Health outcomes and cost-effectiveness of treating depression in people with HIV in Sub-Saharan Africa: a model-based analysis

Acceptability of a Randomized Trial of Anti-depressant Medication or Interpersonal Therapy for Treatment of Perinatal Depression in Women with HIV

Postpartum depression (PPD) affects nearly 20% of postpartum women in Sub-Saharan Africa (SSA), where HIV prevalence is high. Depression is associated with worse HIV outcomes in non-pregnant adults and mental health disorders may worsen HIV outcomes for postpartum women and their infants. PPD is effectively treated with psychosocial or pharmacologic interventions; however, few studies have evaluated the acceptability of treatment modalities in SSA. We analyzed interviews with 23 postpartum women with HIV to assess the acceptability of two depression treatments provided in the context of a randomized trial. Most participants expressed acceptability of treatment randomization and study visit procedures. Participants shared perceptions of high treatment efficacy of their assigned intervention. They reported ongoing HIV and mental health stigma in their communities and emphasized the importance of social support from clinic staff. Our findings suggest a full-scale trial of PPD treatment will be acceptable among women with HIV in Zambia.

The Clinical Impact and Cost-Effectiveness of Clinic-Based Cognitive Behavioral Therapy for People With HIV, Depression, and Virologic Failure in South Africa

BACKGROUND

Depression affects 25%-30% of people with HIV (PWH) in the Republic of South Africa (RSA) and is associated with both antiretroviral therapy (ART) nonadherence and increased mortality. We evaluated the cost-effectiveness of task-shifted, cognitive behavioral therapy (CBT) for PWH with diagnosed depression and virologic failure from a randomized trial in RSA.

SETTING

RSA.

METHODS

Using the Cost-Effectiveness of Preventing AIDS Complications model, we simulated both trial strategies: enhanced treatment as usual (ETAU) and ETAU plus CBT for ART adherence and depression (CBT-AD; 8 sessions plus 2 follow-ups). In the trial, viral suppression at 1 year was 20% with ETAU and 32% with CBT-AD. Model inputs included mean initial age (39 years) and CD4 count (214/μL), ART costs ($7.5-22/mo), and CBT costs ($29/session). We projected 5- and 10-year viral suppression, quality-adjusted life-years (QALYs), lifetime costs, and incremental cost-effectiveness ratios (ICERs: $/QALY [discounted 3%/yr]; cost-effectiveness threshold: ≤$2545/QALY [0.5× per capita GDP]). In sensitivity analyses, we determined how input parameter variation affected cost-effectiveness.

RESULTS

Model-projected 5- and 10-year viral suppression were 18.9% and 8.7% with ETAU and 21.2% and 9.7% with CBT-AD, respectively. Compared with ETAU, CBT-AD would increase discounted life expectancy from 4.12 to 4.68 QALYs and costs from $6210/person to $6670/person (incremental cost-effectiveness ratio: $840/QALY). CBT-AD would remain cost-effective unless CBT-AD cost >$70/session and simultaneously improved 1-year viral suppression by ≤4% compared with ETAU.

CONCLUSIONS

CBT for PWH with depression and virologic failure in RSA could improve life expectancy and be cost-effective. Such targeted mental health interventions should be integrated into HIV care.

Quantile Markov Decision Processes

The goal of a traditional Markov decision process (MDP) is to maximize expected cumulative reward over a defined horizon (possibly infinite). In many applications, however, a decision maker may be interested in optimizing a specific quantile of the cumulative reward instead of its expectation. In this paper we consider the problem of optimizing the quantiles of the cumulative rewards of a Markov decision process (MDP), which we refer to as a quantile Markov decision process (QMDP). We provide analytical results characterizing the optimal QMDP value function and present a dynamic programming-based algorithm to solve for the optimal policy. The algorithm also extends to the MDP problem with a conditional value-at-risk (CVaR) objective. We illustrate the practical relevance of our model by evaluating it on an HIV treatment initiation problem, where patients aim to balance the potential benefits and risks of the treatment.

The effects of antidepressant medications on antiretroviral treatment adherence in HIV-positive individuals with depression

Background Extant literature has identified Major Depressive Disorder (MDD) as a comorbid disorder in individuals with seropositive human immunodeficiency disorder (HIV), and this may affect HIV-treatment efficacy. However, there is a paucity of literature evaluating the effects of antidepressant use on antiretroviral therapies (ART) in HIV-positive individuals. Herein, the following review assesses the effects of antidepressant medications on ART adherence in HIV-positive individuals with diagnosed MDD. Methods A systematic search on PubMed, Scopus, Web of Science, and Google Scholar search engines were conducted between database inception to June 12th, 2020 using the search and MeSH terms: (HIV) AND (antiretroviral or treatment) AND (depress*) AND (antidepressants) AND (adherence). Results We identified nine articles that evaluated ART adherence in HIV-positive individuals using antidepressants. Of the nine included articles, eight articles evaluated participants undergoing ART, and one article evaluated participants undergoing highly active antiretroviral therapy (HAART). Our primary findings suggest that patients who took antidepressant treatment for depression demonstrated greater adherence to HIV treatments and a reduction in missed HIV medication dosage. Limitations The heterogeneity of study design between the included studies was high. Conclusion The current review suggests that response to antidepressant medication may improve adherence to HIV treatments in HIV-positive individuals with comorbid depression. Further studies should expand the findings to explore the effects of disparate psychotropic agents on adherence behaviors among patients with HIV to identify the benefits of these agents on long-term health outcomes in this vulnerable clinical population.

The need for an integrated pharmacological response to the treatment of HIV/AIDS and depression

Introduction: The coexistence of depression and HIV infection affects more than 9 million people worldwide. A literature review revealed a large gap regarding the pharmacotherapy of depression among patients dually diagnosed with HIV and depression.Areas covered:In this review, the authors covered the various dimensions of deploying integrated pharmacological treatment of HIV/AIDS and depression. This topic was addressed in two ways; first, the direct results of integrated pharmacotherapy in syndemic patients; second, the indirect effects of the integrated model on other outcomes of HIV care.Expert opinion: An integrated pharmacological response to the treatment of HIV and depression can bring substantial benefits to HIV outcomes and reduce the burden of both diseases. The direct advantages regarding pharmacological response to the treatment of depression along with HIV care are improving adherence to antiretroviral therapy, optimizing pharmacotherapy, minimizing drug interaction, and prevention of additive adverse drug reactions. Furthermore, in some cases, medication can target both depression and other neuropsychiatric or somatic comorbidities among people living with HIV/AIDS. The integrated pharmacotherapy also has some potential indirect advantages on HIV care outcomes like minimizing loss of care, reducing ongoing HIV transmission, and improving the outcomes of both diseases.

Health outcomes and cost-effectiveness of diversion programs for low-level drug offenders: A model-based analysis

BACKGROUND

Cycles of incarceration, drug abuse, and poverty undermine ongoing public health efforts to reduce overdose deaths and the spread of infectious disease in vulnerable populations. Jail diversion programs aim to divert low-level drug offenders toward community care resources, avoiding criminal justice costs and disruptions in treatment for HIV, hepatitis C virus (HCV), and drug abuse. We sought to assess the health benefits and cost-effectiveness of a jail diversion program for low-level drug offenders.

METHODS AND FINDINGS

We developed a microsimulation model, calibrated to King County, Washington, that captured the spread of HIV and HCV infections and incarceration and treatment systems as well as preexisting interventions such as needle and syringe programs and opiate agonist therapy. We considered an adult population of people who inject drugs (PWID), people who use drugs but do not inject (PWUD), men who have sex with men, and lower-risk heterosexuals. We projected discounted lifetime costs and quality-adjusted life years (QALYs) over a 10-year time horizon with and without a jail diversion program and calculated resulting incremental cost-effectiveness ratios (ICERs) from the health system and societal perspectives. We also tracked HIV and HCV infections, overdose deaths, and jail population size. Over 10 years, the program was estimated to reduce HIV and HCV incidence by 3.4% (95% CI 2.7%-4.0%) and 3.3% (95% CI 3.1%-3.4%), respectively, overdose deaths among PWID by 10.0% (95% CI 9.8%-10.8%), and jail population size by 6.3% (95% CI 5.9%-6.7%). When considering healthcare costs only, the program cost $25,500/QALY gained (95% CI $12,600-$48,600). Including savings from reduced incarceration (societal perspective) improved the ICER to $6,200/QALY gained (95% CI, cost-saving $24,300). Sensitivity analysis indicated that cost-effectiveness depends on diversion program participants accessing community programs such as needle and syringe programs, treatment for substance use disorder, and HIV and HCV treatment, as well as diversion program cost. A limitation of the analysis is data availability, as fewer data are available for diversion programs than for more established interventions aimed at people with substance use disorder. Additionally, like any model of a complex system, our model relies on simplifying assumptions: For example, we simplified pathways in the healthcare and criminal justice systems, modeled an average efficacy for substance use disorder treatment, and did not include costs associated with homelessness, unemployment, and breakdown in family structure.

CONCLUSIONS

We found that diversion programs for low-level drug offenders are likely to be cost-effective, generating savings in the criminal justice system while only moderately increasing healthcare costs. Such programs can reduce incarceration and its associated costs, and also avert overdose deaths and improve quality of life for PWID, PWUD, and the broader population (through reduced HIV and HCV transmission).

Opportunities and challenges to integrating mental health into HIV programs in a low- and middle-income country: insights from the Nigeria implementation science Alliance

Background

In Nigeria, there is an estimated 1.9 million people living with HIV (PLHIV), 53% of whom utilize HIV care and services. With decreasing HIV-related deaths and increasing new infections, HIV with its associated comorbidities continue to be a key public health challenge in Nigeria. Untreated, comorbid mental disorders are a critical but potentially modifiable determinant of optimal HIV treatment outcomes.

This study aimed to identify the challenges and opportunities related to integrating mental health care into existing HIV programs in Nigeria.

Method

Attendees at the Nigeria Implementation Science Alliance (NISA)‘s 2019 conference participated in nominal group technique (NGT) exercise informed by the “Exploration, Preparation, Implementation, and Sustainment (EPIS)” framework. The NGT process was conducted among the nominal groups in two major sessions of 30-min phases followed by a 30-min plenary session. Data analysis proceeded in four steps: transcription, collation, theming and content analysis.

Results

The two major theoretical themes from the study were – opportunities and challenges of integrating mental health treatment into HIV services. Three sub-themes emerged on opportunities: building on health care facilities for HIV services (screening, counseling, task-sharing monitoring and evaluation frameworks), utilizing existing human resources or workforce in HIV programs (in-service training and including mental health in education curriculum) and the role of social and cultural structures (leveraging existing community, traditional and faith-based infrastructures). Four sub-themes emerged for challenges: double burden of stigma and the problems of early detection (HIV and mental health stigma, lack of awareness), existing policy gaps and structural challenges (fragmented health system), limited human resources for mental health care in Nigeria (knowledge gap and burnout) and dearth of data/evidence for planning and action (research gaps).

Conclusions

Potential for integrating treatments for mental disorders into HIV programs and services exist in Nigeria. These include opportunities for clinicians’ training and capacity building as well as community partnerships. Multiple barriers and challenges such as stigma, policy and research gaps would need to be addressed to leverage these opportunities. Our findings serve as a useful guide for government agencies, policy makers and research organizations to address co-morbid mental disorders among PLHIV in Nigeria.