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Liesbeth Preller
Beoordelen van piekblootstelling
aan oplosmiddelen Maar welke maat hanteren?
TNO KvL, CGC bijeenkomst 12 maart 20092
Used definitions
• Exposure based• ’High’ exposure during day
• ‘High’ exposure during longer period of time
• Rapid increase in exposure
• Health based• Period during which health effects occur
• Challenge of allergenic effects
• Reactive Airways Dysfunction Syndrome
TNO KvL, CGC bijeenkomst 12 maart 20093
Relevance
• Prevention of health effects due to peaks in
exposure
• (Effective) reduction of 8hr-TWA/dose by
reduction of exposure peaks
TNO KvL, CGC bijeenkomst 12 maart 20094
Background
• Role VOC peaks in Chronic Toxic
Encephalopathy suspected
• With similar dose, does exposure pattern with
peaks more harm than constant exposure?
• Do we (therefore) need standardization of
peaks? If yes, how?
TNO KvL, CGC bijeenkomst 12 maart 20095
‘Evidence’
• Not based on epidemiological data
• Toxicological data: some indications related to solvents
• Subjective acute effects sometimes in relation to chronic effects
• TNO study Bos et al., 1998
• Physiological Based PharmacoKinetic modelling
• Distribution of ‘mother’ compound over body tissues
• Comparison of realistic exposure scenarios with and
without peaks: PER, TRI, Toluene, Styrene
• High doses: peaks lead to higher brain and blood
concentrations
TNO KvL, CGC bijeenkomst 12 maart 20096
Study
• Evaluate ways to describe exposure profiles in
terms of peak exposure
• Measurements during spraying of VOC
• 27 workers, 15 companies in various sectors
• Direct reading instrument (PID)
• Charcoal tubes
TNO KvL, CGC bijeenkomst 12 maart 20097
TNO KvL, CGC bijeenkomst 12 maart 20098
TNO KvL, CGC bijeenkomst 12 maart 20099
TNO KvL, CGC bijeenkomst 12 maart 200910
TNO KvL, CGC bijeenkomst 12 maart 200911
TNO KvL, CGC bijeenkomst 12 maart 200912
Definition of a peak
Exposure above reference level
TNO KvL, CGC bijeenkomst 12 maart 200913
Peak characteristics
0 10 20 30
Time (min)
Ex
po
su
rele
ve
l Maximum peak
Reference level
Average peak=[E(A) + E(B) + E(C) + E(D) + E(E)]/5
A
B
C
Duration
of peak
Time between peaks
Number of peaks per hour = 6
Ratio=mean maximum
peak / mean average peakD
E
TNO KvL, CGC bijeenkomst 12 maart 200914
Peak measures
• Variation in reference level:
• TWA exposure during sampling
• OEL mix during sampling
• Variation in averaging time:
• 5 seconds
• 1 minute
• 15 minute
• Total of 36 peak measures
TNO KvL, CGC bijeenkomst 12 maart 200915
Averaging times
0 50 100 150 200 250 300 350 400 450 500
Time (sec)
Concentration
VOC (ppm)
TNO KvL, CGC bijeenkomst 12 maart 200916
Results - basic information
AM (SD )AM (SD )AM (SD )AM (SD ) R angeR angeR angeR ange
D uration (m in)D uration (m in)D uration (m in)D uration (m in) 46.5 (29)46.5 (29)46.5 (29)46.5 (29) 4.6 4.6 4.6 4.6 ---- 159 159 159 159
TW A exposure (ppm )TW A exposure (ppm )TW A exposure (ppm )TW A exposure (ppm )
78.4 (73)78.4 (73)78.4 (73)78.4 (73) 6.8 6.8 6.8 6.8 ---- 341 341 341 341
O ELm ix (ppm )O ELm ix (ppm )O ELm ix (ppm )O ELm ix (ppm ) 78.9 (68)78.9 (68)78.9 (68)78.9 (68) 26 26 26 26 –––– 288 288 288 288
TNO KvL, CGC bijeenkomst 12 maart 200917
Influence of reference value and
averaging time
Param eterParam eterParam eterParam eter AMAMAMAM O EL O EL O EL O EL vs vs vs vs
TW ATW ATW ATW A
longer av. longer av. longer av. longer av.
tim etim etim etim e
# peaks/hr# peaks/hr# peaks/hr# peaks/hr 1 1 1 1 –––– 71 71 71 71 <<<< <<<<
duration (sec)duration (sec)duration (sec)duration (sec) 33 33 33 33 –––– 1601 1601 1601 1601 >>>> >>>>
tim e betw een (sec)tim e betw een (sec)tim e betw een (sec)tim e betw een (sec) 32 32 32 32 ---- 792 792 792 792 >>>> >>>>
m axim um (ppm )m axim um (ppm )m axim um (ppm )m axim um (ppm ) 106 106 106 106 –––– 161 161 161 161 ==== ====
average (ppm )average (ppm )average (ppm )average (ppm ) 96 96 96 96 ---- 111 111 111 111 ==== ====
ratioratioratioratio 1.2 1.2 1.2 1.2 ––––2.42.42.42.4 >>>> ====
TNO KvL, CGC bijeenkomst 12 maart 200918
Exposure profile per sector
(OELmix, 5 sec.)
0 200 400 600 800 1000 1200 1400
Time (sec)
To
tal V
OC
co
nce
ntr
ation
Wood assembly
Spray painting of
transportation means
Glass-reinforced
plastics industry
TNO KvL, CGC bijeenkomst 12 maart 200919
Data analysis
• Principal components analysis
• 24 peak measures (15 min. values excl.),
plus TWA exposure during spraying
TNO KvL, CGC bijeenkomst 12 maart 200920
Principal Components Analysis
Com ponentCom ponentCom ponentCom ponent EigenEigenEigenEigen----
valuevaluevaluevalue
% Explained % Explained % Explained % Explained
variancevariancevariancevariance
VariablesVariablesVariablesVariables
1111 12.512.512.512.5 50505050 TW ATW ATW ATW A
m axim umm axim umm axim umm axim um
average average average average
2222 4.64.64.64.6 19191919 tim e betw een peakstim e betw een peakstim e betw een peakstim e betw een peaks
3333 3.33.33.33.3 13131313 # peaks/hr# peaks/hr# peaks/hr# peaks/hr
durationdurationdurationduration
TNO KvL, CGC bijeenkomst 12 maart 200921
Concluding remarks
• Results are situation specific
• Strategy can be used for variable reduction in description of
exposure scenario
• Improvement of exposure-response studies
• Input for standard setting for specific exposure indices
• Little evolution with regard to peak exposure, e.g. REACH.