Skip to main content
Top
Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Anxiety | Research

Trajectories of anxiety and depression among Chinese men who have sex with men on pre-exposure prophylaxis: a group-based trajectory model approach

Authors: Shuo Chen, Yan-Yan Zhu, Zhen-Xing Chu, Hui Zhou, Miao Liu, Yong-Jun Jiang, Qing-Hai Hu, for the China Real-World Oral Intake of PrEP (CROPrEP) Study Team

Published in: BMC Public Health | Issue 1/2024

Login to get access

Abstract

Background

Anxiety and depression can influence adherence to Pre-exposure Prophylaxis (PrEP). However, there is limited research on the temporal dynamics of anxiety and depression among men who have sex with men (MSM) using PrEP.

Methods

From December 2018 to November 2020, we administered the Hospital Anxiety and Depression Scale (HADS) to participants in the China Real-World Oral Intake of PrEP (CROPrEP) to measure their anxiety and depression levels. The group-based trajectory model (GBTM) depicted the dynamic changes of anxiety and depression scores over time.

Results

A total of 1023 MSM were included, with 4523 follow-up assessments. The GBTM categorized the trajectories into three distinct patterns: consistently low (54.8% for anxiety, 60.7% for depression), consistently moderate (39.3% for anxiety, 31.4% for depression), and high but bell-shaped (5.9% for anxiety, 7.9% for depression). Higher anxiety levels were associated with being aged 18–30 years old, earning less than US$619 per month, female-identifying, adopting the bottom sexual role with men, and having two or more anal sex partners in the past three months; similarly, higher depression levels correlated with a monthly income under US$619, female-identifying, sexual behavior as bottom and a positive syphilis at baseline. PrEP adherence was notably lower in the high but bell-shaped anxiety and depression group compared to the other groups, particularly at the 12th-month follow-up.

Conclusions

Close monitoring of anxiety and depression levels in MSM on PrEP is crucial. Provision of targeted mental health support is essential to enhance PrEP effectiveness.
Appendix
Available only for authorised users
Literature
2.
go back to reference Han M. Analysis and prospect of the HIV/AIDS epidemic situation and prevention and control work in China. Chin J AIDS STD. 2023;29:247–50. Han M. Analysis and prospect of the HIV/AIDS epidemic situation and prevention and control work in China. Chin J AIDS STD. 2023;29:247–50.
3.
go back to reference Xu J, Huang X, Liu X, Wang L, Chen Y, Wang H, et al. Chinese Consensus on Pre-exposure Prophylaxis for HIV. Chinese Journal of AIDS & STD. 2020;26:1265–71. Xu J, Huang X, Liu X, Wang L, Chen Y, Wang H, et al. Chinese Consensus on Pre-exposure Prophylaxis for HIV. Chinese Journal of AIDS & STD. 2020;26:1265–71.
5.
go back to reference Wang H, Wang Z, Huang X, Chen Y, Wang H, Cui S, et al. Association of HIV Preexposure prophylaxis use with HIV incidence among men who have sex with men in China: a nonrandomized controlled trial. JAMA Netw Open. 2022;5:e2148782.CrossRefPubMedPubMedCentral Wang H, Wang Z, Huang X, Chen Y, Wang H, Cui S, et al. Association of HIV Preexposure prophylaxis use with HIV incidence among men who have sex with men in China: a nonrandomized controlled trial. JAMA Netw Open. 2022;5:e2148782.CrossRefPubMedPubMedCentral
6.
go back to reference Haberer JE, Mujugira A, Mayer KH. The future of HIV pre-exposure prophylaxis adherence: reducing barriers and increasing opportunities. Lancet HIV. 2023;10:e404–11.CrossRefPubMed Haberer JE, Mujugira A, Mayer KH. The future of HIV pre-exposure prophylaxis adherence: reducing barriers and increasing opportunities. Lancet HIV. 2023;10:e404–11.CrossRefPubMed
7.
go back to reference Operario D, Sun S, Bermudez AN, Masa R, Shangani S, van der Elst E, et al. Integrating HIV and mental health interventions to address a global syndemic among men who have sex with men. Lancet HIV. 2022;9:e574–84.CrossRefPubMedPubMedCentral Operario D, Sun S, Bermudez AN, Masa R, Shangani S, van der Elst E, et al. Integrating HIV and mental health interventions to address a global syndemic among men who have sex with men. Lancet HIV. 2022;9:e574–84.CrossRefPubMedPubMedCentral
8.
go back to reference Beyrer C, Baral SD, van Griensven F, Goodreau SM, Chariyalertsak S, Wirtz AL, et al. Global epidemiology of HIV infection in men who have sex with men. Lancet. 2012;380:367–77.CrossRefPubMedPubMedCentral Beyrer C, Baral SD, van Griensven F, Goodreau SM, Chariyalertsak S, Wirtz AL, et al. Global epidemiology of HIV infection in men who have sex with men. Lancet. 2012;380:367–77.CrossRefPubMedPubMedCentral
9.
go back to reference Wei D, Wang X, You X, Luo X, Hao C, Gu J, et al. Prevalence of depression, anxiety and suicide among men who have sex with men in China: a systematic review and meta-analysis. Epidemiol Psychiatr Sci. 2020;29:e136.CrossRefPubMedPubMedCentral Wei D, Wang X, You X, Luo X, Hao C, Gu J, et al. Prevalence of depression, anxiety and suicide among men who have sex with men in China: a systematic review and meta-analysis. Epidemiol Psychiatr Sci. 2020;29:e136.CrossRefPubMedPubMedCentral
10.
go back to reference Miller SJ, Harrison SE, Sanasi-Bhola K. A Scoping Review Investigating Relationships between Depression, Anxiety, and the PrEP Care Continuum in the United States. Int J Environ Res Public Health. 2021;18:11431.CrossRefPubMedPubMedCentral Miller SJ, Harrison SE, Sanasi-Bhola K. A Scoping Review Investigating Relationships between Depression, Anxiety, and the PrEP Care Continuum in the United States. Int J Environ Res Public Health. 2021;18:11431.CrossRefPubMedPubMedCentral
11.
go back to reference Colson PW, Franks J, Wu Y, Winterhalter FS, Knox J, Ortega H, et al. Adherence to Pre-exposure Prophylaxis in Black Men Who Have Sex with Men and Transgender Women in a Community Setting in Harlem. NY AIDS Behav. 2020;24:3436–55.CrossRefPubMed Colson PW, Franks J, Wu Y, Winterhalter FS, Knox J, Ortega H, et al. Adherence to Pre-exposure Prophylaxis in Black Men Who Have Sex with Men and Transgender Women in a Community Setting in Harlem. NY AIDS Behav. 2020;24:3436–55.CrossRefPubMed
12.
go back to reference Young LB, Lalley-Chareczko L, Clark D, Ramos MT, Nahan RA, Troutman GS, et al. Correlation of pre-exposure prophylaxis adherence to a mental health diagnosis or experience of childhood trauma in high-risk youth. Int J STD AIDS. 2020;31:440–6.CrossRefPubMed Young LB, Lalley-Chareczko L, Clark D, Ramos MT, Nahan RA, Troutman GS, et al. Correlation of pre-exposure prophylaxis adherence to a mental health diagnosis or experience of childhood trauma in high-risk youth. Int J STD AIDS. 2020;31:440–6.CrossRefPubMed
13.
go back to reference Zhang Y, Yan H, Fu G, Shi L, Zhang C, Lu H, et al. Exploring the effects of psychological factors on willingness to use and adherence to HIV pre⁃exposure prophylaxis among men who have sex with men by structural equation model. J Nanjing Med Univ (Natural Sciences). 2022;42:264–9. Zhang Y, Yan H, Fu G, Shi L, Zhang C, Lu H, et al. Exploring the effects of psychological factors on willingness to use and adherence to HIV pre⁃exposure prophylaxis among men who have sex with men by structural equation model. J Nanjing Med Univ (Natural Sciences). 2022;42:264–9.
14.
go back to reference Nagin DS. Analyzing developmental trajectories: a semiparametric, group-based approach. Psychol Methods. 1999;4:139–57.CrossRef Nagin DS. Analyzing developmental trajectories: a semiparametric, group-based approach. Psychol Methods. 1999;4:139–57.CrossRef
15.
go back to reference Velloza J, Hosek S, Donnell D, Anderson PL, Chirenje M, Mgodi N, et al. Assessing longitudinal patterns of depressive symptoms and the influence of symptom trajectories on HIV pre-exposure prophylaxis adherence among adolescent girls in the HPTN 082 randomized controlled trial. J Int AIDS Soc. 2021;24 Suppl 2(Suppl 2):e25731.CrossRefPubMed Velloza J, Hosek S, Donnell D, Anderson PL, Chirenje M, Mgodi N, et al. Assessing longitudinal patterns of depressive symptoms and the influence of symptom trajectories on HIV pre-exposure prophylaxis adherence among adolescent girls in the HPTN 082 randomized controlled trial. J Int AIDS Soc. 2021;24 Suppl 2(Suppl 2):e25731.CrossRefPubMed
16.
go back to reference Wu D, Zhong X, Deng R, Pan H, Gao Y, Lin B, et al. Study on anxiety and depression of men who have sex with men: an application of group-based trajectory model. Front Psychol. 2022;13:857203.CrossRefPubMed Wu D, Zhong X, Deng R, Pan H, Gao Y, Lin B, et al. Study on anxiety and depression of men who have sex with men: an application of group-based trajectory model. Front Psychol. 2022;13:857203.CrossRefPubMed
17.
go back to reference Li X, Liu Y, Han J, Lin K, Bai X, Lu F. Trajectories of depressive symptoms in young and middle-aged men who have sex with men with new HIV-diagnosis: a 1-year prospective cohort study in Beijing. China Front Public Health. 2023;11:1244624.CrossRefPubMed Li X, Liu Y, Han J, Lin K, Bai X, Lu F. Trajectories of depressive symptoms in young and middle-aged men who have sex with men with new HIV-diagnosis: a 1-year prospective cohort study in Beijing. China Front Public Health. 2023;11:1244624.CrossRefPubMed
18.
go back to reference Pasipanodya EC, Jain S, Sun X, Blumenthal J, Ellorin E, Corado K, et al. Trajectories and predictors of longitudinal Preexposure prophylaxis adherence among men who have sex with men. J Infect Dis. 2018;218:1551–9.CrossRefPubMedPubMedCentral Pasipanodya EC, Jain S, Sun X, Blumenthal J, Ellorin E, Corado K, et al. Trajectories and predictors of longitudinal Preexposure prophylaxis adherence among men who have sex with men. J Infect Dis. 2018;218:1551–9.CrossRefPubMedPubMedCentral
19.
go back to reference Wang H, Zhang Y, Mei Z, Jia Y, Leuba SI, Zhang J, et al. Protocol for a multicenter, real-world study of HIV pre-exposure prophylaxis among men who have sex with men in China (CROPrEP). BMC Infect Dis. 2019;19:721.CrossRefPubMedPubMedCentral Wang H, Zhang Y, Mei Z, Jia Y, Leuba SI, Zhang J, et al. Protocol for a multicenter, real-world study of HIV pre-exposure prophylaxis among men who have sex with men in China (CROPrEP). BMC Infect Dis. 2019;19:721.CrossRefPubMedPubMedCentral
20.
go back to reference Liu R, Xu K, Zhang X, Cheng F, Gao L, Xu J. HIV-Related Knowledge and Sexual Behaviors among Teenagers: implications for public health interventions. Children (Basel). 2023;10:1198.PubMed Liu R, Xu K, Zhang X, Cheng F, Gao L, Xu J. HIV-Related Knowledge and Sexual Behaviors among Teenagers: implications for public health interventions. Children (Basel). 2023;10:1198.PubMed
22.
go back to reference Sun Z, Liu H, JIao L, Zhou T, Yang L, Fan J. Reliability and validity of the Hospital Anxiety and Depression Scale. Chin J Clin Physicians (Electronic Edition). 2017;11:198–201. Sun Z, Liu H, JIao L, Zhou T, Yang L, Fan J. Reliability and validity of the Hospital Anxiety and Depression Scale. Chin J Clin Physicians (Electronic Edition). 2017;11:198–201.
23.
go back to reference Nguena Nguefack HL, Pagé MG, Katz J, Choinière M, Vanasse A, Dorais M, et al. Trajectory modelling techniques useful to epidemiological research: a comparative narrative review of approaches. Clin Epidemiol. 2020;12:1205–22.CrossRefPubMedPubMedCentral Nguena Nguefack HL, Pagé MG, Katz J, Choinière M, Vanasse A, Dorais M, et al. Trajectory modelling techniques useful to epidemiological research: a comparative narrative review of approaches. Clin Epidemiol. 2020;12:1205–22.CrossRefPubMedPubMedCentral
24.
go back to reference Sun Z, Gu Q, Dai Y, Zou H, Agins B, Chen Q, et al. Increasing awareness of HIV pre-exposure prophylaxis (PrEP) and willingness to use HIV PrEP among men who have sex with men: a systematic review and meta-analysis of global data. J Int AIDS Soc. 2022;25:e25883.CrossRefPubMedPubMedCentral Sun Z, Gu Q, Dai Y, Zou H, Agins B, Chen Q, et al. Increasing awareness of HIV pre-exposure prophylaxis (PrEP) and willingness to use HIV PrEP among men who have sex with men: a systematic review and meta-analysis of global data. J Int AIDS Soc. 2022;25:e25883.CrossRefPubMedPubMedCentral
25.
go back to reference Achterbergh RCA, Hoornenborg E, Boyd A, Coyer L, Meuzelaar SJA, Hogewoning AA, et al. Changes in mental health and drug use among men who have sex with men using daily and event-driven pre-exposure prophylaxis: Results from a prospective demonstration project in Amsterdam, the Netherlands. EClinicalMedicine. 2020;26:100505.CrossRefPubMedPubMedCentral Achterbergh RCA, Hoornenborg E, Boyd A, Coyer L, Meuzelaar SJA, Hogewoning AA, et al. Changes in mental health and drug use among men who have sex with men using daily and event-driven pre-exposure prophylaxis: Results from a prospective demonstration project in Amsterdam, the Netherlands. EClinicalMedicine. 2020;26:100505.CrossRefPubMedPubMedCentral
26.
go back to reference Hu Y, Zhong X-N, Peng B, Zhang Y, Liang H, Dai J-H, et al. Comparison of depression and anxiety between HIV-negative men who have sex with men and women (MSMW) and men who have sex with men only (MSMO): a cross-sectional study in Western China. BMJ Open. 2019;9:e023498.CrossRefPubMedPubMedCentral Hu Y, Zhong X-N, Peng B, Zhang Y, Liang H, Dai J-H, et al. Comparison of depression and anxiety between HIV-negative men who have sex with men and women (MSMW) and men who have sex with men only (MSMO): a cross-sectional study in Western China. BMJ Open. 2019;9:e023498.CrossRefPubMedPubMedCentral
27.
go back to reference Zea MC, Barnett AP, Río-González AMD, Parchem B, Pinho V, Le H-N, et al. Experiences of Violence and Mental Health Outcomes among Colombian Men who have Sex with Men (MSM) and Transgender Women. J Interpers Violence. 2022;37:NP11991-2013.CrossRefPubMed Zea MC, Barnett AP, Río-González AMD, Parchem B, Pinho V, Le H-N, et al. Experiences of Violence and Mental Health Outcomes among Colombian Men who have Sex with Men (MSM) and Transgender Women. J Interpers Violence. 2022;37:NP11991-2013.CrossRefPubMed
28.
go back to reference Okonkwo N, Rwema JOT, Lyons C, Liestman B, Nyombayire J, Olawore O, et al. The Relationship Between Sexual Behavior Stigma and Depression Among Men Who have Sex with Men and Transgender Women in Kigali, Rwanda: a Cross-sectional Study. Int J Ment Health Addict. 2022;20:3228–43.CrossRefPubMed Okonkwo N, Rwema JOT, Lyons C, Liestman B, Nyombayire J, Olawore O, et al. The Relationship Between Sexual Behavior Stigma and Depression Among Men Who have Sex with Men and Transgender Women in Kigali, Rwanda: a Cross-sectional Study. Int J Ment Health Addict. 2022;20:3228–43.CrossRefPubMed
29.
go back to reference Defechereux PA, Mehrotra M, Liu AY, McMahan VM, Glidden DV, Mayer KH, et al. Depression and Oral FTC/TDF Pre-exposure Prophylaxis (PrEP) Among Men and Transgender Women Who Have Sex With Men (MSM/TGW). AIDS Behav. 2016;20:1478–88.CrossRefPubMed Defechereux PA, Mehrotra M, Liu AY, McMahan VM, Glidden DV, Mayer KH, et al. Depression and Oral FTC/TDF Pre-exposure Prophylaxis (PrEP) Among Men and Transgender Women Who Have Sex With Men (MSM/TGW). AIDS Behav. 2016;20:1478–88.CrossRefPubMed
30.
go back to reference Liu J, Zhong X, Lu Z, Peng B, Zhang Y, Liang H, et al. Anxiety and Depression Associated with Anal Sexual Practices among HIV-Negative Men Who Have Sex with Men in Western China. Int J Environ Res Public Health. 2020;17:464.CrossRefPubMedPubMedCentral Liu J, Zhong X, Lu Z, Peng B, Zhang Y, Liang H, et al. Anxiety and Depression Associated with Anal Sexual Practices among HIV-Negative Men Who Have Sex with Men in Western China. Int J Environ Res Public Health. 2020;17:464.CrossRefPubMedPubMedCentral
31.
go back to reference Wu H, Xiu C, Fu X, Li M, Wang Z, Li X, et al. Syphilis associated with recreational drug use, depression and high-risk sexual behaviour in men who have sex with men: a case-control study in China. Sex Transm Infect. 2019;95:267–72.CrossRefPubMed Wu H, Xiu C, Fu X, Li M, Wang Z, Li X, et al. Syphilis associated with recreational drug use, depression and high-risk sexual behaviour in men who have sex with men: a case-control study in China. Sex Transm Infect. 2019;95:267–72.CrossRefPubMed
32.
go back to reference Shuper PA, Joharchi N, Bogoch II, Loutfy M, Crouzat F, El-Helou P, et al. Alcohol consumption, substance use, and depression in relation to HIV Pre-Exposure Prophylaxis (PrEP) nonadherence among gay, bisexual, and other men-who-have-sex-with-men. BMC Public Health. 2020;20:1782.CrossRefPubMedPubMedCentral Shuper PA, Joharchi N, Bogoch II, Loutfy M, Crouzat F, El-Helou P, et al. Alcohol consumption, substance use, and depression in relation to HIV Pre-Exposure Prophylaxis (PrEP) nonadherence among gay, bisexual, and other men-who-have-sex-with-men. BMC Public Health. 2020;20:1782.CrossRefPubMedPubMedCentral
33.
go back to reference Reiriz M, Rodríguez-Expósito B, Jiménez-García AJ, Uceda S, Arias N. Pre-Exposure Prophylaxis, Anxiety, Depression and Sexual SatisfactionAmong Men Who Have Sex With Men. Psicothema. 2023;35:159–69.PubMed Reiriz M, Rodríguez-Expósito B, Jiménez-García AJ, Uceda S, Arias N. Pre-Exposure Prophylaxis, Anxiety, Depression and Sexual SatisfactionAmong Men Who Have Sex With Men. Psicothema. 2023;35:159–69.PubMed
34.
go back to reference Mehrotra ML, Glidden DV, McMahan V, Amico KR, Hosek S, Defechereux P, et al. The Effect of Depressive Symptoms on Adherence to Daily Oral PrEP in Men who have Sex with Men and Transgender Women: A Marginal Structural Model Analysis of The iPrEx OLE Study. AIDS Behav. 2016;20:1527–34.CrossRefPubMedPubMedCentral Mehrotra ML, Glidden DV, McMahan V, Amico KR, Hosek S, Defechereux P, et al. The Effect of Depressive Symptoms on Adherence to Daily Oral PrEP in Men who have Sex with Men and Transgender Women: A Marginal Structural Model Analysis of The iPrEx OLE Study. AIDS Behav. 2016;20:1527–34.CrossRefPubMedPubMedCentral
35.
go back to reference Mannheimer S, Hirsch-Moverman Y, Franks J, Loquere A, Hughes JP, Li M, et al. Factors Associated With Sex-Related Pre-exposure Prophylaxis Adherence Among Men Who Have Sex With Men in New York City in HPTN 067. J Acquir Immune Defic Syndr. 2019;80:551–8.CrossRefPubMedPubMedCentral Mannheimer S, Hirsch-Moverman Y, Franks J, Loquere A, Hughes JP, Li M, et al. Factors Associated With Sex-Related Pre-exposure Prophylaxis Adherence Among Men Who Have Sex With Men in New York City in HPTN 067. J Acquir Immune Defic Syndr. 2019;80:551–8.CrossRefPubMedPubMedCentral
36.
go back to reference Di Ciaccio M, Villes V, Michels D, Morel S, Delabre RM, Rojas Castro D, et al. Impact of the early 2020 COVID-19 crisis and lockdown on PrEP use among men who have sex with men (MSM) in France. Sex Transm Infect. 2022;98:510–7.CrossRefPubMed Di Ciaccio M, Villes V, Michels D, Morel S, Delabre RM, Rojas Castro D, et al. Impact of the early 2020 COVID-19 crisis and lockdown on PrEP use among men who have sex with men (MSM) in France. Sex Transm Infect. 2022;98:510–7.CrossRefPubMed
37.
go back to reference Haberer JE, Bukusi EA, Mugo NR, Pyra M, Kiptinness C, Oware K, et al. Effect of SMS reminders on PrEP adherence in young Kenyan women (MPYA study): a randomised controlled trial. Lancet HIV. 2021;8:e130–7.CrossRefPubMedPubMedCentral Haberer JE, Bukusi EA, Mugo NR, Pyra M, Kiptinness C, Oware K, et al. Effect of SMS reminders on PrEP adherence in young Kenyan women (MPYA study): a randomised controlled trial. Lancet HIV. 2021;8:e130–7.CrossRefPubMedPubMedCentral
38.
go back to reference Jin X, Wang H, Li H, Chu Z, Zhang J, Hu Q, et al. Real-time monitoring and just-in-time intervention for adherence to pre-exposure prophylaxis among men who have sex with men in China: a multicentre RCT study protocol. BMC Public Health. 2020;20:1160.CrossRefPubMedPubMedCentral Jin X, Wang H, Li H, Chu Z, Zhang J, Hu Q, et al. Real-time monitoring and just-in-time intervention for adherence to pre-exposure prophylaxis among men who have sex with men in China: a multicentre RCT study protocol. BMC Public Health. 2020;20:1160.CrossRefPubMedPubMedCentral
Metadata
Title
Trajectories of anxiety and depression among Chinese men who have sex with men on pre-exposure prophylaxis: a group-based trajectory model approach
Authors
Shuo Chen
Yan-Yan Zhu
Zhen-Xing Chu
Hui Zhou
Miao Liu
Yong-Jun Jiang
Qing-Hai Hu
for the China Real-World Oral Intake of PrEP (CROPrEP) Study Team
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-17854-x

Other articles of this Issue 1/2024

BMC Public Health 1/2024 Go to the issue