In this study, a total of thirty water samples were collected and analyzed, with nine samples obtained from the industrial area and twenty-one samples from the residential area. The samples were collected from three different sources, including the river, tap water, and a pond, with eight, nineteen, and three samples collected from each source, respectively. The turbidity of the water samples varied considerably, with tap water samples being clear while river and pond samples displayed low to high turbidity. To analyze the water samples, turbid samples were filtered multiple times to produce colorless water. While various water quality parameters, including biochemical oxygen demand (BOD), chemical oxygen demand (COD), ammoniacal nitrogen (NH3N), nitrate nitrogen (NO3N), total suspended solids (TSS), pH, oil and grease (OG), and temperature, are critical in assessing water quality, this study did not inspect them due to the unavailability of necessary equipment. It has not been established that these parameters contribute to the distribution of heavy metals in water bodies and are thus considered of negligible importance in this study (Ruzi et al. 2023).
In this study, we investigated the presence of five heavy metal elements in water samples: iron (Fe), manganese (Mn), zinc (Zn), cadmium (Cd), and nickel (Ni). The mean concentration of these elements ranged from 0.0177 ± 0.0017 mg/L to 0.8652 ± 0.0606 mg/L. The order of mean heavy metal concentrations in all water samples was Ni > Fe > Zn > Mn > Cd. We observed that tap water and pond water samples showed a similar heavy metal concentration trend. However, in river samples, Fe was found to be the most abundant, with Fe > Ni > Zn > Mn > Cd. We compared heavy metal concentrations in residential and industrialized areas and found only minor differences, with Zn being more prevalent in residential areas and Fe being more prevalent in industrial areas. When we compared all of the concentrations to the standards set by the United States Environmental Protection Agency (USEPA), the Malaysian Recommended Raw Water Quality (MRRWQ), and the Malaysian Drinking Water Quality Standards (MDWQS), we found that the mean concentrations of Fe, Cd, and Ni exceeded the limits.
Iron (Fe) concentrations exceeding the limits set by USEPA, MRRWQ, and MDWQS were discovered in seven (7) of the sampled areas. These concentrations ranged from 0.374 to 3.86 mg/L, and all samples were collected from the river, except for those within the normal range, which were collected from tap water. Our findings on Fe were consistent with previous studies, such as one conducted in the Tangail River in Bangladesh, which found iron concentrations ranging from 1030 to 24,500 ppb, exceeding the WHO guidelines of 300 ppb (Hossain et al. 2013). Additionally, a study in the Tatsawarki River in Kano, Nigeria, found iron concentrations of 1500 ppb in groundwater and 1000 ppb in surface water, rendering it unsuitable for nearby residents' drinking water (Bichi et al. 2013). Trace Fe amounts found in the Moradabad area surrounding the Gangan River were within the range of 9840 to 15,850 ppb, according to a study by Rastogi and Sinha (2008), who attributed the contamination to metal handicraft factories discharging waste into the river. These findings were supported by previous research, which discovered high iron concentrations in residential areas, ponds, rivers, and industrial zones. The levels of Fe in tap water, however, were within the standards established by USEPA and MDWQS. Iron (Fe) is an essential mineral for the body, particularly for blood components like haemoglobin, myoglobin, and various enzymes, and its deficiency may lead to anaemia and a loss of well-being. However, if it exceeds the body's requirements, it may cause a variety of health issues, including liver tumours, metabolic diseases, liver infections or damage, heart disease, and impotence. Heavy Fe concentrations alter water's colour, taste, and odour, leave marks on clothes, and deteriorate plumbing (Behera et al. 2012). Our results suggest that the river water samples were unsuitable for consumption due to excessive Fe levels, and our study may encourage individuals in the surrounding region to seek alternative drinking water sources.
Manganese (Mn) concentrations were evaluated in rivers, tap water, ponds, residential and industrial areas, and ranged from 0.001 to 0.096 mg/L, with an overall mean concentration falling below the MRRWQ and MDWQS standard limits of 0.2 and 0.1, respectively. Notably, there was no significant difference in the results between residential and industrial areas. It is important to note that Mn is an essential metal for proper immunological function, blood sugar regulation, cellular energy, reproduction, digestion, bone growth, blood coagulation, haemostasis, and defense against reactive oxygen species (Aschner and Erikson 2017). This study provides valuable information regarding Mn concentrations in various sources of water and their compliance with regulatory limits.
The presence of Zinc (Zn) in water was investigated, and the results obtained did not indicate a significant concentration of this element. The range of Zn concentration reported varied between 0.011 mg/L and 0.826 mg/L, with a mean value of 0.1183 ± 0.0025 mg/L, which is well below the allowable limits established by regulatory bodies. The current limits set by the USEPA, MRRWQ and MDWQS for Zn are 5.0 mg/L and 3.0 mg/L, respectively. A comparative analysis of Zn concentration levels in different water samples, including residential, industrial, river, pond, and tap water, was conducted. The results showed that mean Zn concentrations in residential areas correlated with those found in tap water and pond at 0.1412, 0.1355, and 0.1267 mg/L, respectively. On the other hand, the Zn concentrations in industrial areas and rivers were similar, at 0.0649 and 0.0745 mg/L, respectively. It is possible that the Zn present in tap water originated from the wastewater treatment plant that supplies water to residents, while the source of Zn in rivers may be related to industrial activity or sewage. Zinc is an essential element required by the body in the right amount. Non-optimal levels of Zn in drinking water could have detrimental effects on health. However, most studies found that the Zn concentration level in water is below the permissible limit. A study by Bhutiani et al. (2016) and Li et al. (2014) showed low levels of Zn in groundwater and suggests that human activities contribute more to the disposal of Zn in the environment than natural causes. This finding contrasts with the current study, which found that Zn concentrations were lower in industrial areas than in residential areas and our result was consistent with the previous study in African region (Oyem et al. 2015, Lwimbo et al. 2019).
Cadmium (Cd) concentrations observed in this study were found to be above the allowable limit, with a mean concentration of 0.0177 ± 0.0017 mg/L. The Cd concentrations detected in water samples from various sources, such as residential, industrial, river, pond, and tap water, were similar, indicating that these factors could potentially contribute to the distribution of Cd in water bodies. In a similar study conducted in Iran, Qasemi et al. (2019) reported a higher concentration of Cd that exceeded the allowable limit. They concluded that the excessive use of chemical pesticides and phosphorus-containing fertilisers in agriculture was responsible for the rise in Cd content in drinking water. Another study in Varamin City, Iran, revealed a high permissible limit of Cd due to water returned from agricultural, industrial, and domestic wastewater (Nejatijahromi et al. 2018). As Kulim houses various industries from agro-tech to electronics, it is possible that the water resources in this study were contaminated by Cd. Elevated levels of Cd in water are undesirable and can lead to severe health consequences. Acute cadmium exposure can cause symptoms such as diarrhoea, vomiting, fever, lung damage, and muscle soreness. Chronic cadmium exposure can lead to illnesses, including renal disease, bone damage, reproductive issues, and potentially cancer (Jamshaid et al. 2018). The high concentration of Cd observed in this study highlights the need for strict regulations and efficient monitoring of industrial and agricultural activities to prevent water contamination. Further studies are necessary to determine the sources of Cd contamination and to mitigate its harmful effects on human health and the environment.
The concentration of Nickel (Ni) in the samples collected from Kulim has been found to be above the limit set by regulatory bodies such as the United States Environmental Protection Agency (USEPA) or the Malaysian Drinking Water Quality Standard (MDWQS). The concentration of Ni was higher in pond water as compared to river or tap water. This could be attributed to the industrial activities in the area, which involve the use of Ni in various applications such as battery production, steel production, and electrical components. However, the presence of high levels of Ni in the water samples is a cause for concern as it can have detrimental health effects on humans. Ni is known to be immunotoxic and carcinogenic and prolonged exposure to it can lead to a variety of health problems such as contact dermatitis, cardiovascular disease, asthma, lung fibrosis, and respiratory tract cancer (Genchi et al. 2020). Therefore, it is essential to take necessary measures to reduce the concentration of Ni in the water bodies in Kulim. This could include regulating the discharge of industrial effluents and promoting the use of alternative materials in industrial processes that do not involve Ni. It is crucial to monitor the concentration of Ni in the water bodies regularly and take prompt action to prevent any further health hazards to the public.
Assessing the probability of unfavorable health outcomes over a specific period is known as health risk assessment. In this study, health risk assessments were possible due to the concentrations of heavy metals found in water samples. The health risk assessment of each contaminant is typically based on an estimate of the risk level and classified as either posing carcinogenic or non-carcinogenic health risks. The assessment involved the use of several parameters, including hazard quotients (HQ), hazard index (HI), and excess lifetime cancer risk (ELCR), to determine heavy metal contamination and potential carcinogenic and non-cancer health risks caused by heavy metal ingestion in the water distribution network of Kulim Hi Tech Park and its surrounding areas. The target population of the study consisted of both adults and children. The USEPA approach was utilized to assess risk and exposure by considering daily drinking water ingestion as a route of heavy metal administration.
The consideration of Chronic Daily Intake (CDI) was a crucial aspect of the assessment undertaken in this study. CDI refers to the average daily dose of heavy metals that a population is exposed to over their lifetime. This study specifically focused on three distinct subpopulations, namely male and female adults, as well as children. Our analysis revealed that irrespective of age or gender, Nickel (Ni) and Iron (Fe) were the most commonly ingested heavy metals. Furthermore, the order of heavy metal CDI values was determined as follows: Ni > Fe > Zn > Mn > Cd. These findings have significant implications for the potential health risks associated with chronic heavy metal exposure, highlighting the need for targeted interventions to mitigate these risks. The latest assessment has concluded that Fe, Mn, and Zn are not carcinogenic. Instead, the study determined the HQ and HI values for these metals. The HQ values for Fe, Zn, and Mn were ranked in the order of Fe > Zn > Mn. However, both the individual and total HQ and HI values were below 1, indicating that exposure to these elements is not expected to have any negative impact on human health. Consequently, the presence of these heavy metals in water bodies in the KHTP and surrounding areas poses no threat at present. This evaluation provides evidence to support the lack of carcinogenicity and the minimal health risks associated with these metals.
Exposure to heavy metals may increase the risk of cancer in human health. Prolonged exposure to relatively low concentrations of hazardous metals can potentially result in various forms of cancer. In this study, Cd and Ni were identified as carcinogenic metals. The cancer slope factor (CSF) derived from literature indicated a CSF of 6.3 mg/kg/day for Cd and 0.84 mg/kg/day for Ni, which served as the basis for evaluating the carcinogenic properties of each metal (Mohammadi et al. 2019, Razali et al. 2018). A single heavy metal with an ELCR of less than 1 × 10 − 6 is considered negligible, and the cancer risk can be disregarded. Conversely, an ELCR of more than 1 × 10 − 4 is deemed detrimental, and the cancer risk is concerning. In this study, the ELCR for both Cd and Ni in the entire population of adults and children ranged from 2.35E-02 to 5.79E-03. These values suggest that the levels of Cd and Ni in the water resources in KHTP and the surrounding area may be above the safe level and require proper remediation to reduce the risk to human health. The findings of Razali et al. (2018) were similar, stating that the total carcinogenic risk at the Highland River Watershed in Cameron Highland is unacceptable, with a carcinogenic risk of 3.06E-03 for Cd in male adults, 2.98E-03 in female adults, and 4.92E-03 in children. Both KHTP and Cameron may be dealing with the same environmental pollution problem resulting from anthropogenic and industrial activities. Therefore, it is crucial to address and mitigate the adverse effects of heavy metal exposure on human health through effective strategies and actions. Further research and monitoring are needed to ensure the safety and well-being of the population.
The health risk assessment conducted in this study revealed that there is a high likelihood of Cd and Ni levels being harmful and carcinogenic. Conversely, the levels of some other heavy metals, such as iron, manganese, and zinc, were below the acceptable threshold. Nonetheless, this study may have some limitations. Firstly, the sample size used is considered relatively small. Secondly, the study only investigated five types of heavy metals, while there are numerous other heavy metals that should also be examined, including lead (Pb), arsenic (Ar), copper (Cu), among others. Thirdly, in order to monitor the pattern of bioaccumulation of heavy metals in the region, it is necessary to carry out regular and systematic sampling. These constraints call for the urgent need for more comprehensive research.