Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of...

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Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology [email protected] NIH Microbiome Symposium: July 2013 Eggerthella lenta

Transcript of Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of...

Page 1: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Moving towards a metagenomic basis of therapeutics

Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology [email protected] NIH Microbiome Symposium: July 2013

Eggerthella lenta

Page 2: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

A brief footnote in the pharmacology textbooks

“The microflora residing in the GI tract can metabolize a variety of drugs, which can reduce the amount available for absorption. Hydrolysis of esters and amides, reduction of double bonds, and nitro and diazo groups, dehydroxylation, dealkylation, deamination, acetylation, and esterification are some of [the] metabolic reactions mediated by gut microflora.”

– Handbook of Essential Pharmacokinetics, Pharmacodynamics, and Drug Metabolism for Industrial Scientists

“Drugs in the GI tract may be metabolized by the enzymes of the intestinal flora...before they gain access to the general circulation”

– Goodman & Gilman’s Pharmacological Basis of Therapeutics 12th edition

Page 3: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

The gut microbiome influences drug metabolism

Haiser and Turnbaugh, Science 2012

Page 4: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Microbial activation of drugs for IBD and arthritis

Anti- inflammatory effects

Side effects

Haiser and Turnbaugh, Pharm. Res. 2012

Page 5: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Azoreductases are widely distributed in the human gut microbiome

• Can exploit these enzymes

to deliver compounds to the

distal gut

• Do variations in

azoreductase activity alter

drug efficacy?

Haiser and Turnbaugh, Pharm. Res. 2012

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Gut microbes contribute to GI toxicity

• Structure solved for E. coli beta-glucuronidase

• High-throughput screening found 4 small molecule inhibitors

Wallace et al., Science 2010

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Inhibitors work on multiple bacterial species

Wallace et al., Science 2010

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Inhibitor rescues GI side effects

Wallace et al., Science 2010

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Can microbial metabolites interfere with host drug metabolism?

O O

O S

OH O

NH

OH acetaminophen sulfate O

O

N O OH OH

acetaminophen O

N HO OHH

OH

acetaminophen glucuronide

• p-cresol is associated with post-dose S/G ratio

• Competes for sulfonation

• Could impact toxicity by removing a major detoxification

pathway

Clayton et al., PNAS 2009

Page 10: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Microbial colonization alters host gene expression

• Liver gene expression was altered in conventionally raised

mice relative to germ-free

• Significant changes to the length of anaesthesia during

treatment with barbituates

Bjorkholm et al., PLoS ONE 2009

Page 11: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Focusing in on the cardiac glycosides

Henry Haiser Foxglove

¡ Widely used drug for heart failure and arrhythmia

¡ Slows heart rate, increases force and velocity of contractions, via Na/K ATPase target

¡ Narrow therapeutic range: symptoms include blurred vision, GI problems (anorexia, nausea, diarrhea, vomiting), and cardiovascular dysfunction

Page 12: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Foxglove

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Eggerthella lenta inactivates digoxin

SEM of E. lenta

• Serum concentration elevated by antibiotics

John Lindenbaum circa 1983; SEM from Saunders et al., 2009

Page 14: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Eggerthella lenta lives for arginine

Page 15: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Arginine inhibits digoxin reduction

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Up-regulation of a cytochrome operon by digoxin

Page 17: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

cgr operon is expressed at higher levels in low arginine conditions

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Induction requires an unsaturated lactone ring

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The cgr operon is unique to reducing strains

The cgr operon and two operons for sugar/small metabolite transport are missing from these two non-reducing strains

Page 20: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

CGR ratio predicts digoxin reduction efficiency

Page 21: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

   

Does dietary protein inhibit digoxin reduction?

• Arginine blocks digoxin reduction in vitro • Does this also occur in vivo?

Germ-free isolators:

Page 22: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Serum and urine digoxin levels altered by diet

• Serum and urine collected 4 hours following digoxin administration

• ELISA assay used to quantitate digoxin levels

Page 23: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Diet only significantly alters digoxin levels when colonized with the type strain of E.lenta

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Model for digoxin inactivation by the human gut microbiome

See Poster P14 Haiser et al., Science 341, 295-298 (2013)

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Needs and gaps

Need: gnotobiotics

Gaps: 1. Which bacterial taxa and metabolic pathways are involved? 2. How do microbial communities adapt to xenobiotics? 3. What are the relative contributions of host, microbial, and environmental

factors to pharmacokinetics and dynamics?

Page 26: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

The grand challenge

Image credit: Suzy Parker, USA Today

Page 27: Moving Towards a Metagenomic Basis of Therapeutics€¦ · Moving towards a metagenomic basis of therapeutics Peter J. Turnbaugh, Ph.D. Harvard FAS Center for Systems Biology pturnbaugh@fas.harvard.edu

Acknowledgements

Collaborators: Emily Balskus, Sunia Tranger (Harvard) Lynn Bry (HDDC Gnotobiotic Core) UNC Gnotobiotic Core

Funding from:

Visit us at turnbaugh.openwetware.org

Rachel

Henry

Kylynda An

Corinne

NIH, Harvard, General Mills, Ethicon, Harvard Digestive Disease Core