translational h is neil french.pdf · safe*drug* design innovative*use* of*bioanalysis...
TRANSCRIPT
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Understanding(Mechanisms(of(Adverse(Drug(ReacTons(
Centre)for)Drug)Safety)Science)
hip://www.liv.ac.uk/drug?safety))
! pa'ent)morbidity)
! pa'ent)mortality)
! prohibit)effec've)therapy)
! drug)airi'on)
! drug)withdrawal)
)
Adverse)Drug)Reac'ons:)The)Problems)
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CDSS)approach)to)improving)drug)safety)
Chemistry*of*the*Drug
Biology*of*the*System
Variability*of*the*Patient
Improving*Drug*Safety*Science
Safe*Drug*Design
Innovative*Use*of*Bioanalysis
Organ9directed*Toxicity
Predictive*Models
Mechanistic*Biomarkers
Role*of*the*Immune*System
Pharmacogeneticsof*ADRsHLA*Restriction
Chemical*Stress
Centre)vision)and)strategy)2014)?)2019)
Research)Programmes)
HypersensiTvity( Liver(Toxicity( GI(Toxicity(
Cross?Cu
mng)Scien
ce)
StraTfied(Medicine(
Biomarkers(
Bioanalysis(
Molecular(Chemistry(
Pa'ent)Popula'ons)of)Clinical)Importance)
InfecTon( Paediatrics( Cancer( InflammaTon(
InformaTcs(
Stem(Cells(and(Safety(Science(
Industry)Interac'ons)
Improved)benefit?risk)for)
new)and)exis'ng)
therapeu'cs)
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CDSS)–)Working)with)Industry)
! Collabora've)project)with)individual)industry)partner)
! Non?compe''ve)large)scale)consor'a)
! Contract)research)
! Workshops)! Tripartate)mee'ngs:)academia,)industry,)regulatory)authori'es)! Gap)analysis)on)focused)issue)of)relevance)to)Industry))
! ABPI?funded)Industry)Programme)Manager:)Alan)Norris) )) ) ) ) )([email protected]))
! Inflamma'on)in)clinical)APAP)toxicity)(deleterious)in)vivo)?)Can)Acetyl?HMGB1)predict)outcome?)
Ac?HMGB1:)a)biomarker)for)outcome)based)on)mechanisms)
K182%185'(Acetyl)
K177+180'(Acetyl)K172'(Acetyl)
K173'(Acetyl)
COOHH2N
NuclearLocalization'sequence
Cytokinedomain
C106C45C23
SHSS
Disulfide Reduced'(Thiol)
QTRAP&5500&
Healthy volunteers
APAP-No ALI
APAP-ALI
0.001
0.01
0.1
1
10
100
Ace
tyla
ted
HM
GB
1 (n
g/m
l)
SurvivorsDied / Liver transplant
0.00 0.25 0.50 0.75 1.000.00
0.25
0.50
0.75
1.00
1 - Specificity
Sens
itivi
ty
Acetylated HMGB1ALT
DJ)Antoine)et)al)2012)J)Hepatol)
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))))))))))))))))))))))))))))))))))))))))))))Drug)approval)in)the)USA)
59)
• Annual)New)Molecular)En'ty)(NME))&)New)Biologic)En'ty)(NBE))Approvals)vs.)R&D)Expenditures)in)2009)Dollars)
Report to the US President on “propelling innovation in drug discovery, development and evaluation”. US President’s Council of Advisors on Science and Technology (PCAST). September 25th 2012
The)problem)with)pharmaceu'cal)R&D:)
Phase Preclinical Non-clinical Phase I Phase I-III Phase I-III Phase III/ Approval
Post-Approval
Post-Approval
Post-Approval
Information: Causes of attrition
Causes of attrition
Serious ADRs Causes of attrition
Causes of attrition
ADRs on label Serious ADRs ADRs on label Withdrawal from sale
Source: ABPI (2008) Car (2006) Sibille et al. (1998)
ABPI (2008) Olson et al. (2000)
BioPrint® (2006)
Budnitz et al. (2006)
Tamaki et al., (2013)
Stevens & Baker (2008)
Sample size: 156 CDs stopped
88 CDs stopped
1,015 subjects
63 CDs stopped
82 CDs stopped
1,138 drugs 21,298 patients 106 approved drugs 2001-10
47 drugs
Cardiovascular: 24% 27% 9% 35% 21% 36% 15% 4% 45%
Hepatotoxicity: 15% 8% 7% 29% 21% 13% 0% 11% 32% Haematology/BM: 3% 7% 2% 3% 4% 16% 10% 8% 9%
Nervous system: 12% 14% 28% 2% 21% 67% 39% 20% 2% Immunotox;
photosensitivity: 7% 7% 16% 10% 11% 25% 34% 0% 2%
Gastrointestinal: 5% 3% 23% 2% 5% 67% 14% 21% 2% Reprotox: 9% 13% 0% 5% 1% 10% 0% 0% 2%
Musculoskeletal: 8% 4% 0% 5% 1% 28% 3% 3% 2% Respiratory: 1% 2% 0% 2% 0% 32% 8% 1% 2%
Renal: 6% 2% 0% 5% 9% 19% 2% 3% 0%
Genetic tox: 5% 5% 0% 0% 0% 0% 0% 0% 0% Carcinogenicity: 0% 3% 0% 3% 0% 1% 0% 0% 0%
Other: 4% 0% 0% 2% 4% 16% 2% 29% 2%
Adapted from Redfern WS et al. The Toxicologist 2010; 114 (S-1), 1081. 1-9% 10-19% >20% 0%
! ! !
The various toxicity domains have been ranked first by contribution to products withdrawn from sale, then by attrition during clinical development. Note general agreement between pairs of equivalent studies.
Side)effects:)Evidence,)prevalence,)occurrence)
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Examples of how Preclinical Safety has contributed to the success of AZ products
2010(Revenues(ContribuTon(
▪ Renal)Toxicity)alert)in)humans)shown)to)be)due)to)inhibi'on)of)reuptake)not)toxicity.)
▪ Allowed)registra'on)
▪ QT.)Showed)mul'channel)effect)and)beier)than)other)an'psycho'cs)
▪ Cateracts)in)dogs)–)defined)mechanism))
▪ Influenced)labelling))
▪ Allowed)registra'on)
▪ Carcinoids)–)defined)mechanism) ▪ Allowed)registra'on)
▪ Uterine)tumours)–)showed)mechanism)is)rat)specific)
▪ Allowed)registra'on)
Impact(
N/A)
6.0)
5.3)
5.7)
USD)billions)
))
The)Problem)and)how)collabora'ons)can)help:)
• Drug)Development)is)s'll))– Cos'ng)to)much)– Failing)to)frequently)in)all)stages)due)to)toxicity)– Has)to)many)toxici'es)that)
• Have)insufficient)transla'onal)understanding)– Need)beier)biomarkers)
• Emerge)late)in)development)• Emerge)post)marke'ng)
• CDSS)is)set)up)to)provide)non)compe''ve)and)integrated)collabora'ons)between)– Academia)– Research)Ins'tutes)– Regulatory)Agencies)– Government)– Industry)
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Ximelagatran-induced ALT elevations: Biomarker discovery
• Thrombin)inhibitor))developed)for)preven'on)of)venous)thromboembolic)events)and)stroke)
• ~8%)of)pa'ents)included)in)long?term)studies)experienced)transient)ALAT)eleva'ons)(>3xULN))
• No)pre?clinical)findings)indica'ng)hepatotoxicity)
• Extensive)program)to)discover)biomarkers)that)predict)pa'ents)at)risk)
)
)Gene'c)predisposi'on))• associa'on)with)HLADRB1*07,)but)gene'cs)alone)could)not)predict)DILI)
Sensi&vity*=**47%*Specificity*=**83%***
Protein)and)endogenous)metabolite)biomarkers)• SBM)candidates)iden'fied)that)predict)ALT)eleva'ons)to)similar)extend)
Sensi&vity*=**36%*Specificity*=**84%**
• Pyruvate/amino)acid)deprivia'on)hypothesis)(predisposi'on)and)treatment)effect))
• Immune)hypothesis)(CSF1R)ectodomain)shedding)and)macrophage)ac'va'on,)treatment)effect))
Collabora'ons)to)understand)mechanism)of)ximelagatran?induced)ALT)eleva'ons)• University)of)Helsinki,)Uni)Bonn,)Karolinska)Ins'tute)and)Liverpool)University)
)
)Kindmark)A)et)al,)Pharmacogenomics)J.)2008)Jun;8(3):186?95)Andersson)U)et)al,)Biomarkers.)2009)Dec;14(8):572?86)
Scandinavia)≈)14%)
E.)Asia)≈)0.9%)
Rest)of)Europe)≈)6%)