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Systematic Review

Syphilis as Re-Emerging Disease, Antibiotic Resistance, and Vulnerable Population: Global Systematic Review and Meta-Analysis

by
Yaneth Citlalli Orbe-Orihuela
,
Miguel Ángel Sánchez-Alemán
,
Adriana Hernández-Pliego
,
Claudia Victoria Medina-García
and
Dayana Nicté Vergara-Ortega
*
Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico
*
Author to whom correspondence should be addressed.
Pathogens 2022, 11(12), 1546; https://doi.org/10.3390/pathogens11121546
Submission received: 5 November 2022 / Revised: 7 December 2022 / Accepted: 11 December 2022 / Published: 15 December 2022
(This article belongs to the Special Issue Epidemiology of Pathogenic Agents)

Abstract

:
Syphilis is a sexually transmitted disease that has become a public health problem, especially in vulnerable populations. A systematic review and time-free meta-analysis of the publications on the molecular detection of syphilis and mutations associated with antibiotic resistance, CORE group, and syphilis genotypes in PubMed databases, Scielo, and Cochrane was performed, and the last search was conducted in June 2022. Proportions were calculated, and standard errors and confidence intervals were reported for all results of interest. We included 41 articles for quantitative extraction and data synthesis. An increase was observed in the proportion of subjects diagnosed with syphilis and the presence of the A2058G mutation during the 2018–2021 period compared to 2006 (70% 95%CI 50–87 vs. 58% 95%CI 12–78), and we observed that the greater the proportion of the population participating in men who have sex with men (MSM) (<50% and >50%) syphilis increased (78% 95%CI 65–90 vs. 33% 95%CI 19–49). In conclusion, we suggest that there are a set of characteristics that are contributing to the resurgence of syphilis and the selective pressure of bacteria. The MSM population could be a vulnerable factor for this scenario and the global presence of A2058G and A2059G mutations that confer resistance to macrolides.

1. Introduction

Syphilis is a sexually transmitted disease (STD) caused by Treponema pallidum (T. pallidum). In the late 1990s, people thought that syphilis had disappeared. Years later, this stealth pathogen re-emerged as a public health problem, especially in vulnerable populations such as men who have sex with men (MSM), people living with HIV (PLWH), female sex workers (FSWs), male sex workers (MSWs), people deprived of liberty, and pregnant women [1,2,3,4].
The Centers for Disease and Control (CDC) in 2017 reported that 15–20% of people in the U.S.A. had a previous syphilis infection, and between 2013 and 2017, there was an increase in cases of up to 76%. According to the Health Data Organization, the estimated global prevalence is 49.7% (95%CI 38.3–66) per million cases of syphilis. For women, the estimated prevalence was 18.7% (95%CI 14.9–24.1) and 31% (95%CI 23.1–41.8) per million cases for men. It seems that the global burden of the disease relapses in the male population [5]. The World Health Organization (WHO) estimated 7 million new syphilis cases in 2020 [6].
The risk factors associated with acquired syphilis are sexual behavior, serosorting among PLWH, multiple sexual partners, the use of preexposure prophylaxis (PrEP) to compensate for HIV risk behavior, and social networking sites or mobile device apps to find sex partners [7]. In 2018, at least 33,927 cases of syphilis were reported in 29 European Union/European Economic Area member states by the European Surveillance System (TESSY), with a raw rate of seven cases per 100,000 population. The reported syphilis rates were nine times higher in men than in women, 29 cases per 100,000 population, and showed a peak age of onset of 25 to 45-years, in men [8].
Although syphilis is a mandatory reporting disease worldwide, the problem increases when it presents asymptomatically. It is believed that nearly 43% of people with acquired syphilis do not present with any clinical symptoms [9]. Due to these factors, the disease may be misdiagnosed. Many countries, including Mexico, have scarce information and reports. There is an urgent need to evidence the increasing number of cases and pay special attention to this old enemy, even more so in vulnerable populations [1].
The diagnosis of syphilis is based on clinical symptoms and confirmatory laboratory tests. There are treponemal tests (i.e., ImmunoSorbent-ELISA Linked Enzyme Assay) and nontreponemal tests (i.e., Venereal Disease Research Laboratory test-VDRL and Rapid Plasma Reagin-RPR). The nontreponemal tests (NT) have been routinely used because they are simple to operate, inexpensive, and rapid, although the sensibility is relatively low in the diagnosis of syphilis and is dependent on the stages (62–78% in primary syphilis, 97–100% for secondary syphilis, and 82–100% for early latent syphilis). In case of treponemal tests, the sensibility and specificity are better than non-treponemal tests (100% in secondary syphilis, 95.2–100% sensitive in early latent syphilis, and 86.8–98.5% sensitive in late latent syphilis). However, detection of antibodies by treponemal tests in the evaluation of treatment efficacy are difficult, and itis not possible to distinguish between active stage and previously treated infection [10]. Recently, the CDC approved the use of polymerase chain reaction (PCR) for testing of T. pallidum on suspected primary lesions, as one of the recommended tests. PCR specificity and sensibility have been high (96.6% and 78.4%, respectively) in cases of primary syphilis, with respect to clinical diagnosis, and better than serology, as it does not require the presence of antibodies or large numbers of bacteria for microscopy, and has been suggested to be a complementary technique in the detection of syphilis [11,12,13].
T. pallidum has been rising in recent years [14]. According to the WHO, use of macrolides and tetracycline as an alternative treatment for syphilis has increased [14]. This is especially true in people with allergies or in countries where penicillin is not easily accessible (i.e., Australia, Cambodia, New Zealand, and the Philippines) [15]. Along with increasing cases of syphilis, antimicrobial resistance (AMR) is emerging. Macrolide and tetracycline resistance has been the main focus of epidemiological surveillance. Punctual mutations such as A965T and G1058C, in 16S rRNA, and A2058G and A2059G, in 23S rRNA, have conferred T. pallidum resistance, even when treated with tetracyclines and macrolides. These last mutations are the most frequent and well-studied.
For these reasons, the aim was to systematically review and integrate epidemiological evidence, with respect to syphilis reemergence and the increase in AMR from A2058G and A2059G point mutations worldwide, as well as to quantitatively summarize evidence by conducting a meta-analysis.

2. Materials and Methods

We performed a systematic review and meta-analysis according to the PRISMA Declaration (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) [16], that has the PROSPERO (International Prospective Register of Systematic Reviews) ID: CRD42022369676.
We searched publications regarding the molecular detection of syphilis, mutations associated with antibiotic resistance, core group, and syphilis genotypes in the databases PubMed (Public Medline): https://pubmed.ncbi.nlm.nih.gov/ (accessed on 25 June 2022), Scielo (Scientific Electronic Library Online) https://www.scielo.org/ (accessed on 25 June 2022), and Cochrane: https://www.cochranelibrary.com/cdsr/reviews (accessed on 25 June 2022).
Preliminary studies were selected using the following search algorithm: (“syphilis”, OR “T. pallidum” OR “Treponema pallidum” OR “prevalence of syphilis” AND “MSM” OR “Men sex men” AND “heterosexual” AND “pregnant” AND “PLWH” OR “people living with HIV” AND “penicillin” OR “penicillin g benzathine” AND “doxycycline” AND “azithromycin” AND “ampicillin” AND “macrolides” AND “tetracycline” AND “genotyping” AND molecular characterization” AND “mutations of resistance to antibiotics” AND “A2058G” AND “A2059G”. There was no time period restriction, and the last search was performed in June 2022.
Three authors screened (YCOO, AHP, and CVMG) evaluated independently (triple-blind) the titles, abstracts, and finally, the full texts of relevant studies according to eligibility criteria; duplicate reports were excluded. Discrepancies were resolved by the author DNVO.
Our search was based on the following research questions: (1) Is there an increase in syphilis worldwide? (2) Are MSM the core population group in syphilis transmission? (3) Is there published evidence about point mutations that confer antibiotic resistance in T. pallidum as a causal agent of syphilis? and (4) Is there an association between syphilis genotypes and antibiotic resistance? Taking into account the components of the PECOS declaration (population, exposure, comparators, results, and study design) [17], we applied the following eligibility criteria: (1) literature published in English and Spanish that was studied only in humans and on any date, (2) original observational studies (prospective and retrospective), (3) molecular detection of T. pallidum DNA and antibiotic resistance confirmed with PCR assay in the same article, (4) excluded gray literature, and 5) excluded abstract and full text not available.

2.1. Data Extraction

From eligible studies, information was extracted independently by the authors AHP, CVMG, and two other authors (YCOO and MASA) conducted the peer review, with discrepancies between information discussed by the four researchers. The following data were collected in a standard form for each article: first author and publication year; continent; study design; recruitment year; sample size; sex; age range or median/mean in years; a sample size of MSM population; sample size of PLWH; the proportion of molecular detection of syphilis; proportion of A2058G mutations; proportion of A2059G mutations; previous treatment; strain of T. pallidum; place where the participants were recruited; and the economic income of the country. In cases where data was missing in the studies, we communicated directly with the authors to request this information.
The quality assessment of each study was carried out independently from the Newcastle–Ottawa Scale (NOS) [18], modified to evaluate cross-sectional studies (Table S1). Discrepancies in article quality scores were resolved by consensus, and a final grade was assigned.
The last author (DNVO) served as arbiter and made a final determination regarding the discrepancies in the data extraction and quality assessment.

2.2. Statistical Analysis

Crude proportion estimates were calculated, and standard errors (SEs) were reported for all outcomes of interest: the molecular detection of syphilis, the proportion of A2058G mutations, and A2059G of 23S rRNA T. pallidum. We use meta-analyses of the random effects model to pool estimates (with 95% confidence intervals [95%CIs], using the command “metaprop” in Stata, which can incorporate prevalence close to zero or one, using Freeman-Tukey double arcsine transformation [19]. The presence of heterogeneity between the selected studies was evaluated using the Cochran Q test and quantified with the I2 test (p value of <0.05 was defined as indicative of a statistically significant difference in results) [20].
Subgroup analysis was performed to identify sources of heterogeneity. The proportion of molecular detection of syphilis and A2058/A2059G were independently evaluated by reporting year, continent, the economic income of the country, and population type.
The proportion estimates of syphilis and A2058G/A2599G mutations were stratified over periods of years (2006–2012, 2013–2017, and 2018–2021) by continent (Europe, America, Oceania, Asia, and Africa) and were classified by the low, low-middle, upper-middle, and high economic income levels of the country, according to the World Bank [21], and the upper middle-income economic stratum was subdivided in studies that were conducted in China vs. studies that were not conducted in this country. In addition, they were classified by the characteristics of the population (MSM, FSWs, and PLWH). Since the majority of people were recruited in clinics for Sexually Transmitted Infections (STI), the remaining studies worked as unreported data. The MSM group was categorized as more than 50% (>50%) and less than 50% (<50%) of the total population that participated in each eligible study. Furthermore, to evaluate the proportion of A2058G and A2059G mutations, we stratified with the data of previous antibiotic treatment.
We assessed the potential presence of publication bias in the meta-analysis through visual inspection of funnel plots in search of asymmetric patterns and by Egger testing (p value < 0.10) [22].
All statistical analyses were performed with the Stata statistical package (version 14, release 2021; StataCorp, College Station, TX, USA).

3. Results

3.1. Characteristics of Study Eligible

Initially, 1449 articles were identified in the PubMed (n = 1412), Scielo (n = 2), and Cochrane (n = 35) databases, of which 490 duplicate articles were manually excluded. After reviewing titles and abstracts, 913 articles were excluded as they were not considered relevant to the objectives of this review. The full text of 46 articles was reviewed, excluding 5 articles that did not meet the T. pallidum determination by PCR. Finally, 41 articles were retained for quantitative extraction and synthesis of data (Figure 1).
The study characteristics are presented in Table 1. All eligible studies (n = 41) were cross-sectional in design; three studies were performed in Africa, thirteen in America, twelve studies were performed in Asia and Europe, and only one study was performed in Oceania. The sample sizes ranged from 26 to 3037 participants. In most studies, people of both sexes were included, but there was greater participation of male subjects compared to the female population (mean of 154 vs. 75, respectively). The age range was reported to be between 0.1 and 97.3 years. According to the characteristics of the population type, we observed that Coelho EC et al. exclusively included the FSW population [23]. Similarly, the study conducted by Mikalová L et al. exclusively included people living with HIV (PLWH) [24], and Liu D et al. indicated that the population included in their study was the general population [25]. Almost 61% (25/41) of the studies included a proportion of MSM in their total population. The population was recruited mostly in clinics specializing in sexually transmitted infections (STIs) (32/41, 78%); four studies reported that the population came from general care clinics, and two studies were performed in HIV care clinics (Table 1).
Fifteen articles reported data on previous antibiotic treatment (6 to 12 months before recruitment in the study). Two more studies reported reported that they excluded from their study the participants who taken antibiotics 12 months before, were excluded. In the remaining 24 studies, there was no report of these data. Approximately 25/41 (61%) of the articles reported T. pallidum genotyping, of which 19 reported a higher frequency of strain 14d. More than half of the studies (22/41, 53.7%) were classified within the high economic income level, 16 studies in the upper middle economic income, and 3 in the low economic income (Table 1).
All studies reported the proportion and/or the number of samples/patients with positive PCR of T. pallidum. The A2058G mutation of 23S rRNA T. pallidum was studied in 39/41 (95%) articles, of which only 36 identified this mutation. Only 25/41 studies analyzed the T. pallidum A2059G mutation, and 11 of them were able to amplify it (Table 1).
Most of the studies (37/41, 90%) used lesion samples for the molecular detection of T. pallidum and point mutations, and all studies reported patients with primary syphilis (Table S2).

3.2. Bias Risk Assessment

According to the criteria of the NOS scale adapted for cross-sectional designs, 24/41 studies were of high quality, and 44% were of moderate quality (Table 2). There was no evidence of publication bias when using the Egger test (data not shown).

3.3. Meta-Analysis of Proportion of Syphilis and Antibiotic Resistance

We evaluated the proportion of molecular detection of syphilis from eligible studies (n = 41) and observed an overall proportion of molecular detection of syphilis of 66% (95%CI 54–74), with a heterogeneity of 99.25% (p < 0.001) (Figure S1). Therefore, the periods of the year (2006–2012; 2013–2017; and 2018–2021) were analyzed as possible variables involved in heterogeneity. In this meta-analysis, we observed an increase in the proportion of subjects diagnosed with syphilis over the year (58% 95%CI 38–78; 66 95%CI 50–80; and 70 95%CI 50–87, respectively); the heterogeneity value for all groups (intra-groups) was I2 > 99%, p < 0.001 (Figure 2). Figure 2 shows the proportion of syphilis diseases stratified by year period (2006–2012; 2013–2017; and 2018–2021). The proportional overall was 0.65 (95% CI 0.54–0.74) Estimates of the proportion (%) of the molecular detection of syphilis by period year. ES, Error Standard, CI, and confidence interval.
Subsequently, we stratified by type of population, and we observed that the higher the percentage of the MSM population, according to the total of participated in the study (<50% and >50%), the higher the rate at which syphilis increased (33% 95%CI 19–49%; I2 = 99.03%, p < 0.001) vs. 78% (95%CI 65–90; I2 = 98.31, p < 0.001). Studies that did not report the type of population resulted in 72% (95%CI 54–88, I2 = 99.33%, p < 0.001) (Figure 3). Figure 3 shows the proportion of syphilis diseases stratified by type of population (percentage of MSM population participating in each study; they do not report (not reported) any characteristics of the population; General population; HIV population and FSW population). Estimates of the proportion (%) of the molecular detection of syphilis by type of population. ES, Error Standard, CI, and confidence interval.
We assessed the meta-analysis of resistance to specific groups of antibiotics (macrolides and tetracyclines), and we observed that there was only one report that identified resistance to tetracycline (data not included). However, there were no changes in the estimators when only A2058G mutations were included, so only analyses with macrolide resistance mutations were addressed (A2058G/A2059G).
The detected overall proportion of the A2058G mutation of 23S rRNA T. pallidum was 58% (95%CI 42–73, I2 98.97%, p < 0.001) (Figure S2). When evaluating the presence of macrolide resistance mutations by periods of years, we realized that the increase in the A2058G mutation of 23S rRNA T. pallidum was proportional to the period (2006–2012: 39% 95%CI 15–65; 2013–2017: 55% 95%CI 27–81; 2018–2021: 76% 95%CI 54–90), and intragroup heterogeneity was >97%, p < 0.001). (Figure 4). Figure 4 shows the estimates of the proportion (%) of the mutation A2058G by period year (2006-2012, 2013–2017, 2018–2021). The proportion overall was 0.58 (95% CI 0.42–0.73) ES, Error standard; CI, confidence interval.
When stratified by continent, Asia presented a greater proportion of A2058G mutations (76%; 95%CI 41–98), followed by studies in Europe (61%; 95%CI 38–81). The Americas showed a proportion of 52% 95%CI 30–73) and the group of countries in the African continent presented a proportion of 4% (95%CI 0–23). We did not have intra-group proportions for Oceania since only 1 article was included. On the other hand, although few studies identified the A2059G mutation, we noticed proportions of this mutation in the countries belonging to America of 4% (95%CI 1–8) and Europe of 2% (95%CI 0–5) (Figure 5).
We analyzed the A2058G mutation according to economic income level and found a proportion of 70% (95%CI 58–81) in studies conducted in countries with a high-income level. In countries with a low-income level, the proportion was 4% (95%CI 0–23). Interestingly, we observed an increase in the A2058G mutation in studies conducted in China, compared with studies not performed in this country (73% 95%CI 31–99) vs. 24 (95%CI 0–63). (Figure 6).

4. Discussion

In this work, we quantified the overall molecular detection of syphilis disease and the proportion of A2058/A2059 mutations that confer macrolide resistance from studies that met the eligibility criteria. The hypothesis of our work was based on the increase in the prevalence of syphilis and mutations conferring resistance to macrolides.
Although the characteristics of the studies and the complexity of the identification of antibiotic resistance mutations did not allow us to find the source of heterogeneity, we were able to recognize potential sources such as the participating MSM population, the yearly period of the report, continents, and/or income level of the country where the studies were done.
Several sources have reported a significant increase in cases of T. pallidum infection, which is consistent with our results, given that we identified an increase in the combined proportion of molecular detection syphilis in the period 2018–2021. According to the WHO in 2019, there were 6.3 million men and women aged 15 to 49 with infections caused by T. pallidum [61]; however, the CDC stated in the STI surveillance report in 2020 that syphilis cases increased by 7% compared to the previous year [62]. We observed an increase in the number of cases of syphilis, and therefore suggest that this disease could become a re-emerging disease.
Although the search for the studies did not focus on MSM, most included a significant percentage of that population. We noticed a higher combined proportion of syphilis in studies reporting a percentage of MSM participants greater than 50%, which suggests that this population could be the new core group of the disease. Chew et al. identified that the MSM population infected with T. pallidum increased significantly between 1999 and 2008; these authors indicate that this increase is due to high-risk sexual practices [63].
When analyzing the mutations of resistance, we observed a 50% increase in the combined proportion of the A2058G mutation in 2018–2021, compared to 2006–2012. A study conducted by Grimes et al. identified an increase in the A2058G mutation in samples from patients in San Francisco and Dublin over a period of 5 years [60], which is consistent with our results.
Similarly, the combined proportion was higher in studies conducted in Asia than in those conducted in other continents. This could be due to most of the studies having been conducted in China, and this approach was best observed when stratified by economic income, where the proportion of the A2058G mutation was higher in this country. China has a serious problem of antibiotic resistance; some studies estimate that more than 80% of antibiotics are prescribed in the diagnosis of influenza, in addition to being used inordinately in the food industry [59,64]. In contrast, a lower combined proportion was obtained in African countries; a study by Müller and collaborators suggests that the low proportion of the A2058G mutation in these countries is due to the low availability of macrolides [39]. Studies that identified A2059G had a very low frequency, which could be because this mutation was recently identified [65]. However, we can observe that in the opposite case, regarding the mutation A2058G, the countries with the highest combined proportion were those that belonged to the American continent, which suggests further screening of this mutation and further identification of characteristics of the population that could be associated with the point mutation A2059G of 23S rRNA T. pallidum.
In this work, it is important to note that this public health problem is not only the increasing rate of T. pallidum infection, but also identifying the central group that maintains transmission and could therefore be the cause of the spread of this disease. The second scenario focuses on the global epidemic of antibiotic resistance, in which syphilis disease has not been free of this scenario. Therefore, it is essential to have efficient tools for the identification, genotyping, and diagnosis of antibiotic-resistant T. pallidum and therefore, provide effective treatment against the disease and prevent the spread of strains resistant to this antibiotic.
According to the CDC’s STI treatment guidelines [15] alternative antibiotics to macrolides (including erythromycin and azithromycin) are recommended in 16 countries; the duration of treatment with this antibiotic is approximately two weeks for early syphilis and four week for late syphilis, but the evidence is limited for treatment efficacy of alternative treatment [15]. The latter are allowed only when penicillin is not available or when the patient is allergic to penicillin, or when trained personnel and injection equipment are scarce [15]. Currently, macrolides are highly recommended for the treatment of syphilis, because its activity in vitro against T. pallidum, reaches high levels in tissues and it has a long half-life [66], however, there is insufficient evidence of treatment failures and a high rate of T. pallidum chromosomal mutations associated with azithromycin resistance and other macrolides. So, this use is inconsistent with current CDC guidelines, which occurs more frequently outside the United States, which is a consequence of ease of administration (i.e., oral and single dose) or by alternatives for populations with specific characteristic (i.e., allergies, etc.) [12,13,63].
However, there is a variety of evidence showing that treatment with macrolides has more disadvantages than advantages. According to the CDC, Erythromycin and azithromycin should not be used in pregnant women as there is insufficient evidence of successful syphilis treatment [12]. In addition, there are genetic characteristics of the bacteria, such as the change from adenine (A) to guanine (G), at positions A2058 and A2059, in the 23S rRNA gene of T. pallidum [67,68] addressed in this study.
The limitation of this study is not being able to analyze whether there is a higher proportion of the A2058G/A2059G mutations associated with previous antibiotic treatment since most of the eligible studies did not contain these data (information was requested from the authors, but they did not have this); however, the meta-analysis was carried out and no difference was found between those who received versus those who did not receive previous treatment (data not shown). There are some other concerns about the development of antibiotic resistance, the use of Postexposure Prophylaxis (PEP), and Pre-Exposure Prophylaxis for STI Prevention (PREP), which have been reported [14]. Some studies have reported that administration of azithromycin and doxycycline as PEP or PREP demonstrated reduced gonorrhea, chlamydia, and syphilis [69,70,71]. However, further studies are needed to determine the effectiveness of the use of antimicrobials for PrEP or PEP STIs, and the potential impact on the development of antibiotic resistance [14].
In addition, the lack of information on T. pallidum genotyping (especially complete genotyping or use of 2–3 genes; probably due to the nature of the bacteria and the difficulty of its culture) did not allow us to address whether the strains are related to the presence of macrolide mutations. According to Marra et al., the increase in A2058G mutations could be due to the excessive use of macrolides in infections unrelated to syphilis and is significantly associated with a higher prevalence of resistant T. pallidum strains [72]. The strength of our work was the inclusion of eligible studies that performed only the direct detection of T. pallidum and antibiotic resistance mutations by molecular methods. Shukalek CB, et al. indicated that PCR had a specificity of 99.9% and sensitivity of 78.4% for the detection of T. pallidum [13], which allows an objective evaluation, since most studies confirmed the diagnosis of syphilis with molecular tests.

5. Conclusions

Syphilis can be diagnosed in a timely manner and is a curable disease; however, syphilis cases are increasing, leading to re-emergence. We note that most of the studies included a percentage of MSM in such a way that this population appears to be the new core group, and could be related to the spread of this public health problem. The global presence of mutations A2058G and A2059G in the 23S rRNA gene of T. pallidum (which confers macrolide resistance) could be the consequence of selection pressure in recent years, due to the excessive use of diverse antibiotics (not the first line of treatment for syphilis).
There are a set of characteristics that could be causing the increase of cases of this disease and bacterial evolution. In recent years, it has been shown that the trend in the use of indistinct antibiotics to penicillin contributes significantly to antimicrobial resistance. Although the evolution of T. pallidum is slow, we do not rule out its addition to the Global Antimicrobial Resistance and Use Surveillance Systems (GLASS) list by the WHO. Therefore, it is important to establish strategies that help to efficiently diagnose syphilis and help to have stricter surveillance of treatment, and prevent increased antibiotic resistance.
Although this work does not focus on any characteristic on the place of recruitment of the population, most of the eligible studies were conducted in STI clinics, of more information is needed on the dynamics of this disease in the general population.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/pathogens11121546/s1. Table S1: The Newcastle-Ottawa Scale (NOS) modified to evaluate cross-sectional studies; Table S2: Continuity of descriptive characteristics of eligible studies; Figure S1: Meta-analysis of proportion of molecular detection of syphilis; Figure S2: Meta-analysis of the proportion of A2058G mutations of the eligible studies

Author Contributions

Conceptualization and design D.N.V.-O., M.Á.S.-A. and Y.C.O.-O.; methodology, A.H.-P., C.V.M.-G., Y.C.O.-O. and D.N.V.-O.; data acquisition and software, Y.C.O.-O., C.V.M.-G., A.H.-P., D.N.V.-O. and M.Á.S.-A.; validation, D.N.V.-O., M.Á.S.-A., Y.C.O.-O., C.V.M.-G. and A.H.-P.; formal analysis, Y.C.O.-O., M.Á.S.-A. and D.N.V.-O.; investigation, Y.C.O.-O., C.V.M.-G., A.H.-P., D.N.V.-O., M.Á.S.-A.; resources, D.N.V.-O. and M.Á.S.-A.; data curation, Y.C.O.-O., C.V.M.-G., A.H.-P. and D.N.V.-O.; writing—original draft preparation, Y.C.O.-O. and D.N.V.-O.; writing—review and editing, Y.C.O.-O., D.N.V.-O. and M.Á.S.-A.; visualization M.Á.S.-A. and Y.C.O.-O., supervision, M.Á.S.-A.; project administration, D.N.V.-O.; funding acquisition, D.N.V.-O. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Convocatoria Ciencia Básica y/o Ciencia de Frontera, Modality: Paradigmas y Controversias de la Ciencia 2022, Consejo Nacional de Ciencia y Tecnología (CONACyT). Funding number: Project 320696.

Acknowledgments

The researcher YCCO thanks the postdoctoral scholarship received by the project 320696 (Convocatoria Ciencia Básica y/o Ciencia de Frontera, Modality: Paradigmas y Controversias de la Ciencia 2022, Consejo Nacional de Ciencia y Tecnología (CONACyT). In addition, the researcher DNVO (CVU 486829) thanks for the post-doctoral fellowship received (3589134) and AHP for the doctoral fellowship under 753817 scholarship.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. The PRISMA diagram statement for reporting systematic reviews and meta-analyses. Flow diagram of study selection of the 41 eligible studies according to the PRISMA statement reporting systematic and meta-analysis.
Figure 1. The PRISMA diagram statement for reporting systematic reviews and meta-analyses. Flow diagram of study selection of the 41 eligible studies according to the PRISMA statement reporting systematic and meta-analysis.
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Figure 2. Forest plot of meta-analysis of the molecular detection of syphilis by year period.
Figure 2. Forest plot of meta-analysis of the molecular detection of syphilis by year period.
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Figure 3. Forest plot of meta-analysis of the molecular detection of syphilis by population type.
Figure 3. Forest plot of meta-analysis of the molecular detection of syphilis by population type.
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Figure 4. Meta-analysis of proportion mutation A2058G by year period.
Figure 4. Meta-analysis of proportion mutation A2058G by year period.
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Figure 5. Estimates of the proportion (%) of the mutations of 23s rRNA T. pallidum by continent. In solid colors are the observed countries (stratified by continent) in which mutation detection studies were carried out.
Figure 5. Estimates of the proportion (%) of the mutations of 23s rRNA T. pallidum by continent. In solid colors are the observed countries (stratified by continent) in which mutation detection studies were carried out.
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Figure 6. Proportion of A2058G mutation by economic income level. Classified by low, low-middle, upper-middle and high economic income level of the country according to the World Bank.
Figure 6. Proportion of A2058G mutation by economic income level. Classified by low, low-middle, upper-middle and high economic income level of the country according to the World Bank.
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Table 1. Descriptive characteristics of eligible studies [12,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60].
Table 1. Descriptive characteristics of eligible studies [12,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60].
First Author,
Publication Year
ContinentCountryRecruiment YearSample Size (n)SexAge Range or Median/Mean (Years)MSM
Population (n)
HIV
Population (n)
Syphilis
Molecular Detection (%)
A2058G
Mutation
(%)
A2059G Mutation (%)Previous
tx
StrainRecruiting
Place
Income Economies
Bourgeois G, 2021 [26]EuropeFrance2018119BothNR6NR13.9539NENONESTI clinicHigh
Mitchell SJ, 2006 [27]AmericaUSA2000–2004154Men30.5–441383776.6NENEYesNESTI clinicHigh
Read P, 2014 [28]OceaniaAustralia2004–20113037Men21–7120311813.586NEYesYesSTI clinicHigh
Fernández-Naval C, 2019 [29]EuropeSpain2015213BothNR202NR6199.10.9NR14dSTI clinicHigh
Giacani L, 2018 [30]EuropeItaly2016–201760W (n = 1);
M (n = 59)
18–70522188.3982NR14dSTI clinicHigh
Nishiki S, 2020 [31]AsiaJapan2017–2018482Both<15–>6034NR36.51000Yes14dSTI clinicHigh
Vann Damme K, 2009 [32]AfricaMadagascar2000–2007186Both18–534NR78.50NEYesNESTI clinicLow
Wu H, 2012 [33]AsiaChina2009–2011136W (n = 4);
M (n = 132)
19.6–57.91099355.300NO14fHIV care clinicUpper-
middle
Noda AA, 2016 [12]AmericaCuba2012–201541M (n = 41)16–523228100610Yes14fGeneral care
clinic
Upper-
middle
Lu H, 2015 [34]AsiaChina2007–2009182W (n = 34);
M (n = 75)
39.9 MeanNRNR59.995.4NEYesNESTI clinicUpper-
middle
Chen XS, 2013 [35]AsiaChina2008–2011391W (n = 50);
M (n = 161)
29–442160.991.9NEYesNESTI clinicUpper-
middle
Tipple C, 2011 [36]EuropeUK2006–200899Men24–54171119918.3NR14dSTI clinicHigh
Zhu B, 2016 [37]AsiaChina2012–2014265W (37);
M (141);
n/d 87)
17–85NR510091NEYes14dSTI clinicUpper-
middle
Martin IE, 2009 [38]AmericaCanada2007–200839W (n = 6);
M (33)
21–57NR197.4100NENR14fSTI clinicHigh
Müller EE, 2012 [39]AfricaSouth Africa and Lesotho2005–2010117M (n = 117)NRNRNR851NEYes14dSTI clinicLow
Vrbová E, 2019 [40]EuropeCzech
Republic
2004–2017675W (n = 25);
M (n = 244);
n/d (n = 406)
0–71NRNR41.653.74.4NRNESTI clinicHigh
Liu D, 2021 [25]AsiaChina2016–201778W (n = 8);
M (n = 41);
n/d (n = 29)
27–62NRNR62.81000NR16dNRUpper-
middle
Martin IE, 2009 [38]AmericaCanada2007–200868W (n = 21);
M (n = 47)
0–97.33NR50.636.8NENRNESTI clinicHigh
Zondag HCA, 2020 [41]EuropeNederland2016 y 2017135W (n = 1);
M (n = 134)
33–507429100860Yes14dHealth Public
Lab
High
Katz KA, 2010 [42]AmericaUSA2004–200774M (n = 69);
n/d (n = 5)
23–64NR309371.2NEYes14dSTI clinicHigh
Xiao Y, 2016 [43]AsiaChina2013–20152253W (n = 1243);
M (n = 1010)
16.1–82.5NRNR20.297.50NR14dSTI clinicUpper-
middle
Kanai M, 2019 [44]AsiaJapan2017156W (n = 12);
M (n = 61);
n/d (n = 83)
NR25NR52.683.30NR14dSTI clinicHigh
Shuel M, 2018 [45]AmericaCanada2012–2016354W (n = 14);
M (n = 60);
n/d (n = 280)
1 month–70 yearsNRNR20.997.32.7NR14dSTI clinicHigh
Mikalová L, 2017 [24]EuropeBelgium2014–201572Both31–50NR7240.365.50NR14jSTI clinicHigh
Grillová L, 2014 [46]EuropeCzech
Republic
2011–2013188W (n = 22);
M (n = 166)
35.4963754.85610.1NRNESTI clinicHigh
Gallo Vaulet L, 2017 [47]AmericaArgentina2006 y 201354W (n = 6);
M (n = 48)
17–66271276.994.7NR14dGeneral care
clinic
Upper-
middle
Martin IE, 2010 [48]AmericaCanada2007–2009374W (n = 146);
M (n = 177);
n/d (n = 51)
0.1–977NR11.516.3NENR14dGeneral care
clinic
High
Wu BR, 2014 [49]AsiaChina2009–2013375W (n = 1);
M (n = 371);
n/d (n = 3)
31.834930657.670NR14fHIV care clinicUpper-
middle
Grillová L, 2019 [50]AmericaCuba2012–201783Both25–44695710090.3NEYesNESTI clinicUpper-
middle
Xiao H, 2017 [51]AsiaChina2014–2015183BothNRNRNR93.4NENENRNESTI clinicUpper-
middle
Su JR, 2012 [52]AmericaUSA2007–2009651W (n = 21);
M (n = 118);
n/d (n = 512)
13–68822821.653.2NENR14dSTI clinicHigh
Flasarová M, 2012 [53]EuropeCzech
Republic
2004–2010294W (n = 35);
M (n = 156);
n/d (n = 103)
30.4NRNR30.960.339.3NR14dSTI clinicHigh
Sanchez A, 2020 [54]EuropeFrance2010–2017146W (n = 3);
M (n = 143)
21–7111539100850YesNESTI clinicHigh
Wu BR, 2014 [49]AsiaChina2009–2013375W (n = 1);
M (n = 371);
n/d (n = 3)
NR34930657.670NRNENRUpper-
middle
Khairullin R, 2016 [55]AsiaRussia2013–201495W (n = 54);
M (n = 41)
15–80NR089.52.4NEYes14dSTI clinicUpper-
middle
Muldoon EG, 2012 [56]EuropeIreland2009–201092W (n = 4);
M (n = 88)
19–6472NR31.593.1NENRNESTI clinicHigh
Coelho EC, 2021 [23]AmericaBrazil2015–2019180W (180)23.50NR41.17.48.8YesNESTI clinicUpper-
middle
Venter JME, 2021 [57]AfricaBotswana, Zimbabwe, and South
Africa
2008–2018135Both24–34NR46100220NR14dSTI clinicLow
Flores JA, 2016 [58]AmericaPeru2013–201426BothNR261269.200NR14dSTI clinicUpper-
middle
Li Z, 2013 [59]AsiaChina2010–201273BothNRNR090.492.47.6NRNESTI clinicUpper-
middle
Grimes M, 2012 [60]AmericaUSA2001–2010129W (n = 2);
M (n = 127)
NR125112100621Yes14dGeneral care
clinic
High
General characteristics of eligible studies, NR: Not reported; NE: Not evaluated; W: women, M: men, n: sample size; %: proportion; tx: treatment; STI: Sexual Transmission Infection; HIV: human immunodeficiency virus.
Table 2. Assessment of the quality of eligible studies [12,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60].
Table 2. Assessment of the quality of eligible studies [12,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60].
StudyStudy DesignSelection
(5)
Comparability (2)Outcome
(3)
Global Punctuation (10)Interpretation
Bourgeois G, 2021 [26]Cross-sectional4037High
Mitchell SJ, 2006 [27]Cross-sectional3036Moderate
Read P, 2014 [28]Cross-sectional3036Moderate
Fernández-Naval C, 2019 [29]Cross-sectional4037High
Giacani L, 2018 [30]Cross-sectional4026Moderate
Nishiki S, 2020 [31]Cross-sectional4228High
Damme K, 2009 [32]Cross-sectional5038High
Wu H, 2012 [33]Cross-sectional4037High
Noda AA, 2016 [12]Cross-sectional4026Moderate
Lu H, 2015 [34]Cross-sectional2237High
Chen XS, 2013 [35]Cross-sectional4239High
Tipple C, 2011 [36]Cross-sectional4037High
Zhu B, 2016 [37]Cross-sectional2237High
Martin IE, 2009 [38]Cross-sectional4026Moderate
Müller EE, 2012 [39]Cross-sectional5038High
Vrbová E, 2019 [40]Cross-sectional4239High
Liu D, 2021 [25]Cross-sectional4026Moderate
Martin IE, 2009 [38]Cross-sectional2035Moderate
Zondag HCA, 2020 [41]Cross-sectional2035Moderate
Katz KA, 2010 [42]Cross-sectional4239High
Xiao Y, 2016 [43]Cross-sectional2035Moderate
Kanai M, 2019 [44]Cross-sectional4239High
Shuel M, 2018 [45]Cross-sectional3227High
Mikalová L, 2017 [24]Cross-sectional3227High
Grillová L, 2014 [46]Cross-sectional3238High
Gallo Vaulet L, 2017 [47]Cross-sectional4239High
Martin IE, 2010 [48]Cross-sectional3227High
Wu BR, 2014 [49]Cross-sectional3238High
Grillová L, 2019 [50]Cross-sectional4239High
Xiao H, 2017 [51]Cross-sectional4026Moderate
Su JR, 2012 [52]Cross-sectional3238High
Flasarová M, 2012 [53]Cross-sectional3238High
Sanchez A, 2020 [54]Cross-sectional4026Moderate
Wu BR, 2014 [49]Cross-sectional3025Moderate
Khairullin R, 2016 [55]Cross-sectional4026Moderate
Muldoon EG, 2012 [56]Cross-sectional3025Moderate
Coelho EC, 2021 [23]Cross-sectional4239High
Venter JME, 2021 [57]Cross-sectional4037High
Flores JA, 2016 [58]Cross-sectional3025Moderate
Li Z, 2013 [59]Cross-sectional4026Moderate
Grimes M, 2012 [60]Cross-sectional4026Moderate
Quality assessment of eligible studies. A study had “high quality” with an overall score of 7 stars, “moderate quality” when it reached a range of 4 to 6 stars, and “low quality” when it achieved an overall score of 3 stars.
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Orbe-Orihuela, Y.C.; Sánchez-Alemán, M.Á.; Hernández-Pliego, A.; Medina-García, C.V.; Vergara-Ortega, D.N. Syphilis as Re-Emerging Disease, Antibiotic Resistance, and Vulnerable Population: Global Systematic Review and Meta-Analysis. Pathogens 2022, 11, 1546. https://doi.org/10.3390/pathogens11121546

AMA Style

Orbe-Orihuela YC, Sánchez-Alemán MÁ, Hernández-Pliego A, Medina-García CV, Vergara-Ortega DN. Syphilis as Re-Emerging Disease, Antibiotic Resistance, and Vulnerable Population: Global Systematic Review and Meta-Analysis. Pathogens. 2022; 11(12):1546. https://doi.org/10.3390/pathogens11121546

Chicago/Turabian Style

Orbe-Orihuela, Yaneth Citlalli, Miguel Ángel Sánchez-Alemán, Adriana Hernández-Pliego, Claudia Victoria Medina-García, and Dayana Nicté Vergara-Ortega. 2022. "Syphilis as Re-Emerging Disease, Antibiotic Resistance, and Vulnerable Population: Global Systematic Review and Meta-Analysis" Pathogens 11, no. 12: 1546. https://doi.org/10.3390/pathogens11121546

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