Table 1: Geographical locations and some attributes of the origin of samples
Town in Volta Region
|
No. of
samples
|
Agro-ecological
zones
|
Rainfall
(mm)
|
Temperature
(oC)
|
Coordinates
|
Hohoe
|
25/100
|
Deciduous Forest
|
1985
|
25.5
|
5.8143°N, 0.0747° E
|
Ho
|
25/100
|
Deciduous Forest
|
766
|
25
|
5.5608°N, 1.0586° W
|
Battor Dugame
|
25/100
|
Coastal Savannah
|
536.2
|
27.9
|
5° 47N, 0. 45° E
|
Keta
|
25/100
|
Coastal Savannah
|
897
|
28.4
|
6.2374°N, 0.4502° W
|
Table 2: Limits of Detection (LOD) and Quantification (LOQ) of aflatoxins AFB1, AFB2, AFG1, AFG2, and Total aflatoxins (µg/kg) measured by HPLC
Aflatoxin
|
Limits
|
Amount (µg/kg)
|
AFB1
|
LOD
|
0.20
|
|
LOQ
|
0.60
|
AFB2
|
LOD
|
0.17
|
|
LOQ
|
0.51
|
AFG1
|
LOD
|
0.26
|
|
LOQ
|
0.78
|
AFG2
|
LOD
|
0.36
|
|
LOQ
|
1.08
|
LOD-Limit of Detection
LOQ-Limit of Quantification
Table 3: Concentration of aflatoxin types in different maize samples from different locations in Hohoe, Volta Region, Ghana
|
|
Concentrations of Aflatoxins (µg/kg)
|
Location
|
Code
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
Total
|
Hohoe
|
HH1
|
48.5±0.99
|
12.9±0.4
|
n.d
|
n.d
|
61.4±1.8
|
|
HH2
|
9.67±0.47
|
4.40±0.3
|
2.99±0.03
|
n.d
|
17.06±1.1
|
|
HH3
|
26.02±1.2
|
8.53±0.15
|
n.d
|
n.d
|
34.55±.0.9
|
|
HH4
|
9.65±0.25
|
5.98±0.92
|
2.71±0.91
|
n.d
|
18.34±0.9
|
|
HH5
|
15.29±0.39
|
3.11±0.5
|
1.81±0.05
|
1.97±0.06
|
23.24±0.32
|
|
HH6
|
22.77±0.8
|
3.43±0.27
|
3.50±0.85
|
|
29.7±2.15
|
|
HH7
|
9.03±1.7
|
2.93±0.04
|
1.87±0.05
|
n.d
|
13.83±0.22
|
|
HH8
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
HH9
|
7.82±0.6
|
4.69±0.03
|
n.d
|
n.d
|
12.51±0.26
|
|
HH10
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
HH11
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
HH12
|
4.31±0.26
|
2.86±0.03
|
1.55±0.05
|
n.d
|
8.72±0.8
|
|
HH13
|
47.75±2.25
|
5.23±0.25
|
2.98±0.9
|
1.66±0.06
|
57.62±1.2
|
|
HH14
|
24.32±2.1
|
4.2±0.22
|
1.13±0.04
|
n.d
|
29.65±2.3
|
|
HH15
|
12.92±0.5
|
5.1±0.07
|
1.41±0.91
|
n.d
|
19.43±0.65
|
|
HH16
|
38.27±1.5
|
9.13±0.15
|
n.d
|
n.d
|
47.4±1.45
|
|
HH17
|
7.18±0.25
|
2.68±0.02
|
n.d
|
n.d
|
9.86±0.26
|
|
HH18
|
18.11±0.82
|
6.26±1.02
|
3.6±0.55
|
1.80±
|
25.77±0.4
|
|
HH19
|
15.42±0.89
|
5.51±0.91
|
n.d
|
n.d
|
20.93±0.6
|
|
HH20
|
27.77±0.99
|
2.98±0.03
|
n.d
|
n.d
|
30.75±0.98
|
|
HH21
|
28.92±0.99
|
5.16±0.90
|
1.18±0.04
|
1.00±0.02
|
36.26±0.87
|
|
HH22
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
HH23
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
HH24
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
HH25
|
19.94±0.5
|
11.79±0.5
|
n.d
|
n.d
|
31.73±0.97
|
n.d- Not detected
Table 3b. Statistical summary of data from Hohoe
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
AFTotal
|
Median
|
12.92
|
4.20
|
0.00
|
0.00
|
19.43
|
Std. Deviation
|
14.51
|
3.55
|
1.29
|
0.62
|
17.73
|
Variance
|
210.67
|
12.64
|
1.66
|
0.38
|
314.33
|
Skewness
|
0.87
|
0.79
|
0.91
|
2.19
|
0.65
|
Std. Error of Skewness
|
0.46
|
0.46
|
0.46
|
0.46
|
0.46
|
Kurtosis
|
0.12
|
0.49
|
-0.66
|
3.31
|
-0.38
|
Std. Error of Kurtosis
|
0.90
|
0.90
|
0.90
|
0.90
|
0.90
|
Percentiles 25
|
2.16
|
1.34
|
0.00
|
0.00
|
4.36
|
50
|
12.92
|
4.20
|
0.00
|
0.00
|
19.43
|
75
|
25.17
|
5.74
|
1.84
|
0.00
|
31.24
|
Table 4: Concentration of aflatoxin types in different maize samples from different locations in Ho, Volta Region of Ghana
|
|
Concentrations of Aflatoxins (µg/kg)
|
Location
|
Code
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
Total
|
Ho
|
Ho1
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
Ho2
|
32.88±1.4
|
12.61±0.05
|
n.d
|
n.d
|
45.49±0.35
|
|
Ho3
|
25.29±0.24
|
n.d
|
3.51±0.14
|
n.d
|
28.8±0.45
|
|
Ho4
|
117.44±4.2
|
14.86±2.44
|
6.22±0.2
|
2.06±0.17
|
140.58±5.1
|
|
Ho5
|
25.7±1.26
|
9.56±0.03
|
n.d
|
n.d
|
35.26±1.3
|
|
Ho6
|
58.07±2.32
|
10.52±1.2
|
n.d
|
n.d
|
68.6±1.50
|
|
Ho7
|
42.92±1.2
|
15.0±0.42
|
4.2±0.26
|
n.d
|
62.12±2.45
|
|
Ho8
|
4.20±0.51
|
2.7±0.50
|
1.6±0.05
|
n.d
|
8.5±0.95
|
|
Ho9
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
Ho10
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
Ho11
|
19.83±1.2
|
n.d
|
n.d
|
n.d
|
19.83±1.20
|
|
Ho12
|
39.42±1.22
|
17.19±0.1
|
n.d
|
n.d
|
56.61±1.20
|
|
Ho13
|
22.33±0.35
|
14.77±0.48
|
n.d
|
n.d
|
37.1±1.4
|
|
Ho14
|
20.73±0.3
|
8.53±0.48
|
n.d
|
n.d
|
29.26±1.4
|
|
Ho15
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
Ho16
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
Ho17
|
48.35±0.60
|
20.77
|
n.d
|
n.d
|
69.12±3.60
|
|
Ho18
|
14.97±0.43
|
9.97±
|
6.09±0.13
|
n.d
|
31.03±0.50
|
|
Ho19
|
5.46±0.11
|
4.60±0.10
|
4.00±0.13
|
1.12±0.05
|
15.18±0.44
|
|
Ho20
|
9.73±0.77
|
n.d
|
n.d
|
n.d
|
9.73±0.78
|
|
Ho21
|
195.5±2.0
|
18.78±0.45
|
6.8±0.13
|
3.23±0.04
|
224.31±6.4
|
|
Ho22
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
Ho23
|
2.89±0.4
|
n.d
|
n.d
|
n.d
|
n.d
|
|
Ho24
|
4.95±0.5
|
1.74±0.04
|
0.89±0.01
|
1.09±0.02
|
8.67±0.21
|
|
Ho25
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d- Not detected
Table 4b. Statistical summary of data from Ho
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
AFTotal
|
Median
|
14.97
|
2.70
|
0.00
|
0.00
|
19.83
|
Std. Deviation
|
43.84
|
7.26
|
2.30
|
0.79
|
51.20
|
Variance
|
1922.48
|
52.65
|
5.29
|
0.62
|
2622.20
|
Skewness
|
2.84
|
0.60
|
1.49
|
2.89
|
2.54
|
Std. Error of Skewness
|
0.46
|
0.46
|
0.46
|
0.46
|
0.46
|
Kurtosis
|
9.12
|
-1.19
|
0.74
|
8.34
|
7.5
|
Std. Error of Kurtosis
|
0.90
|
0.90
|
0.90
|
0.90
|
0.90
|
Percentiles 25
|
0.00
|
0.00
|
0.00
|
0.00
|
0.00
|
50
|
14.97
|
2.70
|
0.00
|
0.00
|
19.83
|
75
|
36.15
|
13.69
|
2.55
|
0.00
|
51.05
|
Table 5: Concentration of aflatoxin types in different maize samples from different locations in Battor Dugame district of the Volta Region of Ghana
|
|
Concentrations of Aflatoxins (µg/kg)
|
Location
|
Code
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
Total
|
Battor Dugame
|
BD1
|
50.55±1.65
|
15.68±1.5
|
10.21±1.1
|
2.7±0.6
|
79.14±2.1
|
|
BD2
|
11.86±0.45
|
7.54±0.04
|
n.d
|
n.d
|
19.4±0.85
|
|
BD3
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
BD4
|
14.28±1.20
|
13.58±0.06
|
10.19±0.9
|
n.d
|
38.05±3.50
|
|
BD5
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
BD6
|
20.5±0.12
|
13.97
|
4.53±0.22
|
n.d
|
39.00±0.4
|
|
BD7
|
48.18±0.6
|
16.32±1.3
|
11.5±1.22
|
2.8±0.12
|
78.80±1.84
|
|
BD8
|
59.5±3.01
|
13.77±0.9
|
4.99±0.26
|
5.5±0.27
|
83.76±1.71
|
|
BD9
|
44.42±2.24
|
n.d
|
n.d
|
n.d
|
44.42±2.24
|
|
BD10
|
1.89±0.06
|
n.d
|
n.d
|
n.d
|
1.89±0.06
|
|
BD11
|
2.26±0.6
|
n.d
|
n.d
|
n.d
|
2.26±0.6
|
|
BD12
|
28.11±0.31
|
8.3±0.5
|
4.67±0.47
|
n.d
|
41.08±2.5
|
|
BD13
|
43.7±2.25
|
21.6±0.33
|
13.75±1.2
|
n.d
|
79.05±1.82
|
|
BD14
|
182.29±8.33
|
18.77±1.4
|
n.d
|
n.d
|
201.06±8.45
|
|
BD15
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
BD16
|
26.9±2.5
|
21.5±0.35
|
5.8±0.33
|
1.11±0.05
|
55.31±1.67
|
|
BD17
|
85.2±0.35
|
31.4±1.2
|
n.d
|
n.d
|
116.6±2.14
|
|
BD18
|
54.73±0.3
|
24.1±0.4
|
14.5±1.2
|
3.5±0.6
|
94.83±5.2
|
|
BD19
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
BD20
|
4.98±0.7
|
n.d
|
n.d
|
n.d
|
4.98±0.6
|
|
BD21
|
41.11±1.5
|
11.35±0.9
|
n.d
|
n.d
|
52.46±0.4
|
|
BD22
|
181.87±2.18
|
38.63±1.4
|
8.50
|
n.d
|
229.0±6.0
|
|
BD23
|
85.74±0.4
|
31.00±1.1
|
n.d
|
n.d
|
116.74±2.11
|
|
BD24
|
20.17±0.2
|
7.08±0.3
|
5.16±0.6
|
1.98±0.05
|
34.39±1.1
|
|
BD25
|
81.85±0.33
|
32.95±1.2
|
13.41±1.1
|
4.89±0.7
|
133.1±2.3
|
n.d- Not detected
Table 5b. Statistical summary of data from Dzodze
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
AFTotal
|
Median
|
28.11
|
13.58
|
0.00
|
0.00
|
44.42
|
Std. Deviation
|
49.91
|
12.04
|
5.24
|
1.66
|
61.59
|
Variance
|
2491.18
|
145.05
|
27.48
|
2.77
|
3739.67
|
Skewness
|
1.78
|
0.53
|
0.79
|
1.76
|
1.25
|
Std. Error of Skewness
|
0.46
|
0.46
|
0.46
|
0.46
|
0.46
|
Kurtosis
|
3.22
|
-0.72
|
-0.89
|
2.06
|
1.43
|
Std. Error of Kurtosis
|
0.90
|
0.90
|
0.90
|
0.90
|
0.90
|
Percentiles 25
|
3.62
|
0.00
|
0.00
|
0.00
|
3.62
|
50
|
28.11
|
13.58
|
0.00
|
0.00
|
44.42
|
75
|
57.12
|
21.55
|
9.35
|
1.54
|
89.30
|
Table 6: Concentration of aflatoxin types in different maize samples from different locations in Keta, Volta Region of Ghana
|
|
Concentrations of Aflatoxins (µg/kg)
|
Location
|
Code
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
Total
|
Keta
|
KT1
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT2
|
2.2±0.15
|
n.d
|
n.d
|
n.d
|
2.2±0.15
|
|
KT3
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT4
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT5
|
338.3±8.6
|
103±2.5
|
2.71±0.12cd
|
n.d
|
444.01±8.9
|
|
KT6
|
102.1±2.5
|
0.88±0.03
|
n.d
|
n.d
|
102.98±2.5
|
|
KT7
|
11.5±0.3
|
0.62±0.03
|
n.d
|
n.d
|
12.12±1.4
|
|
KT8
|
5.21±0.32
|
1.5±0.06
|
n.d
|
n.d
|
6.71±0.08
|
|
KT9
|
185.17±2.15
|
9.37±0.25
|
n.d
|
n.d
|
194.54±2.5
|
|
KT10
|
18.21±1.31
|
2.66±0.13
|
n.d
|
n.d
|
20.87±0.35
|
|
KT11
|
3.93±0.22
|
0.79±0.03
|
n.d
|
n.d
|
4.72±0.28
|
|
KT12
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT13
|
75.4±1.85
|
40.3±0.55
|
7.62±0.33
|
2.57±0.3
|
125.89±2.5
|
|
KT14
|
24.7±0.35
|
6.77±0.30
|
2.61±0.92
|
n.d
|
34.08±3.01
|
|
KT15
|
5.18±0.25
|
2.91±0.9
|
1.02±0.02
|
n.d
|
9.11±0.22
|
|
KT16
|
25.96±0.31
|
7.89±0.32
|
1.22±0.06
|
n.d
|
35.07±2.82
|
|
KT17
|
10.91±1.22
|
4.23±0.23
|
2.5±0.92
|
1.88±0.06
|
19.52±0.31
|
|
KT18
|
27.78±0.52
|
9.47±0.46
|
5.41±0.25
|
5.51±0.26
|
48.17±0.55
|
|
KT19
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT20
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT21
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT22
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT23
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT24
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
|
KT25
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d
|
n.d- Not detected
Table 6b. Statistical summary of data from Keta (KT)
|
AFB1
|
AFB2
|
AFG1
|
AFG2
|
AFTotal
|
Median
|
3.93
|
0.62
|
0.00
|
0.00
|
4.72
|
Std. Deviation
|
76.42
|
21.51
|
1.93
|
1.23
|
96.42
|
Variance
|
5840.63
|
462.76
|
3.71
|
1.52
|
9297.30
|
Skewness
|
3.24
|
4.07
|
2.48
|
3.51
|
3.46
|
Std. Error of Skewness
|
0.46
|
0.46
|
0.46
|
0.46
|
0.46
|
Kurtosis
|
11.20
|
17.57
|
6.15
|
12.99
|
13.25
|
Std. Error of Kurtosis
|
0.90
|
0.90
|
0.90
|
0.90
|
0.90
|
Percentiles 25
|
0.00
|
0.00
|
0.00
|
0.00
|
0.00
|
50
|
3.93
|
0.62
|
0.00
|
0.00
|
4.72
|
75
|
25.33
|
5.50
|
1.12
|
0.00
|
34.58
|
Table 7: Proportions of samples that exceeded AFTotal and AFB1 and limits of the European Food Safety Authority (EFSA) and Ghana Standard Authority (GSA)
|
Samples
|
Total
samples
|
Exceeding EFSA
regulation
|
Exceeding GSA
regulation
|
|
|
|
Yes (%)
|
Range
|
Yes (%)
|
Range
|
AFTotal
|
Hohoe
|
25
|
19 (76%)
|
8.72±0.8-61.4±1.8
|
17 (68%)
|
12.51±0.26-61.4±1.8
|
|
Ho
|
25
|
17 (68%)
|
8.5±0.95-224.31±6.4
|
14 (56%)
|
15.18±0.44-224.31±6.4
|
|
Battor
Dugame
|
25
|
19 (76%)
|
4.98±0.6-229.0±6.0
|
18 (72%)
|
19.4±0.85-229.0±6.0
|
|
Keta
|
25
|
13 (52%)
|
4.72±0.28-444.01±8.9
|
9 (36%)
|
12.12±1.4-444.01±8.9
|
|
Total
|
100
|
68
|
4.98±0.6-444.01±8.9
|
58
|
12.12±1.4-444.01±8.9
|
AFB1
|
|
|
|
|
|
|
|
Hohoe
|
25
|
19 (76%)
|
4.31±0.26-48.5±0.99
|
18 (72%)
|
7.18±0.25-48.5±0.99
|
|
Ho
|
25
|
18 (72%)
|
2.89±0.4-195.5±2.0
|
15 (60%)
|
5.46±0.11-195.5±2.0
|
|
Battor
Dugame
|
25
|
20 (80%)
|
2.26±0.6-182.29±8.33
|
18 (72%)
|
11.86±0.45-182.29±8.33
|
|
Keta
|
25
|
14 (56%)
|
3.93±0.22-338.3±8.6
|
13 (52%)
|
5.18±0.25- 338.3±8.6
|
|
Total
|
100
|
71
|
2.26±0.6-338.3±8.6
|
64
|
5.18±0.25-338.3±8.6
|
European Union Food Safety (EFSA) limit for AFTotal = 4µg/kg
European Union Food Safety (EFSA) limit for AFB1 = 2µg/kg
Ghana Standards Authority (GSA) limit for AFTotal = 10µg/kg
Ghana Standards Authority (GSA) limit for AFB1 = 5µg/kg
Table 8: Evaluation of risk for Total Aflatoxins via consumption of maize
District/ Locality
|
Age Category
|
Estimated Daily Intake (EDI) (μg/
Kg.bw/day)
|
MOE
|
Av. Potency (ng Aflatoxins kg−1bwday−1)
|
Population
Risk
|
Hohoe
|
Infants (6-52 mths)
|
0.1499
|
0.2668
|
0.0396
|
5.94x10-3
|
|
Children and adolescents
(5-17yrs)
|
0.0519
|
0.7707
|
0.0396
|
3.05x10-2
|
|
Adults
(18-60yrs)
|
0.0343
|
1.1662
|
0.0396
|
1.358x10-3
|
Ho
|
Infants (6-52 mths)
|
0.1529
|
0.2616
|
0.0396
|
0.0298
|
|
Children and adolescents
(5-17yrs)
|
0.0530
|
0.7547
|
0.0396
|
2.0988x10-3
|
|
Adults
(18-60yrs)
|
0.0349
|
1.1461
|
0.0396
|
1.3820x10-3
|
Battor
Dugame
|
Infants (6-52 mths)
|
0.3427
|
0.1167
|
0.0396
|
0.0136
|
|
Children and adolescents
(5-17yrs)
|
0.1188
|
0.3367
|
0.0396
|
4.704x10-3
|
|
Adults
(18-60yrs)
|
0.0783
|
0.5109
|
0.0396
|
3.100x10-3
|
Keta
|
Infants (6-52 mths)
|
0.0364
|
1.0989
|
0.0396
|
1.441x10-3
|
|
Children and adolescents
(5-17yrs)
|
0.0126
|
3.1746
|
0.0396
|
4.9896x10-4
|
|
Adults
(18-60yrs)
|
0.0083
|
4.8192
|
0.0396
|
3.2868x10-4
|
Margin of Exposure-MOE
Median aflatoxins- Hohoe =19.43 µg/kg, Ho= 19.83 µg/kg, D= 44.42 µg/kg, KT= 4.72 µg/kg
Daily intake of maize for infants was halved (0.5x 0.107 kg/day)
Daily intake of 0.107 kg/day was used for children and adults
TD50 = 0.2 ng/Kg.bw (1 ng=0.001 μg)
Table 9: The average weights for different age categories used in this study
Age Category
|
Average Weight (Kg)
|
References
|
Infants (6-52 mths)
|
7
|
(Glover-Amengor et al. 2016)
(Abeshu et al. 2016)
|
Children and adolescents
(5-17yrs)
|
40 (26-54)
|
(Organization 2006)
(Biritwum et al. 2005)
|
Adults
(18-60yrs)
|
60.7
|
(Walpole et al. 2012)
|