Seasonal Variability
Overall, all three analyte concentrations remained relatively stable throughout the considered timeframe, with maximum mean monthly concentrations being observed during Autumn 2019 in the case of Pb and Cu (0.0502 ± 0.0164 and 0.416 ± 0.183 mg·kg− 1ww respectively) and Spring 2020 in de case of Cd (0.0112 ± 0.0755 mg·kg− 1ww). On the other hand, minimum mean Pb and Cu concentrations were observed during Autumn 2020 (0.0248 ± 0.00256 and 0.359 ± 0.182
mg·kg− 1ww respectively) and Autumn 2019 for Cd (0.00644 ± 0.00444 mg·kg− 1ww). Mean annual values for each element were 0.04052 mg·kg− 1ww for Pb; 0.008516 mg·kg− 1ww for Cd; and 0.3765 mg·kg− 1ww for Cu.
Table 4
Mean wet weight (ww) analyte concentrations (mg·kg -1) and range found in muscle tissue per studied season. No outliers were included.
Month / Analyte
|
Pb
|
Cd
|
Cu
|
Autumn 2019
|
0.0502 ± 0.0164
|
0.00644 ± 0.00444
|
0.416 ± 0.184
|
Winter 2020
|
0.0439 ± 0.0285
|
0.00578 ± 0.00268
|
0.383 ± 0.173
|
Spring 2020
|
0.0379 ± 0.0214
|
0.0112 ± 0.00755
|
0.337 ± 0.211
|
Summer 2020
|
0.0385 ± 0.0154
|
0.00906 ± 0.00535
|
0.368 ± 0.134
|
Autumn 2020
|
0.0248 ± 0.00256
|
0.00929 ± 0.00411
|
0.359 ± 0.182
|
Concentration peaks above the threshold for safe human consumption tend to appear at a given time within very localised areas of the study site. In these areas and times, most individuals display considerably higher concentrations of one or several heavy metals when compared to those of specimens gathered elsewhere. These concentration peaks are not representative of most of the study area and have proved to be statistical outliers. Despite not being considered in the statistical analysis for temporal variability assessment, their presence should not be ignored, since it could imply the existence of localised heavy metal concentration hotspots and, therefore, their spatial distribution will be further explored in this study.
In order to assess analyte concentration variability over time, mean concentration graphs were plotted (Fig. 2). All three analyte concentrations in Scyliorhinus canicula muscle tissue remained relatively stable during the considered period and no significant concentration differences were observed between consecutive seasons. However, significant differences were found between certain non-consecutive seasons, implying, to some extent, high analyte temporal stability in S. canicula muscle tissue, with the same probably being true for analyte concentrations in the sediments and waters of study area. Regarding muscle Pb concentrations, significant differences were observed between Autumn 2019 and Spring 2020 (P < 0.0003). Weaker significant differences were found between Autumn 2019 and Autumn 2020 (P = 0.0438) and Autumn 2020 and Winter 2020 (P = 0.0479). Differences in Cd concentrations were found to be significant between Autumn 2019 and Spring 2020 (P = 0.0092) as well as Winter 2020, Spring 2020 (P < 0.0001) and Summer 2020 (P = 0.0064). Finally, regarding Cu concentrations, interseasonal differences observed were non-significant during the considered timeframe.
The non-consecutive seasonal differences observed in Cd and Pb concentrations suggest some degree of variability throughout the year, however, it is unclear if these follow an annual trend. Mean seasonal concentrations were plotted in Fig. 3 in order to compare this study´s results with those found in literature. Similarities have been found with the study performed by(Ghosn et al., 2020) which compared the concentration of Cu, Pb and Cd among other heavy metals between wet and dry seasons in three Eastern Mediterranean teleost species: Siganus rivulatus, Lithognathus mormyrus and Etrumeus teres. Despite not finding inter-seasonal significant differences in liver concentrations of the considered analytes, except for Pb in E. teres, mean concentrations tended to be higher in the warmer seasons (Spring-Summer) (Ghosn et al., 2020). Additionally, similar studies performed in Mediterranean waters on muscle tissues of Mullus barbatus by Soliman et al. (2021); on Solea solea and Sparus aurata byÇoğun et al. (2005) and on Sarda sarda, Trachurus trachurus and Merlangius merlangus byMendil et al. (2010) gathered results that coincided with those ofGhosn et al. (2020) for Pb, Cd and Cu. A similar pattern was observed in our study for Pb and Cd quantified in Scyliorhinus canicula muscle tissues for which mean concentrations tended to be slightly higher in Spring for Cd and Summer for Pb in comparison to colder seasons. the only exception to this apparent trend is Cu.
Similar studies performed on elasmobranch species in the Mediterranean sea and North Eastern Atlantic ocean, tend to focus on the spatial variability in trace element concentrations within these organism's tissues. Demersal species such as Galeus melastomus and Mustelus mustelus have been studied alongside S. canicula throughout Mediterranean waters.
Table 5. Mean values for Pb, Cd and Cu muscle tissue concentrations (mg·kg -1 ww) from demersal elasmobranch species found in literature. Concentration values transformed when necessary to wet weight using the mean water percentage in muscle value for this study (80.36%) for S. canicula. TS = Tyrrhenian Sea, AS = Adriatic Sea, GoL = Gulf of Lion, BoB = Bay of Biscay, IS = Ionian Sea, SoS = Strait of Sicily
Species
|
Pb
|
Cd
|
Cu
|
Reference & Site
|
Scyliorhinus canicula
|
1.01
|
0.0334
|
1.687
|
(Filice et al., 2023)
TS
|
0.27
|
0.07
|
1.63
|
(Türkmen et al., 2009)
|
0.00668
|
0.00177
|
0.314
|
(Mille et al., 2018)
GoL
|
0.00825
|
0.00177
|
0.157
|
(Mille et al., 2018)
BoB
|
Galeus melastomus
|
0.104 – 0.126
|
0.0299 – 0.109
|
1.07 – 2.03
|
(Gallo et al., 2023)
TS
|
0.0193 - 0.0240
|
0 – 0.0193
|
0.565 – 1.702
|
(Gallo et al., 2023)
SoS
|
0.216
|
0.164
|
1.26
|
(Gaion et al., 2016)
IS
|
|
0.010
|
0.000982
|
0.452
|
(Mille et al., 2018) GoL
|
0.00824
|
0.000982
|
0.137
|
(Mille et al., 2018) GoB
|
Mustelus
mustelus
|
0.06
|
0.01
|
0.71
|
(Storelli et al., 2011) AS
|
Analysis performed by Filice et al. (2023)d rkmen et al. (2009) on Scyliorhinus canicula on specimens gathered from the Tuscan archipelago in the Tyrrhenian Sea (Central Mediterranean sea) and the Aegean sea, showed muscle concentrations of all three elements that greatly surpassed mean annual values found in the present study. (Table 5). On the other hand, Pb, Cd and Cu concentrations observed by Mille et al. (2018) in S. canicula muscle tissues from the Gulf of Lion (Western Mediterranean) and the Gulf of Biscay (North Eastern Atlantic) were significantly lower than those found during this study (Table 5).
A comparison between the results gathered during this study and those obtained by Gaion et al. (2016), Mille et al. (2018),Gallo et al. (2023) and(Storelli et al., 2011) on the heavy metal content of Galeus melastomus and Mustelus mustelus muscle tissue reveals a similar trend, where samples gathered in Central and Eastern Mediterranean waters (Tyrrhenian, Adriatic and Ionian seas) display higher Pb, Cd and Cu concentrations than those gathered in the Western Mediterranean for all three species species regardless of the year each study was carried out. Furthermore, analyte concentrations observed in G. melastomus gathered from the GoL and the GoB were lower than those found in S. canicula during the present study. This suggests that, in this scenario, variables such as the species or each study´s timeframe might not affect trace element concentration as much as the sampling location.
The spatial distribution of the sampling site and its climatological specificities appear to heavily influence the severity of the seasonal heavy metal concentration variability as well as peak concentration months, especially in gill and liver tissue (Ghosn et al., 2020; Mathews et al., 2008; Mendil et al., 2010; Zuluaga Rodríguez et al., 2015). Variables such as water temperature and water chemistry are known to influence the uptake of heavy metals by marine biota and their environmental availability (Ghosn et al., 2020; Zuluaga Rodríguez et al., 2015). In addition, the main drivers of xenobiotic uptake and tissular variability are the species-specific accumulation dynamics as well as the stability of heavy metal concentrations within the diet, water, and sediments they are exposed to (James and Kleinow, 1994; Phillips and Rainbow, 1994; Zuluaga Rodríguez et al., 2015).
As observed by De Boeck et al. (2010) and Vas (1991), Scyliorhinus canicula muscle tissues display detectable levels if exposed to high enough concentrations of the considered analytes. Despite its limited sensibility, most samples analysed (86.3%) were above the limit of quantification for Pb and all surpassed it for Cd. These results imply that the matrix is sensitive enough to detect pollution hotspots, including areas with heavy metal concentration spikes, such as those found in the present study, some of which surpassed the maximum threshold for human consumption.
Note that despite displaying spatial proximity, most considered trawls were conducted during different months. The remaining trawls with mean concentrations bellow the tenth decile of the dataset, were both temporally and spatially close to the ones plotted in Fig. 3, nevertheless these displayed significantly lower concentrations. Such spatiotemporal behaviour may imply that the source of these hotspots is particularly localised, and its detection depends on the vessel´s course during the haul. Furthermore, the overlapping of hotspots derived from time distant trawls could suggest the existence of a common time persistent pollution source.
Regarding Cd distribution, two hotspots were found towards the edge of the continental shelf coinciding with those observed for Pb, and a third hot spot was observed closer to the coast, between 50 and 100 m deep (Fig. 4). The proximity of the latter to coastal waters could imply a greater involvement of anthropic pollution sources on the resulting Cd concentrations observed in S. canicula specimens however, further research is required to support this statement.
Cu concentration hotspots were widespread throughout the study site, occurring mainly between depths of 50 to 200m (Fig. 5).
Considering the greater abundance of Cu in the earth's crust compared with that of Pb and Cd, as well as its abundance within certain invertebrates, which comprise a considerable part of this species diet (Rainbow, 2018; Vas, 1991), the presence of Cu hotspots throughout the sample area is to be expected.
There is a knowledge gap regarding the distribution of Pb, Cd and Cu concentrations throughout the continental platform bottom waters and sediments of the studied area which supposes a handicap to stablish relationships between environmental concentrations and those found in Scyliorhinus canicula muscle tissues. It is noteworthy that the study area is subjected to heavy nautical traffic associated with the traffic separation scheme present within the studied area limits and a seasonal rise in peak touristic seasons, however, the effect these activities may have on heavy metal pollution is uncertain.