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Page 1: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Change the size of any window by dragging the lower right corner.  Use controls in top right corner to close or maximize each window.

What each widget does:

Facebook login

if you need help

shows speaker bios

download slides and more info

LinkedIn login

shows slide window

opens the Ask a Question box

Twitter login (#ScienceWebinar)

search Wikipedia

shows the audio media player

The Promise of the MicrobiomeFunction and Dysfunction in Humans and Beyond

Instructions for Viewers

Webinar Series

July 15, 2014

Page 2: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Brought to you by the Science/AAAS Custom Publishing Office

Sponsored by:

Participating Experts

David A. Relman, M.D.Stanford UniversityPalo Alto, CA

Jack A. Gilbert, Ph.D.Argonne National LaboratoryLemont, IL

Webinar Series

Rob Knight, Ph.D.HHMI / University of ColoradoBoulder, CO

The Promise of the MicrobiomeFunction and Dysfunction in Humans and BeyondJuly 15, 2014

Page 3: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

The Promise of the Microbiome: Function and Dysfunction in Humans and Beyond

David A. Relman, Stanford UniversityScience Webinar

July 15, 2014

Page 4: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

A bit of history Antony van Leeuwenhoek, 1683

(‘animalcules’)

“an unbelievably great company of living animalcules, a‐swimming more nimbly than any I had ever seen up to this time. The biggest sort. . . bent their body into curves in going forwards. . .” Razumov AS, 1932 (‘Great plate anomaly’) Moore W, 1975, 76; Savage DC, 1977

(cell counts, ecology)Relman et al.

Page 5: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

The Tree of Life(based on rRNA sequences)

Bacteria

Eukarya

Archaea

Pace NR. A molecular view of microbial diversity and the biosphere. Science 1997; 276:734

macroscopic life

Page 6: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Site-specific distributions of bacterial phyla inhealthy humans

Size of circles is proportionate to average number of species-level phylotypes per individual

Dethlefsen L et al., Nature 2007; 449:811-818

Hundreds to thousands of strains (colon)

Page 7: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Diversity comparisons across 22 body sites, 279 healthy humans

Zhou et al. Genome Biology 2013, 14:R1

Page 8: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Sources of variation in patterns of diversity

Space (habitat, body site) Individual Health status Host genetics Environmental exposures Diet Chemical/drug/mechanical disturbance Other aspects of lifestyle? (e.g. geography) Other mammals/hosts

Time (esp. early in life) Relman et al.

Page 9: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Community stability landscape

Shift in community state variables

Shift in environmental parameters

Costello EK et al.,Science 336, 1255 (2012)

Page 10: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Fraction of shared ‘strains’* within individuals (37) versus time interval

weeks

Faith JJ et al, Science (5 July) 2013

*100% similar over 16S rRNA V1-V2

Page 11: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Our ‘extended self’: human-microbe mutualismOur ‘extended self’: human-microbe mutualism

Our benefits (incomplete list) Food digestion Nutrition (vitamins, energy) Xenobiotic processing Metabolic regulation, cometabolism Development: terminal differentiation of mucosa “Education”, regulation of immune system Epithelial “homeostasis”, barrier integrity Colonization resistance to pathogens

1683

Turnbaugh P et al, Nature 449:804-810, 2007; Dethlefsen L et al, Nature 449:811-818, 2007

(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part human…)

Page 12: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Disturbance

Disturbances remove or kill some fraction of the community, creating opportunities for remaining community members or new colonists…effects directed at community and/or host Increasingly prominent in “modern” societies?

Relman et al.

Page 13: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Clinical problems associated with the indigenous microbiota

Chronic periodontitis Crohn’s disease & other IBD Irritable bowel syndrome Tropical sprue Antibiotic-associated diarrhea Pathogen colonization Bacterial vaginosis Premature labor and delivery

Relman et al.

Page 14: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

“pathogenic states”

“Community as pathogen”that is,

disease due to a community disturbance

Relman et al.

Page 15: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Clinical problems associated with the indigenous microbiota

Chronic periodontitis Crohn’s disease & other IBD Irritable bowel syndrome Tropical sprue Antibiotic-associated diarrhea Pathogen colonization Bacterial vaginosis Premature labor and delivery

Cause or effect?Initiating or propagating?Mono- or polyfactorial?

Relman et al.

Page 16: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Koch’s postulates (guidelines)“Die Aetiologie der Tuberculose”, Berlin, 1882

i. Parasite occurs in every case of the disease in question and under circumstances which can account for the pathological changes and clinical course of the disease

ii. Parasite occurs in no other disease as a fortuitous and nonpathogenic parasite

iii. After being fully isolated from the body and repeatedly grown in culture, the parasite can induce the disease anew (and be re-isolated)

Relman et al.

Page 17: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Molecular methods: criteria for causation*

• Association of “signature” with disease(specificity, sensitivity)

• Lower signature intensity (dose) in hosts, tissueswithout disease

• Signature intensity decreases with disease resolution,increases with relapse

• Signature predates disease• Correlation of signature with pathology• Nature of organism inferred from signature consistent

with known characteristics; phenotypes predicted• Reproducibility

(Fredricks DN, Relman DA. Clin Microbiol Rev 1996; 9:18-33)

* Adapted from Sir Austin Bradford Hill, 1965

e.g., sequences, transcripts, proteins, metabolites, phenotypes

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Gut microbial ecosystem: Undernutrition

Science 339, 530 (2013)Science 339, 548 (2013)

Page 19: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Gut microbial ecosystem: Undernutrition

Science 339, 530 (2013)Science 339, 548 (2013)

Page 20: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Future of therapeutic interventions?

Fabricius of Acquapendente(1537–1619)

January 16, 2013

Relman et al.

Page 21: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Personalized culture collections

Engineered probiotic strains

Future of therapeutic interventions?

Relman et al.

Page 22: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Study of the human microbiome: Challenges

Tracking, understanding sources of variation Getting at function Assessing possible causation

…But learning about human biology, health and disease

Relman et al.

Page 23: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

AcknowledgementsStanford University

Elies BikLiz Costello

Les DethlefsenWei-Ting LiuKatie ShelefDan DiGiulio

Diana ProctorSunje PampMiling Yan

& rest of Relman LabSusan Holmes (Statistics)

U. ColoradoAntonio Peña Rob Knight

U.C. San FranciscoGary ArmitagePeter Loomer

Michael Fischbach

Funding: NIH (NIDCR/OD/NIAID/NIGMS),US Navy, March of Dimes Foundation,

Keck Foundation, Helmsley Trust, Thomas & Joan Merigan Endowment

U.C. BerkeleyJill Banfield

U.C. San DiegoPieter Dorrestein

Page 24: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Brought to you by the Science/AAAS Custom Publishing Office

Sponsored by:

Participating Experts

David A. Relman, M.D.Stanford UniversityPalo Alto, CA

Jack A. Gilbert, Ph.D.Argonne National LaboratoryLemont, IL

Webinar Series

Rob Knight, Ph.D.HHMI / University of ColoradoBoulder, CO

The Promise of the MicrobiomeFunction and Dysfunction in Humans and BeyondJuly 15, 2014

Page 25: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

The MicrobiomeJack A GilbertJuly 15th 2014

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The Gut Brain Axis

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Diet and the microbiome influence circadian live function

Vanessa Leone, Sean Gibbons, Eugene Chang et al

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House 1 Dynamic Bayesian Network

Predicting Interactions between people and surfaces

Page 30: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Adding dogs into the mix make the interaction spacemore complex.

House 4 Dynamic Bayesian Network

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We can forensically identify physical connections between people

Young Couple living with a lodger ‐ you can identify the ‘relationship’ from the microbiome‐ you can also tell which parts of the house the lodger uses.

A young family (parents with 2 young boys) shows no such delineation.

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32

The Hospital Microbiome Project

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The Hospital Microbiome shifts towards a human microbiome following arrival of patients and staff

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Restroom Microbiome Project – Sterilizing Surfaces

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Restroom Microbiome Project – Succession influenced by Source

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Restroom Microbiome Project – Succession influenced by Source

Persistent Survivors?

Constant dispersal?

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Restroom Microbiome Project – Succession influenced by Source

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38The Microbiome: And why you should care! |

The future: Microbial profile in your medical records!

Page 39: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Tracing changes in microbial community structure

Figure Courtesy: Lawrence David and Eric Alm

Page 40: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Next Generation Automated Air Borne Pathogen Detection

www.inspirotec.com

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Current 30 node prototype

A 30‐node prototype is being developed for deployment in summer 2014 with internal funding from Argonne National Laboratory.

Page 44: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

Brought to you by the Science/AAAS Custom Publishing Office

Sponsored by:

Participating Experts

David A. Relman, M.D.Stanford UniversityPalo Alto, CA

Jack A. Gilbert, Ph.D.Argonne National LaboratoryLemont, IL

Webinar Series

Rob Knight, Ph.D.HHMI / University of ColoradoBoulder, CO

The Promise of the MicrobiomeFunction and Dysfunction in Humans and BeyondJuly 15, 2014

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To submit yourquestions, type them into the text box and

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Participating Experts

Sponsored by:

Brought to you by the Science/AAAS Custom Publishing Office

Webinar Series

David A. Relman, M.D.Stanford UniversityPalo Alto, CA

Jack A. Gilbert, Ph.D.Argonne National LaboratoryLemont, IL

Rob Knight, Ph.D.HHMI / University of ColoradoBoulder, CO

The Promise of the MicrobiomeFunction and Dysfunction in Humans and BeyondJuly 15, 2014

Page 80: The Promise of the Microbiome - Science...(Based on cell counts, we are 10 parts bacterial, 1 part human…and based on numbers of unique genes, we are 150 parts bacterial, 1 part

For related information on this webinar topic, go to:www.neb.com/microbiome

Look out for more webinars in the series at:

webinar.sciencemag.org

To provide feedback on this webinar, please e‐mailyour comments to [email protected]

Brought to you by the Science/AAAS Custom Publishing Office

Sponsored by:

Webinar Series

July 15, 2014

The Promise of the MicrobiomeFunction and Dysfunction in Humans and Beyond