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A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre, Tasmanian Institute of Agricultural Research, University of Tasmania, Hobart, Tasmania 7005 Australia

A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

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Page 1: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

A Tool to Manage Vibrio parahaemolyticus growth in Australian

Oysters

Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin

Food Safety Centre, Tasmanian Institute of Agricultural Research, University of Tasmania, Hobart, Tasmania 7005

Australia

Page 2: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

INTRODUCTION

Page 3: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Actual situation www.usatoday.com (19th October ’09)

Page 4: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Actual situation

• Low numbers of food poisoning cases in Australia

Uncertainties:-Oyster species-Geographical locations

• Some countries already have action levels for Vp • Codex is considering action levels

Page 5: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Microbial Hazards

• Filter-feeders: biological contamination in water accumulation

• Pathogens likely to occur in Australian oysters are virus, Vibrio spp and toxins

• Vibrios are salt tolerant and occur naturally in estuaries

abtest
Data source: ABARE Australian Fisheries Statistics 2007t: tonnes, data 06-07
Page 6: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Vibrio spp.

• Vibrio illnesses are mostly caused by V. cholerae, V. vulnificus and V. parahaemolyticus

Temperature (oC) NaCl (% )

Range Optimum Range Optimum

V. cholerae 10-43 37 0.1-4.0 0.5

V. vulnificus 8-43 37 0.5-5.0 2.5

V. parahaemolyticus 5-43 37 0.5-10 3

abtest
Data source: ABARE Australian Fisheries Statistics 2007t: tonnes, data 06-07
Page 7: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Vibrio parahaemolyticus (Vp)

• Is a curved, rod-shaped, gram-negative bacterium

• Pathogenic & non-pathogenic strains

60oC 15min

• Raw, undercooked or mishandled seafood

Post-harvest: outgrowth!

abtest
Data source: ABARE Australian Fisheries Statistics 2007t: tonnes, data 06-07
Page 8: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Commercial supply chain

• Why cold chain?

Influence of water temperatureSalinity Air temperature after harvest Length of refrigeration until consumption (appropriate)

• What is cold chain?

Primary production Final consumption

Page 9: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Predictive microbiology

• Knowledge of response of microorganisms to different environmental conditions: TEMPERATURE

√SGR= 0.2016x(T-14.3339)x{1-exp[0.0113x(T-55.3482)]}

• Mathematical model is an algorithm describing the effects of different factors on microbial viability

Page 10: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Aim

To develop a predictive model for V. parahaemolyticus growth in live Australian

Oysters that can be used to design commercial supply chains and reduce consumer health risk.

Page 11: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

RESULTS

Page 12: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

V. parahaemolyticus growth rate in live Australian Pacific Oysters

00.10.20.30.4

0.50.60.70.80.9

10 15 20 25 30 35

time (hours)

squ

are

roo

t g

row

th r

ate

Model development: data

VPOYS_14.9_OCT

0

0.51

1.52

2.5

33.5

4

0 50 100 150 200

time

logc logc

Fit 1

VPOYS_30.4_OCT

0

12

34

5

67

8

0 20 40 60 80

time

logc logc

Fit 1

Page 13: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

V. parahaemolyticus growth rate in live Australian Pacific Oysters

00.10.20.30.40.50.60.70.80.9

10 15 20 25 30 35

time (hours)

squ

are

roo

t g

row

th r

ate

Model development: maths

V. parahaemolyticus growth rate in live Australian Pacific Oysters

00.10.20.30.40.50.60.70.80.9

10 15 20 25 30 35

time (hours)

squ

are

roo

t g

row

th r

ate

Observed

Predicted

√SGR= 0.2016x(T-14.3339)x{1-exp[0.0113x(T-55.3482)]}

Page 14: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Model evaluation

Vibrio parahaemolyticus growth rate in live Australian Oysters

00.10.20.30.40.50.60.70.80.9

10 15 20 25 30 35

time (hours)

squ

are

roo

t g

row

th r

ate

Predicted

PO (NSW)

SRO (NSW)

Page 15: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Model comparison

Vibrio parahaemolyticus growth rate in live Australian and American Oysters

00.10.20.30.40.50.60.70.80.9

10 15 20 25 30 35

time (hours)

squ

are

roo

t g

row

th r

ate Predicted

AO (US)

abtest
Judith (TCBS average plates 30-300 colonies)Miles ( Ta 8-45C, aw 0.936-0.995 with NaCl, 1strain (the fastest growing, Kanagawa-), mTSB (3%NaCl,pH8), OD at 540nm, gt calaculated with Gompertz, secondari model square root, Tamin=8.3C,Tmax=45.3C, RMSE=0.00595) FORMULA not taking into account aw parameterYoon (Ta 10-30,1 strain pathogenictrh+ and nonpathogenic, oyster slurry previously frozen and surface inoculated and incubated 10-30C,TCBS counts, SGR with modified Gompertz, secondari model XX), PATHOGENIC=0.00219(T-6.128)^2, NONPATHOGENIC=0.00207(T-5.760)^2
Page 16: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

CONCLUSIONS

Page 17: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

CONCLUSIONS and BENEFITS

1) This model demonstrates to industry the influence oftemperature on Vp growth

Allows oyster cold chain to be designed less prescriptive and

more flexible

2) Models should be developed for species and possibly a growing region.

Can show a distinction for Australian oyster industry

3) Vp didn’t grow at 15oC (PO), 28oC (SRO)

May provide Australian oyster industry with more cost-effective storage

tamplinm
what does "US" meanAre these really conclusions?
Page 18: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

ACKNOWLEDGEMENTS

• PhD scholarship (Seafood CRC, Oyster Consortium)

• EIPRS scholarship (UTAS)

• Supervisory team (Mark Tamplin, Tom Ross and John Bowman)

• Project team (UTAS, SARDI, NSW DPI, ASQAP in Tas-SA-NSW)

• Oyster growers (Tasmania, NSW, SA)

• Colleagues from UTAS

• My family

Page 19: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Very tasty, very

nutritious!!!

Page 20: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

“ This work formed part of a project of the Australian Seafood Cooperative Research Centre, and received funds from the

Australian Government’s CRCs Programme, the Fisheries R&D Corporation and other CRC Participants”.

Page 21: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Oyster Industry in AUS

Sydney Rock Oyster (Saccostrea

glomerata)

Pacific Oyster (Crassostrea gigas)

abtest
Data source: ABARE Australian Fisheries Statistics 2007t: tonnes, data 06-07
Page 22: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Safety Management

• Australian Shellfish Quality Assurance Program (ASQAP) Operation Manual, October 2006 (FSANZ standard 4.2.1)

– Storage conditions for consumption as raw product

Species Maximum days T (oC)

Pacific Oyster 6-7 ≤10 (24h)

Sydney Rock Oyster 9-10 Max 25 then ≤15 (72h)

Page 23: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Material & Methods

• Tasmanian Pacific Oysters • Inoculation • Storage conditions (15-30oC)

• Enumeration on TCBS

• Growth curves using DMfit (SGR)

• Secondary model (SGR at different T)

Page 24: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Material & Methods

• NSW Pacific Oysters (PO) and Sydney Rock Oysters (SRO) • Natural Vp

• Enumeration using MPN+PCR

• Storage conditions (15-30oC)

• Growth curves using DMfit (SGR)

Page 25: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Inoculation diagram

1. trh2. tdh3. tlh

1

23

Strains: 39 40 57 58 59 60

1) Drilling 2) Injection

Page 26: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

CONCLUSIONS BENEFITS

• Growth model (15-30oC): how fast Vp grows at different temperatures

• Tmin: 15oC (for PO: higher than the 10C recommended at the moment)

• Slower Vp growth in oyster than in broth: necessity of a different model than the one in broth available

• Vp viability is different in PO and SRO: this supports the idea that different oyster species show different behaviour

Page 27: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

TCBS

• Counts:1) Selective media for Vibrio spp

CFU/g= [(70+75)/2]*dilution factor

Page 28: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

MPN+PCR

MPN/g= MPN result*dilution factor

• Counts:1) Enrichment step 2) Vp confirmation(Most Probable Number) genetically

10-3 10-4 10-5

+ + + + + - - - -

Page 29: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Results: 4 parameters square-root ModelV parahaemolyticus in live CG oysters

0

0.2

0.4

0.6

0.8

1

10 15 20 25 30 35T (oC)

sq

rt(S

GR

)

Observed

Predicted

T (oC)Observed rate (log CFU/ h)

MPD (log)Predicted rate (log CFU/ mL)

(Predicted-Observed)2

15 0.0006 3.78 0.0008 3.3E-0818 0.0302 6.66 0.0341 1.5E-0520 0.0747 6.03 0.0617 1.7E-0426 0.1721 6.09 0.1856 1.8E-0430 0.2823 7.27 0.2762 3.7E-05

RMSE 0.01

Bf 1.05

Af 1.15

abtest
RMSE is a widely used measure of "goodness of fit": goodness of fit of a model to the data used to generate them
Page 30: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Results: Growth Profiles

30C

012345678

0 24 48 72time(h)

log

/mL

20C

0

1

2

3

4

5

6

7

0

24

48

72

96

12

0

14

4

time(h)lo

g/m

L

V. parahaemolyticus in live CG oysters 30oC

0

2

4

6

8

0 12 24 36 48 60time (h)

cou

nts

(lo

g c

fu/m

L)

Injected 1

Injected 2

Natural

V. parahaemolyticus in live CG oysters 20oC

0

2

4

6

8

0 24 48 72 96 120time (h)

cou

nts

(lo

g c

fu/m

L)

Injected 1

Injected 2

Natural

)

Page 31: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

FUTURE WORK

• Real performance of the model (oyster shipment with temperature loggers)

• Generating data for understanding of the differences between PO and SRO (bacterial profiles)

Page 32: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Results: Growth Profiles

V. parahaemolyticus in live PO (NSW) 28oC

0

1

2

3

4

5

0 10 20 30 41 51 61 71 81 92time (h)

cou

nts

(lo

g M

PN

/g)

V. parahaemolyticus in live SRO (NSW) 28oC

0

1

2

3

4

5

0 10 20 30 41 51 61 71 81 92time (h)

cou

nts

(lo

gM

PN

/g)

\

28oC

0

1

2

3

4

5

0 50 100time (h)

cou

nts

(lo

g M

PN

/g)

28oC

0

1

2

3

4

5

0 50 100time (h)

cou

nts

(lo

g M

PN

/g)

Page 33: A Tool to Manage Vibrio parahaemolyticus growth in Australian Oysters Judith Fernandez-Piquer, Tom Ross, John Bowman, Mark Tamplin Food Safety Centre,

Vibrio outbreaks in AUSV. cholerae:

–2006: 1 incident (imported whitebait), OzFoodNet

V. vulnificus:–1988-90: 4 incidents in NSW, 2 deaths (raw oysters) Kraa, 1995–1989-90: 3 cases in NSW septicaemia wound infection– 1991: 1 case in Victoria specticaemia Maxwell, 1991

• V. parahaemolyticus; –1977-84: incident in NSW (seafood at a restaurant), Davey 85– 1990: incident in Sydney (prawns from Indonesia), Kraa 95– 1992: 2 incidents (prawns), Kraa 95– 1992: 1 death (raw oyster), kraa 95– 2002: 1 incident (seafood), OzFoodNet– 2005: 1 incident (oysters), Anon 05–4 cases in 1992 nacrozis

•1995-02: no outbreaks related to Vibrio but noroviurs, HepA and Salmonella.• Oysters:

– 2001-07: unknown, norovirus and Salmonella. Data source: OzFoodNet

abtest
Yoon CG Korea, Ta 20-30C,SGR modified Gompertz, secondari square root model, PATHOGENIC 0.00723(T-20.31)^2, NONPATHOGENIC 0.00718(T-17.79)^2Parveen CV US, Ta 5-30C, Baranyi in DMfit, no secondary model. Zhen-quan salmon, inoculated 1 strain tdh+, China, Ta 16-35C, modified Gompertz, square root model, TCBS counts