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Accelerating TB Drug Discovery CDD Community Meeting October 1, 2009 Ken Duncan Senior Program Officer
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Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

Aug 19, 2020

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Page 1: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

Accelerating TB Drug Discovery

CDD Community MeetingOctober 1, 2009

Ken DuncanSenior Program Officer

Page 2: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

No estimate

0–999

10 000–99 999

100 000–999 999

1 000 000 or more

1000–9999

Estimated number of new TBcases (all forms)

1/3 of world population infected18 million prevalent cases8.8 million new cases1.6 million deaths700,000 deaths in HIV infected450,000 MDR cases

WHO declared TB a “Global Health Emergency” in 1993TB in 2005

Page 3: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Vaccination Diagnostics

Drugs

Isoniazid Preventive Treatment for Latent TB Infection

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Limited Antiquated Interventions

Page 4: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Needs Augment pipeline Treatment shortening

Impediments No biological understanding Few well-validated targets Lack of tools Poor assays

Response Develop a path to an ultra-short TB regimen

Genesis of the “TB Drug Accelerator” programTB Drug Discovery

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Page 5: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Framework

“PERSISTENCE”

Develop a strategy for systematically addressing persistence in the face of chemotherapy

Chemotherapy in humans

Time

Bac

teria

l bur

den

Data AnalysisAnimal Models BiomarkersImagingCross-cutting:

SequesteredSite

TolerantSubpopulation(s)

Other Mechanisms

environmentalsignal

stochastic

leadscompound screening

HypoxiaStarvation

StressMacrophage

Immune

Targets&

Assays

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Page 6: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Grantees

“PERSISTENCE”

A mix of single investigators and multi-disciplinary consortia, all working together

Chemotherapy in humans

Time

Bac

teria

l bur

den

Data AnalysisAnimal Models BiomarkersImagingCross-cutting:

SequesteredSite

TolerantSubpopulation(s)

Other Mechanisms

environmentalsignal

stochastic

Targets&

Assaysleadscompound

screening

HypoxiaStarvation

StressMacrophage

Immune

Single investigator

Multi-disciplinary consortium

GCGH

GCE

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Page 7: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Outputs

“PERSISTENCE”

Illustrative examples of recent progress

Chemotherapy in humans

Time

Bac

teria

l bur

den

Data AnalysisAnimal Models BiomarkersImagingCross-cutting:

SequesteredSite

TolerantSubpopulation(s)

Other Mechanisms

environmentalsignal

stochastic

Targets&

Assaysleadscompound

screening

HypoxiaStarvation

StressMacrophage

Immune

7

Page 8: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Imaging for TB Drug DiscoveryPre-clinical and clinical imaging technologies being developed

Raman spectroscopy ofretinoic acid in tissue

In vivo fluorescent andluminescent imaging

CT/PET imaging of pulmonary TB

Mass spec imaging

SPECT/CT imaging of TB-infected mice

Also: M. tuberculosis-specific imaging probes Bronchoscopic imaging methods

MRI of infected guinea pigs

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Page 9: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Imaging StudiesSynergy between pre-clinical and clinical imaging studies

Lesi

on o

xyge

nco

nten

t

Res

pons

e to

Rx

Dru

gpe

netr

atio

n/PK

NHP studies(Flynn/Barry)

Clinical trials(Young/Barry)

Pimonidazolestaining

F-MISO PET,probes for

microenvironment,

Mass specimaging

Mass specimaging

CT/PETimaging

CT/PETimaging

Deepenedunderstanding to

enable drugdiscovery and

drug trials

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Page 10: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Compoundlibrary

Phenotypic screen

Target

Post-genomic approach: - Transcriptomics, proteomics, metabolomics, etc - Whole genome resequencingof resistant mutant strains e.g. TMC207 and atpE few $100s/strain?

Host-relevant conditions: - Hypoxia - Nutrient starvation - Drug-induced tolerance - etc

Maximize diversity

+Hit

LeadTool

Chemical genomicsTargets and leads in one assay

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Page 11: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Compound Screening EffortsMultiple groups engaged from target validation through screening and analysis

Screening & lead identification• Whole cell screens for in vivo-like conditions (hypoxia, carbon starvation, growth

on lipids) (Nathan and Sherman)

• Interesting hits emerging from non-replicating persistence screens (Nathan)

• Fragment-based screening (Sherman)

Chemoinformatics• CDD has engaged multiple screening groups, improving data sharing and

screening efficiency

Target identification & validation• New genetic tools: over- and under-expressing libraries, conditional gene

expression (Schnappinger, Sherman)

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Page 12: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Isolated nodes: Galileo,Newton, Darwin, Einstein

Small groups: Watson and Crick

Large collaborations:Human Genome Project

A-L Barabási (Science, 29 April 2005)

Evolution of Scientific CommunitiesAccelerated progress through cooperation and collaboration

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Page 13: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Target discovery Target validation Assaydevelopment

Screening & hit-to-lead

LeadOptimization

Disease Mechanism• Metabolism of M.tb

within the granuloma• Contribution of the

immune systemFunctional Genomics• Interactome map• Genes associated

with adaptation topersistent cells

Primary screening• Screening against diverse

compound libraryMechanism of action• Suite of tools for target

identificationComputational/structure-based• Fragment-based screeningData analysis• Database of TB-active

compounds• Data-sharing environment

Imaging• Imaging tools for

pre-clinicaldevelopment

• Drug penetrationAnimal models• Assessment of the

relevance ofspecific animalmodels

• Defined PK/PD

Whole-cell/Phenotypic• Robust, well-

validated whole-cellphenotypic screenswith SOPs

• Novel target-specificwhole-cells screens

Models• Standardization of in

vitro and in vivomodels

Genetic• New genetics tools

for rapid,comprehensive targetvalidation

• List of validatedtargets

Chemical• Chemical validation

of drug targets

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Program OutputsNew insight and tools contributing to early stage TB drug discovery

Page 14: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

To accelerate TB drug discovery we need to:

Gain greater clarity on biology of persistent M.tuberculosis

Exploit the new biology with genetic and chemicalvalidation of potential novel targets

Improve understanding of predictive models Develop new tools to visualize and monitor disease

progression in real time Co-ordinate and co-operate

Summary

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Page 15: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Grand Challenges | Explorations

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Recognition that great ideas cancome from anywhere

Low burden of entry Focus on engaging new

scientists, new geographies Champion, not consensus review Low risk, high reward

Because more innovation is needed

Page 16: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation | 16

Nearly 10,000 applications from scientists in 100+ countries

Grand Challenges | ExplorationsGreat response to date

186 grants ($18.6 M) awarded in 28 countries

Topics and awards announced 2x year

Page 17: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Idea:• Molecular imprinting technology, used in chemical

industry• Create nanoparticles to “soak-up” circulating virus,

rendering them harmless

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Virus Sponge

Grand Challenges | Explorations

Page 18: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Idea:• Mosquitoes use light for short distance range-finding• They may be sensitive to light waves outside of range of

human vision

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Invisible Mosquito Net

Grand Challenges | Explorations

Page 19: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

An anti-viral Tomato

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Idea:• Edible foods, containing anti-virals, could provide

for more efficient delivery of new medicines• Grow tomatoes that produce compounds which kill

virus, but don’t damage tomato or people

Grand Challenges | Explorations

Page 20: Accelerating TB Drug Discovery...Data analysis • Database of TB-active compounds • Data-sharing environment Imaging • Imaging tools for pre-clinical development • Drug penetration

© 2009 Bill & Melinda Gates Foundation |

Do you have an idea for global health?

Round Four open through November 2, 2009 www.grandchallenges.org

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