SlideShare ist ein Scribd-Unternehmen logo
1 von 9
David E Leahy Molecular Informatics Group Newcastle University
Development of PBPK Methods ,[object Object],[object Object],[object Object],[object Object],[object Object]
Physiologically Based PK Models ,[object Object],[object Object],[object Object]
In Vitro ADME ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
AUC Predictions by PBPK
Predicted Plasma Levels A, biperiden; B, acecainide; C, dofetilide; D, budesonide
PBPK  versus  Scaling Training Set Caldwell (n=176) I Ward (n=97) PBPK (n=69) Method I Method II Av. Fold E. 2.16 2.22 2.64 2.48 FE < 2 56% 52% 49% 46% FE < 3 77% 79% 70% 72% FE < 4 88% 86% 79% 75% Test Set Caldwell  (n=18) Ward (n=18) PBPK (n=18) Method I Method II Av. Fold E. 2.61 2.53 3.44 2.80 FE < 2 50% 50% 28% 50% FE < 3 56% 56% 44% 61% FE < 4 72% 67% 61% 72% Median P/A 1.74 1.60 2.54 1.11
Scaling(Ward Scaling) PBPK Scaling (Caudwell II) Scaling (Cauldwell I)
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Weitere ähnliche Inhalte

Was ist angesagt?

Plasma phospholipids identify antecedent memory impairment in older adults
Plasma phospholipids identify antecedent memory impairment in older adultsPlasma phospholipids identify antecedent memory impairment in older adults
Plasma phospholipids identify antecedent memory impairment in older adultsJosé Luis Moreno Garvayo
 
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...José Luis Moreno Garvayo
 
Xi_et_al-2009-FEBS_Letters
Xi_et_al-2009-FEBS_LettersXi_et_al-2009-FEBS_Letters
Xi_et_al-2009-FEBS_LettersDavid Gray
 
Thesis Poster Presentation
Thesis Poster Presentation Thesis Poster Presentation
Thesis Poster Presentation Holly Cribbes
 
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1Kamila du Plessis
 

Was ist angesagt? (7)

Plasma phospholipids identify antecedent memory impairment in older adults
Plasma phospholipids identify antecedent memory impairment in older adultsPlasma phospholipids identify antecedent memory impairment in older adults
Plasma phospholipids identify antecedent memory impairment in older adults
 
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
Detection of misfolded aβ oligomers for sensitive biochemical diagnosis of Al...
 
Xi_et_al-2009-FEBS_Letters
Xi_et_al-2009-FEBS_LettersXi_et_al-2009-FEBS_Letters
Xi_et_al-2009-FEBS_Letters
 
Dapagliflozin
DapagliflozinDapagliflozin
Dapagliflozin
 
Caryne Stacia Neuropharm
Caryne Stacia NeuropharmCaryne Stacia Neuropharm
Caryne Stacia Neuropharm
 
Thesis Poster Presentation
Thesis Poster Presentation Thesis Poster Presentation
Thesis Poster Presentation
 
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
Rosloniec_et_al-2009-Molecular_Microbiology.sup-1
 

Ähnlich wie PBPK simulation as an alternative to animal testing

Multiplex energy metabolism
Multiplex energy metabolismMultiplex energy metabolism
Multiplex energy metabolismMatt Sanderson
 
ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5James Luginsland
 
Milap Thaker - Biology Powerpoint: Harvard University - DNA Damage Checkpoints
Milap Thaker - Biology Powerpoint: Harvard University -  DNA Damage CheckpointsMilap Thaker - Biology Powerpoint: Harvard University -  DNA Damage Checkpoints
Milap Thaker - Biology Powerpoint: Harvard University - DNA Damage Checkpointsmilapthaker
 
Optimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysisOptimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysisExpedeon
 
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...HCS Pharma
 

Ähnlich wie PBPK simulation as an alternative to animal testing (8)

Multiplex energy metabolism
Multiplex energy metabolismMultiplex energy metabolism
Multiplex energy metabolism
 
CE-Symm jLBR talk
CE-Symm jLBR talkCE-Symm jLBR talk
CE-Symm jLBR talk
 
ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5ASCB_Poster_edit_TM1_GA1_TV5
ASCB_Poster_edit_TM1_GA1_TV5
 
Milap Thaker - Biology Powerpoint: Harvard University - DNA Damage Checkpoints
Milap Thaker - Biology Powerpoint: Harvard University -  DNA Damage CheckpointsMilap Thaker - Biology Powerpoint: Harvard University -  DNA Damage Checkpoints
Milap Thaker - Biology Powerpoint: Harvard University - DNA Damage Checkpoints
 
Shape Signatures Light
Shape Signatures LightShape Signatures Light
Shape Signatures Light
 
Optimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysisOptimization of experimental protocols for cellular lysis
Optimization of experimental protocols for cellular lysis
 
Presentation
PresentationPresentation
Presentation
 
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
Poster HCSPHARMA (OncoLilleDays2022) - Mechanobiological characterization of ...
 

Mehr von David Leahy

AI is the Future of Drug Discovery
AI is the Future of Drug DiscoveryAI is the Future of Drug Discovery
AI is the Future of Drug DiscoveryDavid Leahy
 
Most Drug Discovery Scientists could be replaced by Software Systems
Most Drug Discovery Scientists could be replaced by Software SystemsMost Drug Discovery Scientists could be replaced by Software Systems
Most Drug Discovery Scientists could be replaced by Software SystemsDavid Leahy
 
Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97David Leahy
 
From Hammett to the Semantic Web
From Hammett to the Semantic WebFrom Hammett to the Semantic Web
From Hammett to the Semantic WebDavid Leahy
 
InkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science MeetingInkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science MeetingDavid Leahy
 
Discovery Bus: UK QSAR meeting at GSK
Discovery Bus: UK QSAR meeting at GSKDiscovery Bus: UK QSAR meeting at GSK
Discovery Bus: UK QSAR meeting at GSKDavid Leahy
 

Mehr von David Leahy (10)

AI is the Future of Drug Discovery
AI is the Future of Drug DiscoveryAI is the Future of Drug Discovery
AI is the Future of Drug Discovery
 
Most Drug Discovery Scientists could be replaced by Software Systems
Most Drug Discovery Scientists could be replaced by Software SystemsMost Drug Discovery Scientists could be replaced by Software Systems
Most Drug Discovery Scientists could be replaced by Software Systems
 
Automated QSAR
Automated QSAR Automated QSAR
Automated QSAR
 
Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97Automating Drug Design Nov 13th 2009 97
Automating Drug Design Nov 13th 2009 97
 
From Hammett to the Semantic Web
From Hammett to the Semantic WebFrom Hammett to the Semantic Web
From Hammett to the Semantic Web
 
Meta QSAR
Meta QSARMeta QSAR
Meta QSAR
 
InkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science MeetingInkSpot Science presentation at Open Science Meeting
InkSpot Science presentation at Open Science Meeting
 
Discovery Bus: UK QSAR meeting at GSK
Discovery Bus: UK QSAR meeting at GSKDiscovery Bus: UK QSAR meeting at GSK
Discovery Bus: UK QSAR meeting at GSK
 
Forager Poster
Forager PosterForager Poster
Forager Poster
 
Colonist
ColonistColonist
Colonist
 

Kürzlich hochgeladen

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfhans926745
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 

Kürzlich hochgeladen (20)

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 

PBPK simulation as an alternative to animal testing

  • 1. David E Leahy Molecular Informatics Group Newcastle University
  • 2.
  • 3.
  • 4.
  • 6. Predicted Plasma Levels A, biperiden; B, acecainide; C, dofetilide; D, budesonide
  • 7. PBPK versus Scaling Training Set Caldwell (n=176) I Ward (n=97) PBPK (n=69) Method I Method II Av. Fold E. 2.16 2.22 2.64 2.48 FE < 2 56% 52% 49% 46% FE < 3 77% 79% 70% 72% FE < 4 88% 86% 79% 75% Test Set Caldwell (n=18) Ward (n=18) PBPK (n=18) Method I Method II Av. Fold E. 2.61 2.53 3.44 2.80 FE < 2 50% 50% 28% 50% FE < 3 56% 56% 44% 61% FE < 4 72% 67% 61% 72% Median P/A 1.74 1.60 2.54 1.11
  • 8. Scaling(Ward Scaling) PBPK Scaling (Caudwell II) Scaling (Cauldwell I)
  • 9.