ABSTRACT
This study aimed to identify factors associated with colonization by community-associated methicillin-resistant Staphylococcus aureus (CA-MRSA) in adult patients admitted to a Brazilian hospital. This is a cross-sectional study, in which patients underwent a nasal swab and were asked about hygiene behavior, habits, and clinical history. Among the 702 patients, 180 (25.6%) had S. aureus and 21 (2.9%) MRSA. The factors associated with MRSA colonization were attending a gym (OR 4.71; 95% CI; 1.42 – 15.06), smoking habit in the last year (OR 2.37; 95% CI; 0.88 – 6.38), previous hospitalization (OR 2.18; CI 95%; 0.89 – 5.25), and shared personal hygiene items (OR 1.99; 95% CI; 0.71 – 5.55). At the time of admission, colonization by CA-MRSA isolates was higher than that found in the general population. This can be an important public health problem, already endemic in hospitals, whose factors such as those associated with habits (smoking cigarettes) and behaviors (team sports practice and activities in gyms) have been strongly highlighted. These findings may help developing infection control policies, allowing targeting patients on higher-risk populations for MRSA colonization.
KEYWORDS
CA-MRSA; Colonization; Risk factor; Admission
INTRODUCTION
Staphylococcus aureus is one of the main human infectious agents. Almost 50% of healthy individuals harbor the bacteria in a persistent or intermittent state11. Reyes N, Montes O, Figueroa S, Tiwari R, Sollecito CC, Emmerich R, et al. Staphylococcus aureus nasal carriage and microbiome composition among medical students from Colombia: a cross-sectional study. F1000Research. 2020;9:78.. The epidemiology of MRSA has changed with the global emergence of community-associated MRSA (CA-MRSA) strains22. Lakhundi S, Zhang K. Methicillin-resistant staphylococcus aureus: molecular characterization, evolution, and epidemiology. Clin Microbiol Rev. 2018;31:e00020-18.. In addition to the widespread increase in S. aureus reservoirs, the emergence of CA-MRSA has hampered therapy in recent years33. Brown NM, Goodman AL, Horner C, Jenkins A, Brown EM. Treatment of methicillin-resistant Staphylococcus aureus (MRSA): updated guidelines from the UK. Antimicrob Resist. 2021;3:dlaa114..
In Brazil, the lack of studies is a notable limiting factor in the knowledge and epidemiology of CA-MRSA among patients admitted to hospitals. These individuals may be admitted to hospitals, be subjected to surgeries, and previous decolonization could be considered; thus, this information would have an impact as an infection prevention measure. On the other hand, in health facilities where this pathogen is not endemic, the admission of colonized patients could introduce a new multidrug-resistant pathogen and cause its spread. To date, potential factors associated with infection or colonization by CA-MRSA are not fully established, making it difficult to prioritize a strategy based on higher-risk populations. This study aimed to identify the potential factors related to colonization by CA-MRSA in patients admitted to our teaching hospital in Rio de Janeiro, Brazil.
MATERIALS AND METHODS
This is a randomized, cross-sectional, and epidemiological study based on patients admitted to the Hospital Universitario Clementino Fraga Filho (HUCFF) from Universidade Federal do Rio de Janeiro (UFRJ). This is a federal, public, tertiary, and teaching hospital. During the study period, the hospital presented 280 beds and about 8,000 admissions per year, including internal medicine and surgery, intensive care units, hematology, hemodialysis for chronic patients, and emergency wards. From May 2012 to June 2014, patient groups were analyzed to assess risk factors related to the admission of MRSA-colonized patients compared to noncolonized patients. The study was approved by the Research Ethics Committee of the Hospital Universitario Clementino Fraga Filho.
Inclusion criteria were hospitalized patients aged over 18 years, of both sexes, of all ethnic groups, in different health states, belonging to any social group, regardless of the use of antimicrobials, and with less than 72 hours of hospitalization. The acceptance was formalized by signing an informed consent form. Exclusion criteria were patients with reduced level of consciousness; cases in which sample collection for microbiological examination was not possible; laboratory investigations failed, with isolation of MRSA in a colonization or infection sample up to 12 months prior to the study; patients with swab collection that exceeded 72 h since hospital admission; and patients admitted to Intensive Care Units.
On average, 10 to 15 patients per day were eligible for the study. From them, five patients were randomly selected each day for the nasal swab collection. Interviews were conducted to obtain, among other information, epidemiological data, for which a standard form with open- and closed-ended questions was used, recording socioeconomic and demographic information, habits, routines, living environment, hospital data, and clinical information. Information about clinical history was complemented using the patients’ medical records. The information obtained from the medical records was used to calculate the Charlson score for comorbidities44. Quan H, Li B, Couris CM, Fushimi K, Graham P, Hider P, et al. Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries. Am J Epidemiol. 2011;173:676-82.. MRSA colonization or infection during hospitalization or earlier hospitalization were investigated using laboratory information from collected cultures, as part of routine care for selected patients, in the Bacteriology Laboratory. A standard electronic form used to record data (database) was created using the EpiInfo® software (version 3.5.2, Centers for Disease Control and Prevention, Atlanta, GA, USA).
MRSA detection and isolation was performed via a nasal swab previously moistened in 0.9% saline solution, rubbed in rotational movements in the anterior region of both nostrils by healthcare professionals. The specimens were inoculated on mannitol salt agar (Oxoid, Basingstoke, United Kingdom). S. aureus isolates were previously identified and characterized for methicillin resistance55. Cavalcante FS, Pinheiro MV, Ferreira DC, Alvarenga CV, Guimarães AC, Nouér SA, et al. Characteristics of methicillin-resistant Staphylococcus aureus in patients on admission to a teaching hospital in Rio de Janeiro, Brazil. Am J Infect Control. 2017;45:1190-3.. Linear regression was used to analyze factors associations and the results were presented as Odds ratio (OR), with 95% confidence intervals (95% CI). The variables that presented p <0.2 in the univariate analysis were selected to compose the multivariate model. The inclusion of selected dependent variables established the multiple regression model using the Stepwise Backward method to compare the complete model with the reduced model and exclude the worst performing variable.
RESULTS
In the study period, HUCFF registered 16,763 admissions, excluding admissions to the Intensive Care and Emergency Units. For the study, 702 patients were included and underwent nasal swab collection. Mean age was 48.4 years (SD = 16.12), mean body mass index (BMI) was 26.5, 51.7% (n = 363) were women, 54% (n = 379) declared to be White, 45.2% (n = 317) had completed secondary education, and 65.5% (n = 459) were residents of Rio de Janeiro municipality.
The main reason for hospitalization was surgical or surgery-related procedures (71%; n = 498), with 68% (n = 477) of them undergoing orthopedic surgeries. A total of 9.5% (n = 67) were transferred from other hospitals. Hospital length of stay ranged from one to 30 days, with a median of five days; 679 patients (96.7%) were discharged, 22 patients (3.1%) were transferred to the ICU, and one (0.2%) patient died. The Charlson score median was 1.0, in which 76.8% (n = 539) of the patients did not present any comorbidity. However, considering comorbidities, diabetes with insulin dependence was the most frequent (5.3%; n = 37).
Table 1 shows the univariate analysis of 702 admissions with 180 patients with S. aureus (both MSSA and MRSA) in relation to 522 patients without S. aureus colonization. The following associated factors were observed: animal-related activity (OR: 5.96; 95% CI: 1.47 – 24.10), use of illicit drugs (OR: 3.29; 95% CI: 1.55 – 6.97), active sex life (OR: 3.29; 95% CI: 1.55 – 6.97), smoking habit in the last year (OR: 1.49; 95% CI: 0.96 – 2.30), and having a Charlson score (<1) (OR: 1.49; 95% CI: 1.08 – 2.07).
The prevalence of MRSA colonization at admission was 2.9% (21/702) (95% CI: 1.96 – 4.53). Among the MRSA colonized patients, eight (38%) had surgical indication, being seven (33.3%) for orthopedic surgery and one (4.7%) for cardiac surgery. Table 2 shows the results from the analysis of potential factors associated with MRSA colonization. In the univariate analysis, the factor “attending a gym” showed statistical significance (OR: 3.98; 95% CI: 1.27 – 12.41). In the multivariate analysis, the risk factors associated with a higher chance of MRSA colonization were attending a gym (OR: 4.71; 95% CI: 1.42 – 15.06), smoking habit in the last year (OR: 2.37; 95% CI: 0.88 – 6.38), hospitalization for more than three days in the last year (OR: 2.18; 95% CI: 0.89 – 5.25), and sharing personal hygiene items (OR: 1.99; 95% CI: 0.71 – 5.55) (Table 2). Even though this last variable did not present statistical significance in the univariate analysis, it contributed to the final model.
Regarding MRSA-colonized patients in the admission, the average age was 49.7 years old and the median for the hospitalization period was 14 days. Most of them admitted for surgical procedures (66%). At least one baseline disease was common in 61.9% of patients and the median Charlson comorbidity score was 1.0. The molecular analysis of the 21 MRSA isolates showed that 15 (71.4%), three (14.3%), and two (9.5%) presented SCCmec IV, SCCmec II, and SCCmec III, respectively (Table 1).
Among the patients enrolled in this study, three (14.3%) developed infection after admission, one by MRSA. This patient was 67 years old, with cardiovascular conditions, and hypertensive, admitted to elective cardiac surgery (myocardial revascularization). He received routine surgical prophylaxis with no effectiveness against MRSA. Then, 10 days after surgery, developed mediastinitis, caused by MRSA. The assistant team opted to administer teicoplanin to treat this infection. After two surgical interventions and without confirmation of bone involvement, the patient was discharged from the hospital 30 days after the surgery. During the follow-up period, for more than a year in the cardiac surgery outpatient clinic, the patient did not present any complications until the last return and medical discharge.
DISCUSSION
To our knowledge, this was the only study conducted in the last decade that assessed the prevalence of MRSA colonization in patients admitted to a Brazilian hospital and explored the factors associated with colonization. Here, the prevalence of S. aureus and MRSA colonization was 25.6% and 2.9%, respectively. Rates of S. aureus was similar to those recently detected in Brazil for urban outpatients, which was found to range from 17% to 33% when healthcare professionals and children were excluded66. Romero LC, Cunha ML. Insights into the epidemiology of community-associated methicillin-resistant Staphylococcus aureus in special populations and at the community-healthcare interface. Braz J Infect Dis. 2021;25:101636.
7. Pires FV, Cunha ML, Abraão LM, Martins PY, Camargo CH, Fortaleza CM. Nasal carriage of Staphylococcus aureus in Botucatu, Brazil: a population-based survey. PloS One. 2014;9:e92537.
8. Bes TM, Martins RR, Perdigão L, Mongelos D, Moreno L, Moreno A, et al. Prevalence of methicillin-resistant Staphylococcus aureus colonization in individuals from the community in the city of Sao Paulo, Brazil. Rev Inst Med Trop Sao Paulo. 2018;60:e58.
9. Silveira M, Cunha ML, Souza CS, Correa AA, Fortaleza CM. Nasal colonization with methicillin-resistant Staphylococcus aureus among elderly living in nursing homes in Brazil: risk factors and molecular epidemiology. Ann Clin Microbiol Antimicrob. 2018;17:18.-1010. Silvestre MA, Barbosa M, Teixeira NB, Riboli DF, Souza MC, Cunha ML, et al. Illicit drug users, alcoholics, and psychiatric patients: Staphylococcus aureus and methicillin-resistant Staphylococcus aureus colonization on the border between community and healthcare settings. Infect Control Hosp Epidemiol. 2021;42:1544-6..
Related to MRSA prevalence, although no recent studies have evaluated the rates of this pathogen among hospitalized patients, our data were very similar to a previous survey conducted in 2018 that found 2.3% MRSA carriers in a sample with 300 patients of Sao Paulo city who attended to a first aid emergency and infectious diseases or dermatology ambulatory88. Bes TM, Martins RR, Perdigão L, Mongelos D, Moreno L, Moreno A, et al. Prevalence of methicillin-resistant Staphylococcus aureus colonization in individuals from the community in the city of Sao Paulo, Brazil. Rev Inst Med Trop Sao Paulo. 2018;60:e58.. On the other hand, the prevalence found was higher than the detected in the Brazilian urban population (0.9%)77. Pires FV, Cunha ML, Abraão LM, Martins PY, Camargo CH, Fortaleza CM. Nasal carriage of Staphylococcus aureus in Botucatu, Brazil: a population-based survey. PloS One. 2014;9:e92537., but lower than that found for individuals with comorbidities, such as diabetes (4.8%)1111. Teixeira NB, Fortaleza CM, Souza MC, Pereira TA, Colenci BP, Cunha ML. Molecular characterization of methicillin-resistant Staphylococcus aureus among insulin-dependent diabetic individuals in Brazil. Ann Clin Microbiol Antimicrob. 2021;20:12. and HIV (4.4%)1212. Soares CR, Lira CR, Cunha MA, Souza Junior VR, Melo FL, Araújo PS, et al. Prevalence of nasal colonization by methicillin-resistant Staphylococcus aureus in outpatients living with HIV/AIDS in a referential hospital of the Northeast of Brazil. BMC Res Notes. 2018;11:794.. We hypothesize that the prevalence of MRSA among hospitalized adults is correlated with the proportion of individuals suffering from chronic diseases since we found a median Charlson score of 1.0 in patients, with more than 75% of them not presenting comorbidities.
Moreover, we found that attending a gym was a risk factor for MRSA colonization. Gym equipment used by multiple users without proper hygiene can be a source of S. aureus. Markley et al.1313. Markley JD, Edmond MB, Major Y, Bearman G, Stevens MP. Are gym surfaces reservoirs for Staphylococcus aureus? A point prevalence survey. Am J Infect Control. 2012;40:1008-9. found methicillin-susceptible S. aureus (MSSA) strains in 10% of the isolates collected from equipment and environments at a gym in the USA. For the authors, just as MSSA remained on surfaces, MRSA isolates can also remain in these environments. Likewise, infection is commonly seen in team sports via sharing uniforms or towels without proper hygiene, coupled with physical contact. This study showed that 14% of patients played team sports and were MRSA colonized. The association between team sport with physical contact and MRSA colonization was first observed in 20051414. Nguyen DM, Mascola L, Brancoft E. Recurring methicillin-resistant Staphylococcus aureus infections in a football team. Emerg Infect Dis. 2005;11:526-32. on a college football team in Atlanta (USA). It was found that 8% of the athletes were MRSA-colonized, in addition to those with MRSA skin and soft tissue infections. Furthermore, another study with university athletes conducted in the USA found that contact sports athletes had a higher risk of MRSA colonization over time1515. Jiménez-Truque N, Saye EJ, Soper N, Saville BR, Thomsen I, Edwards KM, et al. Association between contact sports and colonization with Staphylococcus aureus in a prospective cohort of collegiate athletes. Sports Med. 2017;47: 1011-9..
Another factor associated with MRSA colonization was the sharing of personal hygiene items. It is possible that the bacteria spread by indirect contact via objects previously touched by colonized individuals such as towels, razors, and nail clippers, when they penetrate in the lesioned skin. In this study, we found that the colonization chance was almost twice as high as those who did not share personal hygiene items. A recent study conducted with 127 dermatology outpatients in Sao Paulo city, Brazil, found a positive association between MRSA and the sharing of personal objects (shaver, soap, and bath sponges)88. Bes TM, Martins RR, Perdigão L, Mongelos D, Moreno L, Moreno A, et al. Prevalence of methicillin-resistant Staphylococcus aureus colonization in individuals from the community in the city of Sao Paulo, Brazil. Rev Inst Med Trop Sao Paulo. 2018;60:e58.. The fitted model showed a probability of identifying 79% of colonized patients based on the potential factors associated with MRSA colonization.
In this study, smoking habit was a statistically significant risk factor for MRSA carriage. McEachern et al.1616. McEachern EK, Hwang JH, Sladewski KM, Nicatia S, Dewitz C, Mathew DP, et al. Analysis of the effects of cigarette smoke on staphylococcal virulence phenotypes. Infect Immun. 2015;83:2443-52. reported cigarette smoke may modulate the virulence of these strains, since MRSA isolates exposed to cigarette smoke extract are more resistant to macrophage killing and show reduced susceptibility to cell lysis and antimicrobial peptide killing. They also stated that cigarette smoking increases the expression of genes linked to changes in the surface of MRSA cells.
There is controversy as to whether universal MRSA screening on admission significantly affects infection rates and reduces transmission, or whether it is costly when compared with risk factor-based screening1717. Harbarth S, Fankhauser C, Schrenzel J, Christenson J, Gervaz P, Bandiera-Clerc C, et al. Universal screening for methicillin-resistant Staphylococcus aureus at hospital admission and nosocomial infection in surgical patients. JAMA. 2008;299:1149-57.. In this context, Roth et al.1818. Roth VR, Longpre T, Taljaard M, Coyle D, Suh KN, Muldoon KA, et al. Universal vs risk factor screening for methicillin-resistant Staphylococcus aureus in a large multicenter tertiary care facility in Canada. Infect Control Hosp Epidemiol. 2016;37:41-8. showed that MRSA screening based on risk factors associated with colonization presents a lower cost of hospital surveillance than universal screening. S. aureus screening for colonized patients was later adopted for specific procedures such as cardiology, orthopedics, and solid organ transplantation as a measure to reduce surgical infections1919. Lefebvre J, Buffet-Bataillon S, Henaux PL, Riffaud L, Morandi X, Haegelen C. Staphylococcus aureus screening and decolonization reduces the risk of surgical site colorinfections in patients undergoing deep brain stimulation surgery. J Hosp Infect. 2017;95:144-7.. Decolonization of these patients before surgery reduces approximately 80% of infections and has been recommended in patients undergoing cardiothoracic and orthopedic surgeries2020. Allegranzi B, Zayed B, Bischoff P, Kubilay NZ, de Jonge S, de Vries F, et al. New WHO recommendations on intraoperative and postoperative measures for surgical site infection prevention: an evidence-based global perspective. Lancet Infect Dis. 2016;16:e288-303..
As a limitation of this work, we highlight the period in which our study was conducted. However, studies published in recent years with other populations indicate that our findings remain up to date. Furthermore, as no Brazilian work has been conducted on this topic in the last decade, this study is important to guide infection control policies in Brazilian hospitals.
CONCLUSION
In conclusion, our study strongly highlighted factors associated with habits (smoking cigarettes) and behaviors (practicing of team sports and activities in gyms) in previously MRSA-colonized patients admitted to a hospital in Rio de Janeiro city. Therefore, systematic and coordinated infection control policies are necessary and essential to evaluate the best intervention strategy used inside and outside the hospital, such as identifying patients at a higher risk for MRSA colonization.
INFECTION CONTROL GROUP HUCFF/UFRJ
Ana Pereira Rangel, Anna Carla Castiñeiras, Christiany Moçali Gonzalez, Joana Freire, Luiz Felipe Guimarães, Raquel Batista.
REFERENCES
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1Reyes N, Montes O, Figueroa S, Tiwari R, Sollecito CC, Emmerich R, et al. Staphylococcus aureus nasal carriage and microbiome composition among medical students from Colombia: a cross-sectional study. F1000Research. 2020;9:78.
-
2Lakhundi S, Zhang K. Methicillin-resistant staphylococcus aureus: molecular characterization, evolution, and epidemiology. Clin Microbiol Rev. 2018;31:e00020-18.
-
3Brown NM, Goodman AL, Horner C, Jenkins A, Brown EM. Treatment of methicillin-resistant Staphylococcus aureus (MRSA): updated guidelines from the UK. Antimicrob Resist. 2021;3:dlaa114.
-
4Quan H, Li B, Couris CM, Fushimi K, Graham P, Hider P, et al. Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries. Am J Epidemiol. 2011;173:676-82.
-
5Cavalcante FS, Pinheiro MV, Ferreira DC, Alvarenga CV, Guimarães AC, Nouér SA, et al. Characteristics of methicillin-resistant Staphylococcus aureus in patients on admission to a teaching hospital in Rio de Janeiro, Brazil. Am J Infect Control. 2017;45:1190-3.
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6Romero LC, Cunha ML. Insights into the epidemiology of community-associated methicillin-resistant Staphylococcus aureus in special populations and at the community-healthcare interface. Braz J Infect Dis. 2021;25:101636.
-
7Pires FV, Cunha ML, Abraão LM, Martins PY, Camargo CH, Fortaleza CM. Nasal carriage of Staphylococcus aureus in Botucatu, Brazil: a population-based survey. PloS One. 2014;9:e92537.
-
8Bes TM, Martins RR, Perdigão L, Mongelos D, Moreno L, Moreno A, et al. Prevalence of methicillin-resistant Staphylococcus aureus colonization in individuals from the community in the city of Sao Paulo, Brazil. Rev Inst Med Trop Sao Paulo. 2018;60:e58.
-
9Silveira M, Cunha ML, Souza CS, Correa AA, Fortaleza CM. Nasal colonization with methicillin-resistant Staphylococcus aureus among elderly living in nursing homes in Brazil: risk factors and molecular epidemiology. Ann Clin Microbiol Antimicrob. 2018;17:18.
-
10Silvestre MA, Barbosa M, Teixeira NB, Riboli DF, Souza MC, Cunha ML, et al. Illicit drug users, alcoholics, and psychiatric patients: Staphylococcus aureus and methicillin-resistant Staphylococcus aureus colonization on the border between community and healthcare settings. Infect Control Hosp Epidemiol. 2021;42:1544-6.
-
11Teixeira NB, Fortaleza CM, Souza MC, Pereira TA, Colenci BP, Cunha ML. Molecular characterization of methicillin-resistant Staphylococcus aureus among insulin-dependent diabetic individuals in Brazil. Ann Clin Microbiol Antimicrob. 2021;20:12.
-
12Soares CR, Lira CR, Cunha MA, Souza Junior VR, Melo FL, Araújo PS, et al. Prevalence of nasal colonization by methicillin-resistant Staphylococcus aureus in outpatients living with HIV/AIDS in a referential hospital of the Northeast of Brazil. BMC Res Notes. 2018;11:794.
-
13Markley JD, Edmond MB, Major Y, Bearman G, Stevens MP. Are gym surfaces reservoirs for Staphylococcus aureus? A point prevalence survey. Am J Infect Control. 2012;40:1008-9.
-
14Nguyen DM, Mascola L, Brancoft E. Recurring methicillin-resistant Staphylococcus aureus infections in a football team. Emerg Infect Dis. 2005;11:526-32.
-
15Jiménez-Truque N, Saye EJ, Soper N, Saville BR, Thomsen I, Edwards KM, et al. Association between contact sports and colonization with Staphylococcus aureus in a prospective cohort of collegiate athletes. Sports Med. 2017;47: 1011-9.
-
16McEachern EK, Hwang JH, Sladewski KM, Nicatia S, Dewitz C, Mathew DP, et al. Analysis of the effects of cigarette smoke on staphylococcal virulence phenotypes. Infect Immun. 2015;83:2443-52.
-
17Harbarth S, Fankhauser C, Schrenzel J, Christenson J, Gervaz P, Bandiera-Clerc C, et al. Universal screening for methicillin-resistant Staphylococcus aureus at hospital admission and nosocomial infection in surgical patients. JAMA. 2008;299:1149-57.
-
18Roth VR, Longpre T, Taljaard M, Coyle D, Suh KN, Muldoon KA, et al. Universal vs risk factor screening for methicillin-resistant Staphylococcus aureus in a large multicenter tertiary care facility in Canada. Infect Control Hosp Epidemiol. 2016;37:41-8.
-
19Lefebvre J, Buffet-Bataillon S, Henaux PL, Riffaud L, Morandi X, Haegelen C. Staphylococcus aureus screening and decolonization reduces the risk of surgical site colorinfections in patients undergoing deep brain stimulation surgery. J Hosp Infect. 2017;95:144-7.
-
20Allegranzi B, Zayed B, Bischoff P, Kubilay NZ, de Jonge S, de Vries F, et al. New WHO recommendations on intraoperative and postoperative measures for surgical site infection prevention: an evidence-based global perspective. Lancet Infect Dis. 2016;16:e288-303.
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FUNDING: This study was supported by grants from Fundação Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio de Janeiro (FAPERJ, grants Nº E-26/202.592/2019, E-26/010.000172/2016, E-26/010.001463/2019, E-26/211.554/2019, E-26/010.002497/2019, E-26/010.002435/2019, and E-27/211.729/2021), Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq, grants Nº 301846/2017-0 and 11423381/2018-0), Coordenação de Aperfeiçamento de Pessoal de Nível Superior – Brasil (CAPES), Finance Code 001.
Publication Dates
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Publication in this collection
13 May 2024 -
Date of issue
2024
History
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Received
22 Oct 2023 -
Accepted
25 Mar 2024