risa1927-sup-0001-suppmat

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Appendix A: Parameter Values
Table A1: List of symbols
Chemical Abbreviations:
BZ:
BO:
PH:
PH Conj:
HQ:
HQ Conj:
MA:
PMA:
Cat:
Cat Conj:
BT:
BT Conj:
CT:
benzene
benzene oxide
phenol
phenol conjugates
hydroquinone
hydroquinone conjugates
muconic acid
phenylmercapturic acid
catechol
catechol conjugates
benzenetriol
benzenetriol conjugates
creatinine
Compartment Abbreviations:
F:
S:
R:
L:
M:
B:
V:
I:
E:
Blad:
fat
slowly perfused tissue
rapidly perfused tissue
liver
bone marrow
blood
mixed venous blood
inhaled air
exhaled air
bladder
Chemical Concentrations:
C ij :
BZ
A
BZ
V
C
C
concentration of chemical i in tissue j
:
:
concentration of benzene in arterial blood
concentration of benzene in mixed venous blood
CVi , j :
concentration of chemical i in venous blood leaving tissue j
CIBZ :
concentration of benzene in inhaled air
concentration of benzene in exhaled air
C
BZ
E
:
1
Table A2: Physiologic parameters used in the model
Variable
Value
BW
70
QP
300
QC
QP
QL
0.25 × QC
QM
0.04 × QC
QF
0.05 × QC
QS
0.22 × QC
QR
0.44 × QC
QU
1.5
VL
0.026 × BW
VM
0.04 × BW
VF
0.19 × BW
VS
0.58 × BW
VR
0.05 × BW
VB
0.074 × BW
VBlad
0.2
TL
VL × 1,000
TM
VM × 1,000
fDS
0.33
1
Reference weight
2
Travis et al.(5)
3
Medinsky et al.(25)
4
Fitzgerald and Brubaker(27)
5
Davies and Morris(26)
6
Hvarness et al.(32)
7
Organ Density = 1,000 g/l
8
Reddy et al.(31)
Units
kg
l/h
l/h
l/h
l/h
l/h
l/h
l/h
l/day
l
l
l
l
l
l
l
g
g
--
Description / Source
body weight1
alveolar (pulmonary) ventilation rate2
total cardiac output3
blood flow to liver3
blood flow to bone marrow2
blood flow to fat2
blood flow to SPT2
blood flow to RPT2
urinary flow rate4
volume of liver2
volume of bone marrow2
volume of fat2
volume of SPT2
volume of RPT2
volume of blood5
volume of bladder4,6
total mass of the liver7
total mass of the bone marrow7
fraction of dead volume in the lungs 8
2
Table A3: Metabolic kinetic parameters used in the model
Variable
C
CP
C
MP
V2E1
C
CYP
Vh
PH
Max,1
Mouse
57.3
387
Human
58
14.5
Calibrated
58
52.3
Units
mg/g tissue
mg/g tissue
Description
concentration of cytosolic protein per gram of live tissue
concentration of microsomal protein per gram liver tissue
Source: Mouse
Source: Human
Cole et al.
(14)
Csanády et al.(34)
Cole et al.
(14)
Lipscomb et al.(16,17)
(14)
Yokley et al.(15)
141
78.2
--
nmol/mg-hr
CYP2E1 specific activity
Cole et al.
--
--
0.056
nmol/mg
specific activity concentration
--
--
--
240
1/hr
Human calibrated velocity factor
--
V
0.0221
0.0302
0.0005
µmol/mg-hr
first maximum rate of PH metabolism
Cole et al.
PH
VMax
,2
Lipscomb et al.(16,17)
-(14)
Yokley et al.(15)
0.295
0.4029
0.4029
μmol/mg-hr
second maximum rate of PH metabolism
Cole et al.(14)
Yokley et al.(15)
V
HQ
Max
1.0456
0.7484
0.7484
μmol/mg-hr
maximum rate of conjugation for HQ
Seaton et al.(61)
Yokley et al.(15)
V
Cat
Max
HQ
Max
HQ
Max
HQ
Max
μmol/mg protein-hr
maximum rate of metabolism for Cat
Equivalent to HQ kinetics
Equivalent to HQ kinetics
HQ
VMax
μmol/mg protein-hr
maximum rate of metabolism for BT
Equivalent to HQ kinetics
Equivalent to HQ kinetics
V
V
BT
VMax
PH
m,1
V
1.4
1.4
1.4
μmol/l
first concentration at half-saturation of PH
Seaton et al.
K mPH, 2
220
220
220
μmol/l
second concentration at half-saturation of PH
Seaton et al.(61)
Seaton et al.(61)
K mHQ
746
746
746
μmol/l
concentration at half-saturation for HQ
Seaton et al.(61)
Seaton et al.(61)
K mCat
K mHQ
K mHQ
K mHQ
μmol/l
concentration at half-saturation for Cat
Equivalent to HQ kinetics
Equivalent to HQ kinetics
K mHQ
μmol/l
concentration at half-saturation for BT
Equivalent to HQ kinetics
Equivalent to HQ kinetics
0.0397
l/μmol
K
K
BT
m
A
BZ
A
PH
AHQ
A
Cat
A
BT
0.0397
0.0397
affinity parameter for CYP2E1 for BZ
(61)
Seaton et al.(61)
Nedelcheva et al.
(62)
Nedelcheva et al.(62)
0.013
0.013
0.013
l/μmol
affinity parameter for CYP2E1 for PH
Lovern et al.
1E-07
1E-07
1E-07
l/μmol
affinity parameter for CYP2E1 for HQ
Lovern et al.(63)
Lovern et al.(63)
1E-05
l/μmol
affinity parameter for CYP2E1 for Cat
Lovern et al.
(63)
Lovern et al.(63)
Cat
1E-05
1E-05
(63)
Lovern et al.(63)
l/μmol
affinity parameter for CYP2E1 for BT
Equivalent to Cat kinetics
Equivalent to Cat kinetics
k1
4.20E-05
4.20E-05
2E-05
l/nmol
efficiency of BZ to BO conversion
Lovern et al.(63)
Lovern et al.(63)
k2
32.16
32.16
32.16
1/hr
first-order rate constant for the conversion of BO to PH
Lovern et al.(63)
Lovern et al.(63)
k3
2.045
15
3
1/hr
first-order rate constant for the conversion of BO to MA
Cole et al.(14)
Yokley et al.(15)
(14)
Yokley et al.(15)
k4
k5
k6
A
0.85
4E-05
2.13E-06
0.7
4E-05
2.13E-06
0.2
4E-05
4E-05
1/hr
l/nmol
l/nmol
first-order rate constant for the conversion of BO to PMA
efficiency of PH to HQ conversion
efficiency of PH to CAT conversion
Cole et al.
Lovern et al.
(63)
Lovern et al.(63)
Lovern et al.
(63)
Lovern et al.(63)
(63)
Lovern et al.(63)
k7
2.03E-07
2.03E-07
5E-07
l/nmol
efficiency of HQ to BT conversion
Lovern et al.
k9
29.58
0.1163
0.1163
1/hr
binding constant of PH to tissue macromolecules
Cole et al.(14)
Yokley et al.(15)
binding constant of HQ to tissue macromolecules
(14)
Yokley et al.(15)
k10
k11
Mfrac
421
1E-09
--
0.1443
-0.04
0.1443
1E-09
0.04
1/hr
l/nmol
--
efficiency of CAT to BT conversion
metabolic rate of BZ to BO in bone marrow relative to liver
Cole et al.
Lovern et al.
Travis et al.
(63)
(5)
Lovern et al.(63)
Travis et al.(5)
3
Table A4: Partition coefficients used in the model
Variable
PSBZ
Values
7.4
406 / PB
11 / PB
15 / PB
PLBZ
PRBZ
BZ
M
BO
F
BO
R
P
120 / PB
P
P
PFBZ
PRBZ
PSBO
PSBZ
PLBO
PMBO
PLBZ
PMBZ
PFPH
PRPH
PSPH
27.63
2.17
1.22
PLPH
PMPH
PRPH
PRPH
PFHQ
PRHQ
PSHQ
4.06
1.04
0.94
PLHQ
PMHQ
PRHQ
PRHQ
PFCat
PRCat
PSCat
PFHQ
PRHQ
PSHQ
PLCat
PMCat
PLHQ
PMHQ
PFBT
PRBT
PSBT
PFHQ
PRHQ
PSHQ
PLBT
PLHQ
PMHQ
PB
PFBZ
PRBZ
BT
M
P
Units
--------------------------------
Description
BZ blood/air
BZ fat/blood
BZ RPT/blood
BZ SPT/blood
BZ liver/blood
BZ marrow/blood
BO fat/blood
BO RPT/blood
BO SPT/blood
BO liver/blood
BO marrow/blood
PH fat/blood
PH RPT/blood
PH SPT/blood
PH liver/blood
PH marrow/blood
HQ fat/blood
HQ RPT/blood
HQ SPT/blood
HQ liver/blood
HQ marrow/blood
Cat fat/blood
Cat RPT/blood
Cat SPT/blood
Cat liver/blood
Cat marrow/blood
BT fat/blood
BT RPT/blood
BT SPT/blood
BT liver/blood
BT marrow/blood
Source
Travis et al.(5)
Travis et al.(5)
Travis et al.(5)
Travis et al.(5)
Same as RPT
Travis et al.(5)
Same as BZ
Same as BZ
Same as BZ
Same as BZ
Same as BZ
Leung et al.(64)
Leung et al.(64)
Leung et al.(64)
Same as RPT
Same as RPT
Leung et al.(64)
Leung et al.(64)
Leung et al.(64)
Leung et al.(64)
Leung et al.(64)
Same as HQ
Same as HQ
Same as HQ
Same as HQ
Same as HQ
Same as HQ
Same as HQ
Same as HQ
Same as HQ
Same as HQ
4
Table A5: Background metabolite parameters used in the model
Variable
Value Units
Description / Source
CTProd/BW
15.5 ± 2.3a mg/kg/day
creatinine prod. / BW1
CTProd
CTProd/BW × BW mg creatinine /day
daily creatinine prod.
CPMA/CT
0.00088 mg/g creatinine
Specific PMA conc.2
CMA/CT
0.31 mg/g creatinine
Specific MA conc.2
CHQ/CT
4.34 mg/g creatinine
Specific HQ conc.2
CCat/CT
2.84 mg/g creatinine
Specific Cat conc.2
CPH/CT
11.9 mg/g creatinine
Specific PH conc.2
MWPMA
239.29 g/mol
PMA molecular weight
MWMA
142.11 g/mol
MA molecular weight
MWHQ
110.11 g/mol
HQ molecular weight
MWCat
110.11 g/mol
Cat molecular weight
MWPH
94.111 g/mol
PH molecular weight
a
Assuming normally distributed with Mean ± SD, based on 2.5%-ile and
97.5%-ile values of 11 and 20 mg/kg/day from Cecil et al.(33)
5
Appendix B: Mathematical Model
In the liver and bone marrow, the rate of conversion of benzene to benzene oxide in µmol/hr
is modeled as shown in Equations B1 and B2, where k1 is a kinetic rate constant, π‘‰β„Ž is a human
velocity calibration factor, 𝐢 πΆπ‘Œπ‘ƒ is the concentration of cytosolic protein, C LBZ and CMBZ are the
concentrations of benzene in the liver and bone marrow, CMP is the amount of microsomal
protein per milligram of liver, TL and TM are the total masses of the liver and bone marrow, and
𝐷𝐿 and 𝐷𝑀 are saturation factors. The mean concentration of cytosolic protein, 𝐢 πΆπ‘Œπ‘ƒ , of 0.0499 ±
0.017 nmol of CYP2E1 per mg of microsomal protein, is based on a dataset from 20 individuals
reported by Lipscomb et al.(17) Additionally, Lipscomb et al.(16) report a more extensive dataset
containing 60 samples, with a similar mean of 0.0545 ± 0.0241 nmol CYP2E1 per mg
microsomal protein. The expressions for DL and DM (Equations B11 and B12) and the affinity
coefficients ABZ, APH, AHQ, and ACat were empirically derived by Lovern et al.(63) The affinity
coefficient ABT was set equal to ACat. Together, these parameters account for both the saturability
of enzyme active sites and competition for active sites between the five compounds. Rate
expressions for the conversion of phenol to hydroquinone, phenol to catechol, hydroquinone to
benzenetriol, and catechol to benzenetriol in the liver are similarly defined. Travis et al.(5) found
that using a metabolic rate of benzene in the marrow of roughly four percent that of the liver
adequately matched rodent data sets. Therefore, to characterize the rate of benzene oxidation in
the bone marrow, the rate expression in Equation B2 was multiplied by Mfrac = 0.04.
Product inhibition of the conversion of benzene oxide to phenol, muconic acid, and
phenylmercapturic acid is considered negligible, and rate expressions are assumed to be first
order, and of the form shown in Equations B13 – B18, where k2, k3 and k4 are kinetic rate
6
constants, C LBO and C MBO are the concentrations of benzene oxide in the liver and bone marrow,
and VL and VM are the volumes of the liver and bone marrow compartments, respectively.
The conversions of hydroquinone, catechol, and benzenetriol to their respective conjugated
metabolites were modeled using Michaelis-Menten kinetics based on data published by Seaton et
al.,(61) with forms shown in Equations B19 – B24. The conversion of phenol to its conjugates,
however, was modeled using the experimental data from Seaton et al.(61), who postulate that the
rate of phenol sulfation can be described as the sum of two saturable terms, as shown in
Equations B25 and B26 for metabolism in the liver and bone marrow, respectively.
Metabolic Rate and Mass Balance Equations
Metabolic rates are indicated by the form RM ij ,L or RM ij ,M and represent the rate at which
compound i is metabolized into product j. The subscripts L and M represent metabolic rates in
the liver and bone marrow, respectively.
𝐡𝑍
𝑅𝑀𝐡𝑂,𝐿
= π‘˜1
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝐿𝐡𝑍
𝐡𝑍
𝑅𝑀𝐡𝑂,𝑀
= π‘€π‘“π‘Ÿπ‘Žπ‘ π‘˜1
𝐡𝑍
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝑀
𝐷𝑀
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝐿𝑃𝐻
𝑃𝐻
𝑅𝑀𝐻𝑄,𝐿
= π‘˜5
𝑃𝐻
π‘…π‘€πΆπ‘Žπ‘‘,𝐿
= π‘˜6
𝑃𝐻
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝑀
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝐿𝑃𝐻
𝑃𝐻
π‘…π‘€πΆπ‘Žπ‘‘,𝑀
= π‘˜6
𝐻𝑄
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝐿
𝐷𝐿
(B2)
(B3)
(B4)
𝐢 𝑀𝑃 𝑇𝐿
(B5)
𝑃𝐻
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝑀
𝐷𝑀
(B1)
𝐢 𝑀𝑃 𝑇𝑀
𝐷𝑀
𝐷𝐿
𝐢 𝑀𝑃 𝑇𝑀
𝐢 𝑀𝑃 𝑇𝐿
𝐷𝐿
𝑃𝐻
𝑅𝑀𝐻𝑄,𝑀
= π‘˜5
𝐻𝑄
𝑅𝑀𝐡𝑇,𝐿
= π‘˜7
𝐢 𝑀𝑃 𝑇𝐿
𝐷𝐿
𝐢 𝑀𝑃 𝑇𝑀
𝐢 𝑀𝑃 𝑇𝐿
(B6)
(B7)
7
𝐻𝑄
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝑀
𝐻𝑄
𝑅𝑀𝐡𝑇,𝑀
= π‘˜7
𝐷𝑀
πΆπ‘Žπ‘‘
𝑅𝑀𝐡𝑇,𝐿
= π‘˜11
𝐢 𝑀𝑃 𝑇𝑀
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ πΆπΏπΆπ‘Žπ‘‘
𝐷𝐿
πΆπ‘Žπ‘‘
𝑅𝑀𝐡𝑇,𝑀
= π‘˜11
𝐢 𝑀𝑃 𝑇𝐿
πΆπ‘Žπ‘‘
π‘‰β„Ž 𝐢 πΆπ‘Œπ‘ƒ 𝐢𝑀
𝐷𝑀
𝐢 𝑀𝑃 𝑇𝑀
(B8)
(B9)
(B10)
DL ο€½ 1  A BZ C LB  A PH C LPH  A HQ C LHQ  ACat C LCat  A BT C LBT
DM ο€½ 1  A BZ C MB  A PH C MPH  A HQ C MHQ  ACat C MCat  A BT C MBT
(B11)
(B12)
BO
BO
RM PH
, L ο€½ k 2CL VL
(B13)
BO
BO
RM PH
, M ο€½ k 2 C M VM
(B14)
BO
BO
RM MA
, L ο€½ k3CL VL
(B15)
BO
BO
RM MA
, M ο€½ k 3 C M VM
(B16)
BO
BO
RM PMA
, L ο€½ k 4 C L VL
(B17)
BO
BO
RM PMA
, M ο€½ k 4 C M VM
(B18)
RM
HQ
HQ Conj , L
HQ HQ
VMax
C
ο€½ HQ L HQ C MPTL
K m  CL
HQ HQ
VMax
CM
C MPTM
HQ
HQ
K m  CM
HQ
RM HQ
Conj ,M ο€½
Cat
RM Cat
Conj , L ο€½
Cat Cat
VMax
CL
C MPTL
Cat
Cat
K m  CL
Cat
RM Cat
Conj , M ο€½
RM
BT
BT Conj , L
Cat Cat
VMax
CM
C MPTM
Cat
Cat
K m  CM
BT
VMax
C LBT
ο€½ BT
C MPTL
BT
K m  CL
BT
RM BT
Conj , M ο€½
BT
VMax
C MBT
C MPTM
K mBT  C MBT
PH
PH
PH
PH
 VMax
οƒΆ CP
VMax
,1C L
, 2C L

οƒ·C TL
RM
ο€½  PH

PH
PH
PH οƒ·
K

C
K

C
L
m,2
L
 m ,1
οƒΈ
PH
PH
PH
PH
 VMax,1C M
VMax, 2C M οƒΆ CP
PH

οƒ·
RM PH
ο€½

Conj , M
 K PH  C PH K PH  C PH οƒ·C TM
M
m, 2
M οƒΈ
 m,1
PH
PH Conj , L
Total Mass of liver and bone marrow:
TL ο€½ VL ο‚΄ 103 g l
TM ο€½ VM ο‚΄ 103 g l
(B19)
(B20)
(B21)
(B22)
(B23)
(B24)
(B25)
(B26)
(B27)
(B28)
8
Blood Flow
Concentration of benzene in the mixed venous blood:
C BZ Q  CVBZ,S QS  CVBZ, R QR  CVBZ, L QL  CVBZ,M QM
CVBZ ο€½ V , F F
QC
Pseudo-steady-state gas exchange equation for benzene concentration in arterial blood:
C BZ Q  CVBZ QC
C ABZ ο€½ I P
QP PB  QC
Concentration of benzene in the exhaled breath:
BZ
CEBZ ο€½ f DS CIBZ  1 ο€­ f DS C AL
Concentration of chemical i in venous blood leaving compartment j:
C ij
i
CV , j ο€½ i
Pj
(B29)
(B30)
(B31)
(B32)
Area under the curve of chemical i in tissue j:
t
AUC ο€½  C ij t dt
i
j
(B33)
0
Benzene


dC FBZ
ο€½ QF C ABZ ο€­ CVBZ,F
dt
dCSBZ
VS
ο€½ QS C ABZ ο€­ CVBZ,S
SPT:
dt
dC RBZ
VR
ο€½ QR C ABZ ο€­ CVBZ, R
RPT:
dt
dCLBZ
BZ
ο€½ QL C ABZ ο€­ CVBZ, L ο€­ RM BO
Liver: VL
,L
dt
dCMBZ
BZ
ο€½ QM C ABZ ο€­ CVBZ, M ο€­ RM BO
Marrow: VM
,M
dt
Fat:
VF








(B34)
(B35)
(B36)
(B37)
(B38)
Benzene Oxide
dCBBO
ο€½ QF CVBO,F  QS CVBO,S  QRCVBO,R  QLCVBO,L  QM CVBO,M ο€­ QC CBBO
Blood: VB
dt
dCFBO
VF
ο€½ QF CBBO ο€­ CVBO, F
Fat:
dt


(B39)
(B40)
9


(B41)


(B42)


(B43)
dCSBO
ο€½ QS CBBO ο€­ CVBO, S
dt
dC BO
VR R ο€½ QR CBBO ο€­ CVBO, R
RPT:
dt
dC BO
BZ
BO
BO
BO
Liver: VL L ο€½ QL CBBO ο€­ CVBO, L  RM BO
, L ο€­ RM PH , L ο€­ RM MA, L ο€­ RM PMA, L
dt
dCMBO
BZ
BO
BO
BO
ο€½ QM CBBO ο€­ CVBO, M  RM BO
Marrow: VM
, M ο€­ RM PH , M ο€­ RM MA, M ο€­ RM PMA, M
dt
SPT:
VS


(B44)
Phenol
dCBPH
ο€½ QF CVPH,F  QS CVPH,S  QRCVPH,R  QLCVPH,L  QM CVPH,M ο€­ QC CBPH ο€­ k9VBCBPH
(B45)
dt
dCFPH
VF
ο€½ QF CBPH ο€­ CVPH,F ο€­ k9VF CFPH
Fat:
(B46)
dt
dCSPH
VS
ο€½ QS CBPH ο€­ CVPH,S ο€­ k9VS CSPH
SPT:
(B47)
dt
dCRPH
VR
ο€½ QR CBPH ο€­ CVPH,R ο€­ k9VRCRPH
RPT:
(B48)
dt
dCLPH
BO
PH
PH
PH
PH
ο€½ QL CBPH ο€­ CVPH,L  RM PH
Liver: VL
(B49)
, L ο€­ RM HQ, L ο€­ RM Cat , L ο€­ RM PH Conj , L ο€­ k9VL CL
dt
dCMPH
BO
PH
PH
PH
PH
ο€½ QM CBPH ο€­ CVPH,M  RM PH
Marrow: VM
,M ο€­ RM HQ,M ο€­ RM Cat ,M ο€­ RM PH Conj ,M ο€­ k9VM CM (B50)
dt
Blood: VB










Hydroquinone
dC BHQ
HQ
HQ
HQ
HQ
HQ
HQ
ο€½ QF CVHQ
, F  QS CV , S  QR CV , R  QL CV , L  QM CV , M ο€­ QC C B ο€­ k10VB C B
dt
dC FHQ
HQ
VF
ο€½ QF C BHQ ο€­ CVHQ
Fat:
, F  ο€­ k10VF C F
dt
dC SHQ
HQ
VS
ο€½ QS C BHQ ο€­ CVHQ
SPT:
, S ο€­ k10VS C S
dt
dC RHQ
HQ
VR
ο€½ QR C BHQ ο€­ CVHQ
RPT:
, R  ο€­ k10VR C R
dt
dC LHQ
PH
HQ
HQ
HQ
ο€½ QL C BHQ ο€­ CVHQ
Liver: VL
, L  RM HQ, L ο€­ RM BT , L ο€­ RM HQ Conj , L ο€­ k10VL C L
dt
dCMHQ
PH
HQ
HQ
HQ
ο€½ QM C BHQ ο€­ CVHQ
Marrow: VM
, M   RM HQ, M ο€­ RM BT , M ο€­ RM HQ Conj , M ο€­ k10VM C M
dt
Blood: VB




(B51)
(B52)
(B53)
(B54)
(B55)
(B56)
10
Catechol
dC BCat
Cat
Cat
Cat
Cat
Cat
ο€½ QF CVCat
, F  QS CV , S  QR CV , R  QL CV , L  QM CV , M ο€­ QC C B
dt
dC FCat
VF
ο€½ QF C BCat ο€­ CVCat, F
Fat:
dt
dC SCat
VS
ο€½ QS C BCat ο€­ CVCat
SPT:
,S
dt
dC RCat
VR
ο€½ QR C BCat ο€­ CVCat
RPT:
,R
dt
dC LCat
PH
Cat
Cat
ο€½ QL C BCat ο€­ CVCat
Liver: VL
, L  RM Cat , L ο€­ RM BT , L ο€­ RM Cat Conj , L
dt
dC MCat
PH
Cat
Cat
ο€½ QM C BCat ο€­ CVCat
Marrow: VM
, M  RM Cat , M ο€­ RM BT , M ο€­ RM Cat Conj , M
dt
Blood: VB
(B57)


(B58)


(B59)


(B60)


(B61)


(B62)
Benzenetriol
dC BBT
ο€½ QF CVBT, F  QS CVBT,S  QR CVBT,R  QL CVBT, L  QM CVBT,M ο€­ QC C BBT
dt
dC FBT
VF
ο€½ QF C BBT ο€­ CVBT, F
Fat:
dt
dC SBT
VS
ο€½ QS C BBT ο€­ CVBT,S
SPT:
dt
dC RBT
VR
ο€½ QR C BBT ο€­ CVBT,R
RPT:
dt
dC LBT
HQ
Cat
BT
ο€½ QL C BBT ο€­ CVBT,L  RM BT
Liver: VL
, L  RM BT , L ο€­ RM BT Conj , L
dt
dCMBT
HQ
Cat
BT
ο€½ QM C BBT ο€­ CVBT,M  RM BT
Marrow: VM
, M  RM BT , M ο€­ RM BT Conj , M
dt
Blood: VB
(B63)




(B65)


(B66)


(B67)


(B64)
(B68)
Muconic Acid
dM MA
BO
BO
ο€½ RM MA
, L  RM MA, M
dt
MA
dCBlad
BO
BO
MA
ο€½ RM MA
Bladder: VBlad
,L  RM MA,M  CMA / CT CTProd ο€­ QU C Blad
dt
MA
Initial: CBlad t ο€½0 ο€½ CMA / CT CTProd QU
Amount:
(B69)
(B70)
(B71)
Phenylmercapturic Acid
Amount:
dM PMA
BO
BO
ο€½ RM PMA
, L  RM PMA, M
dt
(B72)
11
PMA
dCBlad
BO
BO
PMA
ο€½ RM PMA
,L  RM PMA,M  C PMA / CT CTProd ο€­ QU C Blad
dt
PMA
CBlad t ο€½0 ο€½ CPMA/ CT CTProd QU
Bladder: VBlad
(B73)
Initial:
(B74)
Catechol Conjugates
dM Cat Conj
Cat
Cat
ο€½ RM Cat
Conj , L  RM Cat Conj , M
dt
Cat Conj
dCBlad
Cat
Cat
Cat Conj
ο€½ RM Cat
Bladder: VBlad
Conj ,L  RM Cat Conj ,M  CCat / CT CTProd ο€­ QU C Blad
dt
Cat Conj
Initial: CBlad t ο€½0 ο€½ CCat / CT CTProd QU
Amount:
(B75)
(B76)
(B77)
Phenol Conjugates
dM PH Conj
PH
PH
ο€½ RM PH
Conj , L  RM PH Conj , M
dt
PH Conj
dCBlad
PH
PH
PH Conj
ο€½ RM PH
Bladder: VBlad
Conj ,L  RM PH Conj ,M  CPH / CT CTProd ο€­ QU CBlad
dt
PH Conj
Initial: CBlad t ο€½0 ο€½ CPH / CT CTProd QU
Amount:
(B78)
(B79)
(B80)
Benzenetriol Conjugates
Amount:
dM BT Conj
BT
BT
ο€½ RM BT
Conj , L  RM BT Conj , M
dt
(B81)
Hydroquinone Conjugates
dM HQ Conj
HQ
HQ
ο€½ RM HQ
Amount:
Conj ,L  RM HQ Conj ,M
dt
HQ Conj
dCBlad
HQ
HQ
HQ Conj
ο€½ RM HQ
Bladder: VBlad
Conj ,L  RM HQ Conj ,M  C HQ / CT CTProd ο€­ QU C Blad
dt
HQConj
Initial: CBlad
t ο€½0 ο€½ CHQ / CT CTProd QU
(B82)
(B83)
(B84)
12
Appendix C: Additional validation studies
1
Benzene in Breath (ppm)
0.1
0.01
0.001
0.0001
0
1
2
3
4
5
6
7
Time (days)
Figure C1: Breath measurements following cessation of occupational exposure, as reported by
Berlin et al.(36) Model results are for 8 hours of exposure to 0.5 ppm benzene, followed by a
background exposure of 0.005 ppm.
13
100
Women
Breath Concentration (ppm)
Men
10
1
0.1
0
4
8
12
Time (hr)
16
20
24
Figure C2: Breath concentrations measured by Nomiyama and Nomiyama during four hours of
exposure to 57 ppm benzene.(37,38)
14
100
1 hr @ 99 ppm
Model Curves:
1 hr @ 99 ppm
4.8 hr @ 25 ppm
8 hr @ 13.5 ppm
8 hr @ 6.4 ppm
4.8 hr @ 25 ppm
10
8 hr @ 13.5 ppm
Concentration (ppm)
8 hr @ 6.4 ppm
1
0.1
0.01
0.001
0
20
40
60
80
100
Time (hr)
Figure C3: Results of Sherwood(40) and model predictions for four exposure scenarios.
15
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