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Small Molecules from the Human Microbiota Michael Fischbach, PhD University of California, San Francisco

Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

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Page 1: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Small Molecules from the Human Microbiota

Michael Fischbach, PhD

University of California, San Francisco

Page 2: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

One handful of soil: 10,000,000,000 microbes 100,000 different species

Page 3: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

1. How do microbes interact with each other, and with multicellular organisms?

Page 4: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Natural products: Medicinal relevance

70% of new antibiotics

60% of new anticancer drugs

50% of new immunosuppressants

Natural products as drugs (1981-2002)

Newman et al, J Nat Prod 66, 1022 (2003)

Page 5: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

The metabolic cost of a natural product

Page 6: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

The metabolic cost of a natural product

Ribosome Daptomycin synthetase

Parts 55 proteins, 3 RNAs 37 proteins

Size ~2600 kDa ~3000 kDa

Product Thousands of proteins One small molecule

Page 7: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

1. How do microbes interact with each other, and with multicellular organisms?

2. What are the natural roles of natural products?

Natural products mediate interspecies interactions.

Page 8: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Old paradigm of natural product discovery

Page 9: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Connecting molecules to genes

Page 10: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Connecting molecules to genes

Van Wageningen et al, Chem Biol (1998) 5, 155

Page 11: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Connecting molecules to genes

Page 12: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Connecting genes to molecules

Page 13: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Connecting genes to molecules

Page 14: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Connecting genes to molecules

Page 15: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

From genome to biosynthetic gene clusters

Page 16: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

From gene cluster to molecule

Page 17: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Genomics reveals cryptic natural products

Oiiynyk et al, Nat Biotechnol 25, 447 (2007)

Page 18: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Genomics reveals cryptic natural products

Oiiynyk et al, Nat Biotechnol 25, 447 (2007)

Page 19: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Automating gene cluster identification

Peter Marnix Jan Cimermancic Medema Claesen

Cimermancic, Medema, Claesen et al, Cell (2014) 158, 412

Page 20: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Automating gene cluster identification

Cimermancic, Medema, Claesen et al, Cell (2014) 158, 412

Page 21: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Biosynthetic genes in the human microbiome

Cimermancic, Medema, Claesen et al, Cell (2014) 158, 412

Page 22: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Gene clusters in the human microbiome

Mohamed Donia

Donia et al, Cell (2014), 158, 1402

Page 23: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Microbiome gene clusters: Facts and figures

Average gut: 599 gene clusters Average oral cavity: 1,061 gene clusters

Saccharides predominate, but other classes well represented

Well-studied gene clusters are rare

Donia et al, Cell (2014), 158, 1402

Page 24: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Thiopeptide antibiotics

Page 25: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Thiopeptides bind the 50S subunit

Harms et al, Mol Cell (2008) 30, 26

Page 26: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Thiopeptides bind the 50S subunit

Harms et al, Mol Cell (2008) 30, 26

Page 27: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Gene clusters for thiopeptide antibiotics

Wieland Brown et al, Proc Natl Acad Sci (2009) 106, 2549

Page 28: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Gene clusters for thiopeptide antibiotics

Wieland Brown et al, Proc Natl Acad Sci (2009) 106, 2549

Page 29: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Thiopeptides from the human microbiota

Donia et al, Cell (2014), 158, 1402

Page 30: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Thiopeptides from the human microbiota

Donia et al, Cell (2014), 158, 1402

Page 31: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Thiopeptides from the human microbiota

Donia et al, Cell (2014), 158, 1402

Page 32: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Other thiopeptide clusters in the microbiota

Donia et al, Cell (2014), 158, 1402

Page 33: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

CJ Guo

Page 34: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Present in 92% of gut samples from HMP Guo et al, Cell (2017), in press

Page 35: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Guo et al, Cell (2017), in press

Page 36: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Present in 92% of gut samples from HMP Guo et al, Cell (2017), in press

Page 37: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Guo et al, Cell (2017), in press

Page 38: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

From 6 clusters in E. coli and B. subtilis, 32 molecules (all but two are new)

Guo et al, Cell (2017), in press

Page 39: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Guo et al, Cell (2017), in press

Page 40: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Guo et al, Cell (2017), in press

Page 41: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Guo et al, Cell (2017), in press

Page 42: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

A widely distributed gut gene cluster family

Guo et al, Cell (2017), in press

Page 43: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Microbiota: Largest endocrine organ?

Justin Sonnenburg, Tim Meyer

Page 44: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Trp metabolism: Different end products

Page 45: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Large differences at the strain level

Kraal et al, PLOS One (2014) 9, e97279

Page 46: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Trp metabolism: Different end products

Page 47: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

IS: Uremic solute from the gut microbiota

Level in humans: 10-200 mg/day

Strongly correlated with disease

A single gene responsible for its production; its levels vary widely among people

http://www.usrds.org/atlas.aspx Devlin et al, Cell Host Microbe (2016), 20, 709

Page 48: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Single gene responsible for IS production

Devlin et al, Cell Host Microbe (2016), 20, 709

Page 49: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Single gene responsible for IS production

Producers Bacteroides thetaiotaomicron VPI-5482 Bacteroides ovatus ATCC 8483 Bacteroides uniformis ATCC 8492

Non-Producers Bacteroides fragilis NCTC 9343 Bacteroides vulgatus ATCC 8482 Bacteroides caccae ATCC 43185

Devlin et al, Cell Host Microbe (2016), 20, 709

Page 50: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Modulating IS production in mice

Devlin et al, Cell Host Microbe (2016), 20, 709

Page 51: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Synthetic communities with defined output

CJ Guo, Masanori Funabashi, Dylan Dodd, Will Van Treuren

Page 52: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Synthetic communities with defined output

CJ Guo, Masanori Funabashi, Dylan Dodd, Will Van Treuren

Page 53: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Synthetic communities with defined output

CJ Guo, Masanori Funabashi, Dylan Dodd, Will Van Treuren

Page 54: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Synthetic communities with defined output

CJ Guo, Masanori Funabashi, Dylan Dodd, Will Van Treuren

Page 55: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Synthetic communities with defined output

Page 56: Small Molecules from the Human Microbiota...Human Microbiota Michael Fischbach, PhD University of California, San Francisco One handful of soil: 10,000,000,000 microbes 100,000 different

Acknowledgements Fischbach Group Collaborators Ariel Brumbaugh Fredrik Backhed Roger Linington Erin Chen Yasmine Belkaid Dan Littman Masanori Funabashi Jeff Bluestone Averil Ma Chunjun (CJ) Guo Jon Clardy Sarkis Mazmanian Amy Jacobson Pieter Dorrestein Marnix Medema Isabel Kolinko Stanley Hazen Tim Meyer Aedan Liu Jun Huh David Relman Eric Lubeck Katherine Lemon Justin Sonnenburg Colleen O’Loughlin Wendell Lim Peter Turnbaugh Jakub Rajniak Chris Voigt Anthony Rush Funding Brianna Williams Agilent

BASF Laura Brown Burroughs Wellcome Fund Jan Claesen David and Lucille Packard Foundation Peter Cimermancic DARPA Sloan Devlin Glenn Foundation Mohamed Donia HHMI-Simons Faculty Scholar Laurens Kraal NIH (Pioneer, New Innovator, NIDDK, NIAID) Tiffany Scharschmidt Novartis Mao Taketani Pfizer Yug Varma W.M. Keck Foundation Michael Zimmermann UCSF Center For Systems/Synthetic Biology