on e h e a l t h: f o o d metagenometrakr · me (andrea) padmini liz errol seth sasha mark reiter...

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1 ON E H E A L T H: F O O D MetagenomeTrakr

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Page 1: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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ON E H E A L T H: F O O DMetagenomeTrakr

Page 2: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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t h e e c o l o g y o f p a t h o g e n i c i t ye c o l o g y o f n u t r i t i o n

e c o l o g y o f h e a l t h

Page 3: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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GenomeTrakr

(Whole Genome Sequencing)5 million bases

WGS

Page 4: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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GenomeTrakr

Page 5: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Host Insect

Bacteria

Fungi

Virus

Protist

Archaea

AMR

Metagenomes MetagenomeTrakr

Page 6: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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MetagenomeTrakr

Page 7: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Farm to Fork Continuum

How will Metagenometrakr help this continuum?

Page 8: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

S P O I L A G E

Page 9: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Identifying Risk Factors

Amendments

Transportation

Water

Soil

Air

Plants

Page 10: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Plants

Soil

Air

Water

Page 11: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Monitor/Control True Phyllo

95% shared taxonomy (OTUs) between Controls and Phyllo samples

Page 12: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

A. “We live at the bottom of a sea of air”

B. Inanimate surface (plastic plant) for air monitoring and state of the art air sampler.

C. In the field placement of inanimate “monitor” next to live plant.

Page 13: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Diversity of Microbial Communities in Air Samples

collected from Vegetable Fields and Poultry Farms

Page 14: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

e c o l o g y o f m e t h o d s

e f f i c i e n c y o f m e t h o d s

Page 15: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie
Page 16: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Enriching Listeria monocytogenes from ice cream

Page 17: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Genomes from different hours of enrichment (H20, H36, & H40) cluster with WGS of pure isolates from Blue Bell ice cream listeriosis outbreak

Page 18: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie
Page 19: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

(quasi-metagenomic source tracking)

Page 20: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Page 21: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Enriching Salmonella from Papayas

Page 22: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie
Page 23: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Enriching Salmonella from Kratom

Page 24: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Metagenometrakr - Synthesis of Trakrs

TrakrCP, MicroChemTrakr Mitochontrakr, Insects in food,Fungal species

TrakrProtista, Cyclotrakr

Page 25: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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IMPACT OF METHYL BROMIDE ON SOIL MICROBIOTAGLOBAL SYMPOSIUM ON SOIL POLLUTION MAY 2018, ROME ITALY

Page 26: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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B A C T E R I A

CONTROL METHYL BROMIDE

Actinobacteria: ThermomonosporaceaeActinomadura and Actinoallomurus

Sphingobacteria: SphingobacteriaceaeMucilaginibacter (recently proposed novel genus)

Page 27: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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P R O T I S T S

CONTROL METHYL BROMIDE

500 million reads

Page 28: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Loss

Page 29: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Other genera < 3%

Bacillus

IN THE GREY

Page 30: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Page 31: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Christensenella minuta

Page 32: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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? ?

? ?

Page 33: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

“my backyard”

About 6-8 woody species

per hectare.

Amazonian rainforest

300 woody species per hectaire.

Page 34: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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The effect of infections on susceptibility toautoimmune and allergic diseases

N Engl J Med. 2002

Obesity

Page 35: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Autism

Obesity

IBS (Irritable Bowel Syndrome)

Cardiovascular

CDIC.difficile infectionDiabetes

Page 36: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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39 trillion microbial cells

57%

30 trillion human cells

43%

Page 37: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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2-20 million microbial genes

20,000 human genes

1000x

Page 38: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Page 39: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Ottesen, Ramachandran,Timme (ORS) Jarvis, Grim, (OARSA) Tadesse (CVM), Morin (ORA)

Page 40: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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Page 41: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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• Padmini Ramachandran M.S. CFSAN FDA

• Elizabeth Reed M.S. CFSAN FDA

• Mark Reiter PhD Virginia Tech

• Joshua Freeman PhD Virginia Tech

• Seth Commicheaux PhD U. Maryland

• Sasha Gorham M.S. NIH

• Errol Strain PhD CFSAN FDA

Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter

• Marc Allard CFSAN FDA

• Eric Brown CFSAN FDA

• Sandra Tallent CFSAN FDA

• Jie Zheng CFSAN FDA

• Rebecca Bell CFSAN FDA

• Rachel Binet CFSAN FDA

• Bob Sanderson Jonathon’s Sprouts

Page 42: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

T0 T1 T2 T3 T4

PI Bob Sanderson

Page 43: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

74 hours, Control top, CE bottom

3M Petri Films – noticing a suppressive effect

17 hours, Control top, CE bottom

Page 44: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Bacteria found in sprout water over 4 days

Page 45: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Fungi found in sprout water over 4 days

Page 46: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Protists found in sprout water over 4 days

Page 47: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

Enterobacteriaceae

Page 48: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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BMC Microbiology 2013

Page 49: ON E H E A L T H: F O O D MetagenomeTrakr · Me (Andrea) Padmini Liz Errol Seth Sasha Mark Reiter •Marc Allard CFSAN FDA •Eric Brown CFSAN FDA •Sandra Tallent CFSAN FDA •Jie

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