Overall, findings suggest that the responses resulting from exposure to complex mixtures are varied and complex. Earlier studies have assessed the health of coal miners and their results demonstrate variance compared to non-exposed individuals, including telomere shortening (Melissa Rosa de Souza et al. 2018). Exposure to coal dust associated with coal burn products induced a significant increase in DNA damage by comet assay, MN frequency (Melissa Rosa de Souza et al. 2018; Espitia-Pérez et al. 2018; Rohr et al. 2013). NPB were also observed in these studies, which may occur due to misrepair of DNA breaks, telomere end fusions, resulting in a bridge covered by nuclear membrane (M. Fenech et al. 2011; Pavanello et al. 2010). However, our study did not observe a significant difference in the TL either between cities or between individuals considered exposed and unexposed. There are few studies showing the effect of environmental exposure to coal and its molecular effects linked to a shorter telomere (Matzenbacher et al. 2019), most studies only consider coal workers and are therefore exposed to a much higher load of this pollutant (Gao et al. 2020; Yu et al. 2020).
Commonly, telomeric region loss is related to aging and the same was observed in our study when we observed an exposed population (Liu et al. 2021; Zhu et al. 2019). Although telomere erosion may impair their function in protecting chromosome ends, resulting in genetic instability (Rampazzo et al. 2010) and short telomeres are likely to interfere with the efficient repair of double strand breaks, showing chromosome instability and increased MN frequency (Jacobus et al. 2008; Latre et al. 2003; Rampazzo et al. 2010).
Exposed individuals had significantly higher levels of Si and P than not exposed. Silica is a compound of coal and is associated with various lung diseases in workers (Pampena et al. 2019). As expected, exposed individuals showed higher levels of this element. However, phosphorus can be classified as a micronutrient and is present in the genetic code (DNA and RNA), being responsible for activating enzymes and maintaining the acid-base balance of the organism. The literature reports the presence of phosphorus (P) in coal (Ninomiya et al., 2004). In general, this element relates to other volatile metals form the ultrafine aerosols in particulate matter (PM) (Rattigan et al., 2002). Other studies with coal also highlight the presence of Si and its relationship with genomic instability (Espitia-Pérez et al. 2018; Msiska et al. 2010).
Despite this, a significant and positive relationship was observed between Si and TL, the same correlation with TL was observed for P and alcohol. Increase in TL has been described in different types of tumors, including gliomas, which have the highest rate of longer telomeres, demonstrating high telomerase activity (Barthel et al. 2017). However, it is also reported that the TL of prostate cancers is shorter compared with normal tissues (Meeker et al. 2002). We can conclude that as long or short telomeres can be indicators of genetic instability and can be used as a prognostic biomarker (Okamoto and Seimiya 2019).
Other result that deserves to be highlighted about correlations is the relation of the higher risk of obesity-related cardiovascular disease, according to the WHtR parameter, and shorter telomeric length. A person's WHtR is defined as their waist circumference divided by their height, both measured in the same units. Higher values of WHtR indicate higher risk of obesity-related cardiovascular diseases (Browning et al. 2010). Recently, growing evidence showed that DNA damage plays a role in the initiation and progression of atherosclerotic plaque and consequently it is related to coronary artery disease (CAD), the main cause of morbidity and mortality worldwide (Andreassi et al. 2020). Our study present associated with WHtR and shorter telomeres. Overweight and obese individuals have a reduced life expectancy due to cardiovascular disease, type 2 diabetes, stroke and cancer (Blüher 2019). The study by Mangge et al. (2019), investigated systemic inflammation and premature telomere shortening have been potential mechanisms linking these conditions and concluded that TL is negatively associated with parameters describing body fat composure.
PCA was conducted to obtain an overview of the spatial distribution of the chemical and biological data and to evaluate the relative implication of these data in differences among telomere length. F1 was positively loaded by visual score, Si, S, P, Health Index, Cu, Il-10, and Zn. F1 discriminated the samples with the longest telomeric length strongly associated with the highest Si, S and P levels. According to the F2 axis, shorter telomeres were associated with inflammatory cytokines mutagenicity detected by the MN test and age. The results obtained with the genotoxic evaluations, inflammatory response, quantification of inorganic elements and the correlations with health parameters, can contribute in large measure to the knowledge of the action mechanisms of coal. Chronic exposure to coal raises the levels of inflammatory cytokines in individuals exposed to mining pollution and coal burning. This process also contributes to the telomere shortening (Lustig et al. 2017). However, regarding these results, the factors related to a larger average of TL (visual score, Si, S, and P) and factors related to the lower average of the telomeric size (age, TBARS and NBUD) are noteworthy. We discussed previously about longer telomers and the relationship with cancer-related processes, as well as telomeric reduction in the aging process. What we highlight now is the relationship of TBARS in reducing the size of the telomere.
Previous data corroborate the results of our study when they show TBARS increasing the generation of free radicals because of stress conditions (Kahl et al. 2016). Oxidative stress induced by exposure can modify the pathways involved in the generation and repair of DNA damage. Oxidative stress also shortens telomeres in cell culture, but whether oxidative stress explains variation in telomere shortening in vivo at physiological oxidative stress levels is not well known (Boonekamp et al. 2017). Oxidative stress commonly leads to a disruption of metal ion homeostasis, and subsequently could induce cancer. Metals may change the conformation of biomolecules leading to direct damage (Jomova and Valko 2011). Previous studies with coal workers demonstrated a relationship between DNA damage and the presence of different inorganic elements, as well as with oxidative stress (Rohr et al. 2013).
Because of the complex nature of chemical exposure in coal mining, it is difficult to relate genotoxic effects to a specific agent or compound. The human organism is a metabolic system in which diet, physical activity and waste disposal orchestrate anabolic and catabolic reactions capable of determining development, maturation, and aging (López-Otín et al. 2016). All the factors that make up the lifestyle are important to achieve a satisfactory balance, therefore we must consider not only the environmental exposure factor but also the habits of these individuals. Having established a better understanding, it will be possible to provide new precautionary measures to reduce harmful effects, resulting in the identification of the best biomonitors and biomarkers for assessing the health of the population and which are the main risk factors. Based on our results, TL are good candidate biomarkers for environmental exposure to coal and its derivatives.