Abstract
This systematic review aimed to assess whether dental caries is associated with oxidative salivary stress. The searches were carried out in electronic databases, including PubMed, Scopus, Web of Science, the Cochrane Library, LILACS, OpenGrey, and Google Scholar, without restrictions on the date of publication and language. The acronym PECO was used, in which the participants (P) were children and adolescents exposed (E) to dental caries compared (C) to those without dental caries, with the outcome (O) of modulation of oxidative biochemical parameters. After the search retrieval, the duplicates were removed, and the articles were evaluated by title and abstract, following the inclusion and exclusion criteria. Then, the papers were read and thoroughly assessed. After selection, the risk of bias assessment and qualitative synthesis were performed using the Newcastle-Ottawa Scale (NOS) for observational studies. The Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) tool was used to assess the level of evidence. A total of 5790 studies were found, and 30 articles were considered eligible and were included for the qualitative synthesis and the level of evidence assessment. The studies showed an imbalance of the antioxidant and pro-oxidant parameters in individuals with dental caries, with primarily increases in both total antioxidant capacity and lipid peroxidation. Most articles showed a low risk of bias, having comparability as the main issue. When exploring through GRADE, a very low level of evidence was found. It was possible to observe an association between oxidative stress and dental caries, showing a disbalance of antioxidants and pro-oxidants, but the evidence level was still very low.
1. Introduction
Among oral diseases, the most prevalent chronic disease is dental caries [1]. Caries is a multifactorial disease that affects the hard tissues of teeth through metabolites produced by the microorganisms in the oral flora as a result of the imbalance between the demineralization and remineralization processes. Due to the high production of acids by aciduric/acidogenic bacteria, demineralization is more prevalent through frequent exposure to sugars in the biofilm [2].
Saliva, when constantly bathing the teeth and oral mucosa, works as a cleaning solution, having lubricating and buffering actions as well as acting as a reservoir of calcium and phosphate. These minerals are essential ions for the remineralization of the initial carious lesions through the process of remineralization and demineralization of dental enamel that occurs in the oral cavity (DES-RE process). The biochemical composition of saliva, which is supersaturated with the existing hydroxyapatite in tooth enamel, facilitates this mechanism by minimizing demineralization and favoring remineralization. In addition, saliva dilutes and neutralizes dietary acids and the bacterial metabolism of the biofilm [3,4]. Saliva has a significant role in the defense of the oral cavity as it has antimicrobial factors and antioxidant properties, acting like this in the control of dental caries [5,6,7].
The antioxidant properties of saliva provide a balance between free radicals, thus playing an essential role in protecting the oral cavity. Free radicals are highly unstable molecules, able to gain or lose electrons from other molecules to become more stable. They become unstable when they acquire electrons from nucleic acids, lipids, and proteins, causing a cascade of reactions that result in cellular damage. There are two main types of free radicals: reactive oxygen species (ROS) and reactive nitrogen species (NOS) [8]. The increase of ROS causes an imbalance, thus leading to oxidative stress and damage of macromolecules, such as proteins, nucleic acids, and lipids, which can cause necrosis and cell death [9,10,11].
Under normal circumstances, our bodies have a defense system that controls the amount of free radicals called antioxidants, which reduces the proliferation of ROS and ensures cell repair. The antioxidant system can be divided into enzymatic systems (such as superoxide dismutase and catalase), non-enzymatic systems (such as reduced glutathione, melatonin, and vitamin E), and systems of incorporation of free radicals into nitrogenous bases, through hydroxylated DNA bases and DNA repair enzymes [11]. The imbalance between these lines of defense and the production of free radicals leads to an excess of free radicals and damage to macromolecules (i.e., lipids, proteins, and DNA), a phenomenon known as oxidative stress [11].
Some biomarkers of oxidative damage have been found in individuals with dental caries, with modulations of antioxidant defense parameters, as well as pro-oxidants in saliva [7,10]. In addition, some studies have shown that children with dental caries have higher levels of protein in their saliva than children without dental caries. Oxidative stress biomarkers can be detected in saliva concentrations, so the levels of these biomarkers in saliva reflect specific oxidative pathways associated with dental caries [12]. Most studies on oxidative stress and saliva investigate parameters such as TAC, LPO, SOD, and GSH [13,14,15]. But from the numerous possibilities of parameters to be investigated, this systematic review seeks precisely to map the most diverse parameters already investigated, the methodological quality of the studies and the certainty of evidence presented with saliva studies.
2. Materials and Methods
2.1. Registration
This study was recorded in the Open Science Framework database under registration DOI 10.17605/OSF.IO/EB5S3 and performed according to the Preferential Reporting Requirements for Systematic Review (PRISMA) statement [16].
2.2. Eligibility Criteria
This systematic review was carried out with the PECO question strategy, covering observational studies. The participants (P) were children or adolescents aged 0 to 19 years with dental caries (E) compared to those without dental caries (C), and the outcome (O) modulation of oxidative biochemical parameters.
Inclusion criteria were observational studies that evaluated healthy children and adolescents who had at least one dental caries tooth and had performed some salivary oxidative biochemical analysis to verify whether or not there was an association between dental caries and modulation of oxidative biochemical parameters. Technical papers, clinical cases, literature reviews, guides, letters to the editor, opinion articles, and animal studies were excluded.
2.3. Information Source
The searches were conducted in the following electronic databases: PubMed, Scopus, the Cochrane Library, Web of Science, and LILACS. Regarding the grey literature, OpenGrey and Google Scholar were also assessed, without the restriction of language or year, until June 2022. A search strategy was pre-defined from a combination of MeSH and free terms related to children, adolescents, dental caries, oxidative stress, and saliva (Table S1). The previously defined terms were adapted to the syntax rules of each bibliographic database. An alert in each database was activated to identify articles that met our eligibility criteria and were published after the systematic searching in June 2022.
2.4. Search Strategy/Selection Process
The citations recorded were exported to a bibliographic reference manager (EndNote, version X9, Thomson Reuters, Philadelphia, PA, USA), in which duplicates were removed, automatically and manually. First, the articles were assessed by title and abstract. Then, the full text of the remaining items was reviewed to include all the articles that met our eligibility criteria. It also analyzed the references from the included studies to seek articles that met the inclusion criteria for being part of this systematic review.
All evaluations, including searches, study selection, and subsequent risk of bias assessment and data extraction, were performed independently by two reviewers (YGSN and DRF) and checked by a third-party disagreement evaluator (RRL).
In the case of missing data, contact was made with the authors, who were sent one e-mail per week for five consecutive weeks.
2.5. Data Items
After the study selection, the data was tabulated, extracting the following information: authors, country, year, study design, participants, population, number of participants, age, caries diagnosis, biochemical analysis method, biochemical parameters, and results.
The meta-analysis was not possible due to the great heterogeneity of the included studies, which used very different analyses to evaluate the oxidative stress parameters, some using protein corrections. They also used different wavelengths for spectrophotometer analysis, which makes it impossible to analyze the results together.
2.6. Study Risk of Bias Assessment
The evaluation of the quality and risk of bias of included studies was conducted using the Newcastle-Ottawa Scale (NOS) [17] for observational studies.
The NOS [17] comprises a checklist with three major bias domains: selection, comparability, and exposure. In the first section, the study is evaluated regarding the case definition, the representativeness of the cases, and the selection and definition of the controls. The second domain evaluates the comparability of cases and controls based on the design or analysis. The exposure section analyzes the ascertainment of exposure, the non-response rate, and whether the study used the same method of ascertainment for cases and controls. Therefore, reviews can get a maximum of nine stars—four stars for selection, two stars for comparability, and three stars for the outcome.
2.7. Certainty Assessment
The certainty of the evidence was assessed for the narratively synthesized results on modulation of oxidative biochemical parameters (TAC, LPO, and nitric oxide levels), using the Grading of Recommendations, Assessment, Development, and Evaluation Pro software (GRADEpro Guideline Development Tool, McMaster University and Evidence Prime, Hamilton, ON, Canada, 2021. Available online at gradepro.org (accessed on 11 June 2022)) [18]. The risk of bias, inconsistency, indirectness, imprecision, and the suspicion of publication bias were the contemplated aspects to rate the overall certainty of evidence [19,20].
3. Results
3.1. Selection and Characteristics of the Studies
A total of 5790 records were identified from the searches of the databases, and 2654 duplicates were found and removed. The remaining 3136 records were evaluated by title and abstract according to the eligibility criteria, and as a result, 3096 studies were excluded at this stage.
The remaining studies (n = 40) were assessed by reading the full text, and ten studies were excluded due to the following causes: three didn’t evaluate oxidative stress and caries, one didn’t evaluate caries in children and adolescents, five didn’t have caries free and caries active groups, and one is an in vitro study, conflicting with the previously established eligibility criteria. Finally, 30 studies were selected in this systematic review according to the eligibility criteria [10,13,14,15,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47]. Results are presented in Figure 1.
Figure 1.
PRISMA 2020 flow diagram.
3.2. Individual Results of Included Studies
Eleven of the included studies were case-control, and nineteen were cross-sectional studies. Nine of them were conducted in Iran [13,21,31,36,39,40,42,45,46], one in Saudi Arabia [22], twelve in India [23,26,27,30,32,33,34,35,37,43,44,47], one in Argentina [24], three in Brazil [15,25,41], three in Poland [14,28,30], and one in Turkey [38]. These studies evaluated the association of dental caries and oxidative stress by analyzing the following antioxidant parameters: total antioxidant capacity (TAC), reduced glutathione (GSH), glutathione peroxidase enzymes (GSH-px), ascorbic acid (vitamin C), superoxide dismutase (SOD), uric acid (UA), and catalase (CAT). As for the pro-oxidant parameters, they evaluated lipid peroxidation (LPO) and total nitrates/nitrites.
Among the 30 studies, 21 [13,14,15,21,22,23,24,25,26,28,29,30,31,32,33,34,35,36,38,45,46] evaluated the total antioxidant capacity (TAC). Some evaluated LPO, GSH, GSH-px, xanthine oxidase, vitamin C, CAT, SOD, oxidized glutathione (GSSG), and UA, and four evaluated the levels of nitric oxide and total nitrates/nitrites. All studies had children or adolescent patients with dental caries as a study group; also, saliva was collected to analyze oxidative stress in all studies.
Among the 21 [13,14,15,21,22,23,24,25,26,28,29,30,31,32,33,34,35,36,38,45,46] that evaluated the TAC, 16 [13,14,22,23,25,26,27,29,30,31,32,33,34,35,38,46] showed an increase in the group that had dental caries, four studies [24,28,36,45] showed that the control group had a higher TAC value in their saliva, and only one study [13] showed that there were no significant differences between the groups.
Only eight studies [13,24,25,35,39,40,44,45] evaluated LPO; six [13,25,35,39,40,44] found an increase in the exposed group; one [24] found that the LPO level was low in all groups; and one found no difference between groups [45]. In 1996, Corvalán et al., showed that the levels of xanthine oxidase, GSH-px, GSH, vitamin C, CAT, and SOD were higher in the control group. On the other hand, Silva et al., 2016 and Jurczak et al., 2017 showed that levels of SOD, UA, GSH, and GSSG were higher in the exposed group.
Due to the significant methodological heterogeneity of the studies, mainly concerning the method of analysis of the biochemical parameters observed in Table 1 in the analysis tab, it was impossible to perform the quantitative research through a meta-analysis.
Table 1.
Extraction table.
3.3. Qualitative Assessment of Studies and Risk of Bias
In the risk of bias analysis using the NOS [17], among the 30 studies, 12 were case-control and 18 were cross-sectional. Among the case control studies [13,21,22,28,29,36,37,39,40,42,45] obtained stars in almost all domains (case definition adequate, representativeness of the cases, selection of controls, definition of controls, comparability, ascertainment of exposure, same method of ascertainment for cases and controls), just one domain (non-response rate) had problems in four studies, which makes these studies present a better methodological consistency (Table 2). The 19 cross-sectional studies [23,24,25,26,27,28,29,30,31,32,33,34,35,38,41,43,44,46,47] all obtained stars in almost all domains. Corvalán et al., 1996 [24] had problems in all domains except in selection. Selection has failed in more than one domain, which causes the risk of bias to become high (Table 3).
Table 2.
Newcastle-Ottawa tool for case-control studies.
Table 3.
Newcastle-Ottawa for cross-sectional studies.
3.4. Certainty of Evidence
The narrative syntheses for the modulation of oxidative biochemical parameters showed a very low certainty of evidence. The synthesized results on the TAC were affected mainly by the inconsistency of the effect sizes of the studies assessed and the absence of overlap among their confidence intervals. The products on the MDA and NO levels were also affected by the inconsistency of the effect sizes and by the impression due to the limited number of participants evaluated (GRADE recommended rule of thumb threshold: sample sizes larger than 400). This last criterion used to downgrade the evidence’s certainty was also applied to all other outcomes, including a single study (GSH, GSSG, GSH/GSSG, SOD, UA).
It is essential to mention that, although it was considered that the syntheses were not affected by indirectness, these results do not provide direct evidence for a specific age group since the included studies evaluated individuals of different ages. Publication bias was unsuspected for all the outcomes. Table 4 shows the certainty assessment of the most relevant results.
Table 4.
Assessment of the certainty of evidence.
4. Discussion
In this systematic review, 30 articles were found. All of them showed an imbalance in pro-oxidants and antioxidants in children or adolescents with caries, suggesting an association of caries with salivary oxidative stress. The main parameter evaluated was the TAC, which was increased in the group with caries in 16 of the selected articles. Regarding the methodological quality of the studies, 29 of them scored in all domains; however, the level of evidence was very low, indicating that the association of oxidative stress with caries cannot be determined with certainty.
Saliva proved to be a fluid with a high capacity to detect molecules that can act as biomarkers of several oral diseases, such as periodontitis and dental caries [7]. It also serves as a potent means of diagnosing oxidative stress in saliva since we find markers of oxidative stress in saliva, which causes saliva to show a reflection of the changes that occur both in the oral cavity and in the entire organism. It is also related to the balance of both pH and antioxidants in the oral cavity [7]. In this systematic review, these articles investigate the parameters associated with the modulation of antioxidant defenses (TAC, GSH, vitamin C, SOD, UA, and CAT) and pro-oxidants (LPO and NO) in the saliva of patients with dental caries. Of these parameters, those that were shown to be altered in these articles were mainly TAC, LPO, SOD, GSH, and UA, which were increased in the groups with active decay, and the levels of nitrates and nitrites were lower in the group with dental decay. These changes show us that dental caries are associated with antioxidant defense responses and an imbalance in the oxidative process.
Among the pro-oxidant factors evaluated, the chosen studies evaluated LPO and nitrates/nitrites. Some studies included in this review showed that there was an increase in lipid peroxidation (LPO) when they analyzed malondialdehyde (MDA) [13,25,35]. MDA is the final product of LPO and is related to salivary oxidative stress, thus showing whether there is an imbalance of the pro-oxidant and antioxidant systems [48].
Interestingly, no evaluation has been carried out to analyze the oxidative damage of proteins and DNA, although the latter can lead to even more deleterious consequences than damage to lipids. The sulfur-containing amino acids cysteine and methionine are particularly susceptible to ROS, and the oxidative damage to proteins can be measured by protein carbonylation [49]. DNA damage by oxidative stress includes base modifications, basic sites, and strand breaks. While guanine usually pairs with cytosine, oxidized guanosines (8-hydroxy-2’-deoxyguanosine -8-OHdG-, and 8-oxo-7,8-dihydro-2’-deoxyguanosine -8-oxodG-), which are the most frequent type of oxidative base damage, may cause mispairing with adenine through a conformational change. This is a classical route to induced mutations that is also used to evaluate oxidative DNA damage by quantitation of 8-OHdG and 8-oxodG as resulting byproducts [50]. It is somewhat surprising that no study has evaluated the possible oxidative genotoxicity of caries, considering that salivary DNA damage has been used as a marker in other studies [51,52,53]. Furthermore, considering the vulnerable population being analyzed (children and adolescents), it is urgent to obtain reliable results about the possible genotoxic consequences of caries, because this population usually has a long lifespan and, consequently, high probability of accumulating mutations that eventually lead to carcinogenesis.
Nitric oxide is a free radical and is one of the smallest and simplest biosynthesized molecules [54]. NO is synthesized through the oxidation of one of the two guanine nitrogen bases of L-arginine (an essential amino acid for many functions in our body), which is converted into L-citrulline. This reaction is catalyzed by the enzyme NO-synthase (NOS) [55,56]. There are several isoforms of NO-synthase. In the oral cavity, the inducible NOS (i-NOS) that performs NO synthesis in the oral cavity is produced by macrophages and other cells activated by cytokines, and this enzyme is expressed in the salivary glands [56,57]. The increase in NO is related to individuals who have poor hygiene and dental caries [58]. Studies that analyzed NO showed that levels were low in groups with dental caries [27,37]. Nitric oxide participates in the defense of the oral cavity against bacterial multiplication. It is observed that the increase in NO levels in saliva can be a defense mechanism when there is neglect of oral hygiene and an increase in dental caries in individuals [15].
Among the antioxidant factors evaluated, the chosen studies evaluated TAC, GSH, vitamin C, SOD, UA, and CAT. The articles selected in this study that analyzed the TAC showed an increase in these antioxidants in individuals with dental caries [13,14,22,23,25,26,27,29,30,31,32,33,34,35,38,46]. TAC evaluation is one of the fastest, cheapest, and most accessible methods, thus facilitating the general observation of all antioxidants [59]. The TAC shows the combined effect of antioxidants, mainly non-enzymatic, present in the plasma and body fluids, such as saliva, since they all work together [59]. However, the analysis of TAC has some limitations, mainly because it provides limited information on specific mechanisms of free radical scavenging and therefore cannot provide the contribution of individual antioxidant species to the pathology of specific diseases [59]. In addition, the different systems used to measure TAC appear to be sensitive to different antioxidants, and the oxidative damage index used to define the free radical-induced oxidation process is also different. So, the data between experiments may not be comparable [59]. Thus, the increase in TAC shows an imbalance between antioxidants and pro-oxidants in the oral cavity.
Another analysis that was made in the studies was that of UA. The studies that performed this analysis observed an increase in this antioxidant [15,25]. UA is another non-enzymatic antioxidant. UA is very efficient in eliminating ROS in both the plasma and saliva, which contributes to minimizing the damage caused by the possible oxidative imbalance caused by dental caries [60].
To observe the enzymatic antioxidant system, we performed an analysis of superoxide dismutase (SOD) [61]. SOD catalyzes the dismutation of the superoxide anion into oxygen and hydrogen peroxide so that the superoxide anion causes a decrease in the bioavailability of nitric oxide (NO) [61,62,63]. The articles that analyzed SOD showed an increase in the group with dental caries, which are related to the stage at which dental caries are found. Higher levels of SOD are found in the most severe cases of caries, thereby illustrating an attempt to restore an oxidative balance [15].
Glutathione (GSH) is the most critical low molecular weight antioxidant synthesized in animal cells and is found mainly in the cytosol [64]. Due to the cysteine residues, GSH ends up being oxidized non-enzymatically to GSSG by free radicals, which causes a loss of GSH within the cells. So, GSH/GSSG is the leading redox pair that determines the antioxidant capacities of cells and fluid [65]. GSH is responsible for directly or indirectly neutralizing free radicals through the reaction catalyzed by GPx peroxidase and other peroxidases, thus neutralizing H2O2 and nitric oxide [65]. The levels of GSH are altered in the studies in which it was analyzed, also showing an increase in the group with caries, indicating the body’s need to try to fight and neutralize free radicals [14].
It is worth pointing out that the antioxidant capacity measured in the various studies elected may suffer modulation by supplementation with antioxidants and even by diet. Although the articles do not report this, nor was it the object of study in their investigations, these are points that deserve highlighting. Vijayavel et al., 2006 showed that, ascorbic acid and α-tocopherol supplementation reduced lipid peroxidation and increased enzymatic (Superoxide dismutase, Catalase, and Glutathione peroxidase) and nonenzymatic (Glutathione) antioxidants, indicating a possible activity against free radicals [66]. Antioxidants such as ascorbic acid and α-tocopherol can undergo oxidation and thereby provide electrons that will be used by the oxidized glutathione through the action of glutathione reductase. In the same way, fruits and vegetables provides supplementation of vitamins C and E, carotenoids, and flavonoids, which are nutrients with high antioxidant capacity and can act together with endogenous antioxidants against free radicals generated by physiological conditions or by exposure to free radical generating agents [67,68].
As shown by Araujo et al., 2020, antioxidants are altered depending on the stage of caries. Early diagnosis of dental caries is crucial, making the treatment less invasive and more productive [69]. Thus, based on the International Caries Detection and Assessment System (ICDAS) and the International Caries Classification and Management System (ICCMS ™), which were the methods found in the included articles, it allows dentists to have a guide to measure the risk of caries accordingly. Clinical practice is more effective when information is shared with other professionals [48]. The level of caries aggression is directly linked to the imbalance of the pro-oxidant and antioxidant systems; children with severe caries had a higher level of TAC, SOD, UA, MDA, and GSH and lower levels of NO, thus showing a direct relationship between the severity of caries and the activity index of the antioxidant system [13,15,26,37]. There is then an increase in total antioxidant levels to minimize the oxidative damage caused [15].
The levels of antioxidants and pro-oxidants are also altered depending on the age of the individual, which is also related to the severity of this pathology. The study by Araujo et al., 2020 showed that TAC levels could change depending on the individual’s age; children have a greater TAC when compared to adolescents. Children with caries in the early stages have more cariogenic bacteria, such as Streptococcus mutans, which have high acidogenic activity and are not found in adolescents with caries [45].
The degree of association of the biochemical oxidative parameters is altered according to age [46]. Salman et al., 2021 conducted the analysis by observing groups of children and adolescents. When they analyzed children from 3 to 12 years, there was no statistical difference that showed an association between the markers of oxidative stress and dental caries. This may be because the immune system is not yet fully formed, which makes the inflammatory process incomplete. When observed in adolescents aged 13 to 18 years, there was a significant decrease in the total antioxidant capacity in the group with caries, which may possibly be associated with the excess of free radicals [46].
The articles included in this systematic review obtained scores in almost all the domains evaluated but presented comparability problems. Age directly influences the antioxidant capacity of saliva; another factor that is directly related to antioxidant capacity is eating habits, in which a healthy diet composed of probiotics and antioxidants derived from fruits and vegetables increases these defenses against oxidative stress. Bad habits, such as smoking, drinking, and eating fast food, are related to a decrease in these defenses, in which it was observed that adolescents had worse habits [70].
The level of evidence of studies carried out jointly by GRADE was considered very low. This tool assesses whether the evidence from the study selection is strong enough to conclude the association of oxidative stress with dental caries. GRADE parameters consider less than 400 participants as a qualifier for severe imprecision. The variation in effect sizes also contributed to the fact that the level of evidence was very low. Larger sample sizes and a combination of more sensitive biochemical analyses are essential to properly observe whether there is a direct relationship between caries and oxidative stress.
When all studies were analyzed, it was possible to observe that there was an agreement between the studies, showing that there is an association between oxidative stress and caries activity in children and adolescents, with an increase in the biochemical parameters evaluated in individuals with caries being also observed, especially those who had caries in a more advanced stage.
However, this systematic review showed that the biochemical modulations between pro-oxidants and antioxidants that occur in saliva are associated with the presence of dental caries. Despite this association, most of the studies do not subdivide into ages, which may affect the results obtained, due to the relationship between age and salivary pro-oxidant and antioxidant levels. Another limitation of this review is that many of the studies included, only evaluated the total antioxidant capacity, which does not give us a complete picture of the biochemical modulations of saliva.
Despite the limitations, this systematic review has shown that with possible advances in the analysis of oxidative biochemical parameters in saliva, we can suggest possible carious formation at an early stage and thus prevent the disease from progressing and showed the biochemical modulation of saliva against carious disease at different ages. More studies with more parameters such as GSH, SOD, LPO, UA, and NO together to give us more details about the relationship between dental caries and oxidative stress in saliva are needed.
5. Conclusions
It was possible to observe a biochemical modulation linked to caries and to the pro-oxidant and antioxidant systems. The articles showed a high level of antioxidant response by increasing mainly TAC in the caries group, but we also saw an increase in lipid damage by the LPO parameter in the same group, showing a disbalance of antioxidants and pro-oxidants. We could see a very low level of evidence. Future studies with more combined analyses will give a clearer picture of the association of caries with oxidative stress.
Supplementary Materials
The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/metabo12090858/s1, Table S1: Search strategies.
Author Contributions
Study conceptualization and design, Y.G.d.S.N., D.R.F. and R.R.L.; data analysis and interpretation, Y.G.d.S.N., D.R.F., L.O.B., N.C.F.F., G.M.-V., M.E.C.-L. and R.R.L.; manuscript—preparation, Y.G.d.S.N., D.R.F., L.O.B., N.C.F.F., M.E.C.-L., L.C.M. and R.R.L.; manuscript—critical revision, L.C.M., N.C.F.F., M.E.C.-L., G.M.-V. and R.R.L. All authors contributed to the article and approved the submitted version. All authors have read and agreed to the published version of the manuscript.
Funding
R.R.L. is a researcher from the Brazilian National Council for Scientific and Technological Development (CNPq) and received grant number 312275/2021-8. The APC was funded by the Pró-Reitoria de Pesquisa e Pós-Graduação from the Federal University of Pará.
Data Availability Statement
The data presented in this study are available in article and Supplementary Material.
Acknowledgments
We thank the Pró-reitoria de Pesquisa e Pós-graduação from Federal University of Pará.
Conflicts of Interest
The authors declare no conflict of interest.
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