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Worldwide burden of HIV in transgender women: a systematic review and meta-analysis.
Abstract
Background Previous systematic reviews have identified a high prevalence of HIV infection in transgender women in the USA and in those who sell sex (compared with both female and male sex workers). However, little is known about the burden of HIV infection in transgender women worldwide. We aimed to better assess the relative HIV burden in all transgender women worldwide.Methods We did a systematic review and meta-analysis of studies that assessed HIV infection burdens in transgender women that were published between Jan 1, 2000, and Nov 30, 2011. Meta-analysis was completed with the Mantel-Haenszel method, and random-effects modelling was used to compare HIV burdens in transgender women with that in adults in the countries for which data were available.Findings Data were only available for countries with male-predominant HIV epidemics, which included the USA, six Asia-Pacific countries, five in Latin America, and three in Europe. The pooled HIV prevalence was 19·1% (95% CI 17·4-20·7) in 11 066 transgender women worldwide. In 7197 transgender women sampled in ten low-income and middle-income countries, HIV prevalence was 17·7% (95% CI 15·6-19·8). In 3869 transgender women sampled in five high-income countries, HIV prevalence was 21·6% (95% CI 18·8-24·3). The odds ratio for being infected with HIV in transgender women compared with all adults of reproductive age across the 15 countries was 48·8 (95% CI 21·2-76·3) and did not differ for those in low-income and middle-income countries compared with those in high-income countries.Interpretation Our findings suggest that transgender women are a very high burden population for HIV and are in urgent need of prevention, treatment, and care services. The meta-analysis showed remarkable consistency and severity of the HIV disease burden among transgender women.Funding Center for AIDS Research at Johns Hopkins and the Center for Public Health and Human Rights at the JHU Bloomberg School of Public Health.
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“Data also demonstrate high rates of HIV infection among transgender women worldwide (345).”
From Sexually Transmitted Infections Treatment Guidelines, 2021 (2021) · cites this paper as [345]
Citations
Cites
Preexposure chemoprophylaxis for HIV prevention in men who have sex with men.
Grant, R. M., Lama, J. R., Anderson, P. L., McMahan, V., Liu, A. Y., Vargas, L., Goicochea, P., Casapía, M., Guanira-Carranza, J. V., Ramirez-Cardich, M. E., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa1011205 · Cited by 5,096
Injustice at Every Turn: A Report of the National Transgender Discrimination Survey
Grant, J. M., Motter, L. A., & Tanis, J. (2011) · Cited by 2,063
Global epidemiology of HIV infection in men who have sex with men
Beyrer, C., Baral, S., van Griensven, F., Goodreau, S. M., Chariyalertsak, S., Wirtz, A. L., & Brookmeyer, R. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60821-6 · Cited by 1,544
Baral, S., Beyrer, C., Muessig, K. E., Poteat, T., Wirtz, A. L., Decker, M. R., Sherman, S. G., & Kerrigan, D. L. (2012) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(12)70066-x · Cited by 1,186
Review of sampling hard-to-reach and hidden populations for HIV surveillance
Magnani, R. J., Sabin, K. M., Saidel, T., & Heckathorn, D. D. (2005) · AIDS · doi:10.1097/01.aids.0000172879.20628.e1 · Cited by 1,045
for the HIV/AIDS Prevention Research Synthesis Team, Herbst, J. H., Jacobs, E. D., Finlayson, T. J., McKleroy, V. S., Neumann, M. S., & Crepaz, N. (2008) · AIDS and Behavior · doi:10.1007/s10461-007-9299-3 · Cited by 933
Clements-Nolle, K. D., Marx, R., Guzman, R., & Katz, M. H. (2001) · American Journal of Public Health · doi:10.2105/ajph.91.6.915 · Cited by 776
Schmidt, F. L., Oh, I., & Hayes, T. L. (2008) · British Journal of Mathematical and Statistical Psychology · doi:10.1348/000711007x255327 · Cited by 729
Millett, G. A., Peterson, J. L., Flores, S. A., Hart, T. A., Jeffries, W. L., Wilson, P. A., Rourke, S. B., Heilig, C. M., Elford, J., Fenton, K. A., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60899-x · Cited by 724
Baggaley, R. F., White, R. G., & Boily, M. (2010) · International Journal of Epidemiology · doi:10.1093/ije/dyq057 · Cited by 713
Successes and challenges of HIV prevention in men who have sex with men
Sullivan, P. S., Carballo‐Diéguez, A., Coates, T. J., Goodreau, S. M., McGowan, I., Sanders, E. J., Smith, A. D., Goswami, P., & Sánchez, J. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60955-6 · Cited by 385
Evaluation of old and new tests of heterogeneity in epidemiologic meta-analysis
Takkouche, B., Cadarso-Suarez, C., & Spiegelman, D. (1999) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a009981 · Cited by 380
Female Desires: Same-Sex Relations and Transgender Practices across Cultures
Chapkis, W., Blackwood, E., & Wieringa, S. E. (2002) · Contemporary Sociology A Journal of Reviews · doi:10.2307/3089479 · Cited by 367
Sex Work and HIV Status Among Transgender Women
Operario, D., Soma, T., & Underhill, K. (2008) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/qai.0b013e31816e3971 · Cited by 316
Silva‐Santisteban, A., Raymond, H. F., Salazar, X., Villayzán, J. E. G., León, S. R., McFarland, W., & Cáceres, C. F. (2011) · AIDS and Behavior · doi:10.1007/s10461-011-0053-5 · Cited by 227
Gender Diversity: Crosscultural Variations
Nanda, S. (1999) · Cited by 174
Living on the Extreme Margin: Social Exclusion of the Transgender Population (Hijra) in Bangladesh
Khan, S. I., Hussain, M. I., Parveen, S., Bhuiyan, M. I., Gourab, G., Sarker, G. F., Arafat, S. M., & Sikder, J. (2009) · Journal of Health Population and Nutrition · doi:10.3329/jhpn.v27i4.3388 · Cited by 172
HIV Infection Risk Factors Among Male-to-Female Transgender Persons: A Review of the Literature
Santis, J. P. D. (2009) · Journal of the Association of Nurses in AIDS Care · doi:10.1016/j.jana.2009.06.005 · Cited by 167
Pisani, E. (2004) · Sexually Transmitted Infections · doi:10.1136/sti.2003.007500 · Cited by 167
‘It's really a hard life’: Love, gender and HIV risk among male‐to‐female transgender persons
Melendez, R. M., & Pinto, R. M. (2007) · Culture Health & Sexuality · doi:10.1080/13691050601065909 · Cited by 163
Cáceres, C. F., Konda, K. A., Segura, E. R., & Lyerla, R. (2008) · Sexually Transmitted Infections · doi:10.1136/sti.2008.030569 · Cited by 143
Nuttbrock, L. A., Hwahng, S., Bockting, W. O., Rosenblum, A., Mason, M., Macri, M., & Becker, J. (2009) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/qai.0b013e3181ab6ed8 · Cited by 138
Rapid HIV Testing in Transgender Communities by Community-Based Organizations in Three Cities
Schulden, J. D., Song, B., Barros, A., Mares-DelGrasso, A., Martin, C. W., Ramirez, R., Smith, L. C., Wheeler, D. P., Oster, A. M., Sullivan, P. S., et al. (2008) · Public Health Reports · doi:10.1177/00333549081230s313 · Cited by 132
Guadamuz, T. E., Wimonsate, W., Varangrat, A., Phanuphak, P., Jommaroeng, R., McNicholl, J. M., Mock, P. A., Tappero, J. W., & van Griensven, F. (2010) · AIDS and Behavior · doi:10.1007/s10461-010-9850-5 · Cited by 130
Pinto, R. M., Melendez, R. M., & Spector, A. Y. (2008) · Sexual and Gender Diversity in Social Services · doi:10.1080/10538720802235179 · Cited by 121
HIV Prevalence and Associated Risk Behaviors in New York City’s House Ball Community
Murrill, C. S., Liu, K.-L., Guilin, V., Colón, E. R., Dean, L. A., Buckley, L. A., Sanchez, T., Finlayson, T., & Torian, L. V. (2008) · American Journal of Public Health · doi:10.2105/ajph.2006.108936 · Cited by 103
Kellogg, T. A., Clements-Nolle, K. D., Dilley, J., Katz, M. H., & McFarland, W. C. (2001) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/00126334-200112010-00012 · Cited by 102
Bokhari, A., Nizamani, N. M., Jackson, D. J., Rehan, N., Rahman, M., Muzaffar, R., Mansoor, S., Raza, H., Qayyum, K., Girault, P., et al. (2007) · International Journal of STD & AIDS · doi:10.1258/095646207781147201 · Cited by 99
Farías, M. S. D. R., Garcia, M. N., Reynaga, E., Romero, M., Vaulet, M. L. G., Fermepín, M. R., Toscano, M. F., Rey, J., Marone, R. O., Squiquera, L., et al. (2011) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2011.05.007 · Cited by 97
The health and welfare needs of female and transgender street sex workers in New South Wales
Harcourt, C., van Beek, I., Heslop, J., McMahon, M., & Donovan, B. J. (2001) · Australian and New Zealand Journal of Public Health · doi:10.1111/j.1467-842x.2001.tb00556.x · Cited by 96
The Global HIV Epidemics among Men Who Have Sex with Men
Beyrer, C., Wirtz, A. L., Walker, D. G., Johns, B., Sifakis, F., & Baral, S. (2011) · PsycEXTRA Dataset · doi:10.1037/e600032012-001 · Cited by 95
Transgender in Africa: Invisible, inaccessible, or ignored?
Jobson, G. A., Theron, L., Kaggwa, J., & Kim, H.-J. (2012) · SAHARA-J Journal of Social Aspects of HIV/AIDS · doi:10.1080/17290376.2012.743829 · Cited by 95
Chariyalertsak, S., Kosachunhanan, N., Saokhieo, P., Songsupa, R., Wongthanee, A., Chariyalertsak, C., Visarutratana, S., & Beyrer, C. (2011) · PLoS ONE · doi:10.1371/journal.pone.0024295 · Cited by 86
Hawkes, S., Collumbien, M., Platt, L., Lalji, N., Rizvi, N., Andreasen, A., Chow, J., Muzaffar, R., ur-Rehman, H., Siddiqui, N., et al. (2009) · Sexually Transmitted Infections · doi:10.1136/sti.2008.033910 · Cited by 82
Nemoto, T., Iwamoto, M., Perngparn, U., Areesantichai, C., Kamitani, E., & Sakata, M. (2011) · AIDS Care · doi:10.1080/09540121.2011.597709 · Cited by 81
Transmen: The HIV Risk of Gay Identity
Rowniak, S. R., Chesla, C. A., Rose, C. D., & Holzemer, W. L. (2011) · AIDS Education and Prevention · doi:10.1521/aeap.2011.23.6.508 · Cited by 79
Bith-Melander, P., Sheoran, B., Sheth, L., Bermudez, C., Drone, J., Wood, W., & Schroeder, K. (2010) · Journal of the Association of Nurses in AIDS Care · doi:10.1016/j.jana.2010.01.008 · Cited by 78
Men Who Have Sex with Transgender Women: Challenges to Category-based HIV Prevention
Operario, D., Burton, J., Underhill, K., & Sevelius, J. (2007) · Aids and Behavior · doi:10.1007/s10461-007-9303-y · Cited by 77
Male sex workers: Are we ignoring a risk group in Mumbai, India?
Jerajani, H. R., Shinde, S., Setia, M. S., Kavi, A. R., & Anand, V. R. (2009) · Indian Journal of Dermatology Venereology and Leprology · doi:10.4103/0378-6323.45219 · Cited by 75
Tuấn, N. A., Nguyen, H. T., Le, G. T., & Detels, R. (2007) · AIDS and Behavior · doi:10.1007/s10461-007-9267-y · Cited by 75
Same sex, different cultures: gays and lesbians across cultures
(1997) · Choice Reviews Online · doi:10.5860/choice.35-1611 · Cited by 74
Simon, P. A., Reback, C. J., & Bemis, C. (2000) · AIDS · doi:10.1097/00002030-200012220-00024 · Cited by 71
Stephens, S. C., Bernstein, K. T., & Philip, S. (2010) · AIDS and Behavior · doi:10.1007/s10461-010-9773-1 · Cited by 67
HIV prevalence among populations of men who have sex with men--Thailand, 2003 and 2005.
(2006) · PubMed · Cited by 61
Gutiérrez, M., Tajada, P., Álvarez, A., Julián, R., Baquero, M., Soriano, V., & Holguín, Á. (2004) · Journal of Medical Virology · doi:10.1002/jmv.20208 · Cited by 60
HIV and Sexual Risk Behavior among Commercial Sex Workers in the Netherlands
van Veen, M. G., Götz, H. M., van Leeuwen, P., Prins, M., & van de Laar, M. J. W. (2008) · Archives of Sexual Behavior · doi:10.1007/s10508-008-9396-z · Cited by 58
Risk of HIV infection among male sex workers in Spain
Belza, M. J. (2005) · Sexually Transmitted Infections · doi:10.1136/sti.2003.008649 · Cited by 58
Russi, J., Serra, M., Viñoles, J., PÉREZ, M. T., Ruchansky, D., Alonso, G., SANCHEZ, J. L., Russell, K. L., Montano, S. M., Negrete, M., et al. (2003) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.2003.68.716 · Cited by 53
Barrington, C., Wejnert, C., Guardado, M. E., Nieto, A. I., & Paz‐Bailey, G. (2011) · AIDS and Behavior · doi:10.1007/s10461-011-9959-1 · Cited by 52
Sexually Transmitted Infections and Risk Behaviors Among Transgender Persons (Hijras) of Pune, India
Sahastrabuddhe, S., Gupta, A., Stuart, E. A., Godbole, S., Ghate, M., Sahay, S., Gangakhedkar, R., Risbud, A., Divekar, A. D., Bollinger, R. C., et al. (2011) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/qai.0b013e318236bd6f · Cited by 48
Carballo‐Diéguez, A., Balán, I. C., Dolezal, C. L., & Mello, M. B. (2011) · Archives of Sexual Behavior · doi:10.1007/s10508-011-9748-y · Cited by 46
Rewriting the narrative of the epidemiology of HIV in sub-Saharan Africa
Baral, S., & Phaswana-Mafuya, N. R. (2012) · SAHARA-J Journal of Social Aspects of HIV/AIDS · doi:10.1080/17290376.2012.743787 · Cited by 43
Pando, M. A., Gómez-Carrillo, M., Vignoles, M., Rubio, A., Farías, M. S. D. R., Vila, M., Rossi, D., Ralón, G., Marone, R. O., Reynaga, E. A., et al. (2010) · AIDS Research and Human Retroviruses · doi:10.1089/aid.2010.0013 · Cited by 42
HIV Infection Among Foreign Transsexual Sex Workers in Rome
Spizzichino, L., Zaccarelli, M., Rezza, G., Ippolito, G., Antinori, A., & Gattari, P. (2001) · Sexually Transmitted Diseases · doi:10.1097/00007435-200107000-00008 · Cited by 38
Finding self: A qualitative study of transgender, transitioning, and adulterated silicone
Wallace, P. M. (2010) · Health Education Journal · doi:10.1177/0017896910384317 · Cited by 38
HIV, Sexually Transmitted Infections, and Sexual Risk Behavior Among Transgenders in Indonesia
Prabawanti, C., Bollen, L. J. M., Palupy, R., Morineau, G., Girault, P., Mustikawati, D. E., Majid, N., Nurhayati, N., Aditya, E. R., Anartati, A., et al. (2010) · AIDS and Behavior · doi:10.1007/s10461-010-9790-0 · Cited by 35
Lobato, M. I. R., Koff, W. J., Schestatsky, S., Chaves, C. P. D. V., Petry, A. R., Crestana, T., Amaral, J. T., Onofrio, F. Q., Salvador, J., Silveira, E., et al. (2007) · International Journal of Transgenderism · doi:10.1080/15532730802175148 · Cited by 30
Shaw, S. Y., Emmanuel, F., Adrien, A., Holte-McKenzie, M., Archibald, C. P., Sandstrom, P. A., & Blanchard, J. (2010) · Sexually Transmitted Infections · doi:10.1136/sti.2009.041335 · Cited by 29
Reback, C. J., Lombardi, E. L., Simon, P. A., & Frye, D. M. (2005) · Journal of Psychology & Human Sexuality · doi:10.1300/j056v17n01_02 · Cited by 28
Khan, S. I., Hussain, M. I., Gourab, G., Parveen, S., Bhuiyan, M. I., & Sikder, J. (2008) · Journal of LGBT Health Research · doi:10.1080/15574090902949473 · Cited by 25
[Sexually transmitted infections among transgender individuals and other sexual identities].
Toibaro, J., Ebensrtejin, J. E., Parlante, Á., Burgoa, P., Freyre, A., Romero, M., & Losso, M. H. (2009) · PubMed · Cited by 23
Infecciones de transmisión sexual en personas transgénero y otras identidades sexuales
Toibaro, J., Ebensrtejin, J. E., Parlante, Á., Burgoa, P., Freyre, A., Romero, M., & Losso, M. H. (2009) · Medicina-buenos Aires · Cited by 21
Shrestha, R. K., Sansom, S. L., Schulden, J. D., Song, B., Smith, L. C., Ramirez, R., Mares-DelGrasso, A., & Heffelfinger, J. D. (2011) · AIDS Education and Prevention · doi:10.1521/aeap.2011.23.3_supp.49 · Cited by 21
HIV Infection, Syphilis, and Behavioral Risks in Brazilian Male Sex Workers
Grandi, J. L., Goihman, S., Ueda, M., & Rutherford, G. W. (2000) · AIDS and Behavior · doi:10.1023/a:1009553211416 · Cited by 19
Viñoles, J., Serra, M., Russi, J., Ruchansky, D., Sosa‐Estáni, S., Montano, S. M., Carrión, G., Eyzaguirre, L. M., Carr, J. K., Olson, J. G., et al. (2005) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.2005.72.495 · Cited by 19
Multiple Risks Among Male and Transgender Sex Workers in Pakistan
Collumbien, M., Chow, J., Qureshi, A., Rabbani, A., & Hawkes, S. (2008) · Journal of LGBT Health Research · doi:10.1080/15574090902913651 · Cited by 18
Transgender people attending a Sydney sexual health service over a 16-year period
Hounsfield, V. L., Freedman, E., McNulty, A. M., & Bourne, C. (2007) · Sexual Health · doi:10.1071/sh07020 · Cited by 18
Zaccarelli, M. (2004) · Sexually Transmitted Infections · doi:10.1136/sti.2004.010769 · Cited by 18
Guy, R., Mustikawati, D. E., Wijaksono, D. B., Nugraihini, N., Priohutomo, S., Silitonga, N., & Kaldor, J. M. (2011) · International Journal of STD & AIDS · doi:10.1258/ijsa.2009.009445 · Cited by 6
Pell, C. M., Prone, I., & Vlahakis, E. (2011) · F1000Research · doi:10.7490/f1000research.1934.1 · Cited by 4
Altaf, A. (2009) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/01.qai.0000351187.69035.d7 · Cited by 4
P2-287 Seroprevalence and incidence study of HIV in transgender in Argentina -2009
Sotelo, J., & Claudia, B. C. (2011) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2011.142976k.20 · Cited by 2
Research works printed but not linked: 4
- Pell, 2011, A clinical audit of male to female (MTF) transgender patients attending taylor square private clinic in Sydney, Australia, aiming to improve quality of care, J Sex Med, 8, 179
- Silva-Santisteban, 2012, Understanding the HIV/AIDS epidemic in transgender women of Lima, Peru: results from a sero-epidemiologic study using respondent driven sampling, AIDS Behav, 16, 872, 10.1007/s10461-011-0053-5 · DOI
- Pisani, 2004, HIV, syphilis infection, and sexual practices among transgenders, male sex workers, and other men who have sex with men in Jakarta, Indonesia, Sex TransmInfect, 80, 536, 10.1136/sti.2003.007500 · DOI
- Shrestha, 2011, Nepal census recognizes ‘third gender’, CNN
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Workowski, K. A., Bachmann, L. H., Chan, P. A., Johnston, C. M., Muzny, C. A., Park, I., Reno, H., Zenilman, J. M., & Bolan, G. A. (2021) · MMWR. Recommendations and Reports · doi:10.15585/mmwr.rr7004a1 · Cited by 3,018
Standards of Care for the Health of Transgender and Gender Diverse People, Version 8
Coleman, E., Radix, A., Bouman, W. P., Brown, G. R., de Vries, A. L. C., Deutsch, M. B., Ettner, R., Fraser, L., Goodman, M. G., Green, J., et al. (2022) · International Journal of Transgender Health · doi:10.1080/26895269.2022.2100644 · Cited by 3,022
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Global health burden and needs of transgender populations: a review
Reisner, S. L., Poteat, T., Keatley, J. G., Cabral, M., Mothopeng, T., Dunham, E., Holland, C. E., Max, R. J., & Baral, S. (2016) · The Lancet · doi:10.1016/s0140-6736(16)00684-x · Cited by 1,570
Transgender people: health at the margins of society
Winter, S., Diamond, M., Green, J., Karasic, D. H., Reed, T., Whittle, S., & Wylie, K. R. (2016) · The Lancet · doi:10.1016/s0140-6736(16)00683-8 · Cited by 1,255
Metadata
- Authors
- Baral, S. D., Poteat, T., Strömdahl, S., Wirtz, A. L., Guadamuz, T. E., & Beyrer, C.
- Affiliations
- Johns Hopkins University (US)
- University of Pittsburgh (US)
- Corresponding author
- Baral, Stefan D
- Venue
- The Lancet Infectious Diseases
- Publisher
- Elsevier BV
- Published
- 2013-03
- Volume
- 13
- Issue
- 3
- Pages
- 214-222
- ISSN
- 1473-3099 (ISSN-L)
- OpenAlex
- W2115046127
- Cited by
- 1,461
- References
- 73
- Citations by year
- 2026: 60 · 2025: 68 · 2024: 85 · 2023: 107 · 2022: 135 · 2021: 148 · 2020: 181 · 2019: 176 · 2018: 130 · 2017: 102 · 2016: 111 · 2015: 74 · 2014: 49 · 2013: 22
- FWCI
- 5.79
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Lancet Infectious Diseases (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (K01MH085567)
- National Institute of Allergy and Infectious Diseases (P30AI094189)
- Topics
- Health Sciences › Medicine › Infectious Diseases › HIV/AIDS Research and Interventions
- Health Sciences › Medicine › Epidemiology › HIV, Drug Use, Sexual Risk
- Social Sciences › Psychology › Social Psychology › LGBTQ Health, Identity, and Policy
- Keywords
- HIV infection, transgender women, HIV prevalence, HIV burden, sex workers, low- and middle-income countries, high-income countries, HIV prevention, HIV care and treatment
- MeSH terms
- Asia, Developing Countries, El Salvador, Female, Humans, Italy, Male, Netherlands, South America, Spain, United States, Global Health, HIV Infections, Prevalence, Developed Countries, Transgender Persons
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