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High prevalence of syphilis among recyclable waste collectors in Central Brazil

ABSTRACT

Background:

Syphilis is associated with social and behavioral factors.

Methods:

This cross-sectional study determined the prevalence of syphilis and its associated risk factors among recyclable waste collectors in Central Brazil.

Results:

A lifetime syphilis prevalence rate of 7.91% (95% confidence interval: 5.25-11.75) was found among 278 participants. Low educational level, history of sexually transmitted infection, and age ≥ 36 years were associated with a high prevalence of lifetime syphilis.

Conclusions:

These findings emphasize the need for syphilis prevention, screening, and treatment among recyclable waste collectors, highlighting the potential for the spread of infection in vulnerable populations.

Keywords:
Epidemiology; Sexually transmitted infection; Syphilis

Syphilis is caused by the spirochete Treponema pallidum subspecies pallidum, which affects the sexual and reproductive lives and well-being of affected individuals, and remains a public health problem11. Ghanem KG, Ram S, Rice PA. The Modern Epidemic of Syphilis. N Engl J Med. 2020;382(9):845-54. Available from: https://doi.org/10.1056/NEJMra1901593 PMID: 32101666.
https://doi.org/10.1056/NEJMra1901593 PM...
. Despite the availability of well-defined diagnostic methods and effective treatments, controlling syphilis is still challenging22. Schmidt R, Carson PJ, Jansen RJ. Resurgence of Syphilis in the United States: An Assessment of Contributing Factors. Infect Dis (Auckl). 2019;12:1178633719883282. Available from: https://doi.org/10.1177/1178633719883282.
https://doi.org/10.1177/1178633719883282...
.

Interactions between social and behavioral factors can influence the prevalence of syphilis22. Schmidt R, Carson PJ, Jansen RJ. Resurgence of Syphilis in the United States: An Assessment of Contributing Factors. Infect Dis (Auckl). 2019;12:1178633719883282. Available from: https://doi.org/10.1177/1178633719883282.
https://doi.org/10.1177/1178633719883282...
. Scientific literature has reported that specific populations are highly vulnerable to acquiring syphilis, such as men who have sex with men (MSM), sex workers, prisoners, sugarcane cutters, the homeless, and recyclable waste collectors33. Rozman MA, Alves IS, Porto MA, Gomes PO, Ribeiro NM, Nogueira LA, et al. HIV infection and related risk behaviors in a community of recyclable waste collectors of Santos, Brazil. Rev Saude Publica. 2008 Oct;42(5):838-43. Available from: https://doi.org/10.1590/S0034-89102008005000042
https://doi.org/10.1590/S0034-8910200800...

4. Mitchell KM, Cox AP, Mabey D, Tucker JD, Peeling RW, Vickerman P. The impact of syphilis screening among female sex workers in China: a modelling study. PLoS One. 2013;8(1):e55622. Available from: https://doi.org/10.1371/journal.pone.0055622
https://doi.org/10.1371/journal.pone.005...

5. Zhou Y, Li D, Lu D, Ruan Y, Qi X, Gao G. Prevalence of HIV and syphilis infection among men who have sex with men in China: a meta-analysis. Biomed Res Int. 2014;2014:620431. Available from: https://doi.org/10.1155/2014/620431
https://doi.org/10.1155/2014/620431...

6. Barros CVL, Galdino Júnior H, Rezza G, Guimarães RA, Ferreira PM, Souza CM, et al. Bio-behavioral survey of syphilis in homeless men in Central Brazil: a cross-sectional study. Cad Saude Publica. 2018 Jun 25;34(6):e00033317. Available from: https://doi.org/10.1590/0102-311X00033317
https://doi.org/10.1590/0102-311X0003331...

7. de Castro Rocha DFN, da Cunha Rosa LR, de Almeida Silva C, de Oliveira BR, Martins TLS, Martins RMB, et al. Epidemiology of HIV, syphilis, and hepatitis B and C among manual cane cutters in low-income regions of Brazil. BMC Infect Dis . 2018 Nov 3;18(1):546. Available from: https://doi.org/10.1186/s12879-018-3439-4
https://doi.org/10.1186/s12879-018-3439-...
-88. Puga MAM, Bandeira LM, Pompilio MA, Rezende GR, Soares LS, de Castro VOL, et al. Screening for HBV, HCV, HIV and syphilis infections among bacteriologically confirmed tuberculosis prisoners: An urgent action required. PLoS One . 2019 Aug 22;14(8):e0221265. Available from: https://doi.org/10.1371/journal.pone.0221265
https://doi.org/10.1371/journal.pone.022...
. Vulnerable populations such as recyclable waste collectors have been shown to contribute to the acquisition of sexually transmitted infections (STI) because of their health, social, behavioral, and environmental deficiencies. Most public health prevention policies associated with these diseases are not accessible to these vulnerable populations33. Rozman MA, Alves IS, Porto MA, Gomes PO, Ribeiro NM, Nogueira LA, et al. HIV infection and related risk behaviors in a community of recyclable waste collectors of Santos, Brazil. Rev Saude Publica. 2008 Oct;42(5):838-43. Available from: https://doi.org/10.1590/S0034-89102008005000042
https://doi.org/10.1590/S0034-8910200800...
.

In Brazil, few studies have investigated the association between risk factors and behavioral patterns of STI susceptibility in this population33. Rozman MA, Alves IS, Porto MA, Gomes PO, Ribeiro NM, Nogueira LA, et al. HIV infection and related risk behaviors in a community of recyclable waste collectors of Santos, Brazil. Rev Saude Publica. 2008 Oct;42(5):838-43. Available from: https://doi.org/10.1590/S0034-89102008005000042
https://doi.org/10.1590/S0034-8910200800...
,99. Marinho TA, Lopes CL, Teles SA, Reis NR, Carneiro MA, de Andrade AA, et al. Prevalence of hepatitis C virus infection among recyclable waste collectors in Central-West Brazil. Mem Inst Oswaldo Cruz. 2013 Jun;108(4):519-22. Available from: https://doi.org/10.1590/S0074-02762013000400021
https://doi.org/10.1590/S0074-0276201300...
,1010. Weis-Torres SMDS, Fitts SMF, Cardoso WM, Higa Junior MG, Lima LA, Bandeira LM, et al. High level of exposure to hepatitis B virus infection in a vulnerable population of a low endemic area: A challenge for vaccination coverage. Int J Infect Dis . 2020;90:46-52. Available from: https://doi.org/10.1016/j.ijid.2019.09.029
https://doi.org/10.1016/j.ijid.2019.09.0...
. Considering the sociodemographic characteristics of recyclable waste collectors and the scarcity of studies on syphilis, this study aimed to estimate the prevalence of syphilis and the factors associated with this infection in recyclable waste collectors in Campo Grande, Central Brazil.

This cross-sectional study was conducted between April 2014 and July 2016 in Campo Grande, Mato Grosso do Sul, Central Brazil. The participants included in this study were recruited from six recycling cooperatives and dumping grounds. The inclusion criteria for the study population were male and female individuals aged over 18 years who worked in dumping grounds or organized recycling cooperatives. The required sample size was estimated to be 231 participants based on the prevalence of syphilis (18.4%)33. Rozman MA, Alves IS, Porto MA, Gomes PO, Ribeiro NM, Nogueira LA, et al. HIV infection and related risk behaviors in a community of recyclable waste collectors of Santos, Brazil. Rev Saude Publica. 2008 Oct;42(5):838-43. Available from: https://doi.org/10.1590/S0034-89102008005000042
https://doi.org/10.1590/S0034-8910200800...
among recyclable waste collectors, considering a 95% confidence interval (CI), 5% margin error, and 20% non-respondents. Of the 727 recyclable waste collectors, approximately 38,3% agreed to participate in the study and had worked at cooperatives and dumping grounds. Participation was voluntary, and participants were informed of the confidentiality of the data and research objectives. After reading and signing the informed consent form, each participant was interviewed face-to-face using a questionnaire to obtain information about sociodemographic characteristics and risk factors associated with syphilis (Supplementary material 1). This study followed the recommendations of the Ethical Committee on Human Research. Therefore, the study protocol was approved by the Ethics Committee of the Federal University of Mato Grosso do Sul (CAAE 23009613.6.0000.0021/13).

Blood samples (10 mL) were collected via a peripheral venous puncture. Serum samples were subjected to a specific treponemal test to determine the lifetime syphilis infection. A commercial enzyme-linked immunosorbent assay kit was used (Syphilis, Diasorin, Italy). The Venereal Disease Research Laboratory (VDRL) test (Wiener lab®, Argentina)was performed (serial dilution of positive samples) to determine whether the disease was active. After the test results were obtained, a medical team assisted the participants with active syphilis infection with a positive VDRL test result. Patients were then referred to the primary healthcare system to receive benzathine penicillin G (BPG). All the participants received information on STI prevention.

The collected data were entered into an Online databaseResearch Electronic Data Capture. The prevalence rates of lifetime syphilis infections and the 95% CI were calculated. Statistical analyses were performed usingStataversion 13 (StataCorp LP, College Station, TX, USA). Univariate analysis was performed to verify the association between each independent and dependent variables (positive for anti-T. pallidum). The multiple logistic regression model included variables with p-value ≤ 0.20. Statistical significance was set atp <0.05.

A total of 350 recyclable waste collectors were invited to participate in the study, of which 278 (79.42%) consented to participate (Figure 1). The ages of the participants ranged from 18 to 70 years (median age: 35.93 years). Fifty percent of the respondents were women (139/278) and 59.71% worked in a dumping ground in Campo Grande City. The age group with the highest number of members was adults aged up to 35 years (58.27%, 162/278). Regarding race/ethnicity, most participants were multiracial, as self-reported by the majority (63.66%, 177/278). Most participants reported regular sexual partnerships (72.7%) and a monthly income of USD 376 or less (56.8%). Of the total participants, 40.3% (112/278) had worked for ten years as a recyclable waste collector.

FIGURE 1:
Flowchart of enrollment of participants tested for syphilis in this study. VDRL: Venereal Disease Research Laboratory.

Among the interviewed participants, 22 tested positive for the anti-T. pallidum(7.91%; 95% CI: 5.25-11.75). Thus, high rates confirmed the prevalence of syphilis, and BPG is the first recommended treatment for syphilis in Brazil1111. Freitas FLS, Benzaken AS, Passos MRL, Coelho ICB, Miranda AE. Brazilian Protocol for Sexually Transmitted Infections 2020: acquired syphilis. Rev Soc Bras Med Trop. 2021 May 17;54(suppl 1):e2020616. Available from: https://doi.org/10.1590/0037-8682-616-2020
https://doi.org/10.1590/0037-8682-616-20...
.

In the univariate analysis, risk factors associated with the prevalence of syphilis were found in individuals aged ≥ 36 years (independent of sex) (p ≤0.001). In addition to age, the incidence of syphilis was higher among recyclable waste collectors who reported a family income lower than $376 than that of their counterparts (p =0.004). The prevalence of syphilis was significantly higher in individuals with lower educational levels (p <0.001) and those who were illiterate (p=0.001) than that of their counterparts. A previous report showed that STIs were associated with a higher prevalence of syphilis (p< 0.001). In this study, symptoms such as wounds/genital ulcers in the last year or lifetime were significantly associated with the prevalence of syphilis (p =0.007 and 0.002, respectively).

Multivariate analysis revealed that schooling from 1 to 4 years (adjusted odds ratio [AOR] = 4.09 [1.10-15.17], p = 0.035), age ≥ 36 years (AOR = 5.7196 [1.507-21.706]), and previous report of STI (AOR = 10.89 [3.37-35.16], p ˂ 0.001) were factors associated with a high prevalence of syphilis (Table 1).

TABLE 1:
Factors associated with lifetime syphilis among recyclable waste collectors in Central Brazil.

This original study is relevant for public health, as it investigates the prevalence and factors associated with syphilis in recyclable waste collectors working in cooperatives and dump grounds in Campo Grande, Central Brazil. In this study, the recyclable waste collector population was considered a poor population, comprising young adults, self-reported multiracial individuals, individuals with regular sexual partners, individuals with a predominance of schooling under 12 years of age, and individuals with a family income of $376 or less. Most individuals have worked as recyclable waste collectors for more than ten years.

The unfavorable sociodemographic and economic aspects of this population directly influence health conditions. These factors are directly associated with the stigmatizing situation of social exclusion, which causes sanitary, social, behavioral, and environmental deficiencies that ensure high vulnerability to infectious diseases99. Marinho TA, Lopes CL, Teles SA, Reis NR, Carneiro MA, de Andrade AA, et al. Prevalence of hepatitis C virus infection among recyclable waste collectors in Central-West Brazil. Mem Inst Oswaldo Cruz. 2013 Jun;108(4):519-22. Available from: https://doi.org/10.1590/S0074-02762013000400021
https://doi.org/10.1590/S0074-0276201300...
.

In addition, a low educational level is associated with a high prevalence of STIs. This is probably because the level of knowledge interferes with decision-making and the degree of awareness of the danger that an STI can represent. These factors determine the adoption of risk behaviors, such as inconsistent condom use, which favors the spread of these diseases1212. Pinto VM, Basso CR, Barros CRDS, Gutierrez EB. Factors associated with sexually transmitted infections: a population-based survey in the city of São Paulo, Brazil. Cien Saude Colet. 2018 Jul;23(7):2423-32. Available from: https://doi.org/10.1590/1413-81232018237.20602016
https://doi.org/10.1590/1413-81232018237...
.

We found a high percentage of lifetime syphilis cases (7.91%; CI 95%: 5.25-11.75). The increase in the number of syphilis cases is associated with health problems worldwide. A substantial increase in syphilis prevalence among MSM revealed that the global syphilis prevalence was 7.5% (95% CI: 7.0-8.0) from 2000-20201313. Tsuboi M, Evans J, Davies EP, Rowley J, Korenromp EL, Clayton T, et al. Prevalence of syphilis among men who have sex with men: a global systematic review and meta-analysis from 2000-20. Lancet Glob Health. 2021 Aug;9(8):e1110-e1118. Available from: https://doi.org/10.1016/S2214-109X(21)00221-7
https://doi.org/10.1016/S2214-109X(21)00...
. Recyclable waste collectors have a high rate of syphilis. Brazilian Health Regulatory Agency published data similar to studies that reported that the prevalence rates of lifetime syphilis in blood donors were 1.08% and 0.95% in Brazil and Central Brazil, respectively1414. Brazilian Health Regulatory Agency (Anvisa). 9° Hemotherapy Production Bulletin (2021). [updated 2022 July 28; cited 2022 august 22]. Available from: Available from: https://www.gov.br/anvisa/pt-br/centraisdeconteudo/publicacoes/sangue-tecidos-celulas-e-orgaos/producao-e-avaliacao-de-servicos-de-hemoterapia
https://www.gov.br/anvisa/pt-br/centrais...
. A higher percentage of lifetime syphilis was found among recyclable waste collectors in Santos City, São Paulo (18.4%; 95% CI: 13.63-23.17)33. Rozman MA, Alves IS, Porto MA, Gomes PO, Ribeiro NM, Nogueira LA, et al. HIV infection and related risk behaviors in a community of recyclable waste collectors of Santos, Brazil. Rev Saude Publica. 2008 Oct;42(5):838-43. Available from: https://doi.org/10.1590/S0034-89102008005000042
https://doi.org/10.1590/S0034-8910200800...
. Considering studies on syphilis conducted in different vulnerable populations, the high prevalence of lifetime syphilis found in this study is consistent with that of a study conducted on prisoners of Mato Grosso do Sul, Central Brazil (10.5%; 95% CI: 9.56-11.67)1515. Correa ME, Croda J, Coimbra Motta de Castro AR, Maria do Valle Leone de Oliveira S, Pompilio MA, Omizolo de Souza R, et al. High Prevalence ofTreponema pallidumInfection in Brazilian Prisoners. Am J Trop Med Hyg. 2017 Oct;97(4):1078-84. Available from: https://doi.org/10.4269/ajtmh.17-0098
https://doi.org/10.4269/ajtmh.17-0098...
. These findings demonstrate that interventions targeting high-burden groups, including recyclable waste collectors, are required to control syphilis.

One factor that intensifies the vulnerability of the studied population is that many recyclable waste collectors reside in invaded areas. Thus, they are not part of the coverage of the primary healthcare system in the region. It is worth noting that access to health services contributes to the screening, treatment, and interruption of syphilis transmission. This study provided recyclable waste collectors access to treatment, information on prevention, and healthcare during data collection. Recyclable waste collectors received guidance and multi-professional care from the healthcare team at the Federal University of Mato Grosso do Sul.

After performing multivariate analysis, a higher prevalence of lifetime syphilis was observed in individuals with lower educational levels, a history of STI, and those aged 36 years or older. The lack of knowledge about the signs and symptoms of STIs and difficulty in accessing health services may contribute to syphilis transmission in vulnerable populations. In addition, patients with syphilis and other STIs are often asymptomatic, facilitating the efficient transmission of these infections1212. Pinto VM, Basso CR, Barros CRDS, Gutierrez EB. Factors associated with sexually transmitted infections: a population-based survey in the city of São Paulo, Brazil. Cien Saude Colet. 2018 Jul;23(7):2423-32. Available from: https://doi.org/10.1590/1413-81232018237.20602016
https://doi.org/10.1590/1413-81232018237...
.

Age more than 36 years was a statistically significant factor (p ≤ 0.001). This direct association may suggest that with increasing age, the risk of acquiring STIs such as syphilis by exposure increases over time77. de Castro Rocha DFN, da Cunha Rosa LR, de Almeida Silva C, de Oliveira BR, Martins TLS, Martins RMB, et al. Epidemiology of HIV, syphilis, and hepatitis B and C among manual cane cutters in low-income regions of Brazil. BMC Infect Dis . 2018 Nov 3;18(1):546. Available from: https://doi.org/10.1186/s12879-018-3439-4
https://doi.org/10.1186/s12879-018-3439-...
. An association found between syphilis and age ≥ 36 years should be interpreted with caution since the majority of the studied population was over 35 years old. Additionally, no cases of syphilis were found in individuals aged 18-27 years.

Another hypothesis that may reinforce the risk associated with exposure time is the cultural characteristics of the history of STI, which are probably due to inconsistent condom use. Although condom use was not associated with multivariate analysis, recyclable waste collectors reported irregular condom use, which increased the risk of exposure and transmission.

This finding has also provided essential data for health authorities, showing that prevention policies for STIs are not working adequately for young adults.

The present study has some limitations. First, information was obtained through interviews, which allowed the omission of responses mainly related to sexual behavior, resulting in an underestimation of the variables. Second, some information required desirability of the memory of the trial participant, which could lead to difficulty in remembering. Third, as a cross-sectional study, exposure and outcomes were simultaneously assessed. Therefore, it is impossible to infer causality because a temporal sequence cannot be established. Despite these limitations, the experiences provided during the interviews, blood collection, delivery of results, and guidance on healthcare represented a significant opportunity, self-knowledge, and personal growth for the study population. In addition, the results of this study provide relevant data on the prevalence of syphilis in a vulnerable population, presenting unique information that can guide the planning of syphilis control and prevention strategies.

ACKNOWLEDGMENTS

The authors would like to thank the presidents of recycling cooperatives and dumping ground administration for their full support during the study period. We thank all recyclable waste collectors, and the Federal University of Mato Grosso do Sul staff.

REFERENCES

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    Ghanem KG, Ram S, Rice PA. The Modern Epidemic of Syphilis. N Engl J Med. 2020;382(9):845-54. Available from: https://doi.org/10.1056/NEJMra1901593 PMID: 32101666.
    » https://doi.org/10.1056/NEJMra1901593 PMID: 32101666
  • 2
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    » https://doi.org/10.1177/1178633719883282
  • 3
    Rozman MA, Alves IS, Porto MA, Gomes PO, Ribeiro NM, Nogueira LA, et al. HIV infection and related risk behaviors in a community of recyclable waste collectors of Santos, Brazil. Rev Saude Publica. 2008 Oct;42(5):838-43. Available from: https://doi.org/10.1590/S0034-89102008005000042
    » https://doi.org/10.1590/S0034-89102008005000042
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    Mitchell KM, Cox AP, Mabey D, Tucker JD, Peeling RW, Vickerman P. The impact of syphilis screening among female sex workers in China: a modelling study. PLoS One. 2013;8(1):e55622. Available from: https://doi.org/10.1371/journal.pone.0055622
    » https://doi.org/10.1371/journal.pone.0055622
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    Zhou Y, Li D, Lu D, Ruan Y, Qi X, Gao G. Prevalence of HIV and syphilis infection among men who have sex with men in China: a meta-analysis. Biomed Res Int. 2014;2014:620431. Available from: https://doi.org/10.1155/2014/620431
    » https://doi.org/10.1155/2014/620431
  • 6
    Barros CVL, Galdino Júnior H, Rezza G, Guimarães RA, Ferreira PM, Souza CM, et al. Bio-behavioral survey of syphilis in homeless men in Central Brazil: a cross-sectional study. Cad Saude Publica. 2018 Jun 25;34(6):e00033317. Available from: https://doi.org/10.1590/0102-311X00033317
    » https://doi.org/10.1590/0102-311X00033317
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    » https://doi.org/10.1186/s12879-018-3439-4
  • 8
    Puga MAM, Bandeira LM, Pompilio MA, Rezende GR, Soares LS, de Castro VOL, et al. Screening for HBV, HCV, HIV and syphilis infections among bacteriologically confirmed tuberculosis prisoners: An urgent action required. PLoS One . 2019 Aug 22;14(8):e0221265. Available from: https://doi.org/10.1371/journal.pone.0221265
    » https://doi.org/10.1371/journal.pone.0221265
  • 9
    Marinho TA, Lopes CL, Teles SA, Reis NR, Carneiro MA, de Andrade AA, et al. Prevalence of hepatitis C virus infection among recyclable waste collectors in Central-West Brazil. Mem Inst Oswaldo Cruz. 2013 Jun;108(4):519-22. Available from: https://doi.org/10.1590/S0074-02762013000400021
    » https://doi.org/10.1590/S0074-02762013000400021
  • 10
    Weis-Torres SMDS, Fitts SMF, Cardoso WM, Higa Junior MG, Lima LA, Bandeira LM, et al. High level of exposure to hepatitis B virus infection in a vulnerable population of a low endemic area: A challenge for vaccination coverage. Int J Infect Dis . 2020;90:46-52. Available from: https://doi.org/10.1016/j.ijid.2019.09.029
    » https://doi.org/10.1016/j.ijid.2019.09.029
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    Freitas FLS, Benzaken AS, Passos MRL, Coelho ICB, Miranda AE. Brazilian Protocol for Sexually Transmitted Infections 2020: acquired syphilis. Rev Soc Bras Med Trop. 2021 May 17;54(suppl 1):e2020616. Available from: https://doi.org/10.1590/0037-8682-616-2020
    » https://doi.org/10.1590/0037-8682-616-2020
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    Pinto VM, Basso CR, Barros CRDS, Gutierrez EB. Factors associated with sexually transmitted infections: a population-based survey in the city of São Paulo, Brazil. Cien Saude Colet. 2018 Jul;23(7):2423-32. Available from: https://doi.org/10.1590/1413-81232018237.20602016
    » https://doi.org/10.1590/1413-81232018237.20602016
  • 13
    Tsuboi M, Evans J, Davies EP, Rowley J, Korenromp EL, Clayton T, et al. Prevalence of syphilis among men who have sex with men: a global systematic review and meta-analysis from 2000-20. Lancet Glob Health. 2021 Aug;9(8):e1110-e1118. Available from: https://doi.org/10.1016/S2214-109X(21)00221-7
    » https://doi.org/10.1016/S2214-109X(21)00221-7
  • 14
    Brazilian Health Regulatory Agency (Anvisa). 9° Hemotherapy Production Bulletin (2021). [updated 2022 July 28; cited 2022 august 22]. Available from: Available from: https://www.gov.br/anvisa/pt-br/centraisdeconteudo/publicacoes/sangue-tecidos-celulas-e-orgaos/producao-e-avaliacao-de-servicos-de-hemoterapia
    » https://www.gov.br/anvisa/pt-br/centraisdeconteudo/publicacoes/sangue-tecidos-celulas-e-orgaos/producao-e-avaliacao-de-servicos-de-hemoterapia
  • 15
    Correa ME, Croda J, Coimbra Motta de Castro AR, Maria do Valle Leone de Oliveira S, Pompilio MA, Omizolo de Souza R, et al. High Prevalence ofTreponema pallidumInfection in Brazilian Prisoners. Am J Trop Med Hyg. 2017 Oct;97(4):1078-84. Available from: https://doi.org/10.4269/ajtmh.17-0098
    » https://doi.org/10.4269/ajtmh.17-0098
  • Financial Support: No funding source was specifically headed for this work.

Publication Dates

  • Publication in this collection
    12 Feb 2024
  • Date of issue
    2024

History

  • Received
    12 June 2023
  • Accepted
    12 Dec 2023
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