1
|
Yu E, Du J, Xiang Y, Hu X, Feng J, Luo X, Schneider JA, Zhi D, Fujimoto K, Tao C. Explainable artificial intelligence and domain adaptation for predicting HIV infection with graph neural networks. Ann Med 2024; 56:2407063. [PMID: 39417227 PMCID: PMC11488171 DOI: 10.1080/07853890.2024.2407063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 05/15/2024] [Accepted: 05/23/2024] [Indexed: 10/19/2024] Open
Abstract
OBJECTIVE Investigation of explainable deep learning methods for graph neural networks to predict HIV infections with social network information and performing domain adaptation to evaluate model transferability across different datasets. METHODS Network data from two cohorts of younger sexual minority men (SMM) from two U.S. cities (Chicago, IL, and Houston, TX) were collected between 2014 and 2016. Feature importance from graph attention network (GAT) models were determined using GNNExplainer. Domain adaptation was performed to examine model transferability from one city dataset to the other dataset, training with 100% of the source dataset with 30% of the target dataset and prediction on the remaining 70% from the target dataset. RESULTS Domain adaptation showed the ability of GAT to improve prediction over training with single city datasets. Feature importance analysis with GAT models in single city training indicated similar features across different cities, reinforcing potential application of GAT models in predicting HIV infections through domain adaptation. CONCLUSION GAT models can be used to address the data sparsity issue in HIV study populations. They are powerful tools for predicting individual risk of HIV that can be further explored for better understanding of HIV transmission.
Collapse
Affiliation(s)
- Evan Yu
- School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jingcheng Du
- School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Yang Xiang
- School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Xinyue Hu
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Jingna Feng
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Xi Luo
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - John A. Schneider
- Departments of Medicine and Public Health Sciences, University of Chicago, Chicago, IL, USA
| | - Degui Zhi
- School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Kayo Fujimoto
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Cui Tao
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
| |
Collapse
|
2
|
Huang FF, Chen WT, Shiu C, Yang JP, Zhao H. Relationships between spirituality and mental stress in people living with HIV in China: A cross-sectional study. Ment Health Relig Cult 2023; 26:276-289. [PMID: 37974904 PMCID: PMC10651058 DOI: 10.1080/13674676.2023.2219620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 05/24/2023] [Indexed: 11/19/2023]
Abstract
There are limited reports on the relationship between spirituality and mental stress in PLWH in China, who may be subject to anti-religious pressures from the government. In this study, we aimed to understand whether spirituality influences Chinese PLWH's mental stress and, if so, at what level. We recruited 200 PLWHs from Beijing's Ditan Hospital to complete a cross-sectional survey inquiring about their practice of spirituality as well as their level of mental stress. The study found that PLWH who presented with a mid-level of spirituality have the highest mental stress when compared to those who have a low level of spiritual beliefs or a high level of spiritual beliefs. This study points to the utility of healthcare providers taking PLWH's potential spirituality into consideration, perhaps in particular for those with a moderate level of spirituality, in order to provide the most comprehensive care possible.
Collapse
Affiliation(s)
- Fei Fei Huang
- School of Nursing, Fujian Medical University, Fuzhou, China
| | - Wei-Ti Chen
- School of Nursing, University of California Los Angeles, Los Angeles, CA, USA
| | - Chengshi Shiu
- National Taiwan University, Department of Social Work, Taipei, Taiwan
| | - Joyce P. Yang
- Department of Psychology, University of San Francisco, San Francisco, CA, USA
| | - Hongxin Zhao
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
3
|
Jin W, Ni Y, Rubin LH, Spence AB, Xu Y. A Bayesian nonparametric approach for inferring drug combination effects on mental health in people with HIV. Biometrics 2022; 78:988-1000. [PMID: 34145900 PMCID: PMC10515268 DOI: 10.1111/biom.13508] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 05/11/2021] [Accepted: 05/19/2021] [Indexed: 11/27/2022]
Abstract
Although combination antiretroviral therapy (ART) with three or more drugs is highly effective in suppressing viral load for people with HIV (human immunodeficiency virus), many ART agents may exacerbate mental health-related adverse effects including depression. Therefore, understanding the effects of combination ART on mental health can help clinicians personalize medicine with less adverse effects to avoid undesirable health outcomes. The emergence of electronic health records offers researchers' unprecedented access to HIV data including individuals' mental health records, drug prescriptions, and clinical information over time. However, modeling such data is challenging due to high dimensionality of the drug combination space, the individual heterogeneity, and sparseness of the observed drug combinations. To address these challenges, we develop a Bayesian nonparametric approach to learn drug combination effect on mental health in people with HIV adjusting for sociodemographic, behavioral, and clinical factors. The proposed method is built upon the subset-tree kernel that represents drug combinations in a way that synthesizes known regimen structure into a single mathematical representation. It also utilizes a distance-dependent Chinese restaurant process to cluster heterogeneous populations while considering individuals' treatment histories. We evaluate the proposed approach through simulation studies, and apply the method to a dataset from the Women's Interagency HIV Study, showing the clinical utility of our model in guiding clinicians to prescribe informed and effective personalized treatment based on individuals' treatment histories and clinical characteristics.
Collapse
Affiliation(s)
- Wei Jin
- Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD 21218
| | - Yang Ni
- Department of Statistics, Texas A&M University, College Station, TX 77843
| | - Leah H. Rubin
- Departments of Neurology and Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Amanda B. Spence
- Department of Medicine, Georgetown University, Washington, DC 20057
| | - Yanxun Xu
- Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD 21218
| |
Collapse
|
4
|
Li Y, Ni Y, Rubin LH, Spence AB, Xu Y. BAGEL: A BAYESIAN GRAPHICAL MODEL FOR INFERRING DRUG EFFECT LONGITUDINALLY ON DEPRESSION IN PEOPLE WITH HIV. Ann Appl Stat 2022; 16:21-39. [PMID: 35765300 PMCID: PMC9236217 DOI: 10.1214/21-aoas1492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Access and adherence to antiretroviral therapy (ART) has transformed the face of HIV infection from a fatal to a chronic disease. However, ART is also known for its side effects. Studies have reported that ART is associated with depressive symptomatology. Large-scale HIV clinical databases with individuals' longitudinal depression records, ART medications, and clinical characteristics offer researchers unprecedented opportunities to study the effects of ART drugs on depression over time. We develop BAGEL, a Bayesian graphical model to investigate longitudinal effects of ART drugs on a range of depressive symptoms while adjusting for participants' demographic, behavior, and clinical characteristics, and taking into account the heterogeneous population through a Bayesian nonparametric prior. We evaluate BAGEL through simulation studies. Application to a dataset from the Women's Interagency HIV Study yields interpretable and clinically useful results. BAGEL not only can improve our understanding of ART drugs effects on disparate depression symptoms, but also has clinical utility in guiding informed and effective treatment selection to facilitate precision medicine in HIV.
Collapse
Affiliation(s)
- Yuliang Li
- Department of Applied Mathematics and Statistics, Johns Hopkins University
| | - Yang Ni
- Department of Statistics, Texas A&M University
| | - Leah H. Rubin
- Departments of Neurology and Psychiatry, Johns Hopkins University School of Medicine
| | | | - Yanxun Xu
- Department of Applied Mathematics and Statistics, Johns Hopkins University,
| |
Collapse
|
5
|
Dhaliwal JS, Chan LG, Goh JCB, Koh KHE, Wong CS. Mental health and implications for antiretroviral adherence in a multiethnic Asian cohort. Sex Transm Infect 2021; 98:497-502. [PMID: 34911749 PMCID: PMC9613859 DOI: 10.1136/sextrans-2021-055153] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 11/21/2021] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES Research suggests a high prevalence of depression and anxiety in people living with HIV, resulting in negative health outcomes and poorer help-seeking behaviours when undetected. Subsequent disease progression and non-adherence to treatment constitute a significant barrier to HIV treatment. This paper aims to identify the risk factors for the development of psychological distress and non-adherence to antiretroviral medication in people living with HIV. METHODS An HIV outpatient clinical service screened for anxiety and depressive symptoms. As part of a retrospective analysis of the cohort, independent sample t-test and χ2 test were conducted to examine differences between symptomatic and asymptomatic patients in demographic variables such as mode of transmission and disclosure to family; clinical indicators such as psychiatric history and history of alcohol and substance use; and outcome variables such as current psychological distress and non-adherence. Binary logistic regression was conducted to determine predictors of psychological distress and non-adherence. RESULTS After adjusting for age, no history of alcohol use and psychiatric history were found to be significant risk factors for psychological distress during the programme. Older patients were less likely to be symptomatic during the programme. After adjusting for age, having received intervention and psychiatric history, significant risk factors for non-adherence to antiretroviral medication were mode of transmission, history of smoking and being symptomatic during the programme. CONCLUSION Significant psychological distress occurring early in HIV care predicts future non-adherence to antiretroviral treatment, highlighting the importance of early detection and intervention for psychological distress in people living with HIV. Mental health interventions should be intercalated with treatment adherence interventions to improve HIV treatment outcomes.
Collapse
Affiliation(s)
- Jaspal Singh Dhaliwal
- Psychiatry, Tan Tock Seng Hospital, Singapore .,Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | | | | | - Chen Seong Wong
- Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,National Centre for Infectious Diseases, Singapore.,Infectious Diseases, Tan Tock Seng Hospital, Singapore
| |
Collapse
|
6
|
Bui TM, Chiu R, Chiu RG, Nguyen QN, Nguyen LH, Nguyen HLT, Vu LG, Vu GT, Van Ngo T, Vu TMT, Tran BX, Latkin CA, Ho CSH, Ho RCM. Depressive symptoms are associated with immunological failure among HIV-positive patients in Vietnam. PSYCHOL HEALTH MED 2021; 28:1244-1250. [PMID: 34789031 DOI: 10.1080/13548506.2021.2005808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
As the lives of people living with HIV (PLWH) become increasingly normalized, more focus is being given to the associated comorbidities of HIV, including those related to mental health such as depression. This study aims to evaluate the correlation between depressive symptoms and HIV outcomes in Vietnam through the measurement of CD4 cell count. A mixed design was utilized, in which both a longitudinal assessment of CD4 cell counts and a cross-sectional survey of depressive symptoms were conducted on 481 patients in the Bach Mai and Ha Dong HIV clinics (Hanoi, Vietnam). CD4 cell count data was extracted from the medical records of participants, and depressive symptoms were screened using the Patient Health Questionnaire (PHQ-9). The results illustrate that the presence of moderately severe to severe depressive symptoms is associated with lower CD4 cell counts, indicating poorer HIV outcomes resulting from comorbid depression. This correlation was especially noticeable in the PHQ-9 items for psychomotor agitation/retardation (p < 0.05) and suicidal ideation (p < 0.05). Future policy and treatment options for HIV in Vietnam should consider the presence of comorbid mental health conditions in order to provide more suitable and effective treatment in the goal of providing a higher quality of life for PLWH.
Collapse
Affiliation(s)
- Thu Minh Bui
- Bach Mai Medical College, Bach Mai Hospital, Hanoi, Vietnam
| | - Richard Chiu
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Ryan G Chiu
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Quang N Nguyen
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Vietnam.,Institute for Global Health Innovations, Duy Tan University, Da Nang, Vietnam.,UFR Biosciences Department Université Claude Bernard Lyon 1, Villeurbanne, France
| | - Long Hoang Nguyen
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Huong Lan Thi Nguyen
- Institute for Global Health Innovations, Duy Tan University, Da Nang, Vietnam.,Faculty of Nursing, Duy Tan University, Da Nang, Vietnam
| | - Linh Gia Vu
- Institute for Global Health Innovations, Duy Tan University, Da Nang, Vietnam.,Faculty of Nursing, Duy Tan University, Da Nang, Vietnam
| | - Giang Thu Vu
- Center of Excellence in Evidence-based Medicine, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
| | - Toan Van Ngo
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Vietnam
| | - Thuc Minh Thi Vu
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Vietnam
| | - Bach Xuan Tran
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Vietnam.,Center of Excellence in Evidence-based Medicine, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
| | - Carl A Latkin
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MA, USA
| | - Cyrus S H Ho
- Department of Psychological Medicine, National University Hospital, Singapore, Singapore.,Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Roger C M Ho
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Institute for Health Innovation and Technology (IHealthtech), National University of Singapore, Singapore, Singapore
| |
Collapse
|
7
|
A Prospective Study of Depressive Symptoms, Condomless Sex, and HIV Viral Load in HIV-Positive Female Sex Workers in Kenya. AIDS Behav 2021; 25:3047-3056. [PMID: 33880670 DOI: 10.1007/s10461-021-03258-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/05/2021] [Indexed: 10/21/2022]
Abstract
The relationships between depressive symptoms, viral suppression, and condomless sex were examined in a prospective cohort study of 369 HIV-positive Kenyan female sex workers. Participants were screened for depressive symptoms at baseline and every six months until completion of the study (up to 66 months). HIV viral load (VL) was measured every six months and prostate specific antigen (PSA) testing in vaginal secretions was performed quarterly. Mild or greater depressive symptoms were found in 100 (27.1%) women and were associated with increased risk of detectable VL (aRR 1.41, 95%CI 0.97-2.07, p-value = 0.07), but were not associated with detectable PSA. The co-occurrence of PSA detection and detectable VL at the same visit suggests the potential for HIV transmission but was uncommon (2.4% of visits). The prevalence of depressive symptoms and the association with detectable VL suggests the need for screening and treatment of depression for comprehensive HIV care in this population.
Collapse
|
8
|
Johnson K. The Increased Risk for HIV and Other Sexually Transmitted Infections Among Substance-Using and Depressed Women in the Legal System. JOURNAL OF HEALTHCARE, SCIENCE AND THE HUMANITIES 2021; 11:225-250. [PMID: 36818208 PMCID: PMC9930520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
This study was conducted in Alabama's Black Belt Counties to examine the association between household food insecurity and self-reported health status. Data were collected from 400 households to measure household food insecurity and self-reported general health status using the U.S. Food Security Module. In bivariate analyses, household food insecurity was Policy changes to increase economic resources and access to federal food programs are needed to reduce household food insecurity in this region. Gendered experiences in the context of consequences of poverty should not be ignored.
Collapse
Affiliation(s)
- Karen Johnson
- University of Alabama, Little Hall, 670 Judy Bonner Drive, Tuscaloosa, AL 35401, ph: (718) 709-1907, fax: 205-348-9419,
| |
Collapse
|
9
|
Blain M, Richardson BA, Kinuthia J, Poole DN, Jaoko W, Wilson KS, Kaggiah A, Simoni JM, Farquhar C, McClelland RS. Psychosocial Factors, Condomless Sex, and Detectable Viral Load in HIV-Positive Women in Serodiscordant Couples in Nairobi, Kenya. AIDS Behav 2020; 24:3346-3358. [PMID: 32394232 PMCID: PMC7655612 DOI: 10.1007/s10461-020-02907-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
This prospective study of HIV-positive Kenyan women in serodiscordant couples examined relationships between psychosocial factors, viral suppression, and condomless sex. Participants were screened for alcohol use disorders and intimate partner violence (IPV) annually and depressive symptoms every 6 months. Prostate specific antigen (PSA) detection was used as a marker for condomless sex. A total of 151 participants contributed 349 person-years of follow-up. Hazardous/harmful alcohol use was associated with increased risk of detecting PSA in vaginal secretions (aRR 1.99, 95%CI 1.08-3.66, χ2 = 4.85 (1)), while IPV and depression were not. Events representing HIV transmission potential, where there was biological evidence of condomless sex at a visit with a detectable plasma viral load, were observed at 2% of visits. The high prevalence of IPV and association between alcohol use and sexual risk suggest the need for monitoring and support for these conditions as part of comprehensive HIV care for women.
Collapse
Affiliation(s)
- Michela Blain
- Department of Medicine, University of Washington, 1959 NE Pacific Street, UW Box 356423, Seattle, WA, 98195, USA.
| | - Barbra A Richardson
- Department of Biostatistics, University of Washington, Seattle, USA
- Department of Global Health, University of Washington, Seattle, USA
| | - John Kinuthia
- Department of Global Health, University of Washington, Seattle, USA
- Department of Obstetrics and Gynecology, University of Nairobi, Nairobi, Kenya
| | - Danielle N Poole
- Department of Medicine, University of Washington, 1959 NE Pacific Street, UW Box 356423, Seattle, WA, 98195, USA
| | - Walter Jaoko
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Kate S Wilson
- Department of Global Health, University of Washington, Seattle, USA
| | | | - Jane M Simoni
- Department of Psychology, University of Washington, Seattle, USA
| | - Carey Farquhar
- Department of Medicine, University of Washington, 1959 NE Pacific Street, UW Box 356423, Seattle, WA, 98195, USA
- Department of Global Health, University of Washington, Seattle, USA
- Department of Epidemiology, University of Washington, Seattle, USA
| | - R Scott McClelland
- Department of Medicine, University of Washington, 1959 NE Pacific Street, UW Box 356423, Seattle, WA, 98195, USA
- Department of Global Health, University of Washington, Seattle, USA
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
- Department of Epidemiology, University of Washington, Seattle, USA
| |
Collapse
|
10
|
Tshering K, Suksomboon N, Thavorncharoensap M, Poolsup N. Prevalence and factors associated with depression among adult HIV patients attending ART clinics: a cross-sectional study in Western Bhutan. AIDS Care 2020; 33:1139-1145. [PMID: 32951439 DOI: 10.1080/09540121.2020.1822987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Depression is highly prevalent among people living with human immunodeficiency virus across the globe. Data regarding prevalence and factors associated with depression among HIV-infected individuals in Bhutan remained unknown. Therefore, a cross-sectional study was undertaken among 103 adult (≥18 years) HIV patients attending anti-retroviral therapy clinics located at four different hospitals in Western Bhutan. Depression was assessed using the translated and validated Bhutanese version of centre for epidemiologic studies depression scale-revised. The overall response rate of our participants was 73.6%. Age of our participants ranged from 23 to 79 (mean = 40.29, standard deviation ± 11.22) years. The overall prevalence of depression among our participants was 27.2% (95% confidence interval [CI]: 19.4-35.9). Multivariate binary logistic regression analysis showed that females (adjusted odds ratio (AOR) = 3.96, 95% CI: 1.37-11.41) and the poor perceived family support (AOR = 3.31, 95% CI: 1.20-9.10) were significantly associated with depression. Divorced, low income, drinking alcohol and CD4 <200 cells/mm3 had no associations with depression. We recommend mental health interventions to be integrated into routine HIV care in Bhutan for proper management of depression.
Collapse
Affiliation(s)
- Kezang Tshering
- Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand.,Department of Pharmacy, Jigme Dorji Wangchuck National Referral Hospital, Thimphu, Bhutan
| | - Naeti Suksomboon
- Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | | | - Nalinee Poolsup
- Department of Pharmacy, Faculty of Pharmacy, Silpakorn University, Nakhon-Pathom, Thailand
| |
Collapse
|
11
|
Yousuf A, Musa R, Isa MLM, Arifin SRM. Anxiety and Depression Among Women Living with HIV: Prevalence and Correlations. Clin Pract Epidemiol Ment Health 2020; 16:59-66. [PMID: 32742296 PMCID: PMC7372730 DOI: 10.2174/1745017902016010059] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 05/20/2020] [Accepted: 05/27/2020] [Indexed: 11/22/2022]
Abstract
INTRODUCTION It has been found that HIV positive women are becoming increasingly affected by various illnesses, including Common Mental Disorders (CMDs) such as depression. Such comorbidity escalates the disease progression to the severe stage and commonly hinders treatment adherence. This study determined the prevalence of anxiety and depression amidst women living with HIV. METHODS Based on a cross-sectional and facility-based study, 357 HIV positive women were recruited using the systematic sampling technique from two public hospitals in Jijiga town, Ethiopia. The Hospital Anxiety and Depression Scale (HADS) was administered for screening, and followed by a pre-tested questionnaire that comprised of Perceived Social Support and HIV stigma. RESULTS The results revealed that the prevalence of both anxiety and depression amidst HIV positive women was 28.9% and 32.5%, respectively. In the multivariate analysis, it was discovered that lack of formal education, being divorced, unemployed, and earning a monthly income less than 1400 ETB (37.5 USD) were significantly associated with depression. Women with symptomatic HIV clinical stage III (AOR =2.06, 95% C.I (0.75-5.61), with CD4 cell count below 250 (AOR = 1.14, 95% C.I (0.57-2.28), and with co-infections (AOR= 1.04, 95% C.I (0.40-2.71) also suffered from depression. CONCLUSION The study outcomes show that the prevalence of depression in women with HIV was 32.5%, but they were more likely to be depressed if they were illiterate, divorced, unemployed or had a financial burden. In addition, HIV positive women with less CD4 cell count and in the final clinical stage or suffered from a co-infection were also associated with depressive symptoms. This signifies the public health implications of psychological and cognitive morbidities of the illness among these women with chronic illnesses. Hence, future mental health interventions and HIV care should be integrated with substantial emphasis given to vulnerable groups, including HIV positive women.
Collapse
Affiliation(s)
- Abdilahi Yousuf
- College of Medicine and Health Sciences, Jijiga University, Jijiga, Ethiopia
| | - Ramli Musa
- Department of Psychiatric, Kulliyah of Medicine, IIUM, Kuantan, Malaysia
| | | | | |
Collapse
|
12
|
Abstract
Depressive symptoms may differ in severity and change over time in people living with HIV (PLWH). Describing depression trajectories and associated clinical characteristics of PLWH in an interventional study may help in developing a more personalized medicine approach. Using latent class growth analysis four, 15-month self-reported depression trajectories were identified in 416 PLWH participating in a collaborative care program. The four subgroups were characterized by improving (58.4% [of participants]), worsening (9.4%), highly responsive (19.5%) and persistently severe (12.7%) depressive symptoms. A high proportion of individuals were in trajectories marked by improvement. Further, the highly responsive group had on average, over 50% reduction of self-reported depressive symptoms. Self-reported trauma, posttraumatic stress disorder, lower neighborhood-level education and fewer HIV and psychiatry clinic visits were associated with worsening or persistently severe depressive symptom trajectories. Members of the persistently severe group were less likely to be virally suppressed after 12-months. Identifying subgroups of PLWH based on changes in self-reported depressive symptoms may further inform intervention approaches that can advance care.
Collapse
|
13
|
Plys E, Desrichard O. Associations Between Positive and Negative Affect and the Way People Perceive Their Health Goals. Front Psychol 2020; 11:334. [PMID: 32194483 PMCID: PMC7063053 DOI: 10.3389/fpsyg.2020.00334] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Accepted: 02/12/2020] [Indexed: 11/30/2022] Open
Abstract
Objective Why are people who suffer from depressive symptoms or chronic negative mood less likely to adopt a healthy lifestyle? We postulated that adoption of health goals (HGs) and health behaviors is impeded by negative affect (NA) and facilitated by positive affect (PA). Our aim was to assess the associations between NA and PA, measured as a state and as a trait, and perceptions of HGs and related means. In our studies we tested the relationship between perceptions of HGs and affect measured as a state and as a trait. Methods Participants in three online studies were asked to choose and evaluate a health goal (Studies 1–3) or a health goal and related means (Study 3). In Study 1 we used the personal project analysis to assess 10 dimensions of HGs, inter-goal interference, and inter-goal facilitation; in Studies 2 and 3 we used a specially designed questionnaire to assess the difficulty, attainability, controllability, and congruency with self-identity of HGs and related means. We used the Positive and Negative Affect Schedule to measure trait and state affect and the NEO PI-R to measure neuroticism and extraversion. Results Participants perceived their HGs and related means in mood-congruent ways. High NA participants perceived their HGs to be less controllable, less attainable, more difficult, and less congruent with their self-identity. They also perceived their related means to be more difficult and less congruent with their self-identity. In contrast, high PA participants perceived their HGs and related means to be more attainable and more congruent with their self-identity, and they evaluated their related means as less difficult. In addition, our results suggest that state affect is better associated with perceptions of HGs than trait affect. Conclusion The adoption and attainment of HGs is likely to be facilitated by PA but impeded by NA. PA and NA may also impact the adoption and maintenance of healthy lifestyles. These results help provide a better understanding of the reasons why people with depression or negative mood adhere to behaviors that compromise their health.
Collapse
Affiliation(s)
- Ekaterina Plys
- Health Psychology Research Group, Faculty of Psychology and Education Sciences, University of Geneva, Geneva, Switzerland
| | - Olivier Desrichard
- Health Psychology Research Group, Faculty of Psychology and Education Sciences, University of Geneva, Geneva, Switzerland
| |
Collapse
|
14
|
Closson K, Osborne C, Smith DM, Kesselring S, Eyawo O, Card K, Sereda P, Jabbari S, Franco-Villalobos C, Ahmed T, Gabler K, Patterson T, Hull M, Montaner JSG, Hogg RS. Correction to: Factors Associated with Mood Disorder Diagnosis Among a Population Based Cohort of Men and Women Living With and Without HIV in British Columbia Between 1998 and 2012. AIDS Behav 2020; 24:345-355. [PMID: 31820184 DOI: 10.1007/s10461-019-02693-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Using data from the Comparison of Outcomes and Service Utilization Trends (COAST) study we examined factors associated with mood disorder diagnosis (MDD) among people living with HIV (PLHIV) and HIV-negative individuals in British Columbia, Canada. MDD cases were identified between 1998 and 2012 using International Classification of Disease 9 and 10 codes. A total of 491,796 individuals were included and 1552 (23.7%) and 60,097 (12.4%) cases of MDD were identified among the HIV-positive and HIV-negative populations, respectively. Results showed HIV status was associated with greater odds of MDD among men and lower odds among women. Among PLHIV, MDD was significantly associated with: identifying as gay, bisexual or other men who have sex with men compared to heterosexuals; higher viral load; history of injection drug use; and concurrent anxiety, dysthymia, and substance use disorders. Findings highlight the need for comprehensive and holistic HIV and mental health care.
Collapse
Affiliation(s)
- Kalysha Closson
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada.
| | - Chuck Osborne
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | | | - Sarah Kesselring
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Oghenowede Eyawo
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Kiffer Card
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Paul Sereda
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Shahab Jabbari
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Conrado Franco-Villalobos
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Tareq Ahmed
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Karyn Gabler
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | | | - Mark Hull
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- University of British Columbia, Vancouver, Canada
| | - Julio S G Montaner
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- University of British Columbia, Vancouver, Canada
| | - Robert S Hogg
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, 608-1081, Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| |
Collapse
|
15
|
Perrotte JK, Baumann MR, Garza RT, Hale WJ. The combined relations of gender, enculturation, and depressive symptoms with health risk behaviors in Mexican-Americans: a moderated mediation analysis. ETHNICITY & HEALTH 2020; 25:47-64. [PMID: 29086591 DOI: 10.1080/13557858.2017.1395813] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Accepted: 09/19/2017] [Indexed: 06/07/2023]
Abstract
Objectives: The present study investigated the relationships of enculturation and depressive symptoms with health risk behavior engagement in Mexican-American college students and examined how these relationships differed by gender. Previous research has noted consistent gender differences in health risk behavior (e.g. alcohol use, substance use, and risky sexual behavior) among Latina/os, and emphasized the role of U.S. acculturation in this difference. Research examining the role of heritage cultural retention (i.e. enculturation), and including the added influence of mental health variables, such as depressive symptoms, is currently lacking. This study sought to address this gap.Design: A large sample (N = 677) of Mexican-American college students from four universities (located in New York, California, Florida, and Texas) completed an online questionnaire assessing health risk behaviors and corresponding variables.Results: We found that males who endorsed more behavioral enculturation and depressive symptoms were more likely to engage in health risk behavior than all others in the sample. Contrary to previous literature, no relationship was found between behavioral enculturation and health risk behavior in females.Conclusion: The current study found behavioral enculturation to be associated with depressive symptoms, and in turn with health risk behaviors among the males in our sample. Additional research will be needed to identify the mechanism underlying the relationship between enculturation and depressive symptoms as well as between depressive symptoms and risky behavior.
Collapse
Affiliation(s)
| | - Michael R Baumann
- Department of Psychology, The University of Texas, San Antonio, TX, USA
| | - Raymond T Garza
- Department of Psychology, The University of Texas, San Antonio, TX, USA
| | - Willie J Hale
- Department of Psychology, The University of Texas, San Antonio, TX, USA
| |
Collapse
|
16
|
Yousuf A, Mohd Arifin SR, Musa R, Md Isa ML. Depression and HIV Disease Progression: A Mini-Review. Clin Pract Epidemiol Ment Health 2019; 15:153-159. [PMID: 32174997 PMCID: PMC7040472 DOI: 10.2174/1745017901915010153] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 11/19/2019] [Accepted: 11/25/2019] [Indexed: 11/22/2022]
Abstract
Background Depression is the most common mental disorder and a leading cause of disability, which commonly presents unexplained psychological and physical symptoms. Depression and HIV/AIDS are commonly comorbid. This review provides an insight into the effect of depression on disease progression among people living with HIV. Methods A search for relevant articles was conducted using a database like MEDLINE, Scopus, PsycINFO and CINAHL. Peer-reviewed English journals published between 2015 and 2019 were included in the review. Results A total of eight studies conducted in different settings were included in the review. This review has found that psychosocial, neurohormonal and virologic factors associated with depression affect HIV disease progression. Yet, the chronicity of depression, absence of the hormones that have a buffer effect on depression and lack of examination if depression is a predictor, or an outcome of disease progression, were some of the gaps that require further investigation. Conclusion Considerably, more research is needed to better understand the effect of mental disorder, especially depression, on HIV disease progression to AIDS and future interventions should, therefore, concentrate on the integration of mental health screening in HIV clinical setup.
Collapse
Affiliation(s)
- Abdilahi Yousuf
- College of Medicine and Health Sciences, Jijiga University , Jijiga, Ethiopia
| | | | - Ramli Musa
- Department of psychiatric, Kulliyah of medicine, IIUM, Malaysia
| | | |
Collapse
|
17
|
Jiang H, Chen S, Huang X, Huang R, Lin P, Cheng W, Xu M, Yang F, Liu J, Li Y, Gao Y, Yang Y. Prevalence of and factors associated with major depressive disorder among HIV-positive individuals in Guangdong, China. J Affect Disord 2019; 246:474-479. [PMID: 30599371 DOI: 10.1016/j.jad.2018.12.130] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 12/03/2018] [Accepted: 12/25/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND People living with HIV may suffer from mental disorders. We aimed to explore the prevalence of and factors associated with major depressive disorder (MDD) among HIV-positive individuals in Guangdong, China, about which little is known. METHODS A cross-sectional study was conducted to recruit HIV-positive individuals from the Centers for Disease Prevention and Control of Guangzhou, Zhongshan, and Yangjiang from September 2007 to September 2008. Data were collected by questionnaires. MDD was diagnosed and assessed by two psychiatrists using the Structured Clinical Interview for DSM-IV-TR Axis I Disorders-Patient Edition (SCID-I/P) based on the DSM-IV criteria. Multiple logistic regression analyses were conducted to explore the factors associated with MDD. RESULTS The prevalences of lifetime MDD and current MDD among the 339 included participants were 22.71% (95% confidence interval [CI]: 18.25-27.17%) and 12.09% (95%CI: 8.62%-15.57%), respectively. The results of multiple logistic regression showed that patients with AIDS had a higher risk of lifetime MDD (odds ratio [OR] = 2.69, 95%CI: 1.38-5.26) and current MDD (OR = 3.51, 95%CI: 1.59-7.75) than HIV-infected individuals. Participants with more number of negative life events were more likely to have lifetime MDD (OR = 2.33, 95%CI: 1.34-4.06) and current MDD (OR = 3.77, 95%CI: 1.76-8.09) than individuals with fewer negative life events. Individuals with higher score of social support were less likely to have lifetime MDD (OR = 0.45, 95%CI: 0.26-0.80) and current MDD (OR = 0.46, 95%CI: 0.21-0.97) than individuals with less social support. CONCLUSIONS The prevalence of MDD was high among HIV-positive individuals in China. AIDS diagnosis, decreased social support, and an increased number of negative life events were risk factors for MDD.
Collapse
Affiliation(s)
- Hongbo Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, No. 283 Jianghai Road, Haizhu District, Guangzhou, China
| | - Shuyi Chen
- The Second People's Hospital of Bao'an District (Group) General Hospital, Shenzhen, China
| | | | - Ruoyan Huang
- Guangzhou Psychiatric Hospital, Guangzhou, China
| | - Peng Lin
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Weibin Cheng
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Meizhen Xu
- Haizhu District Center for Disease Control and Prevention, Guangzhou, China
| | - Fang Yang
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Jun Liu
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Yan Li
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Yanhui Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, No. 283 Jianghai Road, Haizhu District, Guangzhou, China.
| | - Yi Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, No. 283 Jianghai Road, Haizhu District, Guangzhou, China.
| |
Collapse
|
18
|
Abstract
BACKGROUND Depression is prevalent among people living with HIV/AIDS (PLWHA), but there are few longitudinal studies investigating the prevalence of depression among HIV respondents in Taiwan. OBJECTIVES This study examined the trend in the prevalence of depression and its main predictors among PLWHA in Taiwan. METHODS This study analyzed the 2-million random-sample data set of the Taiwanese longitudinal health research database using data from 2000 to 2011and applied the Internal Classification of Diseases, 9th Revision, Clinical Modification diagnostic codes for the detection of HIV infection and depression. Chi-square tests and logistic regression analyses were conducted to determine predictive factors for depression. RESULTS A total of 769 PLWHA who met the criterion of HIV infection were extracted from the database. Of these respondents, 20.03% had a diagnosis of depression after their HIV-positive diagnosis. The annual prevalence of depression among the study respondents increased significantly from 1.95% in 2000 to 6.93% in 2011 according to time trend analysis (χ = 6.428, df =11, p = .03). Multivariate, logistic regression analysis indicated a history of drug abuse was the main predictor of a diagnosis of depression. DISCUSSION The increasing trend in the prevalence of depression revealed an urgent need for the development of care programs for PLWHA with depression. Such programs should take into consideration a history of drug abuse as a strong risk factor for the development of depression.
Collapse
|
19
|
Pednekar PP, Ágh T, Malmenäs M, Raval AD, Bennett BM, Borah BJ, Hutchins DS, Manias E, Williams AF, Hiligsmann M, Turcu-Stiolica A, Zeber JE, Abrahamyan L, Bunz TJ, Peterson AM. Methods for Measuring Multiple Medication Adherence: A Systematic Review-Report of the ISPOR Medication Adherence and Persistence Special Interest Group. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2019; 22:139-156. [PMID: 30711058 DOI: 10.1016/j.jval.2018.08.006] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 06/29/2018] [Accepted: 08/20/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND A broad literature base exists for measuring medication adherence to monotherapeutic regimens, but publications are less extensive for measuring adherence to multiple medications. OBJECTIVES To identify and characterize the multiple medication adherence (MMA) methods used in the literature. METHODS A literature search was conducted using PubMed, PsycINFO, the International Pharmaceutical Abstracts, the Cumulative Index to Nursing and Allied Health Literature and the Cochrane Library databases on methods used to measure MMA published between January 1973 and May 2015. A two-step screening process was used; all abstracts were screened by pairs of researchers independently, followed by a full-text review identifying the method for calculating MMA. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines were followed to conduct this systematic review. For studies that met the eligibility criteria, general study and adherence-specific characteristics and the number and type of MMA measurement methods were summarized. RESULTS The 147 studies that were included originated from 32 countries, in 13 disease states. Of these studies, 26 used proportion of days covered, 23 used medication possession ratio, and 72 used self-reported questionnaires (e.g., the Morisky Scale) to assess MMA. About 50% of the studies included more than one method for measuring MMA, and different variations of medication possession ratio and proportion of days covered were used for measuring MMA. CONCLUSIONS There appears to be no standardized method to measure MMA. With an increasing prevalence of polypharmacy, more efforts should be directed toward constructing robust measures suitable to evaluate adherence to complex regimens. Future research to understand the validity and reliability of MMA measures and their effects on objective clinical outcomes is also needed.
Collapse
Affiliation(s)
- Priti P Pednekar
- Mayes College of Healthcare Business and Policy, University of the Sciences, Philadelphia, PA, USA.
| | - Tamás Ágh
- Syreon Research Institute, Budapest, Hungary
| | - Maria Malmenäs
- Real World Strategy & Analytics, Mapi Group, Stockholm, Sweden
| | | | | | - Bijan J Borah
- Division of Health Care Policy and Research, Mayo Clinic College of Medicine, Rochester, MN, USA
| | | | - Elizabeth Manias
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Deakin University, Burwood, Victoria, Australia
| | - Allison F Williams
- School of Nursing and Midwifery, Monash University, Clayton, Victoria, Australia
| | - Mickaël Hiligsmann
- Department of Health Services Research, Maastricht University, Maastricht, The Netherlands
| | - Adina Turcu-Stiolica
- Department of Pharmaceutical Marketing and Management, University of Medicine and Pharmacy, Craiova, Romania
| | - John E Zeber
- Central Texas Veterans Health Care System, Scott & White Healthcare, Center for Applied Health Research, Temple, TX, USA
| | | | | | - Andrew M Peterson
- Mayes College of Healthcare Business and Policy, University of the Sciences, Philadelphia, PA, USA
| |
Collapse
|
20
|
Trajectories of Depressive Symptoms Among a Population of HIV-Infected Men and Women in Routine HIV Care in the United States. AIDS Behav 2018; 22:3176-3187. [PMID: 29623578 DOI: 10.1007/s10461-018-2109-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Depressive symptoms vary in severity and chronicity. We used group-based trajectory models to describe trajectories of depressive symptoms (measured using the Patient Health Questionnaire-9) and predictors of trajectory group membership among 1493 HIV-infected men (84%) and 292 HIV-infected women (16%). At baseline, 29% of women and 26% of men had depressive symptoms. Over a median of 30 months of follow-up, we identified four depressive symptom trajectories for women (labeled "low" [experienced by 56% of women], "mild/moderate" [24%], "improving" [14%], and "severe" [6%]) and five for men ("low" [61%], "mild/moderate" [14%], "rebounding" [5%], "improving" [13%], and "severe" [7%]). Baseline antidepressant prescription, panic symptoms, and prior mental health diagnoses were associated with more severe or dynamic depressive symptom trajectories. Nearly a quarter of participants experienced some depressive symptoms, highlighting the need for improved depression management. Addressing more severe or dynamic depressive symptom trajectories may require interventions that additionally address mental health comorbidities.
Collapse
|
21
|
Treatment Outcomes Associated with Quitting Cigarettes Among Sexual Minority Men Living with HIV: Antiretroviral Adherence, Engagement in Care, and Sustained HIV RNA Suppression. AIDS Behav 2018; 22:2868-2876. [PMID: 29680935 DOI: 10.1007/s10461-018-2116-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Cigarette smoking is particularly harmful for sexual minority men living with HIV. This study aimed to find benefits of quitting by examining relationships between smoking and sustained HIV RNA suppression, recent CD4 count, ART medication adherence, and engagement in HIV medical care. Sexual minority men (n = 346), former or current smokers, received HIV care at a community health center. Survey responses were combined with electronic health record data in adjusted regression models. Most patients were Caucasian (87%) and 148 (46%) had incomes below the poverty level and 80% had sustained HIV RNA suppression. Compared to current smokers, former smokers had increased odds of sustaining HIV RNA suppression (OR 1.89; 95% CI 1.02-3.48) of reporting > 90% adherence (OR 2.25; 95% CI 1.21-4.17), and were less likely to miss appointments (OR 0.37; 95% CI 0.17-0.82). Heavier smokers (OR 0.36; 95% CI 0.17-0.77) and patients who smoked the longest (OR 0.31; 95% CI 0.14-0.68) had reduced odds of sustaining HIV RNA suppression. Smoking assessment, treatment, and referral could augment HIV outcomes for sexual minority men with HIV.
Collapse
|
22
|
Closson K, Osborne C, Smith DM, Kesselring S, Eyawo O, Card K, Sereda P, Jabbari S, Franco-Villalobos C, Ahmed T, Gabler K, Patterson T, Hull M, Montaner JSG, Hogg RS. Factors Associated with Mood Disorder Diagnosis Among a Population Based Cohort of Men and Women Living With and Without HIV in British Columbia Between 1998 and 2012. AIDS Behav 2018; 22:1530-1540. [PMID: 28612214 DOI: 10.1007/s10461-017-1825-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Using data from the Comparison of Outcomes and Service Utilization Trends (COAST) study we examined factors associated with mood disorder diagnosis (MDD) among people living with HIV (PLHIV) and HIV-negative individuals in British Columbia, Canada. MDD cases were identified between 1998 and 2012 using International Classification of Disease 9 and 10 codes. A total of 491,796 individuals were included and 1552 (23.7%) and 60,097 (12.4%) cases of MDD were identified among the HIV-positive and HIV-negative populations, respectively. Results showed HIV status was associated with greater odds of MDD among men and lower odds among women. Among PLHIV, MDD was significantly associated with: identifying as gay, bisexual or other men who have sex with men compared to heterosexuals; higher viral load; history of injection drug use; and concurrent anxiety, dysthymia, and substance use disorders. Findings highlight the need for comprehensive and holistic HIV and mental health care.
Collapse
|
23
|
Terloyeva D, Nugmanova Z, Akhmetova G, Akanov A, Patel N, Lazariu V, Norelli L, McNutt LA. Untreated depression among persons living with human immunodeficiency virus in Kazakhstan: A cross-sectional study. PLoS One 2018; 13:e0193976. [PMID: 29590151 PMCID: PMC5873996 DOI: 10.1371/journal.pone.0193976] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 02/22/2018] [Indexed: 12/17/2022] Open
Abstract
Background In Kazakhstan, scarce official prevalence data exists for mood disorders. This study investigates the occurrence of depressive symptoms among people living with HIV/AIDS (PLWHA), and the relationship between depressive symptoms, HIV treatment initiation and antiretroviral treatment (ART) adherence. Methods A cross-sectional study was conducted among patients seen at the Almaty AIDS Center between April and December 2013. Two data sources were used: 1) self-administered survey that included the Patient Health Questionnaire (PHQ-9) to capture depression symptoms and 2) medical record review. Two primary outcomes were evaluated with log-binomial models and Fisher’s exact test: the relationship between depression symptoms and 1) HIV treatment group, and 2) HIV adherence. Results Of the 564 participants, 9.9% reported symptoms consistent with a depressive disorder. None had received treatment for depression. Among those not on ART, a relationship between depressive symptoms and low CD4 counts (≤ 350 cells/mm3) was evident (7.1% for CD4 ≤ 350 cells/mm3 vs. 0.9% for CD4 > 350 cells/mm3, p = 0.029). In multivariable analysis, a higher prevalence of depressive symptoms was statistically associated with ART treatment, positive hepatitis C virus (HCV) status, and being unmarried. For those taking ART, treatment adherence was not statistically associated with a lower prevalence of depressive symptoms (12.5% vs 20.0%, p = 0.176); limited power may have impacted statistical significance. Conclusions Untreated depression was found among PLWHA suggesting the need to evaluate access to psychiatric treatment. A collaborative strategy may be helpful to optimize HIV treatment outcomes.
Collapse
Affiliation(s)
- Dina Terloyeva
- Department of HIV infection and Infection Control, Asfendiyarov Kazakh National Medical University (KNMU), Almaty, Kazakhstan
- Department of Epidemiology and Biostatistics, Drexel University, Philadelphia, Pennsylvania, United States of America
- * E-mail:
| | - Zhamilya Nugmanova
- Department of HIV infection and Infection Control, Asfendiyarov Kazakh National Medical University (KNMU), Almaty, Kazakhstan
| | | | - Aikan Akanov
- Department of Public Health, Asfendiyarov Kazakh National Medical University (KNMU), Almaty, Kazakhstan
| | - Nimish Patel
- Albany College of Pharmacy & Health Sciences, Albany, New York, United States of America
| | - Victoria Lazariu
- Department of Epidemiology and Biostatistics, University at Albany, State University of New York, Rensselaer, New York, United States of America
| | - Lisa Norelli
- Department of Psychiatry, Albany Medical College, Albany, New York, United States of America
| | - Louise-Anne McNutt
- Institute for Health and the Environment, University at Albany, State University of New York, Rensselaer, New York, United States of America
| |
Collapse
|
24
|
Cigarette Smokers are Less Likely to Have Undetectable Viral Loads: Results From Four HIV Clinics. J Addict Med 2016; 10:13-9. [PMID: 26656939 DOI: 10.1097/adm.0000000000000172] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The prevalence of smoking among HIV-infected individuals is 2-3 times that of the general population, increasing the risk of smoking-related morbidity and mortality. We examined characteristics associated with smoking behavior among a large cohort of HIV-infected individuals in care in the United States. METHODS A convenience sample of 2952 HIV-infected patients in the Centers for AIDS Research (CFAR) Network of Integrated Clinical Systems (CNICS) was assessed during routine clinic visits and was included. Multinomial logistic regression was used to examine the relationship between smoking status, depression/panic symptoms, alcohol/substance use, and demographic and clinical characteristics. RESULTS Compared with never-smokers, current smokers were more likely to have moderate to severe depression (odds ratio [OR] 1.37), endorse current substance use (OR 14.09), and less likely to report low-risk alcohol use on the Alcohol Use Disorders Identification Test (AUDIT-C) (OR 0.73). Current smokers were less likely to have an undetectable viral load (OR 0.75), and more likely to have current substance abuse (OR 2.81) and moderate to severe depression (OR 1.50), relative to smokers who had quit smoking. CONCLUSIONS HIV-infected smokers are less likely to have undetectable viral loads and frequently have psychosocial comorbidities including depression and substance abuse that impact antiretroviral therapy adherence and viral load suppression. To be effective, smoking-cessation interventions need to address the complex underlying concurrent risks in this population.
Collapse
|
25
|
Yu NX, Chen L, Ye Z, Li X, Lin D. Impacts of making sense of adversity on depression, posttraumatic stress disorder, and posttraumatic growth among a sample of mainly newly diagnosed HIV-positive Chinese young homosexual men: the mediating role of resilience. AIDS Care 2016; 29:79-85. [PMID: 27457772 DOI: 10.1080/09540121.2016.1210073] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
The experience of HIV, as a life-transforming event, might produce both negative and positive outcomes. Guided by the stress appraisal model, the present study investigated the hypothesized pathways in predicting symptomatology and posttraumatic growth (PTG) in a sample of Chinese male patients with HIV (PHIV) who were mainly newly diagnosed, young, and homosexual. In this cross-sectional study, 141 Chinese male PHIV (87.2% of them were homosexual) completed measures of making negative/positive sense of adversity, resilience, depression, posttraumatic stress disorder (PTSD), and PTG. The path analysis results showed that making negative sense of adversity was associated with depression and PTSD, partially mediated by low levels of resilience, whereas making positive sense of adversity was associated with PTG, partially mediated by resilience. The results suggest that negative and positive outcomes of trauma are impacted by making negative and positive sense of adversity, respectively, via two separate pathways, both mediated by resilience. Our findings contribute to an understanding of the cognitive process of symptomatology and PTG in the HIV context. Theoretical considerations, clinical implications, and future directions are discussed.
Collapse
Affiliation(s)
- Nancy Xiaonan Yu
- a Department of Applied Social Sciences , City University of Hong Kong , Hong Kong , People's Republic of China
| | - Lihua Chen
- b Institute of Developmental Psychology , Beijing Normal University , Beijing , People's Republic of China
| | - Zhi Ye
- b Institute of Developmental Psychology , Beijing Normal University , Beijing , People's Republic of China
| | - Xiaoming Li
- c School of Public Health , University of South Carolina , Columbia , SC , USA
| | - Danhua Lin
- b Institute of Developmental Psychology , Beijing Normal University , Beijing , People's Republic of China.,d School of Psychology , Beijing Normal University , Beijing , People's Republic of China
| |
Collapse
|
26
|
Anagnostopoulos A, Ledergerber B, Jaccard R, Shaw SA, Stoeckle M, Bernasconi E, Barth J, Calmy A, Berney A, Jenewein J, Weber R. Frequency of and Risk Factors for Depression among Participants in the Swiss HIV Cohort Study (SHCS). PLoS One 2015; 10:e0140943. [PMID: 26492488 PMCID: PMC4619594 DOI: 10.1371/journal.pone.0140943] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 09/30/2015] [Indexed: 11/28/2022] Open
Abstract
Objectives We studied the incidence and prevalence of, and co-factors for depression in the Swiss HIV Cohort Study. Methods Depression-specific items were introduced in 2010 and prospectively collected at semiannual cohort visits. Clinical, laboratory and behavioral co-factors of incident depression among participants free of depression at the first two visits in 2010 or thereafter were analyzed with Poisson regression. Cumulative prevalence of depression at the last visit was analyzed with logistic regression. Results Among 4,422 participants without a history of psychiatric disorders or depression at baseline, 360 developed depression during 9,348 person-years (PY) of follow-up, resulting in an incidence rate of 3.9 per 100 PY (95% confidence interval (CI) 3.5–4.3). Cumulative prevalence of depression during follow-up was recorded for 1,937/6,756 (28.7%) participants. Incidence and cumulative prevalence were higher in injection drug users (IDU) and women. Older age, preserved work ability and higher physical activity were associated with less depression episodes. Mortality (0.96 per 100 PY, 95% CI 0.83–1.11) based upon 193 deaths over 20,102 PY was higher among male IDU (2.34, 1.78–3.09), female IDU (2.33, 1.59–3.39) and white heterosexual men (1.32, 0.94–1.84) compared to white heterosexual women and homosexual men (0.53, 0.29–0.95; and 0.71, 0.55–0.92). Compared to participants free of depression, mortality was slightly elevated among participants with a history of depression (1.17, 0.94–1.45 vs. 0.86, 0.71–1.03, P = 0.033). Suicides (n = 18) did not differ between HIV transmission groups (P = 0.50), but were more frequent among participants with a prior diagnosis of depression (0.18 per 100 PY, 95%CI 0.10–0.31; vs. 0.04, 0.02–0.10; P = 0.003). Conclusions Depression is a frequent co-morbidity among HIV-infected persons, and thus an important focus of care.
Collapse
Affiliation(s)
- Alexia Anagnostopoulos
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
| | - Bruno Ledergerber
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
- * E-mail:
| | - René Jaccard
- Independent Researcher, HIV Practitioner, Zurich, Switzerland
| | - Susy Ann Shaw
- Division of Infectious Diseases, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Marcel Stoeckle
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| | - Enos Bernasconi
- Division of Infectious Diseases, Regional Hospital Lugano, Lugano, Switzerland
| | - Jürgen Barth
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Alexandra Calmy
- Division of Infectious Diseases, Geneva University Hospital, Geneva, Switzerland
| | - Alexandre Berney
- Psychiatry Liaison Service, Lausanne University Hospital, Lausanne, Switzerland
| | - Josef Jenewein
- Department of Psychiatry and Psychotherapy, University Hospital of Zurich, Zurich, Switzerland
| | - Rainer Weber
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
| | | |
Collapse
|