Keywords
PAHs, ambient air, automobile workshop, Nigeria
This article is included in the Cheminformatics gateway.
This study determined the levels of polycyclic aromatic hydrocarbons (PAHs) in the soil around typical automobile repair workshops in Nigeria. Risk assessment associated with human contact with the soil was carried out using hazard quotient (HQ) and incremental life cancer risk (ILCR) from human unconscious ingestion and dermal contact with the soil.
Soil samples were obtained at different automobile workshops in Ado-Ekiti, Western Nigeria. The PAHS in the samples were extracted using dichloromethane and extracts were cleaned up using silica-alumina gel open column chromatography. Analysis of PAHs in the soil was done using a gas chromatograph coupled to a mass selective detector operated on electron ionization mode.
The results showed the mean PAHs concentration at the sampling locations ranged from 5.58 – 6.4 μg/g and the mean ∑ carcinogenic PAHs was 58.4 μg/g, equivalent to 59.39 % of total PAHs observed. The mean Toxicity equivalence (TEQs) ranged from 0.02 - 6.680 μg/g. Benzo (a) pyrene and dibenzo(a,h)anthracene have the highest toxicity equivalent. The total ILCRs from accidental ingestion and dermal contact in adults were 1 ×10^(-3) and 9.8 ×10^(-5), for adults and children respectively; both are higher than the permissible limit stipulated by the World Health Organization.The HQs obtained are several folds higher than 1. This implies high carcinogenic and non-carcinogenic risks for children and adults.
The study revealed the levels of PAHs and also revealed the risks associated with human contact with the soil around automobile repair workshops.
PAHs, ambient air, automobile workshop, Nigeria
In the latest review by the reviewer, it was pointed out that sampling period and year/regimen used was not included in the manuscript. This has been included in revised version of the manuscript. It was also pointed out that source identification was not included. Authors, however made it clear that, the objective of the work does not involve source identification and we are sure that littering of the spent engine oil is the source of PAHs from observed in the soil. It was also pointed out that the health implications were not stated in regard to adverse health effects from exposure to humans, which has now been added to the manuscript and the permissible limit of ILCR and HQ has now been included in the revised manuscript.
See the authors' detailed response to the review by Daniel O. Omokpariola
See the authors' detailed response to the review by Akanimo N. Ekanem
Indiscriminate discharging of used engine oil into the surroundings, especially around automobile workshops, remains a major problem in most parts of Nigeria and this constantly affects the ecosystem (Odjegba and Sadiq, 2002; Emoyan et al., 2020). The soil around automobile workshops is usually contaminated with spent engine oil which contains heavy metals and polycyclic aromatic compounds (PAHs) and other pollutants. PAHs constitute two or more fused aromatic rings solely made from carbon and hydrogen (Arey and Atkinson, 2003). PAHs are emitted from the exhaust of automobiles as well as by-products from petroleum ranging from lubricating oil, gasoline, diesel, and several others put to constant use in automobile workshops, and these have high chances of spilling into and degrading the soil (Kidman and Boehlecke, 2011; Muze et al., 2020).
PAHs, which are the products of incomplete combustion, are transported into the crankcase and concentrated in lubricating oil in the engine of the car (Pruell and Quinn, 1988; Akintunde et al., 2015). Additionally, emissions from the exhausts of the cars being repaired at these workshops can be washed down through rain to the soil around the workshop. Attention has been drawn to the health risks associated with human contact with soil contaminated with PAHs (Wcisło, 1998; Adeniyi and Afolabi, 2002; Dong and Lee, 2009; Kwon and Choi, 2014). PAHs are found to have a negative effect on human health as they can lead to cancer, as well as having a mutagenic and teratogenic effect (Boström et al., 2002).
The presence of PAHs in the spent engine oils disposed in the environment during maintenance poses a serious threat to the environment (Ololade, 2014). The lack of required knowledge on proper handling of these hydrocarbon products during repairs and vehicle servicing in automobile workshops is a major problem, especially in Nigeria (Sharifi et al., 2007). Akintunde et al. (2015) studied the reproductive effects of used engine oil on male rats, and their results showed used engine oil has the potential to hamper male rats' germ cell development and also affect other testicular activities in producing viable spermatozoa. Their study also concluded that soil contaminated with spent engine oil poses a great reproductive risk to humans in areas where there is high exposure. The Agency of Toxic Substances and Diseases Registry rates PAHs as ninth on the list of compounds dangerous to human health. Organisms are also affected by the toxic effect of PAHs as they affect the functioning process of cellular membranes (Abdel-Shafy and Mansour, 2016). Clients and workers at automobile workshops are exposed to PAHs through contact with the soil and ambient around the workshop.
This study focuses on determining the levels of PAHs around automobile repair workshops, this is with a view to determining the risk associated with human contact with these pollutants.
The study area locations are shown in Table 1. In order to assess the implication of automobile repair workshops’ activities on the soil levels of PAHs, soil samples were taken from five different local automobile repair workshops (locations A-E) in Ado-Ekiti, Southwestern Nigeria. Ado-Ekiti is the capital of Ekiti state in Southwestern Nigeria and is a city on 7° 37′ 15.9996″ N and 5° 13′ 17.0004″ E. The samples were collected between September – December 2022.
The top layer of soil samples (0–15 cm) was collected around the automobile workshops using stainless hand held auger. The sample was collected in the afternoon during the rush hour at workshop. The samples were wrapped in foil papers after collection and transported to the laboratory for analysis. At the laboratory, the impurities were then removed by hand picking, and then sieved through a 2 mm sieve shaker. The samples were then oven dried using a universal drier at 80 oC to constant mass, and they were then kept in aluminum foil bags and stored at -20 °C in the freezer.
The soil samples were initially spiked with recovery standards of PAHs to monitor the integrity of the treatment. The sample was then extracted with 30 ml dichloromethane (DCM) using a Soxhlet extractor at 30°C for 8 hrs to enable PAHs trapped on the PUF disk and soil to dissolve in DCM. A clean-up procedure was done to remove unwanted compounds in the matrix by using silica-alumina column chromatography. The column was prepared by adding about 10 to 15 mm plug of glass wool to a chromatograph column and stuffing it down using a glass rod, then alumina and silica were added (1:2). The column packing was partially deactivated using a methanol-DCM solution (1:3) for better recovery. The sample extract was decanted into the column and eluted with 40 mL 1:1, DCM: hexane (Adesina et al., 2018). The extracted samples were then concentrated using a rotary evaporator (Büchi®), to gently remove the solvent from the extract in order to bring down the volume of extract to 5ml. The resultant extracts were later analyzed for PAHs.
Quantification of PAHs present in the sample was carried out using gas chromatography (GC) (Agilent 7890) with a mass detector (Agilent 5975) operated in a selected ion monitoring mode and using electron impact ionization (EI). The chromatographic column dimensions are 30 m × 0.25 mm, and the internal diameter of 0.25 μm film thickness. The temperature program for the analysis was set as 90°C (1.0 min), 30°C/min, 250°C, 4°C/min, and 330°C (5 min). Determination of the concentration of PAHs was done using the internal standard method. The internal standards are naphthalene-d8, acenaphthene-d10, phenanthrene-d10, chrysene-d12, and perylene-d12, used to quantify the amount of PAHs in the extract.
Apart from normal samples, field and laboratory blanks were also taken and treated the same way as the samples to ensure high integrity of the data. Soil blank samples were taken at locations far from the workshops, that have not been contaminated by automobile repair activities. Determination of instrument detection limits (IDLs) and method detection limits (MDLs) followed Norlock et al. (2011) procedure. Standard solutions were prepared for PAHs and six surrogates which were analyzed four times in the SIM mode using GC-MS. The PAH concentrations in each calibration solution were recalculated from the regression equation obtained using all six calibration standards. The average of the four replicates with the lowest detectable concentration was taken as the IDL. MDLs were calculated by multiplying the standard deviation of the replicates by the one-side t statistic at the 99%. Before the extraction, 20 ng of phenanthrene d10 recovery standard (RS) was used to spike the sample and the recovery range of the PAH was between 80% and 90%. Concentrations of PAHs in the field blanks were below the detection limit for all targeted compounds and no blank correction was carried out.
Toxic equivalent
The potential toxicity of the PAHs is calculated by multiplying the individual concentration, C, with the toxicity equivalence factor (TEF) (eq. i) (Van den Berg et al., 2006).
ILCR from ingestion, inhalation, and dermal contact with PAHs contaminated soil are calculated using eq. ii, iii, iv, respectively. Also, the non-carcinogenic associated risk is assessed using the hazard quotient index (HQ) which is the ratio of the estimated to the reference dose using eq. v (USEPA, 1991, 2011).
C is the PAH concentration in the soil solid residue (mg kg−1). is the soil ingestion rate (100 mg d−1 for adults and 200mg d −1for children). is the inhalation rate (20 m3/day was assumed for adults while 9.6 m3/day was assumed for children). Table 2 shows the exposure parameters and factors used for the study.
Exposure factors | Adult | Child | Reference |
---|---|---|---|
Ingestion rate (mg/day) | 100 | 200 | (USEPA, 2011) |
Exposed skin area, SA (cm2) | 5700 | 2800 | (USEPA, 2011) |
Skin adherence factor, AFsoil (mg/cm2) | 0.07 | 0.2 | (USEPA, 2011) |
Exposure frequency, EF (days/year) | 365 | 365 | (Kumar et al., 2013) |
Exposure duration, ED (year) | 24 | 6 | (USEPA, 2011) |
Body weight, BW (kg) | 60 | 18 | (Adesina et al., 2023) |
Averaging time, AT (days) - (70 years × 365 days/year) | 25550 | 25550 | (Ferreira-Baptista and Miguel, 2005) |
Dermal adsorption fraction (ABS) | 0.13 | 0.13 | (USEPA, 2011) |
Inhalation rate (m3/day) | 20 | 10 | (Soltani et al., 2015) |
Particulate emission factor (m3/kg) | 1.36 × 109 | 1.36 × 109 | (USEPA, 2011) |
CSF ingestion (mg/kg/day) | 7.3 | 7.3 | (Peng et al., 2011) |
CSF inhalation (mg/kg/day) | 3.85 | 3.85 | (Peng et al., 2011) |
CSF dermal (mg/kg/day) | 25 | 25 | (Peng et al., 2011) |
In this study, 16 different USEPA priority PAHs were analyzed in soil samples: naphthalene (Naph), acenaphthylene (Acy), acenaphthene (Ace), fluorene (Fln), phenanthrene (Phe), pyrene (Pyr), fluoranthene (Flt), anthracene (Ant), benzo [e] pyrene (BeP), benzo [a] pyrene (BaP), benzo [b] fluoranthene (BbF), benzo [a] anthracene (BaA), chrysene (CHR), benzo [k] fluoranthene (BkF), indeno[1,2,3-cd] pyrene (InP), and dibenzo [a,h] anthracene (DAh). Table 3 shows the concentrations of PAHs at different automobile workshops. The results showed BbF and Bkf have the highest concentrations. The concentration of BbF ranged from 4.0 – 31.03 with a mean concentration of 17.30 . BkF’s concentration ranged from 4.12-27.92 with a mean concentration of 17.53. These two compounds contribute 36 % of the total PAHs found in the soil. A high concentration of this compound implies that the source of the PAHs contamination of the soil is largely from petroleum products such as spent engine oil. Another compound with a high concentration is Fln, with a range of 3.96 – 18.13 and a mean concentration of 10.81 , which is 11 % of the total PAHs. Fln is one of the Middle Molecular Weight PAHs formed by the combustion of petroleum products such as emission from the exhaust of the vehicle. This could be the reason for the high concentration of this compound around the soil analyzed. BaP concentration is usually used as an indicator of PAH carcinogenic activity due to its stability. The result obtained showed a BaP mean concentration of 5.39 with a range of 0.26-11.5 , which shows carcinogenic activities. The mean concentration of other carcinogenic PAHs observed in the soil is benzo [a] anthracene (2.45 , chrysene (3.24 , benzo [b] fluoranthene (17.30 benzo [k] fluoranthene () and indeno (1, 2, 3-cd) pyrene (5.83 . Generally, the result showed the mean ∑ carcinogenic PAHs observed is 58.4 which is equivalent to 59.39% of total PAHs.
PAHs are also classified based on the number of aromatic rings in each compound. The following ring compounds were present in this analysis: 2-ring PAHs (naphthalene), 3-ring PAHs (acenaphthylene, acenaphthene, fluorene, anthracene, and phenanthrene), 4-ring PAHs (pyrene, fluoranthene, chrysene, and benzo [a]anthracene), 5-rings PAHs (benzo [b] fluoranthene, benzo [a] pyrene, benzo [e] pyrenes, dibenzo [a,h] anthracene, and benzo [k]fluoranthene) and 6-rings PAHs (indeno [1,2,3-cd]pyrene). Figure 1 shows the distribution of PAHs based on the number of rings. 5-ring PAHs have the highest percentage at 39.37%, followed by 4-ring PAHs at 23.77%. 3-ring PAHs have a percentage contribution of 23.23%, 6-ring PAHs have a percentage contribution of 11.67%, and 2-ring PAHs have the lowest contribution at 1.97%. PAHs classification can also be by molecular weight: low molecular weight (LMW), consisting of 2- and 3-ring PAHs, middle molecular weight (MMW) consisting of 4-ring PAHs, and high molecular weight (HMW), consisting of 5- and 6-ring PAHs. Based on the results in Figure 2, LMW accounts for 25.2% of the total PAHs, MMW accounts for 23.77% and HMW accounts for the highest percentage of 51.03%.
The TEQ approach is used to determine the toxic potency of complex mixtures, the ILCR is used to determine the probability of developing cancer as the result of exposure to a specific carcinogen, and the hazard quotient is the ratio of the potential exposure to a substance and the level at which no adverse effects are expected. Table 3 shows the TEQ of the PAHs in all the soil samples analyzed. DhA has the highest toxicity with a mean value of 6.68 μg/g. BaP, which is usually used as an indicator of PAHs contamination, has a toxicity of 5.4 μg/g. Other compounds with high TEQ are BbF and BkF with mean values of 1.73 and 1.75 μg/g, respectively.
The ILCR is used to assess the probability of developing cancer by having contact with soil from the automobile workshop. Table 4 shows the ILCR and HQ values obtained from the study. The ILCR values from accidental ingestion of soil from these workshops are and for adults and children respectively, while ILCR values for dermal contact with the soil are and The value is higher than the permissible limit of stipulated by the World Health Organization. This implies that, with exposure to this soil for a particular period, there is a probability of developing cancer. However, the ILCR values for accidental inhalation of the soil are and , for adults and children respectively. This indicates the chances of developing cancer from inhalation of this soil are slim. The combination of ILCR from accidental ingestion, inhalation and dermal contact gives and , for adults and children respectively. These values are higher than the permissible limit of 1 × 10−6.
Adult | Children | |
---|---|---|
ILCRingestion | ||
ILCRinhalation | ||
ILCRdermal | ||
ILCRTotal | ||
HQ | 28097.14 | 46828.57 |
Table 4 also shows the hazard quotient, which is several folds higher than 1, the permissible limit, which implies that there is great non-carcinogenic risk associated with exposure to this soil.
This work studied the levels of polycyclic aromatic hydrocarbons in the soil around typical automobile repair workshops in Nigeria. The study also assessed the risks associated with human contact with the soil. The results showed the mean PAHs concentration at the sampling locations ranged from 5.58 – 6.4 . The total toxicity equivalents at various locations range from 8.57 to 16.6 . The value of summation of ILCR and HQs from ingestion, inhalation, and dermal contact with PAHs contaminated soil is higher than the permissible limit stipulated by the World Health Organization of 1 × 10–6. This study revealed the soil around automobile workshops is highly contaminated with PAHs and there is high risk associated with human contact with soil around automobile workshops in Nigeria. It is therefore recommended contamination of soil with spent oil around automobile repair workshop should be avoided.
Zenodo: Levels of polycyclic aromatic hydrocarbon in the soil around typical automobile repair workshops in Nigeria. https://doi.org/10.5281/zenodo.7939076 (Adesina et al., 2023).
Data are available under the terms of the Creative Commons Attribution 4.0 International license (CC-BY 4.0).
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Is the work clearly and accurately presented and does it cite the current literature?
No
Is the study design appropriate and is the work technically sound?
No
Are sufficient details of methods and analysis provided to allow replication by others?
No
If applicable, is the statistical analysis and its interpretation appropriate?
No
Are all the source data underlying the results available to ensure full reproducibility?
No
Are the conclusions drawn adequately supported by the results?
No
References
1. Onydinma U, Aljerf L, Obike A, Onah O, et al.: Evaluation of physicochemical characteristics and health risk of polycyclic aromatic hydrocarbons in borehole waters around automobile workshops in Southeastern Nigeria. Groundwater for Sustainable Development. 2021; 14. Publisher Full TextCompeting Interests: No competing interests were disclosed.
Reviewer Expertise: Environmental Science and Public Health, with a specific focus on Environmental Toxicology and Risk Assessment. The study intersects with my fields of Analytical Chemistry, Environmental Monitoring, and Occupational Health. My expertise lies in the application of advanced analytical techniques, such as gas chromatography-mass spectrometry (GC-MS), to detect and quantify PAHs in environmental samples. The study's methodology also involves the use of toxic equivalency factors (TEFs) and incremental lifetime cancer risk (ILCR) to assess the carcinogenic potency of PAHs and the associated health risks. Overall, my area of research is interdisciplinary, drawing on concepts and methods from environmental science, chemistry, toxicology, and public health to investigate the environmental and health impacts of anthropogenic activities in developing countries.
Competing Interests: No competing interests were disclosed.
Reviewer Expertise: Environmental chemistry and toxicology; risk audit and process management; analytical chemistry
References
1. Okechukwu VU, Omokpariola DO, Onwukeme VI, Nweke EN, et al.: Pollution investigation and risk assessment of polycyclic aromatic hydrocarbons in soil and water from selected dumpsite locations in rivers and Bayelsa State, Nigeria.Environ Anal Health Toxicol. 2021; 36 (4): e2021023-0 PubMed Abstract | Publisher Full TextCompeting Interests: No competing interests were disclosed.
Is the work clearly and accurately presented and does it cite the current literature?
Partly
Is the study design appropriate and is the work technically sound?
Partly
Are sufficient details of methods and analysis provided to allow replication by others?
No
If applicable, is the statistical analysis and its interpretation appropriate?
Yes
Are all the source data underlying the results available to ensure full reproducibility?
Partly
Are the conclusions drawn adequately supported by the results?
Partly
Competing Interests: No competing interests were disclosed.
Reviewer Expertise: Environmental toxicologist. I mostly monitor organic pollutants in the environment and their health implications.
Is the work clearly and accurately presented and does it cite the current literature?
Partly
Is the study design appropriate and is the work technically sound?
Yes
Are sufficient details of methods and analysis provided to allow replication by others?
Yes
If applicable, is the statistical analysis and its interpretation appropriate?
Yes
Are all the source data underlying the results available to ensure full reproducibility?
Partly
Are the conclusions drawn adequately supported by the results?
No
Competing Interests: No competing interests were disclosed.
Alongside their report, reviewers assign a status to the article:
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