SlideShare a Scribd company logo
Emergence of monophasic
Salmonella Typhimurium in
the US: Looking through
the Minnesota VDL
Keyhole
September 19, 2016
The world today
• Dynamic context  problems (diseases)
arising and fainting
• Big data era  information bias?
– We are now much more capable of keeping track
of changes
– Always good?  Infoxication: discriminate
between data and information!
Salmonella… a moving target
• A challenging bug to tackle!
– One of the most common and economically important
zoonotic diseases in the world
– Multiple hosts, multiple reservoirs!
• Food animals (poultry, swine, cattle…)
• Exotic companion animals
• Food and feed contamination
– Stable incidence over time
One bacteria… multiple names!
• Two species (S. enterica), six subspecies (S. enterica subsp. enterica),
over 2,500 serotypes (<100 concerning)
• Some host-pathogen adaptation (certain serotypes)
• Reporting issues (sampling, typing...)  hard to establish baseline
situation (in reservoirs)
• Dynamic situation
 Artifacts
 True variations
Salmonella in swine (Foley et al., 2008) Salmonella in humans (CDC, 2016 )
Salmonella I 4,5,12:i:-?
• S. Typhimurium variant (S. I 4,5,12:i:1,2) 
does not express phase 2 flagella
• Rarely reported before the 90s
(underreporting?)
• “Emerging” since then!
– US: among the top five serotypes from human
clinical cases since 2011 (>5%, 474% increase since
2002) (CDC)
– Europe: 3rd most common serotype (>7%)
Origin?
• Traditionally linked to S. Typhimurium
• Animal source?
– Poultry, cattle, companion animals..
– And pigs (and pork products)
• 3rd most frequent serovar in Europe in 2011
• Not picked up in NARMS data (sample size?)
• Causative agent of several large foodborne
outbreaks
So what is a S. I 4,5,12:i:-?
• Multiple ways of defining it (PFGE, MLST, phage
typing)  ≈S. Typhimurium
• Still… variability on profiles (Spanish clone vs.
European clone)  multiple independent emergence
events?
• The AMR layer of complexity: ASSuT strains
Can Veterinary Diagnostic
Laboratories help?
• Were in fact used as sources of information in the past!
(NARMS 1996-2006)
• Discontinued due in part to selection bias
– Representative of sick animals (food chain)
– Uncertainty about true status of the animals (other processes?)
– Biased (partial) reality
Still…
• Sick animals are part of herd (at one point)
– May represent source of exposure for other animals
– Can help to describe (part of the) real situation in the
farm
• So we hypothesize that analysis
of VDL data may help us to
better understand evolution of
Salmonella serotypes over time
in pigs, and detect differences in
trends…check the weather!
– Careful not to overestimate!
What we know about data
quality… in data from the VDL
• Reasons for submission?
• Origin of the sample?
• Clinical significance of isolates?
• Selection of antibiotics for susceptibility
testing
Objective
• To explore the usefulness of the (MN)
VDL data to detect changes in the
ecology (predominant serotypes, AMR
profiles) of Salmonella in swine
• Model can be expanded to other targets
10 years of swine-Salmonella
interactions at the VDL
• 2006-2015
– 2,644 isolates recovered from 1,832 farms
(180-384 isolates per year, mean=281)
– 2,537 isolates (85% from tissue, 15% fecal)
– 2,513 serotyped isolates  79 serotypes
Exclusion of repeated serotype-AMR from the
same farm within one month, no AMR data
Serotypes over time at the
VDL
21%
15%
12%
7%
7%
5%
4%
29%
Looking for comparators: the
NARMS data
0
2
4
6
8
10
12
14
16
18
20
%Prevalence
NARMS: 2006-2013, n=947
0
5
10
15
20
25
%Prevalence
VDL: 2006-2015, n=2570
Associated with (likely) clinical
case in 34% of the cases
General AMR trends? ↓ AMR (<8% annual change)
• Ampicillin
• Ceftiofur
• Florfenicol
• Oxytetracycline
No trend
• Gentamicin
• Neomycin
• Sulfadimethoxine
• Trimethoprim-Sul
↑ AMR (99% annual)
• Enrofloxacin
70%
66%
37%
30%
51%
37%
89%
82%
1%
18%
Enrofloxacin is licensed for
its use in swine (apr 2008)
Trend at the MIC level?
• MICs recorded against enrofloxacin
Not all Salmonella are the same
• Also in terms of AMR!
Where do these come from?
• The question:
“Is this one successful clone or multiple clones
emerging from S. Typhimurium strains?”
– 2014-2015 monophasic swine (48) and non swine (3) isolates and 179
S. Typhimurium (47.5% swine) / 201 var. 5- (71% swine) recovered
from food animals at the VDL (2003-2012)
– 2014-2015 monophasic swine isolates and 465 (15.6% swine)
monophasic strains recovered from elsewhere
WGS
S. Typhimurium and S. monophasic
recovered at the VDL
2014-2015
(n=51)
(n=171)
(n=201)
*Swine (276/431)
Variability compared with
other monophasics?
VDL
Clade I
Clade II
(n=94)
(n=422)
VDL
*VDL (51/516)
Significance of subdivision? AMR
ASSuT
Carriage of Qnr resistance genes
No ASSuT
*Swine (121/516)
13/51 MVDL were R-Enrofloxacin
So in summary…
• Analysis of (MN)VDL data has revealed that:
1. Frequency of isolation of S. I 4,5,12:i:- from swine clinical
samples has increased since 2011(3rd in 2015)
2. S. I 4,5,12:i:- strains recovered from swine clinical samples
are not closely related with other S. Typhimurium strains
circulating in food animals
3. S. I 4,5,12:i:- strains are divided in two clades, with most
(US) swine isolates located in clade II, and human cases
located in both clades
4. R to enrofloxacin in swine clinical Salmonella isolates has
been increasing since 2008; in at least a subset of isolates
it is mediated by plasmid-borne qnr genes
Next steps
• Why is S. I 4,5,12:i:- becoming a
predominant strain?
• What is the mechanism behind the
increase in Enrofloxacin-resistance in
other serotypes?
• How can we combine data on AMR with
information on clinical significance and
antimicrobial use? (USDA, FDA funded
efforts)
Acknowledgements
• The ones doing the work!
– Samuel Hong, BSc
– Ehud Elnekave, DVM, PhD
– Shivdeep Singh, DVM
• Drs. Rovira, Davies, Perez and
Vannucci (UMN)
• Minnesota Veterinary Diagnostic
Laboratory
• Minnesota Department of Health
(D. Boxrud)
• STEMMA Lab
• Funding
– MnDrive Initiative

More Related Content

Viewers also liked

Dr. Steve Meyer - Pork Industry Economics Update
Dr. Steve Meyer - Pork Industry Economics UpdateDr. Steve Meyer - Pork Industry Economics Update
Dr. Steve Meyer - Pork Industry Economics Update
John Blue
 
Michael Reese - Electric and Thermal Energy Strategies for Minnesota Swine Farms
Michael Reese - Electric and Thermal Energy Strategies for Minnesota Swine FarmsMichael Reese - Electric and Thermal Energy Strategies for Minnesota Swine Farms
Michael Reese - Electric and Thermal Energy Strategies for Minnesota Swine Farms
John Blue
 
Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)
Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)
Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)
John Blue
 
Dr. Tanja Opriessnig - Update on novel experimental pig vaccine approaches
Dr. Tanja Opriessnig - Update on novel experimental pig vaccine approachesDr. Tanja Opriessnig - Update on novel experimental pig vaccine approaches
Dr. Tanja Opriessnig - Update on novel experimental pig vaccine approaches
John Blue
 
Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...
Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...
Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...
John Blue
 
Joe Smentek - Recent Legislative and Regulatory Impacts on Minnesota Agriculture
Joe Smentek - Recent Legislative and Regulatory Impacts on Minnesota AgricultureJoe Smentek - Recent Legislative and Regulatory Impacts on Minnesota Agriculture
Joe Smentek - Recent Legislative and Regulatory Impacts on Minnesota Agriculture
John Blue
 
Dr. Alex Morrow - Global Coordination of Animal Disease Research
Dr. Alex Morrow - Global Coordination of Animal Disease ResearchDr. Alex Morrow - Global Coordination of Animal Disease Research
Dr. Alex Morrow - Global Coordination of Animal Disease Research
John Blue
 
Dr. Jack Dekkers - Update on the host genetics of resistance to porcine diseases
Dr. Jack Dekkers - Update on the host genetics of resistance to porcine diseasesDr. Jack Dekkers - Update on the host genetics of resistance to porcine diseases
Dr. Jack Dekkers - Update on the host genetics of resistance to porcine diseases
John Blue
 
Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...
Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...
Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...
John Blue
 
Dr. Jeff Zimmerman - Developments in infectious disease surveillance
Dr. Jeff Zimmerman - Developments in infectious disease surveillanceDr. Jeff Zimmerman - Developments in infectious disease surveillance
Dr. Jeff Zimmerman - Developments in infectious disease surveillance
John Blue
 
Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...
Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...
Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...
John Blue
 
Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...
Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...
Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...
John Blue
 
Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...
Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...
Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...
John Blue
 
Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...
Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...
Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...
John Blue
 
Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...
Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...
Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...
John Blue
 
Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...
Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...
Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...
John Blue
 
Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...
Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...
Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...
John Blue
 

Viewers also liked (17)

Dr. Steve Meyer - Pork Industry Economics Update
Dr. Steve Meyer - Pork Industry Economics UpdateDr. Steve Meyer - Pork Industry Economics Update
Dr. Steve Meyer - Pork Industry Economics Update
 
Michael Reese - Electric and Thermal Energy Strategies for Minnesota Swine Farms
Michael Reese - Electric and Thermal Energy Strategies for Minnesota Swine FarmsMichael Reese - Electric and Thermal Energy Strategies for Minnesota Swine Farms
Michael Reese - Electric and Thermal Energy Strategies for Minnesota Swine Farms
 
Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)
Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)
Dr. Meggan Bandrick - The latest on Porcine Epidemic Diarrhea Virus (PEDV)
 
Dr. Tanja Opriessnig - Update on novel experimental pig vaccine approaches
Dr. Tanja Opriessnig - Update on novel experimental pig vaccine approachesDr. Tanja Opriessnig - Update on novel experimental pig vaccine approaches
Dr. Tanja Opriessnig - Update on novel experimental pig vaccine approaches
 
Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...
Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...
Dr. Jim Lowe - Big data and models: Are they really useful in disease managem...
 
Joe Smentek - Recent Legislative and Regulatory Impacts on Minnesota Agriculture
Joe Smentek - Recent Legislative and Regulatory Impacts on Minnesota AgricultureJoe Smentek - Recent Legislative and Regulatory Impacts on Minnesota Agriculture
Joe Smentek - Recent Legislative and Regulatory Impacts on Minnesota Agriculture
 
Dr. Alex Morrow - Global Coordination of Animal Disease Research
Dr. Alex Morrow - Global Coordination of Animal Disease ResearchDr. Alex Morrow - Global Coordination of Animal Disease Research
Dr. Alex Morrow - Global Coordination of Animal Disease Research
 
Dr. Jack Dekkers - Update on the host genetics of resistance to porcine diseases
Dr. Jack Dekkers - Update on the host genetics of resistance to porcine diseasesDr. Jack Dekkers - Update on the host genetics of resistance to porcine diseases
Dr. Jack Dekkers - Update on the host genetics of resistance to porcine diseases
 
Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...
Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...
Dr. Daniel Linhares - Update on Porcine Reproductive & Respiratory Syndrome (...
 
Dr. Jeff Zimmerman - Developments in infectious disease surveillance
Dr. Jeff Zimmerman - Developments in infectious disease surveillanceDr. Jeff Zimmerman - Developments in infectious disease surveillance
Dr. Jeff Zimmerman - Developments in infectious disease surveillance
 
Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...
Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...
Dr. Mike Roof - Impact of Porcine Reproductive & Respiratory Syndrome (PRRS) ...
 
Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...
Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...
Dr. PH Rathkjen - Porcine Reproductive & Respiratory Syndrome (PRRS) around t...
 
Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...
Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...
Dr. Hanchun Yang - Pathogenesis and control of Chinese highly pathogenic Porc...
 
Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...
Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...
Dr. Megan Niederwerder - The role of the microbiome in Porcine Reproductive &...
 
Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...
Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...
Dr. Bob Morrison, Dr. Carles Vilalta - Update from Swine Health Monitoring Pr...
 
Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...
Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...
Dr. Mike Apley - Antibiotics in the Future Tense: How the Last 5 Years Have S...
 
Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...
Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...
Dr. Scott Dee - Modeling the Survival of Foreign Animal Diseases in Feed Ingr...
 

Similar to Dr. Julio Alvarez - Emergence of Monophasic Salmonella Typhimurium in the US: Looking through the Minnesota VDL Keyhole

Dr. Matt Sturos - Impact of Senecavirus A in Neonate Pigs
Dr. Matt Sturos - Impact of Senecavirus A in Neonate PigsDr. Matt Sturos - Impact of Senecavirus A in Neonate Pigs
Dr. Matt Sturos - Impact of Senecavirus A in Neonate Pigs
John Blue
 
OS16 - 2.P2.a Advances and Gaps in Vaccine Modelling - R. Reeve
OS16 - 2.P2.a   Advances and Gaps in Vaccine Modelling - R. ReeveOS16 - 2.P2.a   Advances and Gaps in Vaccine Modelling - R. Reeve
OS16 - 2.P2.a Advances and Gaps in Vaccine Modelling - R. Reeve
EuFMD
 
The wood frog as a model to study the pathogenesis and host-pathogen interact...
The wood frog as a model to study the pathogenesis and host-pathogen interact...The wood frog as a model to study the pathogenesis and host-pathogen interact...
The wood frog as a model to study the pathogenesis and host-pathogen interact...
mgray11
 
Dr. Peter Davies - An Update From The Food Safety Symposium
Dr. Peter Davies - An Update From The Food Safety SymposiumDr. Peter Davies - An Update From The Food Safety Symposium
Dr. Peter Davies - An Update From The Food Safety Symposium
John Blue
 
Cattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdf
Cattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdfCattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdf
Cattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdf
MdAkhtaruzzamanSheik
 
Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...
Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...
Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...
John Blue
 
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
John Blue
 
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
John Blue
 
So many different kinds of mistakes: Or why systematic error is the 21st cent...
So many different kinds of mistakes: Or why systematic error is the 21st cent...So many different kinds of mistakes: Or why systematic error is the 21st cent...
So many different kinds of mistakes: Or why systematic error is the 21st cent...
Liliana Davalos
 
Dr. Robert Tauxe - Public Health Concerns About Resistant Foodborne Infections
Dr. Robert Tauxe - Public Health Concerns About Resistant Foodborne InfectionsDr. Robert Tauxe - Public Health Concerns About Resistant Foodborne Infections
Dr. Robert Tauxe - Public Health Concerns About Resistant Foodborne Infections
John Blue
 
Research Updates in SJIA & MAS - Grant Schulert
Research Updates in SJIA & MAS - Grant SchulertResearch Updates in SJIA & MAS - Grant Schulert
Research Updates in SJIA & MAS - Grant Schulert
Systemic JIA Foundation
 
Toxoplasmosis- a neglected tropical disease
Toxoplasmosis- a neglected tropical diseaseToxoplasmosis- a neglected tropical disease
Toxoplasmosis- a neglected tropical disease
Shumaila Taskeen
 
Navjot
NavjotNavjot
Navjot
san7777
 
Abdul wajid seminar
Abdul wajid seminarAbdul wajid seminar
Abdul wajid seminar
ismailzai
 
Emergence of antibiotic resistance in captive wildlife
Emergence of antibiotic resistance in captive wildlifeEmergence of antibiotic resistance in captive wildlife
Emergence of antibiotic resistance in captive wildlife
Bhoj Raj Singh
 
The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...
The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...
The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...
Waltham Centre for Pet Nutrition
 
Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...
Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...
Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...
John Blue
 
Internal Parasites Update
Internal Parasites UpdateInternal Parasites Update
Emerging Pathogens
Emerging PathogensEmerging Pathogens
Emerging Pathogens
sfyoder
 
Acariasis.ppt
Acariasis.pptAcariasis.ppt
Acariasis.ppt
PhomiOlivia
 

Similar to Dr. Julio Alvarez - Emergence of Monophasic Salmonella Typhimurium in the US: Looking through the Minnesota VDL Keyhole (20)

Dr. Matt Sturos - Impact of Senecavirus A in Neonate Pigs
Dr. Matt Sturos - Impact of Senecavirus A in Neonate PigsDr. Matt Sturos - Impact of Senecavirus A in Neonate Pigs
Dr. Matt Sturos - Impact of Senecavirus A in Neonate Pigs
 
OS16 - 2.P2.a Advances and Gaps in Vaccine Modelling - R. Reeve
OS16 - 2.P2.a   Advances and Gaps in Vaccine Modelling - R. ReeveOS16 - 2.P2.a   Advances and Gaps in Vaccine Modelling - R. Reeve
OS16 - 2.P2.a Advances and Gaps in Vaccine Modelling - R. Reeve
 
The wood frog as a model to study the pathogenesis and host-pathogen interact...
The wood frog as a model to study the pathogenesis and host-pathogen interact...The wood frog as a model to study the pathogenesis and host-pathogen interact...
The wood frog as a model to study the pathogenesis and host-pathogen interact...
 
Dr. Peter Davies - An Update From The Food Safety Symposium
Dr. Peter Davies - An Update From The Food Safety SymposiumDr. Peter Davies - An Update From The Food Safety Symposium
Dr. Peter Davies - An Update From The Food Safety Symposium
 
Cattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdf
Cattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdfCattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdf
Cattle-Parasites-and-their-Control-Lecturers-PkA2015Final1.pdf
 
Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...
Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...
Dr. Robert Tauxe - Antimicrobial Resistance and The Human-Animal Interface: T...
 
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
 
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
Dr. Peter Davies - Emerging Issues in Antibiotic Resistance Linked to Use in ...
 
So many different kinds of mistakes: Or why systematic error is the 21st cent...
So many different kinds of mistakes: Or why systematic error is the 21st cent...So many different kinds of mistakes: Or why systematic error is the 21st cent...
So many different kinds of mistakes: Or why systematic error is the 21st cent...
 
Dr. Robert Tauxe - Public Health Concerns About Resistant Foodborne Infections
Dr. Robert Tauxe - Public Health Concerns About Resistant Foodborne InfectionsDr. Robert Tauxe - Public Health Concerns About Resistant Foodborne Infections
Dr. Robert Tauxe - Public Health Concerns About Resistant Foodborne Infections
 
Research Updates in SJIA & MAS - Grant Schulert
Research Updates in SJIA & MAS - Grant SchulertResearch Updates in SJIA & MAS - Grant Schulert
Research Updates in SJIA & MAS - Grant Schulert
 
Toxoplasmosis- a neglected tropical disease
Toxoplasmosis- a neglected tropical diseaseToxoplasmosis- a neglected tropical disease
Toxoplasmosis- a neglected tropical disease
 
Navjot
NavjotNavjot
Navjot
 
Abdul wajid seminar
Abdul wajid seminarAbdul wajid seminar
Abdul wajid seminar
 
Emergence of antibiotic resistance in captive wildlife
Emergence of antibiotic resistance in captive wildlifeEmergence of antibiotic resistance in captive wildlife
Emergence of antibiotic resistance in captive wildlife
 
The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...
The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...
The Canine & Feline Oral Microbiota: Insights into the uniqueness of dental p...
 
Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...
Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...
Dr. Jeff Zimmerman - Things your epidemiologist never told your about surveil...
 
Internal Parasites Update
Internal Parasites UpdateInternal Parasites Update
Internal Parasites Update
 
Emerging Pathogens
Emerging PathogensEmerging Pathogens
Emerging Pathogens
 
Acariasis.ppt
Acariasis.pptAcariasis.ppt
Acariasis.ppt
 

More from John Blue

Jordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification Program
John Blue
 
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceFred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
John Blue
 
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyDr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
John Blue
 
Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962
John Blue
 
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
John Blue
 
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
John Blue
 
Dr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisDr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data Analysis
John Blue
 
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
John Blue
 
Dr. Curtis Young - Attracting And Protecting Pollinators
 Dr. Curtis Young - Attracting And Protecting Pollinators Dr. Curtis Young - Attracting And Protecting Pollinators
Dr. Curtis Young - Attracting And Protecting Pollinators
John Blue
 
Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages
John Blue
 
Sarah Noggle - Cover Crop Decision Tool Selector
 Sarah Noggle - Cover Crop Decision Tool Selector Sarah Noggle - Cover Crop Decision Tool Selector
Sarah Noggle - Cover Crop Decision Tool Selector
John Blue
 
Jim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJim Belt - Hemp Regulations
Jim Belt - Hemp Regulations
John Blue
 
John Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's Next
John Blue
 
Dr. Rajbir Bajwa - Medical uses of Marijuana
 Dr. Rajbir Bajwa - Medical uses of Marijuana Dr. Rajbir Bajwa - Medical uses of Marijuana
Dr. Rajbir Bajwa - Medical uses of Marijuana
John Blue
 
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
John Blue
 
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
John Blue
 
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
John Blue
 
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
John Blue
 
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityChristine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
John Blue
 
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
John Blue
 

More from John Blue (20)

Jordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification Program
 
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceFred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
 
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyDr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
 
Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962
 
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
 
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
 
Dr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisDr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data Analysis
 
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
 
Dr. Curtis Young - Attracting And Protecting Pollinators
 Dr. Curtis Young - Attracting And Protecting Pollinators Dr. Curtis Young - Attracting And Protecting Pollinators
Dr. Curtis Young - Attracting And Protecting Pollinators
 
Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages
 
Sarah Noggle - Cover Crop Decision Tool Selector
 Sarah Noggle - Cover Crop Decision Tool Selector Sarah Noggle - Cover Crop Decision Tool Selector
Sarah Noggle - Cover Crop Decision Tool Selector
 
Jim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJim Belt - Hemp Regulations
Jim Belt - Hemp Regulations
 
John Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's Next
 
Dr. Rajbir Bajwa - Medical uses of Marijuana
 Dr. Rajbir Bajwa - Medical uses of Marijuana Dr. Rajbir Bajwa - Medical uses of Marijuana
Dr. Rajbir Bajwa - Medical uses of Marijuana
 
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
 
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
 
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
 
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
 
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityChristine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
 
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
 

Recently uploaded

vonoprazan A novel drug for GERD presentation
vonoprazan A novel drug for GERD presentationvonoprazan A novel drug for GERD presentation
vonoprazan A novel drug for GERD presentation
Dr.pavithra Anandan
 
Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)
Josep Vidal-Alaball
 
CHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdfCHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdf
rishi2789
 
Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...
Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...
Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...
AyushGadhvi1
 
10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations   10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations
Traumasoft LLC
 
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.GawadHemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
NephroTube - Dr.Gawad
 
DECLARATION OF HELSINKI - History and principles
DECLARATION OF HELSINKI - History and principlesDECLARATION OF HELSINKI - History and principles
DECLARATION OF HELSINKI - History and principles
anaghabharat01
 
How to Control Your Asthma Tips by gokuldas hospital.
How to Control Your Asthma Tips by gokuldas hospital.How to Control Your Asthma Tips by gokuldas hospital.
How to Control Your Asthma Tips by gokuldas hospital.
Gokuldas Hospital
 
Ophthalmic drugs latest. Xxxxxxzxxxxxx.pdf
Ophthalmic drugs latest. Xxxxxxzxxxxxx.pdfOphthalmic drugs latest. Xxxxxxzxxxxxx.pdf
Ophthalmic drugs latest. Xxxxxxzxxxxxx.pdf
MuhammadMuneer49
 
Tele Optometry (kunj'sppt) / Basics of tele optometry.
Tele Optometry (kunj'sppt) / Basics of tele optometry.Tele Optometry (kunj'sppt) / Basics of tele optometry.
Tele Optometry (kunj'sppt) / Basics of tele optometry.
Kunj Vihari
 
SENSORY NEEDS B.SC. NURSING SEMESTER II.
SENSORY NEEDS B.SC. NURSING SEMESTER II.SENSORY NEEDS B.SC. NURSING SEMESTER II.
SENSORY NEEDS B.SC. NURSING SEMESTER II.
KULDEEP VYAS
 
Nano-gold for Cancer Therapy chemistry investigatory project
Nano-gold for Cancer Therapy chemistry investigatory projectNano-gold for Cancer Therapy chemistry investigatory project
Nano-gold for Cancer Therapy chemistry investigatory project
SIVAVINAYAKPK
 
Recent advances on Cervical cancer .pptx
Recent advances on Cervical cancer .pptxRecent advances on Cervical cancer .pptx
Recent advances on Cervical cancer .pptx
DrGirishJHoogar
 
Cell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune DiseaseCell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune Disease
Health Advances
 
CBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdfCBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdf
suvadeepdas911
 
NAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdf
NAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdfNAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdf
NAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdf
Rahul Sen
 
Osteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdfOsteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdf
Jim Jacob Roy
 
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdfCHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
rishi2789
 
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotesPromoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
PsychoTech Services
 
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
rishi2789
 

Recently uploaded (20)

vonoprazan A novel drug for GERD presentation
vonoprazan A novel drug for GERD presentationvonoprazan A novel drug for GERD presentation
vonoprazan A novel drug for GERD presentation
 
Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)
 
CHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdfCHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 1_ANTI TB DRUGS.pdf
 
Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...
Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...
Lecture 6 -- Memory 2015.pptlearning occurs when a stimulus (unconditioned st...
 
10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations   10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations
 
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.GawadHemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
 
DECLARATION OF HELSINKI - History and principles
DECLARATION OF HELSINKI - History and principlesDECLARATION OF HELSINKI - History and principles
DECLARATION OF HELSINKI - History and principles
 
How to Control Your Asthma Tips by gokuldas hospital.
How to Control Your Asthma Tips by gokuldas hospital.How to Control Your Asthma Tips by gokuldas hospital.
How to Control Your Asthma Tips by gokuldas hospital.
 
Ophthalmic drugs latest. Xxxxxxzxxxxxx.pdf
Ophthalmic drugs latest. Xxxxxxzxxxxxx.pdfOphthalmic drugs latest. Xxxxxxzxxxxxx.pdf
Ophthalmic drugs latest. Xxxxxxzxxxxxx.pdf
 
Tele Optometry (kunj'sppt) / Basics of tele optometry.
Tele Optometry (kunj'sppt) / Basics of tele optometry.Tele Optometry (kunj'sppt) / Basics of tele optometry.
Tele Optometry (kunj'sppt) / Basics of tele optometry.
 
SENSORY NEEDS B.SC. NURSING SEMESTER II.
SENSORY NEEDS B.SC. NURSING SEMESTER II.SENSORY NEEDS B.SC. NURSING SEMESTER II.
SENSORY NEEDS B.SC. NURSING SEMESTER II.
 
Nano-gold for Cancer Therapy chemistry investigatory project
Nano-gold for Cancer Therapy chemistry investigatory projectNano-gold for Cancer Therapy chemistry investigatory project
Nano-gold for Cancer Therapy chemistry investigatory project
 
Recent advances on Cervical cancer .pptx
Recent advances on Cervical cancer .pptxRecent advances on Cervical cancer .pptx
Recent advances on Cervical cancer .pptx
 
Cell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune DiseaseCell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune Disease
 
CBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdfCBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdf
 
NAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdf
NAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdfNAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdf
NAVIGATING THE HORIZONS OF TIME LAPSE EMBRYO MONITORING.pdf
 
Osteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdfOsteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdf
 
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdfCHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
 
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotesPromoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
Promoting Wellbeing - Applied Social Psychology - Psychology SuperNotes
 
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
 

Dr. Julio Alvarez - Emergence of Monophasic Salmonella Typhimurium in the US: Looking through the Minnesota VDL Keyhole

  • 1. Emergence of monophasic Salmonella Typhimurium in the US: Looking through the Minnesota VDL Keyhole September 19, 2016
  • 2. The world today • Dynamic context  problems (diseases) arising and fainting • Big data era  information bias? – We are now much more capable of keeping track of changes – Always good?  Infoxication: discriminate between data and information!
  • 3. Salmonella… a moving target • A challenging bug to tackle! – One of the most common and economically important zoonotic diseases in the world – Multiple hosts, multiple reservoirs! • Food animals (poultry, swine, cattle…) • Exotic companion animals • Food and feed contamination – Stable incidence over time
  • 4. One bacteria… multiple names! • Two species (S. enterica), six subspecies (S. enterica subsp. enterica), over 2,500 serotypes (<100 concerning) • Some host-pathogen adaptation (certain serotypes) • Reporting issues (sampling, typing...)  hard to establish baseline situation (in reservoirs) • Dynamic situation  Artifacts  True variations Salmonella in swine (Foley et al., 2008) Salmonella in humans (CDC, 2016 )
  • 5. Salmonella I 4,5,12:i:-? • S. Typhimurium variant (S. I 4,5,12:i:1,2)  does not express phase 2 flagella • Rarely reported before the 90s (underreporting?) • “Emerging” since then! – US: among the top five serotypes from human clinical cases since 2011 (>5%, 474% increase since 2002) (CDC) – Europe: 3rd most common serotype (>7%)
  • 6. Origin? • Traditionally linked to S. Typhimurium • Animal source? – Poultry, cattle, companion animals.. – And pigs (and pork products) • 3rd most frequent serovar in Europe in 2011 • Not picked up in NARMS data (sample size?) • Causative agent of several large foodborne outbreaks
  • 7. So what is a S. I 4,5,12:i:-? • Multiple ways of defining it (PFGE, MLST, phage typing)  ≈S. Typhimurium • Still… variability on profiles (Spanish clone vs. European clone)  multiple independent emergence events? • The AMR layer of complexity: ASSuT strains
  • 8. Can Veterinary Diagnostic Laboratories help? • Were in fact used as sources of information in the past! (NARMS 1996-2006) • Discontinued due in part to selection bias – Representative of sick animals (food chain) – Uncertainty about true status of the animals (other processes?) – Biased (partial) reality
  • 9. Still… • Sick animals are part of herd (at one point) – May represent source of exposure for other animals – Can help to describe (part of the) real situation in the farm • So we hypothesize that analysis of VDL data may help us to better understand evolution of Salmonella serotypes over time in pigs, and detect differences in trends…check the weather! – Careful not to overestimate!
  • 10. What we know about data quality… in data from the VDL • Reasons for submission? • Origin of the sample? • Clinical significance of isolates? • Selection of antibiotics for susceptibility testing
  • 11. Objective • To explore the usefulness of the (MN) VDL data to detect changes in the ecology (predominant serotypes, AMR profiles) of Salmonella in swine • Model can be expanded to other targets
  • 12. 10 years of swine-Salmonella interactions at the VDL • 2006-2015 – 2,644 isolates recovered from 1,832 farms (180-384 isolates per year, mean=281) – 2,537 isolates (85% from tissue, 15% fecal) – 2,513 serotyped isolates  79 serotypes Exclusion of repeated serotype-AMR from the same farm within one month, no AMR data
  • 13. Serotypes over time at the VDL 21% 15% 12% 7% 7% 5% 4% 29%
  • 14. Looking for comparators: the NARMS data 0 2 4 6 8 10 12 14 16 18 20 %Prevalence NARMS: 2006-2013, n=947 0 5 10 15 20 25 %Prevalence VDL: 2006-2015, n=2570 Associated with (likely) clinical case in 34% of the cases
  • 15. General AMR trends? ↓ AMR (<8% annual change) • Ampicillin • Ceftiofur • Florfenicol • Oxytetracycline No trend • Gentamicin • Neomycin • Sulfadimethoxine • Trimethoprim-Sul ↑ AMR (99% annual) • Enrofloxacin 70% 66% 37% 30% 51% 37% 89% 82% 1% 18% Enrofloxacin is licensed for its use in swine (apr 2008)
  • 16. Trend at the MIC level? • MICs recorded against enrofloxacin
  • 17. Not all Salmonella are the same • Also in terms of AMR!
  • 18. Where do these come from? • The question: “Is this one successful clone or multiple clones emerging from S. Typhimurium strains?” – 2014-2015 monophasic swine (48) and non swine (3) isolates and 179 S. Typhimurium (47.5% swine) / 201 var. 5- (71% swine) recovered from food animals at the VDL (2003-2012) – 2014-2015 monophasic swine isolates and 465 (15.6% swine) monophasic strains recovered from elsewhere WGS
  • 19. S. Typhimurium and S. monophasic recovered at the VDL 2014-2015 (n=51) (n=171) (n=201) *Swine (276/431)
  • 20. Variability compared with other monophasics? VDL Clade I Clade II (n=94) (n=422) VDL *VDL (51/516)
  • 21. Significance of subdivision? AMR ASSuT Carriage of Qnr resistance genes No ASSuT *Swine (121/516) 13/51 MVDL were R-Enrofloxacin
  • 22. So in summary… • Analysis of (MN)VDL data has revealed that: 1. Frequency of isolation of S. I 4,5,12:i:- from swine clinical samples has increased since 2011(3rd in 2015) 2. S. I 4,5,12:i:- strains recovered from swine clinical samples are not closely related with other S. Typhimurium strains circulating in food animals 3. S. I 4,5,12:i:- strains are divided in two clades, with most (US) swine isolates located in clade II, and human cases located in both clades 4. R to enrofloxacin in swine clinical Salmonella isolates has been increasing since 2008; in at least a subset of isolates it is mediated by plasmid-borne qnr genes
  • 23. Next steps • Why is S. I 4,5,12:i:- becoming a predominant strain? • What is the mechanism behind the increase in Enrofloxacin-resistance in other serotypes? • How can we combine data on AMR with information on clinical significance and antimicrobial use? (USDA, FDA funded efforts)
  • 24. Acknowledgements • The ones doing the work! – Samuel Hong, BSc – Ehud Elnekave, DVM, PhD – Shivdeep Singh, DVM • Drs. Rovira, Davies, Perez and Vannucci (UMN) • Minnesota Veterinary Diagnostic Laboratory • Minnesota Department of Health (D. Boxrud) • STEMMA Lab • Funding – MnDrive Initiative