Skip to main content

PERSPECTIVE article

Front. Med., 06 January 2023
Sec. Infectious Diseases: Pathogenesis and Therapy
This article is part of the Research Topic Neurosyphilis: Epidemiology, Clinical Manifestations, Diagnosis, Immunology and Treatment View all 7 articles

CARE-NS, a research strategy for neurosyphilis

  • 1Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for STD Control, China Centers for Disease Control and Prevention, Nanjing, China
  • 2Department of Dermatology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China

Neurosyphilis is a major clinical manifestation of syphilis. In recent years, an increase in neurosyphilis cases has been reported in many countries. The overall incidence of neurosyphilis remains unknown, and there is a lack of understanding of the disease pathogenesis, which hampers clinical management, development of prevention strategies, and control. This article proposes the CARE-NS research strategy to enhance the clinical management of neurosyphilis, which consists of six key features: comprehensive management including multidisciplinary treatment (C), alleviating neurological impairment and sequelae (A), risk factors and clinical epidemiology (R), etiology and pathogenesis (E), new diagnostic indicators and strategies (N), and social impact and cost-effectiveness analysis (S).

Introduction

Neurosyphilis, caused by invasion of the central nervous system (CNS) by Treponema pallidum subsp. pallidum (T. pallidum), has puzzled dermatologists, neurologists, and psychiatrists for over two centuries because of its complex and non-specific clinical manifestations and the lack of a standard diagnostic criterion. Neurosyphilis can lead to irreversible damage to the CNS and even death if patients are not administered treatment early. Since 2000, following the resurgence of syphilis in low- and middle-income countries and in some populations in developed countries (1), patients presenting with symptoms of neurosyphilis have been more frequently reported by clinicians. The incidence of neurosyphilis remains unknown in most countries due to a lack of comprehensive syphilis surveillance programs (e.g., in China). Subsequently, few studies have reported the prevalence of neurosyphilis in any context. For instance, the proportion of neurosyphilis cases in early-stage syphilis patients from 2009 to 2015 was 1.8% on average in 10 states in the United States (2). In Australia, the annual incidence of neurosyphilis between 2007 and 2016 was 2.47 per 100,000 (3). Increases in the incidence of neurosyphilis in some countries have been reported in recent years. For example, in the Canadian province of British Columbia, the incidence increased from 0.03 per 100,000 in 1992 to 0.8 per 100,000 in 2012, representing a 27-fold increase across 11 years (4). From 1999 to 2010, neurosyphilis accounted for approximately 10–13% of total syphilis cases in the Netherlands, with an annual average incidence of 0.47 per 100,000 (5). The reported incidence of neurosyphilis in Guangdong Province, China, increased from 0.21 per 100,000 in 2009 to 0.31 per 100,000 in 2014, with an annual increase of 8.1% (6). A recent survey found that from 2017 to 2019, the average annual incidence of neurosyphilis in five cities was 0.31, 0.48, and 0.68 per 100,000, respectively, with an average annual growth of 48.11% (7). These data demonstrate a trend of rapidly increasing neurosyphilis cases. As cases are relatively rare compared with those of syphilis, the prevention and control of neurosyphilis has been neglected in many countries. On 18 July 2022, the WHO issued the “Global health sector strategies on, respectively, HIV, viral hepatitis, and sexually transmitted infections for the period 2022–2030,” which suggested that early detection and treatment of sexually transmitted diseases should be strengthened to prevent serious complications or sequelae (8). Despite this, a poor understanding of neurosyphilis pathogenesis, the lack of an effective vaccine, inconsistent diagnostic criteria in many countries, difficulties in early detection, common occurrence of treatment failure, and difficulties in evaluating prognosis remain obstacles to the prevention and control of neurosyphilis worldwide.

Therefore, the CARE-NS research strategy was proposed in 2019 by the National Center for sexual transmitted disease (STD) Control, Chinese Centers for Disease Control and Prevention. CARE-NS aims to resolve key problems and obstacles in the clinical management and research of neurosyphilis. The research strategy will provide important evidence to develop strategies for the prevention and control of neurosyphilis.

CARE-NS strategy

Comprehensive management including multidisciplinary treatment (C)

Neurosyphilis can cause multiple organ damage. Early injury occurs within the first 2 years and predominantly affects the mesenchymal region of the brain, such as the meninges and surrounding blood vessels, leading to meningitis and spinal membrane damage. Thereafter, late forms of injury occur between years and decades after primary infection and affect the parenchymal region of the brain and spinal cord, which manifests as cerebral infarction, general paresis, and tabes dorsalis (8). Additional symptoms of neurosyphilis include vision and hearing loss, as well as ocular and otic inflammation. As a result, the diagnosis and treatment of neurosyphilis span multiple clinical departments (9). It is therefore necessary to establish standardized diagnostic criterion and personalized treatment strategies with multidisciplinary experts.

In addition, developing a clinical pathway for neurosyphilis, will provide measurable improvements in patient outcomes, as well as fundamentally complements clinical advances in clinical settings. Although the clinical management of neurosyphilis is complex, screening strategies for this condition are clear. Laboratory and imaging examinations are readily available, diagnostic criteria are applicable, and treatment regimens are clear, creating a basis for establishing a reasonable clinical pathway for neurosyphilis. Furthermore, strengthening the training of clinicians from other departments in the diagnosis and treatment of neurosyphilis is required to enhance their understanding of the diagnostic criteria, treatment regimens, and clinical pathway.

Alleviating neurological impairment and sequelae (A)

Previous studies have demonstrated significant improvement of clinical symptoms and recovery of abnormal cerebrospinal fluid (CSF) indicators after treatment of early neurosyphilis compared with that of late neurosyphilis (8). Patients with meningitis and intracranial gumma can completely recover after adequate anti-syphilis treatment; however, while the meningeal symptoms and signs of meningovascular syphilis can disappear after treatment, symptoms of stroke sequelae may persist. The progression of neurosyphilis can also be halted by anti-syphilis treatment in patients with general paresis or tabes dorsalis, but the symptoms of dementia or sensory ataxia often do not improve (1, 8). In addition, some early clinical manifestations may be associated with the prognosis of neurosyphilis. Ozturk-Engin et al. (10) found that reported headaches in syphilis patients are beneficial for the early detection of neurosyphilis and correlate with a positive prognosis, while patients with diplopia symptoms are significantly associated with adverse prognoses, such as neurological sequelae and cognitive impairment. Therefore, early diagnosis of neurosyphilis, timely anti-syphilis treatment, early involvement of neurologists, and exploration of predictors of prognosis to provide appropriate interventions are essential.

The current treatment regimen recommended by the National Guidelines is mainly anti-syphilis treatment, which aims to kill T. pallidum and avoid sustained neurological damage. However, there is a lack of in vitro studies and large prospective clinical trials to evaluate the definitive efficacy of penicillin G and other recommended drugs, as the recommended regimen is predominantly based on the pharmacokinetics of available drugs, laboratory tests, biological plausibility, expert opinion, case studies, and clinical experience (11). Recently, two retrospective studies found no significant difference in the overall efficacy of ceftriaxone versus aqueous penicillin treatment and no difference in the rates of clinical and serological response when patients were treated with procaine G penicillin versus doxycycline (12, 13). Furthermore, a prospective randomized controlled trial demonstrated no difference in symptom recovery between neurosyphilis patients with psychiatric symptoms who were treated with either ceftriaxone or aqueous penicillin (14). However, there is a lack of evidence for the optimal dose and duration of treatment for all drugs except penicillin G (15). On the other hand, neurological damage caused by invasion of T. pallidum in the CNS requires nutrition and nerve repair drugs for improvement. Unfortunately, there is no recommended regimen for the use of neuropsychiatric drugs for dealing with neurological damage and sequelae. Therefore, multicenter trials are required to identify the optimal regimens for antimicrobial drugs and neuropsychiatric drugs. These studies will provide evidence-based medical data to develop comprehensive treatment regimens for repairing nervous system damage and preventing sequelae.

Risk factors and clinical epidemiology (R)

Neurosyphilis is reported in cases of tertiary syphilis. From 2014 to 2019, the number of reported cases and the incidence of tertiary syphilis increased by 1.98 and 1.61% in China annually (16), respectively, suggesting that the incidence of neurosyphilis shows a slow upward trend. Studies have demonstrated that older males and patients with serum rapid plasma reagin (RPR) titers ≥1:32 are high-risk groups among HIV-negative asymptomatic neurosyphilis patients (17, 18). The proportion of neurosyphilis was also higher in serofast syphilis patients and those coinfected with HIV (19). Furthermore, the risk of neurosyphilis correlates with the stage of syphilis infection, whether patients have received previous treatment for syphilis, whether they present with neurological symptoms, their CD4+ T-cell counts, neutrophil to lymphocyte ratios, and the elevation of white blood cells and protein indices in the CSF (2022). These risk factors provide evidence for screening in susceptible populations for early detection of neurosyphilis.

Clinical epidemiology studies can evaluate the clinical characteristics, diagnostic methods and strategies, therapeutic efficacy, and prognosis of neurosyphilis to provide evidence for improved clinical management and individualized treatment. A clinical epidemiological analysis of 117 neurosyphilis patients conducted by Chen et al. (23) found that the onset age, CSF protein concentration, positive rate of RPR, and rate of abnormal imaging examination were significantly higher in patients with cerebral parenchymal neurosyphilis than in asymptomatic or mesenchymal neurosyphilis patients, which indicated that the different clinical types apply different diagnostic strategies. Li et al. (24) found that elevated serum RPR titers, CSF protein concentrations, and CSF RPR titers may indicate the development of neurosyphilis and the aggravation of neurological symptoms. Martínez-Ayala et al. (25) found that neurological symptoms, particularly headache, were predictors of neurosyphilis in people with HIV irrespective of their viral load and lymphocyte CD4+ T-cell count in late latent syphilis, which provided evidence for early detection of neurosyphilis in HIV-infected patients. Regarding molecular epidemiology, Christina et al. (26) found that the T. pallidum 14d/f genotype was associated with susceptibility to neurosyphilis. In 2012, Dai et al. (27) conducted a study on the molecular typing of syphilis in a Chinese population, which showed that 14d/f and 19d/c genotypes were found in neurosyphilis cases, but no significant association with the risk of neurosyphilis could be discerned due to a limited sample size. Different genotypes of T. pallidum may present with different virulence profiles and be associated with different clinical manifestations. Molecular epidemiological studies can identify the dominant genotypes of T. pallidum in different regions and provide evidence for tracing transmission networks, which may guide clinical intervention. However, there is a paucity of neurosyphilis clinical and molecular epidemiology studies, especially considering the analysis of clinical efficacy and prognosis and the analysis of neurosyphilis prevalence at the molecular level. Future clinical and molecular epidemiological studies should leverage large sample sizes to provide evidence for improving the clinical management and precision treatment of neurosyphilis.

Etiology and pathogenesis (E)

Previous studies have demonstrated that T. pallidum can translocate across the blood-brain barrier (BBB) via intercellular connectivity. Recent studies have shown that inflammatory factors play an important role in regulating junctions between BBB cells. For example, the cytokine IL-17 compromises the connection between tight junction occludins and activates endothelial contraction to increase BBB permeability (28). Toll-like receptors (TLRs) and interferon γ (IFN-γ) receptors synergistically stimulate the expression of nitric oxide synthase in microglia, thereby inducing neurotoxicity and increasing BBB permeability (29). CNS invasion by T. pallidum promotes increased CSF levels of IL-17 and IFN-γ, indicating a potential role in BBB disruption (30). The T. pallidum adhesion protein Tp0751 may affect the expression of tight junction proteins by inducing apoptosis and promoting secretion of the inflammatory cytokine IL-6, which may facilitate BBB translocation (31). T. pallidum also upregulates the expression of chemokine (C-X-C motif) ligand 6 (CXCL6), CXCL8, and CXCL10 in human microvascular endothelial cells (HBMECs), which enhances the chemotaxis of HBMECs on HL-60 cells (32).

After CNS invasion, T. pallidum can directly damage blood vessels and cause vascular inflammation, tissue damage, and the secretion of inflammatory cytokines in vivo. The pathogenic proteins of T. pallidum and the subsequent immune regulation of B and T cells may be involved in these pathophysiological processes. Tp0751 can promote adhesion of T. pallidum to host cells (33), Tp0965 can activate endothelial cells to increase their permeability (34), and Tp0326 promotes the metabolic proliferation of T. pallidum in infected host cells (35). The mechanism underpinning the role of these proteins in CNS injury remains unclear. Drago et al. (36) found that the levels of CXCL13 and IFN-γ were increased in the CSF of neurosyphilis patients. CXCL13 is a chemokine induced by B cells, and detection of CXCL13 in the CSF indicates that intrathecal antibodies can be synthesized to counter antigens. Other studies have found that the number of Treg cells in the CSF is reduced such that they are not sufficient to inhibit T-cell-mediated inflammation and subsequent injury to the meninges, brain parenchyma, spinal cord, and other tissues (37). Recent studies have also found that lncRNA-ENST00000421645 promotes T-cell apoptosis in patients with neurosyphilis by mediating IFN-γ production through interaction with PCM1 protein (38). An additional study showed that T. pallidum can adhere to the host cell surface and capillary lining through mucopolysaccharide enzymes, which destroy mucopolysaccharide-rich blood vessels. This promotes necrosis of the inner and outer blood vessel membranes, leading to hemorrhage, thrombosis, and ischemic infarction, which further aggravates the surrounding tissue and CNS damage due to the inflammatory response induced by inflammatory cytokines and inflammatory cells that leak out of the blood vessels (39).

The autoimmune CNS response, including activation of microglia, can be beneficial for the survival of neurons and can induce conducting intercellular immune regulation. The mechanism of microglial activation and functional changes during neuronal injury in neurosyphilis requires further clarification. Host genetics may also influence susceptibility to neurosyphilis. Polymorphisms in TLR1 (1805 T→G), TLR2 (2258 G→A), and TLR6 (745 C→T), in addition to interleukin (IL) 10-promoter polymorphisms (1084 G→A and 592 C→A), are associated with susceptibility to neurosyphilis (40, 41).

The pathogenetic mechanism of neurosyphilis remains unclear. Therefore, the etiological basis of the different clinical manifestations, pathogens, and host factors related to the pathogenesis and their interaction need further systematic research. Establishing methods for the long-term culture of T. pallidum in vitro would be beneficial to create breakthroughs in this field.

New diagnostic indicators and strategies (N)

The recommended laboratory diagnostic indices for neurosyphilis have limitations for guiding clinicians in diagnosis, treatment, and follow-up. At present, CSF venereal disease research laboratory test (VDRL) is the gold standard for specificity in the absence of blood contamination, but its sensitivity is still a topic of debate, its operation is complex, and the availability of reagents is poor (42). Fluorescent treponemal antibody absorption test (FTA-ABS) is highly sensitive, but specificity is poor, and it suffers from poor reagent availability (43). There is thus a clear need to identify suitable diagnostic biomarkers. PCR detection of T. pallidum in the CSF has been temporarily discontinued due to low sensitivity and specificity (44). Increased concentrations of the chemokines CXCL13, CXCL8, and CXCL10 in the CSF or their CSF/serum ratio, particularly in the case of CXCL13, can predict the occurrence of neurosyphilis (45). In addition, levels of macrophage migration inhibition factor in the CSF, peripheral blood CD8+IFN-γ+ cells, levels of serum IL-26, and antibody index (AI) for intrathecal synthesis of specific anti-treponemal IgG were predictive of neurosyphilis (4649). Furthermore, abnormal expression of mir-590-5p, mir-570-3p, mir-570-5p, and mir-21-5p in serum and CSF is another potential biomarker of neurosyphilis (50). However, none of these biomarkers are used for clinical diagnosis, as their specificity and sensitivity have not been evaluated, and they lack validation and evaluation with large sample sizes. Among these biomarkers, CXCL13 has been used as an auxiliary reference for the diagnosis of neurosyphilis in the latest guidelines in China (9) but still falls short for application in clinical diagnosis.

Follow-up visits of neurosyphilis patients are required every 3–6 months and last for more than 3 years after treatment. Lumbar puncture is an invasive examination, and patients are often non-cooperative, leading to low follow-up rates. Furthermore, white blood cell (WBC) counts in the CSF are currently used as the main laboratory reference index in follow-ups but vary greatly among patients (51); thus, its sensitivity and accuracy as a prognostic indicator is insufficient. Therefore, validation of novel biomarkers with higher sensitivity and accuracy to establish diagnostic criteria and follow-up requirements for neurosyphilis should be a priority. It remains a major challenge to establish diagnostic criteria and follow-up requirements for neurosyphilis based on high-quality evidence-based medicine.

Social impact and cost-effectiveness analysis (S)

Severe neuropsychiatric symptoms are common in neurosyphilis patients who do not quickly receive diagnosis and treatment, resulting in a large social burden. A survey on the burden of neurosyphilis in five cities in China from 2017 to 2019 showed that the disability-adjusted life years (DALYs) were 323.35, 455.42, and 630.92 person-years in 2017, 2018, and 2019, respectively, and the DALY rates were 1.66/100,000, 2.30/100,000, and 3.13/100,000, respectively, with an annual growth of 37.3%. The average hospitalization cost for neurosyphilis patients was 18,136.60 yuan, and the average loss was 278,500 yuan (7). The total hospitalization cost and indirect economic loss increased year by year. These data indicate a high burden of neurosyphilis in China. Currently, the lack of psychosocial factors and cost-benefit analysis for neurosyphilis hamper a complete assessment of the social impact of this disease and cost to the health services. At present, social impact and cost-benefit analyses mainly focus on prenatal screening for gestational syphilis (52) and syphilis screening for high-risk groups, such as men who have sex with men (53). An analysis of screening for serofast syphilis patients in Shenzhen showed a low cost with a cost-effectiveness ratio of 1:24.97 (54). Unfortunately, there are no reports of disease burden and the cost-benefit analysis of screening for neurosyphilis internationally. Further research on the social and economic cost of neurosyphilis is required to accurately evaluate the disease burden and cost-effectiveness of health care services for neurosyphilis. Publicity and education, consultation, screening, referral, treatment, and follow-up will provide evidence for the establishment of effective strategies for the prevention and control of neurosyphilis.

Conclusion

The CARE-NS research strategy for neurosyphilis will address questions as follows: (1) Developing a multidisciplinary treatment model and clinical pathway for standardized clinical management. (2) High-quality clinical trials design, optimization, and development to improve the treatment guideline. (3) Revealing the risk factors, clinical, and molecular epidemiological characteristics of neurosyphilis for precision medicine. (4) Definite diagnostic criterion and prognostic predictors to the early detection and improvement of prognosis. (5) Clarifying etiology and pathogenesis of neurosyphilis. Widening national and international participation in neurosyphilis research will improve the control of neurosyphilis worldwide. We anticipate that the research outlined in this strategy will provide powerful scientific evidence for the prevention and control of neurosyphilis.

Data availability statement

The original contributions presented in this study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.

Author contributions

F-ZD wrote the draft. Q-QW and R-LZ revised the manuscript. F-ZD and XZ searched the literature. All authors contributed to the article and approved the submitted version.

Funding

This work was supported by the CAMS Innovation Fund for Medical Sciences (CIFMS-2021-I2M-1-001), the National Natural Science Foundation of China (81772209 and 81601804), the Nanjing Incubation Program for National Clinical Research Center (2019060001), and the Project of Wuxi Science and Technology Bureau (grant no. N20192021).

Acknowledgments

Many thanks to all participants of the study for their cooperation.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

1. Ropper A. Neurosyphilis. N Engl J Med. (2019) 381:1358–63. doi: 10.1056/NEJMra1906228

PubMed Abstract | CrossRef Full Text | Google Scholar

2. de Voux A, Kidd S, Torrone E. Reported cases of neurosyphilis among early syphilis cases–United States, 2009 to 2015. Sex Transm Dis. (2018) 45:39–41. doi: 10.1097/OLQ.0000000000000687

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Ramachandran P, Baird R, Markey P, Singleton S, Lowe M, Currie B, et al. Neurosyphilis: still prevalent and overlooked in an at risk population. PLoS One. (2020) 15:e0238617. doi: 10.1371/journal.pone.0238617

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Quintero-Moreno J, Valencia-Vasquez A, Aguirre-Castaneda C. Clinical and socio-demographic profile of neurosyphilis: a retrospective study in a reference centre in Colombia. Rev Neurol. (2019) 69:53–8. doi: 10.33588/rn.6902.2018381

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Daey Ouwens I, Koedijk F, Fiolet A, van Veen M, van den Wijngaard K, Verhoeven W, et al. Neurosyphilis in the mixed urban-rural community of the Netherlands. Acta Neuropsychiatr. (2014) 26:186–92. doi: 10.1017/neu.2013.53

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Tang W, Huang S, Chen L, Yang L, Tucker J, Zheng H, et al. Late neurosyphilis and tertiary syphilis in Guangdong province, China: results from a cross-sectional study. Sci Rep. (2017) 7:45339. doi: 10.1038/srep45339

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Tan X. Spatial and temporal distribution of tertiary syphilis and the burden of neurosyphilis in five cities in China. Peking Union Medical College. (2021).

Google Scholar

8. Marra C. Neurosyphilis. Continuum. (2015) 21:1714–28. doi: 10.1212/CON.0000000000000250

PubMed Abstract | CrossRef Full Text | Google Scholar

9. National Center for STD Control, Chinese Center for Disease Control and Prevention, Venereology Group, Chinese Society of Dermatology, Subcommittee on Venereology, China Dermatologist Association. Guidelines for the diagnosis and treatment of syphilis, gonorrhea and chlamydia trachomatis infection. Chin J Dermatol. (2020) 53:168–79. doi: 10.35541/cjd.20190808

CrossRef Full Text | Google Scholar

10. Ozturk-Engin D, Erdem H, Hasbun R, Wang S, Tireli H, Tattevin P, et al. Predictors of unfavorable outcome in neurosyphilis: multicenter ID-IRI study. Eur J Clin Microbiol Infect Dis. (2019) 38:125–34. doi: 10.1007/s10096-018-3403-7

PubMed Abstract | CrossRef Full Text | Google Scholar

11. French P, Gomberg M, Janier M, Schmidt B, van Voorst Vader P, Young H. IUSTI 2008 European guidelines on the management of syphilis. Int J STD AIDS. (2009) 20:300–9. doi: 10.1258/ijsa.2008.008510

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Girometti N, Junejo M, Nugent D, McOwan A, Whitlock G. 56 Dean Street Collaborative Group. Clinical and serological outcomes in patients treated with oral doxycycline for early neurosyphilis. J Antimicrob Chemother. (2021) 76:1916–9. doi: 10.1093/jac/dkab100

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Wang S, Gu W, Cao Y, Zheng H, Zhang L, Guo X, et al. Comparison of the clinical efficacy of penicillin and ceftriaxone sodium in the treatment of neurosyphilis with psychiatric symptoms. World J Psychiatry Ment Health Res. (2022) 5:1030.

PubMed Abstract | Google Scholar

14. Bettuzzi T, Jourdes A, Robineau O, Alcaraz I, Manda V, Molina J, et al. Ceftriaxone compared with benzylpenicillin in the treatment of neurosyphilis in France: a retrospective multicentre study. Lancet Infect Dis. (2021) 21:1441–7. doi: 10.1016/S1473-3099(20)30857-4

CrossRef Full Text | Google Scholar

15. Buitrago-Garcia D, Martí-Carvajal A, Jimenez A, Conterno L, Pardo R. Antibiotic therapy for adults with neurosyphilis. Cochrane Database Syst Rev. (2019) 5:CD011399.

Google Scholar

16. Yue X, Gong X, Li J, Zhang J. Trends and epidemiologic features of syphilis in China, 2014-2019. Chin J Derm. (2021) 54:47–51. doi: 10.35541/cjd.20210098

CrossRef Full Text | Google Scholar

17. Shi M, Peng R, Gao Z, Zhang S, Lu H, Guan Z, et al. Risk profiles of neurosyphilis in HIV-negative patients with primary, secondary and latent syphilis: implications for clinical intervention. J Eur Acad Dermatol Venereol. (2016) 30:659–66. doi: 10.1111/jdv.13514

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Weng W, Hou J, Song B, Zhang M, Zhang T, Gao Y. Identification of the factors associated with post-treatment asymptomatic neurosyphilis in HIV-negative patients with serological non-response syphilis: a retrospective study. Int J STD AIDS. (2021) 32:331–5. doi: 10.1177/0956462420965850

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Cai S, Long J, Chen C, Wan G, Lun W. Incidence of asymptomatic neurosyphilis in serofast Chinese syphilis patients. Sci Rep. (2017) 7:15456. doi: 10.1038/s41598-017-15641-w

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Li K, Wang Q, Long F. Risk factors and predictors of neurosyphilis. Chin J Derm. (2021) 54:459–62. doi: 10.35541/cjd.20200191

CrossRef Full Text | Google Scholar

21. Yan J, Luo L, Han J, Yan D, Zhang B, Zhang Z, et al. Comparing noninvasive predictors of neurosyphilis among syphilis patients with and without HIV co-infection based on the real-world diagnostic criteria: a single-center, retrospective cohort study in China. AIDS Res Hum Retroviruses. (2022) 38:406–14. doi: 10.1089/AID.2021.0085

PubMed Abstract | CrossRef Full Text | Google Scholar

22. He C, Shang X, Liu W, Hang S, Chen J, Ci C. Combination of the neutrophil to lymphocyte ratio and serum toluidine red unheated serum test titer as a predictor of neurosyphilis in HIV-negative patients. Exp Ther Med. (2021) 21:185. doi: 10.3892/etm.2021.9616

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Chen Y, Gu H, Zhang L, Wang L, Li X. The analysis of the clinical and epidemiological features of 117 cases of neurosyphilis. Chin J AIDS STD. (2015) 21:879–83. doi: 10.13419/j.cnki.aids.2015.10.15

CrossRef Full Text | Google Scholar

24. Li W, Jiang M, Xu D, Kou C, Zhang L, Gao J, et al. Clinical and laboratory characteristics of symptomatic and asymptomatic neurosyphilis in HIV-Negative patients: a retrospective study of 264 cases. Biomed Res Int. (2019) 2019:2426313. doi: 10.1155/2019/2426313

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Martínez-Ayala P, Quiñonez-Flores A, González-Hernández L, Ruíz-Herrera V, Zúñiga-Quiñones S, Alanis-Sánchez G, et al. Clinical features associated with neurosyphilis in people living with HIV and late latent syphilis. Int J STD AIDS. (2022) 33:330–6. doi: 10.1177/09564624211063091

PubMed Abstract | CrossRef Full Text | Google Scholar

26. Marra C, Sahi S, Tantalo L, Godornes C, Reid T, Behets F, et al. Enhanced molecular typing of treponema pallidum: geographical distribution of strain types and association with neurosyphilis. J Infect Dis. (2010) 202:1380–8. doi: 10.1086/656533

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Dai T, Li K, Lu H, Gu X, Wang Q, Zhou P. Molecular typing of Treponema pallidum: a 5-year surveillance in Shanghai, China. J Clin Microbiol. (2012) 50:3674–7. doi: 10.1128/JCM.01195-12

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Huppert J, Closhen D, Croxford A, White R, Kulig P, Pietrowski E, et al. Cellular mechanisms of IL-17 induced blood-brain barrier disruption. FASEB J. (2010) 24:1023–34. doi: 10.1096/fj.09-141978

PubMed Abstract | CrossRef Full Text | Google Scholar

29. Yau B, Mitchell A, Too L, Ball H, Hunt N. Interferon-gamma-induced nitric oxide synthase-2 contributes to blood/brain barrier dysfunction and acute mortality in experimental Streptococcus pneumoniae meningitis. J Interferon Cytokine Res. (2016) 36:86–99. doi: 10.1089/jir.2015.0078

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Wang C, Zhu L, Gao Z, Guan Z, Lu H, Shi M, et al. Increased interleukin-17 in peripheral blood and cerebrospinal fluid of neurosyphilis patients. PLoS Negl Trop Dis. (2014) 8:e3004. doi: 10.1371/journal.pntd.0003004

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Lu S, Wang J, He Z, He S, Zheng K, Xu M, et al. Treponema pallidum Tp0751 alters the expression of tight junction proteins by promoting bEnd3 cell apoptosis and IL-6 secretion. Int J Med Microbiol. (2022) 312:151553. doi: 10.1016/j.ijmm.2022.151553

PubMed Abstract | CrossRef Full Text | Google Scholar

32. Wu F, Hu W, Xu B, Wang Q. Effects of Treponema pallidum on the expression of chemokine ligand 6, 8, 10 in human brain microvascular endothelial cells. Chin J Derm. (2018) 51:358–62. doi: 10.3760/cma.j.issn.0412-4030.2018.05.008

PubMed Abstract | CrossRef Full Text | Google Scholar

33. Houston S, Hof R, Francescutti T, Hawkes A, Boulanger M, Cameron C. Bifunctional role of the Treponema pallidum extracellular matrix binding adhesin Tp0751. Infect Immun. (2011) 79:1386–98. doi: 10.1128/IAI.01083-10

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Zhang R, Zhang J, Wang Q. Recombinant Treponema pallidum protein Tp0965 activates endothelial cells and increases the permeability of endothelial cell monolayer. PLoS One. (2014) 9:e115134. doi: 10.1371/journal.pone.0115134

PubMed Abstract | CrossRef Full Text | Google Scholar

35. Luthra A, Anand A, Hawley K, LeDoyt M, La Vake C, Caimano M, et al. A homology model reveals novel structural features and an immunodominant surface loop/opsonic target in the Treponema pallidum BamA ortholog TP-0326. J Bacteriol. (2015) 197:1906–20. doi: 10.1128/JB.00086-15

PubMed Abstract | CrossRef Full Text | Google Scholar

36. Drago F, Javor S, Parodi A. Neurosyphilis: from infection to autoinflammation? Int J STD AIDS. (2016) 27:327–8. doi: 10.1177/0956462415590710

PubMed Abstract | CrossRef Full Text | Google Scholar

37. Li K, Wang C, Lu H, Gu X, Guan Z, Zhou P. Regulatory T cells in peripheral blood and cerebrospinal fluid of syphilis patients with and without neurological involvement. PLoS Negl Trop Dis. (2013) 7:e2528. doi: 10.1371/journal.pntd.0002528

PubMed Abstract | CrossRef Full Text | Google Scholar

38. Wu K, Wang X, Hu X, Jiang X, Zhuang J, Xu Y, et al. LncRNA-ENST00000421645 upregulates kank1 to inhibit IFN-γ expression and promote T cell apoptosis in neurosyphilis. Front Microbiol. (2021) 12:749171. doi: 10.3389/fmicb.2021.749171

PubMed Abstract | CrossRef Full Text | Google Scholar

39. Xu B, Wang Q. Advances in the pathogenesis of neurosyphilis. Chin J Derm Venereol. (2018) 32:1447–50. doi: 10.13735/j.cjdv.1001-7089.201611073

CrossRef Full Text | Google Scholar

40. Pastuszczak M, Jakiela B, Jaworek A, Wypasek E, Zeman J, Wojas-Pelc A. Association of interleukin-10 promoter polymorphisms with neurosyphilis. Hum Immunol. (2015) 76:469–72. doi: 10.1016/j.humimm.2015.06.010

PubMed Abstract | CrossRef Full Text | Google Scholar

41. Marra C, Sahi S, Tantalo L, Ho E, Dunaway S, Jones T, et al. Toll-like receptor polymorphisms are associated with increased neurosyphilis risk. Sex Transm Dis. (2014) 41:440–6. doi: 10.1097/OLQ.0000000000000149

PubMed Abstract | CrossRef Full Text | Google Scholar

42. Zhu L, Gu X, Peng R, Wang C, Gao Z, Zhou P, et al. Comparison of the cerebrospinal fluid (CSF) toluidine red unheated serum test and the CSF rapid plasma reagin test with the CSF venereal disease research laboratory test for diagnosis of neurosyphilis among HIV-negative syphilis patients in China. J Clin Microbiol. (2014) 52:736–40. doi: 10.1128/JCM.02522-13

PubMed Abstract | CrossRef Full Text | Google Scholar

43. Park I, Tran A, Pereira L, Fakile Y. Sensitivity and specificity of treponemal-specific tests for the diagnosis of syphilis. Clin Infect Dis. (2020) 71(Suppl. 1):S13–13. doi: 10.1093/cid/ciaa349

PubMed Abstract | CrossRef Full Text | Google Scholar

44. Marks M, Lawrence D, Kositz C, Mabey D. Diagnostic performance of PCR assays for the diagnosis of neurosyphilis: a systematic review. Sex Transm Infect. (2018) 94:585–8. doi: 10.1136/sextrans-2018-053666

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Marra C, Tantalo L, Sahi S, Maxwell C, Lukehart S. CXCL13 as a cerebrospinal fluid marker for neurosyphilis in HIV-infected patients with syphilis. Sex Transm Dis. (2010) 37:283–7. doi: 10.1097/OLQ.0b013e3181d877a1

PubMed Abstract | CrossRef Full Text | Google Scholar

46. Lin L, Lin D, Tong M, Liu L, Fan J, Zhu X, et al. Macrophage migration inhibitory factor as a novel cerebrospinal fluid marker for neurosyphilis among HIV-negative patients. Clin Chim Acta. (2016) 463:103–8. doi: 10.1016/j.cca.2016.10.018

PubMed Abstract | CrossRef Full Text | Google Scholar

47. Liu L, Liu W, Jiang X, Jun-Ren Chen MH, Liu ZJ, et al. Changes of T lymphocyte subsets in patients with HIV-negative symptomatic neurosyphilis. Microb Pathog. (2019) 130:213–8. doi: 10.1016/j.micpath.2019.03.008

PubMed Abstract | CrossRef Full Text | Google Scholar

48. Shen Y, Dong X, Liu J, Lv H, Ge Y. Serum Interleukin-26 is a potential biomarker for the differential diagnosis of neurosyphilis and syphilis at other stages. Infect Drug Resist. (2022) 15:3693–702. doi: 10.2147/IDR.S366308

PubMed Abstract | CrossRef Full Text | Google Scholar

49. Alberto C, Deffert C, Lambeng N, Breville G, Gayet-Ageron A, Lalive P, et al. Intrathecal synthesis index of specific anti-treponema IgG: a new tool for the diagnosis of neurosyphilis. Microbiol Spectr. (2022) 10:e0147721. doi: 10.1128/spectrum.01477-21

PubMed Abstract | CrossRef Full Text | Google Scholar

50. Chen H, Zhou Y, Wang Z, Yan B, Zhou W, Wang T, et al. Exosomal microRNA profiles from serum and cerebrospinal fluid in neurosyphilis. Sex Transm Infect. (2019) 95:246–50. doi: 10.1136/sextrans-2018-053813

PubMed Abstract | CrossRef Full Text | Google Scholar

51. Marra C, Maxwell C, Tantalo L, Eaton M, Rompalo A, Raines C, et al. Normalization of cerebrospinal fluid abnormalities after neurosyphilis therapy: does HIV status matter? Clin Infect Dis. (2004) 38:1001–6. doi: 10.1086/382532

PubMed Abstract | CrossRef Full Text | Google Scholar

52. Hersh A, Megli C, Caughey A. Repeat screening for syphilis in the third trimester of pregnancy: a cost-effectiveness analysis. Obstet Gynecol. (2018) 132:699–707. doi: 10.1097/AOG.0000000000002795

PubMed Abstract | CrossRef Full Text | Google Scholar

53. Chesson H, Kidd S, Bernstein K, Fanfair R, Gift T. The cost-Effectiveness of syphilis screening among men who have sex with men: an exploratory modeling analysis. Sex Transm Dis. (2016) 43:429–32. doi: 10.1097/OLQ.0000000000000461

PubMed Abstract | CrossRef Full Text | Google Scholar

54. Zheng T, Zeng T, Feng T, Wu X, Qiu L. Cost-benefit analysis of neurosyphilis screening in serofast populations. Chin J Heal Statis. (2016) 33:829–32.

Google Scholar

Keywords: neurosyphilis, CARE-NS strategy, clinical management, prevention and control, epidemiology

Citation: Du F-Z, Zhang X, Zhang R-L and Wang Q-Q (2023) CARE-NS, a research strategy for neurosyphilis. Front. Med. 9:1040133. doi: 10.3389/fmed.2022.1040133

Received: 09 September 2022; Accepted: 16 December 2022;
Published: 06 January 2023.

Edited by:

Dongdong Li, Sichuan University, China

Reviewed by:

Wei Yue, Tianjin Huanhu Hospital, China

Copyright © 2023 Du, Zhang, Zhang and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Rui-Li Zhang, www.frontiersin.org reallyvictor@126.com; Qian-Qiu Wang, www.frontiersin.org wangqianqiunj@126.com

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.