Salmonella Transfer and Survival on Fresh-cut Fruits
Yingshu He, Ph.D.
Research associate Illinois Institute of Technology Institute for Food Safety and Health Bedford Park, Illinois, United States
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Salmonella Transfer and Survival on Fresh-cut Fruits Yingshu He, - - PowerPoint PPT Presentation
Salmonella Transfer and Survival on Fresh-cut Fruits Yingshu He, Ph.D. Research associate Illinois Institute of Technology Institute for Food Safety and Health Bedford Park, Illinois, United States 1 Background Salmonella outbreaks
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Salmonella outbreaks associated with fresh produce
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Salmonella outbreaks associated with fresh produce
Newport & Typhimurium
(by cases) Tomatoes Cantaloupes Cucumbers 81% (by cases)
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Cucumbers 2014 S.Newport outbreak 29 states, 275 cases, 48 hospitalized, 1 deaths Tomatoes 2006 S. Typhimurium outbreak 21 states, 183 cases, 22 hospitalized, 0 deaths 2002 S.Newport outbreak 510 cases Cantaloupes 2012 S. Typhimurium &
24 states, 261 cases, 94 hospitalized, 3 deaths
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Processing by cutting
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Processing by cutting
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Store at :
4℃, 90% ± 5% HM, Up to 7 days
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Proportion of S. Newport population (%) in fruits after each cutting
High inoculation High inoculation Low inoculation
95.66% 3.83% 0.39% 0.13% 4.34%
Tomato (CFU/cm^2)
1st_spl 2nd_spl 3rd_spl 4th_spl
96.20% 3.14% 0.62% 0.04% 3.80%
Tomato (MPN/cm^2)
1st_spl 2nd_spl 3rd_spl 4th_spl
95.87% 3.57% 0.43% 0.14% 4.13%
Cantaloupe (CFU/cm^2)
1st_spl 2nd_spl 3rd_spl 4th_spl
96.32% 1.26% 1.46% 0.95% 3.68%
Cantaloupe (MPN/cm^2)
1st_spl 2nd_spl 3rd_spl 4th_spl
71.42% 19.55% 6.61% 2.42% 9.03%
Cucumber (CFU/cm^2)
1st_spl 2nd_spl 3rd_spl 4th_spl
63.91% 27.76% 6.05% 2.28% 8.33%
Apple (CFU/cm^2)
1st_spl 2nd_spl 3rd_spl 4th_spl
A B C D E F
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Salmonella transfer rates (%) of cuttings vs 1st sample
— SN & ST on four fruits (10
7-10 8 CFU/ml)
✦Overall, transfer rate of 1st-2nd cut > rest cuttings ✦Cucumber & apple > tomato & cantaloupe
SN- Day1 SN- Day2 ST- Day1 ST- Day2 SN- Day1 SN- Day2 ST- Day1 ST- Day2 SN- Day1 SN- Day2 ST- Day1 ST- Day2 SN- Day1 SN- Day2 ST- Day1 ST- Day2 1st-2nd Cut 25.49% 37.91% 38.61% 24.88% 35.34% 18.70% 24.67% 44.53% 6.26% 2.59% 4.61% 5.88% 5.08% 7.31% 5.55% 9.10% 1st-3rd Cut 9.20% 14.61% 12.22% 12.77% 13.78% 6.09% 5.00% 21.87% 0.94% 0.32% 1.44% 3.43% 0.69% 2.08% 0.75% 2.44% 1st-4th Cut 3.58% 7.34% 5.24% 4.40% 3.34% 1.89% 2.19% 4.34% 0.38% 0.16% 0.40% 1.96% 0.13% 0.52% 0.32% 0.51% 0% 10% 20% 30% 40% 50% 60% 70%
Transfer rate (CFU/cm^2)
Transfer Rate (vs 1st sample)
1st-2nd Cut 1st-3rd Cut 1st-4th Cut Apple Cucumber Tomato Cantaloupe
* SN, Salmonella Newport. ST, Salmonella Typhimurium.
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* Transfer rate was calculated based on CFU/cm^2 for high inoculation level and MPN/cm^2 for low inoculation level.
3.37% 0.69% 0.05% 2.28% 2.02% 1.65%
0.00% 1.00% 2.00% 3.00% 4.00% 5.00% 6.00% 7.00% 8.00% 9.00% 10.00% 1st-2nd_spl 1st-3rd_spl 1st-4th_spl
Transfer rate (CFU/cm^2)* Sample
Tomato (High) Tomato (Low) Cantaloupe (High) Cantaloupe (Low)
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Survival of Salmonella on fresh-cut fruits and in blended juice at 4oC (XLD)
6.00 6.50 7.00 7.50 8.00 8.50 9.00 1 2 3 4 5 6 7 8
Log10 CFU/ml (High) Day
Mini Cucumber
Cum-Cube-SN Cum-Cube-ST Cum-Juice-SN Cum-Juice-ST
6.00 6.50 7.00 7.50 8.00 8.50 9.00 1 2 3 4 5 6 7 8
Log10 CFU/ml (High) Day
Gala Apple
Apl-Cube-SN Apl-Cube-ST Apl-Juice-SN Apl-Juice-ST
6.00 6.50 7.00 7.50 8.00 8.50 9.00 1 2 3 4 5 6 7 8
Log10 CFU/ml (High) Day
Tomato
Tom-Cube-SN Tom-Cube-ST Tom-Juice-SN Tom-Juice-ST
6.00 6.50 7.00 7.50 8.00 8.50 9.00 1 2 3 4 5 6 7 8
Log10 CFU/ml (High) Day
Cantaloupe
Clp-Cube-SN Clp-Cube-ST Clp-Juice-SN Clp-Juice-ST
A B C D
* SN, Salmonella Newport. ST, Salmonella Typhimurium. 12
RNA-Seq library preparation
Store at :
4℃, 90% ± 5% HM, For 1 hour
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RNA-Seq data analysis flow chart
cDNA library Sequencing e.g. HiSeq Fastq file FastQC Trimmomatic (adaptor removal) Differential expression analysis Blast2Go (edgeR) Reference strain Annotation (.gff) Samtool (.sam -> .bam) HiSat 2 (.fasta -> .sam) FastQC KEGG GSEA
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Gene differential expression analysis (volcano plots)
Differential Expression (DE) Results
500 1000 1500 2000 2500 3000 3500 4000 4500 5000
Total DE Down-regulated
198 160 358 4306 4881 166 159 325 4306 4881
Tom1h-Bpw1h Clp1h-Bpw1h
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Maltose
(extracellular)
Maltose Fructose-6P Sucrose Cellulose Cellodextrin Glucose
Glycolysis
Galactose Fructose Fructose-1P Fructose-1,6diP Glycer- aldehyde-3P Sorbitol Cellobiose-6P Glucose-6P Galactitol Galactitol-1P Tagatose-6P Glucose-6P Salicin Arbutin Fructose Cellobiose
(extracellular)
Sorbitol-6P Arbutin-6P Salicin-6P Cellobiose
S.Newport carbohydrate utilization on tomato and cantaloupe slices
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Maltose (extracellular) Maltose Fructose-6P Sucrose Cellulose Cellodextrin Glucose
Glycolysis
Galactose Fructose Fructose-1P Fructose-1,6 diP Glycer- aldehyde-3P Sorbitol Cellobiose-6P Glucose-6P Galactitol Galactitol-1P Tagatose-6P Glucose-6P Salicin Arbutin Fructose Cellobiose (extracellular) Sorbitol-6P Arbutin-6P Salicin-6P Cellobiose
S.Newport carbohydrate utilization on tomato and cantaloupe slices
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Maltose (extracellular) Maltose Fructose-6P Sucrose Cellulose Cellodextrin Glucose
Glycolysis
Galactose Fructose Fructose-1P Fructose-1,6 diP Glycer- aldehyde-3P Sorbitol Cellobiose-6P Glucose-6P Galactitol Galactitol-1P Tagatose-6P Glucose-6P Salicin Arbutin Fructose Cellobiose (extracellular) Sorbitol-6P Arbutin-6P Salicin-6P Cellobiose
S.Newport carbohydrate utilization on tomato and cantaloupe slices
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Nutrient (g /100g), selected Tomato Cantaloupe Carbohydrate 3.89 8.16 sugar, total 2.63 7.86 Sucrose —— 4.35 Glucose 1.25 1.54 Fructose 1.37 1.87 Maltose —— 0.04 Galactose —— 0.06 Starch —— 0.03 Amino Acids Tryptophan 0.006 0.002 Isoleucine 0.018 0.021 Leucine 0.025 0.029 Lysine 0.027 0.03 Methionine 0.006 0.012 Cystine 0.009 0.002 Phenylalanine 0.027 0.023 Tyrosine 0.014 0.014 Valine 0.018 0.033 Glutamic acid 0.431 0.209
Cantaloupe vs Tomato nutrition table*
* Source: USDA National Nutrient Database for Standard Reference Legacy April 2018 Software v.3.9.4 2018-05-17
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Citrate Cycle Arginine and proline metabolism
N-Acetyl- glutamate semi-aldehyde Up-regulated Not significantly regulated Involved in other pathways Glutamate N-Acetyl- glutamate N-Acetyl- glutamyl-P N-Acetyl-ornithine Ornithine
Carbamoyl-P
Glutamine
Nitrate (extracellular) Nitrate Nitrite Ammonia (NH3) Citrulline
Asparagine Aspartate
L- Arginosuccinate Arginine Fumarate
Nitrate and amino acid utilization of S. Newport on tomato slices
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Commonly up-regulated gene sets of S. Newport
0.00 5.00 10.00 15.00 20.00 25.00 30.00 Carbon utilization Carbohydrate derivative metabolism Multi-organism process (Virulence) amino acid metabolism Carboxylic acid metabolism Ion transport Ribosom bogenesis Binding (NADP/GTP/rRNA) transaminase activity Structural molecule activity (ribosome) Extracellular region Ribosomal subunit
NES GO Category
Clp_NES_Sum Tom_NES_Sum Biological Process Molecular Function Cellular Component
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This project is supported by the Agriculture and Food Research Initiative (AFRI) awards from the U. S. Department
Agriculture (NIFA).
Yan Qi
Shaoting Li
Ruin Chen Shimei Zhang Zihao Li Yuchen Tu Zhouyu Li Prinkesh Raka
Diane Stewart
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