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Record W2802984807 · doi:10.1093/af/vfy002

Challenges of a one-health approach to the development of alternatives to antibiotics

2018· article· en· W2802984807 on OpenAlexafffund
Tim A. McAllister, Yuxi Wang, Moussa S. Diarra, Trevor W. Alexander, Kim Stanford

Bibliographic record

VenueAnimal Frontiers · 2018
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicProbiotics and Fermented Foods
Canadian institutionsAgriculture and Agri-Food Canada
FundersAgriculture and Agri-Food Canada
KeywordsAntibioticsAntibiotic resistanceLivestockInfectious disease (medical specialty)BiotechnologyAntimicrobialHuman healthDiseaseMedicineIntensive care medicineBiologyEnvironmental healthMicrobiologyEcology

Abstract

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Antibiotic resistance is among the top five threats to humanity, with infectious disease expected to surpass cancer as the leading cause of death by 2050. Antibiotic resistance is a “One Health” issue with any anthropomorphic use of antimicrobials potentially promoting resistance. There is an urgent need to identify alternatives to antibiotics for use in livestock, before further restrictions in their use occur. Prudent use of existing antibiotics and emerging alternatives throughout the “One Health” continuum, coupled with disease prevention, are integral to sustaining human and animal health. By 2050, global infectious disease caused by antibiotic-resistant bacteria is projected to be responsible for 10 million human deaths per year—1.8 million more than cancer. Antibiotic resistance is a natural phenomenon, but the anthropomorphic use of antimicrobials has created heightened selective pressure that has led to an increased presence of antibiotic-resistant bacteria in agriculture, aquaculture, and hospital environments. Concerns over the emergence of antibiotic-resistant bacteria that threaten human health has prompted the retail and fast food sector to promote meat and milk produced from livestock that are raised “without the use of antibiotics.” Antibiotics have become an integral component of intensive livestock production and are used to treat (therapeutic use) and prevent (prophylactic, metaphylactic) infectious disease and promote growth (subtherapeutic). The growing restriction of antibiotic use in livestock production has promoted research into a plethora of potential alternatives. Some alternatives to antibiotics, such as plant secondary compounds (i.e., essential oils, tannins, saponins) and probiotics, have been used in human medicine for centuries, but have only recently been seriously considered for use in livestock and poultry. Over the last 70 yr, antibiotics largely replaced the use of these alternatives in most human societies and have been rapidly adopted for use in livestock and poultry production. Antibiotics are used to control bacterial infections in a range of environments and if resistance is to be reduced, antibiotic use must be curtailed and made more prudent throughout the “One Health” continuum. Such an outcome will require the integrative efforts of experts in human, livestock, and environmental health and the adoption of recommendations by stakeholders. Logically, studies on the ability of alternatives to reduce antibiotic resistance should also be structured from a “One Health” perspective using indicator bacteria, pathogens, and molecular techniques to document the extent to which they impact antibiotic resistance in humans, livestock, and the environment (Figure 1). Antimicrobial compounds in plants such as essential oils and condensed tannins (CT) as well as bacteriophages, vaccines, and probiotics are examples of a few of the alternatives that are being explored for use in livestock. However, antimicrobial activity of plant bioactives is often broad, inhibiting both commensal and pathogenic bacteria and reducing productivity. In contrast, the activity of bacteriophages is often too narrow, targeting only a subset of pathogenic bacteria. Compared with antibiotics, the mechanisms whereby these alternatives inhibit or kill bacteria are poorly defined, making therapeutic outcomes difficult to predict. Understanding the mode of actions of these alternatives is integral to using them in a manner that offsets the present reliance on the use of antibiotics to control infectious disease in livestock. Proposed approach to evaluating the impact of alternatives to antibiotics in livestock and poultry production on antibiotic resistance throughout the One Health Continuum. Indicator bacteria and samples for metagenomic analysis are collected from conventional and natural livestock and poultry production systems. Natural production systems limit the use of antibiotics and rely heavily on alternatives. Similar samples are collected from the surrounding environment, surface waters, sewage, hospital settings, and retail meat. Such a system should provide insight as to the degree that a reduction in the use of antibiotics in natural livestock production systems contributes to a reduction in antibiotic resistance throughout the One Health continuum. There are about 4,500-individual essential oils and numerous other bioactives that have been extracted from various plant components, including flowers, buds, seeds, leaves, twigs, bark, herbs, wood, fruits, and roots, with some sources used in human medicine since antiquity (Baby and George, 2009). The major constituents of essential oils include carvacrol, citronellol, geraniol, eugenol, and thymol (Perricone et al., 2015). Several essential oils have been shown to have antibacterial, antifungal, antiviral, and anti-inflammatory properties (Baby and George, 2009; de Cássia da Silveira e Sá et al., 2014; Chouhan et al., 2017). Constituents of essential oils seem to interact with bacterial cell membrane lipids and cause cell lysis. For example, terpinen-4-ol, α-terpineol, 8-cineole in tea tree oil caused the autolysis of Staphylococcus aureus and the formation of mesosomes (Carson et al., 2002), whereas cinnamaldehyde and carvacrol readily lysed Mycobacterium avium (Nowotarska et al., 2017). In addition to controlling pathogens, essentials oils have been investigated for their potential to improve the growth performance of livestock by increasing feed palatability. However, their antibacterial activity is often less pronounced in vivo than in vitro, possibly due to the inactivation by other feed ingredients and to their poor absorption (Si et al., 2006). Some have proposed that essential oils be protected from degradation in the upper digestive tract in order to promote their passage to the lower tract. Diets supplemented with encapsulated carvacrol or citral at either 250 or 650 μg/g reduced the prevalence and severity of necrotic enteritis associated with Clostridium perfringens in chickens (Liu et al., 2016; Yanga et al., 2016). Adverse effects have also been observed when essential oils are included in poultry diets. For example, even though cinnamaldehyde and eugenol decreased colonization of the broiler gut by Salmonella enteritidis, birds exhibited reduced growth (Kollanoor-Johny et al., 2012). Similarly, Patraa and Yu (2012) reported that essential oils from clove, eucalyptus, garlic, oregano, and peppermint decreased methane and ammonia production as well as the abundance and diversity of archaea in ruminal laboratory batch cultures, but others found adverse effects on feed digestion and fermentation in cattle. In general, these additives have shown promise in laboratory studies, but have frequently failed to deliver similar responses when included in the diets of livestock. American cranberry (Vaccinium macrocarpon), wild-blueberry (Vaccinium angustifolium), and highbush blueberry (Vaccinium corymbosum) are important commercial fruits in the United States and Canada (Figure 2). They are rich sources of bioactives including polyphenolics (Harrison et al., 2013). The ability of polyphenolics to alter the diversity of the intestinal microbiome has been well documented (Cardona et al., 2013). The commensal bacteria, Bifidobacterium and Lactobacillus have been shown to ferment cranberry xyloglucans to produce formate which may aide these bacteria in colonizing the human gut (Özcan et al., 2017). Cranberry extracts were found to be nearly as effective as trimethoprim, with less adverse effects when used to treat urinary tract infections in women (McMurdo et al., 2009). (A) American cranberry (Vaccinium macrocarpon), (B) wild-blueberry (Vaccinium angustifolium), and (C) highbush blueberry (Vaccinium corymbosum) are all sources of bioactives with the potential to be used as alternatives to antibiotics. Photo taken by Dr. M. S. Diarra. Few studies have assessed the potential of these berry polyphenolics to serve as alternatives to antibiotics in livestock. Inclusion of a commercial cranberry juice powder in the feed of broilers did not improve feed intake or gain (Leusink et al., 2010). Cranberry juice has been found to contain at least 19 phenolic compounds, with quercetin, vanillic acid, and protocatechuic acid shown to enhance immune function in poultry (Islam et al., 2017). Considering that the pomace remaining after juice extraction also contains these polyphenolics, the use of this by-product is likely a more economical alternative to antibiotics. Berry pomaces can be a good source of nutrients and other functionally important molecules including vitamins, minerals, and polyphenolics (Ross et al., 2017). A polyphenol rich bioactive fraction from cranberry pomace exhibited high antibacterial activity against a number of multidrug-resistant bacteria including methicillin resistant Staphylococcus aureus (Diarra et al., 2013). Feeding turkeys a diet containing 5% pomace from strawberries resulted in no differences in the final body weights or meat yield as compared to birds fed a conventional diet (Juskiewicz et al., 2017). However, the strawberry pomace did increase the α-linolenic acid level in breast meat. Coddensa et al. (2017) showed that spray-dried cranberry powder reduced the intensity and duration of shedding in piglets challenged with F18+ E. coli. The potential and modes of action whereby berry products may modulate gut microbiota in food animals has recently been reviewed (Das et al., 2017). Key research gaps include the effects of processing on the stability and bioavailability of bioactives in these sources (Das et al., 2017). Despite the lack of information on the toxicity of these sources for livestock, cranberry extract powder has been approved for human use by the European Food Safety Authority (EFSA, 2017). Condensed tannin (CT) are naturally occurring plant secondary compounds that are oligomeric or polymeric flavonoids consisting of flavan-3-ol units that include catechin, epicatechin, gallocatechin, and epigallocatechin with molecular weights ranging from 1,000 to 20,000 Da (Figure 3). They protect the plant against invasion by pathogens and attack by insects and herbivory, mainly through their ability to form complexes with proteins, polysaccharides, and minerals. CT possess anti-bacterial, anti-parasitic, anti-oxidant, and immunomodulation activities and have been used as herbal medicines for centuries. In the last few decades, researchers have demonstrated that CT potentially be used as natural alternatives to antibiotics et al., CT activity against than bacteria and However, some CT also activity against bacteria such as et al., 2013). of of of of and the formation of complexes with cell membrane are a few of the mechanisms whereby CT inhibit or kill bacteria. polyphenolics can also enhance the and effects of or CT to livestock on gut health and and have been reviewed et al., et al., in the effects of CT are to their in and in various plants and plant et al., 2017). Condensed tannins (CT) are oligomeric or polymeric flavonoids consisting of flavan-3-ol units that include catechin, epicatechin, gallocatechin, and contains high of CT with and high antimicrobial Photo taken by Dr. CT are in the diet either as or or as extracts such as is the to CT to livestock, in and activity can their impact on CT extracts have not only been assessed in but also in and poultry. to these extracts in due to in their activity as well as with other in the diet and et al., difficult to and of the and of CT and their as alternatives to antibiotics. the to using CT as antibiotic alternatives is the properties that they through to proteins, minerals, and digestive not only reduce the of nutrients et al., but also the antimicrobial activity of CT the lower digestive tract et al., responses are even more in and poultry than are to reduce the effects of CT on and to them to pathogens throughout the digestive tract. bioactives their antimicrobial activity making difficult for bacteria to resistance to these In of bioactives may to inhibit or kill bacteria through However, use of bioactives can promote most through in cell membrane or for the microbiome that are of these For example, has been used as an effective in medicine for centuries, of any resistance to the in and However, the use of to control resulted in the resistant to this bioactive a of resistance to plant bioactives in bacterial cell membrane the use of these additives can in resistance to other including antibiotics that rely on with for are of bacteria and are to of the of bacteria were considered for use in human as as but with the of antibiotics in the research into their therapeutic largely the in antibiotic are being for therapeutic use in human medicine and are to interact only with bacteria by the of the is both an and a to the use of in the the targeting of pathogenic bacteria, However, the of to their that a will have activity against of pathogenic bacteria or in some even all of a pathogenic increase range and to against the of bacterial resistance to of of are used in be in should be as can into the and increase the of including antibiotic resistance to However, that bacterial pathogens of to the livestock can be For example, an for only have been with activity against of the of disease et al., et al., 2015). of an alternative is to pathogenic bacteria to the produced by Such an approach may be for infections or associated with but is for more environments such as the or digestive tract must also be taken in for use in therapeutic is not to the of a against a on the activity of have found that the in with the most activity against E. the (Figure et al., exhibited reduced when used in a with other The other in the as their compared with when they were of the from the environment of cattle. the activity against E. et al., 2012). lack and only bacteria, a to the for is few and these may to occur. and they may and reduced is made with the will with of and with that of their et al., are and have been into the they may be by or from by the of to control pathogens is the most use of in livestock and has been used in poultry against Salmonella both and et al., and 2015). for must also be to in batch and even when to promise as a of for pathogens that antibiotic resistance in livestock. However, for use in for livestock is in and studies are to of potential therapeutic are used to prevent bacterial and infections in livestock, and and at the most alternative to antibiotics. have the that antibiotics they can also be used to prevent rely on the use of or from bacteria or the use of to identify in pathogens that are most to disease (Figure have used this to identify that be used to a more against M. et al., and has been used to a against in of to identify for in a against is to identify on differences and commensal are challenged with of M. are in a system and assessed for their in a et al., However, also have their in that the to be in a to an immune against the infectious need to be well in of of of a that can also be and are often to a immune of against that in the intestinal tract is also difficult and only a few have shown against pathogens in this of a number of a is also to infectious can to of the a One Health the to the ability of to reduce the reliance on antibiotics from the The use of in has reducing by to million per to the use of not only to more human but also to an increase in the use of antibiotics. A by the Food and and the Health probiotics as in that a health on the associated with in the tract and in food or by probiotics can also associated with the and The of using bacteria to and improve human health by a in the of in milk to and use of probiotics for livestock and poultry decades, well before the of antibiotics for growth et al., However, with growth promoting of antibiotics, and increased and over the use of antibiotics in livestock and probiotics have been as an alternative to antibiotics. However, effects of probiotics in livestock and a lack of and have their these is if probiotics are to a in reducing antimicrobial use in and are the most that have been for their ability to the use of antibiotics for growth In order to serve as an probiotics should function in a similar and to antibiotics in of disease and control in livestock. For antibiotic growth the mechanisms whereby growth is is and may include the microbiome to enhance digestion and or reducing intestinal through immunomodulation et al., 2017). the mechanisms may probiotics have been shown to to antibiotics and in that they inhibit pathogens, alter the of the microbiome and modulate pathogens in and in through a of probiotics produce antimicrobial which can have a or of They inhibit growth by the cell of bacteria or with and in bacteria et al., 2013). et al. compared the effects of a Lactobacillus or a that not produce against pathogenic in The whereas the did can also produce other antimicrobials including which lower and which can cause both of which inhibit pathogens et al., 2017). for nutrients and reducing are other in which probiotics with For example, the through a similar to Salmonella to E. S. for reducing et al., 2013). to the is a for both pathogens and probiotics to modulate the immune system et al., can reduce through for on with that high being more et al., 2010). not only pathogens and is likely that commensal bacteria are also as a of with the For example, using probiotics to the microbiome to improve digestion has been a in A of the from studies showed that this increased milk and milk in et al., 2012). There is also to that can improve feed and alter et al., 2017). the mechanisms for these responses are that the growth and activity of bacteria. in the microbiome are not associated with the For example, of with growth reduced the of and increased Lactobacillus in the et al., 2015). studies and using or the of has insight into probiotics alter the of to a of antimicrobials and in showed that the the gut microbiome in a manner similar to the antimicrobial et al., 2017). this is to growth the impact of probiotics on the microbiome be for antibiotic alternatives. In contrast, chickens with Lactobacillus a microbiome that from fed a diet containing a of and et al., 2017). The to the of the feed and a immune than that observed in chickens antibiotics. studies that the effects of probiotics on the microbiota can of these the can be on the animal and and of antibiotics can animal health though with the the is in with commensal and potentially pathogenic bacteria. The as a to pathogens and is in a of et al., 2017). of the can to can enhance function by that inhibit colonization and by that control function as to reduce et al., 2017). For example, of and to reduced E. to as compared with that did not probiotics et al., 2009). can also reduce intestinal by anti-inflammatory et al., intestinal and as with may reduce the associated with responses to probiotics may not need to as a of their colonization of the et al. (2017) showed that production of a by an anti-inflammatory in possibly through a in the Similarly, of caused an increase in in a proposed to to anti-inflammatory responses et al., 2017). The intestinal microbiota is to immune as have a immune system and 2009). bacteria, probiotics are also of and immune responses through with For example, Lactobacillus were shown to in et al., 2012). have a in and and of Lactobacillus and to compared with and a fed et al., gain and feed these were of immunomodulation by probiotics from studies that have their as A the effects of probiotics on responses in that they enhance both the and the duration of the to and Similarly, of a in with a against against this than the et al., 2016). and studies have shown that probiotics may or prevent intestinal and et al., studies have also shown that probiotics can reduce the and duration of upper tract infections in and et al., 2014; et al., antibiotic use et al., 2015). should be that most are most caused by but can cause an increase in antibiotic use et al., 2016). Despite the in of livestock and poultry to probiotics, the that some studies have documented or even responses than antibiotics and 2014; et al., their potential as alternatives some production systems. were from the gut or and were for their ability to produce high and be as to health et al., 2017). used for livestock were used in and may not be for livestock or poultry. There are efforts to identify of bacteria the livestock commensal microbiota that may be more for use in various of livestock. of this from conventional such as Lactobacillus and Bifidobacterium and be most likely used for therapeutic have been and or For example, the abundance of has been with body and can reduce and gain in et al., 2017). this is a in humans, a that the in livestock and poultry improve production of research an approach to have recently been commensal bacteria the tract that activity M. in use of antibiotics to in cattle. identify potential probiotics, by the microbiota in the upper tract of that to that et al., 2015). that a abundance of and Lactobacillus than that bacteria were and for their ability to inhibit the of M. to (Figure and cell also assessed the antibiotic of the top as some of the probiotics antibiotic resistance et al., 2015). The in will be to the of of the to reduce M. probiotics in this will need to be in or and will also require antimicrobial to for a disease on and will to for probiotics that antibiotic use in livestock. of the with and the Lactobacillus with to with M. and were to the in bacteria were is that is no alternative that can the use of antibiotics throughout the One Health continuum. the disease through and that are likely the most effective of reducing antibiotic are of and can become resistant to plant probiotics, and even mechanisms to the immune antibiotics resistance in the is that bacterial resistance to these molecules will also of the for disease resistance using emerging is to reduce the present reliance on antibiotics to livestock health. However, for to be the of in with use of antibiotics, is to disease in both and livestock. is is a more approach to the use of antibiotics throughout the One Health continuum. include of the most important antibiotics for use in humans, but the use of other antibiotics in livestock. A restriction of the use of all antibiotics have for the health and of livestock. A on health and disease in with some of the alternatives throughout the One Health is likely the most effective to lower antibiotic use and the of resistance. Dr. an M. in from the of in and a in and from the of in has as a research with and Canada since the of research in and production. a of as they to antibiotic resistance including the of antibiotic resistance in production of antibiotic resistance in indicator and of the in and the has been the of numerous for their to production in Dr. Dr. an M. in from in and a in and from in has at the and of and Canada since and a research in and research a of to production which the use of naturally occurring plant compounds such as condensed tannins as alternatives to antibiotics. has numerous and in this research Dr. S. degree in in and in in from the is a with and research is on antibiotic resistance in food production bacterial and the pathogenic bacteria and their also is for the and the of alternatives to antibiotics in livestock and poultry production. Dr. animal and molecular to research research and including reviewed and is a of Dr. is a at and a and in and from the of research on with an on disease and environmental include the of antibiotic alternatives for disease and the of and human bacterial pathogens throughout the continuum. Dr. and an in from the of in and a in from the of in has been as a research for and since in production and more recently with food and laboratory has been for the control of pathogenic E. since research has been by and Canada through the and the the and have made to The of is also

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.017
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.025
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0030.012
Scholarly communication0.0080.013
Open science0.0040.009
Research integrity0.0140.016
Insufficient payload (model declined to judge)0.0250.006

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.073
GPT teacher head0.273
Teacher spread0.199 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations25
Published2018
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