Table 1 Parameters used for health risk assessment calculations
Symbol
|
Definition
|
Values
|
References
|
C
|
Metal concentration (µg/L)
|
Specific
|
-
|
IR
|
Ingestion rate (L/day)
|
2, 1.6, and 1.0 for adult male, adult female, and children, respectively
|
(USEPA 2011)
|
EF
|
Exposure frequency (day/year)
|
350 for regular activities
|
(USEPA 2011)
|
ED
|
Exposure duration (year)
|
70 for adult and 12 years for children
|
(USEPA 2011)
|
BW
|
Body weight (kg)
|
65, 55, and 16 for adult male, adult female, and children, respectively
|
(USEPA 2015)
|
AT
|
Averaging time for non-carcinogens
|
365 × ED
|
(USDOE 2011)
|
SA
|
Exposure skin area (cm2)
|
19000, 16000 and 6800 m2 for adult male, adult female, and children, respectively
|
(USEPA 2011)
|
Kp
|
Permeability coefficient (cm/h)
|
2×10-3, 2×10-4, 1×10-3, 1×10-3, 1×10-3 and 1×10-4 for Cr, Ni, Cu, As, Cd and Pb, respectively
|
(USEPA 2011)
|
ET
|
Exposure time (h/day)
|
0.75, 1.00, and 0.50 for adult male, adult female, and children, respectively
|
(USDOE 2011)
|
EV
|
Event frequency (event/day)
|
1
|
(USEPA 2011)
|
RfDoral
|
Reference dose (mg/kg/day)
|
Cr 0.003, Ni 0.02, Cu 0.04, As 0.0003, Cd 0.005, and Pb 0.0035
|
(USEPA 2008; USDOE 2011)
|
ABSdermal
|
Dermal absorption fraction (unitless)
|
Cr 0.001, Ni 0.001, Cu 0.01, As 0.03, Cd 0.001, and Pb 0.001
|
(USEPA 2011)
|
CSF
|
Cancer slop factor
|
Ni 0.0017, As 1.50, Pb 0.000009
|
(USEPA 2011; USDOE 2011)
|
PLa
|
Permissible concentration in water (mg/L)
|
Cr 0.05, Ni 0.07, Cu 1.3, As 0.01, Cd 0.003, Pb 0.015
|
(ATSDR 2012)
|
Table 2 Descriptive statistics of pH, electrical conductivity (EC, mS/cm), and toxic metal concentrations (µg/L) in surface water samples collected during summer (S) and winter (W) seasons from Louhajang River, Bangladesh
Statistical parameter
|
pH
|
EC
|
Cr
|
Ni
|
Cu
|
As
|
Cd
|
Pb
|
S
|
W
|
S
|
W
|
S
|
W
|
S
|
W
|
S
|
W
|
S
|
W
|
S
|
W
|
S
|
W
|
Minimum
|
6.22
|
6.55
|
345
|
647
|
0.18
|
0.25
|
0.02
|
0.03
|
0.96
|
1.54
|
2.18
|
3.06
|
0.02
|
0.02
|
0.49
|
0.78
|
Maximum
|
7.31
|
7.43
|
654
|
798
|
9.43
|
13.2
|
11.9
|
19.04
|
9.95
|
15.92
|
8.94
|
12.51
|
1.73
|
2.42
|
9.84
|
15.74
|
Mean
|
6.95
|
7.12
|
535.48
|
724.00
|
4.36
|
6.10
|
3.17
|
5.07
|
4.80
|
7.67
|
4.88
|
6.84
|
0.37
|
0.51
|
3.94
|
6.30
|
Medium
|
6.98
|
7.22
|
558.50
|
734.00
|
4.41
|
6.17
|
2.60
|
4.15
|
5.06
|
8.10
|
4.82
|
6.76
|
0.30
|
0.41
|
3.26
|
5.22
|
SDa
|
0.25
|
0.22
|
78.66
|
37.78
|
1.94
|
2.72
|
3.08
|
4.93
|
2.23
|
3.57
|
1.34
|
1.87
|
0.39
|
0.55
|
2.74
|
4.38
|
RSDb
|
3.55
|
3.08
|
14.69
|
5.22
|
44.58
|
44.55
|
97.17
|
97.17
|
46.53
|
46.53
|
27.38
|
27.35
|
107.15
|
107.39
|
69.54
|
69.55
|
Kurtosis
|
2.16
|
-0.36
|
-0.46
|
-0.72
|
0.70
|
0.71
|
2.30
|
2.30
|
-0.10
|
-0.10
|
1.14
|
1.14
|
3.19
|
3.14
|
-0.98
|
-0.98
|
Skewness
|
-1.38
|
-0.82
|
-0.52
|
-0.37
|
0.40
|
0.40
|
1.63
|
1.63
|
0.15
|
0.15
|
0.55
|
0.55
|
1.71
|
1.69
|
0.53
|
0.53
|
Pc
|
0.002
|
|
0.000
|
|
0.001
|
|
0.042
|
|
0.000
|
|
0.000
|
|
0.175
|
|
0.005
|
|
BDWSd
|
NRe
|
|
NR
|
|
50
|
|
100
|
|
1000
|
|
50
|
|
5
|
|
50
|
|
WHOf
|
NR
|
|
< 1500
|
|
5
|
|
70
|
|
2000
|
|
10
|
|
3
|
|
10
|
|
TRVg
|
NR
|
|
NR
|
|
11
|
|
52
|
|
9
|
|
150
|
|
2
|
|
3
|
|
ALWPLh
|
NR
|
|
NR
|
|
2000
|
|
150000
|
|
4000
|
|
50000
|
|
1800
|
|
7000
|
|
ILWPLi
|
NR
|
|
NR
|
|
100000
|
|
200000
|
|
200000
|
|
100000
|
|
10000
|
|
200000
|
|
a standard deviation; b relative standard deviation; c p value of independent sample t-test; d Bangladesh Drinking water standard (DoE, 1997); e not reported; f Word Health Organization standard (WHO, 2004); g Toxicity reference value (USEPA, 1999); h Aquatic life water permissible limits (CCME, 2007); i Irrigation life water permissible limits (CCME, 2007; NRMMCA, 2011)
Table 3 Comparison of the mean toxic metal concentrations (μg/L) in surface water samples collected during summer and winter seasons from Louhajang River, Bangladesh, with other water samples from some rivers in Bangladesh and others across the globe
River name
|
Region
|
Cr
|
Ni
|
Cu
|
As
|
Cd
|
Pb
|
References
|
Louhajang (Sa)
|
Bangladesh
|
4.35
|
3.16
|
4.79
|
4.88
|
0.36
|
3.93
|
Present study
|
Louhajang (Wb)
|
Bangladesh
|
9.04
|
5.07
|
7.67
|
6.83
|
0.51
|
6.30
|
Present study
|
Buriganga
|
Bangladesh
|
114.00
|
150.00
|
NRa
|
134
|
59
|
119
|
Bhuiyan et al. 2015
|
Meghna
|
Bangladesh
|
14.54
|
5.00
|
NR
|
11.32
|
3.04
|
4.40
|
Islam et al., 2020
|
Shitolokkha
|
Bangladesh
|
56.80
|
24.60
|
NR
|
8.38
|
1.84
|
15.60
|
Islam et al., 2020
|
Pasur
|
Bangladesh
|
40.00
|
21.40
|
NR
|
12.34
|
9.80
|
26.60
|
Islam et al., 2020
|
Rupsha
|
Bangladesh
|
45.20
|
18.70
|
NR
|
3.52
|
6.50
|
18.40
|
Islam et al., 2020
|
Korotoa
|
Bangladesh
|
77.70
|
35.5
|
67.00
|
41.5
|
9.5
|
31
|
Islam et al., 2015
|
Zohreh
|
Iran
|
2.50
|
12.5
|
NR
|
NR
|
0.5
|
9.9
|
Ahmadee et al., 2016
|
Yellow
|
China
|
6.54
|
1.97
|
NR
|
2.4
|
0.03
|
0.21
|
Gao et al., 2019
|
To Lich
|
Vietnam
|
2.90
|
7.60
|
NR
|
39.10
|
8.10
|
NR
|
Thuong et al., 2013
|
Huai
|
China
|
23.08
|
46.19
|
NR
|
NR
|
61.74
|
155.0
|
Wang et al., 2017
|
Tarim
|
China
|
0.43
|
1.79
|
NR
|
3.07
|
0.02
|
0.45
|
Xiao et al., 2014
|
a summer season; b winter season; c not reported
Table 4 Pearson's correlation coefficient matrices of pH, electrical conductivity (EC), and toxic metal concentrations in surface water samples collected during summer and winter seasons from Louhajang River, Bangladesh
Summer season
|
|
pH
|
EC
|
Cr
|
Ni
|
Cu
|
As
|
Cd
|
Pb
|
pH
|
1.000
|
|
|
|
|
|
|
|
EC
|
0.346*
|
1.000
|
|
|
|
|
|
|
Cr
|
0.200
|
0.029
|
1.000
|
|
|
|
|
|
Ni
|
0.039
|
-0.231
|
0.450**
|
1.000
|
|
|
|
|
Cu
|
0.079
|
0.177
|
0.100
|
0.253
|
1000
|
|
|
|
As
|
-0.274
|
0.061
|
-0.299
|
-0.340*
|
0.233
|
1000
|
|
|
Cd
|
0.093
|
-0.057
|
0.382*
|
0.389*
|
-0.012
|
-0.504**
|
1.000
|
|
Pb
|
0.176
|
-0.107
|
0.269
|
0.045
|
0.269
|
-0.229
|
0.246
|
1.000
|
Winter season
|
pH
|
1.000
|
|
|
|
|
|
|
|
EC
|
0.162
|
1.000
|
|
|
|
|
|
|
Cr
|
0.032
|
0.154
|
1.000
|
|
|
|
|
|
Ni
|
0.121
|
-0.150
|
0.450**
|
1.000
|
|
|
|
|
Cu
|
-0.150
|
0.099
|
.0100
|
0.253
|
1.000
|
|
|
|
As
|
0.174
|
0.386*
|
-0.299
|
-0.340*
|
0.233
|
1.000
|
|
|
Cd
|
0.005
|
-0.364*
|
0.382*
|
0.389*
|
-0.012
|
-0.504**
|
1.000
|
|
Pb
|
0.147
|
0.048
|
0.269
|
0.045
|
0.269
|
-0.229
|
0.246
|
1.000
|
*Correlation is significant at the 0.05 level (2-tailed)
**Correlation is significant at the 0.01 level (2-tailed)
Table 5 Rotated component matrix obtained from principal component analysis of pH, electrical conductivity (EC), and toxic metal concentrations in surface water samples collected during summer and winter seasons from Louhajang River, Bangladesh
Parameter
|
Summer season
|
Winter season
|
PC1
|
PC2
|
PC3
|
PC1
|
PC2
|
PC3
|
pH
|
0.281
|
0.784
|
0.039
|
0.242
|
0.291
|
0.773
|
EC
|
-0.192
|
0.816
|
0.101
|
0.160
|
0.766
|
0.176
|
Cr
|
0.663
|
0.095
|
0.291
|
0.765
|
-0.105
|
0.093
|
Ni
|
0.640
|
-0.302
|
0.348
|
0.657
|
-0.283
|
-0.053
|
Cu
|
-0.074
|
0.085
|
0.925
|
0.446
|
0.376
|
-0.714
|
As
|
-0.793
|
-0.151
|
0.325
|
-0.300
|
0.790
|
-0.069
|
Cd
|
0.773
|
-0.019
|
-0.015
|
0.507
|
-0.638
|
0.060
|
Pb
|
0.386
|
0.099
|
0.432
|
0.609
|
0.065
|
-0.014
|
Table 6 Hazard index and total cancer risk through oral and dermal pathways for adult male, adult female and children of some toxic metals in water samples (n= 40) in the summer and the winter seasons from Louhajang River, Bangladesh
Index
|
Category
|
SPa
|
Cr
|
Ni
|
Cu
|
As
|
Cd
|
Pb
|
Summer
|
Winter
|
Summer
|
Winter
|
Summer
|
Winter
|
Summer
|
Winter
|
Summer
|
Winter
|
Summer
|
Winter
|
HI
|
Adult male
|
Min
|
2.52E+01
|
3.50E+01
|
4.21E-02
|
6.31E-02
|
5.05E-01
|
8.10E-01
|
2.60E-01
|
3.65E-01
|
8.41E-01
|
8.41E-01
|
2.95E+00
|
4.69E+00
|
Max
|
1.32E+03
|
1.85E+03
|
2.50E+01
|
4.01E+01
|
5.24E+00
|
8.38E+00
|
1.07E+00
|
1.49E+00
|
7.27E+01
|
1.02E+02
|
5.92E+01
|
9.47E+01
|
Adult female
|
Min
|
3.35E+01
|
4.65E+01
|
5.58E-02
|
8.37E-02
|
6.70E-01
|
1.08E+00
|
6.78E+01
|
9.51E+01
|
1.12E+00
|
1.12E+00
|
3.91E+00
|
6.22E+00
|
Max
|
1.75E+03
|
2.45E+03
|
3.32E+01
|
5.31E+01
|
6.95E+00
|
1.11E+01
|
2.78E+02
|
3.89E+02
|
9.65E+01
|
1.35E+02
|
7.85E+01
|
1.26E+02
|
Children
|
Min
|
2.45E+01
|
3.40E+01
|
4.08E-02
|
6.12E-02
|
4.90E-01
|
7.87E-01
|
4.98E+01
|
6.99E+01
|
8.17E-01
|
8.17E-01
|
2.86E+00
|
4.55E+00
|
Max
|
1.28E+03
|
1.79E+03
|
2.43E+01
|
3.89E+01
|
5.08E+00
|
8.13E+00
|
2.04E+02
|
2.86E+02
|
7.07E+01
|
9.89E+01
|
5.75E+01
|
9.19E+01
|
TCR
|
Adult male
|
Min
|
-
|
-
|
2.43E-09
|
3.65E-09
|
-
|
-
|
7.84E-04
|
1.10E-03
|
-
|
-
|
2.23E-10
|
3.55E-10
|
Max
|
-
|
-
|
1.45E-06
|
2.32E-06
|
-
|
-
|
3.21E-03
|
4.50E-03
|
-
|
-
|
4.47E-09
|
7.16E-09
|
Adult female
|
Min
|
-
|
-
|
2.85E-09
|
4.27E-09
|
-
|
-
|
1.00E-03
|
1.41E-03
|
-
|
-
|
2.46E-10
|
3.92E-10
|
Max
|
-
|
-
|
1.69E-06
|
2.71E-06
|
-
|
-
|
4.11E-03
|
5.76E-03
|
-
|
-
|
4.94E-09
|
7.90E-09
|
Children
|
Min
|
-
|
-
|
3.42E-09
|
5.13E-09
|
-
|
-
|
8.62E-04
|
1.21E-03
|
-
|
-
|
3.54E-10
|
5.64E-10
|
Max
|
-
|
-
|
2.04E-06
|
3.26E-06
|
-
|
-
|
3.54E-03
|
4.95E-03
|
-
|
-
|
7.11E-09
|
1.14E-08
|
a statistical parameter