Open-access HELICOBACTER PYLORI cagA VIRULENCE GENE AND SEVERE ESOGASTRODUODENAL DISEASES: IS THERE AN ASSOCIATION?

Gene de virulência cagA de Helicobacter pylori e doenças esogastroduodenais severas: existe uma associação?

ABSTRACT

BACKGROUND:   Helicobacter pylori colonizes approximately half of the world’s human population. Its presence in the gastric mucosa is associated with an increased risk of gastric adenocarcinoma, gastric lymphoma, and peptic ulcer disease. In Brazil, the high prevalence of H. pylori infection is a serious health problem. H. pylori virulence factors are associated with an increased risk of serious gastrointestinal disorders. The cagA gene encodes a cytotoxin-A-associated antigen (CagA) that is involved in bacterial pathogenicity. H. pylori strains carrying the cag pathogenicity island (cag-PAI) are significantly associated with severe clinical outcomes and histopathological changes.

OBJECTIVE:   The present study aims to investigate the prevalence of the cagA gene among H. pylori isolates from patients with different gastric pathologies. Further, the study hopes to verify its association with clinical outcomes. In addition, phylogenetic analysis was performed on cagA-positive H. pylori strains from patients with severe and non-severe diseases.

METHODS:   Gastric specimens were collected through a biopsy from 117 patients with different esogastroduodenal diseases. DNA was extracted from these gastric specimens and the polymerase chain reaction was performed to amplify the gene fragments corresponding to the 16S ribosomal RNA and cagA genes using specific primers. The polymerase chain reaction products of selected samples positive for cagA were sequenced. The sequences were aligned with reference sequences from the National Center for Biotechnology Information (NCBI) (Bethesda/USA), and a phylogenetic tree was constructed.

RESULTS:   H. pylori was detected in 65.9% (77/117) of Brazilian patients with different gastroduodenal disorders. Overall, 80.5% (62/77) of the strains were cagA-positive. The ages of patients with cagA-positive strains (15 males and 47 females) ranged from 18 to 74 years. The lesions were categorized as non-severe and severe according to the endoscopic and histopathological reports the most prevalent non-severe esogastroduodenal lesion was gastritis 54/77 (70.12%), followed by esophagitis 12/77 (15.58%) and duodenitis 12/77 (15.58%). In contrast, the most prevalent severe lesions were atrophy 7/77 (9.09%), followed by metaplasia 3/77 (3.86%) and gastric adenocarcinoma 2/77 (2.59%). Phylogenetic analyses performed with the partial sequences of the cagA gene obtained from local strains were grouped in the same clade. No differences in phylogenetic distribution was detected between severe and non-severe diseases.

CONCLUSION:  The cagA gene is highly prevalent among H. pylori isolates from gastric lesions in Brazilian patients. The presence of the cagA gene was not considered a marker of the severity of esogastroduodenal lesions in the present study. This is the first study to investigate the phylogenetic population structure of H. pylori strains in a Brazilian capital, which may improve our understanding of the clinical outcome of H. pylori infection.

Keywords: Molecular epidemiology; phylogeny; virulence factors; gene bacterial

RESUMO

CONTEXTO:   Helicobacter pylori coloniza aproximadamente metade da população humana mundial. A presença do microrganismo na mucosa gástrica está associada a um risco aumentado de adenocarcinoma gástrico, linfoma gástrico e úlcera péptica. No Brasil, a alta prevalência de infecção por H. pylori é um grave problema de saúde. Os fatores de virulência de H. pylori estão associados a risco aumentado de distúrbios gastrointestinais severos. O gene cagA codifica um antígeno associado à citotoxina A (CagA) que está envolvido na patogenicidade bacteriana. As cepas de H. pylori portadoras da ilha de patogenicidade cag (cag-PAI) estão significativamente associadas a desfechos clínicos severos e alterações histopatológicas.

OBJETIVO:   O presente estudo tem como objetivo investigar a prevalência do gene cagA entre isolados de H. pylori de pacientes com diferentes desordens gástricas, bem como verificar sua associação com desfechos clínicos. Além disso, a análise filogenética foi realizada em cepas de H. pylori cagA-positivas de pacientes com doenças severas e não severas.

MÉTODOS:   Amostras gástricas foram coletadas por meio de biópsia gástrica de 117 pacientes com diferentes doenças esogastroduodenais. O DNA foi extraído das amostras e utilizado para amplificar os fragmentos gênicos correspondentes aos genes RNA ribossomal 16S e cagA, através da reação em cadeia da polimerase. Os produtos da reação em cadeia da polimerase de amostras selecionadas positivas para cagA foram sequenciados e as sequências foram alinhadas com sequências de referência do National Center for Biotechnology Information (NCBI) (Bethesda/EUA). As análises filogenéticas foram realizadas a partir do sequenciamento e construção da árvore filogenética.

RESULTADOS:   H. pylori foi detectado em 65,9% (77/117) dos pacientes brasileiros com diferentes distúrbios gastroduodenais. No total, 80,5% (62/77) das cepas foram cagA-positivas. As idades dos pacientes com cepas cagA-positivas (15 homens e 47 mulheres) variaram de 18 a 74 anos. As lesões foram categorizadas como não severas e severas de acordo com o laudo endoscópico e histopatológico. A lesão esogastroduodenal não severa mais prevalente foi gastrite 54/77 (70,12%), seguida de esofagite 12/77 (15,58%) e duodenite 12/77 (15,58%). Em contraste, as lesões severas mais prevalentes foram atrofia 7/77 (9,09%), seguida de metaplasia 3/77 (3,86%) e adenocarcinoma gástrico 2/77 (2,59%). As análises filogenéticas realizadas com as sequências parciais do gene cagA obtidas de cepas locais foram agrupadas no mesmo clado. Nenhuma diferença na distribuição filogenética foi detectada entre doenças severas e não severas.

CONCLUSÃO:   O gene cagA é altamente prevalente entre isolados de H. pylori de lesões gástricas em pacientes brasileiros. A presença do gene cagA não foi considerada um marcador de severidade das lesões esogastroduodenais no presente estudo. Este é o primeiro estudo a investigar a estrutura filogenética da população de cepas de H. pylori em uma capital brasileira. Esses resultados irão contribuir para o entendimento sobre o desfecho clínico da infecção por H. pylori.

Palavras-chave: Epidemiologia molecular; filogenia; fatores de virulência; gene bacteriano

INTRODUCTION

Helicobacter pylori is a gram-negative bacterium that colonizes the human gastric mucosa1. It is estimated that approximately half of the world’s population is colonized by H. pylori2. Transmission routes of H. pylori are associated with precarious socioeconomic conditions. Therefore, the prevalence of H. pylori infection is significantly higher in developing countries3. In Brazil, the prevalence of infection in some regions is comparable to that of infection rates in Africa, where rates can reach 90%4,5.

H. pylori infection favors the development of gastrointestinal diseases, such as gastritis, ulcers, atrophy, lymphoma of the lymphoid tissue of the mucosa (MALT), and gastric adenocarcinoma (GA)6. Due to its well-established role in carcinogenesis, H. pylori was classified as a Group I carcinogen by the World Health Organization (WHO) in 19947. In addition, H. pylori infection is associated with gastroesophageal reflux (GERD). The mechanism underlying H. pylori infection-associated GERD is not yet fully understood. Some studies have shown that H. pylori-positive patients with arthritis have hypergastrinemia with a consequent decrease in gastric pH. This leads to the worsening of GERD symptoms. However, other studies have reported that the use of proton pump inhibitors in the treatment of H. pylori infection can lead to an increase in gastric pH levels, reducing the symptoms of GERD8-10.

The development of esogastroduodenal lesions depends on the complex and dynamic relationship between the parasite and the host. This, in turn, is determined by several factors. These include genetic susceptibility of the host, environmental factors, and bacterial virulence11. The bacterial strains have various virulence genes that influence the pathogenicity of the infection; these include ureA, ureB, vacA, cagE, sabA, ice, and the gene associated with cytotoxin A (cagA)12-14.

The cagA oncogene, located on the pathogenicity island (cag-PAI), encodes the cytotoxin associated with gene A (CagA)15,16. The interaction of CagA, with molecules in the gastric epithelium of the host, can increase the severity of esogastroduodenal diseases17. The bacterium uses the type IV secretion system (T4SS) to inject bacterial factors into the host’s intracellular environment18,19. Once in the intracellular medium, CagA can follow two pathways: independent phosphorylative and dependent phosphorylative.

In the independent phosphorylative pathway, the main cellular changes are interruption of mitogenic signals, changes in cell-cell junctions, and the exacerbation of the activity of inflammatory pathways15. The dependent phosphorylative pathway occurs when CagA is initially phosphorylated in the EPYIA region (Glu-Pro-Ile-Try-Ala) by the kinases of the SCR and Abl family, followed by binding to the SH2 domain of SHP-2 phosphatase16,20. The formation of the CagA-SHP-2 complex causes abnormal cell events. These include the dysregulation of cell growth, changes in the cytoskeleton, increased proliferation and mobility, changes in cell junctions, and the expression of pro-inflammatory, pro-mitogenic, and pro-apoptotic proteins12.

cagA is one of the most characterized virulence genes as severe esogastroduodenal lesions, such as GA, are frequently associated with cagA-positive H. pylori strains21,22. Although some studies have demonstrated the association of this gene with severe esogastroduodenal diseases, there is still a lack of information regarding the Brazilian population. The aim of this study was to investigate the prevalence of cagA in dyspeptic patients, as well as the association of the oncogene with the severity of different esogastroduodenal lesions. In addition, the present study evaluated the phylogenetic relationship of cagA-positive H. pylori strains isolated from patients with severe and non-severe diseases.

METHODS

Ethical considerations

The study protocol was reviewed and approved by the Research Ethics Committee of the Federal University of Goias (CEP/UFG). The study was conducted in accordance with the Ethical Standards of the Brazilian National Committee of Ethics in Human Research, which follows the principles of the Declaration of Helsinki. The approval number is: 2.519.032 (CAAE: 83422017.7.0000.5078). Informed consent was obtained from all the participants.

Study participants

The study was conducted in Goiânia, State of Goiás, Central West Brazil. Both male and female participants and those aged 18 years and older who agreed to participate in the study were recruited from a referral center for gastric diseases. Participants were excluded from the study if they used antibiotics and immunosuppressants eight weeks prior to sample collection, the use of proton pump inhibitors two weeks prior to sample collection, gestation, lactation, active gastrointestinal bleeding, and a history of gastrectomy. The participants were recruited from January to December 2018. A total of 117 participants were included in the study.

Samples

After clinical evaluation, the participants underwent endoscopy, which was performed by a trained endoscopist. Macroscopic data included topography, localization, and type of injury. During the procedure, gastric biopsies were carried out (two in the antrum, two in the body) in accordance with the recommendations of the IV Consensus on Helicobacter pylori infection23. The samples were sent to the clinical pathology laboratory of the University hospital for histopathological analysis and to the Nucleus for the Study of Helicobacter pylori at the Federal University of Goiás (NEHP/UFG) for molecular analysis.

Histopathological analysis

Histopathological examination was performed at the pathology laboratory of the reference hospital. All clinical specimens were fixed in 10% formaldehyde and stained with hematoxylin-eosin and Giemsa stain24. The gastric mucosa was assessed according to the Sydney system25.

Esogastroduodenal injuries and severity criteria

Endoscopic and histopathological reports were used to segregate patients with severe and non-severe esophagogastroduodenal lesions. According to the recommendations of Paredes-Osses et al., 201726 and Bellolio et al., 201927, injuries categorized as severe were GA, gastric atrophy, intestinal and non-severe metaplasia, esophagitis, duodenitis, gastritis, and ulcers.

DNA extraction and genotyping of H. pylori

Molecular analysis was carried out at the Nucleus for the Study of Helicobacter pylori at the Federal University of Goiás (NEHP/UFG). The clinical specimens were subjected to DNA extraction using the commercial kit KitQIamp DNA Minikit® (Qiagen, Valencia, CA, USA), according to the manufacturer’s instructions. The DNA concentration was determined using NanoDrop® (ND-1000 UV-Vis).

H. pylori was detected by polymerase chain reaction (PCR) using the ribosomal 16S rRNA gene as described previously by Luscenti and Gatti, 200828. Positive samples for the 16S rRNA gene were subjected to amplification of the cagA virulence gene by PCR as described by Dadashzadeh et al., 201729. The primer sequences, reaction conditions, and sizes of the amplified fragments are listed in Table 1.

TABLE 1
Sequence of primers, reaction conditions and sizes of amplified fragments of the 16S rRNA and cagA genes.

The PCR products were stained with Blue Green Loading Dye I (LGC Biotecnologia, São Paulo, Brazil) and then subjected to electrophoresis on 2% agarose gel. The product was visualized under ultraviolet light and the images were documented.

Sequencing and phylogenetic analysis of the cagA gene

Sequencing was performed according to the method proposed by Sanger et al., 197830, using the DYEnamicTM ET Terminator Cycle Sequencing Kit (GE Healthcare, USA) and ABI Prism 3100 (Applied Biosystems). Phylogenetic analyses were performed using the Molecular Evolutionary Genetics Analysis Software (MEGA), version 10.131. The phylogenetic tree was constructed using the maximum parsimony method with 1000 bootstraps considering the gaps generated in the alignment as a fifth base.

Data analysis

Statistical analyses was performed using the GraphPad Prism version 7.0, and SAS version 9.1 packages. The probability of severity, as well as its association with the cagA gene, was estimated using odds ratios (ORs). Fisher’s exact test was used to analyze the sex and severity. The relationship between age and severity was evaluated using two-way ANOVA with Tukey’s post-hoc test. Data will be presented as mean and standard deviation (mean ± standard deviation). The results were considered statistically significant in case of P<0.05, with a 95% confidence interval (CI).

RESULTS

DNA extracted from gastric biopsies was used for molecular screening of the bacteria by amplifying the 16S rRNA gene. Samples that amplified a 150 bp fragment were considered positive (Figure 1A). H. pylori-positive samples were used to amplify a 232 bp fragment of the cagA virulence gene (Figure 1B).

FIGURE 1
Amplification products of the H. pylori 16S rRNA and cagA genes. M: molecular weight labeled (1a. 2000 bp / 1b. 1000 bp); C +: positive control; (a) lanes 1 and 2: 16S rRNA gene amplification product (150 bp amplicon); (b) lanes 1 and 2: cagA gene amplification product (232 bp amplicon).

H. pylori was detected in 65.9% (77/117) of samples from gastric specimens. Among H. pylori-positive samples, 80.5% (62/77) were cagA-positive and 19.5% (15/77) were cagA-negative. H. pylori-positive patients were segregated into two groups based on the type of lesion (non-severe and severe).

A total of 90 clinical outcomes were detected, 78 of which were non-severe and 12 were severe. Since the same patient could have more than one esogastroduodenal lesion, the number of clinical outcomes was higher than the number of patients in the study. The most prevalent non-severe esogastroduodenal lesion was gastritis 54/77 (70.12%), followed by esophagitis 12/77 (15.58%) and duodenitis 12/77 (15.58%). In contrast, the most prevalent severe lesions were atrophy 7/77 (9.09%), followed by metaplasia 3/77 (3.86%) and GA 2/77 (2.59%).

Gastric biopsy samples from cagA-positive H. pylori patients with severe and non-severe lesions were used for photomicrography, as shown in Figure 2. Photomicrographs 2a and 2b show severe lesions in the gastric tissues of patients with atrophy and GA, respectively. FIGURES 2c and 2d show gastritis and duodenitis, respectively, considered non-severe lesions.

FIGURE 2
Photomicrograph of gastric tissue lesions in patients infected with positive H. pylori cagA strains. (a) Atrophy in the gastric mucosa (*) and multifocal inflammatory infiltrate in the submucosa (arrow). 10x. Giemsa. (b) GA - it is possible to observe proliferation of tubular structures containing cells with atypical cells and evidence of malignancy (arrowhead). 10x. Giemsa. (c) Gastritis, discrete inflammatory aggregates (arrowhead), and the presence of H. pylori (arrow) are observed. 10x. Giemsa (d) Duodenitis - it is possible to observe multifocal inflammatory infiltrate (arrow). 10x. Giemsa.

The analysis of the association between the 90 clinical outcomes found 78 non-severe cases and 12 severe cases. In addition, it found the presence of cagA was performed to assess the role of this gene in the severity of esogastroduodenal diseases. The results showed that there was no statistically significant association between cagA and lesion severity (OR=0.90, CI: 0.2200-3.6821, P=0.8835) (Table 2).

TABLE 2
Relationship between the presence of cagA and the severity of esogastroduodenal injuries.

Clinical outcomes were also analyzed individually to assess whether the cagA gene was specifically associated with the severity of esogastroduodenal lesions. The odds ratios, confidence intervals, and P-values, are listed in Table 3. Additionally, we evaluated whether the cagA gene acted as a risk or protection factor in the development of specific gastropathy. Statistical analyses did not show an association between cagA and the various isolated clinical outcomes (Table 3).

TABLE 3
Relationship between clinical outcomes* and the H. pylori cagA virulence gene.

The relationship between severity and sex showed that in severe esogastroduodenal lesions, 18.8% of female patients were infected with cagA-negative H. pylori strains and 10.6% were infected with cagA-positive H. pylori strains (18.18±11.62 vs 10.63±4.49). In male patients with severe diseases, 25% were infected with cagA-negative H. pylori strains and 20% were infected with cagA-positive H. pylori strains (25.0±21.65 vs 20.0±10.32). No statistically significant differences were observed between the groups (Figure 3).

FIGURE 3
Role of the cagA gene in the severity of disease outcome according to sex. Black bars, male; white bars, female. Test used: Fisher’s exact test.

The age of the evaluated patients ranged between 18 and 71 years; the average age was 44.4 years. The analysis of the age groups of patients with non-severe esogastroduodenal injuries with cagA-positive and cagA-negative gastric specimens showed that there was no statistically significant association in the non-severe injury group (mean ± SD; 14.28±13.43). In patients with severe injuries, no statistically significant association was found between the oncogene and the age group (mean ± SD; 15.08±18.53) (Figure 4).

FIGURE 4
Evaluation of possible association between the cagA oncogene and the severity of esogastroduodenal lesions according to the age group of the patients. Circles filled in black: severe disease; circles filled in gray: non-severe disease. The two-way ANOVA test with Tukey’s post-hoc test was used for statistical analysis.

The phylogenetic tree was constructed from the alignment of 16 cagA sequences from local strains in the present study; 20 reference sequences obtained from the NCBI GenBank (http://www.ncbi.nlm.nih.gov/Genbank/). The sequences used in the construction of the phylogenetic tree were obtained from H. pylori strains isolated from patients with severe and non-severe esogastroduodenal lesions.

Phylogenetic analysis showed that local strains were similar. In addition, it was observed that sequences obtained from patients five and six showed a strong genetic association between them and most of the reference sequences. H. pylori strains from patients with severe and non-severe pathologies were scattered in the phylogenetic tree. Moreover, our study did not detect any difference in the phylogenetic distribution between severe and non-severe diseases (Figure 5).

FIGURE 5
Phylogenetic tree constructed with sequences of the H. pylori cagA gene. Triangles filled in white represent non-severe strains; black triangles represent severe strains. Neighbor joining was built on MEGA 5.0, using maximum parsimony and 1000 repetition bootstraps, based on the 16 local cagA sequences and another 10 reference sequences obtained from the GenBank database.

DISCUSSION

H. pylori is an oncobacterium widely recognized globally and it is estimated that approximately half of the world’s population is infected by it2. Different genotypes of H. pylori produce different virulence factors. Our study focused on the characterization of the H. pylori cagA virulence gene from gastric biopsy samples which were obtained from patients with diseases of the upper gastrointestinal tract and its relationship with clinical status.

The presence of the cagA oncogene is extremely important for the establishment of severe and non-severe esogastroduodenal lesions. In the present study, the cagA gene was detected in 80.5% (62/77) of the patients infected with H. pylori. This infection rate is considered high compared to other regions of the world. Our results are similar to those of studies conducted in Iran, Greece, and Bulgaria which showed detection rates of 70.0%, 73.0%, and 83.0% respectively32. On the other hand, some countries showed lower rates of cagA detection. These included Chile (15.2%) and Malaysia (43.0%)24,33. The different rate of detection of the cagA gene can possibly be attributed to the genetic polymorphism, characteristics of different H. pylori strains, as well as the different rates of prevalence of infection in these countries34.

Several severe and non-severe clinical outcomes were associated with the presence of cagA-positive H. pylori strains. The association between severity and the oncogene may be due to factors such as the genetic profile of the strains circulating in the region, the sample size of the study, and variations in socioeconomic conditions24,35. In the present study, a comparison was made between the different clinical outcomes (severe and non-severe) in patients infected with H. pylori cagA-positive strains. There was no statistical difference between the presence of the gene and the severity of esogastroduodenal lesions in the study population. Similar results were found in Chile where research showed that there was no association between the gene and the severity of esogastroduodenal lesions24. In contrast, studies conducted in the Brazilian population by Ramis et al., 201036 demonstrated a relationship between cagA and severe diseases.

In the present study, the most prevalent severe and non-severe injuries were atrophy and gastritis, respectively. Similar results were found in a study by Cavalcante et al. 201237 where gastritis was the most prevalent non-severe injury. In contrast, in the study by Oliveira et al. 200338 - carried out in South-West Brazil - showed that one of the most prevalent severe injury was gastric cancer. The individual evaluation of several clinical outcomes associated with the cagA gene did not demonstrate statistical significance.

To assess the association of the cagA gene with the severity of gastric diseases in different countries, a bibliographic survey of global gastric cancer incidence rates was carried out in both sexes and all ages which was standardized by age estimated in 2018 (age-standardised incidence rates, ASIR). The levels of gastric cancer risk were segregated according to the geographical location, in low, medium, and high categories, as per the International Agency for Research on Cancer (IARC) recommendations39. As shown in Table 4, we observed that in several regions (with a high incidence of gastric cancer), the cagA gene was not associated with severity corroborating our data.

TABLE 4
Association of the cagA gene with the risk of severe diseases in areas of low, moderate, or high risk of gastric cancer.

The photomicrographs from the present study showed histopathological patterns of severe (atrophy and GA) and non-severe (gastritis and duodenitis) lesions. The mechanisms involved in the genesis of esogastroduodenal diseases associated with H. pylori infection have not yet been fully elucidated. However, it is well understood that the presence of the bacterium in the gastric mucosa can cause changes in gastric homeostasis38. In addition, from phosphorylative and non-phosphorylative pathways, the CagA oncoprotein can induce exacerbated inflammation and GA induction40.

The prevalence of infection in patients with cagA-positive H. pylori strains may vary according to the sex of the individual. Studies have shown that these variations may be due to differences in lifestyle between men and women4. In the present study, the relationship between the sex of patients and the severity of esogastroduodenal diseases was evaluated. No statistical significance was observed in patients of both sexes. The proportion of female patients in the present study was almost three times higher than that of males. This can be explained by the greater demand for women by basic health services facilitating early detection and effective treatment41-44.

Through phylogenetic evaluation, it was not possible to segregate the cagA sequences isolated from patients with severe and non-severe esogastroduodenal diseases. In part, this can be explained by partial sequencing of the virulence gene, which was used in the analysis.

The similarity between the sequences of patients five and six suggests that at some point, these patients may have been infected by the same strain from a different region. In addition, it is possible that they may have resided in the same house or city so that the same strain infected both of them through different routes of transmission. It is also possible that, in addition to biogeographic similarities, both share the same non-severe clinical outcomes. The different mechanisms underlying the pathogenesis of these strains can be explained by the genetic variations between them.

The screening of a large number of samples would provide a better understanding of the possible variations in the cagA gene. Hence, a more comprehensive phylogeographic analysis is needed to elucidate the impact of genetic heterogeneity of H. pylori on dyspeptic patients in Brazil. Although this study involved a small sample number and partial gene sequences, this is the first Brazilian study that used partial cagA sequences from H. pylori to build a phylogenetic tree.

The present study has high scientific relevance, since information about the mechanisms involved in the parasite-host relationship is scarce in the researched population. Some limitations were observed in the study, such as the low sample size of patients with severe esogastroduodenal lesions and the partial sequencing of the cagA gene. Despite the limitations, the study opens perspectives for the development of personalized medicine in the Brazilian territory.

CONCLUSION

H. pylori infection is highly prevalent in patients with dyspepsia in central Brazil. The cagA oncogene was not considered to be a molecular marker of the severity of esogastroduodenal lesions. Through phylogenetic analyses, it was not possible to segregate strains from patients with severe and non-severe diseases. This study provides additional insight into the cagA profiles of the different strains of H. pylori and opens perspectives for studies with a larger sample size of esogastroduodenal disease patients as well as research that aims to assess the association between genetic variability and clinicopathological outcomes.

ACKNOWLEDGMENTS

We would like to thank the Genetics and Biodiversity Laboratory at the Federal University of Goiás. We also like to thank Editage for English language editing.

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  • Disclosure of funding: no funding received

Publication Dates

  • Publication in this collection
    10 Dec 2021
  • Date of issue
    Oct-Dec 2021

History

  • Received
    15 Mar 2021
  • Accepted
    05 July 2021
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