SlideShare a Scribd company logo
Discovery and optimization of novel
small molecule HIV-1 entry inhibitors
using field-based virtual screening and
bioisosteric replacement
Simon Cocklin, Ph.D.
HIV-1 Global Burden
Group M viruses are the most widespread, accounting for ~99% of global infections
and can be further subdivided into nine distinct genetic subtypes, or clades. Clade B
is prevalent North America, Western Europe, and Australia. Clades A, C, and D are
most prevalent in Latin America, Africa and Asia.
Human Immunodeficiency Virus-1 (HIV-1) Life cycle and Intervention points
Attachment
e.g., sCD4
Fusion
e.g., T-20
Reverse Transcription
e.g., NRTIs
Integration
Translation
Transcription
Budding and Maturation
Viral Assembly
e.g., integrase
inhibitors
e.g., protease
inhibitors
Attachment of virus to cells
Fusion
Reverse Transcription
Integration
Transcription
Translation
Virus assembly
Budding and Maturation
In development – disrupts viral attachment to cellular receptors
In clinical use – disrupts the processes involved in viral and cell
membrane fusion
In clinical use – disrupts the process of changing the RNA
genome to DNA
In clinical use– disrupts the process of changing the RNA genome
to DNA
In clinical use – disrupts the HIV-1 protease maturation of viral
gene products
A. The envelope protein complex is a heterotrimer of three gp41 molecules
and three gp120 molecules, embedded in the viral envelope.
HR1
HR2
Entry of HIV-1 is a multistep process mediated by the Envelope complex
Schematic
Viral membrane
PDB code: 4NCO
Julien et al. (2013) Science. Dec. 20 (342(6165): 1477-83
gp120
gp41
A. The envelope protein complex is a heterotrimer of three gp41 molecules
and three gp120 molecules, embedded in the viral envelope
B. The first specific high affinity interaction occurs between CD4 and the
gp120 subunit of the envelope complex.
HR1
HR2
Entry of HIV-1 is a multistep process mediated by the Envelope complex
A. The envelope protein complex is a heterotrimer of three gp41 molecules
and three gp120 molecules, embedded in the viral envelope
B. The first specific high affinity interaction occurs between CD4 and the
gp120 subunit of the envelope complex.
C. This interactions promotes a subsequent interaction with another cell
surface receptor, which is usually a G-protein coupled receptor, and
usually either CXCR4 or CCR5
HR1
HR2
A. The envelope protein complex is a heterotrimer of three gp41 molecules
and three gp120 molecules, embedded in the viral envelope
B. The first specific high affinity interaction occurs between CD4 and the
gp120 subunit of the envelope complex.
C. This interactions promotes a subsequent interaction with another cell
surface receptor, which is usually a G-protein coupled receptor, and most
predominantly either CXCR4 or CCR5
D. This interaction causes rearrangement in the gp41 subunit, such that the
fusion peptide is inserted into the membrane, and the helical regions (HR1
and HR2) fold back and interact with each other, facilitating the bringing
together of the two membranes and eventual fusion.
HR1
HR2
The piperazine derivatives developed by BMS are the most potent entry
inhibitors to date
BMS-378806
BMS-488043
BMS-626529
EC50 1.47 nM
CC50 >300 µM
EC50 0.88 nM
CC50 >300 µM
EC50 0.4 nM
CC50 >300 µM
Lin et al. 2003. PNAS.
100(19):11013
Wang et al. 2009. JMedChem.
52:7778-7787
Nowicka-Sans. 2012. AAC.
56(7):3498-3507
• The BMS compounds have a broad therapeutic spectrum indicating
their binding site is conserved and available
• They are specific to HIV-1
• Limited by their low solubility and low bioavailability
Therefore, we proposed to find other chemotypes that bind to the BMS
binding site on Env but that potentially have improved drug-like properties
As there is no information regarding BMS binding site, we templated BMS-377806,
BMS-488043 and BMS-626529 to develop a Field Point pharmacophore.
This was used to probe the Cresset in silico compound library using Blaze.
Blaze analysis resulted in the ranked identification of 1000 potential hit
compounds
50 compounds were individually chosen for antiviral testing using the single-
round infection assay
Pseudo-virus
• Transfect producer cells (293T) with:
• Env (AMLV, YU-2) Plasmid
• Rev plasmid
• Backbone Plasmid
• (NL4-3; Luc Reporter gene)
Co-incubation
• Incubate CD4+ CCR5+ cells
with:
• Pseudo-virus
• Compound of interest
Measure
Luminescence
• Determine IC50
of each
compound
Results from initial single-round infection screen
Compound IC50 YU-2 (µM) IC50 AMLV (µM)
11
13.1 ± 1.7 N.A.
12
53.5 ± 3.0 N.A.
28
33.7 ± 4.5 N.A.
32
79.4 ± 11 N.A.
34
153 ± 44 N.A.
Table 1: Structure and
potency of compounds
identified within this
study with specific
activity against HIV-1
YU-2. N.A. = not active
over concentration
range tested.
Piperazine is core scaffold
of BMS compounds
SC03 BMS-378806
Improved novelty - search for piperazine bioisosteres
Mowbray, C.E., et al. Challenges of drug discovery in novel target space. The
discovery and evaluation of PF-3893787: a novel histamine H4 receptor antagonist.
Bioorganic & medicinal chemistry letters 21, 6596-6602 (2011)
2-methyloctahydropyrrolo[3,4-c]pyrrole
BIF% with piperazine = 57%
~7-fold reduction in potency
SC03 SC04
IC50 = 15µM IC50 = 100µM
SC04 has a new central scaffold and is specific
for HIV-1
But acenanapthene can be genotoxic and
Very low potency
Chose “headgroups” from BMS patent literature and checked BIF% to
acenapthene ring
BIF% = 100 BIF% = 57 BIF% = 64
SC07 SC08
IC50 = 16µM
SC04
IC50 = 100µM IC50 = 0.19µM
BMS-488043
BMS-626529
EC50 0.88 nM
CC50 >300 µM
EC50 0.4 nM
CC50 >300 µM
BMS improved compound by substituting methoxy for a methyltriazole
SC08
IC50 = 0.19µM
SC11
IC50 = 1 nM
SC11 has poor drug-like score, just like BMS compounds. Spark experiment on phenyl group and
assessment using StarDrop. Chose compound for synthesis based upon BIF% and drug-like score.
SC11
IC50 = 1 nM
SC26
IC50 = 0.6nM
Drug Score = 0.3815 ± 0.2323Drug Score = 0.0179 ± 0.026
De novo and Spark-inspired chemotype diversification
BMS-626529
Drug Score = 0.02 ± 0.027
SC26
IC50 = 0.6nM
Drug Score = 0.3815 ± 0.2323
IC50 = 0.4nM
SC15
IC50 = 3nM
AP Tanimoto = 0.69
AP Tanimoto = 0.47
SC12
IC50 = 80nM
AP Tanimoto = 0.58
SC45
IC50 = 100nM
AP Tanimoto* = 0.55
piperazine dipyrrolidine azetidine
pyrrolo-pyrazole
tetrahydropyridine
Potency improvement on the pyrrolo-pyrazole scaffold
SC12
IC50 = 80nM
AP Tanimoto = 0.58
SC38
IC50 = 8nM
AP Tanimoto = 0.43
TI (CC50/IC50) = 81,000
Summary
• Successfully used Fieldscreen to identify new entry inhibitors
• Improved novelty of hit using a combination of literature searching
coupled with Spark analysis
• Improved potency using patent literature coupled with Spark analysis
•Used Spark coupled to StarDrop to improve predicted drug-like
properties of dipyrrolidine lead.
•Identified a total of 4 new “core” chemotypes with ≤100nM potency
Acknowledgements
Drexel University College of Medicine
Marina Tuyishime
Mathew Danish
DFCI/Harvard Medical School
Navid Madani
Amy Princiotto
Joseph Sodroski
Cresset Group
Rae Lawrence
Compounds were synthesized by outsourcing to WuXi Apptec and HD Biosciences (China) and AsisChem
(USA). Special thanks to Drs. Henry-Georges Lombart and Joel Berniac from AsisChem.
Funding – NIH and W. W. Smith Charitable Trust

More Related Content

What's hot

Keystone Conference 03-15-2015 edit
Keystone Conference 03-15-2015 editKeystone Conference 03-15-2015 edit
Keystone Conference 03-15-2015 editDevin Porter
 
Honors Symposium Spring2009
Honors Symposium Spring2009Honors Symposium Spring2009
Honors Symposium Spring2009sweetflutterbyes
 
Oral presentation at Protein Folding Consortium Workshop in St Louis
Oral presentation at Protein Folding Consortium Workshop in St LouisOral presentation at Protein Folding Consortium Workshop in St Louis
Oral presentation at Protein Folding Consortium Workshop in St Louis
Temple University
 
Undergraduate Research Symposium Poster
Undergraduate Research Symposium PosterUndergraduate Research Symposium Poster
Undergraduate Research Symposium PosterTim Krueger
 
Genome Scineces Poster
Genome Scineces PosterGenome Scineces Poster
Genome Scineces PosterColton McDavid
 
ismb_2016_poster2
ismb_2016_poster2ismb_2016_poster2
ismb_2016_poster2Eva Yap
 
P53_Final_Presentation
P53_Final_PresentationP53_Final_Presentation
P53_Final_PresentationJonah Kohen
 
Duchenne drug tested for muscular dystrophy as drug repurposing
Duchenne drug tested for muscular dystrophy as drug repurposingDuchenne drug tested for muscular dystrophy as drug repurposing
Duchenne drug tested for muscular dystrophy as drug repurposing
movvaharshavardhan
 
Holland Lab/ American Red Cross 07 b
Holland Lab/ American Red Cross 07 bHolland Lab/ American Red Cross 07 b
Holland Lab/ American Red Cross 07 b
Pingtao Tang
 
Health Canada Genetic Tox Lecture Part 2
Health Canada Genetic Tox Lecture Part 2Health Canada Genetic Tox Lecture Part 2
Health Canada Genetic Tox Lecture Part 2
cwoodland
 
The Effects of Ibrutinib on Anti Apoptotic Proteins in PTLD
The Effects of Ibrutinib on Anti Apoptotic Proteins in PTLDThe Effects of Ibrutinib on Anti Apoptotic Proteins in PTLD
The Effects of Ibrutinib on Anti Apoptotic Proteins in PTLD
NikitaSall1
 
FineSydney LSSURP Poster
FineSydney LSSURP PosterFineSydney LSSURP Poster
FineSydney LSSURP PosterSydney Fine
 
Session 5.2 Gamble
Session 5.2 GambleSession 5.2 Gamble
Session 5.2 Gamble
Albert Einstein Cancer Center
 
Gene mutation and its types
Gene mutation and its typesGene mutation and its types
Gene mutation and its types
CS KAZIPYO
 

What's hot (19)

Keystone Conference 03-15-2015 edit
Keystone Conference 03-15-2015 editKeystone Conference 03-15-2015 edit
Keystone Conference 03-15-2015 edit
 
Honors Symposium Spring2009
Honors Symposium Spring2009Honors Symposium Spring2009
Honors Symposium Spring2009
 
MECC 2016 Poster
MECC 2016 PosterMECC 2016 Poster
MECC 2016 Poster
 
Cannabidiol icam1
Cannabidiol icam1Cannabidiol icam1
Cannabidiol icam1
 
PD Presentation
PD PresentationPD Presentation
PD Presentation
 
Oral presentation at Protein Folding Consortium Workshop in St Louis
Oral presentation at Protein Folding Consortium Workshop in St LouisOral presentation at Protein Folding Consortium Workshop in St Louis
Oral presentation at Protein Folding Consortium Workshop in St Louis
 
Poster
PosterPoster
Poster
 
Undergraduate Research Symposium Poster
Undergraduate Research Symposium PosterUndergraduate Research Symposium Poster
Undergraduate Research Symposium Poster
 
Genome Scineces Poster
Genome Scineces PosterGenome Scineces Poster
Genome Scineces Poster
 
ismb_2016_poster2
ismb_2016_poster2ismb_2016_poster2
ismb_2016_poster2
 
P53_Final_Presentation
P53_Final_PresentationP53_Final_Presentation
P53_Final_Presentation
 
nasreen ahmad
nasreen ahmadnasreen ahmad
nasreen ahmad
 
Duchenne drug tested for muscular dystrophy as drug repurposing
Duchenne drug tested for muscular dystrophy as drug repurposingDuchenne drug tested for muscular dystrophy as drug repurposing
Duchenne drug tested for muscular dystrophy as drug repurposing
 
Holland Lab/ American Red Cross 07 b
Holland Lab/ American Red Cross 07 bHolland Lab/ American Red Cross 07 b
Holland Lab/ American Red Cross 07 b
 
Health Canada Genetic Tox Lecture Part 2
Health Canada Genetic Tox Lecture Part 2Health Canada Genetic Tox Lecture Part 2
Health Canada Genetic Tox Lecture Part 2
 
The Effects of Ibrutinib on Anti Apoptotic Proteins in PTLD
The Effects of Ibrutinib on Anti Apoptotic Proteins in PTLDThe Effects of Ibrutinib on Anti Apoptotic Proteins in PTLD
The Effects of Ibrutinib on Anti Apoptotic Proteins in PTLD
 
FineSydney LSSURP Poster
FineSydney LSSURP PosterFineSydney LSSURP Poster
FineSydney LSSURP Poster
 
Session 5.2 Gamble
Session 5.2 GambleSession 5.2 Gamble
Session 5.2 Gamble
 
Gene mutation and its types
Gene mutation and its typesGene mutation and its types
Gene mutation and its types
 

Similar to Discovery and optimization of novel small molecule HIV-1 entry inhibitors using field-based virtual screening and bioisosteric replacementCocklin cresset user group meeting 2014

Lynch CERCA Poster S16 [4196]
Lynch CERCA Poster S16 [4196]Lynch CERCA Poster S16 [4196]
Lynch CERCA Poster S16 [4196]Andrew Lynch
 
Ph.D. Defense 2021.pptx
Ph.D. Defense 2021.pptxPh.D. Defense 2021.pptx
Ph.D. Defense 2021.pptx
HinaKhalid38
 
The Role Of Mir 125A And Mir 223
The Role Of Mir 125A And Mir 223The Role Of Mir 125A And Mir 223
The Role Of Mir 125A And Mir 223
Jenny Richardson
 
Analysis of myc antibody specificity
Analysis of myc antibody specificityAnalysis of myc antibody specificity
Analysis of myc antibody specificityCameron McInnes
 
BIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanization
BIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanizationBIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanization
BIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanization
FREE EDUCATION FOR ALL
 
Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...
Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...
Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...
RifathFarook
 
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Creative Biolabs
 
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
EchoHan4
 
Ali et al. 2020 biotechniques
Ali et al. 2020 biotechniquesAli et al. 2020 biotechniques
Ali et al. 2020 biotechniques
BartsMSBlog
 
Anti-HER2 ADC preparation and potency evaluation against HER2 overexpressio...
 Anti-HER2 ADC preparation and potency evaluation  against HER2 overexpressio... Anti-HER2 ADC preparation and potency evaluation  against HER2 overexpressio...
Anti-HER2 ADC preparation and potency evaluation against HER2 overexpressio...
Creative Biolabs
 
Generation of MRP2 Efflux Transporter Knock-Out in HepaRG Cell Line
Generation of MRP2 Efflux Transporter Knock-Out in HepaRG Cell LineGeneration of MRP2 Efflux Transporter Knock-Out in HepaRG Cell Line
Generation of MRP2 Efflux Transporter Knock-Out in HepaRG Cell Line
mdmitc
 
Complement fixation
Complement fixationComplement fixation
Complement fixation
SKYFALL
 
IRJET- Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...
IRJET-  	  Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...IRJET-  	  Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...
IRJET- Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...
IRJET Journal
 
Multiplex energy metabolism
Multiplex energy metabolismMultiplex energy metabolism
Multiplex energy metabolism
Matt Sanderson
 

Similar to Discovery and optimization of novel small molecule HIV-1 entry inhibitors using field-based virtual screening and bioisosteric replacementCocklin cresset user group meeting 2014 (20)

Lynch CERCA Poster S16 [4196]
Lynch CERCA Poster S16 [4196]Lynch CERCA Poster S16 [4196]
Lynch CERCA Poster S16 [4196]
 
Ph.D. Defense 2021.pptx
Ph.D. Defense 2021.pptxPh.D. Defense 2021.pptx
Ph.D. Defense 2021.pptx
 
The Role Of Mir 125A And Mir 223
The Role Of Mir 125A And Mir 223The Role Of Mir 125A And Mir 223
The Role Of Mir 125A And Mir 223
 
Thesis - Haluska
Thesis - HaluskaThesis - Haluska
Thesis - Haluska
 
NiH_Presentation
NiH_PresentationNiH_Presentation
NiH_Presentation
 
Analysis of myc antibody specificity
Analysis of myc antibody specificityAnalysis of myc antibody specificity
Analysis of myc antibody specificity
 
Poster021808
Poster021808Poster021808
Poster021808
 
BIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanization
BIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanizationBIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanization
BIOTECHNOLOGICAL APPLICATIONS 1Therapeutic antibodies 6_humanization
 
Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...
Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...
Cellular responses to ErbB-2 overexpression in human mammary luminal epitheli...
 
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
 
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...Anti her2 adc preparation and potency evaluation against her2 overexpression ...
Anti her2 adc preparation and potency evaluation against her2 overexpression ...
 
Ali et al. 2020 biotechniques
Ali et al. 2020 biotechniquesAli et al. 2020 biotechniques
Ali et al. 2020 biotechniques
 
IJAA
IJAAIJAA
IJAA
 
Anti-HER2 ADC preparation and potency evaluation against HER2 overexpressio...
 Anti-HER2 ADC preparation and potency evaluation  against HER2 overexpressio... Anti-HER2 ADC preparation and potency evaluation  against HER2 overexpressio...
Anti-HER2 ADC preparation and potency evaluation against HER2 overexpressio...
 
Generation of MRP2 Efflux Transporter Knock-Out in HepaRG Cell Line
Generation of MRP2 Efflux Transporter Knock-Out in HepaRG Cell LineGeneration of MRP2 Efflux Transporter Knock-Out in HepaRG Cell Line
Generation of MRP2 Efflux Transporter Knock-Out in HepaRG Cell Line
 
predictive marker8_27
predictive marker8_27predictive marker8_27
predictive marker8_27
 
Complement fixation
Complement fixationComplement fixation
Complement fixation
 
SMU Poster
SMU PosterSMU Poster
SMU Poster
 
IRJET- Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...
IRJET-  	  Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...IRJET-  	  Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...
IRJET- Subcellular Localization of Transmembrane E-cadherin-GFP Fusion Pr...
 
Multiplex energy metabolism
Multiplex energy metabolismMultiplex energy metabolism
Multiplex energy metabolism
 

More from Cresset

Selectivity mining – multiple activities in Activity Miner
Selectivity mining – multiple activities in Activity MinerSelectivity mining – multiple activities in Activity Miner
Selectivity mining – multiple activities in Activity MinerCresset
 
Can field based chemistry help us to predict protein-DNA binding sites?
Can field based chemistry help us to predict protein-DNA binding sites?Can field based chemistry help us to predict protein-DNA binding sites?
Can field based chemistry help us to predict protein-DNA binding sites?Cresset
 
Organic converstions: an aid in perspective
Organic converstions: an aid in perspectiveOrganic converstions: an aid in perspective
Organic converstions: an aid in perspectiveCresset
 
Identification of novel potential anti cancer agents using network pharmacolo...
Identification of novel potential anti cancer agents using network pharmacolo...Identification of novel potential anti cancer agents using network pharmacolo...
Identification of novel potential anti cancer agents using network pharmacolo...Cresset
 
Knowledge-based chemical fragment analysis in protein binding sites
Knowledge-based chemical fragment analysis in protein binding sitesKnowledge-based chemical fragment analysis in protein binding sites
Knowledge-based chemical fragment analysis in protein binding sitesCresset
 
Using waterswap to predict and understand binding affinities
Using waterswap to predict and understand binding affinitiesUsing waterswap to predict and understand binding affinities
Using waterswap to predict and understand binding affinitiesCresset
 
Smart drug re-profiling using computational chemistry tools novel biology and...
Smart drug re-profiling using computational chemistry tools novel biology and...Smart drug re-profiling using computational chemistry tools novel biology and...
Smart drug re-profiling using computational chemistry tools novel biology and...Cresset
 
New features in cresst products
New features in cresst productsNew features in cresst products
New features in cresst productsCresset
 
Comparing the electrostatic properties of protein active sites and other cres...
Comparing the electrostatic properties of protein active sites and other cres...Comparing the electrostatic properties of protein active sites and other cres...
Comparing the electrostatic properties of protein active sites and other cres...Cresset
 
Torch for medicinal chemists
Torch for medicinal chemistsTorch for medicinal chemists
Torch for medicinal chemistsCresset
 
Smart drug re profiling using computational chemistry tools novel biology and...
Smart drug re profiling using computational chemistry tools novel biology and...Smart drug re profiling using computational chemistry tools novel biology and...
Smart drug re profiling using computational chemistry tools novel biology and...Cresset
 
Matched molecular pair and activity cliffs published
Matched molecular pair and activity cliffs publishedMatched molecular pair and activity cliffs published
Matched molecular pair and activity cliffs published
Cresset
 
Intelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond spIntelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond spCresset
 
Intelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond spIntelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond spCresset
 
Finding and using activity cliffs in 3D: Gaining more SAR information during ...
Finding and using activity cliffs in 3D: Gaining more SAR information during ...Finding and using activity cliffs in 3D: Gaining more SAR information during ...
Finding and using activity cliffs in 3D: Gaining more SAR information during ...Cresset
 
Tim Cheeseright, Assessing the Similarities of Compound collections using mol...
Tim Cheeseright, Assessing the Similarities of Compound collections using mol...Tim Cheeseright, Assessing the Similarities of Compound collections using mol...
Tim Cheeseright, Assessing the Similarities of Compound collections using mol...
Cresset
 
David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'
David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'
David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'Cresset
 
Cresset: 25 year of Fields
Cresset: 25 year of FieldsCresset: 25 year of Fields
Cresset: 25 year of Fields
Cresset
 
Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...
Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...
Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...Cresset
 
Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...
Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...
Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...
Cresset
 

More from Cresset (20)

Selectivity mining – multiple activities in Activity Miner
Selectivity mining – multiple activities in Activity MinerSelectivity mining – multiple activities in Activity Miner
Selectivity mining – multiple activities in Activity Miner
 
Can field based chemistry help us to predict protein-DNA binding sites?
Can field based chemistry help us to predict protein-DNA binding sites?Can field based chemistry help us to predict protein-DNA binding sites?
Can field based chemistry help us to predict protein-DNA binding sites?
 
Organic converstions: an aid in perspective
Organic converstions: an aid in perspectiveOrganic converstions: an aid in perspective
Organic converstions: an aid in perspective
 
Identification of novel potential anti cancer agents using network pharmacolo...
Identification of novel potential anti cancer agents using network pharmacolo...Identification of novel potential anti cancer agents using network pharmacolo...
Identification of novel potential anti cancer agents using network pharmacolo...
 
Knowledge-based chemical fragment analysis in protein binding sites
Knowledge-based chemical fragment analysis in protein binding sitesKnowledge-based chemical fragment analysis in protein binding sites
Knowledge-based chemical fragment analysis in protein binding sites
 
Using waterswap to predict and understand binding affinities
Using waterswap to predict and understand binding affinitiesUsing waterswap to predict and understand binding affinities
Using waterswap to predict and understand binding affinities
 
Smart drug re-profiling using computational chemistry tools novel biology and...
Smart drug re-profiling using computational chemistry tools novel biology and...Smart drug re-profiling using computational chemistry tools novel biology and...
Smart drug re-profiling using computational chemistry tools novel biology and...
 
New features in cresst products
New features in cresst productsNew features in cresst products
New features in cresst products
 
Comparing the electrostatic properties of protein active sites and other cres...
Comparing the electrostatic properties of protein active sites and other cres...Comparing the electrostatic properties of protein active sites and other cres...
Comparing the electrostatic properties of protein active sites and other cres...
 
Torch for medicinal chemists
Torch for medicinal chemistsTorch for medicinal chemists
Torch for medicinal chemists
 
Smart drug re profiling using computational chemistry tools novel biology and...
Smart drug re profiling using computational chemistry tools novel biology and...Smart drug re profiling using computational chemistry tools novel biology and...
Smart drug re profiling using computational chemistry tools novel biology and...
 
Matched molecular pair and activity cliffs published
Matched molecular pair and activity cliffs publishedMatched molecular pair and activity cliffs published
Matched molecular pair and activity cliffs published
 
Intelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond spIntelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond sp
 
Intelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond spIntelligent library design for protein families and beyond sp
Intelligent library design for protein families and beyond sp
 
Finding and using activity cliffs in 3D: Gaining more SAR information during ...
Finding and using activity cliffs in 3D: Gaining more SAR information during ...Finding and using activity cliffs in 3D: Gaining more SAR information during ...
Finding and using activity cliffs in 3D: Gaining more SAR information during ...
 
Tim Cheeseright, Assessing the Similarities of Compound collections using mol...
Tim Cheeseright, Assessing the Similarities of Compound collections using mol...Tim Cheeseright, Assessing the Similarities of Compound collections using mol...
Tim Cheeseright, Assessing the Similarities of Compound collections using mol...
 
David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'
David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'
David Evans, Eli-Lilly, 'Field-Aligned Matched Pairs'
 
Cresset: 25 year of Fields
Cresset: 25 year of FieldsCresset: 25 year of Fields
Cresset: 25 year of Fields
 
Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...
Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...
Mark Mackey, Cresset, 'Meet Molecular Architect, A new product for understand...
 
Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...
Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...
Tim Cheeseright, Cresset, 'Introducing Fragment Growing in FieldStere and oth...
 

Recently uploaded

ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
RASHMI M G
 
platelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptxplatelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptx
muralinath2
 
Chapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisisChapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisis
tonzsalvador2222
 
Nucleic Acid-its structural and functional complexity.
Nucleic Acid-its structural and functional complexity.Nucleic Acid-its structural and functional complexity.
Nucleic Acid-its structural and functional complexity.
Nistarini College, Purulia (W.B) India
 
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
yqqaatn0
 
Phenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvementPhenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvement
IshaGoswami9
 
Unveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdfUnveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdf
Erdal Coalmaker
 
Leaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdfLeaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdf
RenuJangid3
 
SAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdfSAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdf
KrushnaDarade1
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Ana Luísa Pinho
 
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills MN
 
Deep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless ReproducibilityDeep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless Reproducibility
University of Rennes, INSA Rennes, Inria/IRISA, CNRS
 
ISI 2024: Application Form (Extended), Exam Date (Out), Eligibility
ISI 2024: Application Form (Extended), Exam Date (Out), EligibilityISI 2024: Application Form (Extended), Exam Date (Out), Eligibility
ISI 2024: Application Form (Extended), Exam Date (Out), Eligibility
SciAstra
 
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
David Osipyan
 
Toxic effects of heavy metals : Lead and Arsenic
Toxic effects of heavy metals : Lead and ArsenicToxic effects of heavy metals : Lead and Arsenic
Toxic effects of heavy metals : Lead and Arsenic
sanjana502982
 
bordetella pertussis.................................ppt
bordetella pertussis.................................pptbordetella pertussis.................................ppt
bordetella pertussis.................................ppt
kejapriya1
 
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxThe use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
MAGOTI ERNEST
 
In silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptxIn silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptx
AlaminAfendy1
 
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
Abdul Wali Khan University Mardan,kP,Pakistan
 
Orion Air Quality Monitoring Systems - CWS
Orion Air Quality Monitoring Systems - CWSOrion Air Quality Monitoring Systems - CWS
Orion Air Quality Monitoring Systems - CWS
Columbia Weather Systems
 

Recently uploaded (20)

ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
 
platelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptxplatelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptx
 
Chapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisisChapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisis
 
Nucleic Acid-its structural and functional complexity.
Nucleic Acid-its structural and functional complexity.Nucleic Acid-its structural and functional complexity.
Nucleic Acid-its structural and functional complexity.
 
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
 
Phenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvementPhenomics assisted breeding in crop improvement
Phenomics assisted breeding in crop improvement
 
Unveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdfUnveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdf
 
Leaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdfLeaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdf
 
SAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdfSAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdf
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
 
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
 
Deep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless ReproducibilityDeep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless Reproducibility
 
ISI 2024: Application Form (Extended), Exam Date (Out), Eligibility
ISI 2024: Application Form (Extended), Exam Date (Out), EligibilityISI 2024: Application Form (Extended), Exam Date (Out), Eligibility
ISI 2024: Application Form (Extended), Exam Date (Out), Eligibility
 
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
 
Toxic effects of heavy metals : Lead and Arsenic
Toxic effects of heavy metals : Lead and ArsenicToxic effects of heavy metals : Lead and Arsenic
Toxic effects of heavy metals : Lead and Arsenic
 
bordetella pertussis.................................ppt
bordetella pertussis.................................pptbordetella pertussis.................................ppt
bordetella pertussis.................................ppt
 
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxThe use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
 
In silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptxIn silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptx
 
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...THEMATIC  APPERCEPTION  TEST(TAT) cognitive abilities, creativity, and critic...
THEMATIC APPERCEPTION TEST(TAT) cognitive abilities, creativity, and critic...
 
Orion Air Quality Monitoring Systems - CWS
Orion Air Quality Monitoring Systems - CWSOrion Air Quality Monitoring Systems - CWS
Orion Air Quality Monitoring Systems - CWS
 

Discovery and optimization of novel small molecule HIV-1 entry inhibitors using field-based virtual screening and bioisosteric replacementCocklin cresset user group meeting 2014

  • 1. Discovery and optimization of novel small molecule HIV-1 entry inhibitors using field-based virtual screening and bioisosteric replacement Simon Cocklin, Ph.D.
  • 2. HIV-1 Global Burden Group M viruses are the most widespread, accounting for ~99% of global infections and can be further subdivided into nine distinct genetic subtypes, or clades. Clade B is prevalent North America, Western Europe, and Australia. Clades A, C, and D are most prevalent in Latin America, Africa and Asia.
  • 3. Human Immunodeficiency Virus-1 (HIV-1) Life cycle and Intervention points Attachment e.g., sCD4 Fusion e.g., T-20 Reverse Transcription e.g., NRTIs Integration Translation Transcription Budding and Maturation Viral Assembly e.g., integrase inhibitors e.g., protease inhibitors Attachment of virus to cells Fusion Reverse Transcription Integration Transcription Translation Virus assembly Budding and Maturation In development – disrupts viral attachment to cellular receptors In clinical use – disrupts the processes involved in viral and cell membrane fusion In clinical use – disrupts the process of changing the RNA genome to DNA In clinical use– disrupts the process of changing the RNA genome to DNA In clinical use – disrupts the HIV-1 protease maturation of viral gene products
  • 4. A. The envelope protein complex is a heterotrimer of three gp41 molecules and three gp120 molecules, embedded in the viral envelope. HR1 HR2 Entry of HIV-1 is a multistep process mediated by the Envelope complex Schematic Viral membrane PDB code: 4NCO Julien et al. (2013) Science. Dec. 20 (342(6165): 1477-83 gp120 gp41
  • 5. A. The envelope protein complex is a heterotrimer of three gp41 molecules and three gp120 molecules, embedded in the viral envelope B. The first specific high affinity interaction occurs between CD4 and the gp120 subunit of the envelope complex. HR1 HR2 Entry of HIV-1 is a multistep process mediated by the Envelope complex
  • 6. A. The envelope protein complex is a heterotrimer of three gp41 molecules and three gp120 molecules, embedded in the viral envelope B. The first specific high affinity interaction occurs between CD4 and the gp120 subunit of the envelope complex. C. This interactions promotes a subsequent interaction with another cell surface receptor, which is usually a G-protein coupled receptor, and usually either CXCR4 or CCR5 HR1 HR2
  • 7. A. The envelope protein complex is a heterotrimer of three gp41 molecules and three gp120 molecules, embedded in the viral envelope B. The first specific high affinity interaction occurs between CD4 and the gp120 subunit of the envelope complex. C. This interactions promotes a subsequent interaction with another cell surface receptor, which is usually a G-protein coupled receptor, and most predominantly either CXCR4 or CCR5 D. This interaction causes rearrangement in the gp41 subunit, such that the fusion peptide is inserted into the membrane, and the helical regions (HR1 and HR2) fold back and interact with each other, facilitating the bringing together of the two membranes and eventual fusion. HR1 HR2
  • 8. The piperazine derivatives developed by BMS are the most potent entry inhibitors to date BMS-378806 BMS-488043 BMS-626529 EC50 1.47 nM CC50 >300 µM EC50 0.88 nM CC50 >300 µM EC50 0.4 nM CC50 >300 µM Lin et al. 2003. PNAS. 100(19):11013 Wang et al. 2009. JMedChem. 52:7778-7787 Nowicka-Sans. 2012. AAC. 56(7):3498-3507
  • 9. • The BMS compounds have a broad therapeutic spectrum indicating their binding site is conserved and available • They are specific to HIV-1 • Limited by their low solubility and low bioavailability Therefore, we proposed to find other chemotypes that bind to the BMS binding site on Env but that potentially have improved drug-like properties
  • 10. As there is no information regarding BMS binding site, we templated BMS-377806, BMS-488043 and BMS-626529 to develop a Field Point pharmacophore. This was used to probe the Cresset in silico compound library using Blaze.
  • 11. Blaze analysis resulted in the ranked identification of 1000 potential hit compounds 50 compounds were individually chosen for antiviral testing using the single- round infection assay Pseudo-virus • Transfect producer cells (293T) with: • Env (AMLV, YU-2) Plasmid • Rev plasmid • Backbone Plasmid • (NL4-3; Luc Reporter gene) Co-incubation • Incubate CD4+ CCR5+ cells with: • Pseudo-virus • Compound of interest Measure Luminescence • Determine IC50 of each compound
  • 12. Results from initial single-round infection screen Compound IC50 YU-2 (µM) IC50 AMLV (µM) 11 13.1 ± 1.7 N.A. 12 53.5 ± 3.0 N.A. 28 33.7 ± 4.5 N.A. 32 79.4 ± 11 N.A. 34 153 ± 44 N.A. Table 1: Structure and potency of compounds identified within this study with specific activity against HIV-1 YU-2. N.A. = not active over concentration range tested.
  • 13. Piperazine is core scaffold of BMS compounds SC03 BMS-378806
  • 14. Improved novelty - search for piperazine bioisosteres Mowbray, C.E., et al. Challenges of drug discovery in novel target space. The discovery and evaluation of PF-3893787: a novel histamine H4 receptor antagonist. Bioorganic & medicinal chemistry letters 21, 6596-6602 (2011) 2-methyloctahydropyrrolo[3,4-c]pyrrole BIF% with piperazine = 57%
  • 15. ~7-fold reduction in potency SC03 SC04 IC50 = 15µM IC50 = 100µM
  • 16. SC04 has a new central scaffold and is specific for HIV-1 But acenanapthene can be genotoxic and Very low potency
  • 17. Chose “headgroups” from BMS patent literature and checked BIF% to acenapthene ring BIF% = 100 BIF% = 57 BIF% = 64
  • 18. SC07 SC08 IC50 = 16µM SC04 IC50 = 100µM IC50 = 0.19µM
  • 19. BMS-488043 BMS-626529 EC50 0.88 nM CC50 >300 µM EC50 0.4 nM CC50 >300 µM BMS improved compound by substituting methoxy for a methyltriazole
  • 21. SC11 has poor drug-like score, just like BMS compounds. Spark experiment on phenyl group and assessment using StarDrop. Chose compound for synthesis based upon BIF% and drug-like score.
  • 22. SC11 IC50 = 1 nM SC26 IC50 = 0.6nM Drug Score = 0.3815 ± 0.2323Drug Score = 0.0179 ± 0.026
  • 23. De novo and Spark-inspired chemotype diversification BMS-626529 Drug Score = 0.02 ± 0.027 SC26 IC50 = 0.6nM Drug Score = 0.3815 ± 0.2323 IC50 = 0.4nM SC15 IC50 = 3nM AP Tanimoto = 0.69 AP Tanimoto = 0.47 SC12 IC50 = 80nM AP Tanimoto = 0.58 SC45 IC50 = 100nM AP Tanimoto* = 0.55 piperazine dipyrrolidine azetidine pyrrolo-pyrazole tetrahydropyridine
  • 24. Potency improvement on the pyrrolo-pyrazole scaffold SC12 IC50 = 80nM AP Tanimoto = 0.58 SC38 IC50 = 8nM AP Tanimoto = 0.43 TI (CC50/IC50) = 81,000
  • 25. Summary • Successfully used Fieldscreen to identify new entry inhibitors • Improved novelty of hit using a combination of literature searching coupled with Spark analysis • Improved potency using patent literature coupled with Spark analysis •Used Spark coupled to StarDrop to improve predicted drug-like properties of dipyrrolidine lead. •Identified a total of 4 new “core” chemotypes with ≤100nM potency
  • 26. Acknowledgements Drexel University College of Medicine Marina Tuyishime Mathew Danish DFCI/Harvard Medical School Navid Madani Amy Princiotto Joseph Sodroski Cresset Group Rae Lawrence Compounds were synthesized by outsourcing to WuXi Apptec and HD Biosciences (China) and AsisChem (USA). Special thanks to Drs. Henry-Georges Lombart and Joel Berniac from AsisChem. Funding – NIH and W. W. Smith Charitable Trust