| Literature DB >> 31360448 |
Hiam Chemaitelly1,2, Helen A Weiss3,2, Alex Smolak1, Elzahraa Majed1, Laith J Abu-Raddad1,4,5.
Abstract
BACKGROUND: The epidemiology of sexually transmitted infections (STIs) and the role of commercial heterosexual sex networks in driving STI transmission in the Middle East and North Africa (MENA) region remain largely unknown.Entities:
Mesh:
Year: 2019 PMID: 31360448 PMCID: PMC6642815 DOI: 10.7189/jogh.09.020408
Source DB: PubMed Journal: J Glob Health ISSN: 2047-2978 Impact factor: 4.413
Figure 1Flowchart presenting the process of study selection following PRISMA guidelines [27].
Prevalence of syphilis among FSWs in the Middle East and North Africa*
| Country short citation | Year(s) of data collection | City/province | Sampling | Study site | Assay type | Tested (n) | Prevalence (%) |
|---|---|---|---|---|---|---|---|
| Todd, 2010 [ | 2006-08 | Jalalabad, Kabul, Mazar-i-Sharif | Conv | NGO | RPR+ & TPHA+ | 520 | 0 |
| MOH, 2000 [ | 1999-00 | Greater Cairo | Conv | Community | RPR+ & TPHA+ | 52 | 5.8 |
| Kassaian, 2012 [ | 2009-10 | Isfahan | Conv | Prison, drop-in center | RPR+ | 91 | 0 |
| Navadeh, 2012 [ | 2010 | Kerman | RDS | Community | VDRL+ | 139 | 7.2 |
| Kazerooni, 2014 [ | 2010-11 | Shiraz | RDS | Community | VDRL+ & FTA-ABS+ | 278 | 0 |
| Jahanbakhsh, 2017 [ | 2012 | Tehran | Conv | Homeless shelters | RPR+ | 14 | 0 |
| MOH, 2008 [ | 2007 | Agadir, Rabat-Sale, Tanger | Conv | Clinic | VDRL+ & TPHA+ | 141 | 13.5 |
| MOH, 2012 [ | 2011-12 | Agadir | RDS | Community | VDRL+ & TPHA+ | 362 | 21.4 |
| MOH, 2012 [ | 2011-12 | Fes | RDS | Community | VDRL+ & TPHA+ | 359 | 18.8 |
| MOH, 2012 [ | 2011-12 | Rabat | RDS | Community | VDRL+ & TPHA+ | 392 | 13.9 |
| MOH, 2012 [ | 2011-12 | Tanger | RDS | Community | VDRL+ & TPHA+ | 318 | 13.3 |
| Baqi, 1998 [ | 1993-94 | Karachi | Conv | Red-light district | VDRL+ & FTA-ABS+ | 81† | 5.0 |
| Rehan, 2009 [ | 2004 | Karachi | Snowball | Community | RPR+ & TPHA+ | 421 | 3.6 |
| Rehan, 2009 [ | 2004 | Lahore | SyCS | Red-light district | RPR+ & TPHA+ | 387 | 16.0 |
| Shah, 2004 [ | 2004 | Hyderabad | Conv | Community | VDRL+ & TPHA+ | 157 | 11.5 |
| Hawkes, 2009 [ | 2007 | Abbottabad | RDS | Community | RPR+ & TPHA+ | 107 | 2.8 |
| Hawkes, 2009 [ | 2007 | Rawalpindi | RDS | Community | RPR+ & TPHA+ | 426 | 1.2 |
| Khan, 2011 [ | 2007 | Lahore | RDS | Community | RPR+ & TPHA+ | 730 | 4.5 |
| Jama, 1987 [ | 1985-86 | Mogadishu | Conv | Community | VDRL+ & TPHA+ | 85 | 44.7 |
| Jama Ahmed, 1991 [ | 1988-89 | Mogadishu | Conv | Community | VDRL/RPR+ & TPHA+ | 155 | 47.7 |
| Scott, 1991 [ | 1989 | Kismayu, Merca | Conv | NR | RPR+ & FTA-ABS+ | 57 | 50.8 |
| Corwin, 1991 [ | 1990 | Chismayu, Merca, Mogadishu | Conv | NR | RPR+ & FTA-ABS+ | 302 | 35.4 |
| Watts, 1994 [ | 1990 | Chismayu, Merca, Mogadishu | Conv | NR | RPR+ & FTA-ABS+ | 236 | 30.9 |
| IOM, 2017 [ | 2014 | Hargeisa | RDS | Community | RDT+ & RPR+ | 96 | 2.4 |
| MOH, 2016 [ | 2015-16 | Juba, South Sudan | RDS | Community | RDT+ & RPR+ | 832 | 7.3 |
| Bchir, 1988 [ | 1987 | Sousse | Conv | NR | VDRL+ & TPHA+ | 42 | 28.6 |
| Ayachi, 1997 [ | 1992-94 | Tunis | Conv | NR | VDRL+ & TPHA+ | 79 | 24.1 |
| Stulhofer, 2008 [ | 2008 | Aden | RDS | Community | VDRL+ | 244 | 4.9 |
| NACP, 2010 [ | 2009 | Kabul | RDS | Community | RDT+ | 368 | 5.4 |
| NACP, 2012 [ | 2012 | Herat | RDS | Community | RDT+ | 344 | 0.9 |
| NACP, 2012 [ | 2012 | Kabul | RDS | Community | RDT+ | 333 | 0.0 |
| NACP, 2012 [ | 2012 | Mazar-i-Sharif | RDS | Community | RDT+ | 355 | 2.0 |
| MOH, 2009 [ | 2004 | National | Conv | Sentinel surveillance | TPHA+ | 185 | 11.9 |
| MOH, 2009 [ | 2007 | National | Conv | Sentinel surveillance | TPHA+ | 380 | 18.4 |
| Mirzazadeh, 2016 [ | 2015 | National | Conv | Community, clinic | RDT+ | 1,337 | 0.4 |
| Hawkes, 2009 [ | 2007 | Abbottabad | RDS | Community | TPHA+ | 107 | 2.8 |
| Hawkes, 2009 [ | 2007 | Rawalpindi | RDS | Community | TPHA+ | 426 | 1.6 |
| Bibi, 2010 [ | 2003 | Hyderabad | Conv | Red-light district | TPHA+ | 50 | 44.0 |
| Raza, 2015 [ | 2014 | Rawalpindi | Conv | Clinic | RDT+ | NR | 20.0 |
| Jama, 1987 [ | 1985-86 | Mogadishu | Conv | Community | TPHA+ | 85 | 57.6 |
| Jama Ahmed, 1991 [ | 1988-89 | Mogadishu | Conv | Community | TPHA+ | 155 | 69.0 |
| Burans, 1990 [ | NR | Mogadishu | Conv | NR | TPHA+ | 89 | 28.1 |
| IOM, 2017 [ | 2008 | Hargeisa | RDS | Community | RDT+ | 237 | 3.4 |
| Sudan NACP, 2012 [ | 2011 | Alshamalia | RDS | Community | RDT+ | 305 | 1.5 |
| Sudan NACP, 2012 [ | 2011 | Blue Nile | RDS | Community | RDT+ | 279 | 3.4 |
| Sudan NACP, 2012 [ | 2011 | Gadarif | RDS | Community | RDT+ | 282 | 3.4 |
| Sudan NACP, 2012 [ | 2011 | Gezira | RDS | Community | RDT+ | 296 | 5.4 |
| Sudan NACP, 2012 [ | 2011 | Kassala | RDS | Community | RDT+ | 288 | 4.3 |
| Sudan NACP, 2012 [ | 2011 | Khartoum | RDS | Community | RDT+ | 287 | 1.7 |
| Sudan NACP, 2012 [ | 2011 | North Darfur | RDS | Community | RDT+ | 303 | 5.2 |
| Sudan NACP, 2012 [ | 2011 | North Kodofan | RDS | Community | RDT+ | 296 | 4.1 |
| Sudan NACP, 2012 [ | 2011 | Red Sea | RDS | Community | RDT+ | 293 | 8.9 |
| Sudan NACP, 2012 [ | 2011 | River Nile | RDS | Community | RDT+ | 291 | 1.9 |
| Sudan NACP, 2012 [ | 2011 | Sinnar | RDS | Community | RDT+ | 303 | 5.3 |
| Sudan NACP, 2012 [ | 2011 | South Darfur | RDS | Community | RDT+ | 299 | 1.8 |
| Sudan NACP, 2012 [ | 2011 | West Darfur | RDS | Community | RDT+ | 284 | 1.8 |
| Sudan NACP, 2012 [ | 2011 | White Nile | RDS | Community | RDT+ | 288 | 4.2 |
| MOH, 2016 [ | 2015-16 | Juba, South Sudan | RDS | Community | RDT+ | 832 | 12.0 |
| Bchir, 1988 [ | 1987 | Sousse | Conv | NR | TPHA+ | 42 | 38.1 |
| Ayachi, 1997 [ | 1992-94 | Tunis | Conv | NR | TPHA+ | 79 | 36.7 |
| Znazen, 2010 [ | 2007 | Gabes, Sousse, Tunis | Conv | Clinic | TPHA+ | 183 | 2.7 |
| WHO, 2018 [ | 2010 | NR | NR | NR | NR | NR | 8.7 |
| MENA HIV ESP, 2013 [ | 2012 | Kabul | NR | NR | NR | 440 | 5.7 |
| WHO, 2018 [ | 2017 | NR | NR | NR | NR | 2,457 | 1.3 |
| WHO, 2018 [ | 2013 | Oran | NR | NR | NR | 27 | 7.4 |
| WHO, 2018 [ | 2014 | Saida | NR | NR | NR | 24 | 29.2 |
| WHO, 2018 [ | 2016 | NR | Conv | VCT | NR | 183 | 14.2 |
| WHO, 2018 [ | 2017 | NR | Conv | VCT | NR | 81 | 16.0 |
| WHO, 2015 [ | 2014 | 4 urban sites | NR | NR | NR | 361 | 5.0 |
| WHO, 2018 [ | 2008 | NR | NR | NR | NR | NR | 1.6 |
| Moayedi-Nia, 2016 [ | 2012-13 | Tehran | RDS | Community | NR | 161 | 0 |
| WHO, 2015 [ | 2008 | NR | NR | NR | NR | NR | 6.7 |
| Khattabi, 2005 [ | 2004 | National | Conv | Prison | NR | 332 | 9.6 |
| Khattabi, 2005 [ | 2004 | National | Conv | Clinic | NR | 272 | 12.1 |
| Khattabi, 2005 [ | 2004 | Grand Casablanca | Conv | STI clinic | NR | 143 | 9.0 |
| Bennani, 2006 [ | 2005 | National | Conv | Prison | NR | 102 | 11.8 |
| Bennani, 2006 [ | 2005 | National | Conv | Clinic | NR | 143 | 13.3 |
| WHO, 2018 [ | 2008 | NR | NR | NR | NR | NR | 16.9 |
| MENA HIV ESP, 2010 [ | 2007 | NR | NR | NR | NR | NR | 23.5 |
| WHO, 2018 [ | 2017 | Bossaso, Hargeisa, Mogadishu | RDS | Community | NR | 860 | 2.7 |
| WHO, 2018 [ | 2016 | National | RDS | Community | NR | 4,123 | 4.1 |
| WHO, 2018 [ | 2017 | South Sudan | NR | NR | NR | 1,244 | 14.4 |
| WHO, 2018 [ | 2010 | Hodeida | RDS | Community | NR | 301 | 0 |
Conv – convenience, FTA-ABS – fluoresceent treponemal antibody absorption test, IOM – International Organization for Migration, MENA HIV ESP – MENA HIV/AIDS Epidemiology Synthesis Project database, MOH – Ministry of Health, NACP – National AIDS Control Program, NGO – non-governmental organization, NR – not reported, RDS – respondent-driven sampling, RDT – rapid diagnostic test, RPR – rapid plasma regain, STI – sexually transmitted infection, SyCS – systematic cluster sampling, TPHA – Treponema pallidum haemagglutination assay, VCT – voluntary counseling and testing center, VDRL – venereal disease research laboratory
*The table is sorted, for each country, by data collection year(s) then city/province.
†Sample comprised of 77 FSWs and 4 transgender women.
‡Ever infection indicates seropositivity using antibody testing.
Prevalence of Chlamydia trachomatis, Neisseria gonorrhoeae, and Trichomonas vaginalis among FSWs in the Middle East and North Africa*
| Country short citation | Year(s) of data collection | City/province | Sampling | Study site | Specimen | Assay type | Tested (n) | Prevalence (%) |
|---|---|---|---|---|---|---|---|---|
| Kadi, 1989 [ | NR | NR | Conv | Clinic | Endocervical | IFAT | 44 | 45.5 |
| MOH, 2000 [ | 1999-00 | Cairo | Conv | Community | Urine | NAAT | 52 | 7.7 |
| Darougar, 1983 [ | NR | Bandar Abbas, Tehran | Conv | Clinic | Endocervical | Culture | 116 | 6.9 |
| Kazerooni, 2014 [ | 2010-11 | Shiraz | RDS | Community | Vaginal | NAAT | 278 | 9.0 |
| Mirzazadeh, 2016 [ | 2015 | National | Conv | Clinic, community | Vaginal | NAAT | 1337 | 6.0 |
| MOH, 2008 [ | 2007 | Agadir, Rabat Sale, Tanger | Conv | Clinic | Endocervical & urine | NAAT | 141 | 22.7 |
| MOH, 2012 [ | 2011-12 | Agadir | RDS | Community | Endocervical | NAAT | 368 | 22.4 |
| Rehan, 2009 [ | 2004 | Karachi | Snowball | Community | Vaginal | NAAT | 348 | 5.2 |
| Rehan, 2009 [ | 2004 | Lahore | SyCS | Red-light district | Vaginal | NAAT | 283 | 11.0 |
| Hawkes, 2009 [ | 2007 | Abbottabad | RDS | Community | Endocervical | NAAT | 107 | 0.9 |
| Hawkes, 2009 [ | 2007 | Rawalpindi | RDS | Community | Endocervical | NAAT | 426 | 1.7 |
| Khan, 2011 [ | 2007 | Lahore | RDS | Community | Endocervical | NAAT | 730 | 7.7 |
| IOM, 2017 [ | 2014 | Hargeisa | RDS | Community | Urine | NAAT | 90 | 0.7 |
| Znazen, 2010 [ | 2007 | Gabes, Sousse, Tunis | Conv | Clinic | Endocervical | NAAT | 188 | 72.9 |
| MOH, 2000 [ | 1999-00 | Cairo | Conv | Community | Urine | NAAT | 52 | 7.7 |
| Kazerooni, 2014 [ | 2010-11 | Shiraz | RDS | Community | Vaginal | Culture | 278 | 1.4 |
| Navadeh, 2012 [ | 2010 | Kerman | RDS | Community | NR | NR† | 144 | 0 |
| Nasirian, 2017 [ | 2013-14 | Isfahan | Conv | Harm reduction | Endocervical | NAAT | 99 | 9.1 |
| Nasirian, 2017 [ | 2013-14 | Isfahan | Conv | Harm reduction | Urine | NAAT | 99 | 0‡ |
| Taghizadeh, 2015 [ | 2014 | Sari | Conv | Drop-in center | NR | NR† | 117 | 1.0 |
| Mirzazadeh, 2016 [ | 2015 | National | Conv | Clinic, community | Vaginal | NAAT | 1337 | 1.3 |
| MOH, 2008 [ | 2007 | Agadir, Rabat Sale, Tanger | Conv | Clinic | Endocervical & urine | NAAT | 141 | 10.6 |
| MENA HIV ESP, 2010 [ | NR | NR | NR | NR | NR | NR† | NR | 3.5 |
| MOH, 2012 [ | 2011-12 | Agadir | RDS | Community | Endocervical | NAAT | 368 | 11.7 |
| Rehan, 2009 [ | 2004 | Karachi | Snowball | Community | Vaginal | NAAT | 348 | 9.8 |
| Rehan, 2009 [ | 2004 | Lahore | SyCS | Red-light district | Vaginal | NAAT | 383 | 12.3 |
| Hawkes, 2009 [ | 2007 | Abbottabad | RDS | Community | Endocervical | NAAT | 107 | 1.9 |
| Hawkes, 2009 [ | 2007 | Rawalpindi | RDS | Community | Endocervical | NAAT | 426 | 2.0 |
| Khan, 2011 [ | 2007 | Lahore | RDS | Community | Endocervical | NAAT | 730 | 7.5 |
| Burans, 1990 [ | NR | Mogadishu | Conv | NR | NR | Culture | 89 | 11.2 |
| IOM, 2017 [ | 2014 | Hargeisa | RDS | Community | Urine | NAAT | 91 | 0.4 |
| NACP, 2005 [ | 2005 | NR | NR | NR | NR | NR† | NR | 12.0-17.0§ |
| Znazen, 2010 [ | 2007 | Gabes, Sousse, Tunis | Conv | Clinic | Endocervical | Culture | 188 | 3.7‖ |
| Znazen, 2010 [ | 2007 | Gabes, Sousse, Tunis | Conv | Clinic | Endocervical | NAAT | 188 | 11.2 |
| MOH, 2000 [ | 1999-00 | Cairo | Conv | Community | Urine | NAAT | 52 | 19.2 |
| Vafaei, 2015 [ | 2009-11 | Shiraz | Conv | Clinic, drop-in center | Endocervical | Wet mount | 85 | 8.2 |
| Navadeh, 2012 [ | 2010 | Kerman | RDS | Community | NR | NR† | 144 | 1.4 |
| Nasirian, 2017 [ | 2013-14 | Isfahan | Conv | Harm reduction | Endocervical | NAAT | 99 | 0.0 |
| Nasirian, 2017 [ | 2013-14 | Isfahan | Conv | Harm reduction | Urine | NAAT | 99 | 0.0‡ |
| Mirzazadeh, 2016 [ | 2015 | National | Conv | Clinic, community | Vaginal | NAAT | 1337 | 11.9 |
| MOH, 2008 [ | 2007 | Agadir, Rabat Sale, Tanger | Conv | Clinic | Endocervical & vaginal | Culture | 141 | 14.9 |
| MOH, 2012 [ | 2011-12 | Agadir | RDS | Community | Vaginal | NAAT | 367 | 11.8 |
| Rehan, 2009 [ | 2004 | Karachi | Snowball | Community | Vaginal | Culture | 386 | 5.2 |
| Rehan, 2009 [ | 2004 | Lahore | SyCS | Red-light district | Vaginal | Culture | 384 | 19.3 |
| Hawkes, 2009 [ | 2007 | Abbottabad | RDS | Community | Vaginal | NAAT | 107 | 5.7 |
| Hawkes, 2009 [ | 2007 | Rawalpindi | RDS | Community | Vaginal | NAAT | 426 | 4.3 |
| Khan, 2011 [ | 2007 | Lahore | RDS | Community | Vaginal | Culture | 730 | 5.1 |
| Kadi, 1989 [ | NR | NR | Conv | Clinic | Serum | MIF>1:64¶ | 44 | 95.0 |
| Darougar, 1983 [ | NR | Bandar Abbas, Tehran | Conv | Clinic | Serum | MIF-IgM | 154 | 29.2 |
| Kadi, 1989 [ | NR | NR | Conv | Clinic | Serum | MIF-IgG | 44 | 100 |
| Darougar, 1983 [ | NR | Bandar Abbas, Tehran | Conv | Clinic | Serum | MIF-IgG | 154 | 94.2 |
| Kassaian, 2012 [ | 2009-10 | Isfahan | Conv | Drop-in center | Serum | ELISA-IgG | 91 | 19.8 |
| Bchir, 1988 [ | 1987 | Sousse | Conv | NR | Serum | MIF>1:16 | 42 | 73.8 |
| Znazen, 2010 [ | 2007 | Gabes, Sousse, Tunis | Conv | Clinic | Serum | MIF-IgG | 183 | 85.8 |
| Navadeh, 2012 [ | 2010 | Kerman | RDS | Community | NR | NR | 144 | 2.9 |
| MENA HIV ESP, 2010 [ | NR | NR | NR | NR | NR | NR | NR | 19.1 |
Conv – convenience, ELISA – enzyme-linked immunosorbent assay, IFAT – indirect immunofluorescence antibody test, IgG – immuneglobulin G, IgM - immunoglobulin M, IOM – International Organization for Migration, MENA HIV ESP – MENA HIV/AIDS Epidemiology Synthesis Project database, MIF – micro-immunofluorescence, MOH – Ministry of Health, NAAT – Nucleic acid amplification test, NR – not reported, RDS – respondent-driven sampling, SyCS – systematic cluster sampling, WHO – World Health Organization
*The table is sorted for each country by data collection year(s) then city/province.
†For Neisseria gonorrhoeae and Trichomonas vaginalis studies, whenever the diagnostic method was not explicitly specified, it was assumed that the diagnostic method assessed current infection.
‡Studies reported in the systematic review, but not included in analyses considering the priority order followed for selecting studies applying the same assay to different biological specimens.
§Range reported based on several studies whose abstracts or full-texts could not be retrieved (mid-point: 14.5%).
‖Studies reported in the systematic review, but not included in analyses as prevalence was also assessed using NAAT.
¶Reported in study as recent infection.
**Ever infection indicates seropositivity using antibody testing.
Prevalence of herpes simplex virus type 2 (HSV-2) immunoglobulin G (IgG) sero-markers among FSWs in the Middle East and North Africa
| Country short citation | Year(s) of data collection | City/province | Sampling | Study site | Specimen | Assay type | Tested (n) | Prevalence (%) |
|---|---|---|---|---|---|---|---|---|
| Hawkes, 2009 [ | 2007 | Abbottabad | RDS | Community | Serum | ELISA-IgG | 107 | 4.7 |
| Hawkes, 2009 [ | 2007 | Rawalpindi | RDS | Community | Serum | ELISA-IgG | 426 | 8.0 |
| Ibrahim, 2000 [ | 1995-98 | Damascus | Conv | Cheap hotels & prison | Serum | MEIA-IgG | 101 | 22.8 |
| Ibrahim, 2000 [ | 1995-98 | Damascus | Conv | Bars | Serum | MEIA-IgG | 125 | 20.0 |
| Znazen, 2010 [ | 2007 | Gabes, Sousse, Tunis | Conv | Clinic | Serum | ELISA-IgG | 183 | 55.5 |
Conv – convenience, ELISA – enzyme-linked immunosorbent assay. MEIA – micro-enzyme immunoassay. RDS – respondent-driven sampling
Results of meta-analyses on prevalence studies for Treponema pallidum (syphilis), Chlamydia trachomatis, Neisseria gonorrhoeae, Trichomonas vaginalis, and herpes simplex virus type 2 (HSV-2) among FSWs in the Middle East and North Africa
| Sexually transmitted infection* | Studies | Samples | Reported prevalence | Pooled mean prevalence | Heterogeneity measures | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| N† | Tested | Positive | Median‡ (%) | Range‡
(%) | Estimate (%) | 95% CI | Q§ ( | I2‖ (%; 95% CI) | Prediction interval¶ (95%) | |
| 34 | 7103 | 842 | 10.8 | 0-62.0 | 12.7 | 8.5-17.7 | 1045.3 ( | 96.8 (96.2-97.4) | 0.0-48.8 | |
| 16 | 4608 | 512 | 8.4 | 0.7-76.2 | 14.4 | 8.2-22.0 | 611.4 ( | 97.5 (96.9-98.1) | 0.0-53.6 | |
| 20 | 5230 | 301 | 7.9 | 0-17.5 | 5.7 | 3.5-8.4 | 248.2 ( | 92.3 (89.6-94.4) | 0.0-21.6 | |
| 13 | 4258 | 397 | 7.1 | 0-19.3 | 7.1 | 4.3-10.5 | 164.7 ( | 92.7 (89.3-95.0) | 0.0-23.7 | |
| 2** | 198 | 87 | 62.1 | 29.2-95.0 | – | – | – | – | – | |
| 50 | 9968 | 710 | 7.0 | 0-92.3 | 12.8 | 9.4-16.6 | 1261.0 ( | 96.1 (95.5-96.7) | 0.0-45.2 | |
| 6 | 514 | 395 | 84.7 | 19.8-100 | 80.3 | 53.2-97.6 | 213.0 ( | 97.7 (96.4-98.5) | 0.0-100.0 | |
| Herpes simplex virus type 2 IgG | 8 | 942 | 188 | 20.3 | 4.7-59.7 | 23.7 | 10.2-40.4 | 185.0 ( | 96.2 (94.3-97.5) | 0.0-84.9 |
| 22 | 12 698 | 771 | 8.9 | 0-29.2 | 7.7 | 5.1-10.7 | 591.3 ( | 96.4 (95.5-97.2) | 0.0-25.7 | |
| 2** | 293 | 32 | 11.0 | 2.9-19.1 | – | – | – | – | – | |
CI – confidence interval, FSWs – female sex workers, IgG – immunoglobulin G, P – P-value
*The same population may have contributed different measures for both current infection and ever (seropositivity using antibody testing) infection.
†Missing sample sizes for measures (or their strata) were imputed using the median sample size calculated from studies with available information (only two stratified measures for Neisseria gonorrhoeae, one stratified measure for Chlamydia trachomatis, one stratified measure for current syphilis infection, 5 stratified measures of unclear syphilis infection, had their sample size imputed, that is 5% of all data).
‡Medians and ranges were calculated based on the stratified prevalence measures.
§Q – the Cochran’s Q statistic is a measure assessing the existence of heterogeneity in effect size (here, prevalence) across studies.
‖I2 – a measure assessing the magnitude of between-study variation that is due to differences in effect size (here, prevalence) across studies rather than chance.
¶Prediction interval: a measure estimating the 95% interval of the distribution of true effect sizes (here, prevalence measures).
**Meta-analyses were performed if at least three studies were available.
††Ever infection indicates seropositivity using antibody testing.
Results of meta-regression analyses to identify associations and sources of between-study heterogeneity in syphilis prevalence in the Middle East and North Africa (MENA)
| Factors | Studies | Samples | Univariable analyses | Multivariable analysis* | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Total N | Total n | OR† (95% CI) | Variance explained R2 (%) | AOR† (95% CI) | ||||||
| Eastern MENA | Afghanistan, Iran, Pakistan | 28 | 10 865 | 1.00 | <0.001 | 31.52 | 1.00 | <0.001 | ||
| Egypt, Jordan, Yemen | Egypt, Jordan, Yemen | 4 | 881 | 0.89 (0.15-5.10) | 0.893 | 0.66 (0.13-3.28) | 0.609 | |||
| North Africa | Algeria, Morocco, Sudan, Tunisia | 48 | 12 394 | 5.34 (2.45-11.61) | <0.001 | 5.01 (2.37-10.61) | <0.001 | |||
| Horn of Africa | Djibouti, Somalia, South Sudan | 26 | 5629 | 21.63 (8.89-52.69) | <0.001 | 6.40 (2.45-16.69) | <0.001 | |||
| 106 | 29 769 | 0.88 (0.85-0.91) | <0.001 | <0.001 | 34.61 | 0.93 (0.88-0.98) | 0.005 | 0.005 | ||
| Current | 34 | 7103 | 1.00 | 0.515 | 0.00 | – | – | – | ||
| Ever** | 50 | 9968 | 1.25 (0.52-3.00) | 0.622 | – | – | – | |||
| Unclear | 22 | 12 698 | 0.69 (0.23-2.04) | 0.501 | – | – | – | |||
| RPR/VDRL & TPHA/FTA-ABS/RDT | 29 | 6095 | 1.00 | <0.001 | 22.44 | 1.00 | 0.444 | |||
| RPR/VDRL | 4 | 488 | 0.09 (0.01-0.61) | 0.013 | 0.76 (0.15-4.00) | 0.746 | ||||
| TPHA | 28 | 1781 | 2.17 (0.86-5.45) | 0.099 | 1.29 (0.54-3.07) | 0.558 | ||||
| RDT | 23 | 8707 | 0.17 (0.06-0.45) | <0.001 | 0.46 (0.18-1.18) | 0.104 | ||||
| Not specified | 22 | 12 698 | 0.43 (0.16-1.16) | 0.094 | 0.75 (0.24-2.33) | 0.614 | ||||
| Biological assay not reported | 23 | 13 066 | 1.00 | 0.284 | 0.15 | – | – | – | ||
| Biological assay explicitly indicated | 83 | 16 703 | 1.66 (0.65-4.20) | 0.284 | – | – | – | |||
| <100 participants | 42 | 1960 | 1.00 | <0.001 | 20.02†† | 1.00 | ||||
| ≥100 participants | 64 | 27 809 | 0.16 (0.08-0.32) | <0.001 | 1.60 (0.62-4.15) | 0.329 | 0.329 | |||
| Non-probability/unclear sampling | 66 | 12 555 | 1.00 | <0.001 | 18.73‡‡ | 1.00 | ||||
| Probability-based sampling | 40 | 17 214 | 0.16 (0.08-0.34) | <0.001 | 0.63 (0.25-1.63) | 0.339 | 0.339 | |||
| <60%/unclear | 69 | 18 400 | 1.00 | <0.001 | 10.23§§ | 1.00 | ||||
| ≥60% | 37 | 11 369 | 0.25 (0.12-0.54) | 0.001 | 0.73 (0.29-1.84) | 0.495 | 0.495 | |||
AOR – adjusted odds ratio, CI – confidence interval, FTA-ABS – fluorescent treponemal antibody absorption test, LR – likelihood ratio, OR – odds ratio, P – P-value, RDT – rapid diagnostic test, RPR – rapid plasma regain, STI – sexually transmitted infection TPHA – Treponema pallidum haemagglutination assay. VDRL – venereal disease research laboratory
*Adjusted R2 in the multivariable model: 48.46%.
†An increment of 0.1 was added to number of events when generating log odds of syphilis infection. This is because 8 stratified measures had zero events.
‡Factors with P ≤ 0.1 were eligible for inclusion in the multivariable analysis.
§Factors with P < 0.05 in the multivariable model were considered as significant predictors.
‖Countries were grouped based on geography and similarity in prevalence levels.
¶Missing values for year of data collection (only one stratified measure) were imputed using data for year of publication adjusted by the median difference between year of publication and median year of data collection for studies with complete information.
**Ever infection indicates seropositivity using antibody testing.
††The high R2 was investigated and found to be due to confounding with year of data collection. Most studies with sample size ≥100 were conducted in recent years.
‡‡The high R2 was investigated and found to be due to confounding with country and year of data collection. Studies with non-probability sampling were mostly from the Horn of Africa. These studies tended also to be conducted in earlier years.
§§The high R2 was investigated and found to be due to confounding with year of data collection. Most studies with response rate ≥60% were conducted in recent years.