Overall detection of PFASs in aquatic products
The purpose of this investigation was to monitor 23 PFASs in aquatic products captured from the South China Sea. The results showed that 16 PFAS components have been detected from the aquatic samples. If any PFAS was detected, it was a positive sample, and the detection rate of total 844 samples reached 99.21%. The maximum added concentrations of detected PFAS components (∑PFASs) in a given sample was 28.27 μg/kg. The average and median concentrations of the ∑PFASs were 1.83 μg/kg and 1.18 μg/kg in individual samples, respectively. It meant that the PFASs pollution of aquatic products in the coastal region of the South China Sea was very common, which deserves an attention from public health perspective. The detection of PFASs in aquatic products from various countries and districts [7, 8, 11, 25-28] was listed in Table 1. It can be seen that the total amount of PFASs in aquatic products from the South China Sea was at an intermediate level but with a higher detection rate.
Table 1. Detection results of PFASs in aquatic products from various countries and districts
Sample sources
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Sample categories
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∑PFAS detection range (μg/kg)
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References
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Northeast Pacific Ocean
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Pacific cod
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0.216~0.670
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[8]
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Korean waters
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0.288~0.892
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Japanese coastal waters
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0.819~1.710
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Lake Tana, Ethiopia
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piscivorous fish
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0~5.80
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[25]
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Miyun Reservoir in Beijing, China
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freshwater fish
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1.70~14.3
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[26]
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South China Sea
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Seafood
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0~28.27
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This study
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Charleston Harbor and tributaries, South Carolina, United States
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five known dolphin, prey fish and southern flounder
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12.7~33
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[11]
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Vaal River, South Africa
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invertebrates and fish
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0~34
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[7]
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Netherlands
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marine fish, farmed fish, crustaceans, bivalves and European eel caught
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0~172
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[27]
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Stockholm Arlanda Airport in Europe
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European perch
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Absolute systemic burden was 334±80
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[28]
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Detection results of various PFAS components
The concentration (range, mean and medium values), frequency of individual PFAS in all detected samples and concentration percentage of individual PFAS concentration in ∑PFASs were showed in Fig. S2 and Table S2, respectively. Among the 16 PFAS components, the highest detection rate (72.40%) and concentration percentage (29.1%) were PFOS. The second highest detection rate (62.44%) and concentration percentage (24.71%) was PFBA. Though detection frequency of PFOSA and PFOA (67.95% and 65.86%) were slightly higher than frequency of PFBA, the concentration percentage were merely 7.18% and 3.14%, which were even less than concentration percentage of PFHxA and PFNA (10.66% and 9.19%). PFOS and PFBA represented for more than half of the concentration percentage of the ∑PFASs, indicating that PFOS and PFBA might be considered as the predominant PFAS components in aquatic products collected from the coastal region of the South China Sea. Previous studies showed that the total concentrations of PFASs in the surface water in the South China Sea were 0.195 ~ 4.925 ng/L, and the main PFAS components were PFOS (25%), PFOA (20%), PFBA (16%) and PFBS (10%) [29]. Another report showed that the concentrations of PFASs in surface seawater, bottom seawater and sediments in the South China Sea were 0.125~1.015 ng/L, 0.038~0.779 ng/L and 0.0075~0.0842 μg/kg, respectively. PFBA and PFOA were the predominant PFAS component in seawater samples, while PFOS was the predominant PFAS component in sediment samples [30]. The detection results of PFASs in aquatic products in the present study were identical to the results of environmental samples, which indicated that fishes, shellfishes and crustaceans had a significant biological accumulation capacity of PFASs.
PFASs entered the environment continuously due to industrial emission. In the present study, in accordance with the average detection concentration of individual PFAS component in all aquatic samples, the concentration of PFOS was highest with an average value of 0.534 μg/kg. The principal source of PFOS in the Pearl River Delta region was industrial wastewater [20]. Similar findings were reported in Vietnam's sewage treatment plants [31]. Thus, we should pay more attention to the monitoring of PFASs pollution in industrial wastewater and municipal wastewater discharge.
Contribution percentage of individual PFAS component in various categories of samples
A total of 844 fishes, shellfishes and crustaceans was included in the study. At least one PFAS component was found in all fish and crustacean samples. Only 1.57% of the shellfish samples did not detect any PFAS component. For each category of samples, the concentration percentage of individual PFAS component to the ∑PFASs was calculated. As showed in Fig. 1, PFOS possessed the highest pollution contribution rate, accounting for 47.78% and 53.42% of the ∑PFASs in fish and crustacean samples, while barely 2.51% in shellfishes. However, PFBA contributed the maximal PFAS pollution at 54.26% in shellfish samples but merely contributed percentages of 2.60% and 1.49% in fish and crustacean samples, respectively.
As a POP, PFOS was difficult to hydrolyze, photolyze or biodegrade in the natural environment and could exist for a long time due to its extremely stable chemical properties [5]. It had been discovered in irrigation water, soil, vegetable, fruit [12] and aquatic products[10] in China, tap water in Korea [12] as well as surface water in Vietnam[31]. Except for water, sediment and other environmental samples, PFOS was also found in aquatic products [10, 11, 27, 32]. Concentrations of PFOS in fatty fish collected from 6 coastal cities in China were 0.0014~1.627 μg/kg [10]. It was surprising that the concentration of PFOS found in sharks was as high as 21.6 μg/kg. Without considering environmental pollution, sharks could accumulate more PFOS in the body because they were at the top of the food chain [27]. In the present study, the highest level of PFOS found in fish was 20.96 μg/kg, which almost approached the top predators.
PFBA was the primary PFAS component in shellfish samples. In the coastal areas of Bangladesh, the highest concentration of PFBA found in shellfish was 0.66 μg/kg [33], which was nearly one tenth of 6.07 μg/kg in this study. PFBA was often found in soil, sediment, irrigation water, tap water, seawater, crops, vegetables and fruit [12, 29, 30, 34, 35]. Considering that most shellfish had biological habits of benthic and filter-feeding [36], it was not difficult to explain why the PFBA concentrations in shellfish were higher than that in fish and crustacean samples.
Furthermore, PFOSA was found in fishes, shellfishes and crustaceans in the present study, with corresponding pollution contribution rates of 6.12%, 7.22% and 9.84%, respectively. PFOSA, as a precursor substance of PFOS, could be degraded into PFOS [37]. The pollution contribution rate of PFOS in aquatic products was such high that the possibility of contribution from PFOSA should be considered.
Significant components in various categories of samples
We also determined the average concentration of each PFAS component in different aquatic samples, and the results were presented in Fig. 2. The average concentrations of PFOS in fish and crustacean samples were 0.889 μg/kg and 1.47 μg/kg, respectively, which was significantly higher than the average concentration of 0.0405 μg/kg in shellfish samples. However, the average concentration of PFBA in shellfish samples was 0.875 μg/kg, which was nearly 20 times higher than the corresponding average concentration in fish (0.0484 μg/kg) and crustacean (0.0409 μg/kg) samples. Obviously, PFBA was the predominant PFAS component in shellfish samples, while PFOS in crustaceans and fish samples.
The above finding was different from the previous reports. Previous researches pointed out that fishes and crustaceans tend to accumulate long-chain perfluoroalkyl carboxylic acid (PFCAs), and the concentration of PFOA in bivalve mollusks was higher than that of other PFASs [31]. Another study suggests that, among long-chain PFASs, the concentrations of PFOA in crabs and mollusks were higher than that of its homologue of PFOS. Except for fishes, the average concentration of PFCAs was higher than the average concentration of PFSAs in all marine organisms [9].
Based on the statistics from 26 crab samples in this study, the ∑PFASs were 0.21 ~ 10.55 μg/kg, with the average and median concentrations of 2.96 μg/kg and 2.52 μg/kg, respectively, which was basically consistent with the overall detection results from crustacean samples. As for the individual PFSA component, compared to the average (0.249 μg/kg) and median concentrations (0.11 μg/kg) of PFOA, the corresponding concentrations of PFOS were 1.12 μg/kg and 0.78 μg/kg, respectively. Furthermore, the total detection concentration of PFOS was 4.5 times the amount of PFOA detected in crabs. Thus, it may conclude that that the predominant PFAS component in crustaceans in the coastal region of the South China Sea was PFOS. Similar results were also reported in crustaceans and fishes [37].
Furthermore, it was noticed that oysters and mussels were the most likely to get accumulated PFNA and PFBS. In the present study, PFNA was found in 431 samples, of which 17.4% (75 samples) were oyster. The concentration of PFNA in oyster samples accounted for 80.13% of the ∑PFNA. Similarly, PFBS was found in 338 samples, and 25.4% (86 samples) of them were mussel, which contributed 85.75% of the ∑PFBS. Generally, researchers paid more attention to the overall pollution of PFASs, or a few hazardous PFAS components, such as PFOS, PFOA or PFBA [9, 31]. There was less attention to why certain PFAS components tended to accumulate in some species. Higher concentration of PFNA has been found in gastropods and bivalves in the coastal areas of Vietnam [31]. Krista et al. found that consumption of oyster, scallop or shrimp was related to the increased serum concentrations of PFDE, PFOS, PFNA and PFUdA in humans [38]. From the findings of this study, it is possible that increased intake of oysters and mussels may also lead to the increase concentrations of PFNA and PFBS in humans.
Temporal variation characteristics of PFASs
The samples were obtained from offshore fishing, docks and aquatic product wholesale markets in the coastal cities of this study. However, the sample commodities were random and uncertain due to seasonality and marketing availability of aquatic products at the time. For instance, oysters were the fattest in autumn and winter, and they were mostly harvested during these periods with high marketing values. Samples were difficult to collect from May to August every year because of the imposed forbidden fishing period in China. Sampling time in each year was unevenly distributed, thus, statistical analysis was carried out on an annual basis rather based on seasons. Of all of the samples tested, 269, 305 and 270 samples were collected in 2014, 2015 and 2016, respectively, including fishes, shellfishes and crustaceans, which closely represented the actual consumption patterns of aquatic products in the coastal region of the South China Sea.
The average concentration variations of individual PFAS component in the three years of our study period were displayed in Fig. 3. The average value of ∑PFASs and some individual components, such as PFOS, PFBA and PFPeA, showed a significant yearly increase respectively, while the other components had a slight variation. Compared with previous studies on the temporal variation characteristics, the concentration of PFASs in sediments generally increased overtime [4, 39], and the concentration of PFOS found in the waters around Hong Kong in 2014 was doubled the level as detected nine years ago [29]. However, the tendency might not be observed in aquatic products. PFAS concentrations detected from cod in Hokkaido of Japan in 2016 were lower than the detection data of the previous four years in spite of the higher PFAS concentrations [8]. Monitoring results in finfish and shellfish samples in Bangladesh demonstrated that most PFAS components did not show obvious seasonal variation [33]. Temporal variation characteristics were closely related to the sampling time, site and sample variety of aquatic products.
It was remarkable that PFHxS was not found in the first two years (2014 and 2015) of our study period, but it had been found from fishes in 2016. PFHxS is a newly discovered PFAS component in aquatic products collected from the coastal region of the South China Sea, indicating a more serious PFAS pollution problem.
Spatial variation characteristics of PFASs
A total of 16 PFAS components was found in all tested samples, and total the detection rates in Guangdong, Guangxi and Hainan were 99.16, 99.49 and 100%, respectively. As we can see in Table S3, compared with Guangdong and Hainan, all PFAS detected components but PFHxS were also found in Guangxi. PFOS was the primary component with higher frequency (78.47% and 84.62%) and mean concentration (0.77 and 0.57 μg/kg) in Guangdong and Hainan, while PFBA was the predominant component in Guangxi with frequency of 70.72% and mean concentration of 0.76 μg/kg. The average and median values of ∑PFASs in Guangdong, Guangxi and Hainan were 1.79, 1.91, 2.02 μg/kg and 1.09, 1.22, 1.75 μg/kg, respectively.
The concentration percentages of individual PFAS component in Guangdong, Guangxi and Hainan are presented in Fig. 4. Overall, the detection rates and pollution contribution rates of PFOS、PFBA、PFNA、PFOSA and PFHxA were significantly higher than the other PFAS components. The predominant PFAS components in Guangdong’s samples were PFOS and PFBA, with corresponding pollution contribution rates at 33.77% and 23.56%. The predominant PFAS components in Hainan’s samples were similar to Guangdong, except that PFOS and PFBA had almost equal pollution contribution rate of 23.75%, and 25.47% respectively. The PFASs pollution in Guangxi’s samples was different from the other two provinces, and the predominant PFAS components were PFBA and PFNA with corresponding pollution contribution rates of 28.25% and 25.65%.
PFOS was the highest concentration of individual PFAS component among all tested samples at 20.96 μg/kg, which was found in Ambassis gymnocephalus sample. Previously, PFOS was found in shrimp samples collected from Holland with a concentration at 25.0 μg/kg [32], which was slightly higher than the sample collected from the South China Sea in this study. Another individual component with relative high concentration was PFOSA. It was found in Mussel sample collected from Guangxi with a concentration of 15.84 μg/kg. Higher concentration of PFOSA may lead to more serious pollution of PFOS.
In this work, higher concentrations of PFNA were found in Guangxi samples with a pollution contribution rate of 25.65%. The average concentration of PFNA in Guangxi samples was 0.489 μg/kg, which was 6.04 times higher than Hainan samples and 5.47 times higher than Guangdong samples, respectively. The likely reason was that PFNA may be more easily accumulated in Oyster. PFNA was found in 101 samples collected from Guangxi, of which 54 samples were Oyster. Surprisingly, PFNA at a detection rate of 53.5% achieved 97.3% of its pollution contribution rate. In addition, PFNA was generally found in Beibu Gulf coastal waters and rivers, where the PFNA detection rate in water samples was 100% [22].
In this study, samples obtained from 11 cities were selected to analyze the distribution characteristics of PFASs. The average concentrations of PFASs in these cities were shown in Fig. 5. Guangzhou’s samples were found the highest average concentration at 3.69 μg/kg. In cities with high PFASs concentrations in aquatic products, Guangzhou and Zhuhai belong to the Pearl River Delta region, and the higher detection rate of PFASs was consistent with the previous research [29, 30]. Sanya was an international tourist city and it had the third highest PFASs concentration in aquatic products among all cities, which deserves attention to the risks of PFASs from local seafood to humans. Previous study showed that PFBA and PFOS were the predominant PFAS components in seawater in the South China Sea [22, 29, 30], and the higher detection rate and pollution contribution rate of PFOS and PFBA in the aquatic products were consistent with the environmental investigation. Results from this study confirmed the bioaccumulation theory.
Exposure and Risk Assessment
According to the data from China's report network, the average consumption of aquatic products by urban households in China from 2013 to 2017 was 14.54 kg per year. This statistical data included household consumption, dining out and other consumption. The average weight of Asians was 60 kg, the RfD of PFOS and PFOA were 0.002 μg/kg/day and 0.003 μg/kg/day, respectively [9]. Based on the average concentration of PFOS and PFOA in each category of samples, the HR values of PFOS were 2.95×10-1, 1.34×10-2and 4.86×10-1 in fishes, shellfishes and crustaceans, respectively, and the corresponding HR values of PFOA were 7.39 ×10-3, 1.21 ×10-2 and 3.65 ×10-2 for fishes, shellfishes and crustaceans, respectively. Thus, it can be concluded that the potential exposure risks of PFOA and PFOS in aquatic products in the coastal region of South China Sea is considered low, as the HR values were all less than 1.
Nevertheless, as the ultimate receptor of PFASs, humans are exposed to more pollution sources [12, 35] For example, the HR of PFASs in PM10 in Bohai area were 1.80×10-7~4.04×10-5 [40], and HRs of PFASs in soil, groundwater and tap water was lower than the risk value[41]. The EDI values of PFOS and PFOA in fatty fishes and shellfish in six coastal cities in China were no more than 0.001 μg/kg/day, which is considerably lower than the acceptable daily intake values of 0.15 μg/kg/day and 1.5 μg/kg/day for PFOS and PFOA, respectively [10]. These assessments were evaluated based on a single risk factor. According to the estimation from pharmacokinetic model, PFOA exposure from tap water accounted for 8.6%~10.1% of the total daily intake exposure, but the contribution of PFOS to total exposure is less than 10%, indicating that other food-derived potential exposure sources were ignored [12]. The assessment outcomes may be more reasonable if other influencing factors were taken into account. For example, in the assessment of PFASs risk index in the environment, the potential comprehensive risks of milk and dairy products, drinking water, cereals, seafood, eggs and egg products, meat and meat products and other foods were considered[35], and the HR was higher than 1.