The document outlines Stephanie Roto's thesis defense presentation on her research investigating the effects of feeding Original-XPCTM on modulating the cecal microbiota and inhibiting Salmonella survival in poultry hosts. Her research included in vitro assays examining Salmonella survival when treated with XPC and in vivo feeding trials analyzing how XPC impacts the cecal microbiota and Salmonella prevalence at different ages. Her results showed that XPC treatment led to a more rapid decrease in Salmonella survival by 24 hours and did not significantly alter the cecal microbial diversity between treatments but did increase with bird maturity.
Presentation slides for my PhD thesis dissertation on machine learning algorithm development to analyze multi dimensional genomic data such as microarrays
Presentation slides for my PhD thesis dissertation on machine learning algorithm development to analyze multi dimensional genomic data such as microarrays
This the presentation I gave for my thesis defense. It\'s entitled "Using bioclimatic envelope modelling to incorporate spatial and temporal dynamics of climate change into conservation planning".
Presentation from Master of Science thesis defense (Evaluation of Rapid Impact Compaction for Transportation Infrastructure Applications; July 15, 2011)
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Association mapping has been widely used to study the genetic basis of complex traits in human and animal systems and is a very efficient and effective method for confirming candidate genes or for identifying new genes (Altshuler et al., 2008). Association mapping is now being increasingly used in a wide range of plants (Rafalski, 2010), where it appears to be more powerful than in humans or animals (Zhu et al., 2008). Unlike linkage mapping, association mapping can explore all the recombination events and mutations in a given population and with a higher resolution (Yu and Buckler, 2006). However, association mapping has a lower power to detect rare alleles in a population, even those with large effects, than linkage mapping (Hill et al., 2008). Yan et al., (2010) demonstrated that the gene encoding β-carotene hydroxylase 1 (crtRB1) underlies a principal quantitative trait locus associated with β-carotene concentration and conversion in maize kernels has been identified through candidate gene strategy of association mapping.
This presentation illustrates the research study which I pursued during my M.S. program at the University of Tennessee-Knoxville. This is a qualitative Meta-Analysis of science teachers professional development in formative assessment.
Digital DNA-seq Technology: Targeted Enrichment for Cancer ResearchQIAGEN
Targeted DNA sequencing has become a powerful approach by achieving high coverage of the region of interest while keeping the cost of sequencing and complexity of data interpretation manageable. However, existing PCR-based target enrichment approaches introduce errors due to PCR amplification bias and artifacts, which significantly affects quantification accuracy and limit the ability to confidently detect low-frequency DNA variants. This webinar introduces a new digital sequencing approach that is based on the use of unique molecular indices (UMIs) - QIAseq Targeted DNA Panels. With UMIs, each unique DNA molecule is barcoded before any amplification takes place to correct for PCR errors. Detailed workflow and applications in cancer research will be presented. Join us and learn about this exciting novel digital DNAseq technology
An Overview of Genomic Selection and FertilityDAIReXNET
In this webinar, released July 18, 2016, Dr. Hansen joined us to discuss genomic selection as it relates to fertility traits. Learn about single nucleotide polymorphisms (SNPs), the challenges in selecting for reproductive traits, and some of the current work in overcoming those challenges.
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the third world countries are having the issue of hidden hunger or micronutrient deficiency. harvest plus is a CGIAR initiative with a mission of eradication of hidden hunger by 2020. the biofortification programmes are gaining their pace due to this organization.
Speaker: Benedict C. S. Cross, PhD, Team leader (Discovery Screening), Horizon Discovery
CRISPR–Cas9 mediated genome editing provides a highly efficient way to probe gene function. Using this technology, thousands of genes can be knocked out and their function assessed in a single experiment. We have conducted over 150 of these complex and powerful screens and will use our experience to guide you through the process of screen design, performance and analysis.
We'll be discussing:
• How to use CRISPR screening for target ID and validation, understanding drug MOA and patient stratification
• The screen design, quality control and how to evaluate success of your screening program
• Horizon’s latest developments to the platform
• Horizon’s novel approaches to target validation screening
International Journal of Pharmaceutical Science Invention (IJPSI)inventionjournals
International Journal of Pharmaceutical Science Invention (IJPSI) is an international journal intended for professionals and researchers in all fields of Pahrmaceutical Science. IJPSI publishes research articles and reviews within the whole field Pharmacy and Pharmaceutical Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
This the presentation I gave for my thesis defense. It\'s entitled "Using bioclimatic envelope modelling to incorporate spatial and temporal dynamics of climate change into conservation planning".
Presentation from Master of Science thesis defense (Evaluation of Rapid Impact Compaction for Transportation Infrastructure Applications; July 15, 2011)
Association mapping approaches for tagging quality traits in maizeSenthil Natesan
Association mapping has been widely used to study the genetic basis of complex traits in human and animal systems and is a very efficient and effective method for confirming candidate genes or for identifying new genes (Altshuler et al., 2008). Association mapping is now being increasingly used in a wide range of plants (Rafalski, 2010), where it appears to be more powerful than in humans or animals (Zhu et al., 2008). Unlike linkage mapping, association mapping can explore all the recombination events and mutations in a given population and with a higher resolution (Yu and Buckler, 2006). However, association mapping has a lower power to detect rare alleles in a population, even those with large effects, than linkage mapping (Hill et al., 2008). Yan et al., (2010) demonstrated that the gene encoding β-carotene hydroxylase 1 (crtRB1) underlies a principal quantitative trait locus associated with β-carotene concentration and conversion in maize kernels has been identified through candidate gene strategy of association mapping.
This presentation illustrates the research study which I pursued during my M.S. program at the University of Tennessee-Knoxville. This is a qualitative Meta-Analysis of science teachers professional development in formative assessment.
Digital DNA-seq Technology: Targeted Enrichment for Cancer ResearchQIAGEN
Targeted DNA sequencing has become a powerful approach by achieving high coverage of the region of interest while keeping the cost of sequencing and complexity of data interpretation manageable. However, existing PCR-based target enrichment approaches introduce errors due to PCR amplification bias and artifacts, which significantly affects quantification accuracy and limit the ability to confidently detect low-frequency DNA variants. This webinar introduces a new digital sequencing approach that is based on the use of unique molecular indices (UMIs) - QIAseq Targeted DNA Panels. With UMIs, each unique DNA molecule is barcoded before any amplification takes place to correct for PCR errors. Detailed workflow and applications in cancer research will be presented. Join us and learn about this exciting novel digital DNAseq technology
An Overview of Genomic Selection and FertilityDAIReXNET
In this webinar, released July 18, 2016, Dr. Hansen joined us to discuss genomic selection as it relates to fertility traits. Learn about single nucleotide polymorphisms (SNPs), the challenges in selecting for reproductive traits, and some of the current work in overcoming those challenges.
Advances in Genomics Research and Molecular Breeding in Dryland Crops through...apaari
Advances in Genomics Research and Molecular Breeding in Dryland Crops through Partnership for Achieving Food and Nutritional Security by Rajeev Varshney, ICRISAT, India
An Empirical Study on Faith-based Microfinance as an Alternative Tool of Poverty Alleviation. The doctoral study discussed the role of FBOs in microfinance.
the third world countries are having the issue of hidden hunger or micronutrient deficiency. harvest plus is a CGIAR initiative with a mission of eradication of hidden hunger by 2020. the biofortification programmes are gaining their pace due to this organization.
Speaker: Benedict C. S. Cross, PhD, Team leader (Discovery Screening), Horizon Discovery
CRISPR–Cas9 mediated genome editing provides a highly efficient way to probe gene function. Using this technology, thousands of genes can be knocked out and their function assessed in a single experiment. We have conducted over 150 of these complex and powerful screens and will use our experience to guide you through the process of screen design, performance and analysis.
We'll be discussing:
• How to use CRISPR screening for target ID and validation, understanding drug MOA and patient stratification
• The screen design, quality control and how to evaluate success of your screening program
• Horizon’s latest developments to the platform
• Horizon’s novel approaches to target validation screening
International Journal of Pharmaceutical Science Invention (IJPSI)inventionjournals
International Journal of Pharmaceutical Science Invention (IJPSI) is an international journal intended for professionals and researchers in all fields of Pahrmaceutical Science. IJPSI publishes research articles and reviews within the whole field Pharmacy and Pharmaceutical Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
Synbiotic effects of the Chitosana and Acinetobacter KU011TH on Hybrid catfis...piseysay2
Aquatic animal health management has become a crucial component in the goal of increasing catfish aquaculture
productivity. Additionally, hybrid catfish (Clarias gariepinus × C. macrocephalus) has been promoted as a highly
profitable freshwater fish in Asia. Interestingly, the crucial diseases induced by Aeromonas hydrophila have been
reported to greatly impede catfish production. To overcome this challenge, the aim was to investigate the effects
of the oral administration of potentially synbiotic chitosan (CH) and Acinetobacter KU011TH (AK) on the growth
performance, immunological responses, and disease resistance of hybrid catfish against A. hydrophila.
To form the basis of a respiratory disease model in rats by investigating the microbial distribution and composition in the lower respiratory tracts of normal rats. Methods: DNA was extracted from the intestine, trachea, bronchus and lung samples collected from healthy rats under sterile conditions. The 16S rDNA V4-V5 region was sequenced using Illumina high-throughput technology. Results: The sequencing results showed that there was no significant difference in abundance and species diversity of microbiota between the lower respiratory and the intestine. The microbiota structure analysis showed samples from lungs and intestinal shared similarity. However, the dominant species at the levels of phylum, family, and genus diverged. The similarity analysis showed that the lung microbiota were different from the intestines. The linear discriminant analysis showed significantly different species in different tissues; function prediction also showed different microbiota function in different tissues. Conclusions: These results suggest that bacterial colonization depends on the sample’s anatomical location. The human pathogen Acinetobacter lwoffii was also detected in the rat lower respiratory tract samples.
Presentation 18: Problems other than AHPND in EMS ponds, including the micros...ExternalEvents
http://www.fao.org/documents/card/en/c/28b6bd62-5433-4fad-b5a1-8ac61eb671b1/
International Technical Seminar/Workshops on Acute hepatopancreatic necrosis disease (AHPND)
Presented by Dr. Brecher at the 40th Annual Symposium "Diagnostic and Clinical Challenges of 20th Century Microbes", held on Nov 18, 2010 in Philadelphia.
Overview of C difficile Infections - Dr Steve Brecher - November 2010 Symposium
Thesis Defense Presentation
1. A Molecular Approach to
Understanding the Effects of Original-
XPCTM on the Modulation of the Cecal
Microbiota and the Survival of
Salmonella in the Poultry Host
Department of Food Science
University of Arkansas
Thesis Defense Presentation
Stephanie Roto
Advisor: Dr. Steven C. Ricke
April 8, 2016
1
2. My Credentials
B.S. in Molecular and Cellular Biology
Internship at research hospital
Analytical Microbiologist testing for Legionella
Incited my interest in foodborne/waterborne
pathogens
2
3. Thesis Project
Previous research with XPC*:
GIT morphology
Immunologic response
Growth performance
Pathogen reduction
Culture-independent analysis
*Jensen et al., 2007; Gao et al., 2008, 2009; El-Husseiny et al., 2010; Osweiler et al., 2010;
3
5. Chapter 1: Literature Review
Roto SM, Rubinelli PM, and Ricke SC. (2015) An introduction to the avian gut
microbiota and the effects of yeast-based prebiotic-type compounds as potential
feed additives. Front. Vet. Sci. 2:28. doi: 10.3389/fvets.2015.00028
5
6. Removal of Antibiotics in Food Animals
Drug resistant bacteria cause two million illnesses
and 23,000 deaths each year in the U.S.*
“By 2020… elimination of the use of medically-
important antibiotics for growth promotion in food
animals...”
“...non-traditional therapeutics for treatment of
human disease”
*CDC estimates
6
7. Pathogen Prevention in Poultry
Image borrowed from Dr. R. R. Punuru, NTR College of Veterinary Science
7
8. Prebiotic-Type Compounds
Term introduction by Gibson and Roberfroid, 1995
Food ingredient host health
1. Resistant
2. Fermentable
3. Stimulatory
Any compound lacking specificities set by Gibson
and Roberfroid
8
9. Goals of Research
Ch. 2: Evaluate the effect of XPC on the survival of
Salmonella in an in vitro assay
Ch. 2 & 3: Determine whether XPC has an impact on
the cecal microbiota of the poultry host
Ch. 2 & 3: Evaluate the effect of bird maturity on
the cecal microbiota of the poultry host
9
10. Research Hypotheses
Ch. 2: Treatment with XPC will inhibit the survival of
Salmonella in the cecal microbiota
Ch. 2 & 3: Treatment with XPC would alter the cecal
microbiota diversity
Cha. 2 & 3: The cecal microbiota diversity would
increase directly with bird maturity
10
12. Chapter 2: Experimental Design
Variable How
many?
Description
Trial 2 Identical experimental design; different set of birds at
different time of year
Biological replicates 3 Three Cobb 500 male broilers per sampling age
Treatments 4 XPC, Negative control, Cecal only control, and XPC +
Feed Control
Sampling age 3 14, 28, and 42 d
Plating timepoints 3 0 (baseline), 24, and 48 h
Microbiota sampling
timepoints
5 0, 6, 12, 24, and 48 h
Nalidixic acid resistant Salmonella Typhimurium (ST 97)
107 CFU/ml
12
13. Chapter 2. Each Biological Replicate
Inoculate
with ST 9724 h pre-
incubation
0 h
24 h
48 h
0 h
6 h
12 h
24 h
48 h
*Donalson et al., 2007
Treatments
13
NGS: Illumina
MiSeq
14. Chapter 2:Treatments
Treatment Cecal
slurry
Poultry
feed
XPC ST 97 Rationale
XPC ✓ ✓ ✓ ✓ Effects of XPC
Negative Control (NC) ✓ ✓ ✓ Ability of cecal microbial
populations to inhibit ST 97
with no XPC
Cecal Only Control
(CO)
✓ Baseline; birds were not
infected with Salmonella
prior to study
XPC + Feed Control ✓ ✓ ✓ Determine if the ability of
XPC to inhibit ST 97 is
dependent on the presence
of the cecal microbiota
24 h pre-
incubation
14
15. Results: Salmonella Survival
ST 97 survival in 28 d old birds treated
with XPC in Trial 1
ST 97 survival in 28 d old birds treated
with XPC in Trial 2
0.00
2.00
4.00
6.00
8.00
0 24 48
LogCFU/ml
Plating Timepoint (hours)
XPC
NC
CO
N.S. A
B
C
A
A
C
B
0.00
2.00
4.00
6.00
8.00
0 24 48
LogCFU/ml
Plating Timepoint (hours)
XPC
NC
CO
N.S.
A
A
A
B
B BC
Both trials revealed similar trends in treatment with XPC
Large variation in reduction
15
16. Results: Salmonella Survival
ST 97 survival in 42 d old birds treated
with XPC in Trial 1
ST 97 survival in 42 d old birds treated
with XPC in Trial 2
Both trials revealed similar trends
No significance among any treatments by 48 h
16
17. Results: XPC + Feed Control
Trial 2: 42 days
~6.0 log reduction of ST 97 across
time with inclusion of cecal slurry
~3.5 log reduction of ST 97 across
time with absence of cecal slurry
Trial 1: 28 days
~2.5 log reduction of ST 97 across
time with inclusion of cecal slurry
Log fluctuation, yet no overall
reduction in ST 97 with absence of
cecal slurry
17
18. Results: Phylum Level Analysis
Bacteroidetes
Firmicutes
Proteobacteria
Phylum
NCXPC
14 28 42
Sampling Age (days) Sampling Age (days)
Firmicutes most abundant in both trials
Proteobacteria much greater percentage of bacteria in trial 1
Bacteroidetes much greater percentage of bacteria in trial 2
Trial 1 Trial 2
14 28 42
18
19. Results: Salmonella Survival Recap
Trial 1: 28 days Trial 2: 28 days
0.00
2.00
4.00
6.00
8.00
0 24 48
LogCFU/ml
Plating Timepoint (hours)
XPC
NC
CO
N.S. A
B
C
A
A
C
B
0.00
2.00
4.00
6.00
8.00
0 24 48
LogCFU/ml
Plating Timepoint (hours)
XPC
NC
CO
N.S.
A
A
A
B
B BC
Trial 1: 42 days Trial 2: 42 days
19
20. Results: Family Level Analysis
Enterobacteriaceae
Lachnospiraceae
Ruminococcaceae
CONCXPC
Family14 28 42
Sampling Age (days) Sampling Age (days)
Trial 1 Trial 2
14 28 42
Relative abundances of the most abundant families balance out
20
21. Results: Shannon Diversity Index
A
AB
B
N.S.
N.S.
Shannon diversity index combines
species richness with species
abundance
Shannon
A) Trial 1
and B)
Trial 2
B
AB
A
N.S.
N.S.
Both trials show similar trends in
Shannon diversity:
Increases directly with age in XPC
No significance among NC and CO
Trial 1
Trial 2
ShannonDiversityIndex
ShannonDiversityIndex
Treatment/ Age
Treatment/ Age
21
22. Results: Chao1 Index
Chao1 index estimates the total number of species present in a community
Trial 1 Trial 2
*
14 days
28 days
42 days600
400
200
0
0 2500 5000 7500 10000
Sequences Per
Sample
SpeciesRichness
0 2500 5000 7500 10000
Sequences Per
Sample
Both trial exhibit similar trends
600
400
200
0
22
14 and 42 days P > 0.05
28 and 42 days P > 0.05
14 and 28 days P > 0.05
14 and 42 days P = 0.003
28 and 42 days P = 0.003
14 and 28 days P > 0.05
23. Results: Observed OTUs
OTUs use ≥ 97% sequence identity to group sequences into OTUs
NumberofOTUs
*
300
200
100
0
Trial 1 Trial 2
14 days
28 days
42 days
0 2500 5000 7500 10000
Sequences Per
Sample
0 2500 5000 7500 10000
Sequences Per
Sample
300
200
100
0
Both trial exhibit similar trends
23
14 and 42 days P > 0.05
28 and 42 days P > 0.05
14 and 28 days P > 0.05
14 and 42 days P = 0.003
28 and 42 days P = 0.003
14 and 28 days P > 0.05
25. Chapter 3: Experimental Design
Variable How
many?
Description
Biological replicates 24 Twenty-four Ross 708 male broilers per treatment per
sampling age
Treatments 4 Negative control, XPC, SAL, and XPC + SAL
Sampling ages
• Plating timepoints
• Growth
performance data
• Microbiota
sampling
3 16, 28, and 42 d
Salinomycin (SAL) 0.044 g/kg added only to grower diet ( 16 to 28 d)
XPC added at 1.25 g/kg in starter (0 to 16 d) and grower diet (16 to 28 d), decreased to 0.625 g/kg in finisher diet
(28 to 42 d)
25
26. Pooled
Samples
Chapter 3. Each Biological Replicate
M G1 G2 G3 G4
Library
Preparation
DNA
Extraction DNA
Extraction
Sequence
Analysis
PCR- Based
DGGE Analysis
Cecal microbial analysis via DGGE Cecal microbial analysis via NGS
26
27. Treatment Treatment Description XPC SAL
T1 Negative control (NC) -- --
T2 XPC 0.125% (starter & grower);
0.0625% (finisher)
--
T3 SAL -- 0.0044% (grower)
T4 XPC + SAL 0.125% (starter & grower);
0.0625% (finisher)
0.0044% (grower)
Chapter 3:Treatments
SAL = Salinomycin
27
28. The following two slides contain data
that I did not conduct and therefore is
not contained in my thesis. However,
this data is the first part of what will
(hopefully) be a two-part publication.
28
29. Results: Growth Performance
T2 and T4 exhibited significantly increased BW compared to both T1 and T3 while
inclusion rate was 0.125%
Reduction of XPC inclusion to 0.0625% rid of significant differences in
FCR
29
30. Results: Salmonella prevalence
Salmonella prevalence was most reduced in T4 at all three sampling ages
0.000
0.005
0.010
0.015
0.020
0.025
16 days
28 days
42 days
N.S.
N.S.
A
A
AB
B
B
AB
Group 16 d 28 d 42 d
T1 1 5 10
T2 0 3 6
T3 3 4 5
T4 0 1 1
Total 4/96 13/96 22/96
Frequency
30
32. T1 T2 T3 T4
T2 &
T4
Results: DGGE Analysis 42 days
32
33. Results: Shannon Diversity Index
Shannon diversity index most
influenced by bird maturity
Treatment Description
2.50
2.35
2.30
2.25
2.40
2.45
ShannonDiversityIndex
16 days 28 days 42 days
33
34. 700
600
500
400
300
200
100
0
16 and 42 days P = 0.003
28 and 42 days P = 0.003
16 and 28 days P > 0.05
Results: Chao1 Index
SpeciesRichness
Chao1 index estimates the total number of species present in a community
0 200 400 600 800 1000
Sequences per Sample
16 d
28 d
42 d
*
34
35. 0 200 400 600 800 1000
Sequences per Sample
16 and 42 days P = 0.003
28 and 42 days P = 0.003
16 and 28 days P > 0.05
350
300
250
200
150
100
50
0
Results: Observed OTUs
NumberofOTUs
16 d
28 d
42 d
*
OTUs use ≥ 97% sequence identity to group sequences into OTUs
35
36. Discussion of results
Ch. 2: Cecal microbiota maturity appears to be critical in
the reduction of Salmonella
Ch. 2: XPC treatment indicated a more rapid decrease
(by 24 h timepoint) in Salmonella at 42 d sampling age
Ch. 2 & 3: Neither in vitro assay or in vivo feeding trial
revealed significant differences in species diversity
among treatments
Ch. 2 & 3: In vitro assay and in vivo feeding trial indicated
similar species diversity and richness results in relation
to bird maturity
36
37. In vitro assay reveals similar results to the in vivo
feeding trial, attesting to the validity of the
methodology
DGGE indicated treatment attributing to the
stability of the cecal microbial populations
NGS: Illumina MiSeq revealed little detectable
contribution from treatment in the modulation of
cecal microbial populations
Discussion of methods
37
38. Conclusions
Poultry producers may want to consider using
interactive effects of both bird maturity in
collaboration with feed additives to improve host
health
38
39. Prepared Manuscripts for Publication
Chapter 3:
Roto SM, Park SH, Lee SI, Kaldhone P, Pavidis HO, McIntyre DR, Frankenbach SB, Striplin K,
Brammer L, and Ricke SC. Effects of feeding Original XPCTM to broilers with a live coccidiosis-
vaccine under industry conditions: Part 1. Growth performance and Salmonella inhibition.
Prepared for Poultry Science.
Roto SM, Park SH, Pavidis HO, McIntyre DR, Striplin K, Brammer L, and Ricke SC. Effects of
feeding Original XPCTM to broilers with a live coccidiosis-vaccine under industry conditions: Part
2. Cecal microbiota analysis. Prepared for Poultry Science.
In ovo literature review:
Roto SM, Kwon YM, and Ricke SC. Potential applications of in ovo technique for optimal
development of the gastrointestinal ract and establishment of its microbiome in the poultry.
Preparing for submission.
39
40. Acknowledgments
Committee: Drs. Steven Ricke, Jeff Lewis, Steven
Foley
Drs. Si Hong Park, Peter Rubinelli, and Sun Ae Kim
My Biomass lab members
Diamond V
40
41. References Used in the Presentation
Donalson LM, Woo-Kyun Kim VI, Chalova VI, Herrera P, Woodward CL, McReynolds JL, Kubena LF, Nisbet DJ, Ricke SC.
2007. In vitro anaerobic incubation of Salmonella enterica serotype Typhimurium and laying hen cecal bacteria in
poultry feed substrates and a fructooligosaccharide prebiotic. Anaerobe 13: 208-214.
Gao HJ, Zhang HJ, Yu SH, Wu SG,Yoon I, and others. 2008 Effects of yeast culture in broiler diets on performance and
immunolmodulatory functions. Poult Sci. 87:1377-1384.
Gao HJ, Zhang HJ, Wu SG, Yu SH, Yoon I , and others. 2009. Effects of Saccharomyces cerevisiae fermentation products
on immune functions of broilers challenged with Eimeria tenella. Poult Sci. 88:2141-2151.
Jensen GS, Patterson KM, Yoon I. 2007 Yeast culture has anti-inflammatory effects and activates NK cells. Comp,
Immunol, Micro, Infect Dis. 31:487-500.
Gibson R, Roberfroid M. 1995. Dietary modulation of the human colonic microbiota: introducing the concept of
prebiotics. J Nutr 125:1401-1412
Osweiler GD. 2010. Evaluation of XPC and prototypes on aflatoxin-challenged broilers. Poult Sci 89:1887-1893.
Roberfroid M. 2007. Prebiotics: The concept revisited. J Nutr 137:830-837
41