From the perspective of all living beings in the ecosystem, environmental pollution is one of the major hazards. Of all pollutants, heavy metals are of particular concern due to their ability to accumulate in environmental elements, such as the food chain, and their non-biodegradable durability, thereby posing a significant threat to human health (Censi et al. 2006; Görür et al. 2012). Heavy metals cause inorganic contamination in the aquatic environment, thus they threaten the metabolism of organisms living there.
Of the aquatic organisms, fish in particular are an important food source for human health due to their rich content of protein, omega-3 fatty acids, vitamins and minerals. Furthermore, fish are extensively used to assess the quality of aquatic environments and as bioindicators of heavy metal pollution (Indrajith et al. 2008; Danabas et al. 2020). They are also among the species that are at the top of the aquatic food chain. Metals present in the environment are accumulated in various fish tissues and organs. Gill, liver and muscle tissues show the highest accumulation of heavy metals, respectively. Gills, a respiratory organ, can be directly affected by contaminants in water. The main organ responsible for the transformation, storage and detoxification of toxic substances is the liver. Muscle is not a target organ for bioaccumulation, but is commonly analyzed to determine concentrations of contaminants and to assess health risks as it is the main part consumed by humans (Dalzochio et al. 2017).
Fish size is an important factor in the accumulation of heavy metals, which tend to accumulate more in small fish. Heavy metal contamination varies as a function of different locations. Moreover, metal accumulation in different fish tissues can be affected by ecological requirements, sex, age, seasonal changes, reproductive cycle, swimming patterns, and feeding behavior (El-Moselhy et al. 2014; Kalkan et al. 2015).
The Karasu River is exposed to serious pollution as a result of agricultural and industrial wastewater and household runoff. For this reason, fish mortality observed in recent years is easily explainable (Sonmez et al. 2012). Tigris scraper (
The objectives of this study were (i) to assess the levels of aluminum, chromium, manganese, iron, cobalt, nickel, copper, zinc, cadmium and lead in muscle, liver and gill tissues of four fish species from the Karasu River and to assess whether the edible parts (fish muscle) are safe for human consumption; (ii) to evaluate the relationships between fish length and weight and heavy metal concentrations in sampled tissues. Furthermore, heavy metal concentrations in fish were compared with the Maximum Acceptable Concentrations (MACs) proposed by national and international food standards for human consumption.
As one of the main tributaries of the Euphrates River, the Karasu River flows from the Dumlu Mountains in the Erzurum Plain and is located in the eastern part of Turkey. It flows through the district of Aşkale and passes through the town of Mercan in the Karasu Valley in the province of Erzincan. It forms the Euphrates River joining the Murat River near the town of Keban. Its length to the Keban Dam Lake is 460 km (Saler et al. 2015). The Karasu River, with a catchment area of 2886 km2, flows at an elevation of 1675 m above sea level (Fig. 1).
Figure 1
Location of the Karasu River and the sampling sites

Fish samples were collected from five sites located in the Karasu River. The sites were selected due to contaminants discharged into the water between July 2019 and January 2020. Four fish species (
SPSS software (SPSS 17.0 for Windows) was used to perform t-test and one-way ANOVA statistical analysis, and to create graphs of data obtained during the research. Pearson correlation analysis was perform to examine the relationship between heavy metal concentrations and fish size (length and weight).
The content of heavy metals in fish varied according to their tissue. Different tissues showed different capacity to accumulate heavy metals. Aluminum, chromium, manganese, iron, cobalt, nickel, copper, zinc, cadmium and lead levels were determined in all analyzed samples. Concentrations of Al, Fe, Cu, Mn and Zn were higher compared to other metals in all tissue samples from four fish species. Fe and Al concentrations were, in particular, very high in muscle, liver and gills of the studied species.
Table 1 shows size ranges and relationships between weight (W) and total length (TL) of the sampled fish caught in the Karasu River. Thirty five individuals of
Size ranges and relationships between weight (W) and total length (TL) of the sampled fish caught in the Karasu River
Fish | n | TL ranges | W ranges | aEquation | |
---|---|---|---|---|---|
35 | 11–20.9 | 20.0–82.0 | y = 0.0312 x2.5535 | 0.9115 | |
63 | 14.4–42.1 | 27.0–539.0 | y = 0.0272 x2.6627 | 0.9476 | |
28 | 11–34.2 | 12.0–344.0 | y = 0.0076 x3.0490 | 0.9764 | |
49 | 11–24.2 | 10.0–99.0 | y = 0.0439 x2.4025 | 0.8893 |
y is the total fish weight (g) and x is the total fish length (cm)
Box plots (median, first and third percentiles, minimum and maximum values) for aluminum, chromium, manganese, iron, cobalt, nickel, copper, zinc, cadmium and lead levels in the muscle, liver, and gills of
Figure 2
Comparison of Al, Cr, Mn, Fe, Co, Ni, Cu, Zn, Cd and Pb concentrations in muscle of four freshwater fish species from the Karasu River, Erzincan

Figure 3
Comparison of Al, Cr, Mn, Fe, Co, Ni, Cu, Zn, Cd and Pb concentrations in liver of four freshwater fish species from the Karasu River, Erzincan

Figure 4
Comparison of Al, Cr, Mn, Fe, Co, Ni, Cu, Zn, Cd and Pb concentrations in gills of four freshwater fish species from the Karasu River, Erzincan

Concentrations of heavy metals (mean, standard deviation, minimum and maximum values) in different tissues of four fish species from the Karasu River (mg kg−1) are presented in Table 2. In
Concentrations of heavy metals (mean, standart deviation, minimum and maximum values; mg kg−1) in different tissues of four fish species from the Karasu River
Heavy Metals | Tissue | ||||
---|---|---|---|---|---|
Al | Muscle | 129.99 ± 1.12 (52.65–487.52) | 130.63 ± 1.35 (80.33–177.15) | 108.58 ± 1.35 (44.05–227.77) | 95.12 ± 1.34 (56.49–201.15) |
Liver | 156.77 ±1.98 (132.26–218.16) | 184.12 ± 1.52 (73.59–542.38) | 285.92 ± 1.15 (45.34–881.38) | 597.37 ± 1.17 (79.79–2051.97) | |
Gill | 447.52 ± 1.36 (143.50–1324.99) | 284.98 ± 1.00 (102.14–834.00) | 1809.94 ± 1.05 (117.61–4495.28) | 1450.17 ± 1.06 (322.96–2601.41) | |
Cr | Muscle | 3.08 ± 1.64 (1.43–8.47) | 2.18 ± 1.22 (1.63–2.85) | 2.15 ± 1.14 (1.36–2.79) | 2.84 ± 1.01 (1.41–7.25) |
Liver | 4.41 ± 1.19 (3.09–6.83) | 3.47 ± 1.49 (2.17–5.24) | 11.04 ± 0.79 (1.74–55.28) | 18.13 ± 1.27 (2.04–67.34) | |
Gill | 7.49 ± 1.05 (2.80–20.44) | 4.45 ± 0.99 (2.01–11.43) | 15.49 ± 0.99 (2.27–44.86) | 11.15 ± 0.73 (3.74–20.76) | |
Mn | Muscle | 5.65 ± 1.30 (1.74–24.83) | 6.13 ± 1.22 (2.88–12.58) | 3.88 ± 0.71 (1.98–6.30) | 6.98 ± 0.82 (3.43–11.18) |
Liver | 10.65 ± 1.24 (8.68–13.01) | 20.11 ± 1.02 (8.54–48.48) | 32.21 ± 0.97 (4.49–70.01) | 26.34 ± 1.01 (7.67–85.28) | |
Gill | 24.22 ± 0.94 (3.68–40.86) | 53.64 ± 0.98 (25.63–74.13) | 73.17 ± 1.41 (30.66–129.29) | 85.21 ± 1.22 (29.13–142.59) | |
Fe | Muscle | 150.92 ± 1.38 (21.12–800.40) | 86.05 ± 0.93 (25.58–168.14) | 55.96 ± 0.94 (16.88–117.90) | 62.02 ± 0.84 (34.44–89.42) |
Liver | 887.05 ± 1.12 (330.71–1890.51) | 1395.39 ± 0.72 (364.09–4376.27) | 2299.52 ± 0.85 (265.97–9314.15) | 1445.84 ± 0.82 (235.29–3232.52) | |
Gill | 620.34 ± 089 (93.23–2413.61) | 315.25 ± 1.11 (165.85–681.08) | 1360.95 ± 0.83 (152.01–3872.51) | 1045.53 ± 0.97 (315.18–1778.37) | |
Co | Muscle | 0.74 ±1.07 (0.49–1.66) | 0.54 ± 0.50 (0.41–0.81) | 0.53 ± 0.85 (0.40–0.61) | 0.51 ± 0.93 (0.37–0.67) |
Liver | 1.52 ± 0.99 (0.86–2.02) | 1.47 ± 0.85 (0.73–2.58) | 2.34 ± 0.89 (0.84–4.74) | 1.44 ± 0.85 (0.94–2.61) | |
Gill | 1.44 ± 0.77 (0.55–2.10) | 1.30 ± 1.07 (0.71–1.99) | 2.59 ± 0.95 (1.02–5.59) | 2.17 ± 1.14 (0.92–3.19) | |
Ni | Muscle | 3.89 ± 1.60 (1.93–12.09) | 3.10 ± 1.49 (2.66–3.79) | 3.06 ± 1.61 (1.69–4.56) | 3.14 ± 1.41 (1.85–4.38) |
Liver | 6.53 ± 1.59 (3.96–8.45) | 8.40 ± 1.19 (5.15–13.47) | 13.68 ± 1.42 (2.21–27.97) | 11.77 ± 1.47 (3.85–26.02) | |
Gill | 8.10 ± 1.14 (3.95–14.63) | 7.06 ± 1.31 (3.17–14.50) | 26.72 ± 0.87 (3.00–72.04) | 20.71 ± 0.83 (6.21–40.15) | |
Cu | Muscle | 2.54 ± 1.27 (0.91–6.99) | 4.30 ± 0.80 (1.26–8.81) | 1.90 ± 1.05 (1.06–4.32) | 2.87 ± 1.38 (0.90–5.93) |
Liver | 31.49 ± 0.93 (12.40–86.87) | 108.35 ± 0.67 (23.73–271.28) | 63.74 ± 0.87 (6.18–358.00) | 103.28 ± 1.04 (5.95–338.15) | |
Gill | 3.29 ± 1.15 (2.42–4.13) | 5.93 ± 0.94 (2.74–8.39) | 4.57 ± 0.79 (2.72–8.04) | 4.93 ± 1.01 (3.23–5.70) | |
Zn | Muscle | 51.48 ± 0.71 (27.25–107.99) | 36.39 ± 0.66 (18.85–58.36) | 32.01 ± 0.79 (24.48–37.86) | 45.77 ± 0.39 (24.97–87.29) |
Liver | 131.43 ± 0.86 (94.35–190.74) | 111.10 ± 1.58 (70.04–137.79) | 118.28 ± 1.02 (62.41–158.26) | 120.96 ± 0.94 (70.67–204.07) | |
Gill | 98.27 ± 0.77 (57.28–120.97) | 135.66 ± 0.79 (86.82–219.12) | 76.12 ± 0.83 (59.02–107.28) | 117.16 ± 0.73 (88.43–218.23) | |
Cd | Muscle | 0.54 ± 0.39 (0.47–0.62) | 0.54 ±0.22 (0.40–0.65) | 0.52 ± 0.31 (0.39–0.64) | 0.54 ± 0.23 (0.37–0.70) |
Liver | 1.29 ± 0.74 (0.64–1.85) | 0.75 ± 0.79 (0.53–1.19) | 0.90 ± 0.72 (0.73–1.41) | 0.97 ± 0.75 (0.68–1.50) | |
Gill | 0.57 ± 0.30 (0.46–0.69) | 0.54 ± 0.30 (0.45–0.64) | 0.55 ± 0.38 (0.46–0.67) | 0.58 ± 0.52 (0.51–0.67) | |
Pb | Muscle | 0.57 ± 0.35 (0.46–0.84) | 0.53 ± 0.32 (0.40–0.64) | 0.51 ± 0.45 (0.38–0.60) | 0.52 ± 0.44 (0.35–0.66) |
Liver | 1.06 ± 0.41 (0.47–1.62) | 0.75 ± 0.60 (0.57–1.05) | 1.08 ± 0.70 (0.51–2.47) | 0.96 ± 0.44 (0.62–1.79) | |
Gill | 1.79 ± 0.70 (0.50–5.29) | 1.19 ± 0.80 (0.61–1.94) | 1.19 ± 0.78 (0.88–1.59) | 1.77 ± 0.83 (0.80–3.98) |
Metal concentrations in tissues collected from individuals of different fish species were statistically compared using one-way ANOVA. All comparisons were statistically significant at
The highest concentration of Fe (2299.52 ± 0.85 mg kg−1) in liver tissues was found in
In gill tissues, the highest concentrations were determined for Fe and Al, ranging from 315.25 ± 1.11 and 284.98 ± 1.00 mg kg−1 (in
The results of Pearson’s correlation coefficient (R) and levels of significance (
Pearson correlation coefficient (R) and levels of significance (
Tissue | Fishes | Al | Cr | Mn | Fe | Co | Ni | Cu | Zn | Cd | Pb | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Muscle | Length | R value | 0.634 | 0.748 | 0.608 | 0.613 | 0.702 | 0.648 | 0.717 | 0.840 | 0.950 | 0.786 |
aNS | NS | NS | NS | NS | NS | NS | b* | c** | * | |||
Weight | R value | 0.798 | 0.893 | 0.774 | 0.783 | 0.857 | 0.803 | 0.848 | 0.933 | 0.968 | 0.915 | |
* | ** | * | * | * | * | * | ** | ** | ** | |||
Liver | Length | R value | 0.777 | 0.905 | 0.964 | 0.879 | 0.980 | 0.989 | 0.778 | 0.883 | 0.992 | 0.988 |
* | ** | ** | ** | ** | ** | * | ** | ** | ** | |||
Weight | R value | 0.899 | 0.984 | 0.964 | 0.971 | 0.912 | 0.947 | 0.916 | 0.957 | 0.965 | 0.975 | |
** | ** | ** | ** | ** | ** | ** | ** | ** | ** | |||
Gill | Length | R value | 0.795 | 0.813 | 0.965 | 0.713 | 0.990 | 0.935 | 0.989 | 0.899 | 0.975 | 0.750 |
* | * | ** | NS | ** | ** | ** | ** | ** | NS | |||
Weight | R value | 0.922 | 0.940 | 0.937 | 0.859 | 0.943 | 0.980 | 0.963 | 0.827 | 0.974 | 0.877 | |
** | ** | ** | * | ** | ** | ** | * | ** | ** | |||
Muscle | Length | R value | 0.974 | 0.990 | 0.873 | 0.958 | 0.931 | 0.897 | 0.972 | 0.981 | 0.968 | 0.969 |
** | ** | * | ** | ** | ** | ** | ** | ** | ** | |||
Weight | R value | 0.946 | 0.967 | 0.939 | 0.981 | 0.986 | 0.938 | 0.990 | 0.965 | 0.932 | 0.932 | |
** | ** | ** | ** | ** | ** | ** | ** | ** | ** | |||
Liver | Length | R value | 0.792 | 0.925 | 0.814 | 0.826 | 0.940 | 0.972 | 0.855 | 0.935 | 0.830 | 0.851 |
* | ** | * | * | ** | ** | * | ** | * | * | |||
Weight | R value | 0.908 | 0.954 | 0.917 | 0.928 | 0.962 | 00.991 | 0.936 | 0.883 | 0.918 | 0.899 | |
** | ** | ** | ** | ** | ** | ** | ** | ** | ** | |||
Gill | Length | R value | 0.827 | 0.836 | 0.975 | 0.882 | 0.982 | 0.937 | 0.969 | 0.941 | 0.970 | 0.967 |
* | * | ** | ** | ** | ** | ** | ** | ** | ** | |||
Weight | R value | 0.930 | 00.939 | 0.895 | 0.967 | 0.976 | 0.994 | 0.921 | 0.991 | 0.960 | 0.971 | |
** | ** | ** | ** | ** | ** | ** | ** | ** | ** | |||
Muscle | Length | R value | 0.849 | 0.949 | 0.904 | 0.875 | 0.994 | 0.919 | 0.716 | 0.951 | 0.957 | 0.991 |
* | ** | ** | ** | ** | ** | NS | ** | ** | ** | |||
Weight | R value | 0.932 | 0.949 | 0.933 | 0.927 | 0.961 | 0.928 | 0.833 | 0.952 | 0.969 | 0.967 | |
** | ** | ** | ** | ** | ** | * | ** | ** | ** | |||
Liver | Length | R value | 0.777 | 0.568 | 0.903 | 0.683 | 0.880 | 0.928 | 0.571 | 0.989 | 0.717 | 0.756 |
* | NS | ** | NS | ** | ** | NS | ** | NS | * | |||
Weight | R value | 0.880 | 0.702 | 0.949 | 0.805 | 0.944 | 0.965 | 0.711 | 0.957 | 0.838 | 0.864 | |
** | NS | ** | * | ** | ** | NS | ** | * | * | |||
Gill | Length | R value | 0.875 | 0.810 | 0.885 | 0.832 | 0.850 | 0.848 | 0.829 | 0.868 | 0.889 | 0.824 |
** | * | ** | * | * | * | * | * | ** | * | |||
Weight | R value | 0.948 | 0.913 | 0.940 | 0.928 | 0.940 | 0.922 | 0.915 | 0.937 | 0.942 | 0.848 | |
** | ** | ** | ** | ** | ** | ** | ** | ** | * | |||
Muscle | Length | R value | 0.826 | 0.774 | 0.954 | 0.991 | 0.973 | 0.979 | 0.949 | 0.909 | 0.961 | 0.990 |
* | * | ** | ** | ** | ** | ** | ** | ** | ** | |||
Weight | R value | 0.867 | 0.821 | 0.973 | 0.986 | 0.961 | 0.978 | 0.980 | 0.935 | 0.932 | 0.969 | |
* | * | ** | ** | ** | ** | ** | ** | ** | ** | |||
Liver | Length | R value | 0.817 | 0.802 | 0.799 | 0.923 | 0.850 | 0.900 | 0.868 | 0.937 | 0.878 | 0.856 |
* | * | * | ** | * | ** | * | ** | ** | * | |||
Weight | R value | 0.868 | 0.858 | 0.856 | 0.930 | 0.902 | 0.936 | 0.905 | 0.958 | 0.931 | 0.895 | |
* | * | * | ** | ** | ** | ** | ** | ** | ** | |||
Gill | Length | R value | 0.963 | 0.974 | 0.985 | 0.984 | 0.983 | 0.954 | 0.932 | 0.758 | 0.950 | 0.857 |
** | ** | ** | ** | ** | ** | ** | * | ** | * | |||
Weight | R value | 0.976 | 0.977 | 0.964 | 0.985 | 0.970 | 0.963 | 0.860 | 0.806 | 0.955 | 0.899 | |
** | ** | ** | ** | ** | ** | * | * | ** | ** |
NS, not significant,
Significant at
Significant at
Positive correlations were found between all heavy metal concentrations in
To assess public health risk associated with the consumption of fish from the Karasu River, concentrations of heavy metals in fish were compared with the Maximum Acceptable Concentrations (MACs) for human consumption set by various organizations. The determined concentrations of heavy metals in the studied fish species from the Karasu River were below the MACs for human consumption recommended by the Turkish Food Codex (TFC), Food and Agricultural Organization (FAO), the World Health Organization (WHO), FAO/WHO and the European Commission (EC) with a few exceptions (Table 4).
Heavy metal concentrations (mg kg−1) in muscle tissues of four fish species from the Karasu River and Maximum Acceptable Concentrations (MACs) according to international standards
Heavy Metals | Concentrations of heavy metals (mg kg−1) in different species | Maximum Acceptable Concentrations (MACs) | |||||||
---|---|---|---|---|---|---|---|---|---|
TFCa 2002 | FAOb 1983 | WHOc 1985–1996 | FAO/WHO 1989 | ECd 2006 | |||||
Al | 129.99 | 130.63 | 108.58 | 95.12 | |||||
Cr | 3.08 | 2.18 | 2.15 | 2.84 | – | 0.15 | 0.5/1 | – | |
Mn | 5.65 | 6.13 | 3.88 | 6.98 | 20 | 0.5–1 | 2.5 | – | |
Fe | 150.92 | 86.05 | 55.96 | 62.02 | 50 | 100 | |||
Co | 0.74 | 0.54 | 0.53 | 0.51 | 1 | ||||
Ni | 3.89 | 3.10 | 3.06 | 3.14 | – | 0.6 | 0.4 | 40 | |
Cu | 2.54 | 4.30 | 1.90 | 2.87 | 20 | 30 | 30 | 30 | |
Zn | 51.48 | 36.39 | 32.01 | 45.77 | 50 | 30–150 | 100 | 40 | |
Cd | 0.54 | 0.54 | 0.52 | 0.54 | 0.1 | 0.5 | 1 | 0.5 | 0.05 |
Pb | 0.57 | 0.53 | 0.51 | 0.52 | 0.1 | 0.5 | 2.00 | 0.5 | 0.2–0.5 |
Turkish Food Codex;
Food and Agriculture Organization of the United Nations;
World Health Organization;
European Commission
Heavy metals cannot be biologically reduced, and neither humans nor fish can metabolize them. Even if they do not exceed toxic concentrations in fish tissues, they can enter human bodies through fish consumption and cause severe health problems (Elbeshti et al. 2018). In this study, concentrations of selected heavy metals were determined in muscle, liver, and gill tissues of four fish species (
It was found that Fe and Al were present in the tissues of the studied fish at the highest concentrations, while Co, Cd and Pb were present at the lowest concentrations. For
In this study, the relationship between fish size and heavy metal concentrations in their tissues was analyzed and the results were compared with previous studies carried out on freshwater fish in Turkey and other parts of the world. The results indicated a positive correlation between fish size (length and weight) and heavy metal levels in most statistically significant cases. In general, an increasing trend was observed for all heavy metals in all investigated tissues with increasing fish length and weight (Table 2).
According to Ziyadah (1999), tissues tend to accumulate high concentrations of heavy metals with increased fish size. Al-Yousuf et al. (2000) found a positive correlation between the accumulation of heavy metals in the liver, skin and muscle of
A positive correlation between heavy metal concentrations in muscles of
Consistent with the literature reports, the studies listed below described negative correlations between fish length and heavy metal concentrations in their tissues. Widianarko et al. (2000) found that there was a significant decline in lead concentrations with increasing fish size (
The concentrations of Mn were lower than those specified by TFC and higher than those specified by WHO and FAO/WHO. The concentrations of Fe were higher than those specified by TFC and lower than those specified by WHO (except for
Fish are at the top of the aquatic food chain. They are indicators of the water quality status and of water pollution, especially by heavy metals. In freshwater, heavy metals accumulate more in fish species (Cyprinidae) that feed on sediment (Cağlar et al. 2019). In this context, the present study was carried out to provide information on heavy metal concentrations in muscle, liver, and gill tissues of Tigris scraper, trout barb, Tigris bream, and Mesopotamian nase inhabiting the Karasu River, which are consumed by local people, and to evaluate the relationships between the size (length and weight) of the fish and the concentrations of metals in their tissues. The highest concentrations of heavy metals were found in gills or liver, while the lowest concentrations were found in muscle. Muscle was not an active tissue in the accumulation of heavy metals. The accumulation of metals varied depending on species-specific factors, including mainly feeding behavior, fish size and age. The results of Pearson correlation analysis showed that, except for a few cases, significant correlations between metal concentrations and fish size (length and weight) were positive (
Future studies are recommended to more comprehensively determine the relationship between the content of heavy metals in sediments and their levels in fish, taking into account the physicochemical properties of water, including heavy metal content.
Figure 1

Figure 2

Figure 3

Figure 4

Pearson correlation coefficient (R) and levels of significance (p) for the relationships between heavy metal concentrations in tissues of four fish species caught in the Karasu River and fish size (length and weight)
Tissue | Fishes | Al | Cr | Mn | Fe | Co | Ni | Cu | Zn | Cd | Pb | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Muscle | Length | R value | 0.634 | 0.748 | 0.608 | 0.613 | 0.702 | 0.648 | 0.717 | 0.840 | 0.950 | 0.786 |
NS | NS | NS | NS | NS | NS | |||||||
Weight | R value | 0.798 | 0.893 | 0.774 | 0.783 | 0.857 | 0.803 | 0.848 | 0.933 | 0.968 | 0.915 | |
Liver | Length | R value | 0.777 | 0.905 | 0.964 | 0.879 | 0.980 | 0.989 | 0.778 | 0.883 | 0.992 | 0.988 |
Weight | R value | 0.899 | 0.984 | 0.964 | 0.971 | 0.912 | 0.947 | 0.916 | 0.957 | 0.965 | 0.975 | |
Gill | Length | R value | 0.795 | 0.813 | 0.965 | 0.713 | 0.990 | 0.935 | 0.989 | 0.899 | 0.975 | 0.750 |
NS | NS | |||||||||||
Weight | R value | 0.922 | 0.940 | 0.937 | 0.859 | 0.943 | 0.980 | 0.963 | 0.827 | 0.974 | 0.877 | |
Muscle | Length | R value | 0.974 | 0.990 | 0.873 | 0.958 | 0.931 | 0.897 | 0.972 | 0.981 | 0.968 | 0.969 |
Weight | R value | 0.946 | 0.967 | 0.939 | 0.981 | 0.986 | 0.938 | 0.990 | 0.965 | 0.932 | 0.932 | |
Liver | Length | R value | 0.792 | 0.925 | 0.814 | 0.826 | 0.940 | 0.972 | 0.855 | 0.935 | 0.830 | 0.851 |
Weight | R value | 0.908 | 0.954 | 0.917 | 0.928 | 0.962 | 00.991 | 0.936 | 0.883 | 0.918 | 0.899 | |
Gill | Length | R value | 0.827 | 0.836 | 0.975 | 0.882 | 0.982 | 0.937 | 0.969 | 0.941 | 0.970 | 0.967 |
Weight | R value | 0.930 | 00.939 | 0.895 | 0.967 | 0.976 | 0.994 | 0.921 | 0.991 | 0.960 | 0.971 | |
Muscle | Length | R value | 0.849 | 0.949 | 0.904 | 0.875 | 0.994 | 0.919 | 0.716 | 0.951 | 0.957 | 0.991 |
NS | ||||||||||||
Weight | R value | 0.932 | 0.949 | 0.933 | 0.927 | 0.961 | 0.928 | 0.833 | 0.952 | 0.969 | 0.967 | |
Liver | Length | R value | 0.777 | 0.568 | 0.903 | 0.683 | 0.880 | 0.928 | 0.571 | 0.989 | 0.717 | 0.756 |
NS | NS | NS | NS | |||||||||
Weight | R value | 0.880 | 0.702 | 0.949 | 0.805 | 0.944 | 0.965 | 0.711 | 0.957 | 0.838 | 0.864 | |
NS | NS | |||||||||||
Gill | Length | R value | 0.875 | 0.810 | 0.885 | 0.832 | 0.850 | 0.848 | 0.829 | 0.868 | 0.889 | 0.824 |
Weight | R value | 0.948 | 0.913 | 0.940 | 0.928 | 0.940 | 0.922 | 0.915 | 0.937 | 0.942 | 0.848 | |
Muscle | Length | R value | 0.826 | 0.774 | 0.954 | 0.991 | 0.973 | 0.979 | 0.949 | 0.909 | 0.961 | 0.990 |
Weight | R value | 0.867 | 0.821 | 0.973 | 0.986 | 0.961 | 0.978 | 0.980 | 0.935 | 0.932 | 0.969 | |
Liver | Length | R value | 0.817 | 0.802 | 0.799 | 0.923 | 0.850 | 0.900 | 0.868 | 0.937 | 0.878 | 0.856 |
Weight | R value | 0.868 | 0.858 | 0.856 | 0.930 | 0.902 | 0.936 | 0.905 | 0.958 | 0.931 | 0.895 | |
Gill | Length | R value | 0.963 | 0.974 | 0.985 | 0.984 | 0.983 | 0.954 | 0.932 | 0.758 | 0.950 | 0.857 |
Weight | R value | 0.976 | 0.977 | 0.964 | 0.985 | 0.970 | 0.963 | 0.860 | 0.806 | 0.955 | 0.899 | |
Size ranges and relationships between weight (W) and total length (TL) of the sampled fish caught in the Karasu River
Fish | n | TL ranges | W ranges | ||
---|---|---|---|---|---|
35 | 11–20.9 | 20.0–82.0 | y = 0.0312 x2.5535 | 0.9115 | |
63 | 14.4–42.1 | 27.0–539.0 | y = 0.0272 x2.6627 | 0.9476 | |
28 | 11–34.2 | 12.0–344.0 | y = 0.0076 x3.0490 | 0.9764 | |
49 | 11–24.2 | 10.0–99.0 | y = 0.0439 x2.4025 | 0.8893 |
Heavy metal concentrations (mg kg−1) in muscle tissues of four fish species from the Karasu River and Maximum Acceptable Concentrations (MACs) according to international standards
Heavy Metals | Concentrations of heavy metals (mg kg−1) in different species | Maximum Acceptable Concentrations (MACs) | |||||||
---|---|---|---|---|---|---|---|---|---|
TFC |
FAO |
WHO |
FAO/WHO 1989 | EC |
|||||
Al | 129.99 | 130.63 | 108.58 | 95.12 | |||||
Cr | 3.08 | 2.18 | 2.15 | 2.84 | – | 0.15 | 0.5/1 | – | |
Mn | 5.65 | 6.13 | 3.88 | 6.98 | 20 | 0.5–1 | 2.5 | – | |
Fe | 150.92 | 86.05 | 55.96 | 62.02 | 50 | 100 | |||
Co | 0.74 | 0.54 | 0.53 | 0.51 | 1 | ||||
Ni | 3.89 | 3.10 | 3.06 | 3.14 | – | 0.6 | 0.4 | 40 | |
Cu | 2.54 | 4.30 | 1.90 | 2.87 | 20 | 30 | 30 | 30 | |
Zn | 51.48 | 36.39 | 32.01 | 45.77 | 50 | 30–150 | 100 | 40 | |
Cd | 0.54 | 0.54 | 0.52 | 0.54 | 0.1 | 0.5 | 1 | 0.5 | 0.05 |
Pb | 0.57 | 0.53 | 0.51 | 0.52 | 0.1 | 0.5 | 2.00 | 0.5 | 0.2–0.5 |
Concentrations of heavy metals (mean, standart deviation, minimum and maximum values; mg kg−1) in different tissues of four fish species from the Karasu River
Heavy Metals | Tissue | ||||
---|---|---|---|---|---|
Al | Muscle | 129.99 ± 1.12 (52.65–487.52) | 130.63 ± 1.35 (80.33–177.15) | 108.58 ± 1.35 (44.05–227.77) | 95.12 ± 1.34 (56.49–201.15) |
Liver | 156.77 ±1.98 (132.26–218.16) | 184.12 ± 1.52 (73.59–542.38) | 285.92 ± 1.15 (45.34–881.38) | 597.37 ± 1.17 (79.79–2051.97) | |
Gill | 447.52 ± 1.36 (143.50–1324.99) | 284.98 ± 1.00 (102.14–834.00) | 1809.94 ± 1.05 (117.61–4495.28) | 1450.17 ± 1.06 (322.96–2601.41) | |
Cr | Muscle | 3.08 ± 1.64 (1.43–8.47) | 2.18 ± 1.22 (1.63–2.85) | 2.15 ± 1.14 (1.36–2.79) | 2.84 ± 1.01 (1.41–7.25) |
Liver | 4.41 ± 1.19 (3.09–6.83) | 3.47 ± 1.49 (2.17–5.24) | 11.04 ± 0.79 (1.74–55.28) | 18.13 ± 1.27 (2.04–67.34) | |
Gill | 7.49 ± 1.05 (2.80–20.44) | 4.45 ± 0.99 (2.01–11.43) | 15.49 ± 0.99 (2.27–44.86) | 11.15 ± 0.73 (3.74–20.76) | |
Mn | Muscle | 5.65 ± 1.30 (1.74–24.83) | 6.13 ± 1.22 (2.88–12.58) | 3.88 ± 0.71 (1.98–6.30) | 6.98 ± 0.82 (3.43–11.18) |
Liver | 10.65 ± 1.24 (8.68–13.01) | 20.11 ± 1.02 (8.54–48.48) | 32.21 ± 0.97 (4.49–70.01) | 26.34 ± 1.01 (7.67–85.28) | |
Gill | 24.22 ± 0.94 (3.68–40.86) | 53.64 ± 0.98 (25.63–74.13) | 73.17 ± 1.41 (30.66–129.29) | 85.21 ± 1.22 (29.13–142.59) | |
Fe | Muscle | 150.92 ± 1.38 (21.12–800.40) | 86.05 ± 0.93 (25.58–168.14) | 55.96 ± 0.94 (16.88–117.90) | 62.02 ± 0.84 (34.44–89.42) |
Liver | 887.05 ± 1.12 (330.71–1890.51) | 1395.39 ± 0.72 (364.09–4376.27) | 2299.52 ± 0.85 (265.97–9314.15) | 1445.84 ± 0.82 (235.29–3232.52) | |
Gill | 620.34 ± 089 (93.23–2413.61) | 315.25 ± 1.11 (165.85–681.08) | 1360.95 ± 0.83 (152.01–3872.51) | 1045.53 ± 0.97 (315.18–1778.37) | |
Co | Muscle | 0.74 ±1.07 (0.49–1.66) | 0.54 ± 0.50 (0.41–0.81) | 0.53 ± 0.85 (0.40–0.61) | 0.51 ± 0.93 (0.37–0.67) |
Liver | 1.52 ± 0.99 (0.86–2.02) | 1.47 ± 0.85 (0.73–2.58) | 2.34 ± 0.89 (0.84–4.74) | 1.44 ± 0.85 (0.94–2.61) | |
Gill | 1.44 ± 0.77 (0.55–2.10) | 1.30 ± 1.07 (0.71–1.99) | 2.59 ± 0.95 (1.02–5.59) | 2.17 ± 1.14 (0.92–3.19) | |
Ni | Muscle | 3.89 ± 1.60 (1.93–12.09) | 3.10 ± 1.49 (2.66–3.79) | 3.06 ± 1.61 (1.69–4.56) | 3.14 ± 1.41 (1.85–4.38) |
Liver | 6.53 ± 1.59 (3.96–8.45) | 8.40 ± 1.19 (5.15–13.47) | 13.68 ± 1.42 (2.21–27.97) | 11.77 ± 1.47 (3.85–26.02) | |
Gill | 8.10 ± 1.14 (3.95–14.63) | 7.06 ± 1.31 (3.17–14.50) | 26.72 ± 0.87 (3.00–72.04) | 20.71 ± 0.83 (6.21–40.15) | |
Cu | Muscle | 2.54 ± 1.27 (0.91–6.99) | 4.30 ± 0.80 (1.26–8.81) | 1.90 ± 1.05 (1.06–4.32) | 2.87 ± 1.38 (0.90–5.93) |
Liver | 31.49 ± 0.93 (12.40–86.87) | 108.35 ± 0.67 (23.73–271.28) | 63.74 ± 0.87 (6.18–358.00) | 103.28 ± 1.04 (5.95–338.15) | |
Gill | 3.29 ± 1.15 (2.42–4.13) | 5.93 ± 0.94 (2.74–8.39) | 4.57 ± 0.79 (2.72–8.04) | 4.93 ± 1.01 (3.23–5.70) | |
Zn | Muscle | 51.48 ± 0.71 (27.25–107.99) | 36.39 ± 0.66 (18.85–58.36) | 32.01 ± 0.79 (24.48–37.86) | 45.77 ± 0.39 (24.97–87.29) |
Liver | 131.43 ± 0.86 (94.35–190.74) | 111.10 ± 1.58 (70.04–137.79) | 118.28 ± 1.02 (62.41–158.26) | 120.96 ± 0.94 (70.67–204.07) | |
Gill | 98.27 ± 0.77 (57.28–120.97) | 135.66 ± 0.79 (86.82–219.12) | 76.12 ± 0.83 (59.02–107.28) | 117.16 ± 0.73 (88.43–218.23) | |
Cd | Muscle | 0.54 ± 0.39 (0.47–0.62) | 0.54 ±0.22 (0.40–0.65) | 0.52 ± 0.31 (0.39–0.64) | 0.54 ± 0.23 (0.37–0.70) |
Liver | 1.29 ± 0.74 (0.64–1.85) | 0.75 ± 0.79 (0.53–1.19) | 0.90 ± 0.72 (0.73–1.41) | 0.97 ± 0.75 (0.68–1.50) | |
Gill | 0.57 ± 0.30 (0.46–0.69) | 0.54 ± 0.30 (0.45–0.64) | 0.55 ± 0.38 (0.46–0.67) | 0.58 ± 0.52 (0.51–0.67) | |
Pb | Muscle | 0.57 ± 0.35 (0.46–0.84) | 0.53 ± 0.32 (0.40–0.64) | 0.51 ± 0.45 (0.38–0.60) | 0.52 ± 0.44 (0.35–0.66) |
Liver | 1.06 ± 0.41 (0.47–1.62) | 0.75 ± 0.60 (0.57–1.05) | 1.08 ± 0.70 (0.51–2.47) | 0.96 ± 0.44 (0.62–1.79) | |
Gill | 1.79 ± 0.70 (0.50–5.29) | 1.19 ± 0.80 (0.61–1.94) | 1.19 ± 0.78 (0.88–1.59) | 1.77 ± 0.83 (0.80–3.98) |