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TNO| knowledge for business
OSIRIS W
ebtool:
AnintegratedFramework
for
non-testingmethods
Dinant Kroese
2
Focus:
not on the webtoolprimarily
on human health endpoints
OSIRIS StakeholderWS, March1st , Berlin 2010
3
Outline
Context: REACH, ITS & ‘Non-Testing’
Objectives O
SIRIS / W
ebtool
WoEapproaches
Conclusions / Next steps
OSIRIS StakeholderWS, March1st , Berlin 2010
4
REACH context O
SIRIS StakeholderWS, March1st , Berlin 2010
•The Chemical Safety Assessmentis the tool used to determine the
safety of the chemical
•The Chemical Safety Reportis the tool used to record/document
the Assessment to EChA
•The Safety D
ata Sheetis the tool used to communicate
safe use
to downstream users (DU)
Core tools under REACH
OSIRIS StakeholderWS, March1st , Berlin 2010
Chemical Safety
Assessment
C&L assessment (PBT & vPvB)
and
DNEL/DMEL derivation (PNEC)
has 2 m
ajor objectives..
to determ
ine
the safety of the chemical
OSIRIS StakeholderWS, March1st , Berlin 2010
7
1. G
ather and share available inform
ation
2. Consider inform
ation requirements
cftonnage-bands(Annexes VII-X)
3. Identify inform
ation gaps
4. G
enerate new testing data / propose testing strategy
(Annexes VII & VIII / Annexes IX & X)
Chemical Safety Assessment
(Annex VI)
OSIRIS StakeholderWS, March1st , Berlin 2010
WoEITS HumanToxicologyWoEITS HumanToxicology
8
Tonnage
Human Health
1 –
10 tpa
Annex VII
•In vitro
skin and eye irritation
•Skin sensitization
•In vitro
mutagenicity
•Acute toxicity (one route)
10 –
100 tpa
Annex VIII
•In vivoskin and eye irritation
•Further in vitro
mutagenicity
•Acute toxicity (2nd route)
•Sub acute toxicity (28d)
•Reproductive toxicity screen
100 –
1000 tpa
Annex IX
•Further mutagenicitytests
•Sub-chronic toxicity (90d)
•Reproductive toxicity tests
>1000 tpa
Annex X
•Further mutagenicitytests
•Further reproductive toxicity tests
•Carcinogenicity m
ay
•Chronic toxicity m
ay
REACH Standard Inform
ation Requirements
(Annexes VII –
X)
OSIRIS StakeholderWS, March1st , Berlin 2010
WoEITS HumanToxicologyWoEITS HumanToxicology
9
Tonnage
Human Health
1 –
10 tpa
Annex VII
•In vitro
skin and eye irritation
•Skin sensitization
•In vitro
mutagenicity
•Acute toxicity (one route)
10 –
100 tpa
Annex VIII
•In vivoskin and eye irritation
•Further in vitro
mutagenicity
•Acute toxicity (2nd route)
•Sub acute toxicity (28d)
•Reproductive toxicity screen
100 –
1000 tpa
Annex IX
•Further mutagenicitytests
•Sub-chronic toxicity (90d)
•Reproductive toxicity tests
>1000 tpa
Annex X
•Further mutagenicitytests
•Further reproductive toxicity tests
•Carcinogenicity m
ay
•Chronic toxicity m
ay
REACH Standard Inform
ation Requirements
(Annexes VII –
X)
(REACH
art.13, 25
& Annex XI)
Anim
al tests
as last
resort!
OSIRIS StakeholderWS, March1st , Berlin 2010
REACH Standard Inform
ation Requirements
General rules for adaptation
(Annex XI)
1. Testingdoes notappear scientifically
necessary
2. Testingis technically notpossible
3. Substance-tailored exposure-driven testing
OSIRIS StakeholderWS, March1st , Berlin 2010
11
Strategy to efficiently gather required inform
ation
Magic w
ord = ITS
OSIRIS StakeholderWS, March1st , Berlin 2010
12
Non-Testing (NT) inform
ation
Available sources of inform
ation
(Q)SAR
Human data
In vitro
Exposure
(-based waiving)
Grouping &
read across
OSIRIS StakeholderWS, March1st , Berlin 2010
ITS
13
Step 1: G
ather all available Testing and Non-Testing inform
ation
If notsufficient for C&Land RC cfREACH
Step 2: Is Exposure-Based W
aiving an option?
(Testing is technically possible)
If notpossible
Step 3: Perform
/ Propose Testing as last resort!!
Strategy to efficiently gather required inform
ation
OSIRIS StakeholderWS, March1st , Berlin 2010
14
ITS: 3 starting situations (per endpoint)
OECD/GLP study
available
Perform
ed:
non
OECD/GLP
study
Reliability
OK;
(relevanceof certain
effects?)
Howto
judgethis
test?
“Ideal endpoint inform
ation”
“Accepted by REACH”
No
test inform
ation
at all
Generate
NT
inform
ation
etc..
Additional NT
inform
ation needed?
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
15
REACH objectives
C&L, RC
How to weight & combine inform
ation from different sources?
sufficient ???
Non-GLP/ Non-OECD
Available inform
ation
+=
+ +
=sufficient ???
=sufficient ???
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
16
•Weightinform
ation
•from
tests
•from
models / m
ethods
•from
categoriesapproaches
•etc.
•Canaddweights
of different sourcesof inform
ation
•Candecideiftotalweightof inform
ationis “sufficient”
•Ifnot→
help findmost efficientwayof filling“inform
ationgap”
We needtoolsthat:
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
17
OSIR
IS
Optimized Strategies for Risk Assessm
ent of Industrial
Chem
icals through Integration of Non-Test and Test
Inform
ation
2007-2011
This is the central objective of:
OSIRIS StakeholderWS, March1st , Berlin 2010
Ultim
ate goal: O
SIRIS webtool
WP 4.2 Tool
sorts to type of info
adds weight to type of info
or
asks (expert) input
makes an assessment:
compares with ‘golden standard’
inform
ation, and concludeson:
C & L
RA
concludes on additional
inform
ation needed
consults ITS and library of options
ITS
library of
options
Available inform
ation input by user
Output
Proposal for new test
Pre
de
fin
ed
qu
est
ion
air
e?
OK!
TTC/EBW
OSIRIS StakeholderWS, March1st , Berlin 2010
19
At the firstStakeholderWorkshop (Stuttgart 07):
Focus onmost criticalendpoints: CMRS!
Generating focus within O
SIRIS
At subsequentOSIRIS M
eetings:
Focus onProof-of-Conceptinsteadof concrete ITSsesforCMRS!
OSIRIS StakeholderWS, March1st , Berlin 2010
20
At interpillarmeeting in Liverpool 08:
P-o-C
fora categorical, and fora continuousdataset!
Categoricaldataset: sensitisation
(as m
odel C&L endpoint)
Continuousdataset: repeateddosetoxicity
(as m
odel RC endpoint)
Main
reason: availability
of data and expertise!
OSIRIS StakeholderWS, March1st , Berlin 2010
Generating focus within O
SIRIS
NT and reprotox
21
•Weights
inform
ation
•from
tests
•from
models / m
ethods
•from
categoriesapproaches
•etc.
•Canaddweights
of different sourcesof inform
ation
•Candecideiftotalweightof inform
ationis “sufficient”
•Ifnot→
help findmost efficientwayof filling“inform
ationgap”
How to develop a
toolfor a categorical endpointthat:
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
22
ProbabilisticoneusingBayesianstatistics:
“Whatis the probability
that
a predictedresponse thatthe substanceis a sensitizerornot, is true?”
Approach chosen:
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
23
1. Score of the substancein a test:
‘yes’or‘no’(i.e. sensitizing)
& Score of thattest relativeto
therequiredOECD/G
LPtest as ‘GS’
(‘Gold Standard’)
Approach chosen:
2. ‘Qualityfactor’score of thattest:
describingperform
ance of specifictest and its
result
-no. of anim
als
-applicability
domain
-reporting..
‘Sensitivity/Specificity cross table’
~ Klim
ischrating
National Institute
for Public Health
and the
Environment
OSIRIS StakeholderWS, March1st , Berlin 2010
OSIRIS W
P4.2. meets
WP4.4
24
Tonnage
Human H
ealth
1 –
10 tpa
Annex VII
•Skin sensitization
•In vitro
mutagenicity
10 –
100 tpa
Annex VIII
•Further in vitro
mutagenicity
•Reproductive toxicity
screen
100 –
1000 tpa
Annex IX
•Further mutagenicitytests
•Reproductive toxicity tests
>1000 tpa
Annex X
•Further mutagenicitytests
•Further reproductive
toxicity tests
•Carcinogenicity m
ay be
required
‘Gold Standard’
LLNA, OECD 429
GM Bacteria, OECD 471
CA/M
N M
amm
cells, O
ECD 473/487
GM M
amm
cells, O
ECD 476
Reprotoxscreen, O
ECD 421
If pos in vitro: in vivo, OECD 474/475
Prenatal developm
tox, OECD 414
(2-gen tox, OECD 416)
If pos in vitro: in vivo, OECD 474/475
2-gen tox, OECD 416
Carcinogenicity, O
ECD 451
Categorical CMRS endpoints and ‘GS’
(Annexes VII –
X)
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
25
•Weights
inform
ation
•from
tests
•from
models / m
ethods
•from
categoriesapproaches
•etc.
•Canaddweights
of different sourcesof inform
ation
•Candecideiftotalweightof inform
ationis “sufficient”
•Ifnot→
help findmost efficientwayof filling“inform
ationgap”
How to develop a
toolfor a continuousendpoint that:
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
26
ProbabilisticoneusingBayesianstatistics:
“Whatis the probability
that
the observedNOAEL (LOAEL) is the trueNOAEL (LOAEL) ?”
Approach chosen:
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
27
repeateddose toxicity
databaseanalysis
Target organsmostfrequentlydeterm
iningNOAEL:
Liver
Body w
eight
Clinicalsymptoms
Kidney
Blood
Providesa w
ay to assign
weightto anynon-O
ECD/
GLP test data
…!
and evenNon-testdata?!
OSIRIS StakeholderWS, March1st , Berlin 2010
NT and reprotox
28
1. Score of the substancein a test:
‘NOAEL’or‘LOAEL’
& Score of thattest relativeto
therequiredOECD/G
LPtest as ‘GD’
(‘Gold Standard’)
Approach chosen:
2. ‘Qualityfactor’score of the specifictest:
describingperform
ance of specifictest and its
result
-no. of anim
als
-‘applicability
domain’
-reporting..
‘Organ-coverage statistics’
~ Klim
ischrating
National Institute
for Public Health
and the
Environment
OSIRIS StakeholderWS, March1st , Berlin 2010
Progress so far?
NT and reprotox
29
OSIRIS StakeholderWS, March1st , Berlin 2010
30
Using the ITS structure as template:
Step 1: G
ather all available Testing and Non-Testing inform
ation
If notsufficient for C&Land RA cfREACH
Step 2: Is Exposure-Based W
aiving an option?
(Testing is technically possible)
If notpossible
Step 3: Perform
/ Propose Testing as last resort!!
OSIRIS StakeholderWS, March1st , Berlin 2010
Tools for CMRS ITSsesto be developed
Ref-lunch22 febr2010
OSIRIS StakeholderWS, March1st , Berlin 2010
Complex R
eproductive Cycle
Teamoverleg 29 sept09
Sexual Maturation
Gamete production
Fertilization
Preimplantation
embryogenesis
Transport of the
zygote
Implantation
Placental
development/
barrier function
Postimplantation
embryogenesis
Fetogenesis
Birth
Postnatal
developmentGrowth and
development
OSIRIS StakeholderWS, March1st , Berlin 2010
Coverage approach
for repro:
Dang et al,
Reproduct.Toxicol.
2009
ReProTect(FP6)
ChemScreen(FP7)
Tools for CMRS ITS to be developed
What are the NT
options?
What are options?
What are options?
OSIRIS StakeholderWS, March1st , Berlin 2010
34
Conclusions / Next steps
•A clear focusand template
for our objectives (given data, time …
.).
statisticians, toxicologists, software engineers, chemists etc…
. their languages and hobbies….
OSIRIS StakeholderWS, March1st , Berlin 2010
35
Conclusions / Next steps
•A clear focusand template
for our objectives (given data, time …
.).
•WoEapproach for categoricalendpoints: nearly finished.
•WoEapproach for continuous endpoints identified; yet to m
ake
statistically-founded.
•ITSsesfor sensitisation, mutagenicity, BCF, and aquatic toxare
introduced in the webtool(http://osiris.sim
mple.com; not yet public).
One continuous human health endpointneeds to be incorporated
asap(to allow validation by P5).
•Adaptedin vivotesting: what are the options?
•TTCs/ Exposure-based W
aiving options need to be incorporated.
OSIRIS StakeholderWS, March1st , Berlin 2010
•What is an acceptable probability (weight)?
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