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Antenatal Syphilis Screening Using Point-Of-Care Testing in Low- and Middle-Income Countries in Asia and Latin America: A Cost-Effectiveness Analysis

  • Andreas Kuznik,

    Affiliations Infectious Diseases Institute, Makerere College of Health Sciences, Kampala, Uganda, Celgene Corporation, Summit, New Jersey, United States of America

  • Christine Muhumuza,

    Affiliation School of Public Health, Makerere College of Health Sciences, Kampala, Uganda

  • Henry Komakech,

    Affiliation School of Public Health, Makerere College of Health Sciences, Kampala, Uganda

  • Elsa M. R. Marques,

    Affiliation School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom

  • Mohammed Lamorde

    Affiliation Infectious Diseases Institute, Makerere College of Health Sciences, Kampala, Uganda

Antenatal Syphilis Screening Using Point-Of-Care Testing in Low- and Middle-Income Countries in Asia and Latin America: A Cost-Effectiveness Analysis

  • Andreas Kuznik, 
  • Christine Muhumuza, 
  • Henry Komakech, 
  • Elsa M. R. Marques, 
  • Mohammed Lamorde



Untreated syphilis in pregnancy is associated with adverse clinical outcomes to the infant. In low- and middle-income countries in Asia and Latin America, 20%-30% of women are not tested for syphilis during pregnancy. We evaluated the cost-effectiveness of increasing the coverage for antenatal syphilis screening in 11 Asian and 20 Latin American countries, using a point-of-care immunochromatographic strip (ICS) test.


The decision analytical cost-effectiveness models reported incremental costs per disability-adjusted life years (DALYs) averted from the perspectives of the national health care payer. Clinical outcomes were stillbirths, neonatal deaths, and congenital syphilis. DALYs were computed using WHO disability weights. Costs included the ICS test, three injections of benzathine penicillin, and nurse wages. Country-specific inputs included the antenatal prevalence of syphilis and the proportion of women in the antenatal care setting that are screened for syphilis infection as reported in the 2014 WHO baseline report on global sexually transmitted infection surveillance. Country-specific data on the annual number of live births, proportion of women with at least one antenatal care visit, and per capita gross national income were also included in the model.


The incremental cost/DALY averted of syphilis screening is US$53 (range: US$10-US$332; Prob<1*per capita GDP=99.71%) in Asia and US$60 (range: US$5-US$225; Prob<1*per capita GDP=99.77%) in Latin America. Universal screening may reduce the annual number of stillbirths by 20,344 and 4,270, neonatal deaths by 8,201 and 1,721, cases of congenital syphilis by 10,952 and 2,298, and avert 925,039 and 197,454 DALYs in the aggregate Asian and Latin American panel, respectively.


Antenatal syphilis screening is highly cost-effective in all the 11 Asian and 20 Latin American countries assessed. Our findings support the decision to expand syphilis screening in countries with currently low screening rates or continue national syphilis screening programs in countries with high rates.


Congenital syphilis remains a major infectious cause of morbidity and mortality in neonates, infants and children in resource limited settings[1]. Untreated maternal syphilis in pregnancy is associated with adverse pregnancy outcomes and clinical outcomes to the infant. This is documented in a recent meta-analysis, which found that 53.4%–81.8% of women with untreated syphilis had adverse outcomes, compared to 10.2%–20.8% of women without syphilis [2]. In low- and middle-income countries in Asia and Latin America, roughly one out of three women are not tested for syphilis during pregnancy, with wide variations from country to country [3]. Neonates who survive with congenital syphilis are at risk of low birth weight, premature delivery, congenital anomalies, active syphilis in the infant, and longer-term sequelae, including deafness and neurologic impairment [4,5].

Testing and treating syphilis in pregnant women has been shown to decrease stillbirths, perinatal deaths, and incidence of congenital syphilis [6,7]. Syphilis testing is often recommended, but costs associated with screening programs are barriers to implementation in lower income countries. Recently introduced immunochromatographic strip (ICS) tests are rapid point-of-care treponemal tests that have sensitivity and specificity estimates comparable to those of laboratory-based syphilis screening tests [8,9]. In this study, we sought to determine the cost-effectiveness of expanding the screening for antenatal syphilis using point-of-care ICS tests in 31 low and middle-income countries in Asia and Latin America where data on syphilis prevalence were available.



The structure of the decision analytic model was adapted from a recent cost-effectiveness analysis of ICS testing and subsequent treatment relative to no testing and no treatment from the national health care payer perspective across 43 countries in sub-Saharan Africa (SSA) and is published elsewhere [10]. Our analysis applied the same model structure to the specific epidemiologic and economic context of 11 populous low- and middle-income countries in Asia and 20 low-and middle-income countries in Latin America. The current syphilis screening rate was available for 9 out of 11 countries in Asia and all 20 countries in Central and South America. For the 2 Asian countries (Bangladesh and Laos) where this rate was not available, we used the regional weighted average rate of screening among countries with available data in the respective region.

Results were displayed in terms of the incremental cost-effectiveness ratio (ICER). We also conducted probabilistic sensitivity analyses (PSA) by randomly selecting from 14 key model inputs (See Tables 1 and 2) and repeating this process 10,000 times, thus generating a 95% confidence interval around the base case ICER, as well as an estimate of the likelihood that the ICER fell below World Health Organization (WHO) recommended cost-effectiveness thresholds [11]. Furthermore, we report a syphilis prevalence target rate below which it would no longer be cost-effective to conduct routine screenings in the antenatal care population and compare how the current syphilis prevalence rate compares to the target rate. All analyseswere performed in Excel 2007 (Microsoft Corporation, Redmond, WA, USA) and TreeAge Pro 2014 (Treeage Software Inc., Williamstown, MA, USA).

Epidemiology and Health Outcomes

The prevalence of syphilis infection in the antenatal care setting is reported in the 2014 WHO baseline report on global sexually transmitted infection surveillance [3] and ranged from a low of 0.1% (Cambodia, Malaysia, Philippines, Thailand and Vietnam) to a high of 1.2% (Indonesia) among the 11 Asian countries and ranged from a low of 0.1% (Cuba, Ecuador and Honduras) to a high of 3.9% (Haiti) in Latin America. Among untreated syphilis-infected women, the rates of stillbirth, early neonatal death, and congenital syphilis have been previously reported at 25.6%, 12.3% and 15.5%, respectively [2], and we assumed a constant risk of these events across all countries in our panel. Across the 31 countries in the model, we applied these three estimates to seropositive women in the “No screen and test” branch, as well as women with a false negative test result in the “Screen and test branch”. We used estimates from the literature for the average risk of stillbirth, neonatal death, and congenital syphilis to fall by 82%, 80%, and 97%, respectively, after treatment [6]. In our model, the risk of stillbirth was assumed to fall to 4.6% (i.e. 25.6% reduced by 82%), the risk of neonatal death to 2.5% (i.e. 12.3% reduced by 80%), and the risk of congenital syphilis to 0.5% (i.e. 15.5% reduced by 97%) among women with a true positive ICS test result that subsequently received penicillin therapy. For the true negative and false positive endpoints in our model, we assumed a risk of congenital syphilis equal to zero, and country-specific rates of stillbirth and early neonatal mortality [12,13]. Tables 1 and 2 report the general and country-specific epidemiological inputs.

Direct Medical Costs

Patients in the intervention arm incurred the cost of the ICS test plus health care staff costs to administer and interpret the test. Patients with a positive test result further incurred the cost of one benzathine penicillin injection immediately following the positive result, two additional injections at follow-up visits, and staff costs of administering the three injections. Costs were expressed in 2012 US dollars. ICS tests were valued at $0.74 and penicillin injections at $1.92 for all countries [10]. Staff time to deliver the ICS test was estimated 17.5 minutes and 20 minutes for each injection treatment [14]. Occupational Wages around the World (OWW) data was available for 6 Asian and 16 Latin Americancountries in the model. Staff time was valued using recently reported hourly wage estimates for code 154 (Professional nurse, general), or, if not available, code 61 (occupational health nurse). Wages were inflated to 2012 price levels using local consumer price indices, and converted to US$ at 2014 exchange rates [15]. Hourly wage estimates for the remaining 9 countries, was retrieved from the International Labour Organization database of labour statistics, when available [16], or the literature, otherwise (Table 2). Since all relevant costs were accrued at the point of care and no future cost-offsets were assumed, cost estimates were not discounted.


Model results are displayed in Table 3. The annual number of live births in the two regions of interest is approximately 57.3 million and 10.6 million in the Asian and Latin American cohorts, respectively. Among these, 82.3% in Asia (47.2 million live births) and 95.5% in Latin America (10.1 million live births) report at least one antenatal care visit. The proportion of women screened for syphilis during pregnancy in these two regions is estimated at 68.6% and 81.5%, respectively. This suggests that approximately 14.8 million women in Asia and 1.9 million women in Latin America are not screened for syphilis during their antenatal care visit. However, the size of the population that is not screened is unevenly distributed within the two regions. Among Asian countries the largest numbers are estimated for India (6.3million unscreened), Indonesia (4.0 million), the Philippines (1.4 million), and Vietnam (1.0 million); while Mexico (0.4 million) and Brazil (0.3 million) account for the majority of unscreened pregnancies in the Latin American region. In contrast, Malaysia, Chile, and Cuba report syphilis screening rates approaching 100% in their respective populations.

The incremental direct medical cost associated with increasing screening rates from current levels to universal screening for all 47.2 million and 10.1 million women that receive antenatal care in Asia and Latin America is estimated at $19.6 million and $4.2 million, respectively, with a breakdown of the budget impact per country reported in Table 3. The aggregate annual number of adverse birth events that could potentially be avoided by universal syphilis screening and subsequent penicillin treatment in the antenatal care settings in Asia is estimated as follows—stillbirth: 20,344, neonatal death: 8,201, congenital syphilis: 10,952, resulting in an estimated 925,039 DALYs that could be averted. The corresponding estimates for the Latin American region are—stillbirth: 4,270, neonatal death: 1,721, congenital syphilis: 2,298, resulting in an estimated 197,454 DALYs. The largest annual number of DALYs that could potentially be averted through universal screening is estimated for Indonesia (465,814), and India (354,981).

The weighted average cost/DALY averted is estimated at $53 in Asia and $60 in Latin America, respectively, and ranges from $10 (Indonesia) to $332 (Malaysia) and $5(Dominican Republic) to $225 (Ecuador) (Table 3). Probabilistic sensitivity analyses results are robust to simultaneous variation of all model parameters. The number of iterations for the 31 countries that resulted in highly cost-effective ICERs (falling below a given country’s GDP per capita) exceeded 99%. Syphilis screening would remain highly cost-effective at syphilis prevalence rates of around 0.013% (or 13 cases per 100,000 pregnancies) in Asia, and 0.006% (or 6 cases per 100,000 pregnancies) in Latin America. Syphilis prevalence rates could fall, on average, 37 times in Asia and 139 in Latin America relative to currently observed levels before universal syphilis screening during antenatal care ceases to be cost-effective. In 10 out of the 31 countries included in the analysis, the current prevalence exceeds the target rate by a factor of 100 or more.


Our study assessed the economic value associated with screening and subsequent treatment for active syphilis infection in the antenatal care settings of 31 low- and middle-income countries in Asia and Latin America. Our findings suggest that syphilis screening is highly cost-effective in the 31 countries assessed, using WHO thresholds of cost-effectiveness [11], with a probability of over 99% for all countries.

In Latin America and Asia, approximately 7–8 out of 10 women are screened for syphilis during pregnancy. This rate is higher rate than sub-Saharan African countries, where less than 40% of eligible women are screened [10], but considerably lower than European countries, where screening rates are close to 100%, despite low incidence rates (generally below 0.2%) [3]. The public health burden associated with antenatal syphilis infection in Latin America also exceeds that of European countries. The congenital syphilis rate per 100,000 live births in Europe ranges from 0.0 in Denmark, Greece, Hungary, Ireland, Italy, and Norway to 0.6 in Germany, 8.3 in Poland, and 24.5 in Portugal [3]; compared to 57.3 in Peru, 109.6 in Argentina, 151.6 in Uruguay, and 311.6 in Brazil, in our panel. Countries in the Asian region do not routinely report the congenital syphilis rate per 100,000 live births [3].

Recent WHO guidance on the elimination of mother-to-child transmission of HIV and syphilis, established targets of antenatal care coverage of 95%, and syphilis screening of 95%, in order to achieve a goal of fewer than 50 cases of congenital syphilis per 100,000 live births [17]. Among the 31 countries included in our analysis, only Chile and Cuba currently meet both of the WHO targets, leaving over 20 million live births in the remaining 29 countries not screened for syphilis infection during pregnancy. One possible explanation is that syphilis infection may not be recognized as a national health priority in countries where prevalence rates are low. In Honduras, for example, the prevalence rate is reported at 0.1% (100 per 100,000 pregnancies), and less than half of all pregnant women are screened. Our findings suggest that routine screening is highly cost-effective even in countries with relatively low prevalence, and that syphilis prevalence rates would have to fall to much lower levels (e.g. below 11 cases per 100,000 pregnancies in Honduras) before antenatal syphilis screening is no longer cost-effective. Our results are primarily driven by the assumption of the availability of a low-cost, point-of-care ICS test as the screening tool, and by the availability of a highly effective but low-cost treatment option for syphilis (benzathine penicillin). The screening and treatment costs would have to be substantially higher for our model to display less cost-effective results.

Our study identified countries in the two regions in which syphilis screening programs may be particularly appealing. In Asia, this would include Indonesia, for example, which reports a syphilis prevalence rate of 1.2%, a high rate of access to antenatal care at 93.3%, but only 0.1% of pregnant women screened for syphilis. Indonesia alone accounts for almost half of the DALY burden in our panel of Asian countries and at this prevalence rate, the cost/DALY averted is estimated at merely $10. Latin American countries, such as the Dominican Republic and Haiti, report a relatively high prevalence rate of 3.4% and 3.9%, respectively, which translate into a cost per DALY averted of $5 and $7, respectively, suggesting that the screening rates in these two high prevalence countries should be increased from current levels of about 14% and 69%.

Practical strategies to increase the rate of syphilis screening in antenatal care may involve integrating rapid syphilis testing into existing HIV screening services. Recent evidence indicates that such an integrated approach was feasible in resource-limited settings and resulted in increased screening rates in South Africa [18], as well as Uganda and Zambia [19], and was found to be highly cost-effective in China [20]. Eventually, it could be expanded further to also include screening for Hepatitis B in a triple point-of-care test [21].

Our study is not without limitations. As with any cost-effectiveness model, ours is only as accurate as the published model inputs that feed into it; inaccurately reported data inputs would translate into biased model results. In two countries, we were not able to assess the current proportion of pregnant women that are screened for syphilis infection, and had to rely on the regional average as a proxy. Although our ICER calculations are not sensitive to this parameter, our estimates of the DALY burden and potential budget impact associated with increased screening rates may prove to be incorrect. The WHO infection surveillance report on country specific syphilis prevalence rates [3] does not specify what type of syphilis screening test was used to generate local prevalence data, so we are not able to confirm whether the reported seroprevalence data actually consisted of cases of active syphilis infection. Furthermore, our results are specific to the ICS test and may not be generalizable to other diagnostic methods that may be in use in various countries. Our estimated country-specific average hourly nurse wages ignores potential regional wage variations within in a country and assumes that additional hours of nursing time are available at this marginal cost. Nurse wages may increase with greater demand and other structural costs of increasing health care provision were not available for inclusion in the model. The costs of training, outreach and shipping of tests necessary to scale up antenatal syphilis screenings across the two regions were not formally included in our analysis, which probably underestimates the true economic cost of increasing screening rates. Last, we assume that all with a positive ICS test result receive three injections of penicillin, however, patient attrition may occur at follow-up visits, which could reduce the effectiveness and potentially also the cost-effectiveness of penicillin therapy.

In conclusion, antenatal syphilis screening is highly cost-effective in all 31 low and middle-income countries in Asia and Latin America that were assessed. Our findings support the decision to expand syphilis screening in countries with currently low prevalence rates of syphilis and to continue national syphilis screening programs in countries with high rates.


The authors thank the Accordia Foundation for its Professor-In-Residence Program at the Infectious Diseases Institute, Kampala, Uganda. ML is supported through a grant awarded by the European and Developing Countries Clinical Trials Partnership (TA_11_40200_047).

Author Contributions

Conceived and designed the experiments: AK CM HK ML. Performed the experiments: AK. Analyzed the data: AK CM HK. Contributed reagents/materials/analysis tools: AK ML. Wrote the paper: AK EM CM HK ML.


  1. 1. Newman L, Kamb M, Hawkes S, Gomez G, Say L, Seuc A, et al. Global estimates of syphilis in pregnancy and associated adverse outcomes: analysis of multinational antenatal surveillance data. PLoS Med 2013;10: e1001396. pmid:23468598
  2. 2. Gomez GB, Kamb ML, Newman LM, Mark J, Broutet N, Hawkes SJ. Untreated maternal syphilis and adverse outcomes of pregnancy: a systematic review and meta-analysis. Bull World Health Organ, 2013; 91: 217–226. pmid:23476094
  3. 3. World Health Organization. Baseline report on global sexually transmitted infection surveillance 2013. Geneva (Switzerland): World Health Organization; 2014.
  4. 4. Gloyd S, Chai S, Mercer MA. Antenatal syphilis in sub-Saharan Africa: missed opportunities for mortality reduction. Health Policy Plan2001;16: 29–34. pmid:11772988
  5. 5. Rydzak CE, Goldie SJ. Cost-effectiveness of rapid point-of-care prenatal syphilis screening in sub-Saharan Africa. Sex Transm Dis2008;35: 775–784. pmid:18607319
  6. 6. Blencowe H, Cousens S, Kamb M, Berman S, Lawn JE. Lives Saved Tool supplement detection andtreatment of syphilis in pregnancy to reducesyphilis related stillbirths and neonatal mortality. BMC Public Health 2011, 11(Suppl 3):S9 pmid:21501460
  7. 7. Hawkes S, Matin N, Broutet N, Low N. Effectiveness of interventions to improve screening for syphilis in pregnancy: a systematic review and meta-analysis. Lancet Infect Dis 2011;11: 684–691. pmid:21683653
  8. 8. Jafari Y, Peeling RW, Shivkumar S, Claessens C, Joseph L, Pai NP. Are Treponema pallidum specific rapid and point-of-care tests for syphilis accurate enough for screening in resource limited settings? Evidence from a meta-analysis. PLoS One 2013;8: e54695. pmid:23468842
  9. 9. Montoya PJ, Lukehart SA, Brentlinger PE, Blanco AJ, Floriano F, Sairosse J, et al. Comparison of the diagnostic accuracy of a rapid immunochromatographic test and the rapid plasma reagin test for antenatal syphilis screening in Mozambique. Bull World Health Organ 2006;84: 97–104. pmid:16501726
  10. 10. Kuznik A, Lamorde M, Nyabigambo A, Manabe YC. Antenatal syphilis screening using point-of-care testing in sub-Saharan African countries: A cost-effectiveness analysis. PLoS Med 2013; 10: e1001545. pmid:24223524
  11. 11. World Health Organization. Choosing interventions that are cost effective (WHO-CHOICE). Cost-effectiveness thresholds. Geneva (Switzerland): World Health Organization; 2011.
  12. 12. Cousens S, Blencowe H, Stanton C, Chou D, Ahmed S, Steinhardt L, et al. National, regional and worldwide estimates of stillbirth rates in 2009 with trends since 1995: a systematic analysis. Lancet 2011;377: 1319–1330. pmid:21496917
  13. 13. World Health Organization. Neonatal and Perinatal Mortality; Country, Regional and Global Estimates.Geneva (Switzerland): World Health Organization; 2006.
  14. 14. Schackman BR, Neukermans CP, Fontain SNN, Nolte C, Joseph P, Pape JW, et al. Cost-effectiveness of rapid syphilis screening in prenatal HIV testing programs in Haiti. PLoS Med 2007;4: e183. pmid:17535105
  15. 15. National Bureau of Economics Research. Occupational Wages around the World (OWW) Database [database]. Available from: [accessed 21 June 2014].
  16. 16. International Labour Organization. LABORSTA Labour Statistics Database [database]. Available from: [accessed 21 June 2014]
  17. 17. World Health Organization. Global Guidance on Criteria and Processes for Validation: Elimination of mother-to-child transmission of HIV and syphilis. Geneva (Switzerland): World Health Organization; 2014.
  18. 18. Dinh TH, Kamb ML, Msimang V, Likibi M, Molebatso T, Goldman T, et al. Integration of preventing mother-to-child transmission of HIV and syphilis testing and treatment in antenatal care services in the Northern Cape and Gauteng provinces, South Africa. Sex Transm Dis 2013;40:846–51. pmid:24113405
  19. 19. Strasser S, Bitarakwate E, Gill M, Hoffman HJ, Musana O, Phiri A, et al. Introduction of rapid syphilis testing within prevention of mother-to-child transmission of HIV programs in Uganda and Zambia: a field acceptability and feasibility study. J Acquir Immune Defic Syndr 2012;61:e40–6. pmid:22820810
  20. 20. Owusu-Edusei K, Tao G, Gift TL, Wang A, Wang L, Tun Y, et al. Cost-effectiveness of integrated routine offering of prenatal HIV and syphilis screening in China. Sex Transm Dis 2014;41:103–10. pmid:24413489
  21. 21. Pai NP, Kurji J, Singam A, Barick R, Jafari Y, Klein MB, et al. Simultaneous triple point-of-care testing for HIV, syphilis and hepatitis B virus to prevent mother-to-child transmission in India. Int J STD AIDS 2012;23:319–24. pmid:22648884
  22. 22. Tucker JD, Bu J, Brown LB, Yin YP, Chen XS, Cohen MS. Accelerating worldwide syphilis screening through rapid testing: a systematic review. Lancet Infect Dis 2010;10: 381–386. pmid:20510278
  23. 23. Murray CJ, Lopez AD. Evidence-Based Health Policy—Lessons from the Global Burden of Disease Study. Science 1996;274: 740–743. pmid:8966556
  24. 24. United Nations Children's Fund. Statistics and monitoring. New York (USA): UNICEF; 2012.
  25. 25. Indian Council of Medical Research. ICMR Nursing Staff Cadre Rules. New Delhi (India): Indian Council of Medical Research; 2010. Available online: [accessed 21 June 2014].
  26. 26. The World Bank. Lao PDR Civil Service Pay and Compensation Review: Attracting and Motivating Civil Servants. Report No. 58018-LA. Washington, DC (USA): The World Bank; 2010.
  27. 27. Tang WM, Ghani MFA. Job Satisfaction among the Nurse Educators in the Klang Valley, Malaysia. Int J Nurs Sci 2012;2: 29–33
  28. 28. Futures Group. Maternal and Neonatal Program Effort Index: Philippines. Glastonbury, CT: Futures Group; 2002. Available online: Last accessed: June 21, 2014.
  29. 29. The Asia Pacific Prevention of Parent to Child Transmission Task Force. Vietnam Country Fact Sheet. Available from: [accessed 21 June 2014].
  30. 30. Tran BX, Minh HV, Hinh ND. Factors associated with job satisfaction among commune health workers: implications for human resource policies. Glob Health Action 2013;6:18619.