities [125]. Advances such as microencapsulation have improved probiotic stability during storage and delivery, while combining probiotics with prebiotics in synbiotic formulations provides synergistic benefits for gut health and pathogen suppression [126]. A schematic overview is provided in Figure 1, highlighting the domains of probiotic application across food systems and their role in AMR mitigation.

4.2. Prebiotics for Combating AMR in the Food Chain

Mechanisms of Prebiotic Action in AMR Mitigation

Prebiotics exert health benefits, including the mitigation of antimicrobial resistance, through selective fermentation by beneficial gut microorganisms [127]. Fermentation by Bifidobacterium and Lactobacillus spp. produces short-chain fatty acids (SCFAs) such as acetate, propionate, butyrate, and lactate, which lower colonic pH, suppress pathogenic and resistant bacteria, and provide metabolic energy that reinforces epithelial cell function and intestinal barrier integrity [15,16]. This acidic environment enhances colonisation resistance by promoting beneficial microbes that outcompete pathogens for nutrients and adhesion sites. In addition, SCFAs and other metabolites modulate immunity by stimulating mucosal IgA responses, enhancing antimicrobial peptide secretion, and reducing inflammation, thereby strengthening host defence against resistant microorganisms [14,90]. Prebiotics also improve calcium and mineral absorption under acidic conditions, contributing to host physiology and further limiting the growth of opportunistic fungi and yeasts [16]. These effects reduce colonisation and persistence of major foodborne pathogens, including Salmonella spp., E. coli [128], C. perfringens and Campylobacter spp. [129], as well as viral agents such as rotavirus [121] and influenza A virus [122]. By limiting pathogen survival and transmission, prebiotics indirectly contribute to lowering the risk of AMR strains entering the food chain [18]. Despite these benefits, the rate and extent of microbial shifts in response to different prebiotic types and doses remain incompletely understood, and further clinical studies are required to exclude the risk of promoting pathogenic populations [130]. Also, excessive or unbalanced supplementation may cause temporary microbial shifts, as certain prebiotic substrates can favour gas-producing or opportunistic taxa, altering fermentation profiles and intestinal pH [21]. These limitations highlight the rationale for combining prebiotics with probiotics in synbiotic formulations, which will be discussed in the following section. In this context, the described mechanisms play an important role in mitigating antimicrobial resistance, mainly by stabilising gut microbial communities, reducing the abundance of resistant pathogens, and limiting the horizontal transfer of ARGs through SCFA-mediated modulation of the intestinal environment.

4.3. Synbiotics for Combating AMR in the Food Chain

Definition and Relevance in AMR Mitigation

The concept of synbiotics originates from the Greek words syn (“together”) and biotic (“life”), reflecting their dual nature. Gibson and Roberfroid first introduced the term in 1995, defining synbiotics as combinations of probiotics and prebiotics that enhance host health by improving the survival and implantation of beneficial microorganisms in the gastrointestinal tract, while simultaneously stimulating the growth or metabolic activity of indigenous beneficial bacteria [110]. To refine and unify the terminology, the ISAPP revisited the concept in 2019, establishing a definition of a synbiotic as “a mixture comprising live microorganisms and substrate(s) selectively utilized by host microorganisms that confers a health benefit on the host” [20]. ISAPP also introduced a classification into complementary synbiotics, which aim to stimulate the growth of resident microbiota, and synergistic synbiotics, where the prebiotic is selectively metabolised by the co-administered probiotic strain, thereby amplifying its functional impact [20].
To date, numerous reviews and clinical studies have highlighted the role of synbiotics in infection control and antimicrobial stewardship. In practice, synbiotic formulations typically combine strains of Lactobacillus, Bifidobacterium, or Streptococcus with prebiotic substrates such as inulin, FOS, GOS, xylooligosaccharides (XOS), or lactulose [131,132]. Such combinations overcome the limitations of probiotic viability during processing, storage, and gastrointestinal passage, while also enhancing fermentation efficiency and nutrient bioavailability [20,21].
Unlike probiotics and prebiotics, synbiotics currently lack a harmonized regulatory framework, and their evaluation is generally based on the safety and efficacy of individual components rather than the combined formulation. This regulatory gap complicates standardized assessment, but also highlights the need for clearer guidelines as synbiotics gain importance in clinical and food-related applications.
Clinical and experimental studies consistently demonstrate the health benefits of synbiotics. Evidence indicates their efficacy in eradicating Helicobacter pylori infections [133,134], as well as in preventing surgical site infections, reducing sepsis risk, and lowering the incidence of postoperative complications such as diarrhoea, pneumonia, and urinary tract infections [135,136]. Furthermore, meta-analyses confirm their role in shortening hospitalization, decreasing the need for antimicrobial therapy, and improving overall recovery outcomes [31,137,138].
By combining probiotics and prebiotics, synbiotics exert multifaceted mechanisms of action that surpass the effects of their individual components. These include enhancing probiotic survival and implantation, promoting synergistic fermentation with increased SCFA production, strengthening immune responses, and suppressing resistant pathogens. Fermentation-derived metabolites such as SCFAs lower colonic pH, inhibit pathogen persistence, and modulate host immunity through mechanisms including enhanced IgA responses and toxin neutralization [14,20]. These complementary mechanisms are central to the ability of synbiotics to mitigate antimicrobial resistance by supporting balanced microbiota, limiting pathogen colonisation, and reducing selective pressure in the intestinal environment. Table 3 summarises the principal mechanisms through which synbiotics exert health-promoting effects, with emphasis on their relevance to AMR mitigation.
From an AMR perspective, synbiotics contribute by providing favourable conditions for probiotic strains to thrive, outcompeting resistant pathogens, supporting intestinal homeostasis, and modulating host immunity. Most importantly, by reducing infection incidence and the need for antibiotic therapy, synbiotics indirectly decrease selective pressure for the emergence and dissemination of resistant strains. Their combined effects are increasingly recognised in both experimental and clinical contexts. These combined effects have been demonstrated through numerous in vivo and clinical studies, with quantifiable outcomes such as reduced infection incidence, shorter disease duration, and decreased antibiotic use, as summarised in Table 4. Overall, synbiotics embody a comprehensive strategy for mitigating antimicrobial resistance by uniting the complementary actions of probiotics and prebiotics into a single, synergistic approach. These interactions are summarised schematically in Figure 2.
Although the present review focuses on probiotics, prebiotics, and synbiotics, it is important to briefly acknowledge the role of postbiotics as emerging microbial derivatives with significant functional potential. According to the ISAPP (in 2021), postbiotics are defined as “preparations of inanimate microorganisms and/or their components that confer a health benefit on the host” [143]. Unlike probiotics, they do not require viability to exert bioactivity, offering enhanced safety and stability for industrial use. Postbiotics include bioactive metabolites such as peptides, organic acids, exopolysaccharides, and cell-wall fragments produced during microbial fermentation or after cell lysis [144,145]. They inhibit pathogenic and spoilage bacteria including L. monocytogenes, S. aureus, and S. enterica by disrupting membrane integrity, interfering with quorum sensing, and limiting nutrient uptake [143,146]. These compounds also strengthen intestinal barrier function, modulate host immunity, and reduce oxidative stress [143,147,148]. In food and feed systems, postbiotics occur naturally in fermented products or can be applied as additives, contributing to pathogen inhibition, modulation of gut immunity, and oxidative-stress reduction [149]. Their expanding relevance highlights a complementary route to mitigate antimicrobial resistance and enhance food safety within the One Health framework.

5. Conclusions and Future Directions

The escalating global crisis of AMR calls for innovative, sustainable, and cross-sectoral strategies. Probiotics, prebiotics, and synbiotics collectively offer promising bio-based alternatives to conventional antimicrobials, with significant implications for food safety, public health, and One Health systems. This integrated approach links microbiological benefits to the One Health framework by reducing pathogen transmission between animals, humans, and the environment, thereby supporting ecosystem-wide resilience against antimicrobial resistance. Their complementary roles—probiotics through competitive exclusion, antimicrobial metabolite production, and immune modulation; prebiotics by selectively stimulating beneficial microbiota; and synbiotics by combining these mechanisms into synergistic formulations—position them as versatile tools for AMR mitigation across the food chain.
The benefits of probiotics, prebiotics, and synbiotics extend beyond individual hosts to broader ecosystems. In humans, they reduce infection risk and antibiotic reliance. In animals, including livestock, poultry, and aquaculture species, they improve growth, resilience, and disease resistance while lowering antimicrobial usage. In the environment, reduced antibiotic application decreases selective pressure for resistant bacteria and limits the release of antimicrobial residues. Thus, these interventions align with One Health objectives by simultaneously protecting human, animal, and environmental health within an integrated framework. Integration of probiotics and prebiotics into animal diets has demonstrated reduced shedding of resistant pathogens such as Salmonella, Campylobacter, and pathogenic E. coli, directly decreasing the risk of foodborne transmission. In aquaculture, supplementation improves water quality, reduces pathogen load, and minimises antimicrobial treatments. In fermented foods, probiotic and synbiotic incorporation enhances microbial safety, prolongs shelf life, and delivers functional health benefits to consumers. By reducing the need for synthetic preservatives and lowering the risk of foodborne infections, functional foods enriched with probiotics and synbiotics may also indirectly support AMR mitigation, bridging consumer demand for natural products with global public health priorities. These applications illustrate the feasibility of scaling biological interventions into diverse food systems, bridging laboratory discoveries with real-world applications.
Nevertheless, several challenges remain. Probiotic efficacy is highly strain-specific and influenced by host, environmental, and management factors. Survival during feed processing and consistent colonisation in different hosts remain limiting factors. Prebiotic responses are heterogeneous and depend on substrate type, microbiota composition, and dosage, with risks of unintended microbial shifts. Synbiotic formulations, although promising, require rigorous validation of strain–substrate compatibility to ensure reproducible outcomes. Regulatory requirements for safety and authorisation vary across regions, and the absence of harmonised international standards complicates their global adoption. Further in vivo studies are essential to confirm long-term benefits, ecological safety, and effects on AMR transmission. To ensure practical scalability, the integration of probiotics, prebiotics, and synbiotics into industrial food systems should follow a gradual, cost-effective implementation pathway. This includes their incorporation into feed premixes, starter cultures, or water management systems in aquaculture, while maintaining compliance with HACCP principles and quality assurance standards. Pilot-scale validation combined with cost–benefit and life-cycle assessments—covering reduced antimicrobial use, lower pathogen burden, extended shelf life, and fewer product recalls—can demonstrate economic viability and sustainability. These measures provide a realistic framework for industrial adoption without compromising profitability or product safety.
Future research should focus on dose standardization, formulation optimization, and long-term safety evaluation to ensure reproducibility and scalability of results for different probiotic strains. Integrating in vivo trials with multi-omics approaches as metagenomics, transcriptomics, metabolomics, will be essential to confirm causal links be-tween microbiota modulation, metabolite production, and ARG reduction. These tools enable the identification of robust strains with tailored functionalities, improved survival, and precise host–microbe interactions. Recent integrative frameworks emphasise that combining multi-omics data across metagenomics, metabolomics, and transcriptomics provides a comprehensive understanding of microbial functions within food systems [150]. Among these technologies, multi-omics approaches combined with computational modelling can unravel microbiota dynamics, predict prebiotic utilisation, and optimise synbiotic design, while synthetic biology tools such as CRISPR-Cas enable precision design of next-generation probiotics and synbiotics [151]. Encapsulation technologies and next-generation delivery systems will further enhance stability and efficacy under industrial conditions.
In terms of implications for stakeholders, the adoption of probiotics and synbiotics in industry should be accompanied by pilot-scale validation and cost–benefit analyses to ensure economic viability. National and regional authorities should incorporate microbiome-based strategies into AMR action plans, establish certification or incentive schemes for reduced antibiotic use, and strengthen surveillance systems linking animal, food, and environmental AMR data. Equally important is the harmonisation of regulatory frameworks across regions, guided by existing EFSA and FDA models, to establish unified safety and efficacy assessment criteria for microbial feed and food additives. Interdisciplinary collaboration among microbiologists, food technologists, veterinarians, clinicians, and policymakers will be critical to achieving their full potential and ensuring effective translation into policy and practice.
At the global level, the FAO Action Plan on Antimicrobial Resistance (2016–2020) established four strategic pillars—raising awareness, generating evidence, strengthening governance, and promoting best practices—to guide international efforts in mitigating AMR across the food and agriculture sectors [152]. More recently, the quadripartite collaboration involving FAO, WHO, WOAH, and UNEP has reinforced global governance of AMR, emphasising evidence-based, cross-sectoral approaches to antimicrobial use and resistance control in food systems [153,154]. Together, these coordinated international efforts form the regulatory and strategic foundation upon which future applications of probiotics, prebiotics, and synbiotics can be developed and standardised.
In conclusion, probiotics, prebiotics, and synbiotics hold substantial promise as sustainable alternatives to antimicrobials across the food chain. By reducing pathogen load, enhancing host resilience, and lowering antimicrobial dependence, they contribute directly to AMR mitigation and reinforce One Health strategies, while simultaneously supporting global food safety. To fully harness their potential, future efforts must focus on standardisation, validation, and innovation—transforming scientific insights into practical, safe, and globally accessible interventions.

Author Contributions

Conceptualization, S.V.M.; methodology, S.V.M., B.D., M.M. (Milan Milijašević), J.B.M., M.M. (Milica Moračanin) and Z.T.; validation, M.M. (Milan Milijašević), J.B.M. and M.M. (Milica Moračanin); resources, Z.T. and M.M. (Milica Moračanin); data curation, B.D. and J.B.M.; writing—original draft preparation, S.V.M.; writing—review and editing, B.D. and Z.T.; visualization, B.D.; supervision, S.V.M.; project administration, S.V.M. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Ministry of Science, Technological Development and Innovations of the Republic of Serbia, grant numbers 451-03-136/2025-03/200050 and 451-03-137/2025-03/200133.

Data Availability Statement

The original contributions presented in this study are included in the article. Further inquiries can be directed to the corresponding author.

Acknowledgments

The authors received no additional support beyond the funding and contributions already stated.

Conflicts of Interest

The authors declare no conflicts of interest.

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Figure 1. Schematic overview of the role of probiotics as sustainable alternatives to antimicrobial agents in the food chain.
Figure 1. Schematic overview of the role of probiotics as sustainable alternatives to antimicrobial agents in the food chain.
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Figure 2. Synergistic roles of probiotics and prebiotics in the mitigation of AMR.
Figure 2. Synergistic roles of probiotics and prebiotics in the mitigation of AMR.
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Table 1. Antimicrobial effects of probiotics.
Table 1. Antimicrobial effects of probiotics.
Probiotic StrainsTarget Foodborne
Pathogens
Reported EffectsMechanisms of ActionReferences
L. rhamnosus GGC. jejuniReduced adhesion
and invasion
Competitive exclusion, immunomodulation[71]
L. plantarum strainsSalmonella spp.,
E. coli, C. jejuni
Growth inhibition,
reduced adhesion
Organic acids, bacteriocins,
competition for nutrients
[72,73]
Bifidobacterium longumS. enterica,
E. coli
Reduced colonisationSCFA production, epithelial barrier enhancement[74,75]
Saccharomyces boulardiiC. difficile,
E. coli,
Salmonella spp.
Protection from diarrhoea; modulation of inflammationToxin neutralisation,
anti-inflammatory activity
[76,77]
L. acidophilusL. monocytogenes,
E. coli
In vitro and in vivo
pathogen reduction
Bacteriocin production,
inhibition of quorum sensing
[53,78]
Heyndrickxia coagulans
(formerly B. coagulans)
E. coli,
Salmonella spp.
Growth inhibition;
gut barrier enhancement
Spore formation,
SCFA production
[79]
Fermented Woodfordia
fruticosa (with
L. plantarum and L. rhamnosus)
L. monocytogenes,
Vibrio parahaemolyticus
Reduced epithelial adhesion; immunostimulationInterference with adhesion;
Increased IL-6 production (immunomodulation)
[80]
L. fermentum and
L. salivarius
S. typhiReduced virulence gene expressionQuorum sensing interference,
inhibition of biofilm formation
[80]
Table 2. Established and emerging prebiotics, their natural sources, and reported health effects.
Table 2. Established and emerging prebiotics, their natural sources, and reported health effects.
ClassExamplesSourcesReported EffectsReferences
Carbohydrate-based (traditional)Inulin, GOS, FOSChicory root, onion, garlic, banana, legumes, human milkSelective stimulation of bifidobacteria and lactobacilli; improved gut health; enhanced mineral absorption[13,81]
Human milk oligosaccharides2′-fucosyllactose,
lacto-N-neotetraose
Human milkBifidogenic effect; immune modulation; pathogen protection[84,85]
Non-carbohydrate substratesConjugated linoleic acid, polyunsaturated fatty acidsDairy, meat, plant oilsAnti-inflammatory activity; immunomodulation; microbiota modulation[82]
Plant-derived polyphenolsFlavonoids (catechins, anthocyanins), stibenes (resveratrol)Berries, grapes, tea, cocoaFermentation by gut microbiota; antioxidant and anti-inflammatory effects; modulation of microbial composition[82,86]
Marine- and fungal-derived polysaccharidesFucoidan, laminarin, alginate oligosaccharides, chitosan oligosaccharides, β-glucansSeaweeds, shellfish, yeast, mushroomsImmunomodulation; antioxidant activity; stimulation of beneficial bacteria[87,88,89]
Proteins and peptidesBioactive peptides (milk- and soy-derived)Dairy, legumes, cerealsMicrobiota modulation; enhanced mineral bioavailability; immune stimulation[90]
Minerals as prebiotic co-factorsCalcium, magnesium, zincDairy products, cereals, vegetablesSynergistic effects with fibers; support for microbiota and host health[83,91]
Carbohydrate-based oligosaccharides with antiviral activityGOS, FOS, lactosucroseInfant formula, human milk, synthetic oligosaccharidesGOS + FOS: reduced rotavirus shedding; improved stool consistency; alleviated gastroenteritis symptoms; improved immune responses.
Lactosucrose: enhanced innate immune responses; increased survival against influenza A virus infection
[18,92,93]
Table 3. Mechanisms and health effects of synbiotics relevant to AMR mitigation.
Table 3. Mechanisms and health effects of synbiotics relevant to AMR mitigation.
Mechanism of ActionEffectsReferences
Enhanced probiotic survival and implantationImproved viability and colonisation of Lactobacillus and Bifidobacterium during gastrointestinal transit[139,140]
Synergistic fermentation of prebiotics by co-administered probioticsHigher SCFA production (acetate, butyrate, propionate); reduced colonic pH; inhibition of pathogens[19,131]
Immune modulationIncreased IgA secretion, enhanced antimicrobial peptide production, reduced systemic inflammation[14,132]
Suppression of resistant pathogensReduced colonisation by Salmonella spp., E. coli,
C. perfringens, Campylobacter spp.
[129,134]
Antiviral protectionAttenuated rotavirus gastroenteritis and influenza A infection in vivo[121,122]
Reduction of clinical infections and antimicrobial useDecreased incidence of surgical site infections, sepsis, diarrhoea, pneumonia; shortened hospital stay and reduced antibiotic therapy[135,136,137]
Table 4. Synbiotics: Evidence of antimicrobial and clinical effects.
Table 4. Synbiotics: Evidence of antimicrobial and clinical effects.
Synbiotic CompositionTarget Pathogens/ConditionsEffectsReferences
L. fermentum CECT5716 + GOSRotavirus, respiratory infectionsInhibition of rotavirus; fewer gastrointestinal infections in infants[109,133]
B. lactis B94 + inulinSalmonella, Shigella, C. difficile, adenovirus, CampylobacterReduced duration of diarrhoea; protection against multiple enteric pathogens[141]
L. rhamnosus + inulin/FOSVancomycin-resistant EnterococcusSignificant inhibition of VRE growth[21]
L. plantarum ATCC-202195 + FOSInfant sepsis, respiratory infectionsReduced sepsis incidence and respiratory tract infections[142]
Multi-strain mix
(e.g., L. acidophilus, L. rhamnosus, B. bifidum + FOS)
Surgical site infectionsReduced postoperative infections and shortened antibiotic therapy[136,137]
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Moračanin, S.V.; Danilović, B.; Milijašević, M.; Milijašević, J.B.; Tambur, Z.; Moračanin, M. Probiotics, Prebiotics and Synbiotics for Combating Antimicrobial Resistance in the Food Chain. Processes 2025, 13, 3483. https://doi.org/10.3390/pr13113483

AMA Style

Moračanin SV, Danilović B, Milijašević M, Milijašević JB, Tambur Z, Moračanin M. Probiotics, Prebiotics and Synbiotics for Combating Antimicrobial Resistance in the Food Chain. Processes. 2025; 13(11):3483. https://doi.org/10.3390/pr13113483

Chicago/Turabian Style

Moračanin, Slavica Vesković, Bojana Danilović, Milan Milijašević, Jelena Babić Milijašević, Zoran Tambur, and Milica Moračanin. 2025. "Probiotics, Prebiotics and Synbiotics for Combating Antimicrobial Resistance in the Food Chain" Processes 13, no. 11: 3483. https://doi.org/10.3390/pr13113483

APA Style

Moračanin, S. V., Danilović, B., Milijašević, M., Milijašević, J. B., Tambur, Z., & Moračanin, M. (2025). Probiotics, Prebiotics and Synbiotics for Combating Antimicrobial Resistance in the Food Chain. Processes, 13(11), 3483. https://doi.org/10.3390/pr13113483

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