2017 NAMI Meat Industry Summit, San Diego, CA April 3-5, Keith E. Belk
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1 2017 NAMI Meat Industry Summit, San Diego, CA April 3-5, 2017 Keith E. Belk Professor & Monfort Chair Center for Meat Safety & Quality Department of Animal Sciences Colorado State University Fort Collins
2 Building Knowledge Concerning AMR? Fight Misinformation
3 What Antibiotic Resistance is NOT... Antibiotic Residues in your meat Images:
4 Antibiotic Residues U.S. National Residue Program tests for different chemical compounds & classes, including veterinary drugs, pesticides, and metals. In 2014, a total of 6,066 residue samples were collected & 0.16% (10) were violative (FSIS, 2015). Food Safety and Inspection Service. United States National Residue Program for Meat Poultry and Eggs FY 2014 Residue Sampling Results
5 Packer Math for Probability of a Mutant Superbug killing you The frequency of an AMR mutation is small for a one bp change and for two bp change (Martinez & Baquero, 2000). 10% of the U.S. is estimated to be immunocompromised (Freed, 2002). 15% of American s develop a foodborne illness each year, including viral (CDC, 2015). [P] = % chance* *This is a rough model to illustrate the low likelihood of occurrence based on only a few estimations. Number of bacteria, along with many other factors, would be considered in a formal model. Freed, Gary L. "Expected adverse events in a mass smallpox vaccination campaign." Effective Clin Pract (2002). Martinez, J. L., and F. Baquero. "Mutation frequencies and antibiotic resistance." Antimicrobial agents and chemotherapy 44.7 (2000): Center for Disease Control and Preventio
6 What is antibiotic resistance? When cattle were administered Excede, resistance did not differ between the day it was given & 26 days later. antibiotic treatment 0.01% Resistant 0.10% Resistant 0.01% Resistant
7 How is antibiotic resistance transmitted? Photo: Source: Nature Reviews Genetics, Soucy et al., 16: (2015)
8 Horizontal Transfer of AMR Genes Bacteriophages infect an estimated to bacterial cells each second... FIG 1 Two novel lytic coliphages promote extensive plasmid DNA transformation. Data represent the numbers of antibiotic-resistant transformants obtained from DNA extracted from various phages lysates of ~108 E. coli MG1655 cells bearing ampicillin resistance plasmid Pbad24.
9 Where does it come from? VFD
10 Next Generation Sequencing Technology Human Genome Project ( ): >13 Years ~$3 Billion 3 Billion BP Our metagenomics AMR study: 5 days $900 >8 Billion BP
11 Ecological Disconnect in AMR Studies? 100s to 1000s of Cattle 1g from animals 1 to 5 Colonies 1 or 2 Species AMDs Conclusions about Risks? ~20-30 kg feces/day bacteria per gram Fecal Microbiome >1000 bacterial species Firmicutes Proteobacteria Actinobacteria Bacteroidetes E. coli What Do We Want to Represent?
12 Abundance of Resistance Genes Generally Declines During Feeding (Source: Noyes et al., 2016) More abundant at placement More abundant at shipping soil water feces spectinomycin aminocoumarin aminoglycoside MLS tetracycline phenicol β-lactam sulfonamide bacitracin fluoroquinolone permeability genes polymyxin B rifampin modulatory genes efflux pumps Class of Resistance Genes Log-Fold Change in Abundance
13 Most bacterial species are less abundant in post-fabrication samples (Source: Noyes et al., 2016) Less abundant in postfabrication samples Log-Fold Change More abundant in postfabrication samples
14 AMR genes NOT identified in postfabrication samples (Source: Noyes et al., 2016) 0.12% 0.10% feces soil water Relative Abundance 0.08% 0.06% 0.04% 0.02% 0.00% Placement Shipping Truck Holding Post-fab
15 AMR in Effluent from Hospitals vs. Farms Source: Rowe et al., 2017, J Antimicrob Chemother
16 AMR in Conventional vs Natural Products (Source: Rovira et al., 2016) 1500 Conventional 1500 CONV-D CONV-F Natural NAT-F AMRnormsparse 1000 Production Conventional Natural AMRnormsparse 1000 ORG-D Production CONV-D CONV-F NAT-F ORG-D Conventional Production Natural CONV-D CONV-F NAT-F ORG-D Production
17 Microbiome by niche (Source: Rovira et al., 2016) Feces +Bacteroidetes +Firmicutes Soil +Proteobacteria +Actinobacteria WW +Proteobacteria
18 Resistome (single facilities; n = 4) by Species
19 Bait Pull-Down w/ Enrichment: AMR Hits/1M Reads Beef Poultry Swine WWTP
20 Improved Detection of 48 Classes of Resistance/Rirulence lipopeptide (daptomycin, 19 hits, poultry) BUT this gene was not in bait design arsenic - nickel - gold - paraquat - magnesium - acid - chromium - biguanide - metronidazole - aluminum - peroxide - phenolic compound - manganese - lead
21 Development of Bioinformatics/Analytics: Alignment vs. Hidden Markov Model Classification Source: Lakin et al., 2017 Sequence reads classified as hits against AMR sequences using Alignment (BWA) vs. HMM (Meta- Marc). Use of HMM is very important in low-abundance, but enriched, rinsate samples; it is more tolerant of variants, & so will allow us to find more genes & more with SNPs MEAT RINSATE Resistance Gene Drug Class
22 In Bacteria: Two Plasmid CRISPR-Cas9 System Plasmid Cas9 Plasmid Cas9 Plasmid CRISPR Double-strand DNA break Without repair Cell Death With repair Genome editing or Genome engineering CRISPR-Cas System in Bacteria
23 CRISPR-Cas9 Results against E. coli O157: H7 pcrispr (Log CFU/reaction) pcrispr w/bsai (Log CFU/reaction) pcrispr w/stx (Log CFU/reaction) Repeat Repeat pcrispr (Control) pcrispr w/bsai pcrispr w/stx CRISPR-Cas System in Bacteria
24 So, what is Antibiotic Resistance? Time & DNA Transfer Microbial Ecology Group (MEG) at CSU
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