Source: SENTINEL ENVIRONMENTAL GROUP, LLC submitted to
IMPROVED CATTLE FEED EFFICIENCY VIA BACTERIOPHAGE-MEDIATED MICROBIOME MANIPULATION
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1022557
Grant No.
2020-33610-31992
Cumulative Award Amt.
$100,000.00
Proposal No.
2020-00650
Multistate No.
(N/A)
Project Start Date
Sep 1, 2020
Project End Date
Apr 30, 2022
Grant Year
2020
Program Code
[8.3]- Animal Production & Protection
Recipient Organization
SENTINEL ENVIRONMENTAL GROUP, LLC
5250 JACKWOOD STREET
HOUSTON,TX 770961313
Performing Department
(N/A)
Non Technical Summary
Cattle production is the most economically important US agricultural activity, but the industry is under pressure to improve sustainability as beef production uses more land and energy and has a higher global warming potential than other major protein sources. Improving feed efficiency is arguably the best approach for enhancing sustainability, as much of the cost and environmental footprint of cattle production is due to feed production. Though numerous factors influence cattle feed efficiency, many recent studies have demonstrated that rumen microbiome composition plays a key role. Bacteriophages (viruses that only infect bacteria) are promising tools for altering microbiomes, but their stringent host-specificity has hindered their widespread adoption. Yet contrary to the common belief that bacteriophages are highly specific, we recently developed methods to isolate wide host-range (polyvalent) bacteriophages, and have found them to be highly effective for microbial control. Advantages of polyvalent over narrow host-range bacteriophages include decreased phage cocktail complexity, higher titers in environments with multiple hosts (e.g., rumen), decreased phage decay rates, enhanced biofilm propagation, and more economical production.The goal of this project is to develop polyvalent bacteriophage libraries for rumen microorganisms associated with cattle feed efficiency, including Methanobrevibacter ruminantium, Anaerovibrio lipolyticus, Fusobacterium sp., and Streptococcus bovis. Bacteriophages will be isolated using specialized methods that select for those with a predetermined host-range based on rumen microbiome composition. Each bacteriophage will then be characterized and tested for efficacy within a bioreactor operated to simulate the cattle rumen. Bacteriophage cocktails will be formulated and tested for their ability to minimize the development of bacteriophage resistance. Successful completion of this project is anticipated to lead to a library of bacteriophages that can selectively control the growth of several bacteria that negatively impact feed efficiency. These bacteriophages may then be further developed as livestock feed additives that can be utilized to improve animal feed efficiency, which consequently reduces production costs and improves environmental sustainability.
Animal Health Component
20%
Research Effort Categories
Basic
20%
Applied
20%
Developmental
60%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
3023310110145%
3023310110045%
3113310110010%
Goals / Objectives
The overarching goal of the proposed research is to develop phage libraries that can control the abundance of select rumen microbial species that are associated with feed efficiency phenotypes in cattle. Individually or in combination, such libraries will serve as the basis for a series of minimum viable products (MVPs) needed to conduct proof-of-concept studies and obtain customer validation. The key objectives we seek to accomplish are:1. Identify rumen microbial genera and species associated with feed efficiency phenotypes that are most permissive to phage infection.Hypothesis: Bacteria and archaea will vary in their susceptibility to phage infection (and ease of phage isolation) which will greatly influence the time needed to isolate phages.Significance: The time needed to isolate phages for a bacterial species can vary from days to years. Thus, from a commercialization perspective, it is important to identify the more permissive hosts so that initial efforts can be concentrated on those species most likely to yield successful results in a short timeframe (8 months).2. Assess the commercial practicality of using predefined phage cocktails for rumen microbiome manipulation.Hypothesis: Polyvalent phages will facilitate the use of active treatment strategies against rumen bacteria or archaea without the need for prior knowledge of microbiome composition.Significance: Active treatment would allow much lower phage doses to be used, reducing production costs 1000-fold or more relative to passive treatment. Moreover, the number of distinct phages per cocktail is constrained by dose requirements and economic considerations. While it is only practical to use a few phages in a cocktail intended for passive treatment, hundreds of different phages could potentially be used in a cocktail intended for active treatment, allowing much broader host coverage.
Project Methods
The methods being utilized for this project include:Selective bacterial isolation.It is important to have a representative library of bacterial strains that the bacteriophages may encounter during implementationand that can be used for assessing bacteriophage host range. As normally only a few strains of any species are commercially-available, we will utilize selective isolation procedures (enrichment cultures, selective plate media) to obtain pure stains of each target bacterial and archaeal species.A major source for isolates will be rumen fluid samples, which will be obtained from a processing plant, or from cannulated cattle at academic or agricultural research facilities.M. ruminantiumwill be isolated from rumen samples by preparing enrichment cultures with SAB medium amended with streptomycin, penicillin, and vancomycin, and an 80% H2/20% CO2atmosphere.Fibrobacter succinogenesstrains will be isolated using cotton enrichment cultures. Anaerovibriostrains will be isolated using linseed oil-rumen fluid-agar.Fusobacteriumwill be isolated using PY broth containing 50 mM lactate or lysine, followed by plating on JVN agar.Enterococcosel broth will be used for the isolation of newS. bovisstrains. In each case, approximately 1 g rumen digesta will be suspended in 10 mL media and briefly shaken. Aliquots will then be added by syringe to pre-sterilized Hungate tubes containing culture medium with an appropriate anaerobic gas headspace, followed by incubation at 39 °C until visible growth occurs. Samples will then be spread on agar plates and incubated in an anaerobic container until colonies form. Colony PCR and full-length 16S rRNA gene sequencing will be used for species identification.Bacteriophage pool preparation. We have adapted commonly used methods for phage pool preparation to reduce bias and achieve maximum diversity.Passage through 0.22 µm filters and the addition of chloroform are often used to remove bacterial contaminants from phage pools, but select against large and lipid-containing phages, respectively. Both are known to be present in the rumen and are widespread in gut environments. An additional consideration for reducing pool bias is the buffer used for extracting phages. For example, a wide range of bacteriophage isolation methods rely on the use of 10 mM sodium pyrophosphate, but this same concentration was found to reduce the viability of phage suspensions by 7 x 10-4in just 30 mins, and is actually used in protocols to generate phage deletion mutants. Potassium citrate buffers are also commonly used for eluting phages, but citrate has been reported to rapidly inactivate numerous phages. Thus, we use 250 mM glycine or 10% beef extract solutions, which more effectively maintain phage viability. Phages will be detached from soil and other solid particles by shaking in 250 mM glycine buffer (pH 8). Low speed centrifugation is used to remove larger particles and bacteria. The sample is then split into several aliquots, and subjected to various pool preparation methods, including direct enrichment, direct precipitation with polyethylene glycol 8000 (PEG), 0.45 μm filtration, and 0.22 µm filtration. Phage filtrates are concentrated byPEGprecipitation and resuspended in SM buffer. The 0.45 µm filtrate is split and half treated with chloroform. In this manner, we are able to recover a greater fraction of phage diversity, and also have some pools that have been purified of all bacterial contaminants. We have also developed a novel method for directly isolating phages for a specific host directly from an environmental sample (e.g., rumen and fecal samples) that is difficult to filter due to the presence of high molecular weight substances. We synthesized superparamagnetic nanoparticles (SNPs) conjugated to vancomycin (to promote binding to bacterial cell walls) and PEG (to increase binding to Gram-negative bacteria). These modified SNPs are then bound to an excess of the target host by incubation, and directly added to the environmental sample. Host-specific phages in the sample bind to the bacteria-SNP conjugates and can be harvested and concentrated magnetically.Bacteriophage isolation and characterization.We utilize three primary strategies for phage isolation, including direct plating, enrichment followed by plating, and prophage induction. To minimize labor and resource use, each phage pool is initially tested for lytic activity by spotting serial dilutions onto an agar overlay of the target host. If clearance is observed, plaque assays are used to isolate individual phages, which are then purified by repetitively streaking on host lawns until a uniform plaque morphology is achieved. If no clearance is observed from any pools created from a sample, rationally-selected pools from that sample are subjected to enrichment, and the enriched pools are then tested for lysis after purification and concentration. Additionally, enrichment cultures are prepared using the environmental sample (rather than pure cultures) with conditions selected to enhance the growth of the target host. For example, to increase the abundance of nativeFusobacteriumspecies within a rumen sample, we introduce small amounts into a minimal media containing either 50 mM lysine or lactate. In general, we have found that successfully enriching in this mannerresults in the isolation of large numbers of phages relative to amendment with an exogenous strain, though in some cases the latter is necessary.Two modified sequential, multi-host isolation methods develop by us will also be adapted to anaerobic conditions, and used to isolate phages. Method Ais used for bacterial hosts that form good lawns in agar overlays, while method Bwas designed for use with hosts that do not. These methods are biased towards the isolation of polyvalent phages because they include steps for the dilution of rapidly growing narrow host-range phages, and require growth on multiple hosts.Phages will be purified by plate streaking, and host-ranges will be verified using double-layer plate assays with each host.Prophage induction and adaptation.Isolating prophages by induction from bacterial genomes is highly advantageous forfastidiousand anaerobic bacteria, where the isolation of strictly lytic phages has proven to be extremely difficult. Moreover, temperate phages are known to outnumber lytic phages in the rumen. To induce prophages, cultures of individual strains are either subjected to heat treatment or exposed to sublethal levels of mitomycin C or norfloxacin until a decrease in optical density is observed. Phages are then harvested and characterized as usual.While temperate phages are not typically desired for microbial control applications, it is possible to isolate lytic mutants of temperate phages that have naturally-occurring deletions in genes known to be involved in the maintenance of lysogeny or in bacterial virulence. By doing so, temperate phages become lytic and can be used as any other natural strictly lytic phage. This method vastly enhances our ability to construct diverse phage cocktails that can infect a wide range of host strains.Evaluation of efficacy.Phage cocktail efficacy on selected rumen targets and potential off-target effects will be assessed using anaerobic batch cultures inoculated with rumen fluid and amended with phage cocktails. To ensure the presence of target hosts, some batches will be amended with either 105or 106cells/mL. Cocktails will be diluted such that individual phages will be added to batch cultures at concentrations of 0, 105or 108phages/mL. After 2 or 6 h incubation (108and 105phages/mL respectively), samples from each batch will be DNase treated to remove all extracellular DNA, heat-inactivated, subjected to standard DNA extraction, and analyzed by both RT-qPCR (for total 16S rRNA) and 16S rRNA gene sequencing.

Progress 09/01/20 to 04/30/22

Outputs
Target Audience:As the primary, overarching objective of the current project is to enhance the sustainability of the fed-cattle industry, we anticipate several different target audiences will be served by this research. The group most directly impacted by this project would be the cattle feedlot industry; specifically feedlot managers and veterinarians. Indirectly, this work would also impact the feed manufacturing and micronutrient industries, particularly stakeholders within product development. Additionally, we also anticipate that successful commercialization of this research will be economically beneficial for rural communities as improved profitability is expected to lead to increased job creation and workforce development. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?This project helped support three research staff, who benefited through both project-specific training activities (e.g., training innew methods of phage isolation)and professional development. In addition, lessons learned by project staff were disseminated to one graduate student and an undergraduate intern. How have the results been disseminated to communities of interest?Over the course of this project, results were routinely communicated with advisors and collaborators within the cattle industry. This included both feedlot management, collaborating academic researchers, and industry consultants. Moreover, confidentiality agreements were signed with several feed manufacturing companies and select data shared with their technical and strategic investment staff. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? The overarching goal of this SBIR Phase I project was to develop phage libraries to use as the basis of a product for controlling the abundance of select rumen microbial species associated with feed efficiency phenotypes in cattle. However, bacterial species often display large variation in their susceptibilities to phage infection, leading to substantial differences in product development requirements. Thus, the two key technical objectives we proposed were to: Identify rumen microbial genera and species associated with feed efficiency that are most permissive to phage infection. Assess the commercial practicality of using predefined phage cocktails for rumen microbiome manipulation. To accomplish these primary Phase I objectives, we proposed screening ruminal microbial species previously associated with cattle feed efficiency to identify those with the most potential for rapid product development and commercialization. Microbial groups related to feed efficiency within the rumen that we sought to target included methanogens (Methanobrevibacter sp.) and strongly correlated species (Fibrobacter sp.), lipolytic bacteria (Anaerovibrio lipolytica), hyper-ammonia-producers (Fusobacterium sp.), and lactic acid producers (Streptococcus bovis/Streptococcus equinus complex (SBSEC)). Our strategy involved developing methods for selectively enriching and isolating each target species, assessing their potential for phage isolation, and characterizing phage isolates in terms of genomic content, life cycle, host range, and production yields. Overall, our results strongly suggest that two target groups - Streptococcus and Fusobacterium - are the most suitable for continued research and commercial development. Major findings of the current project related to assessing the commercial practicality of phage-based biocontrol products are as follows: S. bovis and F. varium are both easily isolated from the rumen and more permissive to phage infection compared to the other species tested. F. varium is both ubiquitous and the most abundant member of the Fusobacterium genus in cattle rumen, though its presence has been widely overlooked. F. varium concentrations may be elevated in cattle with liver abscesses. Liver abscesses are often preceded by ruminal acidosis ("acidosis-rumenitis-liver abscess complex"). A product targeting both S. bovis and F. varium could significantly enhance feed efficiency and simultaneously reduce liver abscess occurrence. Phages for both S. bovisandF. varium produce high titer lysates, which are needed for commercial development. S. bovis phages are more effective at sustaining host inhibition but have narrow host ranges. Future efforts should focus on isolating additional phages and applying in vitro methods for host range expansion. F. varium phages are easily isolated and have wide host ranges but display lower inhibitory potential. Additional effort should be made to identify purely lytic phages and use in vitro adaptation to enhance their killing efficiencies.

Publications

  • Type: Journal Articles Status: Published Year Published: 2021 Citation: Schwarz, C., Mathieu, J., Laverde Gomez, J. A., Yu, P., & Alvarez, P. J. (2021). Renaissance for Phage-Based Bacterial Control. Environmental science & technology, 56(8), 4691-4701.


Progress 09/01/20 to 08/31/21

Outputs
Target Audience:As the primary, overarching objective of the current project is to enhance the sustainability of the fed-cattle industry, we anticipate several different target audiences will be served by this research. The group most directly impacted by this project would be the cattle feedlot industry; specifically feedlot managers and veterinarians. Indirectly, this work would also impact the feed manufacturing and micronutrient industries, particularly stakeholders within product development. Additionally, we also anticipate that successful commercialization of this research will be economically beneficial for rural communities as improved profitability is expected to lead to increased job creation and workforce development. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Nothing Reported How have the results been disseminated to communities of interest?Results are routinely communicated to our industrial and academic collaborators through the sharing of summary data files and during in-person or virtualmeetings. Certain findings, which were of substantial intellectual interest, have been reproduced by our academic collaborator. Ensuring data reproducibility is important to us and drives data sharing with our collaborators. Additionally, we have created an Advisory Board with both academic and industrial representatives to help facilitate communications. What do you plan to do during the next reporting period to accomplish the goals?We will continue to assess new methods for enriching and isolating the remaining bacterial species for which we have not obtained isolates and/or bacteriophages.

Impacts
What was accomplished under these goals? Cattle production is the most economically important US agricultural activity, but the industry is under pressure to improve sustainability as beef production uses more land and energy and has a higher global warming potential than other major protein sources. Improving feed efficiency is arguably the best approach for enhancing sustainability, as much of the cost and environmental footprint of cattle production is due to feed production. Improving cattle feed efficiency is arguably the best approach for increasing overall industry sustainability. Excluding cattle costs, feed costs remain the largest single expense to feedlots, and account for 50 to 75% of gross expenses over all stages of production. Drought and poor corn crops can further increase feed expenses; outcomes predicted to become more frequent due to climate change. It has been estimated that a 1% increase in feed efficiency has the same impact as a 3% increase in rate of gain, and would save the industry approximately $120 million per year. Furthermore, much of the environmental footprint of cattle production can be attributed to feed production.. Accordingly, there has been a substantial research effort into understanding and improving feed efficiency in cattle. Though numerous factors influence cattle feed efficiency, many recent studies have demonstrated that rumen microbiome composition plays a key role. Thus, methods for selectively engineering cattle rumen microbiomes could help improve cattle feed efficiency and industrial sustainability, but currently do not exist. In order to fill this industry need, this project aims to develop bacteriophages as tools for rumen microbiome engineering. The overarching goal of this project is to develop bacteriophage (phage) libraries that can control the abundance of select rumen microbial species that are associated with feed efficiency phenotypes in cattle. Individually or in combination, such libraries will serve as the basis for a series of minimum viable products (MVPs) needed to conduct proof-of-concept studies and obtain customer validation. The key objectives we seek to accomplish are: Identify rumen microbial genera and species associated with feed efficiency phenotypes that are most permissive to phage infection. Assess the commercial practicality of using predefined phage cocktails for rumen microbiome manipulation. Substantial progress has been made towards these objectives, and it is anticipated that both will be successfully completed prior to the end of the project performance period. Specifically, Streptococcus bovis and Fusobacterium varium have been identified as the most promising species for further product development due to their straightforward integration into our phage isolation and production workflows as well as permissiveness to phage infection. More than ten environmental isolates originating from different geographical sites were obtained for each species to serve as isolation hosts and assess phage host range. Using these isolates, we have subsequently isolated and sequenced the genomes of three strictly lytic phages for S. bovis. These phages have been tested individually and suppress the growth of their primary isolation host (S. bovis OC2C) for at least 36 hours. All have high nucleotide identity, similar genome structure, are approximately 37 kbp, and belong to the Siphoviridae family. Dozens of phages have also been isolated for F. varium, which we have verified to be the most abundant and prevalent Fusobacterium species in the cattle rumen. Importantly, this conflicts with decades of prior research and dogma, but our results are unequivocal and have now been validated by a collaborating university lab. We have sequenced the genomes of ten of these F. varium phages. Seven are highly similar, with 42 kbp genomes containing a large percent of hypothetical proteins. Another three phages were isolated with genomes ranging from 73.8 to 80.7 kbp, though with high similarity as well. Phages with high nucleotide similarity are particularly useful when conducting in vitro adaptation as they more readily undergo recombination. However, genetic diversity is also sought to increase the chance each phage is targeting a different receptor (to decrease the development of resistance). Thus, to obtain more genetically diverse phages, we also developed a RAPD-PCR method which enables the rapid differentiation of phage types without the need for extensive characterization or sequencing. From a commercial perspective, we have established robust workflows that are capable of serving as a continual phage isolation pipeline for these two species. Moreover, we have successfully produced titers greater than 109 PFU/mL for most of our phage candidates. This is important for ensuring financial viability, as production yields are primary determinants of manufacturing costs. Overall, we are well on our way to derisking the proposed technology and establishing proof-of-concept to justify future research efforts.

Publications