SlideShare a Scribd company logo
in partnership with
Identification of differential
kinase off-targets among
PARP inhibitors:
new opportunities for precision
oncology?
Albert A. Antolin, Jordi Mestres, Paul Workman & Bissan Al-Lazikani
Marie Curie Tecniospring PostDoctoral Fellow
Cancer Research UK Cancer Therapeutics Unit, The Institute of Cancer Research, London, UK &
GRIB, IMIM Hospital del Mar Medical Research Institute and Pompeu Fabra University, Barcelona, Spain.
Polypharmacology and the limits of reductionism
It is increasingly accepted that drugs tend to bind to more than one target, a
behavior referred to as polypharmacology.
Ehrlich, 1901
Vogt & Mestres, 2010
Tym JE, et al. 2016
Only 15% of drugs
are currently known
to interact with just
one protein
Jalencas & Mestres, 2013
2
How does polypharmacology influence clinical eficacy?
Systems ApproachReductionism
Towards personalized and precision oncology
3
Antolin AA, et al. Curr Pharm Des, in press.
Predictive
Biomarker
•  Biomarkers of response
•  Polypharmacology can be exploited to extend the uses of
cancer drugs without unacceptable toxicity.
•  Drug-target network of imatinib with polypharmacology
biomarkers
•  10-fold selectivity cutoff
Current exploitation of drug polypharmacology
4
Antolin AA, et al. Curr Pharm Des, in press.
•  Identify new targets of known drugs
•  Link them to predictive biomarkers using systems
pharmacology data to identify new patient
populations responding to these drugs through
polypharmacology.
Objective
5
1.  Using chemical similarity we can predict new targets of compounds:
2.  PARP chemical probe PJ34 as an example:
Predicting polypharmacology
6
Antolin AA, et al. ACS Chem Bio. 2012
PJ34
PARP1/2 (20nM)
PIM1 kinase predicted
CHEMBL572783
PIM1/2 (8 and 3 nM)
superposition
IC50 =
3.7 µM
IC50 =
16 µM
In vitro validation
(isolated protein)
•  At the cellular level:
1.  Differential cancer cell line profile (Sanger)
2.  Differential siRNA sensitivity
3.  Differential anti-proliferative activities, cell cycle arrest and DNA damage
4.  Differential PARP trapping
5.  …
Differential effects between clinical PARP
inhibitors
7
Rucaparib Olaparib Veliparib
Chuang HC, et al. Breast Cancer Res Treat. 2012
1.  Does PJ34 polypharmacology translate into PARP clinical candidates?
PARP inhibitors inhibit kinases off-target
8
Antolin AA & Mestres J. Oncotarget. 2014
PIM1 IC50 =
1.2 µM
Rucaparib
(PARP1 IC50 = 5 nM)
•  Pim kinases phosphorylate STAT3
Differential effects between PARP inhibitors
9
Rucaparib Olaparib Veliparib
Chuang HC, et al. Breast Cancer Res Treat. 2012
1.  Rucaparib Cmax: 2-9 µM > PIM1 IC50 = 1,2 µM
2.  Free drug concentration? Tumor retention?
3.  Different side-effect profile among PARP inhibitors
PIM kinase inhibitor AZD1208 produces increased transaminases.
Does PIM1 off-target inhibition have clinical
implications?
10
Harnessing polypharmacology in precision
oncology
11
•  Sir Henry Wellcome Postdoctoral Fellowship
Drug
(Olaparib)
Primary
Target
(PARPs)
Off-target
(PIM1)
Predictive
Biomarker
DNA
Summary
12
•  Many new targets of drugs remain to be identified
and computational chemistry methods are
becoming a cost-effective approach to off-target
identification.
•  Precision oncology offers a means to better exploit
this polypharmacology through predictive
biomarkers
•  Different disciplines should work together to enable
the clinical application of systems pharmacology
and the maximum exploitation of currently
available drugs to maximize patient benefit.
in partnership with
Thank you!
Bissan Al-Lazikani Paul Workman Jordi Mestres
CBCG Team
Elizabeth Coker
Costas Mitsopoulos
Joe Tym
Carmen Rodriguez-Gonzalvez
Veronica Garcia – Perez
Sheng Yu
Catherine Fletcher
Sebastian Poetsrl
James Campbell
Patrizio di Micco
STMP Team
Paul Clarke
Chi Zhang
Alexia Hervieu
Systems Pharmacology Group
Xavier Jalencas
Joaquim Olives
Viktoria Szabo
Nikita Remez (CT)
David Vidal (CT)
Ricard Garcia-Serna (CT)
MariCarmen Carrascosa (CT)
Johann de Bono
DDU Team
Udai Banerji
Stan Kaye
Predicting new drug targets
15
drugs of interest
5658 targets
Vidal et al. Methods Mol Biol 672 (2011) 489

More Related Content

What's hot

Pharmacogenomics
PharmacogenomicsPharmacogenomics
Pharmacogenomics
Tushar Pareek
 
BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...
BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...
BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...
European School of Oncology
 
Potential biomarker for cancer diagnosis identified and cancer linked
Potential biomarker for cancer diagnosis identified and cancer linkedPotential biomarker for cancer diagnosis identified and cancer linked
Potential biomarker for cancer diagnosis identified and cancer linked
manuri930
 
Osteosarcoma ppt
Osteosarcoma pptOsteosarcoma ppt
Osteosarcoma ppt
Sameer Rastogi
 
Targeted Therapy in Cancer
Targeted Therapy in Cancer Targeted Therapy in Cancer
Targeted Therapy in Cancer
Rafael Trujillo Vílchez
 
Targeted therapy in breast cancer
Targeted therapy in breast cancerTargeted therapy in breast cancer
Targeted therapy in breast cancer
dr-kannan
 
Tnbc trends 2020
Tnbc trends 2020Tnbc trends 2020
Tnbc trends 2020
Divya Mishra
 
HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...
HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...
HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...
REBRATSoficial
 
hormonal therapy
hormonal therapy hormonal therapy
hormonal therapy
Cristina Curcelli
 
erbitux
erbituxerbitux
erbitux
eman youssif
 
Lancet Oncology 2004
Lancet Oncology 2004Lancet Oncology 2004
Lancet Oncology 2004
Ruth Foley
 
Early breast updates
Early breast updatesEarly breast updates
Early breast updates
Ahmed Allam
 
E1512 Trial Spotlight for May 2013 ECOG-ACRIN Newsletter
E1512 Trial Spotlight for May 2013 ECOG-ACRIN NewsletterE1512 Trial Spotlight for May 2013 ECOG-ACRIN Newsletter
E1512 Trial Spotlight for May 2013 ECOG-ACRIN Newsletter
Sara Bucknam
 
CANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULIN
CANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULINCANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULIN
CANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULIN
ISF COLLEGE OF PHARMACY MOGA
 
TARGETED DRUG DELIVERY IN CANCER
TARGETED DRUG DELIVERY IN CANCERTARGETED DRUG DELIVERY IN CANCER
TARGETED DRUG DELIVERY IN CANCER
Tamil Jothi
 
Targeted Therapy for Melanoma - Dr. Michael Davies
Targeted Therapy for Melanoma - Dr. Michael DaviesTargeted Therapy for Melanoma - Dr. Michael Davies
Targeted Therapy for Melanoma - Dr. Michael Davies
Melanoma Research Foundation
 
Aung thiha soe
Aung thiha soeAung thiha soe
Aung thiha soe
zawhtet1984
 
Pharmacogenomics as a tool for Personalized medicine
Pharmacogenomics as a tool for Personalized medicinePharmacogenomics as a tool for Personalized medicine
Pharmacogenomics as a tool for Personalized medicine
PharmCare Research Group USM
 
Cco melanoma
Cco melanomaCco melanoma
Inmunoterapia y cancer version ampliada
Inmunoterapia y cancer version ampliadaInmunoterapia y cancer version ampliada
Inmunoterapia y cancer version ampliada
Alberto IC
 

What's hot (20)

Pharmacogenomics
PharmacogenomicsPharmacogenomics
Pharmacogenomics
 
BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...
BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...
BALKAN MCO 2011 - F. Cardoso - Hormone therapy: best options for pre and post...
 
Potential biomarker for cancer diagnosis identified and cancer linked
Potential biomarker for cancer diagnosis identified and cancer linkedPotential biomarker for cancer diagnosis identified and cancer linked
Potential biomarker for cancer diagnosis identified and cancer linked
 
Osteosarcoma ppt
Osteosarcoma pptOsteosarcoma ppt
Osteosarcoma ppt
 
Targeted Therapy in Cancer
Targeted Therapy in Cancer Targeted Therapy in Cancer
Targeted Therapy in Cancer
 
Targeted therapy in breast cancer
Targeted therapy in breast cancerTargeted therapy in breast cancer
Targeted therapy in breast cancer
 
Tnbc trends 2020
Tnbc trends 2020Tnbc trends 2020
Tnbc trends 2020
 
HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...
HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...
HTAi 2015 - Bortezomib utilization profile shft in the last decade at a brazi...
 
hormonal therapy
hormonal therapy hormonal therapy
hormonal therapy
 
erbitux
erbituxerbitux
erbitux
 
Lancet Oncology 2004
Lancet Oncology 2004Lancet Oncology 2004
Lancet Oncology 2004
 
Early breast updates
Early breast updatesEarly breast updates
Early breast updates
 
E1512 Trial Spotlight for May 2013 ECOG-ACRIN Newsletter
E1512 Trial Spotlight for May 2013 ECOG-ACRIN NewsletterE1512 Trial Spotlight for May 2013 ECOG-ACRIN Newsletter
E1512 Trial Spotlight for May 2013 ECOG-ACRIN Newsletter
 
CANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULIN
CANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULINCANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULIN
CANCER TREATMENT: ROLE OF EGFR, TOPOISOMERASE AND TUBULIN
 
TARGETED DRUG DELIVERY IN CANCER
TARGETED DRUG DELIVERY IN CANCERTARGETED DRUG DELIVERY IN CANCER
TARGETED DRUG DELIVERY IN CANCER
 
Targeted Therapy for Melanoma - Dr. Michael Davies
Targeted Therapy for Melanoma - Dr. Michael DaviesTargeted Therapy for Melanoma - Dr. Michael Davies
Targeted Therapy for Melanoma - Dr. Michael Davies
 
Aung thiha soe
Aung thiha soeAung thiha soe
Aung thiha soe
 
Pharmacogenomics as a tool for Personalized medicine
Pharmacogenomics as a tool for Personalized medicinePharmacogenomics as a tool for Personalized medicine
Pharmacogenomics as a tool for Personalized medicine
 
Cco melanoma
Cco melanomaCco melanoma
Cco melanoma
 
Inmunoterapia y cancer version ampliada
Inmunoterapia y cancer version ampliadaInmunoterapia y cancer version ampliada
Inmunoterapia y cancer version ampliada
 

Similar to BPS Pharmacology 2016 Meeting - Albert Antolin

pharmacogenomics by rajesh .I
pharmacogenomics by rajesh .Ipharmacogenomics by rajesh .I
pharmacogenomics by rajesh .I
pharmacologyseminars
 
pharmacogenomicspptnsu-191212202112 (1).pptx
pharmacogenomicspptnsu-191212202112 (1).pptxpharmacogenomicspptnsu-191212202112 (1).pptx
pharmacogenomicspptnsu-191212202112 (1).pptx
Dr. majid farooq
 
Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)
Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)
Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)
ANGELA7676
 
MDC Connects: Use of pre-clinical models to deliver proof of concept efficacy
MDC Connects: Use of pre-clinical models to deliver proof of concept efficacyMDC Connects: Use of pre-clinical models to deliver proof of concept efficacy
MDC Connects: Use of pre-clinical models to deliver proof of concept efficacy
Medicines Discovery Catapult
 
Clinical Utility of Pharmacogenetic Testing in Compounding Pharmacy
Clinical Utility of Pharmacogenetic Testing in Compounding PharmacyClinical Utility of Pharmacogenetic Testing in Compounding Pharmacy
Clinical Utility of Pharmacogenetic Testing in Compounding Pharmacy
Brian Fichter
 
PERSONALIZED MEDICINE AND PHARMACOGENETICS
PERSONALIZED MEDICINE  AND PHARMACOGENETICSPERSONALIZED MEDICINE  AND PHARMACOGENETICS
PERSONALIZED MEDICINE AND PHARMACOGENETICS
Aravindgowda6
 
2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool
2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool
2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool
Alain van Gool
 
Soal dan Pembahasan Farmakogenomik dan Personalized Medicine
Soal dan Pembahasan Farmakogenomik dan Personalized MedicineSoal dan Pembahasan Farmakogenomik dan Personalized Medicine
Soal dan Pembahasan Farmakogenomik dan Personalized Medicine
Nesha Mutiara
 
Plegable Biologia Molecular- Ana Maria Montufar
Plegable Biologia Molecular- Ana Maria MontufarPlegable Biologia Molecular- Ana Maria Montufar
Plegable Biologia Molecular- Ana Maria Montufar
Ana Montúfar Pantoja
 
Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...
Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...
Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...
Mary Ondinee Manalo Igot
 
Opportunities and challenges provided by crosstalk between signalling pathway...
Opportunities and challenges provided by crosstalk between signalling pathway...Opportunities and challenges provided by crosstalk between signalling pathway...
Opportunities and challenges provided by crosstalk between signalling pathway...
Anirudh Prahallad
 
Pharmacogenomics- a step to personalized medicines
Pharmacogenomics- a step to personalized medicinesPharmacogenomics- a step to personalized medicines
Pharmacogenomics- a step to personalized medicines
Apusi Chowdhury
 
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Gul Muneer
 
Pharmacology
PharmacologyPharmacology
Pharmacology
Nidhishbio
 
Molecular Profiling of Cholangiocarcinoma - Milind Javle, MD
Molecular Profiling of Cholangiocarcinoma - Milind Javle, MDMolecular Profiling of Cholangiocarcinoma - Milind Javle, MD
Molecular Profiling of Cholangiocarcinoma - Milind Javle, MD
rick435
 
Caffeine against cancer and novel therapies for solid tumors
Caffeine against cancer and novel therapies for solid tumorsCaffeine against cancer and novel therapies for solid tumors
Caffeine against cancer and novel therapies for solid tumors
majo alvarez
 
Targeted Therapy for Uveal Melanoma - Richard Carvajal, MD
Targeted Therapy for Uveal Melanoma - Richard Carvajal, MDTargeted Therapy for Uveal Melanoma - Richard Carvajal, MD
Targeted Therapy for Uveal Melanoma - Richard Carvajal, MD
Melanoma Research Foundation
 
Joseph Levy MedicReS World Congress 2013 - 2
Joseph Levy MedicReS World Congress 2013 - 2Joseph Levy MedicReS World Congress 2013 - 2
Joseph Levy MedicReS World Congress 2013 - 2
MedicReS
 
Pharmacogenetics and Pharmacogenomics
Pharmacogenetics and PharmacogenomicsPharmacogenetics and Pharmacogenomics
Pharmacogenetics and Pharmacogenomics
Dr. Prashant Shukla
 
Biomarkers & Clinical Research
Biomarkers & Clinical ResearchBiomarkers & Clinical Research
Biomarkers & Clinical Research
OMICS Group | International Science Conferences
 

Similar to BPS Pharmacology 2016 Meeting - Albert Antolin (20)

pharmacogenomics by rajesh .I
pharmacogenomics by rajesh .Ipharmacogenomics by rajesh .I
pharmacogenomics by rajesh .I
 
pharmacogenomicspptnsu-191212202112 (1).pptx
pharmacogenomicspptnsu-191212202112 (1).pptxpharmacogenomicspptnsu-191212202112 (1).pptx
pharmacogenomicspptnsu-191212202112 (1).pptx
 
Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)
Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)
Executive Summary_Smart Analyst_PARP Inhibitors (Repaired)
 
MDC Connects: Use of pre-clinical models to deliver proof of concept efficacy
MDC Connects: Use of pre-clinical models to deliver proof of concept efficacyMDC Connects: Use of pre-clinical models to deliver proof of concept efficacy
MDC Connects: Use of pre-clinical models to deliver proof of concept efficacy
 
Clinical Utility of Pharmacogenetic Testing in Compounding Pharmacy
Clinical Utility of Pharmacogenetic Testing in Compounding PharmacyClinical Utility of Pharmacogenetic Testing in Compounding Pharmacy
Clinical Utility of Pharmacogenetic Testing in Compounding Pharmacy
 
PERSONALIZED MEDICINE AND PHARMACOGENETICS
PERSONALIZED MEDICINE  AND PHARMACOGENETICSPERSONALIZED MEDICINE  AND PHARMACOGENETICS
PERSONALIZED MEDICINE AND PHARMACOGENETICS
 
2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool
2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool
2015 11-26 ODDP2015 Course Oncology Drug Development, Amsterdam, Alain van Gool
 
Soal dan Pembahasan Farmakogenomik dan Personalized Medicine
Soal dan Pembahasan Farmakogenomik dan Personalized MedicineSoal dan Pembahasan Farmakogenomik dan Personalized Medicine
Soal dan Pembahasan Farmakogenomik dan Personalized Medicine
 
Plegable Biologia Molecular- Ana Maria Montufar
Plegable Biologia Molecular- Ana Maria MontufarPlegable Biologia Molecular- Ana Maria Montufar
Plegable Biologia Molecular- Ana Maria Montufar
 
Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...
Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...
Safety and efficacy of aflibercept in combination with fluorouracil, leucovor...
 
Opportunities and challenges provided by crosstalk between signalling pathway...
Opportunities and challenges provided by crosstalk between signalling pathway...Opportunities and challenges provided by crosstalk between signalling pathway...
Opportunities and challenges provided by crosstalk between signalling pathway...
 
Pharmacogenomics- a step to personalized medicines
Pharmacogenomics- a step to personalized medicinesPharmacogenomics- a step to personalized medicines
Pharmacogenomics- a step to personalized medicines
 
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
Proteogenomic analysis of human colon cancer reveals new therapeutic opportun...
 
Pharmacology
PharmacologyPharmacology
Pharmacology
 
Molecular Profiling of Cholangiocarcinoma - Milind Javle, MD
Molecular Profiling of Cholangiocarcinoma - Milind Javle, MDMolecular Profiling of Cholangiocarcinoma - Milind Javle, MD
Molecular Profiling of Cholangiocarcinoma - Milind Javle, MD
 
Caffeine against cancer and novel therapies for solid tumors
Caffeine against cancer and novel therapies for solid tumorsCaffeine against cancer and novel therapies for solid tumors
Caffeine against cancer and novel therapies for solid tumors
 
Targeted Therapy for Uveal Melanoma - Richard Carvajal, MD
Targeted Therapy for Uveal Melanoma - Richard Carvajal, MDTargeted Therapy for Uveal Melanoma - Richard Carvajal, MD
Targeted Therapy for Uveal Melanoma - Richard Carvajal, MD
 
Joseph Levy MedicReS World Congress 2013 - 2
Joseph Levy MedicReS World Congress 2013 - 2Joseph Levy MedicReS World Congress 2013 - 2
Joseph Levy MedicReS World Congress 2013 - 2
 
Pharmacogenetics and Pharmacogenomics
Pharmacogenetics and PharmacogenomicsPharmacogenetics and Pharmacogenomics
Pharmacogenetics and Pharmacogenomics
 
Biomarkers & Clinical Research
Biomarkers & Clinical ResearchBiomarkers & Clinical Research
Biomarkers & Clinical Research
 

Recently uploaded

GBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of ProteinsGBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of Proteins
Areesha Ahmad
 
Sciences of Europe journal No 142 (2024)
Sciences of Europe journal No 142 (2024)Sciences of Europe journal No 142 (2024)
Sciences of Europe journal No 142 (2024)
Sciences of Europe
 
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdfMending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Selcen Ozturkcan
 
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
Advanced-Concepts-Team
 
JAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDS
JAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDSJAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDS
JAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDS
Sérgio Sacani
 
The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
Sérgio Sacani
 
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at  𝐳 = 2.9  wi...Discovery of An Apparent Red, High-Velocity Type Ia Supernova at  𝐳 = 2.9  wi...
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
Sérgio Sacani
 
Anti-Universe And Emergent Gravity and the Dark Universe
Anti-Universe And Emergent Gravity and the Dark UniverseAnti-Universe And Emergent Gravity and the Dark Universe
Anti-Universe And Emergent Gravity and the Dark Universe
Sérgio Sacani
 
Alternate Wetting and Drying - Climate Smart Agriculture
Alternate Wetting and Drying - Climate Smart AgricultureAlternate Wetting and Drying - Climate Smart Agriculture
Alternate Wetting and Drying - Climate Smart Agriculture
International Food Policy Research Institute- South Asia Office
 
Applied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdfApplied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdf
University of Hertfordshire
 
11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf
PirithiRaju
 
Methods of grain storage Structures in India.pdf
Methods of grain storage Structures in India.pdfMethods of grain storage Structures in India.pdf
Methods of grain storage Structures in India.pdf
PirithiRaju
 
Farming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptxFarming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptx
Frédéric Baudron
 
Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...
Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...
Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...
Travis Hills MN
 
The cost of acquiring information by natural selection
The cost of acquiring information by natural selectionThe cost of acquiring information by natural selection
The cost of acquiring information by natural selection
Carl Bergstrom
 
CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)
CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)
CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)
eitps1506
 
Summary Of transcription and Translation.pdf
Summary Of transcription and Translation.pdfSummary Of transcription and Translation.pdf
Summary Of transcription and Translation.pdf
vadgavevedant86
 
HUMAN EYE By-R.M Class 10 phy best digital notes.pdf
HUMAN EYE By-R.M Class 10 phy best digital notes.pdfHUMAN EYE By-R.M Class 10 phy best digital notes.pdf
HUMAN EYE By-R.M Class 10 phy best digital notes.pdf
Ritik83251
 
fermented food science of sauerkraut.pptx
fermented food science of sauerkraut.pptxfermented food science of sauerkraut.pptx
fermented food science of sauerkraut.pptx
ananya23nair
 
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
hozt8xgk
 

Recently uploaded (20)

GBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of ProteinsGBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of Proteins
 
Sciences of Europe journal No 142 (2024)
Sciences of Europe journal No 142 (2024)Sciences of Europe journal No 142 (2024)
Sciences of Europe journal No 142 (2024)
 
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdfMending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
 
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
 
JAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDS
JAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDSJAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDS
JAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDS
 
The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
 
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at  𝐳 = 2.9  wi...Discovery of An Apparent Red, High-Velocity Type Ia Supernova at  𝐳 = 2.9  wi...
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
 
Anti-Universe And Emergent Gravity and the Dark Universe
Anti-Universe And Emergent Gravity and the Dark UniverseAnti-Universe And Emergent Gravity and the Dark Universe
Anti-Universe And Emergent Gravity and the Dark Universe
 
Alternate Wetting and Drying - Climate Smart Agriculture
Alternate Wetting and Drying - Climate Smart AgricultureAlternate Wetting and Drying - Climate Smart Agriculture
Alternate Wetting and Drying - Climate Smart Agriculture
 
Applied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdfApplied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdf
 
11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf
 
Methods of grain storage Structures in India.pdf
Methods of grain storage Structures in India.pdfMethods of grain storage Structures in India.pdf
Methods of grain storage Structures in India.pdf
 
Farming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptxFarming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptx
 
Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...
Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...
Travis Hills of MN is Making Clean Water Accessible to All Through High Flux ...
 
The cost of acquiring information by natural selection
The cost of acquiring information by natural selectionThe cost of acquiring information by natural selection
The cost of acquiring information by natural selection
 
CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)
CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)
CLASS 12th CHEMISTRY SOLID STATE ppt (Animated)
 
Summary Of transcription and Translation.pdf
Summary Of transcription and Translation.pdfSummary Of transcription and Translation.pdf
Summary Of transcription and Translation.pdf
 
HUMAN EYE By-R.M Class 10 phy best digital notes.pdf
HUMAN EYE By-R.M Class 10 phy best digital notes.pdfHUMAN EYE By-R.M Class 10 phy best digital notes.pdf
HUMAN EYE By-R.M Class 10 phy best digital notes.pdf
 
fermented food science of sauerkraut.pptx
fermented food science of sauerkraut.pptxfermented food science of sauerkraut.pptx
fermented food science of sauerkraut.pptx
 
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
 

BPS Pharmacology 2016 Meeting - Albert Antolin

  • 1. in partnership with Identification of differential kinase off-targets among PARP inhibitors: new opportunities for precision oncology? Albert A. Antolin, Jordi Mestres, Paul Workman & Bissan Al-Lazikani Marie Curie Tecniospring PostDoctoral Fellow Cancer Research UK Cancer Therapeutics Unit, The Institute of Cancer Research, London, UK & GRIB, IMIM Hospital del Mar Medical Research Institute and Pompeu Fabra University, Barcelona, Spain.
  • 2. Polypharmacology and the limits of reductionism It is increasingly accepted that drugs tend to bind to more than one target, a behavior referred to as polypharmacology. Ehrlich, 1901 Vogt & Mestres, 2010 Tym JE, et al. 2016 Only 15% of drugs are currently known to interact with just one protein Jalencas & Mestres, 2013 2 How does polypharmacology influence clinical eficacy? Systems ApproachReductionism
  • 3. Towards personalized and precision oncology 3 Antolin AA, et al. Curr Pharm Des, in press. Predictive Biomarker •  Biomarkers of response •  Polypharmacology can be exploited to extend the uses of cancer drugs without unacceptable toxicity.
  • 4. •  Drug-target network of imatinib with polypharmacology biomarkers •  10-fold selectivity cutoff Current exploitation of drug polypharmacology 4 Antolin AA, et al. Curr Pharm Des, in press.
  • 5. •  Identify new targets of known drugs •  Link them to predictive biomarkers using systems pharmacology data to identify new patient populations responding to these drugs through polypharmacology. Objective 5
  • 6. 1.  Using chemical similarity we can predict new targets of compounds: 2.  PARP chemical probe PJ34 as an example: Predicting polypharmacology 6 Antolin AA, et al. ACS Chem Bio. 2012 PJ34 PARP1/2 (20nM) PIM1 kinase predicted CHEMBL572783 PIM1/2 (8 and 3 nM) superposition IC50 = 3.7 µM IC50 = 16 µM In vitro validation (isolated protein)
  • 7. •  At the cellular level: 1.  Differential cancer cell line profile (Sanger) 2.  Differential siRNA sensitivity 3.  Differential anti-proliferative activities, cell cycle arrest and DNA damage 4.  Differential PARP trapping 5.  … Differential effects between clinical PARP inhibitors 7 Rucaparib Olaparib Veliparib Chuang HC, et al. Breast Cancer Res Treat. 2012
  • 8. 1.  Does PJ34 polypharmacology translate into PARP clinical candidates? PARP inhibitors inhibit kinases off-target 8 Antolin AA & Mestres J. Oncotarget. 2014 PIM1 IC50 = 1.2 µM Rucaparib (PARP1 IC50 = 5 nM)
  • 9. •  Pim kinases phosphorylate STAT3 Differential effects between PARP inhibitors 9 Rucaparib Olaparib Veliparib Chuang HC, et al. Breast Cancer Res Treat. 2012
  • 10. 1.  Rucaparib Cmax: 2-9 µM > PIM1 IC50 = 1,2 µM 2.  Free drug concentration? Tumor retention? 3.  Different side-effect profile among PARP inhibitors PIM kinase inhibitor AZD1208 produces increased transaminases. Does PIM1 off-target inhibition have clinical implications? 10
  • 11. Harnessing polypharmacology in precision oncology 11 •  Sir Henry Wellcome Postdoctoral Fellowship Drug (Olaparib) Primary Target (PARPs) Off-target (PIM1) Predictive Biomarker DNA
  • 12. Summary 12 •  Many new targets of drugs remain to be identified and computational chemistry methods are becoming a cost-effective approach to off-target identification. •  Precision oncology offers a means to better exploit this polypharmacology through predictive biomarkers •  Different disciplines should work together to enable the clinical application of systems pharmacology and the maximum exploitation of currently available drugs to maximize patient benefit.
  • 13. in partnership with Thank you! Bissan Al-Lazikani Paul Workman Jordi Mestres CBCG Team Elizabeth Coker Costas Mitsopoulos Joe Tym Carmen Rodriguez-Gonzalvez Veronica Garcia – Perez Sheng Yu Catherine Fletcher Sebastian Poetsrl James Campbell Patrizio di Micco STMP Team Paul Clarke Chi Zhang Alexia Hervieu Systems Pharmacology Group Xavier Jalencas Joaquim Olives Viktoria Szabo Nikita Remez (CT) David Vidal (CT) Ricard Garcia-Serna (CT) MariCarmen Carrascosa (CT) Johann de Bono DDU Team Udai Banerji Stan Kaye
  • 14.
  • 15. Predicting new drug targets 15 drugs of interest 5658 targets Vidal et al. Methods Mol Biol 672 (2011) 489